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<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="1.3" xml:lang="en" article-type="research-article"><?properties manuscript?><processing-meta base-tagset="archiving" mathml-version="3.0" table-model="xhtml" tagset-family="jats"><restricted-by>pmc</restricted-by></processing-meta><front><journal-meta><journal-id journal-id-type="nlm-journal-id">101084138</journal-id><journal-id journal-id-type="pubmed-jr-id">22395</journal-id><journal-id journal-id-type="nlm-ta">Infect Genet Evol</journal-id><journal-id journal-id-type="iso-abbrev">Infect Genet Evol</journal-id><journal-title-group><journal-title>Infection, genetics and evolution : journal of molecular epidemiology and evolutionary genetics in infectious diseases</journal-title></journal-title-group><issn pub-type="ppub">1567-1348</issn><issn pub-type="epub">1567-7257</issn></journal-meta><article-meta><article-id pub-id-type="pmid">25917493</article-id><article-id pub-id-type="pmc">10445533</article-id><article-id pub-id-type="doi">10.1016/j.meegid.2015.04.018</article-id><article-id pub-id-type="manuscript">HHSPA1896135</article-id><article-categories><subj-group subj-group-type="heading"><subject>Article</subject></subj-group></article-categories><title-group><article-title>Characterising temporal trends in asymptomatic <italic toggle="yes">Plasmodium</italic> infections and transporter polymorphisms during transition from high to low transmission in Zanzibar, 2005&#x02013;2013</article-title></title-group><contrib-group><contrib contrib-type="author"><name><surname>Morris</surname><given-names>Ulrika</given-names></name><xref rid="A1" ref-type="aff">a</xref><xref rid="CR1" ref-type="corresp">*</xref></contrib><contrib contrib-type="author"><name><surname>Xu</surname><given-names>Weiping</given-names></name><xref rid="A1" ref-type="aff">a</xref></contrib><contrib contrib-type="author"><name><surname>Msellem</surname><given-names>Mwinyi I.</given-names></name><xref rid="A2" ref-type="aff">b</xref></contrib><contrib contrib-type="author"><name><surname>Schwartz</surname><given-names>Alanna</given-names></name><xref rid="A3" ref-type="aff">c</xref></contrib><contrib contrib-type="author"><name><surname>Abass</surname><given-names>Ali</given-names></name><xref rid="A2" ref-type="aff">b</xref><xref rid="FN1" ref-type="author-notes">1</xref></contrib><contrib contrib-type="author"><name><surname>Shakely</surname><given-names>Del&#x000e9;r</given-names></name><xref rid="A1" ref-type="aff">a</xref><xref rid="A4" ref-type="aff">d</xref></contrib><contrib contrib-type="author"><name><surname>Cook</surname><given-names>Jackie</given-names></name><xref rid="A1" ref-type="aff">a</xref><xref rid="A2" ref-type="aff">b</xref></contrib><contrib contrib-type="author"><name><surname>Bhattarai</surname><given-names>Achuyt</given-names></name><xref rid="A5" ref-type="aff">e</xref></contrib><contrib contrib-type="author"><name><surname>Petzold</surname><given-names>Max</given-names></name><xref rid="A6" ref-type="aff">f</xref><xref rid="A7" ref-type="aff">g</xref></contrib><contrib contrib-type="author"><name><surname>Greenhouse</surname><given-names>Bryan</given-names></name><xref rid="A3" ref-type="aff">c</xref></contrib><contrib contrib-type="author"><name><surname>Ali</surname><given-names>Abdullah S.</given-names></name><xref rid="A2" ref-type="aff">b</xref></contrib><contrib contrib-type="author"><name><surname>Bj&#x000f6;rkman</surname><given-names>Anders</given-names></name><xref rid="A1" ref-type="aff">a</xref></contrib><contrib contrib-type="author"><name><surname>Fr&#x000f6;berg</surname><given-names>Gabrielle</given-names></name><xref rid="A8" ref-type="aff">h</xref></contrib><contrib contrib-type="author"><name><surname>M&#x000e5;rtensson</surname><given-names>Andreas</given-names></name><xref rid="A1" ref-type="aff">a</xref><xref rid="A9" ref-type="aff">i</xref><xref rid="A10" ref-type="aff">j</xref></contrib></contrib-group><aff id="A1"><label>a</label>Malaria Research, Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden</aff><aff id="A2"><label>b</label>Zanzibar Malaria Elimination Programme (ZAMEP), Ministry of Health, Zanzibar, Tanzania</aff><aff id="A3"><label>c</label>Department of Medicine, University of California San Francisco, CA, USA</aff><aff id="A4"><label>d</label>Department of Medicine, Kung&#x000e4;lv Hospital, Kung&#x000e4;lv, Sweden</aff><aff id="A5"><label>e</label>Malaria Branch, Centers for Disease Control and Prevention, Atlanta, GA, USA</aff><aff id="A6"><label>f</label>Health Metrics at Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden</aff><aff id="A7"><label>g</label>School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa</aff><aff id="A8"><label>h</label>Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden</aff><aff id="A9"><label>i</label>Department of Public Health Sciences, Karolinska Institutet, Stockholm, Sweden</aff><aff id="A10"><label>j</label>Centre for Clinical Research S&#x000f6;rmland, Uppsala University, Sweden</aff><author-notes><fn fn-type="deceased" id="FN1"><label>1</label><p id="P1">Deceased.</p></fn><corresp id="CR1"><label>*</label>Corresponding author at: Karolinska Institutet, Nobelsv&#x000e4;g 16, 171 77 Stockholm, Sweden. <email>ulrika.morris@ki.se</email> (U. Morris).</corresp></author-notes><pub-date pub-type="nihms-submitted"><day>4</day><month>8</month><year>2023</year></pub-date><pub-date pub-type="ppub"><month>7</month><year>2015</year></pub-date><pub-date pub-type="epub"><day>24</day><month>4</month><year>2015</year></pub-date><pub-date pub-type="pmc-release"><day>23</day><month>8</month><year>2023</year></pub-date><volume>33</volume><fpage>110</fpage><lpage>117</lpage><abstract id="ABS1"><sec id="S1"><title>Background:</title><p id="P2">Improved understanding of the asymptomatic malaria parasite reservoir is a prerequisite to pursue malaria elimination efforts. We therefore characterised temporal trends and transporter polymorphisms in asymptomatic <italic toggle="yes">Plasmodium</italic> infections during the transition from high to low transmission in Zanzibar.</p></sec><sec id="S2"><title>Methods:</title><p id="P3">Healthy individuals participating in cross-sectional surveys conducted 2005&#x02013;2013 were screened for asymptomatic malaria by PCR. Complexity/diversity of infection and transporter polymorphisms were assessed in <italic toggle="yes">Plasmodium falciparum</italic> positive samples. Symptomatic samples were included for comparison of polymorphisms in 2013.</p></sec><sec id="S3"><title>Results:</title><p id="P4">PCR-determined parasite prevalence declined from 21.1% (CI95% 17.4&#x02013;24.9) to 2.3% (CI95% 1.7&#x02013;2.9) from 2005 to 2013. <italic toggle="yes">P. falciparum</italic> remained the predominant species; prevalence was highest in children and young adults aged 5&#x02013;25 years. Parasite densities and complexity of infection, but not population genetic diversity of <italic toggle="yes">P. falciparum</italic>, decreased from 2005&#x02013;2009. <italic toggle="yes">pfcrt</italic> 76T (99.2&#x02013;64.7%, <italic toggle="yes">p</italic> &#x0003c; 0.001) and <italic toggle="yes">pfmdr1</italic> 86Y frequencies (89.4&#x02013;66.7%, <italic toggle="yes">p</italic> = 0.03) decreased over time. <italic toggle="yes">Pfmdr1</italic> (a.a.86,184,1246) YYY and YYD haplotypes were more frequent in asymptomatic than symptomatic infections in 2013 (<italic toggle="yes">p</italic> &#x0003c; 0.001).</p></sec><sec id="S4"><title>Conclusions:</title><p id="P5">There is a declining, albeit persistent, reservoir of parasites present at low-densities in asymptomatic individuals in Zanzibar. This study revealed important characteristics of the remaining parasite population, including intriguing temporal trends in molecular markers associated with antimalarial resistance, which need to be further investigated.</p></sec></abstract><kwd-group><kwd>Asymptomatic</kwd><kwd><italic toggle="yes">Plasmodium</italic></kwd><kwd>Low transmission</kwd><kwd>Molecular surveillance</kwd><kwd>Antimalarial drug resistance markers</kwd></kwd-group></article-meta></front><body><sec id="S5"><label>1.</label><title>Introduction</title><p id="P6">Substantial reductions in malaria transmission, temporally associated with deployment of effective vector control and improved case management, have been observed in Africa during 2000&#x02013;2010 (<xref rid="R35" ref-type="bibr">Noor et al., 2014</xref>; <xref rid="R50" ref-type="bibr">WHO, 2010</xref>). The considerable shift in epidemiology occurring in areas undergoing transition from malaria control to pre-elimination requires new tools and strategies for detection of malaria infections (<xref rid="R1" ref-type="bibr">Alonso and Tanner, 2013</xref>; <xref rid="R10" ref-type="bibr">Cotter et al., 2013</xref>; <xref rid="R46" ref-type="bibr">Tietje et al., 2014</xref>). The relative proportion of low-density infections that fall beneath the detection level of conventional microscopy and malaria rapid diagnostic tests (mRDTs) increases as transmission declines (<xref rid="R38" ref-type="bibr">Okell et al., 2009</xref>). These subpatent infections are likely to be asymptomatic and therefore missed by passive surveillance, but are estimated to potentially fuel 20&#x02013;50% of human-to-mosquito transmission in pre-elimination settings (<xref rid="R39" ref-type="bibr">Okell et al., 2012</xref>). Low-density asymptomatic infections may therefore constitute an important reservoir for continued malaria transmission that needs to be targeted to achieve malaria elimination (<xref rid="R6" ref-type="bibr">Bousema et al., 2014</xref>).</p><p id="P7">Zanzibar was one of the first regions in sub-Saharan Africa to deploy artemisinin-based combination therapies (ACT) free of charge to all age groups through public health facilities. Artesunate&#x02013;amodiaquine has been the first-line treatment for uncomplicated malaria in Zanzibar since September 2003. Deployment of artesunate&#x02013;amodiaquine, together with mass distribution of long lasting insecticide-treated nets to high-risk groups, resulted in a substantial decline in <italic toggle="yes">Plasmodium falciparum</italic> malaria among febrile children, from approximately 30% to 1&#x02013;2%, and a reduction of crude child mortality of approximately 50% between 2003 and 2006 (<xref rid="R5" ref-type="bibr">Bhattarai et al., 2007</xref>). LLINs were mass distributed in 2006 to high-risk groups, after which 90% of children under the age of five were reported to sleep under a LLIN (<xref rid="R5" ref-type="bibr">Bhattarai et al., 2007</xref>). Vector control was further strengthened by mass-distribution of two LLINs per household in 2008&#x02013;2009, and annual rounds of IRS targeting all households in Zanzibar (excluding Stone Town) between 2006 and 2009 (Bj&#x000f6;rkman et al. submitted). Coverage of vector control interventions remained high in 2009 despite reduced perceived threat of malaria among caretakers, with 70% of under-five children reported to sleep under a bed net and 94% living in a house targeted with IRS. Combined, 98% of children were covered by at least one of the vector control methods (<xref rid="R4" ref-type="bibr">Beer et al., 2013</xref>). Furthermore, mRDTs were introduced in 2006 for improved case detection, and targeting of treatment to patients with confirmed malaria infections. Malaria RDTs were shown to improve management of fever patients, providing adequate treatment and health outcomes without increased cost per patient (<xref rid="R31" ref-type="bibr">Msellem et al., 2009</xref>). Zanzibar is presently in a state of pre-elimination (Bj&#x000f6;rkman et al. submitted), and the Zanzibar Ministry of Health has officially declared the aim of malaria elimination.</p><p id="P8">Deployment of ACT in Zanzibar has been a corner stone in the recent success in malaria control and monitoring continued efficacy is paramount 10 years after the introduction of artesunate&#x02013;amodiaquine as first-line treatment. As resistance to ACT partner drugs has historically manifested before that of artemisinins (<xref rid="R49" ref-type="bibr">Venkatesan et al., 2014</xref>), molecular markers associated with amodiaquine resistance may serve as an important tool for surveillance of antimalarial drug resistance in Zanzibar (<xref rid="R15" ref-type="bibr">Froberg et al., 2012</xref>). Single nucleotide polymorphisms in the <italic toggle="yes">P. falciparum</italic> chloroquine resistance transporter (<italic toggle="yes">pfcrt</italic>) and <italic toggle="yes">P. falciparum</italic> multidrug resistance 1 (<italic toggle="yes">pfmdr1</italic>) transporter genes have been associated, both <italic toggle="yes">in vitro</italic> and <italic toggle="yes">in vivo</italic>, with resistance to amodiaquine (<xref rid="R13" ref-type="bibr">Echeverry et al., 2007</xref>; <xref rid="R14" ref-type="bibr">Folarin et al., 2011</xref>; <xref rid="R40" ref-type="bibr">Picot et al., 2009</xref>). Selection of <italic toggle="yes">pfcrt</italic> 76T and <italic toggle="yes">pfmdr1</italic> 86Y alleles, as well as <italic toggle="yes">pfmdr1</italic> 1246Y and the <italic toggle="yes">pfmdr1</italic> (a.a.86,184,1246) YYY haplotype has been shown in recurrent infections after treatment with artesunate&#x02013;amodiaquine or amodiaquine alone (<xref rid="R11" ref-type="bibr">Djimde et al., 2008</xref>; <xref rid="R12" ref-type="bibr">Duraisingh et al., 1997</xref>; <xref rid="R20" ref-type="bibr">Holmgren et al., 2006</xref>, <xref rid="R21" ref-type="bibr">2007</xref>; <xref rid="R22" ref-type="bibr">Humphreys et al., 2007</xref>; <xref rid="R36" ref-type="bibr">Nsobya et al., 2007</xref>; <xref rid="R49" ref-type="bibr">Venkatesan et al., 2014</xref>).</p><p id="P9">The aim of this study was to describe temporal trends in the asymptomatic <italic toggle="yes">Plasmodium</italic> reservoir during the transition from high to low transmission in Zanzibar. Infections were characterised with regards to <italic toggle="yes">Plasmodium</italic> species, geographic- and age distribution, qPCR-determined parasite densities, complexity and diversity of infection, and temporal trends in <italic toggle="yes">P. falciparum</italic> SNPs associated with artesunate&#x02013;amodiaquine resistance.</p></sec><sec id="S6"><label>2.</label><title>Materials and methods</title><sec id="S7"><label>2.1.</label><title>Study sites and collection of samples</title><p id="P10">Finger prick blood samples for malaria screening by microscopy or mRDT were collected from healthy individuals during cross-sectional household surveys conducted in May&#x02013;July 2005, 2009, 2011 and 2013, in North A (Unguja island) and Micheweni (Pemba island), two sentinel districts in Zanzibar (<xref rid="R5" ref-type="bibr">Bhattarai et al., 2007</xref>), (Bj&#x000f6;rkman et al., submitted). In addition, blood spots for molecular analysis were collected (from the same finger prick) on Whatman 3 mm filter paper and stored at room temperature. Epidemiological data in forms of demographic and clinical information were also collected at each survey.</p></sec><sec id="S8"><label>2.2.</label><title>Malaria diagnosis in cross-sectional surveys</title><p id="P11">For malaria diagnosis in 2005 and 2009 examination of thick blood smears was conducted by experienced microscopists in Zanzibar according to standard WHO procedures (<xref rid="R5" ref-type="bibr">Bhattarai et al., 2007</xref>), (Bj&#x000f6;rkman et al., submitted). In 2011 Paracheck-Pf (Orchid Biomedical Systems, India), a <italic toggle="yes">P. falciparum</italic> specific histidine-rich protein 2 based mRDT, replaced microscopy. In 2013, Paracheck-Pf was replaced by SD-Bioline Malaria Ag P.f/Pan<sup>&#x000ae;</sup> (Standard Diagnostic, Republic of Korea), a combo mRDT detecting both <italic toggle="yes">P. falciparum</italic> HRP2 and pan-<italic toggle="yes">Plasmodium</italic> lactate dehydrogenase.</p></sec><sec id="S9"><label>2.3.</label><title>Sample selection for molecular analysis</title><p id="P12">In 2009, 2011 and 2013 all filter paper samples collected (2423, 2977 and 3038, respectively) were screened by real-time PCR for <italic toggle="yes">Plasmodium</italic> infections (<xref rid="T1" ref-type="table">Table 1</xref>). For the 2005 survey a selection of 534 samples were screened including all 72 available blood slide positive samples and 462 blood slide negative samples randomly selected from 2141 filter papers. All molecular analyses were conducted at Karolinska Institutet, Stockholm, Sweden.</p></sec><sec id="S10"><label>2.4.</label><title>DNA extraction from filter paper</title><p id="P13">DNA from a &#x000d8; 3 mm filter paper disc (&#x02248;3&#x02013;5 &#x003bc;L blood) was extracted with Chelex<sup>&#x000ae;</sup> 100 resin (Bio-Rad Laboratory, USA) (<xref rid="R51" ref-type="bibr">Wooden et al., 1993</xref>) (<xref rid="R53" ref-type="bibr">Xu et al., 2015</xref>). The supernatant containing genomic DNA was stored at &#x02212;20 &#x000b0;C until use; PCR screening was conducted within 3 months of DNA extraction. Older samples collected in 2005, which were positive in the initial real-time PCR screening, were re-extracted with the QIAmp DNA mini kit (Qiagen Gmbh, Germany) in order to improve the quality of the DNA (<xref rid="R23" ref-type="bibr">Hwang et al., 2012</xref>). DNA was extracted from three 3 mm filter paper discs according to the protocol &#x0201c;DNA purification from dried blood spots&#x0201d; (<xref rid="R41" ref-type="bibr">Qiagen, 2012</xref>).</p></sec><sec id="S11"><label>2.5.</label><title>Plasmodium detection by qPCR</title><p id="P14">Parasite detection and species determination was conducted by a SYBR Green real-time PCR restriction fragment length polymorphism assay (cytb-qPCR) targeting the cytochrome b gene of the four major human <italic toggle="yes">Plasmodium</italic> species (<italic toggle="yes">P. falciparum</italic>, <italic toggle="yes">Plasmodium vivax</italic>, <italic toggle="yes">Plasmodium malariae</italic>, and <italic toggle="yes">Plasmodium ovale</italic>) (<xref rid="R53" ref-type="bibr">Xu et al., 2015</xref>). Positivity was confirmed by gel-electrophoresis on a 1.5% agarose gel stained with GelRed (Biotium Inc., USA). Positive and negative controls were included in each run. <italic toggle="yes">Plasmodium</italic> species was determined by RFLP on positive cytb-qPCR products and gel-electrophoresis (<xref rid="R53" ref-type="bibr">Xu et al., 2015</xref>); results were documented with a GelDoc<sup>&#x02122;</sup> system (Bio-Rad Laboratory, USA). The PCR detection limit for the cytb-qPCR assay has previously been determined in blood samples collected on filter paper as 1 p/&#x003bc;L (p/&#x003bc;L) for <italic toggle="yes">P. falciparum</italic> and 2 p/&#x003bc;L for <italic toggle="yes">P. malariae</italic> (<xref rid="R53" ref-type="bibr">Xu et al., 2015</xref>).</p></sec><sec id="S12"><label>2.6.</label><title>Parasite densities estimated by quantitative PCR (qPCR)</title><p id="P15">Parasite densities were estimated by a modified version of a probe-based qPCR method targeting <italic toggle="yes">Plasmodium</italic> 18S rRNA genes. In brief, all cytb-qPCR positive samples were subjected to the 18S rRNA qPCR using published protocol, primers and probe (<xref rid="R25" ref-type="bibr">Kamau et al., 2011</xref>). The reaction was carried out in a final volume of 20 &#x003bc;L, containing 5 &#x003bc;L of extracted DNA, 0.25 &#x003bc;M of each primer, 0.125 &#x003bc;M probe, and 1&#x000d7; SsoAdvanced Universal Probes Supermix (Bio-Rad Laboratory, USA). Parasite densities were determined against a standard curve generated by a Chelex-extracted, 10-fold serial dilutions (10,000&#x02013;1 p/&#x003bc;L) of <italic toggle="yes">P. falciparum</italic> and <italic toggle="yes">P. malaria</italic> spotted on filter paper. The PCR detection limit for the 18S rRNA qPCR has previously been determined in blood samples collected on filter paper as 2 p/&#x003bc;L for <italic toggle="yes">P. falciparum</italic> and 5 p/&#x003bc;L for <italic toggle="yes">P. malariae</italic> (<xref rid="R53" ref-type="bibr">Xu et al., 2015</xref>).</p></sec><sec id="S13"><label>2.7.</label><title>Estimating the complexity and diversity of P. falciparum infections</title><p id="P16">The complexity or &#x02018;multiplicity&#x02019; of infection (MOI) was determined by analysis of seven previously published microsatellites with modified conditions (<xref rid="SD1" ref-type="supplementary-material">Supplementary Table 1</xref>). Samples were amplified using 0.4 U of Phusion Hot Start II (Thermo Fisher Scientific, USA) with 1&#x000d7; HF buffer, 0.2 mM dNTP&#x02019;s, 0.5 mM of each primer, and 1 &#x003bc;L of DNA in a final reaction volume of 5 &#x003bc;L. Amplicon size was determined by capillary electrophoresis and analysed using Genemapper v5 software (Life technologies, USA). Reproducible artefacts were automatically filtered based on relative peak height and allele size using an in-house software trained on lab strain controls. MOI was defined as the second highest allele frequency for each sample, to minimise influence of outliers. A subset of <italic toggle="yes">P. falciparum</italic> positive samples from individuals &#x0003c;15 years of age, from Micheweni district, from the 2005, 2009 and 2011 surveys were analysed; samples from 2013 were not included as they were collected after analysis of microsatellites had been completed.</p></sec><sec id="S14"><label>2.8.</label><title>Molecular genotyping of single nucleotide polymorphisms</title><p id="P17">Samples containing <italic toggle="yes">P. falciparum</italic> were genotyped for SNPs at positions <italic toggle="yes">pfcrt</italic> K76T, <italic toggle="yes">pfmdr1</italic> N86Y, Y184F and D1246Y. Genotyping was conducted by nested PCR-RFLP methods (<xref rid="SD1" ref-type="supplementary-material">Supplementary Table 2</xref>) as previously described (<xref rid="R15" ref-type="bibr">Froberg et al., 2012</xref>). PCR negative samples were repeated twice with increased amounts of DNA template. A no template control was included in each PCR. Seven microlitres of each PCR product were digested overnight with ApoI, MluCI or EcoRV restriction enzymes, following manufacturers&#x02019; instruction (New England Biolabs, UK). RFLP products were run on 2&#x02013;2.5% agarose gel stained with GelRed and documented with a GelDoc<sup>&#x02122;</sup> system. Lab clones 3D7, Dd2 and 7G8 were used as positive and negative restriction controls.</p></sec><sec id="S15"><label>2.9.</label><title>Collection, DNA extraction and genotyping of symptomatic samples</title><p id="P18">The prevalence of <italic toggle="yes">P. falciparum</italic> specific SNPs in the 2013 cross-sectional survey was compared with the prevalence in mRDT positive fever patients (hereafter referred to as symptomatic samples) presenting at primary health care facilities January&#x02013;July 2013 in the two study districts. Positive mRDTs (SD-Bioline Malaria Ag P.f/Pan<sup>&#x000ae;</sup>) were passively collected at the health facilities and stored at room temperature. Chelex-100 extraction was used to extract DNA from the mRDTs as previously described (<xref rid="R24" ref-type="bibr">Ishengoma et al., 2011</xref>; <xref rid="R30" ref-type="bibr">Morris et al., 2013</xref>). Samples were genotyped as described above.</p></sec><sec id="S16"><label>2.10.</label><title>Ethical considerations</title><p id="P19">All participants of cross-sectional surveys provided written informed consent prior to blood sampling; in case of children a proxy-consent was provided from caretakers. Ethical approvals for this study were obtained from the ethical committees in Zanzibar (ZHRC/RAPD/03/2004, ZAMEC/0005/09, ZAMREC/0001/JUNE/011, ZAMREC/0001/APRIL/013) and the regional ethics committee in Stockholm (2009/387-31).</p></sec><sec id="S17"><label>2.11.</label><title>Statistical analyses</title><p id="P20">For prevalence calculations, the number of blood slide positive samples screened by PCR in 2005 was adjusted by 462/2141, stratifying by district and age group, to account for the sample selection (see <xref rid="S9" ref-type="sec">2.3</xref>). Prevalence in the two sentinel districts was compared by Fisher&#x02019;s exact test. Odds ratios (OR) were calculated for the different age groups by univariate logistic regression using children aged &#x0003c;5 years as the reference group for each year. Quantitative PCR-determined parasite densities and MOI were compared between the years by Wilcoxon rank-sum test. Expected heterozygosity <inline-formula><mml:math id="M1" display="inline"><mml:mfenced separators="|"><mml:mrow><mml:msub><mml:mrow><mml:mi>H</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">E</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfenced></mml:math></inline-formula> was calculated, as an indicator of genetic diversity, for each locus as <inline-formula><mml:math id="M2" display="inline"><mml:msub><mml:mrow><mml:mi>H</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">E</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mo>[</mml:mo><mml:mi>n</mml:mi><mml:mo>/</mml:mo><mml:mo>(</mml:mo><mml:mi>n</mml:mi><mml:mo>&#x02212;</mml:mo><mml:mn>1</mml:mn><mml:mo>)</mml:mo><mml:mo>]</mml:mo><mml:mfenced open="[" close="]" separators="|"><mml:mrow><mml:mn>1</mml:mn><mml:mo>&#x02212;</mml:mo><mml:mo>&#x02211;</mml:mo><mml:msubsup><mml:mrow><mml:mi mathvariant="normal">P</mml:mi></mml:mrow><mml:mrow><mml:mi>i</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup></mml:mrow></mml:mfenced></mml:math></inline-formula>, where <inline-formula><mml:math id="M3" display="inline"><mml:mi>n</mml:mi><mml:mo>=</mml:mo><mml:mspace width="0.25em"/><mml:mi mathvariant="normal">s</mml:mi><mml:mi mathvariant="normal">a</mml:mi><mml:mi mathvariant="normal">m</mml:mi><mml:mi mathvariant="normal">p</mml:mi><mml:mi mathvariant="normal">l</mml:mi><mml:mi mathvariant="normal">e</mml:mi><mml:mspace width="0.25em"/><mml:mi mathvariant="normal">s</mml:mi><mml:mi mathvariant="normal">i</mml:mi><mml:mi mathvariant="normal">z</mml:mi><mml:mi mathvariant="normal">e</mml:mi><mml:mo>,</mml:mo><mml:mspace width="0.25em"/><mml:msub><mml:mrow><mml:mi mathvariant="normal">P</mml:mi></mml:mrow><mml:mrow><mml:mi>i</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mspace width="0.25em"/><mml:mi mathvariant="normal">a</mml:mi><mml:mi mathvariant="normal">l</mml:mi><mml:mi mathvariant="normal">l</mml:mi><mml:mi mathvariant="normal">e</mml:mi><mml:mi mathvariant="normal">l</mml:mi><mml:mi mathvariant="normal">e</mml:mi><mml:mspace width="0.25em"/><mml:mi mathvariant="normal">f</mml:mi><mml:mi mathvariant="normal">r</mml:mi><mml:mi mathvariant="normal">e</mml:mi><mml:mi mathvariant="normal">q</mml:mi><mml:mi mathvariant="normal">u</mml:mi><mml:mi mathvariant="normal">e</mml:mi><mml:mi mathvariant="normal">n</mml:mi><mml:mi mathvariant="normal">c</mml:mi><mml:mi mathvariant="normal">y</mml:mi></mml:math></inline-formula> of the ith allele. <inline-formula><mml:math id="M4" display="inline"><mml:msub><mml:mrow><mml:mi>H</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">E</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> was compared between the years by two-sided student&#x02019;s <inline-formula><mml:math id="M5" display="inline"><mml:mi>t</mml:mi></mml:math></inline-formula>-test. The parasite populations were compared by pairwise fixation index <inline-formula><mml:math id="M6" display="inline"><mml:mfenced separators="|"><mml:mrow><mml:msub><mml:mrow><mml:mi>F</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">S</mml:mi><mml:mi mathvariant="normal">T</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfenced></mml:math></inline-formula> based genetic distances. SNP frequencies were defined as the proportion of isolates containing alleles associated with antimalarial drug resistance (including mixed infections). Isolates containing mixed SNP results at more than one position were excluded from the <italic toggle="yes">pfmdr1</italic> haplotype analysis; frequencies were calculated as for the SNPs. Longitudinal SNP and haplotype frequencies, and the SNP frequencies in the 2013 asymptomatic (cross-sectional) and symptomatic (fever patient) samples were compared by Fishers&#x02019; exact test. Due to small sample sizes the 2009&#x02013;2013 asymptomatic samples were pooled for comparison of haplotype frequency with symptomatic samples by Fisher&#x02019;s exact test. Analyses were repeated after excluding mixed infections to ensure these were not biasing the results. <inline-formula><mml:math id="M7" display="inline"><mml:msub><mml:mrow><mml:mi>F</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">S</mml:mi><mml:mi mathvariant="normal">T</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> was calculated with Arlequin 3.5 software (Swiss Institute of Bioinformatics, Switzerland); all other statistical analyses were conducted using Stata/SE 12.1 (StataCorp LP, USA). Statistical significance was determined as <inline-formula><mml:math id="M8" display="inline"><mml:mi>p</mml:mi><mml:mspace width="0.25em"/><mml:mo>&#x0003c;</mml:mo><mml:mspace width="0.25em"/><mml:mn>0.05</mml:mn></mml:math></inline-formula>.</p></sec></sec><sec id="S18"><label>3.</label><title>Results</title><sec id="S19"><label>3.1.</label><title>Parasite prevalence by microscopy/mRDT and PCR</title><p id="P21">The baseline demographics of all individuals included in the molecular screening of malaria are shown in <xref rid="T1" ref-type="table">Table 1</xref>. The prevalence of PCR-detectable malaria was 9.3-fold lower in 2013 as compared to 2005. However, as the prevalence of malaria declined, the relative proportion of subpatent infections only detected by PCR increased. In 2005 microscopy detected 35.7% (50/140) of the PCR-positive samples, whereas in 2013 only 8.8% (6/68) were also detected by mRDT.</p></sec><sec id="S20"><label>3.2.</label><title>Species, geographic- and age distribution of malaria</title><p id="P22"><italic toggle="yes">P. falciparum</italic> remained the predominant species present in 78.5&#x02013;100% of the infections (including mixed infections). <italic toggle="yes">P. malariae</italic> was present in 12.2&#x02013;43.2% of the infections (<xref rid="F1" ref-type="fig">Fig. 1A</xref>). No cases of <italic toggle="yes">P. ovale</italic> or <italic toggle="yes">P. vivax</italic> were identified.</p><p id="P23">Between 2005 and 2013 there was an 8.8-fold decrease in North A and 10.7-fold decrease in Micheweni in PCR-determined malaria prevalence (<xref rid="T2" ref-type="table">Table 2</xref>); the prevalence was higher in Micheweni than in North A for all years, although the difference was not significant in 2013. Children aged 5&#x02013;15 years and young adults 15&#x02013;25 years generally appeared to have higher prevalence of malaria as compared to children &#x0003c;5 years and adults (<xref rid="F1" ref-type="fig">Fig. 1B</xref>). In 2005 children aged 5&#x02013;15 were most likely to have malaria (OR 3.8; CI95% 1.9&#x02013;7.4), whereas in 2011 and 2013 the burden was highest in young adults aged 15&#x02013;25 (OR 3.4; CI95% 1.3&#x02013;8.8 and OR 3.7; CI95% 1.8&#x02013;7.5, respectively) (<xref rid="SD1" ref-type="supplementary-material">Supplementary Table 3</xref>).</p></sec><sec id="S21"><label>3.3.</label><title>Parasite densities estimated by qPCR</title><p id="P24">The majority of asymptomatic infections had parasite densities lower than 10 p/&#x003bc;L (<xref rid="F2" ref-type="fig">Fig. 2</xref>). Densities ranged from &#x0003c;1 to 28,918 p/&#x003bc;L in <italic toggle="yes">P. falciparum</italic> monoinfections and 1&#x02013;8 p/&#x003bc;L in <italic toggle="yes">P. malariae</italic> monoinfections (<xref rid="T3" ref-type="table">Table 3</xref>). The median parasite density was significantly higher in 2005 than in the subsequent years (<italic toggle="yes">p</italic> &#x0003c; 0.01). In 2005 there was a significant difference (<italic toggle="yes">p</italic> &#x0003c; 0.001) in the densities between the microscopy positive (geometric mean: 222, range: 1&#x02013;247,241) and microscopy negative samples (geometric mean: 9, range: &#x0003c;1&#x02013;777). Parasites densities could only be determined by 18S rRNA qPCR in 44.9% of the samples in 2013 compared to 88.6% in 2005, suggesting there has been an increase over time in the proportion of samples with parasite densities lower than the 18S rRNA qPCR detection limit.</p></sec><sec id="S22"><label>3.4.</label><title>Complexity and diversity of P. falciparum infections</title><p id="P25">The median MOI decreased significantly from 2005 to 2009 (<italic toggle="yes">p</italic> = 0.01), but no difference was observed between 2009 and 2011 (<italic toggle="yes">p</italic> = 0.73) (<xref rid="T4" ref-type="table">Table 4</xref>). There was no significant difference in MOI in children &#x0003c;5 years and those 5&#x02013;15 years (<italic toggle="yes">p</italic> = 0.75) in all years. Heterozygosity in the analysed loci was high, with no significant difference between any two years (<italic toggle="yes">p</italic> &#x0003e; 0.05). <inline-formula><mml:math id="M9" display="inline"><mml:msub><mml:mrow><mml:mi>F</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">S</mml:mi><mml:mi mathvariant="normal">T</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> analysis did not detect any changes in the population of parasites from one year to another.</p></sec><sec id="S23"><label>3.5.</label><title>Molecular genotyping of single nucleotide polymorphisms</title><p id="P26">The molecular genotyping data for <italic toggle="yes">pfcrt</italic> K76T, <italic toggle="yes">pfmdr1</italic> N86Y, Y184F and D1246Y are shown in <xref rid="F3" ref-type="fig">Fig. 3</xref>. A significant decrease occurred in the asymptomatic samples in the <italic toggle="yes">pfcrt</italic> 76T allele frequency between 2005 and 2013 (99.2&#x02013;64.7%, <italic toggle="yes">p</italic> &#x0003c; 0.001) and in the <italic toggle="yes">pfmdr1</italic> 86Y allele frequency between 2009 and 2013 (89.4&#x02013;66.7%, <italic toggle="yes">p</italic> = 0.03). There was no significant difference in the <italic toggle="yes">pfmdr1</italic> haplotype frequencies over time. The <italic toggle="yes">pfmdr1</italic> YYY and YYD haplotypes were most common, followed by <italic toggle="yes">pfmdr1</italic> NFD and NYD (<xref rid="T5" ref-type="table">Table 5</xref>).</p><p id="P27">The frequencies of <italic toggle="yes">pfmdr1</italic> 86Y and 1246Y were significantly higher in the 2013 asymptomatic samples when compared with the symptomatic samples (<italic toggle="yes">p</italic> = 0.03 and <italic toggle="yes">p</italic> &#x0003c; 0.001, respectively). There was no significant difference in the frequency of <italic toggle="yes">pfcrt</italic> 76T (<italic toggle="yes">p</italic> = 0.11). The <italic toggle="yes">pfmdr1</italic> YYY and YYD haplotypes were significantly more frequent in the asymptomatic samples (<italic toggle="yes">p</italic> &#x0003c; 0.001), whereas the <italic toggle="yes">pfmdr1</italic> NFD was more frequent in the symptomatic samples (<italic toggle="yes">p</italic> &#x0003c; 0.001) (<xref rid="T5" ref-type="table">Table 5</xref>).</p><p id="P28">The statistical analyses were repeated after excluding mixed infections to ensure these were not biasing the results; removing mixed infections did not significantly alter the results.</p></sec></sec><sec id="S24"><label>4.</label><title>Discussion</title><p id="P29">There is a declining, albeit persistent, reservoir of parasites present at low-densities in asymptomatic individuals in Zanzibar. The ability to accurately detect and subsequently treat all parasite carriers is fundamental for malaria elimination efforts.</p><p id="P30">As the prevalence of PCR-determined malaria declined in Zanzibar so did the relative proportion of infections that were detectable by microscopy or mRDT. High prevalence of sub-microscopic malaria has been reported in many other endemic areas (<xref rid="R17" ref-type="bibr">Ganguly et al., 2013</xref>; <xref rid="R19" ref-type="bibr">Golassa et al., 2013</xref>; <xref rid="R28" ref-type="bibr">Manjurano et al., 2011</xref>; <xref rid="R42" ref-type="bibr">Roper et al., 1996</xref>; <xref rid="R45" ref-type="bibr">Stresman et al., 2014</xref>). Okell et al. estimated that in low-transmission settings, where PCR-determined prevalence is less than 10%, microscopy would only detect on average 12% of all PCR-detectable infections (<xref rid="R38" ref-type="bibr">Okell et al., 2009</xref>, <xref rid="R39" ref-type="bibr">2012</xref>). Our data confirm this and, importantly, our qPCR data showed that the majority of infections had densities much lower than the detection limits of both microscopy (50&#x02013;100 p/&#x003bc;L) and mRDT (100 p/&#x003bc;L).</p><p id="P31">Several studies have demonstrated the transmission potential of low-density malaria infections (<xref rid="R6" ref-type="bibr">Bousema et al., 2014</xref>; <xref rid="R29" ref-type="bibr">Mawili-Mboumba et al., 2013</xref>), although their contribution to overall transmission has been debated (<xref rid="R27" ref-type="bibr">Lin et al., 2014</xref>). In Zanzibar, where it appears that subpatent infections constitute a large proportion of the parasite reservoir, it is important that infections are monitored using appropriate molecular tools (<xref rid="R8" ref-type="bibr">Cook et al., 2014</xref>). Despite the high sensitivity of PCR, infections with densities below or close to the PCR detection level are still missed. This limitation is also apparent in the low reproducibility of PCR-detectable low-density infections (<xref rid="R9" ref-type="bibr">Costa et al., 2014</xref>), and is important in discussions on the optimal strategy to clear remaining parasite reservoirs in malaria pre-elimination settings, by active infection detection or mass drug administration.</p><p id="P32"><italic toggle="yes">P. falciparum</italic> remained the predominant species throughout the study period. The prevalence was highest in older children and young adults (aged 5&#x02013;25 years); with differential distribution between the two study districts. As malaria prevalence declines the epidemiology of malaria shifts, resulting in temporal heterogeneity and concentration of malaria in particular localities and demographic groups (<xref rid="R10" ref-type="bibr">Cotter et al., 2013</xref>). Characterisation of submicroscopic parasite populations requires highly sensitive molecular methods, but may provide important information for elimination programmes for scale-up and targeting of elimination strategies in remaining pockets of malaria infection (<xref rid="R46" ref-type="bibr">Tietje et al., 2014</xref>).</p><p id="P33">A significant reduction in the complexity of infection was observed between 2005 and 2009. MOI provides an alternative measure of transmission intensity (<xref rid="R45" ref-type="bibr">Stresman et al., 2014</xref>; <xref rid="R48" ref-type="bibr">Tusting et al., 2014</xref>), and our results correlate well with the reduction of transmission in Zanzibar. The heterozygosity, on the other hand, remained high over the study period with no significant difference between the years. The results are comparable to other geographical areas of sub-Saharan Africa (<xref rid="R2" ref-type="bibr">Anderson et al., 2000</xref>; <xref rid="R32" ref-type="bibr">Mwingira et al., 2011</xref>; <xref rid="R54" ref-type="bibr">Zhong et al., 2007</xref>), and suggest that the remaining parasite population is of high diversity. <inline-formula><mml:math id="M10" display="inline"><mml:msub><mml:mrow><mml:mi>F</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">S</mml:mi><mml:mi mathvariant="normal">T</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> analysis showed no detectable reduction in the effective population size or bottlenecks during the transition from high to low transmission in Zanzibar. Similar findings have been reported from the highlands in western Kenya and Malawi (<xref rid="R44" ref-type="bibr">Sisya et al., 2015</xref>; <xref rid="R54" ref-type="bibr">Zhong et al., 2007</xref>), in contrast to the low genetic diversity and high genetic differentiation that has been observed in low transmission settings in parts of Asia and South America (<xref rid="R2" ref-type="bibr">Anderson et al., 2000</xref>). Changes in <italic toggle="yes">H</italic><sub>E</sub> occur slowly over time, and recent changes in malaria transmission combined with small sample sizes may therefore not provide the means to detect subtle changes in <inline-formula><mml:math id="M11" display="inline"><mml:msub><mml:mrow><mml:mi>H</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">E</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> as a measure of genetic diversity (<xref rid="R44" ref-type="bibr">Sisya et al., 2015</xref>).</p><p id="P34">Artesunate&#x02013;amodiaquine was deployed as a first-line treatment for uncomplicated malaria in all public health facilities in 2003. Intriguingly, a substantial decline in the <italic toggle="yes">pfcrt</italic> 76T and <italic toggle="yes">pfmdr1</italic> 86Y frequency occurred during the study period among PCR-determined parasite carriers, even though these SNPs have been associated, both <italic toggle="yes">in vitro</italic> and <italic toggle="yes">in vivo</italic>, with resistance to amodiaquine (<xref rid="R13" ref-type="bibr">Echeverry et al., 2007</xref>; <xref rid="R14" ref-type="bibr">Folarin et al., 2011</xref>; <xref rid="R40" ref-type="bibr">Picot et al., 2009</xref>; <xref rid="R49" ref-type="bibr">Venkatesan et al., 2014</xref>). A similar reduction was observed in febrile cases during the period 2002&#x02013;2010 in Zanzibar (<xref rid="R15" ref-type="bibr">Froberg et al., 2012</xref>). These apparently controversial results may be attributed to the fitness costs associated with these SNPs (<xref rid="R3" ref-type="bibr">Babiker et al., 2009</xref>; <xref rid="R43" ref-type="bibr">Rosenthal, 2013</xref>). Resistance-mediating polymorphisms, that are associated with substantial fitness costs, result in the selection of wild-type alleles both <italic toggle="yes">in vitro</italic> and in areas of diminishing drug pressure (<xref rid="R3" ref-type="bibr">Babiker et al., 2009</xref>; <xref rid="R16" ref-type="bibr">Froberg et al., 2013</xref>; <xref rid="R43" ref-type="bibr">Rosenthal, 2013</xref>). A typical example is the return of the chloroquine sensitive form (<italic toggle="yes">pfcrt</italic> K76) in areas where chloroquine use has been discontinued due to high levels of resistance (Gharbi et al., 2013; <xref rid="R26" ref-type="bibr">Kublin et al., 2003</xref>; <xref rid="R33" ref-type="bibr">Ndiaye et al., 2012</xref>; <xref rid="R34" ref-type="bibr">Nkhoma et al., 2007</xref>; <xref rid="R52" ref-type="bibr">Wurtz et al., 2012</xref>). Genetic dilution by imported parasites from the African main-land could be another contributing factor to the decline in frequency since Artemether&#x02013;lumefantrine, which selects in the opposite direction of artesunate&#x02013;amodiaquine (<italic toggle="yes">pfcrt</italic> K76, <italic toggle="yes">pfmdr1</italic> N86, 184F, D1246) (<xref rid="R49" ref-type="bibr">Venkatesan et al., 2014</xref>), is the first-line treatment in main-land Tanzania and Kenya. Importation of parasites may also explain the sustained high heterozygosity in Zanzibar (<xref rid="R54" ref-type="bibr">Zhong et al., 2007</xref>).</p><p id="P35">Interestingly, in the to-date most extensive report (a pooled analysis of individual patient data), none of the analysed <italic toggle="yes">pfcrt</italic> or <italic toggle="yes">pfmdr1</italic> parasite genotypes were significant risk factors for recrudescent infections (treatment failures), but <italic toggle="yes">pfmdr1</italic> 86Y, 1246Y were selected in re-infections after treatment with artesunate&#x02013;amodiaquine (<xref rid="R49" ref-type="bibr">Venkatesan et al., 2014</xref>). Furthermore, in patients treated with artesunate&#x02013;amodiaquine, parasites carrying <italic toggle="yes">pfmdr1</italic> 86Y, 1246Y, or <italic toggle="yes">pfcrt</italic> 76T appeared earlier during follow-up than those carrying <italic toggle="yes">pfmdr1</italic> N86, D1246, or <italic toggle="yes">pfcrt</italic> K76, indicating an advantage of harbouring these mutations when under direct drug pressure (<xref rid="R49" ref-type="bibr">Venkatesan et al., 2014</xref>). However, prolonged use of artesunate&#x02013;amodiaquine does not seem to select for molecular markers that have been associated with amodiaquine resistance (<xref rid="R15" ref-type="bibr">Froberg et al., 2012</xref>), which is important for the continued efficacy of this ACT since treatment outcome is largely dependent on the long half-life partner drug (<xref rid="R49" ref-type="bibr">Venkatesan et al., 2014</xref>).</p><p id="P36">Frequencies of the <italic toggle="yes">pfmdr1</italic> 86Y, 1246Y SNPs and the <italic toggle="yes">pfmdr1</italic> YYY and YYD haplotypes were significantly higher in asymptomatic infections than in symptomatic infections in 2013. Similar findings have recently been reported in Uganda and Benin, where the prevalence of wild-type genotypes were significantly higher in febrile children compared to asymptomatic children, suggesting greater virulence for wild type parasites (<xref rid="R37" ref-type="bibr">Ogouyemi-Hounto et al., 2013</xref>; <xref rid="R47" ref-type="bibr">Tukwasibwe et al., 2014</xref>). It could be that asymptomatic infections represent an important reservoir for resistance genes that confer a fitness disadvantage relative to wild-type alleles and may therefore contribute to the epidemiology of drug resistant malaria (<xref rid="R7" ref-type="bibr">Brown et al., 2012</xref>). However, additional studies are required to determine if fitness is associated with virulence, and how it may influence onward transmission and spread of antimalarial drug resistance. Most likely these interactions are dependent on a complex interplay between, for example, parasite fitness, host immunity, transmission intensity, and drug pressure (<xref rid="R43" ref-type="bibr">Rosenthal, 2013</xref>).</p><p id="P37">There are several limitations with this study. Asymptomatic malaria was identified by PCR in healthy individuals participating in cross-sectional surveys. This study design gives a &#x0201c;snap-shot in time&#x0201d; and limits the understanding of the history, progression and dynamics of these infections. Importantly, reliable information on fever and treatments histories was not available for the study subjects, and the lack of gametocyte carriage data gives little insight regarding the contribution of these infections to malaria transmission. There are also several inherent limitations with PCR, such as the risk of false positivity and the limited sensitivity of RFLP assays to detect mixed infections. Finally, genotyping of molecular markers may be a useful tool for early detection of selection/development of resistance but should ideally be followed up by clinical trials to assess the true efficacy of artesunate&#x02013;amodiaquine in Zanzibar.</p></sec><sec id="S25"><label>5.</label><title>Conclusions</title><p id="P38">There is a declining, albeit persistent, reservoir of parasites present at low-densities in asymptomatic individuals in Zanzibar. This study revealed important characteristics of the remaining parasite population, including intriguing temporal trends in molecular markers associated with antimalarial resistance, which need to be further investigated.</p></sec><sec sec-type="supplementary-material" id="SM1"><title>Supplementary Material</title><supplementary-material id="SD1" position="float" content-type="local-data"><label>Supplemental files</label><media xlink:href="NIHMS1896135-supplement-Supplemental_files.docx" id="d64e1212" position="anchor"/></supplementary-material></sec></body><back><ack id="S26"><title>Acknowledgements</title><p id="P39">We would like to thank all participants, staff members, and ZAMEP employees involved in the cross-sectional surveys for their dedicated participation. This work was supported by the Swedish Civil Contingencies Agency (MSB) [Grant number 2010-7991], the Swedish Medical Research Council (VR) [Grant numbers 2009-3785 and 2013-6594], and Goljes Foundation. In memoriam of Ali K. Abass, a much missed friend and colleague.</p></ack><fn-group><fn fn-type="COI-statement" id="FN2"><p id="P40">Conflict of interest</p><p id="P41">All authors declare no conflict of interest.</p></fn><fn id="FN3"><p id="P42">Appendix A. Supplementary data</p><p id="P43">Supplementary data associated with this article can be found, in the online version, at <ext-link xlink:href="10.1016/j.meegid.2015.04.018" ext-link-type="doi">http://dx.doi.org/10.1016/j.meegid.2015.04.018</ext-link>.</p></fn></fn-group><ref-list><title>References</title><ref id="R1"><mixed-citation publication-type="journal"><name><surname>Alonso</surname><given-names>PL</given-names></name>, <name><surname>Tanner</surname><given-names>M</given-names></name>, <year>2013</year>. <article-title>Public health challenges and prospects for malaria control and elimination</article-title>. <source>Nat. Med</source>. <volume>19</volume>, <fpage>150</fpage>&#x02013;<lpage>155</lpage>.<pub-id pub-id-type="pmid">23389615</pub-id></mixed-citation></ref><ref id="R2"><mixed-citation publication-type="journal"><name><surname>Anderson</surname><given-names>TJ</given-names></name>, <name><surname>Haubold</surname><given-names>B</given-names></name>, <name><surname>Williams</surname><given-names>JT</given-names></name>, <name><surname>Estrada-Franco</surname><given-names>JG</given-names></name>, <name><surname>Richardson</surname><given-names>L</given-names></name>, <name><surname>Mollinedo</surname><given-names>R</given-names></name>, <name><surname>Bockarie</surname><given-names>M</given-names></name>, <name><surname>Mokili</surname><given-names>J</given-names></name>, <name><surname>Mharakurwa</surname><given-names>S</given-names></name>, <name><surname>French</surname><given-names>N</given-names></name>, <name><surname>Whitworth</surname><given-names>J</given-names></name>, <name><surname>Velez</surname><given-names>ID</given-names></name>, <name><surname>Brockman</surname><given-names>AH</given-names></name>, <name><surname>Nosten</surname><given-names>F</given-names></name>, <name><surname>Ferreira</surname><given-names>MU</given-names></name>, <name><surname>Day</surname><given-names>KP</given-names></name>, <year>2000</year>. <article-title>Microsatellite markers reveal a spectrum of population structures in the malaria parasite <italic toggle="yes">Plasmodium falciparum</italic></article-title>. <source>Mol. Biol. Evol</source>. <volume>17</volume>, <fpage>1467</fpage>&#x02013;<lpage>1482</lpage>.<pub-id pub-id-type="pmid">11018154</pub-id></mixed-citation></ref><ref id="R3"><mixed-citation publication-type="journal"><name><surname>Babiker</surname><given-names>HA</given-names></name>, <name><surname>Hastings</surname><given-names>IM</given-names></name>, <name><surname>Swedberg</surname><given-names>G</given-names></name>, <year>2009</year>. <article-title>Impaired fitness of drug-resistant malaria parasites: evidence and implication on drug-deployment policies</article-title>. <source>Expert Rev. Anti Infect. Ther</source>. <volume>7</volume>, <fpage>581</fpage>&#x02013;<lpage>593</lpage>.<pub-id pub-id-type="pmid">19485798</pub-id></mixed-citation></ref><ref id="R4"><mixed-citation publication-type="journal"><name><surname>Beer</surname><given-names>N</given-names></name>, <name><surname>Ali</surname><given-names>AS</given-names></name>, <name><surname>Shakely</surname><given-names>D</given-names></name>, <name><surname>Elfving</surname><given-names>K</given-names></name>, <name><surname>Al-Mafazy</surname><given-names>AW</given-names></name>, <name><surname>Msellem</surname><given-names>M</given-names></name>, <name><surname>Petzold</surname><given-names>M</given-names></name>, <name><surname>Bjorkman</surname><given-names>A</given-names></name>, <name><surname>Kallander</surname><given-names>K</given-names></name>, <year>2013</year>. <article-title>High effective coverage of vector control interventions in children after achieving low malaria transmission in Zanzibar Tanzania</article-title>. <source>Malar. J</source>. <volume>12</volume>, <fpage>38</fpage>.<pub-id pub-id-type="pmid">23360479</pub-id></mixed-citation></ref><ref id="R5"><mixed-citation publication-type="journal"><name><surname>Bhattarai</surname><given-names>A</given-names></name>, <name><surname>Ali</surname><given-names>AS</given-names></name>, <name><surname>Kachur</surname><given-names>SP</given-names></name>, <name><surname>Martensson</surname><given-names>A</given-names></name>, <name><surname>Abbas</surname><given-names>AK</given-names></name>, <name><surname>Khatib</surname><given-names>R</given-names></name>, <name><surname>Al-Mafazy</surname><given-names>AW</given-names></name>, <name><surname>Ramsan</surname><given-names>M</given-names></name>, <name><surname>Rotllant</surname><given-names>G</given-names></name>, <name><surname>Gerstenmaier</surname><given-names>JF</given-names></name>, <name><surname>Molteni</surname><given-names>F</given-names></name>, <name><surname>Abdulla</surname><given-names>S</given-names></name>, <name><surname>Montgomery</surname><given-names>SM</given-names></name>, <name><surname>Kaneko</surname><given-names>A</given-names></name>, <name><surname>Bjorkman</surname><given-names>A</given-names></name>, <year>2007</year>. <article-title>Impact of artemisinin-based combination therapy and insecticide-treated nets on malaria burden in Zanzibar</article-title>. <source>PLoS Med</source>. <volume>4</volume>, <fpage>e309</fpage>.<pub-id pub-id-type="pmid">17988171</pub-id></mixed-citation></ref><ref id="R6"><mixed-citation publication-type="journal"><name><surname>Bousema</surname><given-names>T</given-names></name>, <name><surname>Okell</surname><given-names>L</given-names></name>, <name><surname>Felger</surname><given-names>I</given-names></name>, <name><surname>Drakeley</surname><given-names>C</given-names></name>, <year>2014</year>. <article-title>Asymptomatic malaria infections: detectability, transmissibility and public health relevance</article-title>. <source>Nat. Rev. Microbiol</source>.</mixed-citation></ref><ref id="R7"><mixed-citation publication-type="journal"><name><surname>Brown</surname><given-names>T</given-names></name>, <name><surname>Smith</surname><given-names>LS</given-names></name>, <name><surname>Oo</surname><given-names>EK</given-names></name>, <name><surname>Shawng</surname><given-names>K</given-names></name>, <name><surname>Lee</surname><given-names>TJ</given-names></name>, <name><surname>Sullivan</surname><given-names>D</given-names></name>, <name><surname>Beyrer</surname><given-names>C</given-names></name>, <name><surname>Richards</surname><given-names>AK</given-names></name>, <year>2012</year>. <article-title>Molecular surveillance for drug-resistant <italic toggle="yes">Plasmodium falciparum</italic> in clinical and subclinical populations from three border regions of Burma/Myanmar: cross-sectional data and a systematic review of resistance studies</article-title>. <source>Malar. J</source>. <volume>11</volume>, <fpage>333</fpage>.<pub-id pub-id-type="pmid">22992214</pub-id></mixed-citation></ref><ref id="R8"><mixed-citation publication-type="journal"><name><surname>Cook</surname><given-names>J</given-names></name>, <name><surname>Xu</surname><given-names>W</given-names></name>, <name><surname>Msellem</surname><given-names>M</given-names></name>, <name><surname>Vonk</surname><given-names>M</given-names></name>, <name><surname>Bergstrom</surname><given-names>B</given-names></name>, <name><surname>Gosling</surname><given-names>R</given-names></name>, <name><surname>Al-Mafazy</surname><given-names>AW</given-names></name>, <name><surname>McElroy</surname><given-names>P</given-names></name>, <name><surname>Molteni</surname><given-names>F</given-names></name>, <name><surname>Abass</surname><given-names>AK</given-names></name>, <name><surname>Garimo</surname><given-names>I</given-names></name>, <name><surname>Ramsan</surname><given-names>M</given-names></name>, <name><surname>Ali</surname><given-names>A</given-names></name>, <name><surname>Martensson</surname><given-names>A</given-names></name>, <name><surname>Bjorkman</surname><given-names>A</given-names></name>, <year>2014</year>. <article-title>Mass screening and treatment using a falciparum-specific rapid diagnostic test did not reduce malaria incidence in Zanzibar</article-title>. <source>J. Infect. Dis</source>.</mixed-citation></ref><ref id="R9"><mixed-citation publication-type="journal"><name><surname>Costa</surname><given-names>DC</given-names></name>, <name><surname>Madureira</surname><given-names>AP</given-names></name>, <name><surname>Amaral</surname><given-names>LC</given-names></name>, <name><surname>Sanchez</surname><given-names>BA</given-names></name>, <name><surname>Gomes</surname><given-names>LT</given-names></name>, <name><surname>Fontes</surname><given-names>CJ</given-names></name>, <name><surname>Limongi</surname><given-names>JE</given-names></name>, <name><surname>de Brito</surname><given-names>CF</given-names></name>, <name><surname>Carvalho</surname><given-names>LH</given-names></name>, <year>2014</year>. <article-title>Submicroscopic malaria parasite carriage: how reproducible are polymerase chain reaction-based methods?</article-title>
<source>Mem. Inst. Oswaldo Cruz</source>
<volume>109</volume>, <fpage>21</fpage>&#x02013;<lpage>28</lpage>.<pub-id pub-id-type="pmid">24626306</pub-id></mixed-citation></ref><ref id="R10"><mixed-citation publication-type="journal"><name><surname>Cotter</surname><given-names>C</given-names></name>, <name><surname>Sturrock</surname><given-names>HJ</given-names></name>, <name><surname>Hsiang</surname><given-names>MS</given-names></name>, <name><surname>Liu</surname><given-names>J</given-names></name>, <name><surname>Phillips</surname><given-names>AA</given-names></name>, <name><surname>Hwang</surname><given-names>J</given-names></name>, <name><surname>Gueye</surname><given-names>CS</given-names></name>, <name><surname>Fullman</surname><given-names>N</given-names></name>, <name><surname>Gosling</surname><given-names>RD</given-names></name>, <name><surname>Feachem</surname><given-names>RG</given-names></name>, <year>2013</year>. <article-title>The changing epidemiology of malaria elimination: new strategies for new challenges</article-title>. <source>Lancet</source>.</mixed-citation></ref><ref id="R11"><mixed-citation publication-type="journal"><name><surname>Djimde</surname><given-names>AA</given-names></name>, <name><surname>Fofana</surname><given-names>B</given-names></name>, <name><surname>Sagara</surname><given-names>I</given-names></name>, <name><surname>Sidibe</surname><given-names>B</given-names></name>, <name><surname>Toure</surname><given-names>S</given-names></name>, <name><surname>Dembele</surname><given-names>D</given-names></name>, <name><surname>Dama</surname><given-names>S</given-names></name>, <name><surname>Ouologuem</surname><given-names>D</given-names></name>, <name><surname>Dicko</surname><given-names>A</given-names></name>, <name><surname>Doumbo</surname><given-names>OK</given-names></name>, <year>2008</year>. <article-title>Efficacy, safety, and selection of molecular markers of drug resistance by two ACTs in Mali</article-title>. <source>Am. J. Trop. Med. Hyg</source>. <volume>78</volume>, <fpage>455</fpage>&#x02013;<lpage>461</lpage>.<pub-id pub-id-type="pmid">18337343</pub-id></mixed-citation></ref><ref id="R12"><mixed-citation publication-type="journal"><name><surname>Duraisingh</surname><given-names>MT</given-names></name>, <name><surname>Drakeley</surname><given-names>CJ</given-names></name>, <name><surname>Muller</surname><given-names>O</given-names></name>, <name><surname>Bailey</surname><given-names>R</given-names></name>, <name><surname>Snounou</surname><given-names>G</given-names></name>, <name><surname>Targett</surname><given-names>GA</given-names></name>, <name><surname>Greenwood</surname><given-names>BM</given-names></name>, <name><surname>Warhurst</surname><given-names>DC</given-names></name>, <year>1997</year>. <article-title>Evidence for selection for the tyrosine-86 allele of the pfmdr 1 gene of <italic toggle="yes">Plasmodium falciparum</italic> by chloroquine and amodiaquine</article-title>. <source>Parasitology</source>
<volume>114</volume> (<issue>Pt 3</issue>), <fpage>205</fpage>&#x02013;<lpage>211</lpage>.<pub-id pub-id-type="pmid">9075340</pub-id></mixed-citation></ref><ref id="R13"><mixed-citation publication-type="journal"><name><surname>Echeverry</surname><given-names>DF</given-names></name>, <name><surname>Holmgren</surname><given-names>G</given-names></name>, <name><surname>Murillo</surname><given-names>C</given-names></name>, <name><surname>Higuita</surname><given-names>JC</given-names></name>, <name><surname>Bjorkman</surname><given-names>A</given-names></name>, <name><surname>Gil</surname><given-names>JP</given-names></name>, <name><surname>Osorio</surname><given-names>L</given-names></name>, <year>2007</year>. <article-title>Short report: polymorphisms in the pfcrt and pfmdr1 genes of <italic toggle="yes">Plasmodium falciparum</italic> and <italic toggle="yes">in vitro</italic> susceptibility to amodiaquine and desethylamodiaquine</article-title>. <source>Am. J. Trop. Med. Hyg</source>. <volume>77</volume>, <fpage>1034</fpage>&#x02013;<lpage>1038</lpage>.<pub-id pub-id-type="pmid">18165517</pub-id></mixed-citation></ref><ref id="R14"><mixed-citation publication-type="journal"><name><surname>Folarin</surname><given-names>OA</given-names></name>, <name><surname>Bustamante</surname><given-names>C</given-names></name>, <name><surname>Gbotosho</surname><given-names>GO</given-names></name>, <name><surname>Sowunmi</surname><given-names>A</given-names></name>, <name><surname>Zalis</surname><given-names>MG</given-names></name>, <name><surname>Oduola</surname><given-names>AM</given-names></name>, <name><surname>Happi</surname><given-names>CT</given-names></name>, <year>2011</year>. <article-title><italic toggle="yes">In vitro</italic> amodiaquine resistance and its association with mutations in pfcrt and pfmdr1 genes of <italic toggle="yes">Plasmodium falciparum</italic> isolates from Nigeria</article-title>. <source>Acta Trop</source>. <volume>120</volume>, <fpage>224</fpage>&#x02013;<lpage>230</lpage>.<pub-id pub-id-type="pmid">21920347</pub-id></mixed-citation></ref><ref id="R15"><mixed-citation publication-type="journal"><name><surname>Froberg</surname><given-names>G</given-names></name>, <name><surname>Jornhagen</surname><given-names>L</given-names></name>, <name><surname>Morris</surname><given-names>U</given-names></name>, <name><surname>Shakely</surname><given-names>D</given-names></name>, <name><surname>Msellem</surname><given-names>MI</given-names></name>, <name><surname>Gil</surname><given-names>JP</given-names></name>, <name><surname>Bjorkman</surname><given-names>A</given-names></name>, <name><surname>Martensson</surname><given-names>A</given-names></name>, <year>2012</year>. <article-title>Decreased prevalence of <italic toggle="yes">Plasmodium falciparum</italic> resistance markers to amodiaquine despite its wide scale use as ACT partner drug in Zanzibar</article-title>. <source>Malar. J</source>. <volume>11</volume>, <fpage>321</fpage>.<pub-id pub-id-type="pmid">22966778</pub-id></mixed-citation></ref><ref id="R16"><mixed-citation publication-type="journal"><name><surname>Froberg</surname><given-names>G</given-names></name>, <name><surname>Ferreira</surname><given-names>PE</given-names></name>, <name><surname>Martensson</surname><given-names>A</given-names></name>, <name><surname>Ali</surname><given-names>A</given-names></name>, <name><surname>Bjorkman</surname><given-names>A</given-names></name>, <name><surname>Gil</surname><given-names>JP</given-names></name>, <year>2013</year>. <article-title>Assessing the cost&#x02013;benefit effect of a <italic toggle="yes">Plasmodium falciparum</italic> drug resistance mutation on parasite growth <italic toggle="yes">in vitro</italic></article-title>. <source>Antimicrob. Agents Chemother</source>. <volume>57</volume>, <fpage>887</fpage>&#x02013;<lpage>892</lpage>.<pub-id pub-id-type="pmid">23208719</pub-id></mixed-citation></ref><ref id="R17"><mixed-citation publication-type="journal"><name><surname>Ganguly</surname><given-names>S</given-names></name>, <name><surname>Saha</surname><given-names>P</given-names></name>, <name><surname>Guha</surname><given-names>SK</given-names></name>, <name><surname>Biswas</surname><given-names>A</given-names></name>, <name><surname>Das</surname><given-names>S</given-names></name>, <name><surname>Kundu</surname><given-names>PK</given-names></name>, <name><surname>Maji</surname><given-names>AK</given-names></name>, <year>2013</year>. <article-title>High prevalence of asymptomatic malaria in a tribal population in eastern India</article-title>. <source>J. Clin. Microbiol</source>. <volume>51</volume>, <fpage>1439</fpage>&#x02013;<lpage>1444</lpage>.<pub-id pub-id-type="pmid">23426929</pub-id></mixed-citation></ref><ref id="R18"><mixed-citation publication-type="journal"><name><surname>Gharbi</surname><given-names>M</given-names></name>, <name><surname>Flegg</surname><given-names>JA</given-names></name>, <name><surname>Hubert</surname><given-names>V</given-names></name>, <name><surname>Kendjo</surname><given-names>E</given-names></name>, <name><surname>Metcalf</surname><given-names>JE</given-names></name>, <name><surname>Bertaux</surname><given-names>L</given-names></name>, <name><surname>Guerin</surname><given-names>PJ</given-names></name>, <name><surname>Le Bras</surname><given-names>J</given-names></name>, <collab>Members of the French National Reference Centre for Imported Malaria, S.</collab>, <name><surname>Aboubaca</surname><given-names>A</given-names></name>, <name><surname>Agnamey</surname><given-names>P</given-names></name>, <name><surname>Angoulvant</surname><given-names>A</given-names></name>, <name><surname>Barbut</surname><given-names>P</given-names></name>, <name><surname>Basset</surname><given-names>D</given-names></name>, <name><surname>Belkadi</surname><given-names>G</given-names></name>, <name><surname>Bellanger</surname><given-names>AP</given-names></name>, <name><surname>Bemba</surname><given-names>D</given-names></name>, <name><surname>Benoit-Vica</surname><given-names>F</given-names></name>, <name><surname>Berry</surname><given-names>A</given-names></name>, <name><surname>Bigel</surname><given-names>ML</given-names></name>, <name><surname>Bonhomme</surname><given-names>J</given-names></name>, <name><surname>Botterel</surname><given-names>F</given-names></name>, <name><surname>Bouchaud</surname><given-names>O</given-names></name>, <name><surname>Bougnoux</surname><given-names>ME</given-names></name>, <name><surname>Bouree</surname><given-names>P</given-names></name>, <name><surname>Bourgeois</surname><given-names>N</given-names></name>, <name><surname>Branger</surname><given-names>C</given-names></name>, <name><surname>Bret</surname><given-names>L</given-names></name>, <name><surname>Buret</surname><given-names>B</given-names></name>, <name><surname>Casalino</surname><given-names>E</given-names></name>, <name><surname>Chevrier</surname><given-names>S</given-names></name>, <name><surname>Conquere de Monbrison</surname><given-names>F</given-names></name>, <name><surname>Cuisenier</surname><given-names>B</given-names></name>, <name><surname>Danis</surname><given-names>M</given-names></name>, <name><surname>Darde</surname><given-names>ML</given-names></name>, <name><surname>De Gentile</surname><given-names>L</given-names></name>, <name><surname>Delarbre</surname><given-names>JM</given-names></name>, <name><surname>Delaunay</surname><given-names>P</given-names></name>, <name><surname>Delaval</surname><given-names>A</given-names></name>, <name><surname>Desoubeaux</surname><given-names>G</given-names></name>, <name><surname>Develoux</surname><given-names>M</given-names></name>, <name><surname>Dunand</surname><given-names>J</given-names></name>, <name><surname>Durand</surname><given-names>R</given-names></name>, <name><surname>Eloy</surname><given-names>O</given-names></name>, <name><surname>Fauchet</surname><given-names>N</given-names></name>, <name><surname>Faugere</surname><given-names>B</given-names></name>, <name><surname>Faye</surname><given-names>A</given-names></name>, <name><surname>Fenneteau</surname><given-names>O</given-names></name>, <name><surname>Flori</surname><given-names>P</given-names></name>, <name><surname>Fontrouge</surname><given-names>M</given-names></name>, <name><surname>Garabedian</surname><given-names>C</given-names></name>, <name><surname>Gayandrieu</surname><given-names>F</given-names></name>, <name><surname>Godineau</surname><given-names>N</given-names></name>, <name><surname>Houze</surname><given-names>P</given-names></name>, <name><surname>Houze</surname><given-names>S</given-names></name>, <name><surname>Hurst</surname><given-names>JP</given-names></name>, <name><surname>Ichou</surname><given-names>H</given-names></name>, <name><surname>Lachaud</surname><given-names>L</given-names></name>, <name><surname>Lebuisson</surname><given-names>A</given-names></name>, <name><surname>Lefevre</surname><given-names>M</given-names></name>, <name><surname>LeGuern</surname><given-names>AS</given-names></name>, <name><surname>Le Moal</surname><given-names>G</given-names></name>, <name><surname>Lusina</surname><given-names>D</given-names></name>, <name><surname>Machouart</surname><given-names>MC</given-names></name>, <name><surname>Malvy</surname><given-names>D</given-names></name>, <name><surname>Matheron</surname><given-names>S</given-names></name>, <name><surname>Maubon</surname><given-names>D</given-names></name>, <name><surname>Mechali</surname><given-names>D</given-names></name>, <name><surname>Megarbane</surname><given-names>B</given-names></name>, <name><surname>Menard</surname><given-names>G</given-names></name>, <name><surname>Millon</surname><given-names>L</given-names></name>, <name><surname>Aiach</surname><given-names>MM</given-names></name>, <name><surname>Minodier</surname><given-names>P</given-names></name>, <name><surname>Morelle</surname><given-names>C</given-names></name>, <name><surname>Nevez</surname><given-names>G</given-names></name>, <name><surname>Parola</surname><given-names>P</given-names></name>, <name><surname>Parzy</surname><given-names>D</given-names></name>, <name><surname>Patey</surname><given-names>O</given-names></name>, <name><surname>Patoz</surname><given-names>P</given-names></name>, <name><surname>Penn</surname><given-names>P</given-names></name>, <name><surname>Perignon</surname><given-names>A</given-names></name>, <name><surname>Picot</surname><given-names>S</given-names></name>, <name><surname>Pilo</surname><given-names>JE</given-names></name>, <name><surname>Poilane</surname><given-names>I</given-names></name>, <name><surname>Pons</surname><given-names>D</given-names></name>, <name><surname>Poupart</surname><given-names>M</given-names></name>, <name><surname>Pradines</surname><given-names>B</given-names></name>, <name><surname>Raffenot</surname><given-names>D</given-names></name>, <name><surname>Rapp</surname><given-names>C</given-names></name>, <name><surname>Receveur</surname><given-names>MC</given-names></name>, <name><surname>Sarfati</surname><given-names>C</given-names></name>, <name><surname>Senghor</surname><given-names>Y</given-names></name>, <name><surname>Simon</surname><given-names>F</given-names></name>, <name><surname>Siriez</surname><given-names>JY</given-names></name>, <name><surname>Taudon</surname><given-names>N</given-names></name>, <name><surname>Thellier</surname><given-names>M</given-names></name>, <name><surname>Thouvenin</surname><given-names>M</given-names></name>, <name><surname>Toubas</surname><given-names>D</given-names></name>,. <article-title>Longitudinal study assessing the return of chloroquine susceptibility of <italic toggle="yes">Plasmodium falciparum</italic> in isolates from travellers returning from West and Central Africa, 2000&#x02013;2011</article-title>. <source>Malar. J</source>. <volume>12</volume>, <fpage>35</fpage>.</mixed-citation></ref><ref id="R19"><mixed-citation publication-type="journal"><name><surname>Golassa</surname><given-names>L</given-names></name>, <name><surname>Enweji</surname><given-names>N</given-names></name>, <name><surname>Erko</surname><given-names>B</given-names></name>, <name><surname>Aseffa</surname><given-names>A</given-names></name>, <name><surname>Swedberg</surname><given-names>G</given-names></name>, <year>2013</year>. <article-title>Detection of a substantial number of sub-microscopic <italic toggle="yes">Plasmodium falciparum</italic> infections by polymerase chain reaction: a potential threat to malaria control and diagnosis in Ethiopia</article-title>. <source>Malar. J</source>. <volume>12</volume>, <fpage>352</fpage>.<pub-id pub-id-type="pmid">24090230</pub-id></mixed-citation></ref><ref id="R20"><mixed-citation publication-type="journal"><name><surname>Holmgren</surname><given-names>G</given-names></name>, <name><surname>Gil</surname><given-names>JP</given-names></name>, <name><surname>Ferreira</surname><given-names>PM</given-names></name>, <name><surname>Veiga</surname><given-names>MI</given-names></name>, <name><surname>Obonyo</surname><given-names>CO</given-names></name>, <name><surname>Bjorkman</surname><given-names>A</given-names></name>, <year>2006</year>. <article-title>Amodiaquine resistant <italic toggle="yes">Plasmodium falciparum</italic> malaria <italic toggle="yes">in vivo</italic> is associated with selection of pfcrt 76T and pfmdr1 86Y</article-title>. <source>Infect. Genet. Evol</source>. <volume>6</volume>, <fpage>309</fpage>&#x02013;<lpage>314</lpage>.<pub-id pub-id-type="pmid">16271310</pub-id></mixed-citation></ref><ref id="R21"><mixed-citation publication-type="journal"><name><surname>Holmgren</surname><given-names>G</given-names></name>, <name><surname>Hamrin</surname><given-names>J</given-names></name>, <name><surname>Svard</surname><given-names>J</given-names></name>, <name><surname>Martensson</surname><given-names>A</given-names></name>, <name><surname>Gil</surname><given-names>JP</given-names></name>, <name><surname>Bjorkman</surname><given-names>A</given-names></name>, <year>2007</year>. <article-title>Selection of pfmdr1 mutations after amodiaquine monotherapy and amodiaquine plus artemisinin combination therapy in East Africa</article-title>. <source>Infect. Genet. Evol</source>. <volume>7</volume>, <fpage>562</fpage>&#x02013;<lpage>569</lpage>.<pub-id pub-id-type="pmid">17467344</pub-id></mixed-citation></ref><ref id="R22"><mixed-citation publication-type="journal"><name><surname>Humphreys</surname><given-names>GS</given-names></name>, <name><surname>Merinopoulos</surname><given-names>I</given-names></name>, <name><surname>Ahmed</surname><given-names>J</given-names></name>, <name><surname>Whitty</surname><given-names>CJ</given-names></name>, <name><surname>Mutabingwa</surname><given-names>TK</given-names></name>, <name><surname>Sutherland</surname><given-names>CJ</given-names></name>, <name><surname>Hallett</surname><given-names>RL</given-names></name>, <year>2007</year>. <article-title>Amodiaquine and artemether&#x02013;lumefantrine select distinct alleles of the <italic toggle="yes">Plasmodium falciparum</italic> mdr1 gene in Tanzanian children treated for uncomplicated malaria</article-title>. <source>Antimicrob. Agents Chemother</source>. <volume>51</volume>, <fpage>991</fpage>&#x02013;<lpage>997</lpage>.<pub-id pub-id-type="pmid">17194834</pub-id></mixed-citation></ref><ref id="R23"><mixed-citation publication-type="journal"><name><surname>Hwang</surname><given-names>J</given-names></name>, <name><surname>Jaroensuk</surname><given-names>J</given-names></name>, <name><surname>Leimanis</surname><given-names>ML</given-names></name>, <name><surname>Russell</surname><given-names>B</given-names></name>, <name><surname>McGready</surname><given-names>R</given-names></name>, <name><surname>Day</surname><given-names>N</given-names></name>, <name><surname>Snounou</surname><given-names>G</given-names></name>, <name><surname>Nosten</surname><given-names>F</given-names></name>, <name><surname>Imwong</surname><given-names>M</given-names></name>, <year>2012</year>. <article-title>Long-term storage limits PCR-based analyses of malaria parasites in archival dried blood spots</article-title>. <source>Malar. J</source>. <volume>11</volume>, <fpage>339</fpage>.<pub-id pub-id-type="pmid">23043522</pub-id></mixed-citation></ref><ref id="R24"><mixed-citation publication-type="journal"><name><surname>Ishengoma</surname><given-names>DS</given-names></name>, <name><surname>Lwitiho</surname><given-names>S</given-names></name>, <name><surname>Madebe</surname><given-names>RA</given-names></name>, <name><surname>Nyagonde</surname><given-names>N</given-names></name>, <name><surname>Persson</surname><given-names>O</given-names></name>, <name><surname>Vestergaard</surname><given-names>LS</given-names></name>, <name><surname>Bygbjerg</surname><given-names>IC</given-names></name>, <name><surname>Lemnge</surname><given-names>MM</given-names></name>, <name><surname>Alifrangis</surname><given-names>M</given-names></name>, <year>2011</year>. <article-title>Using rapid diagnostic tests as source of malaria parasite DNA for molecular analyses in the era of declining malaria prevalence</article-title>. <source>Malar. J</source>. <volume>10</volume>, <fpage>6</fpage>.<pub-id pub-id-type="pmid">21226910</pub-id></mixed-citation></ref><ref id="R25"><mixed-citation publication-type="journal"><name><surname>Kamau</surname><given-names>E</given-names></name>, <name><surname>Tolbert</surname><given-names>LS</given-names></name>, <name><surname>Kortepeter</surname><given-names>L</given-names></name>, <name><surname>Pratt</surname><given-names>M</given-names></name>, <name><surname>Nyakoe</surname><given-names>N</given-names></name>, <name><surname>Muringo</surname><given-names>L</given-names></name>, <name><surname>Ogutu</surname><given-names>B</given-names></name>, <name><surname>Waitumbi</surname><given-names>JN</given-names></name>, <name><surname>Ockenhouse</surname><given-names>CF</given-names></name>, <year>2011</year>. <article-title>Development of a highly sensitive genus-specific quantitative reverse transcriptase real-time PCR assay for detection and quantitation of plasmodium by amplifying RNA and DNA of the 18S rRNA genes</article-title>. <source>J. Clin. Microbiol</source>. <volume>49</volume>, <fpage>2946</fpage>&#x02013;<lpage>2953</lpage>.<pub-id pub-id-type="pmid">21653767</pub-id></mixed-citation></ref><ref id="R26"><mixed-citation publication-type="journal"><name><surname>Kublin</surname><given-names>JG</given-names></name>, <name><surname>Cortese</surname><given-names>JF</given-names></name>, <name><surname>Njunju</surname><given-names>EM</given-names></name>, <name><surname>Mukadam</surname><given-names>RA</given-names></name>, <name><surname>Wirima</surname><given-names>JJ</given-names></name>, <name><surname>Kazembe</surname><given-names>PN</given-names></name>, <name><surname>Djimde</surname><given-names>AA</given-names></name>, <name><surname>Kouriba</surname><given-names>B</given-names></name>, <name><surname>Taylor</surname><given-names>TE</given-names></name>, <name><surname>Plowe</surname><given-names>CV</given-names></name>, <year>2003</year>. <article-title>Reemergence of chloroquine-sensitive <italic toggle="yes">Plasmodium falciparum</italic> malaria after cessation of chloroquine use in Malawi</article-title>. <source>J. Infect. Dis</source>. <volume>187</volume>, <fpage>1870</fpage>&#x02013;<lpage>1875</lpage>.<pub-id pub-id-type="pmid">12792863</pub-id></mixed-citation></ref><ref id="R27"><mixed-citation publication-type="journal"><name><surname>Lin</surname><given-names>JT</given-names></name>, <name><surname>Saunders</surname><given-names>DL</given-names></name>, <name><surname>Meshnick</surname><given-names>SR</given-names></name>, <year>2014</year>. <article-title>The role of submicroscopic parasitemia in malaria transmission: what is the evidence</article-title>? <source>Trends Parasitol</source>. <volume>30</volume>, <fpage>183</fpage>&#x02013;<lpage>190</lpage>.<pub-id pub-id-type="pmid">24642035</pub-id></mixed-citation></ref><ref id="R28"><mixed-citation publication-type="journal"><name><surname>Manjurano</surname><given-names>A</given-names></name>, <name><surname>Okell</surname><given-names>L</given-names></name>, <name><surname>Lukindo</surname><given-names>T</given-names></name>, <name><surname>Reyburn</surname><given-names>H</given-names></name>, <name><surname>Olomi</surname><given-names>R</given-names></name>, <name><surname>Roper</surname><given-names>C</given-names></name>, <name><surname>Clarke</surname><given-names>TG</given-names></name>, <name><surname>Joseph</surname><given-names>S</given-names></name>, <name><surname>Riley</surname><given-names>EM</given-names></name>, <name><surname>Drakeley</surname><given-names>C</given-names></name>, <year>2011</year>. <article-title>Association of sub-microscopic malaria parasite carriage with transmission intensity in north-eastern Tanzania</article-title>. <source>Malar. J</source>. <volume>10</volume>, <fpage>370</fpage>.<pub-id pub-id-type="pmid">22177014</pub-id></mixed-citation></ref><ref id="R29"><mixed-citation publication-type="journal"><name><surname>Mawili-Mboumba</surname><given-names>DP</given-names></name>, <name><surname>Nikiema</surname><given-names>R</given-names></name>, <name><surname>Bouyou-Akotet</surname><given-names>MK</given-names></name>, <name><surname>Bahamontes-Rosa</surname><given-names>N</given-names></name>, <name><surname>Traore</surname><given-names>A</given-names></name>, <name><surname>Kombila</surname><given-names>M</given-names></name>, <year>2013</year>. <article-title>Sub-microscopic gametocyte carriage in febrile children living in different areas of Gabon</article-title>. <source>Malar. J</source>. <volume>12</volume>, <fpage>375</fpage>.<pub-id pub-id-type="pmid">24168323</pub-id></mixed-citation></ref><ref id="R30"><mixed-citation publication-type="journal"><name><surname>Morris</surname><given-names>U</given-names></name>, <name><surname>Aydin-Schmidt</surname><given-names>B</given-names></name>, <name><surname>Shakely</surname><given-names>D</given-names></name>, <name><surname>Martensson</surname><given-names>A</given-names></name>, <name><surname>Jornhagen</surname><given-names>L</given-names></name>, <name><surname>Ali</surname><given-names>AS</given-names></name>, <name><surname>Msellem</surname><given-names>MI</given-names></name>, <name><surname>Petzold</surname><given-names>M</given-names></name>, <name><surname>Gil</surname><given-names>JP</given-names></name>, <name><surname>Ferreira</surname><given-names>P</given-names></name>, <name><surname>Bjorkman</surname><given-names>A</given-names></name>, <year>2013</year>. <article-title>Rapid diagnostic tests for molecular surveillance of <italic toggle="yes">Plasmodium falciparum</italic> malaria - assessment of DNA extraction methods and field applicability</article-title>. <source>Malar. J</source>. <volume>12</volume>, <fpage>106</fpage>.<pub-id pub-id-type="pmid">23510231</pub-id></mixed-citation></ref><ref id="R31"><mixed-citation publication-type="journal"><name><surname>Msellem</surname><given-names>MI</given-names></name>, <name><surname>Martensson</surname><given-names>A</given-names></name>, <name><surname>Rotllant</surname><given-names>G</given-names></name>, <name><surname>Bhattarai</surname><given-names>A</given-names></name>, <name><surname>Stromberg</surname><given-names>J</given-names></name>, <name><surname>Kahigwa</surname><given-names>E</given-names></name>, <name><surname>Garcia</surname><given-names>M</given-names></name>, <name><surname>Petzold</surname><given-names>M</given-names></name>, <name><surname>Olumese</surname><given-names>P</given-names></name>, <name><surname>Ali</surname><given-names>A</given-names></name>, <name><surname>Bjorkman</surname><given-names>A</given-names></name>, <year>2009</year>. <article-title>Influence of rapid malaria diagnostic tests on treatment and health outcome in fever patients, Zanzibar: a crossover validation study</article-title>. <source>PLoS Med</source>. <volume>6</volume>, <fpage>e1000070</fpage>.<pub-id pub-id-type="pmid">19399156</pub-id></mixed-citation></ref><ref id="R32"><mixed-citation publication-type="journal"><name><surname>Mwingira</surname><given-names>F</given-names></name>, <name><surname>Nkwengulila</surname><given-names>G</given-names></name>, <name><surname>Schoepflin</surname><given-names>S</given-names></name>, <name><surname>Sumari</surname><given-names>D</given-names></name>, <name><surname>Beck</surname><given-names>HP</given-names></name>, <name><surname>Snounou</surname><given-names>G</given-names></name>, <name><surname>Felger</surname><given-names>I</given-names></name>, <name><surname>Olliaro</surname><given-names>P</given-names></name>, <name><surname>Mugittu</surname><given-names>K</given-names></name>, <year>2011</year>. <article-title><italic toggle="yes">Plasmodium falciparum</italic> msp1, msp2 and glurp allele frequency and diversity in sub-Saharan Africa</article-title>. <source>Malar. J</source>. <volume>10</volume>, <fpage>79</fpage>.<pub-id pub-id-type="pmid">21470428</pub-id></mixed-citation></ref><ref id="R33"><mixed-citation publication-type="journal"><name><surname>Ndiaye</surname><given-names>M</given-names></name>, <name><surname>Faye</surname><given-names>B</given-names></name>, <name><surname>Tine</surname><given-names>R</given-names></name>, <name><surname>Ndiaye</surname><given-names>JL</given-names></name>, <name><surname>Lo</surname><given-names>A</given-names></name>, <name><surname>Abiola</surname><given-names>A</given-names></name>, <name><surname>Dieng</surname><given-names>Y</given-names></name>, <name><surname>Ndiaye</surname><given-names>D</given-names></name>, <name><surname>Hallett</surname><given-names>R</given-names></name>, <name><surname>Alifrangis</surname><given-names>M</given-names></name>, <name><surname>Gaye</surname><given-names>O</given-names></name>, <year>2012</year>. <article-title>Assessment of the molecular marker of Plasmodium falciparum chloroquine resistance (Pfcrt) in Senegal after several years of chloroquine withdrawal</article-title>. <source>Am. J. Trop. Med. Hyg</source>. <volume>87</volume>, <fpage>640</fpage>&#x02013;<lpage>645</lpage>.<pub-id pub-id-type="pmid">22927495</pub-id></mixed-citation></ref><ref id="R34"><mixed-citation publication-type="journal"><name><surname>Nkhoma</surname><given-names>S</given-names></name>, <name><surname>Molyneux</surname><given-names>M</given-names></name>, <name><surname>Ward</surname><given-names>S</given-names></name>, <year>2007</year>. <article-title>Molecular surveillance for drug-resistant <italic toggle="yes">Plasmodium falciparum</italic> malaria in Malawi</article-title>. <source>Acta Trop</source>. <volume>102</volume>, <fpage>138</fpage>&#x02013;<lpage>142</lpage>.<pub-id pub-id-type="pmid">17544355</pub-id></mixed-citation></ref><ref id="R35"><mixed-citation publication-type="journal"><name><surname>Noor</surname><given-names>AM</given-names></name>, <name><surname>Kinyoki</surname><given-names>DK</given-names></name>, <name><surname>Mundia</surname><given-names>CW</given-names></name>, <name><surname>Kabaria</surname><given-names>CW</given-names></name>, <name><surname>Mutua</surname><given-names>JW</given-names></name>, <name><surname>Alegana</surname><given-names>VA</given-names></name>, <name><surname>Fall</surname><given-names>IS</given-names></name>, <name><surname>Snow</surname><given-names>RW</given-names></name>, <year>2014</year>. <article-title>The changing risk of <italic toggle="yes">Plasmodium falciparum</italic> malaria infection in Africa: 2000&#x02013;10: a spatial and temporal analysis of transmission intensity</article-title>. <source>Lancet</source>
<volume>383</volume>, <fpage>1739</fpage>&#x02013;<lpage>1747</lpage>.<pub-id pub-id-type="pmid">24559537</pub-id></mixed-citation></ref><ref id="R36"><mixed-citation publication-type="journal"><name><surname>Nsobya</surname><given-names>SL</given-names></name>, <name><surname>Dokomajilar</surname><given-names>C</given-names></name>, <name><surname>Joloba</surname><given-names>M</given-names></name>, <name><surname>Dorsey</surname><given-names>G</given-names></name>, <name><surname>Rosenthal</surname><given-names>PJ</given-names></name>, <year>2007</year>. <article-title>Resistance-mediating <italic toggle="yes">Plasmodium falciparum</italic> pfcrt and pfmdr1 alleles after treatment with artesunate&#x02013;amodiaquine in Uganda</article-title>. <source>Antimicrob. Agents Chemother</source>. <volume>51</volume>, <fpage>3023</fpage>&#x02013;<lpage>3025</lpage>.<pub-id pub-id-type="pmid">17562798</pub-id></mixed-citation></ref><ref id="R37"><mixed-citation publication-type="journal"><name><surname>Ogouyemi-Hounto</surname><given-names>A</given-names></name>, <name><surname>Ndam</surname><given-names>NT</given-names></name>, <name><surname>Kinde Gazard</surname><given-names>D</given-names></name>, <name><surname>d&#x02019;Almeida</surname><given-names>S</given-names></name>, <name><surname>Koussihoude</surname><given-names>L</given-names></name>, <name><surname>Ollo</surname><given-names>E</given-names></name>, <name><surname>Azagnandji</surname><given-names>C</given-names></name>, <name><surname>Bello</surname><given-names>M</given-names></name>, <name><surname>Chippaux</surname><given-names>JP</given-names></name>, <name><surname>Massougbodji</surname><given-names>A</given-names></name>, <year>2013</year>. <article-title>Prevalence of the molecular marker of <italic toggle="yes">Plasmodium falciparum</italic> resistance to chloroquine and sulphadoxine/pyrimethamine in Benin seven years after the change of malaria treatment policy</article-title>. <source>Malar. J</source>. <volume>12</volume>, <fpage>147</fpage>.<pub-id pub-id-type="pmid">23634705</pub-id></mixed-citation></ref><ref id="R38"><mixed-citation publication-type="journal"><name><surname>Okell</surname><given-names>LC</given-names></name>, <name><surname>Ghani</surname><given-names>AC</given-names></name>, <name><surname>Lyons</surname><given-names>E</given-names></name>, <name><surname>Drakeley</surname><given-names>CJ</given-names></name>, <year>2009</year>. <article-title>Submicroscopic infection in <italic toggle="yes">Plasmodium falciparum</italic>-endemic populations: a systematic review and meta-analysis</article-title>. <source>J. Infect. Dis</source>. <volume>200</volume>, <fpage>1509</fpage>&#x02013;<lpage>1517</lpage>.<pub-id pub-id-type="pmid">19848588</pub-id></mixed-citation></ref><ref id="R39"><mixed-citation publication-type="journal"><name><surname>Okell</surname><given-names>LC</given-names></name>, <name><surname>Bousema</surname><given-names>T</given-names></name>, <name><surname>Griffin</surname><given-names>JT</given-names></name>, <name><surname>Ouedraogo</surname><given-names>AL</given-names></name>, <name><surname>Ghani</surname><given-names>AC</given-names></name>, <name><surname>Drakeley</surname><given-names>CJ</given-names></name>, <year>2012</year>. <article-title>Factors determining the occurrence of submicroscopic malaria infections and their relevance for control</article-title>. <source>Nat. Commun</source>. <volume>3</volume>, <fpage>1237</fpage>.<pub-id pub-id-type="pmid">23212366</pub-id></mixed-citation></ref><ref id="R40"><mixed-citation publication-type="journal"><name><surname>Picot</surname><given-names>S</given-names></name>, <name><surname>Olliaro</surname><given-names>P</given-names></name>, <name><surname>de Monbrison</surname><given-names>F</given-names></name>, <name><surname>Bienvenu</surname><given-names>AL</given-names></name>, <name><surname>Price</surname><given-names>RN</given-names></name>, <name><surname>Ringwald</surname><given-names>P</given-names></name>, <year>2009</year>. <article-title>A systematic review and meta-analysis of evidence for correlation between molecular markers of parasite resistance and treatment outcome in falciparum malaria</article-title>. <source>Malar. J</source>. <volume>8</volume>, <fpage>89</fpage>.<pub-id pub-id-type="pmid">19413906</pub-id></mixed-citation></ref><ref id="R41"><mixed-citation publication-type="book"><collab>Qiagen</collab>, <year>2012</year>. <source>QIAamp DNA mini and Blood Mini Handbook</source>. <edition>Third</edition> ed., p. <fpage>42</fpage>.</mixed-citation></ref><ref id="R42"><mixed-citation publication-type="journal"><name><surname>Roper</surname><given-names>C</given-names></name>, <name><surname>Elhassan</surname><given-names>IM</given-names></name>, <name><surname>Hviid</surname><given-names>L</given-names></name>, <name><surname>Giha</surname><given-names>H</given-names></name>, <name><surname>Richardson</surname><given-names>W</given-names></name>, <name><surname>Babiker</surname><given-names>H</given-names></name>, <name><surname>Satti</surname><given-names>GM</given-names></name>, <name><surname>Theander</surname><given-names>TG</given-names></name>, <name><surname>Arnot</surname><given-names>DE</given-names></name>, <year>1996</year>. <article-title>Detection of very low level <italic toggle="yes">Plasmodium falciparum</italic> infections using the nested polymerase chain reaction and a reassessment of the epidemiology of unstable malaria in Sudan</article-title>. <source>Am. J. Trop. Med. Hyg</source>. <volume>54</volume>, <fpage>325</fpage>&#x02013;<lpage>331</lpage>.<pub-id pub-id-type="pmid">8615441</pub-id></mixed-citation></ref><ref id="R43"><mixed-citation publication-type="journal"><name><surname>Rosenthal</surname><given-names>PJ</given-names></name>, <year>2013</year>. <article-title>The interplay between drug resistance and fitness in malaria parasites</article-title>. <source>Mol. Microbiol</source>. <volume>89</volume>, <fpage>1025</fpage>&#x02013;<lpage>1038</lpage>.<pub-id pub-id-type="pmid">23899091</pub-id></mixed-citation></ref><ref id="R44"><mixed-citation publication-type="journal"><name><surname>Sisya</surname><given-names>TJ</given-names></name>, <name><surname>Kamn&#x02019;gona</surname><given-names>RM</given-names></name>, <name><surname>Vareta</surname><given-names>JA</given-names></name>, <name><surname>Fulakeza</surname><given-names>JM</given-names></name>, <name><surname>Mukaka</surname><given-names>MF</given-names></name>, <name><surname>Seydel</surname><given-names>KB</given-names></name>, <name><surname>Laufer</surname><given-names>MK</given-names></name>, <name><surname>Taylor</surname><given-names>TE</given-names></name>, <name><surname>Nkhoma</surname><given-names>SC</given-names></name>, <year>2015</year>. <article-title>Subtle changes in <italic toggle="yes">Plasmodium falciparum</italic> infection complexity following enhanced intervention in Malawi</article-title>. <source>Acta Trop</source>. <volume>142</volume>, <fpage>108</fpage>&#x02013;<lpage>114</lpage>.<pub-id pub-id-type="pmid">25460345</pub-id></mixed-citation></ref><ref id="R45"><mixed-citation publication-type="journal"><name><surname>Stresman</surname><given-names>GH</given-names></name>, <name><surname>Stevenson</surname><given-names>JC</given-names></name>, <name><surname>Ngwu</surname><given-names>N</given-names></name>, <name><surname>Marube</surname><given-names>E</given-names></name>, <name><surname>Owaga</surname><given-names>C</given-names></name>, <name><surname>Drakeley</surname><given-names>C</given-names></name>, <name><surname>Bousema</surname><given-names>T</given-names></name>, <name><surname>Cox</surname><given-names>J</given-names></name>, <year>2014</year>. <article-title>High levels of asymptomatic and subpatent <italic toggle="yes">Plasmodium falciparum</italic> parasite carriage at health facilities in an area of heterogeneous Malaria transmission intensity in the Kenyan highlands</article-title>. <source>Am. J. Trop. Med. Hyg</source>.</mixed-citation></ref><ref id="R46"><mixed-citation publication-type="journal"><name><surname>Tietje</surname><given-names>K</given-names></name>, <name><surname>Hawkins</surname><given-names>K</given-names></name>, <name><surname>Clerk</surname><given-names>C</given-names></name>, <name><surname>Ebels</surname><given-names>K</given-names></name>, <name><surname>McGray</surname><given-names>S</given-names></name>, <name><surname>Crudder</surname><given-names>C</given-names></name>, <name><surname>Okell</surname><given-names>L</given-names></name>, <name><surname>LaBarre</surname><given-names>P</given-names></name>, <year>2014</year>. <article-title>The essential role of infection-detection technologies for malaria elimination and eradication</article-title>. <source>Trends Parasitol</source>. <volume>30</volume>, <fpage>259</fpage>&#x02013;<lpage>266</lpage>.<pub-id pub-id-type="pmid">24726857</pub-id></mixed-citation></ref><ref id="R47"><mixed-citation publication-type="journal"><name><surname>Tukwasibwe</surname><given-names>S</given-names></name>, <name><surname>Mugenyi</surname><given-names>L</given-names></name>, <name><surname>Mbogo</surname><given-names>GW</given-names></name>, <name><surname>Nankoberanyi</surname><given-names>S</given-names></name>, <name><surname>Maiteki-Sebuguzi</surname><given-names>C</given-names></name>, <name><surname>Joloba</surname><given-names>ML</given-names></name>, <name><surname>Nsobya</surname><given-names>SL</given-names></name>, <name><surname>Staedke</surname><given-names>SG</given-names></name>, <name><surname>Rosenthal</surname><given-names>PJ</given-names></name>, <year>2014</year>. <article-title>Differential prevalence of transporter polymorphisms in symptomatic and asymptomatic falciparum malaria infections in Uganda</article-title>. <source>J. Infect. Dis</source>.</mixed-citation></ref><ref id="R48"><mixed-citation publication-type="journal"><name><surname>Tusting</surname><given-names>LS</given-names></name>, <name><surname>Bousema</surname><given-names>T</given-names></name>, <name><surname>Smith</surname><given-names>DL</given-names></name>, <name><surname>Drakeley</surname><given-names>C</given-names></name>, <year>2014</year>. <article-title>Measuring changes in <italic toggle="yes">Plasmodium falciparum</italic> transmission: precision, accuracy and costs of metrics</article-title>. <source>Adv. Parasitol</source>. <volume>84</volume>, <fpage>151</fpage>&#x02013;<lpage>208</lpage>.<pub-id pub-id-type="pmid">24480314</pub-id></mixed-citation></ref><ref id="R49"><mixed-citation publication-type="journal"><name><surname>Venkatesan</surname><given-names>M</given-names></name>, <name><surname>Gadalla</surname><given-names>NB</given-names></name>, <name><surname>Stepniewska</surname><given-names>K</given-names></name>, <name><surname>Dahal</surname><given-names>P</given-names></name>, <name><surname>Nsanzabana</surname><given-names>C</given-names></name>, <name><surname>Moriera</surname><given-names>C</given-names></name>, <name><surname>Price</surname><given-names>RN</given-names></name>, <name><surname>Martensson</surname><given-names>A</given-names></name>, <name><surname>Rosenthal</surname><given-names>PJ</given-names></name>, <name><surname>Dorsey</surname><given-names>G</given-names></name>, <name><surname>Sutherland</surname><given-names>CJ</given-names></name>, <name><surname>Guerin</surname><given-names>P</given-names></name>, <name><surname>Davis</surname><given-names>TM</given-names></name>, <name><surname>Menard</surname><given-names>D</given-names></name>, <name><surname>Adam</surname><given-names>I</given-names></name>, <name><surname>Ademowo</surname><given-names>G</given-names></name>, <name><surname>Arze</surname><given-names>C</given-names></name>, <name><surname>Baliraine</surname><given-names>FN</given-names></name>, <name><surname>Berens-Riha</surname><given-names>N</given-names></name>, <name><surname>Bjorkman</surname><given-names>A</given-names></name>, <name><surname>Borrmann</surname><given-names>S</given-names></name>, <name><surname>Checchi</surname><given-names>F</given-names></name>, <name><surname>Desai</surname><given-names>M</given-names></name>, <name><surname>Dhorda</surname><given-names>M</given-names></name>, <name><surname>Djimde</surname><given-names>AA</given-names></name>, <name><surname>El-Sayed</surname><given-names>BB</given-names></name>, <name><surname>Eshetu</surname><given-names>T</given-names></name>, <name><surname>Eyase</surname><given-names>F</given-names></name>, <name><surname>Falade</surname><given-names>C</given-names></name>, <name><surname>Faucher</surname><given-names>JF</given-names></name>, <name><surname>Froberg</surname><given-names>G</given-names></name>, <name><surname>Grivoyannis</surname><given-names>A</given-names></name>, <name><surname>Hamour</surname><given-names>S</given-names></name>, <name><surname>Houze</surname><given-names>S</given-names></name>, <name><surname>Johnson</surname><given-names>J</given-names></name>, <name><surname>Kamugisha</surname><given-names>E</given-names></name>, <name><surname>Kariuki</surname><given-names>S</given-names></name>, <name><surname>Kiechel</surname><given-names>JR</given-names></name>, <name><surname>Kironde</surname><given-names>F</given-names></name>, <name><surname>Kofoed</surname><given-names>PE</given-names></name>, <name><surname>LeBras</surname><given-names>J</given-names></name>, <name><surname>Malmberg</surname><given-names>M</given-names></name>, <name><surname>Mwai</surname><given-names>L</given-names></name>, <name><surname>Ngasala</surname><given-names>B</given-names></name>, <name><surname>Nosten</surname><given-names>F</given-names></name>, <name><surname>Nsobya</surname><given-names>SL</given-names></name>, <name><surname>Nzila</surname><given-names>A</given-names></name>, <name><surname>Oguike</surname><given-names>M</given-names></name>, <name><surname>Otienoburu</surname><given-names>SD</given-names></name>, <name><surname>Ogutu</surname><given-names>B</given-names></name>, <name><surname>Ouedraogo</surname><given-names>JB</given-names></name>, <name><surname>Piola</surname><given-names>P</given-names></name>, <name><surname>Rombo</surname><given-names>L</given-names></name>, <name><surname>Schramm</surname><given-names>B</given-names></name>, <name><surname>Some</surname><given-names>AF</given-names></name>, <name><surname>Thwing</surname><given-names>J</given-names></name>, <name><surname>Ursing</surname><given-names>J</given-names></name>, <name><surname>Wong</surname><given-names>RP</given-names></name>, <name><surname>Zeynudin</surname><given-names>A</given-names></name>, <name><surname>Zongo</surname><given-names>I</given-names></name>, <name><surname>Plowe</surname><given-names>CV</given-names></name>, <name><surname>Sibley</surname><given-names>CH</given-names></name>, <name><surname>Group</surname><given-names>AMMS</given-names></name>, <name><surname>Wwarn</surname><given-names>AL</given-names></name>, <year>2014</year>. <article-title>Polymorphisms in <italic toggle="yes">Plasmodium falciparum</italic> chloroquine resistance transporter and multidrug resistance 1 genes: parasite risk factors that affect treatment outcomes for <italic toggle="yes">P. falciparum</italic> Malaria after artemether&#x02013;lumefantrine and artesunate&#x02013;amodiaquine</article-title>. <source>Am. J. Trop. Med. Hyg</source>. <volume>91</volume>, <fpage>833</fpage>&#x02013;<lpage>843</lpage>.<pub-id pub-id-type="pmid">25048375</pub-id></mixed-citation></ref><ref id="R50"><mixed-citation publication-type="journal"><collab>WHO</collab>, <year>2010</year>. <source>World malaria report. Summary</source>.</mixed-citation></ref><ref id="R51"><mixed-citation publication-type="journal"><name><surname>Wooden</surname><given-names>J</given-names></name>, <name><surname>Kyes</surname><given-names>S</given-names></name>, <name><surname>Sibley</surname><given-names>CH</given-names></name>, <year>1993</year>. <article-title>PCR and strain identification in <italic toggle="yes">Plasmodium falciparum</italic></article-title>. <source>Parasitol. Today</source>
<volume>9</volume>, <fpage>303</fpage>&#x02013;<lpage>305</lpage>.<pub-id pub-id-type="pmid">15463789</pub-id></mixed-citation></ref><ref id="R52"><mixed-citation publication-type="journal"><name><surname>Wurtz</surname><given-names>N</given-names></name>, <name><surname>Fall</surname><given-names>B</given-names></name>, <name><surname>Pascual</surname><given-names>A</given-names></name>, <name><surname>Diawara</surname><given-names>S</given-names></name>, <name><surname>Sow</surname><given-names>K</given-names></name>, <name><surname>Baret</surname><given-names>E</given-names></name>, <name><surname>Diatta</surname><given-names>B</given-names></name>, <name><surname>Fall</surname><given-names>KB</given-names></name>, <name><surname>Mbaye</surname><given-names>PS</given-names></name>, <name><surname>Fall</surname><given-names>F</given-names></name>, <name><surname>Dieme</surname><given-names>Y</given-names></name>, <name><surname>Rogier</surname><given-names>C</given-names></name>, <name><surname>Bercion</surname><given-names>R</given-names></name>, <name><surname>Briolant</surname><given-names>S</given-names></name>, <name><surname>Wade</surname><given-names>B</given-names></name>, <name><surname>Pradines</surname><given-names>B</given-names></name>, <year>2012</year>. <article-title>Prevalence of molecular markers of <italic toggle="yes">Plasmodium falciparum</italic> drug resistance in Dakar</article-title>, <source>Senegal. Malar. J</source>. <volume>11</volume>, <fpage>197</fpage>.<pub-id pub-id-type="pmid">22694921</pub-id></mixed-citation></ref><ref id="R53"><mixed-citation publication-type="journal"><name><surname>Xu</surname><given-names>W</given-names></name>, <name><surname>Morris</surname><given-names>U</given-names></name>, <name><surname>Aydin-Schmidt</surname><given-names>B</given-names></name>, <name><surname>Msellem</surname><given-names>MI</given-names></name>, <name><surname>Shakely</surname><given-names>D</given-names></name>, <name><surname>Petzold</surname><given-names>M</given-names></name>, <name><surname>Bjorkman</surname><given-names>A</given-names></name>, <name><surname>Martensson</surname><given-names>A</given-names></name>, <year>2015</year>. <article-title>SYBR green real-time PCR-RFLP assay targeting the Plasmodium cytochrome b gene - a highly sensitive molecular tool for malaria parasite detection and species determination</article-title>. <source>PloS one</source>
<volume>10</volume>, <fpage>e0120210</fpage>.<pub-id pub-id-type="pmid">25774805</pub-id></mixed-citation></ref><ref id="R54"><mixed-citation publication-type="journal"><name><surname>Zhong</surname><given-names>D</given-names></name>, <name><surname>Afrane</surname><given-names>Y</given-names></name>, <name><surname>Githeko</surname><given-names>A</given-names></name>, <name><surname>Yang</surname><given-names>Z</given-names></name>, <name><surname>Cui</surname><given-names>L</given-names></name>, <name><surname>Menge</surname><given-names>DM</given-names></name>, <name><surname>Temu</surname><given-names>EA</given-names></name>, <name><surname>Yan</surname><given-names>G</given-names></name>, <year>2007</year>. <article-title><italic toggle="yes">Plasmodium falciparum</italic> genetic diversity in western Kenya highlands</article-title>. <source>Am. J. Trop. Med. Hyg</source>. <volume>77</volume>, <fpage>1043</fpage>&#x02013;<lpage>1050</lpage>.<pub-id pub-id-type="pmid">18165519</pub-id></mixed-citation></ref></ref-list></back><floats-group><fig position="float" id="F1"><label>Fig. 1.</label><caption><p id="P44">(A) Relative proportion of <italic toggle="yes">Plasmodium</italic> species in asymptomatic infections determined by cytb-qPCR RFLP assay. (B) PCR-determined prevalence of asymptomatic malaria by age group. Error bars represent 95% confidence intervals.</p></caption><graphic xlink:href="nihms-1896135-f0001" position="float"/></fig><fig position="float" id="F2"><label>Fig. 2.</label><caption><p id="P45">Quantitative PCR-determined parasite densities among asymptomatic persons. A Frequency histogram showing the relative proportion of samples with parasite densities of &#x0003c;10 p/&#x003bc;L, 10&#x02013;100 p/&#x003bc;L and &#x0003e;100 p/&#x003bc;L by year.</p></caption><graphic xlink:href="nihms-1896135-f0002" position="float"/></fig><fig position="float" id="F3"><label>Fig. 3.</label><caption><p id="P46">Molecular genotyping of SNPs in <italic toggle="yes">P. falciparum</italic> infections. Clustered, stacked bar chart showing the frequency of polymorphisms associated with amodiaquine resistance. Error bars represent 95% confidence intervals of the proportion of isolates containing resistance alleles (either alone or in mixed infections). The numbers of individual infections genotyped for each locus are shown in brackets for each year. Solid: asymptomatic samples; patterned symptomatic samples.</p></caption><graphic xlink:href="nihms-1896135-f0003" position="float"/></fig><table-wrap position="float" id="T1" orientation="landscape"><label>Table 1</label><caption><p id="P47">Baseline demographic characteristics of study participants, and community prevalence of malaria by microscopy/mRDT and PCR in Zanzibar, 2005&#x02013;2013.</p></caption><table frame="hsides" rules="none"><colgroup span="1"><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/></colgroup><thead><tr><th align="left" valign="top" rowspan="1" colspan="1"/><th colspan="4" align="left" valign="top" rowspan="1">Asymptomatic subjects<hr/></th><th align="left" valign="top" rowspan="1" colspan="1">Symptomatic subjects</th></tr><tr><th align="left" valign="top" rowspan="1" colspan="1">Year</th><th align="left" valign="top" rowspan="1" colspan="1">2005</th><th align="left" valign="top" rowspan="1" colspan="1">2009</th><th align="left" valign="top" rowspan="1" colspan="1">2011<sup><xref rid="TFN1" ref-type="table-fn">a</xref></sup></th><th align="left" valign="top" rowspan="1" colspan="1">2013</th><th align="left" valign="top" rowspan="1" colspan="1">2013</th></tr></thead><tbody><tr><td colspan="6" align="left" valign="middle" rowspan="1">
<hr/>
</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">Sample material</td><td align="left" valign="top" rowspan="1" colspan="1">Filter paper</td><td align="left" valign="top" rowspan="1" colspan="1">Filter paper</td><td align="left" valign="top" rowspan="1" colspan="1">Filter paper</td><td align="left" valign="top" rowspan="1" colspan="1">Filter paper</td><td align="left" valign="top" rowspan="1" colspan="1">mRDT</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">Number screened by PCR</td><td align="left" valign="top" rowspan="1" colspan="1">534</td><td align="left" valign="top" rowspan="1" colspan="1">2423</td><td align="left" valign="top" rowspan="1" colspan="1">2977</td><td align="left" valign="top" rowspan="1" colspan="1">3038</td><td align="left" valign="top" rowspan="1" colspan="1">102</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">&#x02003;North A (%)</td><td align="left" valign="top" rowspan="1" colspan="1">327 (61.2)</td><td align="left" valign="top" rowspan="1" colspan="1">1013 (41.8)</td><td align="left" valign="top" rowspan="1" colspan="1">1599 (53.7)</td><td align="left" valign="top" rowspan="1" colspan="1">1463 (48.2)</td><td align="left" valign="top" rowspan="1" colspan="1">36 (35.3)</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">&#x02003;Micheweni (%)</td><td align="left" valign="top" rowspan="1" colspan="1">207 (38.8)</td><td align="left" valign="top" rowspan="1" colspan="1">1410 (58.2)</td><td align="left" valign="top" rowspan="1" colspan="1">1378 (46.3)</td><td align="left" valign="top" rowspan="1" colspan="1">1575 (51.8)</td><td align="left" valign="top" rowspan="1" colspan="1">66 (64.7)</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">Age group (years)</td><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">&#x02003;&#x0003c;5 (%)</td><td align="left" valign="top" rowspan="1" colspan="1">129 (24.2)</td><td align="left" valign="top" rowspan="1" colspan="1">567 (23.4)</td><td align="left" valign="top" rowspan="1" colspan="1">456 (15.3)</td><td align="left" valign="top" rowspan="1" colspan="1">646 (21.3)</td><td align="left" valign="top" rowspan="1" colspan="1">2 (2.0)</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">&#x02003;5&#x02013;15 (%)</td><td align="left" valign="top" rowspan="1" colspan="1">152 (28.5)</td><td align="left" valign="top" rowspan="1" colspan="1">546 (22.5)</td><td align="left" valign="top" rowspan="1" colspan="1">583 (19.6)</td><td align="left" valign="top" rowspan="1" colspan="1">872 (28.7)</td><td align="left" valign="top" rowspan="1" colspan="1">8 (7.8)</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">&#x02003;15&#x02013;25 (%)</td><td align="left" valign="top" rowspan="1" colspan="1">85 (15.9)</td><td align="left" valign="top" rowspan="1" colspan="1">369 (15.2)</td><td align="left" valign="top" rowspan="1" colspan="1">370 (12.4)</td><td align="left" valign="top" rowspan="1" colspan="1">459 (15.1)</td><td align="left" valign="top" rowspan="1" colspan="1">11 (10.8)</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">&#x02003;&#x0003e;25 (%)</td><td align="left" valign="top" rowspan="1" colspan="1">168 (31.5)</td><td align="left" valign="top" rowspan="1" colspan="1">842 (34.8)</td><td align="left" valign="top" rowspan="1" colspan="1">696 (23.4)</td><td align="left" valign="top" rowspan="1" colspan="1">1046 (34.4)</td><td align="left" valign="top" rowspan="1" colspan="1">15 (14.7)</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">&#x02003;Unknown (%)</td><td align="left" valign="top" rowspan="1" colspan="1">0</td><td align="left" valign="top" rowspan="1" colspan="1">99 (4.1)</td><td align="left" valign="top" rowspan="1" colspan="1">872 (29.3)</td><td align="left" valign="top" rowspan="1" colspan="1">15 (0.5)</td><td align="left" valign="top" rowspan="1" colspan="1">66 (64.7)</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">Sex</td><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">&#x02003;Male (%)</td><td align="left" valign="top" rowspan="1" colspan="1">222 (41.6)</td><td align="left" valign="top" rowspan="1" colspan="1">928 (38.3)</td><td align="left" valign="top" rowspan="1" colspan="1">891 (29.9)</td><td align="left" valign="top" rowspan="1" colspan="1">1257 (41.4)</td><td align="left" valign="top" rowspan="1" colspan="1">&#x02013;</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">&#x02003;Female (%)</td><td align="left" valign="top" rowspan="1" colspan="1">312 (58.4)</td><td align="left" valign="top" rowspan="1" colspan="1">1422 (58.7)</td><td align="left" valign="top" rowspan="1" colspan="1">1257 (42.2)</td><td align="left" valign="top" rowspan="1" colspan="1">1766 (58.1)</td><td align="left" valign="top" rowspan="1" colspan="1">&#x02013;</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">&#x02003;Unknown (%)</td><td align="left" valign="top" rowspan="1" colspan="1">0</td><td align="left" valign="top" rowspan="1" colspan="1">73 (3.0)</td><td align="left" valign="top" rowspan="1" colspan="1">829 (27.9)</td><td align="left" valign="top" rowspan="1" colspan="1">15 (0.5)</td><td align="left" valign="top" rowspan="1" colspan="1">102 (100)</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">Parasite prevalence</td><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/><td align="left" valign="top" rowspan="1" colspan="1"/></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">&#x02003;By microscopy/mRDT % (95% CI)</td><td align="left" valign="top" rowspan="1" colspan="1">7.5 (6.4&#x02013;8.6)</td><td align="left" valign="top" rowspan="1" colspan="1">0.0 (0&#x02013;0.2)</td><td align="left" valign="top" rowspan="1" colspan="1">0.4 (0.2&#x02013;0.7)</td><td align="left" valign="top" rowspan="1" colspan="1">0.3 (0.1&#x02013;0.7)</td><td align="left" valign="top" rowspan="1" colspan="1">&#x02013;</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">&#x02003;By PCR % (95% CI)</td><td align="left" valign="top" rowspan="1" colspan="1">21.1<sup><xref rid="TFN2" ref-type="table-fn">b</xref></sup> (17.4&#x02013;24.9)</td><td align="left" valign="top" rowspan="1" colspan="1">3.3 (2.6&#x02013;4.1)</td><td align="left" valign="top" rowspan="1" colspan="1">2.2 (1.6&#x02013;2.8)</td><td align="left" valign="top" rowspan="1" colspan="1">2.3 (1.7&#x02013;2.9)</td><td align="left" valign="top" rowspan="1" colspan="1">&#x02013;</td></tr></tbody></table><table-wrap-foot><fn id="TFN1"><label>a</label><p id="P48">A labelling issue occurred in the field in 2011, resulting in a large number of samples with unknown age and sex data.</p></fn><fn id="TFN2"><label>b</label><p id="P49">Prevalence adjusted to account for the sample selection.</p></fn></table-wrap-foot></table-wrap><table-wrap position="float" id="T2"><label>Table 2</label><caption><p id="P50">PCR-determined prevalence of asymptomatic malaria by district.</p></caption><table frame="hsides" rules="none"><colgroup span="1"><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/></colgroup><thead><tr><th rowspan="2" align="left" valign="top" colspan="1">Year</th><th colspan="2" align="left" valign="top" rowspan="1">PCR positive/samples tested<hr/></th><th colspan="2" align="left" valign="top" rowspan="1">Prevalence % (CI 95%)<hr/></th><th rowspan="2" align="left" valign="top" colspan="1">
<italic toggle="yes">p</italic>
<sup>
<xref rid="TFN3" ref-type="table-fn">a</xref>
</sup>
</th></tr><tr><th align="left" valign="middle" rowspan="1" colspan="1">North A</th><th align="left" valign="middle" rowspan="1" colspan="1">Micheweni</th><th align="left" valign="middle" rowspan="1" colspan="1">North A</th><th align="left" valign="middle" rowspan="1" colspan="1">Micheweni</th></tr></thead><tbody><tr><td colspan="6" align="left" valign="middle" rowspan="1">
<hr/>
</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">2005<sup><xref rid="TFN4" ref-type="table-fn">b</xref></sup></td><td align="left" valign="top" rowspan="1" colspan="1">47/289</td><td align="left" valign="top" rowspan="1" colspan="1">54/189</td><td align="left" valign="top" rowspan="1" colspan="1">16.3 (12.2&#x02013;21.1)</td><td align="left" valign="top" rowspan="1" colspan="1">28.6 (22.2&#x02013;35.6)</td><td align="left" valign="top" rowspan="1" colspan="1">0.002</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">&#x02003;2009</td><td align="left" valign="top" rowspan="1" colspan="1">10/1013</td><td align="left" valign="top" rowspan="1" colspan="1">71/1410</td><td align="left" valign="top" rowspan="1" colspan="1">1.0 (0.4&#x02013;1.9)</td><td align="left" valign="top" rowspan="1" colspan="1">5.0 (3.9&#x02013;6.4)</td><td align="left" valign="top" rowspan="1" colspan="1">&#x0003c;0.001</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">&#x02003;2011</td><td align="left" valign="top" rowspan="1" colspan="1">20/1599</td><td align="left" valign="top" rowspan="1" colspan="1">45/1378</td><td align="left" valign="top" rowspan="1" colspan="1">1.3 (0.7&#x02013;2.0)</td><td align="left" valign="top" rowspan="1" colspan="1">3.3 (2.3&#x02013;4.4)</td><td align="left" valign="top" rowspan="1" colspan="1">&#x0003c;0.001</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">&#x02003;2013</td><td align="left" valign="top" rowspan="1" colspan="1">27/1463</td><td align="left" valign="top" rowspan="1" colspan="1">42/1575</td><td align="left" valign="top" rowspan="1" colspan="1">1.9 (1.2&#x02013;2.7)</td><td align="left" valign="top" rowspan="1" colspan="1">2.7 (1.9&#x02013;3.6)</td><td align="left" valign="top" rowspan="1" colspan="1">0.14</td></tr></tbody></table><table-wrap-foot><fn id="TFN3"><label>a</label><p id="P51"><italic toggle="yes">p</italic> calculated by Fisher&#x02019;s exact test.</p></fn><fn id="TFN4"><label>b</label><p id="P52">Prevalence adjusted to account for the sample selection.</p></fn></table-wrap-foot></table-wrap><table-wrap position="float" id="T3" orientation="landscape"><label>Table 3</label><caption><p id="P53">Quantitative PCR-determined parasite densities among asymptomatic persons.</p></caption><table frame="hsides" rules="none"><colgroup span="1"><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/></colgroup><thead><tr><th align="left" valign="middle" rowspan="1" colspan="1">Parasite densities</th><th align="left" valign="middle" rowspan="1" colspan="1">2005</th><th align="left" valign="middle" rowspan="1" colspan="1">2009</th><th align="left" valign="middle" rowspan="1" colspan="1">2011</th><th align="left" valign="middle" rowspan="1" colspan="1">2013</th></tr></thead><tbody><tr><td colspan="5" align="left" valign="middle" rowspan="1">
<hr/>
</td></tr><tr><td align="left" valign="bottom" rowspan="1" colspan="1">Geometric mean (range) p/&#x003bc;L<sup><xref rid="TFN5" ref-type="table-fn">a</xref></sup></td><td align="left" valign="bottom" rowspan="1" colspan="1">31 (&#x0003c;1&#x02013;247,241)</td><td align="left" valign="bottom" rowspan="1" colspan="1">6(1&#x02013;232)</td><td align="left" valign="bottom" rowspan="1" colspan="1">9(1&#x02013;4973)</td><td align="left" valign="bottom" rowspan="1" colspan="1">4 (&#x0003c;1&#x02013;190)</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1"><italic toggle="yes">Pf</italic><sup><xref rid="TFN6" ref-type="table-fn">b</xref></sup> geometric mean (range) p/&#x003bc;L</td><td align="left" valign="top" rowspan="1" colspan="1">28 (&#x0003c;1&#x02013;28,918)</td><td align="left" valign="top" rowspan="1" colspan="1">7(1&#x02013;232)</td><td align="left" valign="top" rowspan="1" colspan="1">13 (1&#x02013;4973)</td><td align="left" valign="top" rowspan="1" colspan="1">4 (&#x0003c;1&#x02013;190)</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1"><italic toggle="yes">Pm</italic><sup><xref rid="TFN7" ref-type="table-fn">c</xref></sup> geometric mean (range) p/&#x003bc;L</td><td align="left" valign="top" rowspan="1" colspan="1">-</td><td align="left" valign="top" rowspan="1" colspan="1">2 (1&#x02013;4)</td><td align="left" valign="top" rowspan="1" colspan="1">2(1&#x02013;3)</td><td align="left" valign="top" rowspan="1" colspan="1">3 (2&#x02013;8)</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">18s rRNA qPCR positive/cytb-qPCR positive (%)</td><td align="left" valign="top" rowspan="1" colspan="1">88.6 (124/140)</td><td align="left" valign="top" rowspan="1" colspan="1">84.0(68/81)</td><td align="left" valign="top" rowspan="1" colspan="1">75.4 (49/65)</td><td align="left" valign="top" rowspan="1" colspan="1">44.9 (31/69)</td></tr></tbody></table><table-wrap-foot><fn id="TFN5"><label>a</label><p id="P54">p/&#x003bc;L = parasites per microlitre.</p></fn><fn id="TFN6"><label>b</label><p id="P55"><italic toggle="yes">Pf</italic> = <italic toggle="yes">P. falciparum</italic> monoinfections.</p></fn><fn id="TFN7"><label>c</label><p id="P56"><italic toggle="yes">Pm</italic> = <italic toggle="yes">P. malariae</italic> monoinfections.</p></fn></table-wrap-foot></table-wrap><table-wrap position="float" id="T4"><label>Table 4</label><caption><p id="P57">Complexity and diversity of asymptomatic <italic toggle="yes">P. falciparum</italic> infection.</p></caption><table frame="hsides" rules="none"><colgroup span="1"><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/></colgroup><thead><tr><th align="left" valign="top" rowspan="1" colspan="1"/><th align="left" valign="bottom" rowspan="1" colspan="1">2005 (<italic toggle="yes">N</italic> = 33)</th><th align="left" valign="bottom" rowspan="1" colspan="1">2009 (<italic toggle="yes">N</italic> =19)</th><th align="left" valign="bottom" rowspan="1" colspan="1">2011 (<italic toggle="yes">N</italic> =23)</th></tr></thead><tbody><tr><td colspan="4" align="left" valign="middle" rowspan="1">
<hr/>
</td></tr><tr><td colspan="4" align="left" valign="bottom" rowspan="1">
<italic toggle="yes">Multiplicity of infection</italic>
</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">MOI = 1 (%)</td><td align="left" valign="top" rowspan="1" colspan="1">21.2</td><td align="left" valign="top" rowspan="1" colspan="1">52.6</td><td align="left" valign="top" rowspan="1" colspan="1">60.9</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">MOI = 2 (%)</td><td align="left" valign="top" rowspan="1" colspan="1">30.3</td><td align="left" valign="top" rowspan="1" colspan="1">26.3</td><td align="left" valign="top" rowspan="1" colspan="1">17.4</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">MOI &#x02265; 3 (%)</td><td align="left" valign="top" rowspan="1" colspan="1">48.5</td><td align="left" valign="top" rowspan="1" colspan="1">21.1</td><td align="left" valign="top" rowspan="1" colspan="1">21.7</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">Mean MOI; range</td><td align="left" valign="top" rowspan="1" colspan="1">2.8; 1&#x02013;7</td><td align="left" valign="top" rowspan="1" colspan="1">1.7; 1&#x02013;4</td><td align="left" valign="top" rowspan="1" colspan="1">1.7; 1&#x02013;4</td></tr><tr><td colspan="4" align="left" valign="top" rowspan="1">
<italic toggle="yes">Heterozygosity</italic>
</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">Ara2New</td><td align="left" valign="top" rowspan="1" colspan="1">0.75</td><td align="left" valign="top" rowspan="1" colspan="1">0.84</td><td align="left" valign="top" rowspan="1" colspan="1">0.80</td></tr><tr><td align="left" valign="middle" rowspan="1" colspan="1">B7M19</td><td align="left" valign="middle" rowspan="1" colspan="1">0.53</td><td align="left" valign="top" rowspan="1" colspan="1">0.62</td><td align="left" valign="top" rowspan="1" colspan="1">0.22</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">PFG377</td><td align="left" valign="top" rowspan="1" colspan="1">0.61</td><td align="left" valign="top" rowspan="1" colspan="1">0.79</td><td align="left" valign="top" rowspan="1" colspan="1">0.46</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">TA1</td><td align="left" valign="top" rowspan="1" colspan="1">0.86</td><td align="left" valign="top" rowspan="1" colspan="1">0.92</td><td align="left" valign="top" rowspan="1" colspan="1">0.90</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">TA109</td><td align="left" valign="top" rowspan="1" colspan="1">0.80</td><td align="left" valign="top" rowspan="1" colspan="1">0.75</td><td align="left" valign="top" rowspan="1" colspan="1">0.85</td></tr><tr><td align="left" valign="middle" rowspan="1" colspan="1">TA81</td><td align="left" valign="top" rowspan="1" colspan="1">0.82</td><td align="left" valign="top" rowspan="1" colspan="1">0.82</td><td align="left" valign="middle" rowspan="1" colspan="1">0.76</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">TA87</td><td align="left" valign="top" rowspan="1" colspan="1">0.83</td><td align="left" valign="top" rowspan="1" colspan="1">0.86</td><td align="left" valign="top" rowspan="1" colspan="1">0.79</td></tr><tr><td align="left" valign="middle" rowspan="1" colspan="1">Mean heterozygosity</td><td align="left" valign="middle" rowspan="1" colspan="1">0.74</td><td align="left" valign="middle" rowspan="1" colspan="1">0.80</td><td align="left" valign="middle" rowspan="1" colspan="1">0.68</td></tr></tbody></table></table-wrap><table-wrap position="float" id="T5" orientation="landscape"><label>Table 5</label><caption><p id="P58"><italic toggle="yes">Pfmdr1</italic> haplotype frequencies.</p></caption><table frame="hsides" rules="none"><colgroup span="1"><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/><col align="left" valign="middle" span="1"/></colgroup><thead><tr><th align="left" valign="top" rowspan="1" colspan="1"><italic toggle="yes">Pfmdr1</italic><break/>haplotype</th><th align="left" valign="top" rowspan="1" colspan="1">Total (%)<break/><italic toggle="yes">N</italic> = 171</th><th align="left" valign="top" rowspan="1" colspan="1">2005 (%)<break/><italic toggle="yes">N</italic> = 64</th><th align="left" valign="top" rowspan="1" colspan="1">2009 (%)<break/><italic toggle="yes">N</italic> = 35</th><th align="left" valign="top" rowspan="1" colspan="1">2011 (%)<break/><italic toggle="yes">N</italic> = 31</th><th align="left" valign="top" rowspan="1" colspan="1">2013 (%)<break/><italic toggle="yes">N</italic> = 18</th><th align="left" valign="top" rowspan="1" colspan="1">
<italic toggle="yes">p</italic>
<sup>
<xref rid="TFN8" ref-type="table-fn">a</xref>
</sup>
</th><th align="left" valign="top" rowspan="1" colspan="1">2009&#x02013;2013<sup><xref rid="TFN9" ref-type="table-fn">b</xref></sup> (%)<break/>N = 84</th><th align="left" valign="top" rowspan="1" colspan="1">2013 symptomatic samples (%)<break/><italic toggle="yes">N</italic> = 87</th><th align="left" valign="top" rowspan="1" colspan="1">
<italic toggle="yes">p</italic>
<sup>
<xref rid="TFN10" ref-type="table-fn">c</xref>
</sup>
</th></tr></thead><tbody><tr><td colspan="10" align="left" valign="middle" rowspan="1">
<hr/>
</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">YFY</td><td align="left" valign="top" rowspan="1" colspan="1">0.8</td><td align="left" valign="top" rowspan="1" colspan="1">0.0</td><td align="left" valign="top" rowspan="1" colspan="1">0.0</td><td align="left" valign="top" rowspan="1" colspan="1">3.2</td><td align="left" valign="top" rowspan="1" colspan="1">5.6</td><td align="left" valign="top" rowspan="1" colspan="1">-</td><td align="left" valign="top" rowspan="1" colspan="1">2.4</td><td align="left" valign="top" rowspan="1" colspan="1">0.0</td><td align="left" valign="top" rowspan="1" colspan="1">-</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">NFY</td><td align="left" valign="top" rowspan="1" colspan="1">1.1</td><td align="left" valign="top" rowspan="1" colspan="1">2.1</td><td align="left" valign="top" rowspan="1" colspan="1">0.0</td><td align="left" valign="top" rowspan="1" colspan="1">0.0</td><td align="left" valign="top" rowspan="1" colspan="1">0.0</td><td align="left" valign="top" rowspan="1" colspan="1">-</td><td align="left" valign="top" rowspan="1" colspan="1">0.0</td><td align="left" valign="top" rowspan="1" colspan="1">1.1</td><td align="left" valign="top" rowspan="1" colspan="1">-</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">NYY</td><td align="left" valign="top" rowspan="1" colspan="1">1.1</td><td align="left" valign="top" rowspan="1" colspan="1">2.1</td><td align="left" valign="top" rowspan="1" colspan="1">0.0</td><td align="left" valign="top" rowspan="1" colspan="1">0.0</td><td align="left" valign="top" rowspan="1" colspan="1">5.6</td><td align="left" valign="top" rowspan="1" colspan="1">-</td><td align="left" valign="top" rowspan="1" colspan="1">1.2</td><td align="left" valign="top" rowspan="1" colspan="1">0.0</td><td align="left" valign="top" rowspan="1" colspan="1">-</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">YFD</td><td align="left" valign="top" rowspan="1" colspan="1">3.4</td><td align="left" valign="top" rowspan="1" colspan="1">3.2</td><td align="left" valign="top" rowspan="1" colspan="1">5.7</td><td align="left" valign="top" rowspan="1" colspan="1">9.7</td><td align="left" valign="top" rowspan="1" colspan="1">5.6</td><td align="left" valign="top" rowspan="1" colspan="1">-</td><td align="left" valign="top" rowspan="1" colspan="1">7.1</td><td align="left" valign="top" rowspan="1" colspan="1">0.0</td><td align="left" valign="top" rowspan="1" colspan="1">-</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">NYD</td><td align="left" valign="top" rowspan="1" colspan="1">21.1</td><td align="left" valign="top" rowspan="1" colspan="1">18.1</td><td align="left" valign="top" rowspan="1" colspan="1">20.0</td><td align="left" valign="top" rowspan="1" colspan="1">16.1</td><td align="left" valign="top" rowspan="1" colspan="1">11.1</td><td align="left" valign="top" rowspan="1" colspan="1">0.91</td><td align="left" valign="top" rowspan="1" colspan="1">16.7</td><td align="left" valign="top" rowspan="1" colspan="1">28.7</td><td align="left" valign="top" rowspan="1" colspan="1">0.07</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">NFD</td><td align="left" valign="top" rowspan="1" colspan="1">23.0</td><td align="left" valign="top" rowspan="1" colspan="1">11.7</td><td align="left" valign="top" rowspan="1" colspan="1">8.6</td><td align="left" valign="top" rowspan="1" colspan="1">16.1</td><td align="left" valign="top" rowspan="1" colspan="1">16.7</td><td align="left" valign="top" rowspan="1" colspan="1">0.68</td><td align="left" valign="top" rowspan="1" colspan="1">13.1</td><td align="left" valign="top" rowspan="1" colspan="1">44.8</td><td align="left" valign="top" rowspan="1" colspan="1">&#x0003c;0.001</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">YYY</td><td align="left" valign="top" rowspan="1" colspan="1">23.8</td><td align="left" valign="top" rowspan="1" colspan="1">33.0</td><td align="left" valign="top" rowspan="1" colspan="1">34.3</td><td align="left" valign="top" rowspan="1" colspan="1">22.6</td><td align="left" valign="top" rowspan="1" colspan="1">33.3</td><td align="left" valign="top" rowspan="1" colspan="1">0.72</td><td align="left" valign="top" rowspan="1" colspan="1">29.8</td><td align="left" valign="top" rowspan="1" colspan="1">8.1</td><td align="left" valign="top" rowspan="1" colspan="1">&#x0003c;0.001</td></tr><tr><td align="left" valign="top" rowspan="1" colspan="1">YYD</td><td align="left" valign="top" rowspan="1" colspan="1">53.6</td><td align="left" valign="top" rowspan="1" colspan="1">66.0</td><td align="left" valign="top" rowspan="1" colspan="1">77.1</td><td align="left" valign="top" rowspan="1" colspan="1">48.4</td><td align="left" valign="top" rowspan="1" colspan="1">50.0</td><td align="left" valign="top" rowspan="1" colspan="1">0.06</td><td align="left" valign="top" rowspan="1" colspan="1">60.7</td><td align="left" valign="top" rowspan="1" colspan="1">33.3</td><td align="left" valign="top" rowspan="1" colspan="1">&#x0003c;0.001</td></tr></tbody></table><table-wrap-foot><fn id="TFN8"><label>a</label><p id="P59"><italic toggle="yes">p</italic> calculated by Fishers exact test, comparing frequencies between all year.</p></fn><fn id="TFN9"><label>b</label><p id="P60">Merged haplotype data from 2009&#x02013;2013 to increase sample size.</p></fn><fn id="TFN10"><label>c</label><p id="P61"><italic toggle="yes">p</italic> calculated by Fisher&#x02019;s exact test, comparing merged 2009&#x02013;2013 asymptomatic frequencies with 2013 symptomatic samples.</p></fn></table-wrap-foot></table-wrap></floats-group></article>