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<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article"><?properties open_access?><front><journal-meta><journal-id journal-id-type="nlm-ta">Emerg Infect Dis</journal-id><journal-id journal-id-type="iso-abbrev">Emerg Infect Dis</journal-id><journal-id journal-id-type="publisher-id">EID</journal-id><journal-title-group><journal-title>Emerging Infectious Diseases</journal-title></journal-title-group><issn pub-type="ppub">1080-6040</issn><issn pub-type="epub">1080-6059</issn><publisher><publisher-name>Centers for Disease Control and Prevention</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="pmid">34152946</article-id><article-id pub-id-type="pmc">8237877</article-id><article-id pub-id-type="publisher-id">20-3230</article-id><article-id pub-id-type="doi">10.3201/eid2707.203230</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research</subject></subj-group><subj-group subj-group-type="article-type"><subject>Research</subject></subj-group><subj-group subj-group-type="TOC-title"><subject><italic>Plasmodium falciparum kelch</italic><italic>13</italic> Mutations, 9 Countries in Africa, 2014&#x02013;2018</subject></subj-group></article-categories><title-group><article-title><italic>Plasmodium falciparum kelch</italic>
<italic>13</italic> Mutations, 9 Countries in Africa, 2014&#x02013;2018</article-title><alt-title alt-title-type="running-head"><italic>Plasmodium falciparum kelch</italic><italic>13</italic> Mutations, Africa</alt-title></title-group><contrib-group><contrib contrib-type="author"><name><surname>Schmedes</surname><given-names>Sarah E.</given-names></name><xref ref-type="fn" rid="FN1"><sup>1</sup></xref></contrib><contrib contrib-type="author"><name><surname>Patel</surname><given-names>Dhruviben</given-names></name><xref ref-type="fn" rid="FN1"><sup>1</sup></xref></contrib><contrib contrib-type="author"><name><surname>Dhal</surname><given-names>Simran</given-names></name></contrib><contrib contrib-type="author"><name><surname>Kelley</surname><given-names>Julia</given-names></name></contrib><contrib contrib-type="author"><name><surname>Svigel</surname><given-names>Samaly S.</given-names></name></contrib><contrib contrib-type="author"><name><surname>Dimbu</surname><given-names>Pedro Rafael</given-names></name></contrib><contrib contrib-type="author"><name><surname>Adeothy</surname><given-names>Adicatou-La&#x000ef;</given-names></name></contrib><contrib contrib-type="author"><name><surname>Kahunu</surname><given-names>Gauthier Mesia</given-names></name></contrib><contrib contrib-type="author"><name><surname>Nkoli</surname><given-names>Papy Mandoko</given-names></name></contrib><contrib contrib-type="author"><name><surname>Beavogui</surname><given-names>Abdoul Habib</given-names></name></contrib><contrib contrib-type="author"><name><surname>Kariuki</surname><given-names>Simon</given-names></name></contrib><contrib contrib-type="author"><name><surname>Mathanga</surname><given-names>Don P.</given-names></name></contrib><contrib contrib-type="author"><name><surname>Koita</surname><given-names>Ousmane</given-names></name></contrib><contrib contrib-type="author"><name><surname>Ishengoma</surname><given-names>Deus</given-names></name></contrib><contrib contrib-type="author"><name><surname>Mohamad</surname><given-names>Ally</given-names></name></contrib><contrib contrib-type="author"><name><surname>Hawela</surname><given-names>Moonga</given-names></name></contrib><contrib contrib-type="author"><name><surname>Moriarty</surname><given-names>Leah F.</given-names></name></contrib><contrib contrib-type="author"><name><surname>Samuels</surname><given-names>Aaron M.</given-names></name></contrib><contrib contrib-type="author"><name><surname>Gutman</surname><given-names>Julie</given-names></name></contrib><contrib contrib-type="author"><name><surname>Plucinski</surname><given-names>Mateusz M.</given-names></name></contrib><contrib contrib-type="author"><name><surname>Udhayakumar</surname><given-names>Venkatachalam</given-names></name></contrib><contrib contrib-type="author"><name><surname>Zhou</surname><given-names>Zhiyong</given-names></name></contrib><contrib contrib-type="author"><name><surname>Lucchi</surname><given-names>Naomi W.</given-names></name></contrib><contrib contrib-type="author"><name><surname>Venkatesan</surname><given-names>Meera</given-names></name></contrib><contrib contrib-type="author"><name><surname>Halsey</surname><given-names>Eric S.</given-names></name></contrib><contrib contrib-type="author" corresp="yes"><name><surname>Talundzic</surname><given-names>Eldin</given-names></name></contrib><aff id="aff1">Association of Public Health Laboratories, Silver Spring, Maryland, USA (S.E. Schmedes); </aff><aff id="aff2">Centers for Disease Control and Prevention, Atlanta, Georgia, USA (S.E. Schmedes, D. Patel, S.S. Svigel, A.M. Samuels, J. Gutman, M.M. Plucinski, V. Udhayakumar, Z. Zhou, N.W. Lucchi, E. Talundzic); </aff><aff id="aff3">Williams Consulting LLC, Baltimore, Maryland, USA (D. Patel);</aff><aff id="aff4"> The Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta (S. Dahl); </aff><aff id="aff5">CDC Foundation, Atlanta (J. Kelley); </aff><aff id="aff6">National Malaria Control Program, Ministry of Health, Luanda, Angola (P.R. Dimbu); </aff><aff id="aff7">National Malaria Control Program, Ministry of Health, Porto-Novo, Benin (A.-L. Adeothy);</aff><aff id="aff8"> University of Kinshasa, Kinshasa, Democratic Republic of the Congo (G.M. Kahunu); </aff><aff id="aff9">National Institute of Biomedical Research, Kinshasa (P.M. Nkoli); </aff><aff id="aff10">Maferinyah Rural Health Research Center, Maf&#x000e8;rinyah, Guinea (A.H. Beavogui); </aff><aff id="aff11">Kenya Medical Research Institute, Centre for Global Health Research, Kisumu, Kenya (S. Kariuki); </aff><aff id="aff12">University of Malawi College of Medicine, Blantyre, Malawi (D.P. Mathanga); </aff><aff id="aff13">University of Sciences, Techniques, and Technologies of Bamako, Bamako, Mali (O. Koita); </aff><aff id="aff14">Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA (D. Ishengoma); </aff><aff id="aff15">National Institute for Medical Research, Tanga Research Centre, Dar es Salaam, Tanzania (D. Ishengoma, A. Mohamad); </aff><aff id="aff16">Monash University Faculty of Pharmaceutical Sciences, Melbourne, Australia (D. Ishengoma); </aff><aff id="aff17">National Malaria Elimination Centre, Lusaka, Zambia (M. Hawela); </aff><aff id="aff18">US President&#x02019;s Malaria Initiative, Centers for Disease Control and Prevention, Atlanta (L.F. Moriarty, M.M. Plucinski, E.S. Halsey); </aff><aff id="aff19">US President&#x02019;s Malaria Initiative, US Agency for International Development, Washington, DC, USA (M. Venkatesan)</aff></contrib-group><author-notes><corresp id="cor1">Address for correspondence: Eldin Talundzic, Centers for Disease Control and Prevention, 1600 Clifton Rd NE, Mailstop H23-10, Atlanta, GA 30329-4018, USA; email: <email xlink:href="etalundzic@cdc.gov">etalundzic@cdc.gov</email></corresp></author-notes><pub-date pub-type="ppub"><month>7</month><year>2021</year></pub-date><volume>27</volume><issue>7</issue><fpage>1902</fpage><lpage>1908</lpage><abstract><p>The spread of drug resistance to antimalarial treatments poses a serious public health risk globally. To combat this risk, molecular surveillance of drug resistance is imperative. We report the prevalence of mutations in the <italic>Plasmodium falciparum kelch 13</italic> propeller domain associated with partial artemisinin resistance, which we determined by using Sanger sequencing samples from patients enrolled in therapeutic efficacy studies from 9 sub-Saharan countries during 2014&#x02013;2018. Of the 2,865 samples successfully sequenced before treatment (day of enrollment) and on the day of treatment failure, 29 (1.0%) samples contained 11 unique nonsynonymous mutations and 83 (2.9%) samples contained 27 unique synonymous mutations. Two samples from Kenya contained the S522C mutation, which has been associated with delayed parasite clearance; however, no samples contained validated or candidate artemisinin-resistance mutations.</p></abstract><kwd-group kwd-group-type="author"><title>Keywords: </title><kwd><italic>Pfk13</italic> mutations</kwd><kwd><italic>Plasmodium falciparum</italic></kwd><kwd><italic>kelch 13</italic></kwd><kwd>artemisinin resistance</kwd><kwd>molecular surveillance</kwd><kwd>Africa</kwd><kwd>malaria</kwd><kwd>parasites</kwd><kwd>antimicrobial resistance</kwd></kwd-group></article-meta></front><body><p>Malaria remains a serious global health concern, causing &#x02248;405,000 deaths annually, mainly in young children in Africa (<xref rid="R1" ref-type="bibr"><italic>1</italic></xref>). Although substantial progress has been made over the past decade to reduce the global burden of malaria, several factors threaten these gains, including the emergence and spread of antimalarial drug resistance (<xref rid="R1" ref-type="bibr"><italic>1</italic></xref>). Artemisinin-based combination therapies (ACTs) are the first-line treatment for uncomplicated malaria caused by <italic>Plasmodium falciparum</italic> parasites, as recommended by the World Health Organization (WHO) (<xref rid="R2" ref-type="bibr"><italic>2</italic></xref>). Unfortunately, resistance to ACTs (i.e., delayed parasite clearance and clinical treatment failures) has emerged in the Greater Mekong Subregion of Southeast Asia, posing a considerable risk to malaria control in the region (<xref rid="R3" ref-type="bibr"><italic>3</italic></xref>). Even though clinical resistance to ACTs has not been reported in Africa (<xref rid="R1" ref-type="bibr"><italic>1</italic></xref>), the threat of its emergence remains.</p><p>As part of antimalarial therapeutic efficacy activities, WHO recommends molecular surveillance of the <italic>P. falciparum kelch 13</italic> gene (<italic>Pfk13</italic>) (with focus on the propeller domain region), a molecular marker associated with delayed clearance of parasitemia after therapy with artemisinin monotherapy or an ACT (<xref rid="R3" ref-type="bibr"><italic>3</italic></xref>&#x02013;<xref rid="R7" ref-type="bibr"><italic>7</italic></xref>). Because specific single-nucleotide polymorphisms (SNPs) within the propeller domain region of <italic>Pfk13</italic> continue to be discovered, WHO continues to update a list of these SNPs on the basis of association with delayed parasite clearance and reduced in vitro drug susceptibility (<xref rid="T1" ref-type="table">Table 1</xref>). Nine SNPs are currently considered validated by WHO to have delayed parasite clearance and in vitro data demonstrating partial resistance to artemisinin (<xref rid="R3" ref-type="bibr"><italic>3</italic></xref>). WHO categorized 11 SNPs as candidate mutations, correlated with delayed parasite clearance but not validated with in vitro data (<xref rid="R3" ref-type="bibr"><italic>3</italic></xref>). An additional 11 SNPs are listed by WHO as associated with delayed parasite clearance but without statistical significance because of limited data (<xref rid="R3" ref-type="bibr"><italic>3</italic></xref>).</p><table-wrap id="T1" orientation="portrait" position="float"><label>Table 1</label><caption><title>Mutations in the <italic>Pfk13</italic> gene and WHO classification related to <italic>Plasmodium falciparum</italic> artemisinin resistance*</title></caption><table frame="hsides" rules="groups"><col width="139" span="1"/><col width="126" span="1"/><col width="216" span="1"/><thead><tr><th valign="bottom" align="left" scope="col" rowspan="1" colspan="1">Validated <italic>Pfk13</italic> mutations</th><th valign="bottom" align="center" scope="col" rowspan="1" colspan="1">Candidate <italic>Pfk13</italic> mutations</th><th valign="bottom" align="center" scope="col" rowspan="1" colspan="1">Non&#x02013;statistically significant associated <italic>Pfk13</italic> mutations</th></tr></thead><tbody><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">F446I</td><td valign="top" align="center" rowspan="1" colspan="1">P441L</td><td valign="top" align="center" rowspan="1" colspan="1">D452E</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">N458Y</td><td valign="top" align="center" rowspan="1" colspan="1">G449A</td><td valign="top" align="center" rowspan="1" colspan="1">C469Y</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">M476I</td><td valign="top" align="center" rowspan="1" colspan="1">C469F</td><td valign="top" align="center" rowspan="1" colspan="1">K479I</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">Y493H</td><td valign="top" align="center" rowspan="1" colspan="1">A481V</td><td valign="top" align="center" rowspan="1" colspan="1">R515K</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">R539T</td><td valign="top" align="center" rowspan="1" colspan="1">P527H</td><td valign="top" align="center" rowspan="1" colspan="1">S522C</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">I543T</td><td valign="top" align="center" rowspan="1" colspan="1">N537I</td><td valign="top" align="center" rowspan="1" colspan="1">N537D</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">P553L</td><td valign="top" align="center" rowspan="1" colspan="1">G538V</td><td valign="top" align="center" rowspan="1" colspan="1">R575K</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">R561H</td><td valign="top" align="center" rowspan="1" colspan="1">V568G</td><td valign="top" align="center" rowspan="1" colspan="1">M579I</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">C580Y</td><td valign="top" align="center" rowspan="1" colspan="1">P574L, F673I, A675V</td><td valign="top" align="center" rowspan="1" colspan="1">D584V, P667T, H719N</td></tr></tbody></table><table-wrap-foot><p>*Adapted from an August 2018 WHO status report on artemisinin resistance and artemisinin-based combination therapy efficacy (<xref rid="R3" ref-type="bibr"><italic>3</italic></xref>). <italic>Pfk13</italic>, <italic>P. falciparum kelch 13</italic>; WHO, World Health Organization.</p></table-wrap-foot></table-wrap><p>WHO recommends that malaria-endemic countries perform therapeutic efficacy studies (TESs) every 2 years to evaluate antimalarial treatments currently used in a particular region (<xref rid="R8" ref-type="bibr"><italic>8</italic></xref>). Surveillance for molecular markers associated with antimalarial resistance is a recommended part of a TES to detect the presence of mutations associated with resistance (<xref rid="R8" ref-type="bibr"><italic>8</italic></xref>). As part of the US President&#x02019;s Malaria Initiative, the Centers for Disease Control and Prevention (CDC) and the US Agency for International Development provide support to countries in Africa to perform TESs, including molecular characterization of antimalarial-resistance markers, through the PMI-supported Antimalarial Resistance Monitoring in Africa (PARMA) network (<xref rid="R9" ref-type="bibr"><italic>9</italic></xref>). Established in 2015, this endeavor involves laboratory trainees in Africa who bring TES samples from their home country to the CDC (Atlanta, Georgia, USA) to receive advanced laboratory training and perform molecular testing for antimalarial-resistance mutations (<xref rid="R9" ref-type="bibr"><italic>9</italic></xref>). In this article, we report <italic>Pfk13</italic> mutation data generated from samples analyzed and collected from TESs conducted in 9 countries in Africa during 2014&#x02013;2018.</p><sec sec-type="methods"><title>Methods</title><sec><title>Samples, Ethics Statement, and TES Protocols</title><p>Before initiation, all work described in this article was approved by the respective institutional ethics review committee in each country and the Office of the Associate Director of Science of CDC&#x02019;s Center for Global Health and assigned the following tracking numbers: 2014&#x02013;233a and 2014&#x02013;233b (Angola), 2017&#x02013;141 (Benin), 2018&#x02013;035 (DRC), 2016&#x02013;046 (Guinea), 6696.0 (Kenya), 6029.0 (Malawi), 2016&#x02013;012a (Mali), 2015&#x02013;073a (Tanzania), and 2016&#x02013;200 (Zambia). Dried blood spots were collected from TESs conducted in 9 countries in Africa (Angola, Benin, the Democratic Republic of the Congo [DRC], Guinea, Kenya, Malawi, Mali, Tanzania, and Zambia; <xref rid="T2" ref-type="table">Table 2</xref>) during 2014&#x02013;2018. The samples included those obtained pretreatment (at day of enrollment) and at day of treatment failure. Day of treatment failure samples came from patients experiencing a recrudescence or new infection during the follow-up period of (usually ending at 28 or 42 days) after administration of an ACT. TES and antimalarial molecular marker results for some of the data analyzed have been previously published for Angola (<xref rid="R10" ref-type="bibr"><italic>10</italic></xref>&#x02013;<xref rid="R12" ref-type="bibr"><italic>12</italic></xref>), Kenya (<xref rid="R13" ref-type="bibr"><italic>13</italic></xref>), and Tanzania (<xref rid="R14" ref-type="bibr"><italic>14</italic></xref>). Results might differ slightly from previously published works because those works might not have reported results from all samples, might not have reported mutations in mixed infections, or might not have reported synonymous mutation results. Our study was a reanalysis of all available sequences using the same sequence data analysis quality filters, cut-offs, and quality scores for all countries.</p><table-wrap id="T2" orientation="portrait" position="float"><label>Table 2</label><caption><title>Summary of antimalarial therapeutic efficacy studies, 9 countries in Africa, 2002&#x02013;2007*</title></caption><table frame="hsides" rules="groups"><col width="43" span="1"/><col width="104" span="1"/><col width="63" span="1"/><col width="63" span="1"/><col width="49" span="1"/><col width="40" span="1"/><col width="36" span="1"/><col width="32" span="1"/><col width="48" span="1"/><thead><tr><th rowspan="2" valign="bottom" align="left" scope="col" colspan="1">Country</th><th rowspan="2" valign="bottom" align="center" scope="col" colspan="1">Sites</th><th rowspan="2" valign="bottom" align="center" scope="col" colspan="1">Treatments studied</th><th rowspan="2" valign="bottom" align="center" scope="col" colspan="1">Age of patients enrolled</th><th rowspan="2" valign="bottom" align="center" scope="col" colspan="1">Year</th><th valign="bottom" colspan="3" align="center" scope="colgroup" rowspan="1">Total no. samples<hr/></th><th rowspan="2" valign="bottom" align="center" scope="col" colspan="1">ACTs<break/>introduced</th></tr><tr><th valign="bottom" colspan="1" align="center" scope="colgroup" rowspan="1"> D0 + DF</th><th valign="bottom" align="center" scope="col" rowspan="1" colspan="1">D0</th><th valign="bottom" align="center" scope="col" rowspan="1" colspan="1">DF</th></tr></thead><tbody><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">Angola</td><td valign="top" align="center" rowspan="1" colspan="1">Benguela, Zaire, Lunda Sul</td><td valign="top" align="center" rowspan="1" colspan="1">AL, ASAQ, DP</td><td valign="top" align="center" rowspan="1" colspan="1">6 mo&#x02013;12 y</td><td valign="top" align="center" rowspan="1" colspan="1">2015</td><td valign="top" align="center" rowspan="1" colspan="1">379</td><td valign="top" align="center" rowspan="1" colspan="1">379</td><td valign="top" align="center" rowspan="1" colspan="1">0</td><td valign="top" align="center" rowspan="1" colspan="1">2005</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1"><hr/></td><td valign="top" align="left" rowspan="1" colspan="1"><hr/></td><td valign="top" align="left" rowspan="1" colspan="1"><hr/></td><td valign="top" align="left" rowspan="1" colspan="1"><hr/></td><td valign="top" align="center" rowspan="1" colspan="1">2017<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">76<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">38<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">38<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">2005<hr/></td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">Benin<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">Klouanmey, Djougou<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">AL<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">6&#x02013;59 mo<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">2017<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">194<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">175<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">19<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">2004<hr/></td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">DRC<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">Kabondo, Kapolowe, Rutshuru, Mikalayi, Kimpese<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">AL, ASAQ, DP<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">6&#x02013;59 mo<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">2017&#x02013;2018<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">633<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">317<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">316<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">2006<hr/></td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">Guinea<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">Maferinyah, Lab&#x000e8;<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">AL<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">6&#x02013;59 mo<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">2016<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">432<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">409<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">23<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">2004&#x02013;2005<hr/></td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">Kenya<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">Siaya County<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">AL, DP<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">6&#x02013;59 mo<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">2016&#x02013;2017<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">417<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">325<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">92<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">2006<hr/></td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">Malawi<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">Machinga, Nkhotakota, Karonga<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">AL, ASAQ<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">6&#x02013;59 mo<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">2014<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">27<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">8<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">19<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">2007<hr/></td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">Mali<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">Dioro, S&#x000e8;lingu&#x000e8;<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">AL, ASAQ<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">2&#x02013;59 mo<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">2015&#x02013;2016<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">410<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">320<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">90<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">2006<hr/></td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">Tanzania<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">Kibaha, Ujiji, Mkuzi, Mlimba<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">AL<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">6 mo&#x02013;10 y<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">2016<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">417<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">345<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">72<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">2006<hr/></td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">Zambia<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">Gwembe, Katete, Mansa<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">AL, DP<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">&#x0003e;6 mo<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">2016<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">263<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">263<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">0<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">2002<hr/></td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">Total</td><td valign="top" align="left" rowspan="1" colspan="1"/><td valign="top" align="left" rowspan="1" colspan="1"/><td valign="top" align="left" rowspan="1" colspan="1"/><td valign="top" align="left" rowspan="1" colspan="1"/><td valign="top" align="center" rowspan="1" colspan="1">3,248</td><td valign="top" align="center" rowspan="1" colspan="1">2,579</td><td valign="top" align="center" rowspan="1" colspan="1">669</td><td valign="top" align="left" rowspan="1" colspan="1"/></tr></tbody></table><table-wrap-foot><p>*ACTs, artemisinin-based combination therapies; AL, artemether/lumefantrine; ASAQ, artesunate/amodiaquine; D0, day of enrollment (pretreatment); DF, day of failure; DP, dihydroartemisinin/piperaquine; DRC; Democratic Republic of the Congo.</p></table-wrap-foot></table-wrap></sec><sec><title>Sequencing of <italic>Pfk13</italic> Propeller Domain Region</title><p>We extracted DNA from dried blood spots using the QIAamp Blood DNA Kit (QIAGEN, <ext-link ext-link-type="uri" xlink:href="https://www.qiagen.com">https://www.qiagen.com</ext-link>) according to the manufacturer&#x02019;s instructions. We amplified the propeller domain region from codon positions 389&#x02013;649 by PCR and Sanger sequenced according to methods previously described (<xref rid="R15" ref-type="bibr"><italic>15</italic></xref>).</p></sec><sec><title>Data Analysis</title><p>We analyzed sequence data by using Geneious Prime (Biomatters, <ext-link ext-link-type="uri" xlink:href="https://www.geneious.com">https://www.geneious.com</ext-link>). We trimmed and quality filtered forward and reverse sequence reads for each sample (error probability limit 0.05, maximum low-quality bases 30) from the 3&#x02032; and 5&#x02032; ends to remove low-quality bases. We aligned trimmed sequences to the <italic>Pfk13</italic> National Center for Biotechnology Information gene reference no. PF3D7_1343700 (<ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/gene/814205">https://www.ncbi.nlm.nih.gov/gene/814205</ext-link>) and assessed for SNPs. We only considered SNPs if they had a Phred quality score of <underline>&#x0003e;</underline>30 and were present in both forward and reverse strands. Mixed infections were detected by using the heterozygous caller plug-in tool in Geneious with a threshold of <underline>&#x0003e;</underline>30%. A second analyst confirmed all SNP and heterozygous calls by manual technical review. We submitted all <italic>Pfk13</italic> sequences with SNPs reported in this study to GenBank (accession nos. MN072940&#x02013;3042). We used R software version 4.0.1 (R Foundation for Statistical Computing, <ext-link ext-link-type="uri" xlink:href="https://www.r-project.org">https://www.r-project.org</ext-link>) to generate a map showing the distribution of mutations in the 9 countries (<xref ref-type="fig" rid="F1">Figure</xref>).</p><fig id="F1" fig-type="figure" orientation="portrait" position="float"><label>Figure</label><caption><p>Prevalence of <italic>Plasmodium falciparum kelch</italic>
<italic>13</italic> mutations in pretreatment therapeutic efficacy study samples, 9 countries in Africa, 2014&#x02013;2018. A total of 11 unique nonsynonymous and 27 unique synonymous mutations were detected in 2,865 successfully sequenced pretreatment and day of failure samples from Angola, Benin, Democratic Republic of the Congo, Guinea, Kenya, Malawi, Mali, Tanzania, and Zambia collected during 2014<italic>&#x02013;</italic>2018. A total of 2,753 samples were wild-type. Data from Angola includes results from 2 therapeutic efficacy studies.</p></caption><graphic xlink:href="20-3230-F"/></fig></sec></sec><sec sec-type="results"><title>Results</title><p>We attempted <italic>Pfk13</italic> sequencing on 3,248 samples (2,579 pretreatment and 669 day of failure samples) from the 9 countries (<xref rid="T2" ref-type="table">Table 2</xref>); 2,865 were successfully sequenced (<xref rid="T3" ref-type="table">Table 3</xref>). Of those, 2,753 samples were wild-type. A total of 11 unique nonsynonymous mutations and 27 unique synonymous mutations were detected in 2,865 successfully sequenced pretreatment and day of failure samples from Angola, Benin, DRC, Guinea, Kenya, Malawi, Mali, Tanzania, and Zambia collected during 2014&#x02013;2018 (<xref ref-type="fig" rid="F1">Figure</xref>, <xref rid="T4" ref-type="table">Table 4</xref>; <xref ref-type="local-data" rid="SD1">Appendix 1</xref>).</p><table-wrap id="T3" orientation="portrait" position="float"><label>Table 3</label><caption><title>Summary of <italic>Pfk13</italic> gene mutations detected in <italic>Plasmodium falciparum</italic> pretreatment and DF samples, 9 countries in Africa, 2014&#x02013;2018*</title></caption><table frame="hsides" rules="groups"><col width="76" span="1"/><col width="68" span="1"/><col width="68" span="1"/><col width="68" span="1"/><col width="68" span="1"/><col width="68" span="1"/><col width="68" span="1"/><thead><tr><th valign="bottom" align="left" scope="col" rowspan="1" colspan="1"><hr/></th><th valign="bottom" colspan="6" align="center" scope="colgroup" rowspan="1">No. samples pretreatment (DF)<hr/></th></tr><tr><th valign="bottom" align="left" scope="col" rowspan="1" colspan="1">Country (year)</th><th valign="bottom" align="center" scope="col" rowspan="1" colspan="1">Total with sequencing attempted</th><th valign="bottom" align="center" scope="col" rowspan="1" colspan="1">Poor quality or no amplification</th><th valign="bottom" align="center" scope="col" rowspan="1" colspan="1">Successfully sequenced</th><th valign="bottom" align="center" scope="col" rowspan="1" colspan="1">Wild-type samples<break/>pretreatment </th><th valign="bottom" align="center" scope="col" rowspan="1" colspan="1">Other nonsynonymous mutations</th><th valign="bottom" align="center" scope="col" rowspan="1" colspan="1">Synonymous mutations</th></tr></thead><tbody><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">Angola (2015)</td><td valign="top" align="center" rowspan="1" colspan="1">379 (0)</td><td valign="top" align="center" rowspan="1" colspan="1">77 (0)</td><td valign="top" align="center" rowspan="1" colspan="1">302 (0)</td><td valign="top" align="center" rowspan="1" colspan="1">291 (0)</td><td valign="top" align="center" rowspan="1" colspan="1">5 (0)</td><td valign="top" align="center" rowspan="1" colspan="1">6 (0)</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">Angola (2017)</td><td valign="top" align="center" rowspan="1" colspan="1">38 (38)</td><td valign="top" align="center" rowspan="1" colspan="1">0 (2)</td><td valign="top" align="center" rowspan="1" colspan="1">38 (36)</td><td valign="top" align="center" rowspan="1" colspan="1">37 (36)</td><td valign="top" align="center" rowspan="1" colspan="1">1 (0)</td><td valign="top" align="center" rowspan="1" colspan="1">0 (0)</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">Benin (2017)</td><td valign="top" align="center" rowspan="1" colspan="1">175 (19)</td><td valign="top" align="center" rowspan="1" colspan="1">20 (1)</td><td valign="top" align="center" rowspan="1" colspan="1">155 (18)</td><td valign="top" align="center" rowspan="1" colspan="1">151 (18)</td><td valign="top" align="center" rowspan="1" colspan="1">1 (0)</td><td valign="top" align="center" rowspan="1" colspan="1">3 (0)</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">DRC (2017&#x02013;2018)</td><td valign="top" align="center" rowspan="1" colspan="1">317 (316)</td><td valign="top" align="center" rowspan="1" colspan="1">13 (34)</td><td valign="top" align="center" rowspan="1" colspan="1">304 (282)</td><td valign="top" align="center" rowspan="1" colspan="1">295 (269)</td><td valign="top" align="center" rowspan="1" colspan="1">1 (2)</td><td valign="top" align="center" rowspan="1" colspan="1">8 (11)</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">Guinea (2016)</td><td valign="top" align="center" rowspan="1" colspan="1">409 (23)</td><td valign="top" align="center" rowspan="1" colspan="1">20 (1)</td><td valign="top" align="center" rowspan="1" colspan="1">389 (22)</td><td valign="top" align="center" rowspan="1" colspan="1">380 (22)</td><td valign="top" align="center" rowspan="1" colspan="1">1 (0)</td><td valign="top" align="center" rowspan="1" colspan="1">8 (0)</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">Kenya (2016&#x02013;2017)</td><td valign="top" align="center" rowspan="1" colspan="1">325 (92)</td><td valign="top" align="center" rowspan="1" colspan="1">7 (4)</td><td valign="top" align="center" rowspan="1" colspan="1">318 (88)</td><td valign="top" align="center" rowspan="1" colspan="1">302 (85)</td><td valign="top" align="center" rowspan="1" colspan="1">8 (2)</td><td valign="top" align="center" rowspan="1" colspan="1">8 (1)</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">Malawi (2014)</td><td valign="top" align="center" rowspan="1" colspan="1">8 (19)</td><td valign="top" align="center" rowspan="1" colspan="1">1 (5)</td><td valign="top" align="center" rowspan="1" colspan="1">7 (14)</td><td valign="top" align="center" rowspan="1" colspan="1">7 (14)</td><td valign="top" align="center" rowspan="1" colspan="1">0 (0)</td><td valign="top" align="center" rowspan="1" colspan="1">0 (0)</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">Mali (2015&#x02013;2016)</td><td valign="top" align="center" rowspan="1" colspan="1">320 (90)</td><td valign="top" align="center" rowspan="1" colspan="1">68 (48)</td><td valign="top" align="center" rowspan="1" colspan="1">252 (42)</td><td valign="top" align="center" rowspan="1" colspan="1">244 (39)</td><td valign="top" align="center" rowspan="1" colspan="1">1 (0)</td><td valign="top" align="center" rowspan="1" colspan="1">7 (3)</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">Tanzania (2016)</td><td valign="top" align="center" rowspan="1" colspan="1">345 (72)</td><td valign="top" align="center" rowspan="1" colspan="1">20 (12)</td><td valign="top" align="center" rowspan="1" colspan="1">325 (60)</td><td valign="top" align="center" rowspan="1" colspan="1">306 (57)</td><td valign="top" align="center" rowspan="1" colspan="1">6 (0)</td><td valign="top" align="center" rowspan="1" colspan="1">13 (3)</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">Zambia (2016)<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">263 (0)<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">50 (0)<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">213 (0)<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">200 (0)<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">1 (0)<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">12 (0)<hr/></td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">Total</td><td valign="top" align="center" rowspan="1" colspan="1">2,579 (669)</td><td valign="top" align="center" rowspan="1" colspan="1">276 (107)</td><td valign="top" align="center" rowspan="1" colspan="1">2,303 (562)</td><td valign="top" align="center" rowspan="1" colspan="1">2,213 (540)</td><td valign="top" align="center" rowspan="1" colspan="1">25 (4)</td><td valign="top" align="center" rowspan="1" colspan="1">65 (18)</td></tr></tbody></table><table-wrap-foot><p>*DF, day of failure; DRC, Democratic Republic of the Congo; <italic>Pfk13</italic>, <italic>Plasmodium falciparum kelch 13</italic>.</p></table-wrap-foot></table-wrap><table-wrap id="T4" orientation="portrait" position="float"><label>Table 4</label><caption><title>Summary of <italic>Pfk13</italic> nonsynonymous mutations detected in <italic>Plasmodium falciparum</italic> pretreatment and DF samples, 9 countries in Africa, 2014&#x02013;2018*</title></caption><table frame="hsides" rules="groups"><col width="90" span="1"/><col width="85" span="1"/><col width="90" span="1"/><col width="81" span="1"/><col width="135" span="1"/><thead><tr><th valign="bottom" align="left" scope="col" rowspan="1" colspan="1">Mutation</th><th valign="bottom" align="center" scope="col" rowspan="1" colspan="1">Country</th><th valign="bottom" align="center" scope="col" rowspan="1" colspan="1">Codon change</th><th valign="bottom" align="center" scope="col" rowspan="1" colspan="1">No. samples pretreatment (DF)</th><th valign="bottom" align="center" scope="col" rowspan="1" colspan="1">Country or region where previously reported (reference)</th></tr></thead><tbody><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">I416V</td><td valign="top" align="center" rowspan="1" colspan="1">Tanzania</td><td valign="top" align="center" rowspan="1" colspan="1">ATA &#x02192; GTA</td><td valign="top" align="center" rowspan="1" colspan="1">1 (0)</td><td valign="top" align="center" rowspan="1" colspan="1">Tanzania (<xref rid="R14" ref-type="bibr"><italic>14</italic></xref>)</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">P419S</td><td valign="top" align="center" rowspan="1" colspan="1">Guinea</td><td valign="top" align="center" rowspan="1" colspan="1">CCA &#x02192; TCA</td><td valign="top" align="center" rowspan="1" colspan="1">1 (0)</td><td valign="top" align="center" rowspan="1" colspan="1">NA</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">E433D</td><td valign="top" align="center" rowspan="1" colspan="1">Tanzania</td><td valign="top" align="center" rowspan="1" colspan="1">GAA &#x02192; GAC</td><td valign="top" align="center" rowspan="1" colspan="1">1 (0)</td><td valign="top" align="center" rowspan="1" colspan="1">Tanzania (<xref rid="R14" ref-type="bibr"><italic>14</italic></xref>)</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">R471S</td><td valign="top" align="center" rowspan="1" colspan="1">Tanzania</td><td valign="top" align="center" rowspan="1" colspan="1">CGT &#x02192; AGT</td><td valign="top" align="center" rowspan="1" colspan="1">1 (0)</td><td valign="top" align="center" rowspan="1" colspan="1">Tanzania (<xref rid="R14" ref-type="bibr"><italic>14</italic></xref>)</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">S477Y</td><td valign="top" align="center" rowspan="1" colspan="1">DRC</td><td valign="top" align="center" rowspan="1" colspan="1">TCT &#x02192; TAT</td><td valign="top" align="center" rowspan="1" colspan="1">0 (1)</td><td valign="top" align="center" rowspan="1" colspan="1">Grande Comore Island (<xref rid="R16" ref-type="bibr"><italic>16</italic></xref>)</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">A504V</td><td valign="top" align="center" rowspan="1" colspan="1">Angola (2017)</td><td valign="top" align="center" rowspan="1" colspan="1">GCT &#x02192; GTT</td><td valign="top" align="center" rowspan="1" colspan="1">1 (0)</td><td valign="top" align="center" rowspan="1" colspan="1">Gabon (<xref rid="R17" ref-type="bibr"><italic>17</italic></xref>)</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">S522C</td><td valign="top" align="center" rowspan="1" colspan="1">Kenya</td><td valign="top" align="center" rowspan="1" colspan="1">AGT &#x02192; TGT</td><td valign="top" align="center" rowspan="1" colspan="1">2 (0)</td><td valign="top" align="center" rowspan="1" colspan="1">Africa (<xref rid="R18" ref-type="bibr"><italic>18</italic></xref>)</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">A569G</td><td valign="top" align="center" rowspan="1" colspan="1">Benin</td><td valign="top" align="center" rowspan="1" colspan="1">GCA &#x02192; GGA</td><td valign="top" align="center" rowspan="1" colspan="1">1 (0)</td><td valign="top" align="center" rowspan="1" colspan="1">Gambia (<xref rid="R19" ref-type="bibr"><italic>19</italic></xref>) and Niger (<xref rid="R20" ref-type="bibr"><italic>20</italic></xref>)</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">A578S</td><td valign="top" align="center" rowspan="1" colspan="1">Angola (2015)</td><td valign="top" align="center" rowspan="1" colspan="1">GCT &#x02192; TCT</td><td valign="top" align="center" rowspan="1" colspan="1">4 (0)</td><td valign="top" align="center" rowspan="1" colspan="1">Africa (<xref rid="R19" ref-type="bibr"><italic>19</italic></xref>)</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">A578S</td><td valign="top" align="center" rowspan="1" colspan="1">DRC</td><td valign="top" align="center" rowspan="1" colspan="1">GCT &#x02192; TCT</td><td valign="top" align="center" rowspan="1" colspan="1">1 (1)</td><td valign="top" align="center" rowspan="1" colspan="1">Africa (<xref rid="R19" ref-type="bibr"><italic>19</italic></xref>)</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">A578S</td><td valign="top" align="center" rowspan="1" colspan="1">Mali</td><td valign="top" align="center" rowspan="1" colspan="1">GCT &#x02192; TCT</td><td valign="top" align="center" rowspan="1" colspan="1">1 (0)</td><td valign="top" align="center" rowspan="1" colspan="1">Africa (<xref rid="R19" ref-type="bibr"><italic>19</italic></xref>)</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">A578S</td><td valign="top" align="center" rowspan="1" colspan="1">Kenya</td><td valign="top" align="center" rowspan="1" colspan="1">GCT &#x02192; TCT</td><td valign="top" align="center" rowspan="1" colspan="1">6 (2)</td><td valign="top" align="center" rowspan="1" colspan="1">Africa (<xref rid="R19" ref-type="bibr"><italic>19</italic></xref>)</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">A578S</td><td valign="top" align="center" rowspan="1" colspan="1">Tanzania</td><td valign="top" align="center" rowspan="1" colspan="1">GCT &#x02192; TCT</td><td valign="top" align="center" rowspan="1" colspan="1">1 (0)</td><td valign="top" align="center" rowspan="1" colspan="1">Africa (<xref rid="R19" ref-type="bibr"><italic>19</italic></xref>)</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">A578S</td><td valign="top" align="center" rowspan="1" colspan="1">Zambia</td><td valign="top" align="center" rowspan="1" colspan="1">GCT &#x02192; TCT</td><td valign="top" align="center" rowspan="1" colspan="1">1 (0)</td><td valign="top" align="center" rowspan="1" colspan="1">Africa (<xref rid="R19" ref-type="bibr"><italic>19</italic></xref>)</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">Q613R</td><td valign="top" align="center" rowspan="1" colspan="1">Angola (2015)</td><td valign="top" align="center" rowspan="1" colspan="1">CAA &#x02192; CGA</td><td valign="top" align="center" rowspan="1" colspan="1">1 (0)</td><td valign="top" align="center" rowspan="1" colspan="1">NA</td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">Q613E<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">Tanzania<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">CAA &#x02192; GAA<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">2 (0)<hr/></td><td valign="top" align="center" rowspan="1" colspan="1">Tanzania (<xref rid="R14" ref-type="bibr"><italic>14</italic></xref>)<hr/></td></tr><tr><td valign="top" align="left" scope="row" rowspan="1" colspan="1">Total</td><td valign="top" align="left" rowspan="1" colspan="1"/><td valign="top" align="left" rowspan="1" colspan="1"/><td valign="top" align="center" rowspan="1" colspan="1">25 (4)</td><td valign="top" align="left" rowspan="1" colspan="1"/></tr></tbody></table><table-wrap-foot><p>*DF, day of failure; DRC, Democratic Republic of the Congo; NA, not available; <italic>Pfk13</italic>, <italic>Plasmodium falciparum kelch 13</italic>.</p></table-wrap-foot></table-wrap><p>Of the 2,303 sequenced pretreatment samples, 2,213 were wild-type and 90 (3.9%) contained mutations (<xref rid="T3" ref-type="table">Table 3</xref>). Of the 90 pretreatment samples with mutations, 10 unique nonsynonymous mutations were present in 25 samples from 8 of the 9 countries assessed (<xref rid="T4" ref-type="table">Table 4</xref>) and 25 unique synonymous mutations were present in 65 samples from 8 of the 9 countries assessed (<xref ref-type="local-data" rid="SD1">Appendix 1</xref> Table 1). Two samples from Kenya contained the S522C mutation, reported by WHO as a less-frequent mutation associated with delayed parasite clearance but without statistical significance because of limited data (<xref rid="R3" ref-type="bibr"><italic>3</italic></xref>). Both of these patients cleared their initial infection. A578S, the most commonly found mutation in Africa (not associated with resistance) (<xref rid="R3" ref-type="bibr"><italic>3</italic></xref>), was the most common nonsynonymous mutation we identified. The mutation was found in 14 pretreatment isolates: 4 in Angola, 1 in DRC, 1 in Mali, 6 in Kenya, 1 in Tanzania, and 1 in Zambia (<xref rid="T4" ref-type="table">Table 4</xref>). No mutations were identified in the samples from Malawi. Eight of the 10 unique nonsynonymous mutations in the pretreatment samples have been reported previously in other countries, whereas 2 mutations, P419S (Guinea) and Q613R (Angola), were newly identified in our study. No WHO-validated or candidate <italic>Pfk13</italic> mutations were identified.</p><p>Of the 669 day of failure samples, 562 were successfully sequenced; 107 (16.0%) samples failed to amplify, produced poor-quality sequences, or both (<xref rid="T3" ref-type="table">Table 3</xref>). A total of 540 samples were wild-type. Two nonsynonymous mutations were found in 4 day of failure samples (<xref rid="T4" ref-type="table">Table 4</xref>) and 10 synonymous mutations (<xref ref-type="local-data" rid="SD1">Appendix 1</xref> Table 2) were identified in 18 day of failure samples from 4 countries. Of the nonsynonymous mutations in day of failure samples, 2 samples from Kenya and 1 sample from DRC contained the A578S mutation, and 1 sample from DRC contained the S477Y mutation (<xref rid="T4" ref-type="table">Table 4</xref>). We compiled the complete results of the sequence data reanalysis (<xref ref-type="local-data" rid="SD1">Appendix 2</xref>).</p></sec><sec sec-type="discussion"><title>Discussion</title><p>This work provides an update on <italic>Pfk13</italic> genetic markers in 9 countries in Africa with endemic malaria. Although clinical resistance to ACTs has yet to be confirmed in Africa (<xref rid="R1" ref-type="bibr"><italic>1</italic></xref>), the early detection of <italic>Pfk13</italic> mutations through surveillance allows for swift action before resistance spreads widely. To date, all WHO-validated SNPs detected in Africa have been the result of independent emergence as opposed to spreading through imported cases from Southeast Asia (<xref rid="R21" ref-type="bibr"><italic>21</italic></xref>). More than 200 <italic>Pfk13</italic> mutations have been identified in global samples (<xref rid="R3" ref-type="bibr"><italic>3</italic></xref>,<xref rid="R18" ref-type="bibr"><italic>18</italic></xref>,<xref rid="R21" ref-type="bibr"><italic>21</italic></xref>), and <underline>&#x0003e;</underline>74 <italic>Pfk13</italic> nonsynonymous mutations have been reported in Africa (<xref rid="R22" ref-type="bibr"><italic>22</italic></xref>,<xref rid="R23" ref-type="bibr"><italic>23</italic></xref>). In this study, we report the presence of S522C in Kenya, a less frequent mutation that has been previously reported to be associated with delayed parasite clearance but lacking sufficient evidence to be considered a WHO-validated or candidate mutation (<xref rid="R3" ref-type="bibr"><italic>3</italic></xref>).</p><p>As more molecular surveillance data are collected, previous results should be reinterpreted to determine the presence of WHO-reportable mutations because the importance of these mutations in drug resistance might change based on new data (<xref rid="R3" ref-type="bibr"><italic>3</italic></xref>,<xref rid="R24" ref-type="bibr"><italic>24</italic></xref>). Although we report only 1 mutation identified by WHO to possibly play a role in resistance, other detected mutations, such as the other nonsynonymous mutations with unknown resistance status reported in this study, might be deemed important in the future as more data are collected and validated. In 2017, WHO categorized only 5 mutations as validated (N458Y, Y493H, R539T, I543T, and 580Y) (<xref rid="R24" ref-type="bibr"><italic>24</italic></xref>), but in 2018 the validated list was updated to include an additional 4 mutations, including F446I, P553L, and R561H (formerly candidate markers) and M476I (formerly reported as a less frequent variant associated with in vivo or in vitro test results) (<xref rid="R3" ref-type="bibr"><italic>3</italic></xref>). In addition, the Worldwide Antimalarial Resistance Network tracks <italic>Pfk13</italic> mutations worldwide and strives to detect new associations of mutations with delayed parasite clearance, which might inform WHO classifications (<xref rid="R18" ref-type="bibr"><italic>18</italic></xref>).</p><p>We report the presence of 11 unique nonsynonymous mutations in Angola, Benin, Guinea, DRC, Kenya, Mali, Tanzania, and Zambia; all were previously reported in the literature (<xref rid="T4" ref-type="table">Table 4</xref>) except P419S and Q613R. The most common nonsynonymous mutation observed in our study was A578S, a nonsynonymous mutation frequently described in Africa (<xref rid="R3" ref-type="bibr"><italic>3</italic></xref>) and, to a lesser extent, Asia (e.g., Thailand [<xref rid="R19" ref-type="bibr"><italic>19</italic></xref>] and Bangladesh [<xref rid="R25" ref-type="bibr"><italic>25</italic></xref>]). WHO has reported that A578S is not associated with partial artemisinin resistance (<xref rid="R3" ref-type="bibr"><italic>3</italic></xref>). Most mutations detected were synonymous mutations consistent with previous reports (<xref rid="R21" ref-type="bibr"><italic>21</italic></xref>). Because synonymous mutations do not result in an amino acid change, they are not associated with resistance. Parasites from Africa have been shown to have a higher prevalence of synonymous mutations, which is not surprising given that <italic>P. falciparum</italic> originated in Africa and continues to have a high level of transmission in this region (<xref rid="R19" ref-type="bibr"><italic>19</italic></xref>).</p><p>The results described in this article represent the collaborative output of the PARMA network, which originated in 2015 with the objectives of assisting countries in Africa in testing malaria samples from TESs for genetic markers associated with antimalarial resistance and supporting training and capacity building of collaborators in Africa (<xref rid="R9" ref-type="bibr"><italic>9</italic></xref>). In 8 of the 9 countries included in this report (all but Angola), the <italic>Pfk13</italic> results were generated during a 6&#x02013;8-week visit to CDC by trainees from a laboratory in the country where the TES was performed. Results were subsequently shared by the trainee&#x02019;s laboratory with their national malaria control program and other local stakeholders to make decisions related to antimalarial use. Although the <italic>Pfk13</italic> results we have described would not be cause for alarm or policy change, recent findings in Rwanda suggests a substantial presence of the <italic>Pfk13</italic> R561H mutation (<xref rid="R26" ref-type="bibr"><italic>26</italic></xref>) that has evolved locally, highlighting the importance of molecular surveillance for early detection of emerging patterns of resistance. In this context, PARMA training visits generate a vast amount of data from TES samples, ranging from efficacy results to prevalence of other molecular markers (e.g., <italic>P. falciparum</italic> multidrug-resistant protein 1 and <italic>P. falciparum</italic> chloroquine-resistance transporter) to the presence of <italic>P. falciparum</italic> histidine-rich protein 2 and 3 deletions (which might affect rapid diagnostic test performance). Generating phenotypic (i.e., efficacy) and genotypic data on the same sample provides an opportunity to identify novel mutations associated with resistance and enables detection of known mutations in samples with well-characterized efficacy outcomes. Because the PARMA network encourages standardization of laboratory methods and data reporting, such explorations might detect trends over time in a single country or produce insightful observations by using data from multiple countries. With the increased use of next-generation sequencing, the PARMA network has embarked on applying these principles of data generation, capacity building, networking, and standardization to this emerging technology (<xref rid="R27" ref-type="bibr"><italic>27</italic></xref>). The ultimate goal is laboratories in Africa independently analyzing their own malaria samples.</p></sec><sec sec-type="supplementary-material"><title/><supplementary-material content-type="local-data" id="SD1"><caption><title>Appendix 1</title><p>Additional information on <italic>Plasmodium falciparum kelch</italic>
<italic>13</italic> mutations, 9 countries in Africa, 2014&#x02013;2018.</p></caption><media mimetype="application" mime-subtype="pdf" xlink:href="20-3230-Techapp-s1.pdf" orientation="portrait" xlink:type="simple" id="d30e1463" position="anchor"/></supplementary-material><supplementary-material content-type="local-data" id="SD2"><caption><title>Appendix 2</title><p>Reanalysis of sequence data and results in a study of <italic>Plasmodium falciparum kelch 13</italic> mutations, 9 countries in Africa, 2014&#x02013;2018.</p></caption><media mimetype="application" mime-subtype="excel" xlink:href="20-3230-Techapp-s2.xlsx" orientation="portrait" xlink:type="simple" id="d30e1471" position="anchor"/></supplementary-material></sec></body><back><fn-group><fn fn-type="other"><p><italic>Suggested citation for this article</italic>: Schmedes SE, Patel D, Dhal S, Kelley J, Svigel SS, Dimbu PR, et al. <italic>Plasmodium falciparum kelch</italic>
<italic>13</italic> mutations, 9 countries in Africa, 2014&#x02013;2018. Emerg Infect Dis. 2021 Jul [<italic>date cited</italic>]. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3201/eid2707.203230">https://doi.org/10.3201/eid2707.203230</ext-link></p></fn><fn id="FN1"><label>1</label><p>These authors contributed equally to this article.</p></fn></fn-group><ack><p>This work was made possible with funding provided by the US President&#x02019;s Malaria Initiative (PMI) through PARMA. We also acknowledge partial support from the Advanced Molecular Detection Initiative at the CDC and partial support by the Bioinformatics Fellowship Program administered by the Association of Public Health Laboratories and funded by CDC. S.E.S. was supported by the Bioinformatics Fellowship Program. J.K. was supported in part by the CDC Foundation. D.P. was employed by Williams Consulting LLC, which provided support in the form of salary for D.P. D.S.I. was partly supported by the Developing Excellence in Leadership and Genetics Training for Malaria Elimination (DELGEME) in Sub-Saharan Africa program through the Developing Excellence in Leadership, Training and Science Africa Initiative (DELGEME grant no. 107740/Z/15/Z). The Developing Excellence in Leadership, Training and Science Africa Initiative is an independent funding scheme of the African Academy of Sciences&#x02019; Alliance for Accelerating Excellence in Science in Africa and is supported by the New Partnership for Africa&#x02019;s Development Planning and Coordinating Agency with funding from the Wellcome Trust (DELGEME grant no. 107740/Z/15/Z) and government of the United Kingdom. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.</p></ack><bio id="d30e1491"><p>Dr. Schmedes is lead bioinformatician at the Florida Department of Health; her primary interests include developing and implementing bioinformatics methods for studying bacterial and viral pathogens of public health significance in the state of Florida. Dr. Talundzic is an informatics health scientist in the Center for Global Health at CDC; his primary interests include developing and implementing next generation sequencing and bioinformatics methods for studying <italic>Plasmodium</italic> parasites. </p></bio><ref-list><title>References</title><ref id="R1"><label>1. </label><mixed-citation publication-type="web"><collab>World Health Organization</collab>. World malaria report <year>2019</year> [<comment>cited 2020 May 15</comment>]. <ext-link ext-link-type="uri" xlink:href="https://www.who.int/publications/i/item/9789241565721">https://www.who.int/publications/i/item/9789241565721</ext-link></mixed-citation></ref><ref id="R2"><label>2. </label><mixed-citation publication-type="web"><collab>World Health Organization</collab>. Guidelines for the treatment of malaria. 3rd edition. <year>2015</year> [<comment>cited 2020 May 15</comment>]. <ext-link ext-link-type="uri" xlink:href="https://apps.who.int/iris/handle/10665/162441">https://apps.who.int/iris/handle/10665/162441</ext-link></mixed-citation></ref><ref id="R3"><label>3. </label><mixed-citation publication-type="web"><collab>World Health Organization</collab>. Artemisinin resistance and artemisinin-based combination therapy efficacy: status report. <year>2018</year> [<comment>cited 2020 May 15</comment>]. <ext-link ext-link-type="uri" xlink:href="https://apps.who.int/iris/handle/10665/274362">https://apps.who.int/iris/handle/10665/274362</ext-link></mixed-citation></ref><ref id="R4"><label>4. </label><mixed-citation publication-type="journal"><string-name><surname>Cheeseman</surname>
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