Conceived and designed the experiments: WDC GJJC. Performed the experiments: HRH. Analyzed the data: WDC HRH MD. Contributed reagents/materials/analysis tools: WDC GJJC. Wrote the paper: WDC.
Dengue virus (DENV) is a serious mosquito-borne pathogen causing significant global disease burden, either as classic dengue fever (DF) or in its most severe manifestation dengue hemorrhagic fever (DHF). Nearly half of the world's population is at risk of dengue disease and there are estimated to be millions of infections annually; a situation which will continue to worsen with increasing expansion of the mosquito vectors and epidemic DF/DHF. Currently there are no available licensed vaccines or antivirals for dengue, although significant effort has been directed toward the development of safe and efficacious dengue vaccines for over 30 years. Promising vaccine candidates are in development and testing phases, but a better understanding of immune responses to DENV infection and vaccination is needed. Humoral immune responses to DENV infection are complex and may exacerbate pathogenicity, yet are essential for immune protection. In this report, we develop DENV-2 envelope (E) protein epitope-specific antigens and measure immunoglobulin responses to three distinct epitopes in DENV-2 infected human serum samples. Immunoglobulin responses to DENV-2 infection exhibited significant levels of individual variation. Antibody populations targeting broadly cross-reactive epitopes centered on the fusion peptide in structural domain II were large, highly variable, and greater in primary than in secondary DENV-2 infected sera. E protein domain III cross-reactive immunoglobulin populations were similarly variable and much larger in IgM than in IgG. DENV-2 specific domain III IgG formed a very small proportion of the antibody response yet was significantly correlated with DENV-2 neutralization, suggesting that the highly protective IgG recognizing this epitope in murine studies plays a role in humans as well. This report begins to tease apart complex humoral immune responses to DENV infection and is thus important for improving our understanding of dengue disease and immunological correlates of protection, relevant to DENV vaccine development and testing.
Dengue virus (DENV) is the quintessential 21st century re-emerging infectious disease. Advances in post exposure treatment, epidemiological understanding, and vector control did much to reduce dengue disease burden in the past. However, in the last three decades DENV has spread epidemically; dramatically increasing in disease severity and range with overlapping co-circulation of the four DENV serotypes spreading into geographic regions containing other pathogenic flaviviruses
DENV consist of four closely related viral serotypes (DENV-1, -2, -3, and -4) and as with the other flaviviruses, infection with any single virus appears to provide life-long immunity with cross-protection to other DENV serotypes being limited and transient
(A) Crystal structure of the DENV-2 E protein dimer
Infection with any DENV serotype thus produces a wide spectrum of anti-E immunoglobulins varying from broadly cross-reactive - recognizing all flaviviruses, to those recognizing only subsets of viruses in different serocomplexes, those recognizing only DENV-complex viruses to DENV serotype-specific antibodies. The broadly cross-reactive antibodies stimulated from the overlapping immunodominant epitopes surrounding the EDII fusion peptide are predominantly non-neutralizing as evidenced by the general lack of cross-protection between the flaviviruses
The presence of cross-reactive anti-E immunoglobulins may enhance the pathogenicity of flavivirus infections via the process of antibody-dependent enhancement (ADE) of infection
An important research agenda necessary to successfully address the DENV global public health challenge is to improve our understanding of humoral immune responses to DENV infection; specifically the E-protein epitope-targeting of the immunoglobulin response and the relative quantities of epitope-specific antibody populations after viral exposure and vaccination in humans, the infection neutralizing and/or enhancing capabilities of these immunoglobulin populations and their role as correlates of protection in vaccine efficacy studies
We examined the effects of substitutions in two distinct antigenic regions of the E-glycoprotein, EDII and EDIII on MAb reactivities (
In the fusion peptide of EDII we examined two, five and six different substitutions at Gly104, Gly106 and Leu107 respectively (
| Primer | Primer Sequence (5′-3′) | Nucleotide Substitution | Amino Acid Substitution | % VLP Secretion |
| G104E | Gly-Glu | ∼0 | ||
| G104H | Gly-His | ∼0 | ||
| G106M | Gly-Met | 100 | ||
| G106R | Gly-Arg | 100 | ||
| G106D | Gly-Asp | 150 | ||
| G106W | Gly-Trp | <50 | ||
| G106Q | Gly-Gln | 150 | ||
| L107Q | Leu-Gln | 150 | ||
| L107D | Leu-Asp | <50 | ||
| L107M | Leu-Met | 50 | ||
| L107G | Leu-Gly | 100 | ||
| L107K | Leu-Lys | 75 | ||
| L107F | Leu-Phe | 150 | ||
| G106D/L107K | Gly-Asp Leu-Lys | 67 | ||
| G106D/L107D | Gly-Asp Leu-Asp | <5 | ||
| G106R/L107D | Gly-Arg Leu-Asp | 8 | ||
| G106R/L107K | Gly-Arg Leu-Lys | 85 | ||
| G106W/L107K | Gly-Trp Leu-Lys | 17 | ||
| G106W/L107D | Gly-Trp Leu-Asp | 67 | ||
| K305E | Lys-Glu | 6 | ||
| K305N | Lys-Asn | 13 | ||
| V308N | Val-Asn | 19 | ||
| K310E | Lys-Glu | 25 | ||
| K310Q | Lys-Gln | 38 | ||
| E311R | Glu-Arg | 100 | ||
| E311K | Glu-Lys | 38 | ||
| E311Y | Glu-Tyr | 6 | ||
| K310E/E311R | Lys-Glu Glu-Arg | 25 | ||
| R323E | Arg-Glu | 6 | ||
| R323M | Arg-Met | 17 | ||
| K361D | Lys-Asp | 38 | ||
| P364R | Pro-Arg | 25 | ||
| P364E | Pro-Glu | 25 | ||
| K388D | Lys-Asp | 50 | ||
| K388E | Lys-Glu | 50 |
Mutated nucleotides are shown in bold.
Average of triplicate experiments of mutant VLP secretion from transiently transformed COS-1 cells, standardized against the wild-type DENV-2 plasmid VLP secretion.
| Rabbit | MHIAF | 4G2 | 6B6C-1 | 4A1B-9 | 23-1 | 23-2 | 20 | 5-1 | 5-2 | 1B7-5 | D3-5C9-1 | 1A1D-2 | 9D12 | 10A4D-2 | 1B4C-2 | 3H5 | ||
| poly-clonal | poly-clonal | group | group | group | group | group | sub grp. | sub grp. | sub grp. | comp. | comp. | sub comp. | sub comp. | sub comp. | sub comp. | type-spec. | ||
| D2 | D2 | D2 | SLEV | MVEV | WNV | JEV | D2 | JEV | JEV | D3 | D4 | D2 | D1 | D2 | D2 | D2 | ||
| WT DENV-2 | 100 | 5.0 | 6.2 | ≥6.0 | ≥6.0 | 5.1 | ≥6.0 | ≥6.0 | ≥6.0 | ≥6.0 | ≥6.0 | ≥6.0 | 5.1 | ≥6.0 | ≥6.0 | ≥6.0 | 4.5 | ≥6.0 |
| G106R | 100 | nd | 25 | 100 | 100 | 100 | 100 | 100 | 25 | 100 | 25 | 25 | 100 | 100 | ||||
| L107D | <50 | nd | 100 | 25 | 25 | 25 | 100 | 100 | 100 | 100 | 100 | 50 | 100 | 100 | 100 | |||
| G106R-L107D (EDIIFP) | 8 | 100 | 100 | 100 | 100 | 100 | 25 | 100 | 100 | 50 | ||||||||
| K305E | 6 | 100 | 100 | nd | nd | nd | nd | nd | 100 | 100 | 100 | 100 | 50 | 100 | 100 | 100 | ||
| K310E | 25 | 100 | 100 | nd | nd | nd | nd | nd | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | ||
| E311R | 100 | 50 | 100 | nd | nd | nd | nd | nd | 100 | 100 | 50 | 100 | 100 | 12.5 | 100 | |||
| P364R | 25 | 100 | 100 | nd | nd | nd | nd | nd | 100 | 100 | 100 | 25 | 50 | 50 | 25 | 100 | ||
| K388D | 50 | 100 | 100 | nd | nd | nd | nd | nd | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 50 | 100 | |
| K310E-E311R- P364R (EDIIICR) | 19 | 100 | 100 | 100 | 100 | 150 | 100 | 100 | 100 | 100 | 100 | 100 | 200 | 100 | ||||
| G106R-L107D- K310E-E311R- P364R (EDIIFP−EDIIICR) | 33 | 100 | 100 | 100 | 100 | 100 | 100 |
Reactivities levels of MAbs of varying cross-reactivity (CR) selected from different flaviviruses for wildtype (WT) and mutant VLP antigens.
Rabbit anti-DENV-2 VLP-immunized hyper-immune sera used as detector for antigens captured with MHIAF.
Antibody Cross-reactivity (CR): Rabbit anti-DENV-2 and murine hyper-immune ascitic fluid (MHIAF) are polyclonal; ‘group’ CR antibodies recognize viruses of the four major pathogenic flavivirus serocomplexes; ‘sub-group’ CR MAbs recognize all or some members of two or more different flavivirus serocomplexes (e.g., MAbs 20, 5-1 and 5-2 recognize DENV-2 and JEV, JEV and DENV-2 and JEV, DENV-1 and DENV-2 respectively); ‘comp.’ and ‘sub-comp.’ CR MAbs recognize all four DENV complex viruses or a subset thereof respectively, and type MAbs recognize only DENV-2.
Virus the MAb was raised against; D1 = dengue virus serotype-1 (DENV-1), D2 = DENV-2, D3 = DENV-3, D4 = DENV-4, SLEV = St. Louis encephalitis virus, MVEV = Murray Valley encephalitis virus, WNV = West Nile virus, and JEV = Japanese encephalitis virus.
Percent secretion of mutant VLP constructs relative to WT. All values are the average of three independent experiments.
MAb reactivities for WT DENV-2 VLP are presented as inverse log10 Ag-capture ELISA endpoint values and mutant VLPs as the percent remaining reactivity compared to WT. Emboldened values represent reactivity reductions greater than 90% relative to WT.
nd denotes not determined.
We next examined the effects of 15 amino acid substitutions at eight different residues in EDIII, first alone and then in combination (
Single letter amino acid abbreviations are shown for EDIII of DENV-2 using DENV-2 numbering (the last digit of the residue number lies directly above the numbered residue). Amino acids conserved relative to DENV-2 in the other serotypes are shown as dots, alignment gaps are depicted with dashes, and single letter abbreviations for non-conserved amino acids are shown. Colored residues in the DENV-2 sequence depict epitope-specific determinates as determined in this report and previously published reports. DENV complex and subcomplex cross-reactive epitopes are highlighted in yellow, DENV-2 specific residues are highlighted in red, and residues from the region of overlap between these epitopes (hence affecting DENV complex and DENV-2 virus specific epitopes) are highlighted green
Some of the same antibodies exhibiting reactivity reductions from fusion peptide substitutions were also affected by EDIII substitutions (
The third class of antibodies recognizing epitope determinates in EDIII were DENV complex and subcomplex MAbs. The antibody panel contained six DENV complex cross-reactive MAbs, three raised from DENV-2 and one each from the other three serotypes. The two MAbs exhibiting the greatest decreases in EDIII reactivity were 1A1D-2 and 9D12, subcomplex reactive MAbs raised against DENV-2 and -1 respectively (
Substitutions from the EDII fusion peptide and from EDIII were combined into the same plasmid construct in an attempt to maximize reductions in cross-reactive antibody recognition of epitopes incorporating these two disparate structural regions. The general effect on MAb reactivities of combining substitutions was predictably additive. In general there was little effect of DIII substitutions on the group cross-reactive MAbs, and limited effect of fusion peptide substitutions on most complex and subcomplex MAbs. When substitutions were combined together the resulting VLPs exhibited reduced reactivities to both classes of antibodies (
We selected a number of well-characterized DENV-2 infected patient sera to examine the epitope-specific proportions of the polyclonal E protein-specific immune response using the mutant VLP antigens described in this report. All serum specimens were collected 6–18 days post onset of symptoms (dpo) from DENV-2 infected individuals suffering from dengue fever and were viral RNA positive as determined by a DENV-2 specific reverse transcriptase-PCR (RT-PCR) assay (
| Sera # | Country of Origin | DPO | 1°/2° | IgM P/N | IgG P/N | M/G OD-N |
| 4 | Taiwan | 17 | 1° | 46.0 | 20.4 | 1.65 |
| 5 | Taiwan | 17 | 1° | 27.8 | 10.3 | 2.53 |
| 12 | Taiwan | 14 | 1° | 33.7 | 29.0 | 1.19 |
| 16 | Taiwan | 18 | 1° | 5.02 | 3.59 | 1.25 |
| 8882 | Puerto Rico | 6 | 1° | 44.2 | 5.04 | 11.1 |
| 0078 | Puerto Rico | 10 | 1° | 65.0 | 12.1 | 4.23 |
| 9 | Taiwan | 14 | 2° | 35.6 | 24.4 | 0.91 |
| 10 | Taiwan | 18 | 2° | 15.6 | 24.1 | 0.41 |
| 17 | Taiwan | 14 | 2° | 6.1 | 24 | 0.21 |
| 0169 | Puerto Rico | 6 | 2° | 29.2 | 35.4 | 0.65 |
| 9608 | Puerto Rico | 13 | 2° | 33.4 | 39.8 | 0.78 |
| 8867 | Puerto Rico | 7 | 2° | 53.6 | 54.2 | 1.04 |
DPO denotes days post onset of symptoms.
denotes primary (1°) or secondary (2°) DENV-2 infection.
This column denotes the ratio of the optical density (OD) for IgM/divided by IgG. Each value is corrected by subtracting 2 times the negative OD value.
Results from ANOVA on the GLS regression indicated that the three-way interaction among antigen, immunoglobulin type and geographic origin was not statistically significant (p = 0.6810). This result suggests that the patterns observed in mean endpoints among the different antigens, within the same immunoglobulin class are similar for sera collected from two different geographic locations, Taiwan or Puerto Rico. Because this three-way interaction was not significant we reran the ANOVA examining only main and two-way interactions (
| Variable | F-value | p-value |
| Antigen | 370 | <0.0001 |
| Immunoglobulin type | 239 | <0.0001 |
| 1° or 2° Infection | 362 | <0.0001 |
| Geographic origin of Sera | 3.36 | 0.0709 |
| Antigen : Immunoglobulin type | 17.7 | <0.0001 |
| Antigen : Geographic origin of Sera | 2.91 | 0.0403 |
| Antigen : 1° or 2° Infection | 30.8 | <0.0001 |
| Immunoglobulin type : 1° or 2° Infection | 118 | <0.0001 |
Because the ANOVA results suggest no generalized effect of geographic origin of test sera, the source of sera are not further specified unless indicated. Endpoint titers of E-protein specific immunoglobulins from DENV-2 infected patient sera (measured with the WT DENV-2 antigen) ranged from 21,400–1,510,000 (mean = 299,000) for IgM and from 12,400–11,000,000 for IgG (mean = 2,400,000;
| DENV-2 Antigen | Epitope Specific Target | Mean Endpoint Titer | Endpoint Titer Range | Range of Percent Response | Mean (Median) Percent Epitope Specific Response | |
| WT | All | 2.99×105 | 2.14×104–1.51×106 | 100 | 100 | |
| G106R-L107D*† | EDIIFP | 1.66×105 | 6.07×102–4.79×105 | <1–97 | 44 (34) | |
| K310E-E311R-P364R† | EDIIICR | 1.71×105 | 1.59×104–8.32×105 | <1–90 | 43 (39) | |
| G106R-L107D-K310E-E311R-P364R* | EDIIFP−EDIIICR | 1.26×105 | 5.00×102–3.98×105 | <1–91 | 58 (67) | |
| K305E-K388D | EDIIITS | 1.79×104 | 2.19×102–7.98×104 | <1–20 | 6 (4.5) | |
| WT*† | All | 2.40×106 | 1.24×104–1.10×107 | 100 | 100 | |
| G106R-L107D* | EDIIFP | 1.54×106 | 7.37×102–4.79×106 | <1–94 | 36 (36) | |
| K310E-E311R-P364R† | EDIIICR | 2.46×106 | 1.16×104–1.05×107 | <1–26 | 5.8 (13) | |
| G106R-L107D-K310E-E311R-P364R | EDIIFP−EDIIICR | 6.76×105 | 4.74×102–1.70×106 | <1–96 | 72 (64) | |
| K305E-K388D | EDIIITS | 2.40×104 | 1.24×102–4.50×105 | <1–8 | 1 (<1) | |
The mutant antigens used are all knock-out mutants. The symbols * and † depict significantly different mean endpoint titers determined with antigens sharing the same symbol. Mean endpoint titers were considered significantly different when the 95% confidence interval for the difference between the means did not cross zero.
Epitope specific antibody populations targeted by the different knock-out antigens. WT antigen measures antibody recognizing all E-protein epitopes. EDIIFP denotes broadly cross-reactive epitopes incorporating the E-protein structural domain II fusion peptide. EDIIICR denotes predominately complex cross-reactive epitopes incorporating residues within E-protein structural domain III. EDIIFP−EDIIICR denotes individual or overlapping epitopes incorporating either or both the EDII fusion peptide or EDIII. EDIIITS denotes EDIII DENV-2 type-specific epitopes and were determined by the reactivity difference between the K305E and K388D antigens (see
Endpoint titers determined with the knock-out antigen, thus representing immunoglobulins recognizing epitopes not targeted by the knock-out antigen. Because the EDIII DENV-2 type-specific response was calculated as the percent difference between K305E and K388D reactivities, the titers for EDIIITS were calculated as the WT titers multiplied by the percent EDIIITS response.
Because the mutant antigens knock-out antibody recognition of specific epitopes, the percent of immunoglobulin recognizing a particular epitope was determined for each individual sera by calculating the percent reactivity measured with a mutant antigen relative to that determined with the WT antigen and subtracting this value from 1.0; (1- [Endpointmutant/Endpointwt])×100; for the percent DENV-2 specific reactivity we used (1-[(EndpointK305E/EndpointWT)−(EndpointK388D)/EndpointWT)])×100.
| Infection Status | DENV-2 Antigen | Epitope Specific Target | Mean End-point Titer | Endpoint Titer Range | Mean Percent Epitope Specific Response | |
| Primary | WT | All | 4.08×105 | 2.14×104–1.51×106 | 100 | |
| G106R-L107D | EDIIFP | 1.89×105 | 6.07×102–4.79×105 | 54 | ||
| K310E-E311R-P364R | EDIIICR | 2.57×105 | 1.59×104–8.32×105 | 37 | ||
| G106R-L107D-K310E-E311R-P364R | EDIIFP−EDIIICR | 1.53×105 | 5.00×102–3.47×105 | 63 | ||
| K305E-K388D | EDIIITS | 1.70×104 | 1.07×103–2.74×104 | 4 | ||
| Secondary | WT*† | All | 1.89×105 | 2.19×104–4.47×105 | 100 | |
| G106R-L107D* | EDIIFP | 1.44×105 | 1.66×104–4.07×105 | 24 | ||
| K310E-E311R-P364R | EDIIICR | 8.55×104 | 1.95×104–2.34×105 | 55 | ||
| G106R-L107D-K310E-E311R-P364R† | EDIIFP−EDIIICR | 9.91×104 | 1.32×104–3.98×105 | 48 | ||
| K305E-K388D | EDIIITS | 1.48×104 | 2.19×102–3.66×104 | 8 | ||
| Primary | WT | All | 3.76×105 | 1.24×104–1.02×106 | 100 | |
| G106R-L107D | EDIIFP | 2.10×105 | 7.37×102–6.92×105 | 44 | ||
| K310E-E311R-P364R | EDIIICR | 3.60×105 | 1.16×104–8.91×105 | 7.5 | ||
| G106R-L107D-K310E-E311R-P364R | EDIIFP−EDIIICR | 1.68×105 | 4.74×102–4.90×105 | 55 | ||
| K305E-K388D | EDIIITS | 3.76×103 | 1.24×102–1.02×104 | <1 | ||
| Secondary | WT*† | All | 4.43×106 | 2.29×106–1.10×107 | 100 | |
| G106R-L107D*† | EDIIFP | 2.87×106 | 1.45×106–4.79×106 | 35 | ||
| K310E-E311R-P364R | EDIIICR | 4.57×106 | 2.00×106–1.05×107 | 4.0 | ||
| G106R-L107D-K310E-E311R-P364R | EDIIFP−EDIIICR | 1.18×106 | 7.08×105–1.70×106 | 73 | ||
| K305E-K388D | EDIIITS | 8.86×104 | 2.29×104–4.50×105 | 2 | ||
The mutant antigens used are all knock-out mutants. The symbols * and † depict significantly different mean endpoint titers between those antigens sharing the same symbol. Mean endpoint titers were considered significantly different when the 95% CI for the difference between the mean endpoints did not cross zero.
Epitope specific antibody populations targeted by the different knock-out antigens. WT antigen measures antibody recognizing all E-protein epitopes. EDIIFP denotes broadly cross-reactive epitopes incorporating the E-protein structural domain II fusion peptide. EDIIICR denotes predominately complex cross-reactive epitopes incorporating residues within E-protein structural domain III. EDIIFP−EDIIICR denotes individual or overlapping epitopes incorporating either or both the EDII fusion peptide or EDIII. EDIIITS denotes EDIII DENV-2 type-specific epitopes and were determined by the reactivity difference between the K305E and K388D antigens (see
Endpoint titer determined with the knock-out antigen, thus representing immunoglobulins recognizing epitopes not targeted by the knock-out antigen. Because the EDIII DENV-2 type-specific response was calculated as the percent difference between K305E and K388D reactivities, the titers for EDIIITS were calculated as the WT titers multiplied by the percent EDIIITS response.
Because the mutant antigens knock-out antibody recognition of specific epitopes, the percent of immunoglobulin recognizing a particular epitope was determined for each individual sera by calculating the percent reactivity measured with a mutant antigen relative to that determined with the WT antigen and subtracting this value from 1.0; (1- [Endpointmutant/Endpointwt])×100; for the percent DENV-2 specific reactivity we used (1-[(EndpointK305E/EndpointWT)−(EndpointK388D)/EndpointWT)])×100.
Immunoglobulin proportions targeting cross-reactive EDII fusion peptide epitopes were highly variable yet tended to be large, and were distinctly greater in primary than in secondary DENV-2 infected patients. EDII fusion peptide specific immunoglobulin responses ranged from undetectable levels to 97% of IgM and from undetectable to 94% of IgG; the mean and median values were 44% and 34% of IgM and 36% and 36% of IgG respectively (
Immunoglobulin targeting cross-reactive EDIII epitopes showed similar trends as did that recognizing EDII fusion peptide epitopes but their variability and magnitudes were smaller and there was an even greater reduction in IgG titers relative to IgM. EDIII cross-reactive immunoglobulin ranged from <1% to 45% in primary infections and <1% to 90% in secondary infections. IgM recognizing cross-reactive EDIII epitopes averaged 37% and 55% in primary and secondary infections respectively, whereas EDIII cross-reactive IgG averaged only 7.5% and 4% of primary and secondary DENV-2 infected patient sera (
In addition to the EDII fusion peptide and the EDIII cross-reactive epitope knock-out antigens, serum specimens were screened with an EDII−EDIII knock-out antigen, combining the same substitutions from the individual mutant antigens in these two antigenic regions (EDIIFP−EDIIICR;
To determine the proportion of immunoglobulin recognizing EDIII DENV-2 type-specific epitopes identified as potently neutralizing in murine studies we used two different EDIII mutant antigens. K305E knocks out the reactivity of MAb 3H5 (
EDIII DENV-2 virus-specific immunoglobulin formed very small percentages of the antibody response and was greater in IgM than in IgG. In contrast to the cross-reactive immunoglobulins however, EDIII virus-specific antibody populations averaged twice as large in secondary as in primary DENV-2 infected patient sera (
Focus-reduction micro-neutralization (FRμNT) assays were conducted with the sera to see if homologous/heterologous virus neutralization correlated with differential percentages or titers of virus-specific or cross-reactive immunoglobulin populations. All sera were tested against five different viruses, DENV-1, -2, -3, -4, and JEV; the Puerto Rican sera were additionally screened against WNV. Serum samples were diluted two-fold from 1∶50 until the last positive dilution representing the 90% FRμNT titer was reached. Actual 90% endpoint titers were also calculated by a non-linear regression of the FRμNT data using a variable slope sigmoidal dose-response formula. The 90% neutralization titers of primary DENV-2 infected patient sera ranged from 1∶200 to 1∶800 and all were greater than or equal to four-fold higher than the next highest virus titer (
| Serum # | Country of Origin | DPO | Virus | 90% FRμNT titer | Calculated 90% FRμNT Titer |
| 4 | Taiwan | 17 | DENV-1 | <50 | 17 |
| DENV-2 | 400 | 373 | |||
| DENV-3 | <50 | 18 | |||
| DENV-4 | <50 | 29 | |||
| JEV | <50 | 7 | |||
| 5 | Taiwan | 17 | DENV-1 | <50 | 3 |
| DENV-2 | 800 | 706 | |||
| DENV-3 | <50 | 10 | |||
| DENV-4 | <50 | 16 | |||
| JEV | <50 | 4 | |||
| 12 | Taiwan | 14 | DENV-1 | 50 | 56 |
| DENV-2 | 400 | 603 | |||
| DENV-3 | 50 | 50 | |||
| DENV-4 | <50 | 45 | |||
| JEV | <50 | 18 | |||
| 16 | Taiwan | 18 | DENV-1 | <50 | 4 |
| DENV-2 | 400 | 411 | |||
| DENV-3 | <50 | 7 | |||
| DENV-4 | <50 | 13 | |||
| JEV | <50 | 3 | |||
| 8882 | Puerto Rico | 6 | DENV-1 | <50 | 9 |
| DENV-2 | 200 | 144 | |||
| DENV-3 | <50 | 15 | |||
| DENV-4 | <50 | 24 | |||
| WNV | <50 | 4 | |||
| JEV | <50 | 3 | |||
| 0078 | Puerto Rico | 10 | DENV-1 | <50 | 16 |
| DENV-2 | 200 | 145 | |||
| DENV-3 | <50 | 31 | |||
| DENV-4 | <50 | 64 | |||
| WNV | <50 | 12 | |||
| JEV | <50 | 3 |
days post onset of symptoms.
Last positive titer in 90% Focus-reduction micro-neutralization (FRμNT) assay.
Calculated actual 90% neutralization titers based on a nonlinear regression of the FRμNT data using a variable slope sigmoidal dose-response model.
| Serum # | Country of Origin | DPO | Virus | 90% FRμNT titer | Calculated 90% FRμNT Titer |
| 9 | Taiwan | 14 | DENV-1 | 6400 | 7378 |
| DENV-2 | 6400 | 11,174 | |||
| DENV-3 | 800 | 2376 | |||
| DENV-4 | 800 | 589 | |||
| JEV | <50 | 83 | |||
| 10 | Taiwan | 18 | DENV-1 | 25600 | 25,334 |
| DENV-2 | 6400 | 6743 | |||
| DENV-3 | 320 | 3024 | |||
| DENV-4 | 800 | 991 | |||
| JEV | 50 | 103 | |||
| 17 | Taiwan | 14 | DENV-1 | 6400 | 4179 |
| DENV-2 | 3200 | 2076 | |||
| DENV-3 | 3200 | 2898 | |||
| DENV-4 | 800 | 915 | |||
| JEV | <50 | 3 | |||
| 0169 | Puerto Rico | 6 | DENV-1 | 200 | 306 |
| DENV-2 | 3200 | 3821 | |||
| DENV-3 | 800 | 934 | |||
| DENV-4 | 200 | 167 | |||
| WNV | <50 | 59 | |||
| JEV | <50 | 17 | |||
| 9608 | Puerto Rico | 13 | DENV-1 | 50 | 79 |
| DENV-2 | 400 | 431 | |||
| DENV-3 | 100 | 95 | |||
| DENV-4 | 400 | 526 | |||
| WNV | <50 | 74 | |||
| JEV | <50 | 25 | |||
| 8867 | Puerto Rico | 7 | DENV-1 | 200 | 366 |
| DENV-2 | 3200 | 3177 | |||
| DENV-3 | 100 | 135 | |||
| DENV-4 | 800 | 1341 | |||
| WNV | 50 | 122 | |||
| JEV | <50 | 38 |
days post onset of symptoms.
Last positive titer in 90% Focus-reduction micro-neutralization (FRμNT) assay.
Calculated actual 90% neutralization titers based on a nonlinear regression of the FRμNT data using a variable slope sigmoidal dose-response model.
To investigate if EDIII virus specific epitopes stimulate strongly neutralizing and protective immunoglobulin in humans as they do in mice we regressed EDIII DENV-2-specific (EDIIITS) IgM or IgG titers (log10, y-axis) on the actual DENV-2 90% neutralization titers (log 10) and performed an analysis of variance on the resulting regression (
Log10 EDIIITS IgM and IgG regressed on Log10 DENV-2 specific 90% neutralization endpoint titers. (A) EDIIITS IgM titer is not associated with DENV-2 specific 90% neutralization titers (m = −0.163, p = 0.656), P value was determined by performing an analysis of variance on the slope of the regression. (B) EDIIITS IgG is positively and significantly associated with increasing DENV-2 specific 90% Neutralization titers (m = 1.036, p = 0.0149), P value determined as in A.
Previous studies have indicated that the EDII fusion peptide region contains multiple, overlapping, broadly cross-reactive, immunodominant epitopes and that both virus-specific and DENV complex cross-reactive epitopes are located in EDIII
One of the more novel findings of the epitope mapping is that substitutions in different structural domains of adjacent E-protein monomers can act as epitope determinates for a single antibody suggesting that some antibodies might recognize inter-monomer epitopes including the disparate structural domains EDII and EDIII. Perhaps the best example of this was DENV-4 derived DENV complex cross-reactive MAb D3-5C9-1. This MAb exhibited only minor reactivity reductions (50–25%) for all six G106/L107 fusion peptide mutants and for two individual EDIII mutants E311R and P364R (50%). However, when the EDII fusion peptide and EDIII substitutions were combined into a single VLP construct, D3-5C9-1 reactivity was reduced to only 1.5% of WT DENV-2 reactivity. Such synergistic effects of combining substitutions on antibody reactivity could occur when residues do not play a critical binding role within the antibody paratope and thus the introduction of single substitutions might not severely interfere with antibody binding, yet when two or more substitutions of little to no individual effect are combined together, the combination either decreases Ka or increases Kd to the point where a significant reduction in antibody recognition is observed. Other examples of EDII−EDIII inter-monomer epitope determinates occurred with DENV subcomplex MAb 1B4C-2 and subgroup cross-reactive MAbs 5-1, and 5-2. MAb 1B4C-2 is a DENV-2 derived non-neutralizing antibody recognizing a surface accessible epitope originally assigned to EDI
MAb 5-1 is a JEV derived antibody that recognizes only JEV and DENV-2. All VLPs containing G106/L107 substitutions exhibited reduced binding by this MAb, as did E311R VLPs. Again, combinations of the EDII substitutions with EDIII E311R ablated all measurable MAb recognition for this VLP. MAb 20 is similar to MAb 5-1; it was raised against DENV-2 and also recognizes only JEV and DENV-2. Although fusion peptide substitutions did not alter the binding of this MAb, just as with MAb 5-1 all mutant VLPs containing combinations of E311 substitutions exhibited significant reductions in MAb 20 binding. E311 is conserved across the DENV complex and is an asparagine in the JEV complex viruses (
The only other published report of similar inter-monomer EDII−EDIII epitopes is for chimpanzee MAb 1A5, a flavivirus group cross-reactive MAb raised against mixed infection of all four DENV serotypes
Some of the general and specific epitope mapping results presented here are supported by recently published studies. A number of studies have mapped DENV-complex and sub-complex cross-reactive epitopes to the lateral surface of EDIII
MAb 9D12 was raised against DENV-1 and recognizes DENV-1, -2, and -4. This MAb appears to recognize an overlapping, yet distinct epitope from MAb 1A1D-2. Two of the residues we identified as epitope determinates for 1A1D-2 had similar effects on 9D12 reactivity; K310 and P364. Yeast display mutagenesis of rEDIII also identified the involvement of K310, but they did not examine the effect of substitutions at P364 for either 1A1D-2 or 9D12 binding
DENV type-specific antibodies, specifically the potently neutralizing murine MAbs, recognize epitopes in DIII
Recently there has been increased interest to examine and dissect complex polyclonal human immune responses to flavivirus infection. The results presented in this study compliment and add to this nascent body of work with detailed epitope-specific antibody assignments for IgM in addition to IgG. Stiasny et al. measured total E-specific IgG titers from six DENV-2 infected patient sera that ranged from 104 to 106
The importance of the EDII fusion peptide as an immunodominant antigenic region containing a series of overlapping epitopes stimulating broadly cross-reactive antibodies has been well-established in mice
We examined both primary and secondary DENV-2 infected patient sera and found EDII fusion peptide specific IgG was greater in primary than in secondary infections (mean = 44% and 35% respectively;
IgM responses to cross-reactive EDIII epitopes were similar in variability and magnitude as were those for the EDII fusion peptide, but the proportion of IgG recognizing these epitopes was much smaller (
Lai et al
We were able to demonstrate for the first time that there is a significant and positive correlation between the magnitude of EDIII DENV-2 specific IgG titer and the percent of DENV-2 specific neutralization in humans. In WNV however, there was no correlation between overall levels of EDIII WNV-specific IgG and clinical outcome or measurable difference in neutralization profiles between WT and EDIII WNV-specific knock-out reporter virus particles using a flow-cytometric assay, suggesting a limited role for EDIII virus-specific IgG in WNV protective neutralization
COS-1 cells (ATCC CRL 1650; Manassas, VA) were grown at 37°C with 5% CO2 on Dulbeco's modified Eagle's minimal essential medium (D-MEM, GIBCO, Grand Island, NY) supplemented with 10% heat-inactivated fetal bovine serum (FBS, Hyclone Laboratories, Inc., Logan, UT), 110 mg/l sodium pyruvate, 0.1 mM nonessential amino acids, 2 mM L-glutamine, 20 ml/l 7.5% NaHCO3, 100 U/ml penicillin, and 100 ug/ml streptomycin. We used the recombinant expression plasmid pVAXD2i derived from pCBD2-2J-2-9-1 which been previously characterized and described in detail
Cross-reactive epitope residues selected for substitution in the fusion peptide eliciting cross-reactive antibodies were originally identified by Crill and Chang,
Site-specific mutations were introduced into the DENV-2 E gene using the Stratagene Quick Change® multi site-directed mutagenesis kit (Stratagene, La Jolla, CA) and pVAXD2i as DNA template following the manufacturer's recommended protocols. The sequences of the mutagenic primers used for all constructs are listed in
Antigen-capture ELISA (Ag-ELISA) was used to detect and quantify secreted antigen from the mutagenized and WT pVAXD2i transformed COS-1 cells. Secreted antigen was captured in the inner 60 wells of Immulon II HB flat-bottom 96-well plates (Dynatech Industries, Inc., Chantilly, VA) with polyclonal rabbit anti-DENV-2 WT VLP hyper-immune sera diluted 1∶500, incubated overnight at 4°C, and wells were blocked with 300 µl of StartBlock blocking buffer (Pierce, Rockford, Ill.) according to the manufacturer's recommended protocol. Antigen was diluted 2-fold in PBS, incubated for 2 hr at 37°C and detected with murine hyper-immune ascitic fluid (MHIAF) specific for DENV-2 diluted 1∶2000 in 5% milk/PBS. Both the polyclonal capture and detector sera are hyper-immune fluids produced through repeated immunization and therefore containing high-titer immunoglobulin recognizing all potential antigenic epitopes. These polyclonal fluids are used at high concentration to insure that all VLP antigens, even those with dramatically altered epitopes, should be captured and detected similarly. MHIAF was detected using horseradish peroxidase conjugated goat anti-mouse IgG (Jackson ImmunoResearch, Westgrove, PA) in 5% milk/PBS and incubated for 1 hr at 37°C. Bound conjugate was detected with 3,3′5,5′-tetramethylbenzidine substrate (TMB; Neogen Corp., Lexington, KY), the reaction was stopped with 2N H2SO4 and measured at
MAbs 4G2, 6B6C-1, 4A1B-9, 1B7, D3-5C9-1, 1A1D-9, 9D12, 10A4D-2, 1B4C-2, 9A3D-8, and 3H5 were obtained from the Arbovirus Diseases Branch, Division of Vector-borne Infectious Diseases, US Centers for Disease Control and Prevention (CDC). Many of these MAbs originated from the work of John Roehrig, 4G2, 1B7, 9D12, and 3H5 hybridomas were originally obtained by the CDC from the Walter Reed Army Institute
DENV-2 infected human sera from dengue fever patients were obtained from the Dengue Branch, CDC, San Juan, Puerto Rico; and also from the Taiwan Center for Disease Control. The Puerto Rican DENV-infected patient sera were collected from Puerto Ricans infected locally during the 2007 transmission season and the Taiwanese sera were from Taiwanese residents who contracted DENV-2 while traveling in SE Asia outside of Taiwan in 2005. All sera were confirmed DENV-2 positive by virus isolation or RT-PCR either from these specimens or from paired acute-phase sera (data not presented and collected in either Puerto Rico or Taiwan).
Sera were assayed for the presence of E-specific immunoglobulins with both IgM and IgG antigen capture ELISA (MAC- and GAC-ELISA). All VLP antigen concentrations were standardized using the same antigen-capture described above in antigen characterization section. Antigen concentrations were standardized at an OD of 1.4, within the region of antigen excess near the upper asymptote of the sigmoidal antigen dilution curve (antigen is still the limiting factor here compared to the high concentration polyclonal rabbit serum and MHIAF used to capture and detect respectively). MAC- and GAC-ELISA were performed as previously described with some modifications
P/N ratios were calculated as previously described with test validation utilizing internal positive and negative control sera on each plate
To quantify the epitope-specific humoral immune response following DENV-2 infection we used the same MAC- and GAC-ELISA format described above and serially diluted sera from 1×103 to 1×108. In addition to WT DENV-2 VLP antigen we utilized a series of epitope-specific knock-out VLPs characterized in this study (
The resulting OD data were modeled as a nonlinear function of the log10 dilution using a four-parameter logistic model. In a four parameter logistic curve, the lower horizontal asymptote is not constrained to zero. This model was chosen over the three parameter model (which does constrain the lower asymptote to zero) because although the sera can be diluted to the point where there is no remaining immunoglobulin, the OD values are not expected to reach zero. The model was fit with the S-plus (v8.0) function nls (non-linear least squares) which uses least squares to estimate the parameters. Sera, imunoglobulin type, and antigen type were included as covariates. After fitting the model, endpoints were computed by finding where the OD curves for each antigen type crossed the OD curve for two times the negative control values at each serum dilution. The asymptotic covariance matrix
The model could not satisfactorily fit the data for Taiwan sera #16 into a logistic curve, due to its very low positive OD signal, since our highest concentration serum dilution (1∶1000) only captured the tail end of the actual curve of signal vs. antibody concentration. Nevertheless, for both WT and all three EDIII mutant antigens there was positive OD signal greater than two times the negative value at the higher serum concentrations. For this serum sample we therefore used the following linear interpolation of the data to estimate the endpoint cut-offs, endpoint = (mean OD of the antigen of interest at the last positive serum dilution divided by two times the negative antigen OD at the same serum dilution) multiplied by the last positive dilution. Hence this is the percent remaining positive signal at the last positive dilution times that last positive dilution.
Epitope-specific IgM and IgG percentages were calculated by dividing the immunoglobulin end-point value obtained with a specific knock-out antigen by that obtained with the WT antigen on the same sera, subtracting this value from 1.0 and multiplying by 100. The two EDIII single substitution antigens were included to examine human immune responses to the protective EDIII virus-specific neutralizing epitope were analyzed slightly differently. K305E knocks out reactivity to neutralizing DENV-2 type-specific MAbs (e.g. 3H5 in this study) and to complex cross-reactive MAbs such as 1A1D-2;
We utilized an immunostaining focus-reduction micro-neutralization assay (FRμNT) to measure the neutralizing capability of the human serum samples against all four DENV serotypes, JEV and WNV. 2.47×104 Vero cells in DMEM were added to 96 well black, clear flat bottom plates and incubated 16 hr overnight at 37°C and 5% CO2. Serum specimens were diluted 1∶50 in BA-1 and heat inactivated at 56°C for 30 minutes, diluted 2-fold to a final dilution of 1∶1600 and 320 virus pfu was added to each serum dilution. Plates were then incubated for 1 hr at 37°C, 5% CO2. After incubation, serum and virus suspensions were transferred back to Vero cell monolayer containing plates. These Vero cell plates were incubated at 37°C, 5% CO2 for 45 minutes rocking every 5 minutes to allow for virus infection. Barry's Ye Lah overlay media containing 6% sodium bicarbonate and 1% Carboxymethylcellulose sodium salt (Fluka biochemical) was added and plates were incubated at 37°C, 5% CO2. Incubation times were as follows: WNV (NY-99), JEV (SA-14-14-2): 24 hr; DENV-2 (16681) and DENV-4 (H241): 48 hr; DENV-1 (56BC94/95), DENV-3 (116RC1396): 70 hr. Following incubation plates were washed and fixed with 3∶1 acetone, then decanted and plates were allowed to dry overnight. Immunostaining was performed by adding virus-specific MHIAFs diluted in PBS and incubated at 37°C for 30 min, washing and adding goat anti-mouse HRP diluted in 5% milk/PBS and similarly incubated for 30 min. and washed. Infected virus foci were visualized using Vector-VIP peroxidase substrate kit SK-4600 as per manufacturers' instructions. Foci were counted using Zeiss KS300 microscope and Axiovision software version 4.6. 90% FRμNT dilution titers were calculated for each virus relative to that virus back-titration in BA-1. The actual 90% neutralization titers were calculated using Graph pad Prism version 4 (Graph Pad Software, San Diego, CA) sigmoidal dose response (variable slope) formula. All reported values are the average of two independent replicates.
We thank John T. Roehrig, Centers for Disease Control and Prevention, Fort Collins, Colorado and Li-Kuang Chen, College of Medicine, Tzu-Chi University, Hualien, Taiwan for providing access to many of the MAbs utilized in this study. Sera were provided by Liz Hunsperger at the Dengue Branch of the US CDC in Puerto Rico and by Li-Jung Chien and Jyh-Hsiung Huang at the CDC, Taiwan.
The findings and conclusions in this manuscript are those of the authors and do not necessarily represent the views of the Centers for Disease Control and Prevention.