Abstract
Flaviviruses are a group of mosquito- or tick-borne single-stranded RNA viruses that can cause a wide range of clinical manifestations in humans and animals, including asymptomatic, flu-like febrile illness, hemorrhagic fever, encephalitis, birth defects, and death. Many of them have no licensed vaccines available for human use. Memory B cell development and induction of neutralizing antibody responses, which are important for the control of flavivirus infection and dissemination, have been used as biomarkers for vaccine efficacy. In this review, we will discuss recent findings on memory B cells and antibody responses from studies in clinical specimen and animal models of flavivirus infection and vaccination with a focus on several clinically important flaviviruses, including dengue, West Nile, yellow fever, and Zika viruses.
Introduction
Flaviviruses are a group of single-stranded RNA viruses that are primarily transmitted by ticks or mosquitoes. Among them, there are several medically important human pathogens, such as dengue virus (DENV), yellow fever virus (YFV), West Nile virus (WNV), and Zika virus (ZIKV)1,2. Flaviviruses cause a wide range of clinical manifestations in humans and animals ranging from asymptomatic, self-limiting flu-like febrile illness to hemorrhagic fever, encephalitis, birth defects, and death2. No antiviral therapeutics are currently available. The flaviviral genome encodes three structural proteins (capsid, pre-membrane [PrM], and envelope [E]) and seven nonstructural proteins (NS1, NS2A, NS2B, NS3, NS4A, NS4B, and NS5)3–5. The E protein has been reported to be involved in viral entry into host cells and is, thus, an important target for the induction of B cell and neutralizing antibodies (NAbs)6. The protein can be further divided into three domains: EDI, EDII, and EDIII. In addition, the NS1 and PrM proteins can serve as dominant targets for the human B cell response against flaviviruses7–9.
Vaccine development has been successful in the control of several flaviviruses, such as Japanese encephalitis virus (JEV), tick-borne encephalitis virus (TBEV), and YFV. Humoral immunity, which comprises B cell and antibody responses, plays an important role in host protection against flavivirus infection10,11. In particular, the development of memory B cells (MBCs) and induction of NAb responses are critical for the control of viral infection and dissemination and, thus, are important biomarkers for vaccine efficacy12. Here, we mainly focus on discussion of recent progress in understanding the role of MBCs and antibody responses against flavivirus infection and vaccination.
Memory B cells
B cells are lymphocytes generated in the bone marrow from lymphoid precursors via a process involving the recombination of V, D, and J gene segments coding for the variable region of the immunoglobulin (Ig) heavy and light chains13. Mature naïve B cells express B cell receptor (BCR) such as IgM and IgD molecules. Following viral infection or vaccination, antigen stimulation of B cells through the BCR triggers the activation of naïve B cells within a few days at the T cell–B cell follicle border to eventually form follicular germinal centers (GCs), which generate long-lived plasma cells (LLPCs) producing IgG NAbs and antigen-specific MBCs within 7 days14,15. In extrafollicular foci, antigen-activated B cells can differentiate into short-lived antibody secreting cells (ASCs)16,17. MBCs generated in the GC during the primary immune response circulate at low frequencies throughout the body as resting lymphocytes, which may persist for decades18. Upon antigen re-exposure, MBCs are activated, proliferate quickly (within 2 to 3 days) and more robustly than naive B cells, and differentiate into high-affinity IgG ASCs13,18. This activation also generates new antigen-specific LLPCs and MBCs. During primary flaviviral infection, there is a rapid and transient increase in antibody-secreting plasmablasts. At the convalescent stage, MBCs and LLPCs both contribute to long-term humoral immunity. Upon secondary flavivirus infection, MBCs are mostly characterized as highly cross-reactive to other genetically related flaviviruses.
MBC and antibody responses to flavivirus infection and vaccination
DENV
DENV infection is the most prevalent flavivirus infection, with about 390 million human cases annually in the tropical and subtropical regions worldwide19. The WHO has estimated that 50% of the world’s population is at risk of DENV transmission. Based on antigenic determinants or nucleotide sequences of DENV E, Pre-M, or NS1 protein, there are four serotypes of DENV, namely DENV1, DENV2, DENV3, and DENV420.
Following a cutaneous DENV infection in immunocompetent mice (mimicking a mosquito bite), there was massive early activation and strong proliferation of B cells, but poor or almost absent T cell responses, which suggest a major role for humoral immunity during DENV infection21. One early study showed that the cross-reactive antibodies produced by both LLPCs and MBCs provided cross protection against sequential heterotypic DENV infection in AG129 mice (IFN-α/β and IFN-γ receptor deficient). Nevertheless, most of the MBC studies to date have been conducted in human samples because of the limitation of physiologically relevant DENV infection animal models22. The predominant B cell responses during acute primary infection in humans are the CD27- and CD38-expressing DENV-specific plasmablasts, which produce DENV serotype-specific antibodies that mainly target the quaternary structure epitopes centered on DENV EDIII. The secretion of soluble CD27 and CD38 in the plasma was reported to be associated with the activation of the plasmablast during acute DENV infection23. B cells specific for DENV E, Pre-M, and NS1 were detectable in patients with primary DENV infection. In particular, DENV E-specific B cells had the highest frequencies and were highly serotype specific. However, during secondary DENV infection, DENV E-specific B cells were mostly serotype cross-reactive, which produced high-avidity antibodies23,24 (Figure 1A). Analysis of the diversity and antigen specificity of the plasmablast antibody repertoire elicited during primary DENV infections revealed that a high proportion of the DENV-elicited plasmablasts express IgA, in addition to IgG and IgM class-switched cells. Furthermore, these IgA class-switched cells were extensively hypermutated25. Upon secondary DENV infection, small subsets of MBCs become activated as plasmablasts26. Single-cell analysis of B cells suggests that similar MBC responses were induced during primary and secondary DENV infection. However, during secondary infection, MBC responses were more cross-reactivated to other closely related flaviviruses, such as ZIKV27. The E-specific B cells in patients were serotype cross-reactive and secreted antibodies with higher avidity to heterologous DENV serotypes during secondary infection24,28,29. Characterization of serum samples from the secondary DENV infection reveals cross-reactive antibodies to all DENV serotypes (Figure 1B)30. Furthermore, plasmablast-derived monoclonal antibodies (mAbs) in DENV exposure donors were broadly cross-reactive against DENV 1–4, displayed poorly neutralizing activity, and showed antibody-dependent enhancement (ADE) effects in vitro31
Figure 1. B cell responses following primary and secondary dengue virus (DENV) infections.
A: During primary DENV infection, virus-specific naïve B cells are activated and differentiate into antibody-secreting long-lived plasma cells (LLPCs) and memory B cells (MBCs). B: During secondary infection with a different serotype DENV, MBCs are activated, produce cross-reactive antibodies with high avidity, and are expanded. New cross-reactive MBCs and LLPCs are also generated.
Screening of samples from a DENV-endemic area suggested that more than 80% of subjects developed MBCs but the frequencies of these cells varied significantly32. The cross-reactive MBCs expanded during the first years of DENV infection and were retained in some donors for 3 to 4 years after initial infection. The antigenic specificity towards DENV serotypes or more distantly related flaviviruses, including ZIKV, also varied. Some donors had strong MBC responses to all four DENV serotypes that persisted for up to 5 years33. In addition, MBC-derived antibodies were shown to bind to E, PrM, and NS1, which is more in line with the specificity of serum antibodies produced following re-infection and during the early convalescence phase26. Despite their low frequency in peripheral blood, human mAbs derived from purified MBCs have been characterized by several groups34–36. For example, mapping of human MBCs and serum NAb responses to DENV serotype 4 infection and vaccination revealed that antibodies derived from MBCs and LLPCs bind to the quaternary structure epitopes close to the hinge region between EDI and EDII34. Young et al. generated 15 DENV3 type-specific mAbs from MBCs isolated from children naturally infected with DENV and demonstrated that these antibodies recognize E glycoprotein37. Multiple approaches have also been developed for the assessment of the breadth and the durability of DENV/ZIKV B cell responses at the single-cell level following natural infection or vaccination. One group utilized the Alexa Fluor dye-labeled DENV to identify a small frequency of B cells from DENV immune individuals by flow cytometry analysis38. Others developed DENV/ZIKV FluoroSpot assays for the detection and enumeration of DENV-specific, ZIKV-specific, and DENV/ZIKV cross-reactive MBCs39,40. These assays are sensitive tools to detect the specific and cross-reactive MBCs.
The generation of broadly NAbs (bNAbs) by B cells against all four DENV serotypes is crucial for DENV vaccine development. Durham et al. previously used transcriptomic analysis and identified novel recognition determinants of bNAbs within the DENV EDI region41.
Vaccination with TAK-003, a live attenuated tetravalent DENV vaccine candidate, which includes both attenuated DENV2 and three chimeric viruses containing the PrM/E of DENV1, 3, and 4 on the DENV2 backbone, induces both type-specific and cross-reactive MBCs to all four DENV serotypes. Thus, unlike natural DENV infection, all four components of TAK-003 contribute to the DENV-specific MBC response following vaccination.
WNV
WNV infection in humans induces West Nile fever and neuroinvasive diseases, including meningitis, encephalitis, acute flaccid paralysis, and death42. In addition, WNV convalescent patients developed long-term neurological sequelae or chronic kidney diseases, or both43–51.
Mature B cells play an important role in host protection against WNV infection. Mice with genetic deficiency in B cells and antibody were much more susceptible to lethal WNV infection10. Furthermore, evidence suggests that immature B cells also provide host protection against WNV infection. For example, immunization of B cell-activating factor receptor (BAFFR)–/– mice, which have normal levels of immature B cells but reduced numbers of mature B cells, protects against lethal WNV infection52.
The persistence of WNV-specific MBCs and ASCs in WNV convalescent patients was first reported by Tsioris et al.53. In addition, they identified four novel WNV NAbs using the single-cell analysis method and NGS analysis. Vaccination of mice with the inactivated cell culture JEV antigen in the presence of Advax delta inulin adjuvant (JE-ADVAX) also triggered MBC responses and serum cross-NAb production, which together provided heterologous protection against WNV challenge54. Furthermore, while both MBCs and LLPCs persist long after WNV clearance, depletion and adoptive transfer studies demonstrate that MBCs can respond to variant viruses that escape NAb produced by LLPCs without acquiring additional somatic mutations. In contrast, LLPC function was limited to neutralizing homologous viruses upon reinfection55.
The underlying mechanisms of MBC development during WNV infection are not well understood. It was reported that the expression of myeloid differentiation primary response 88 (MyD88) is required for B cell activation, development of GCs, and generation of LLPCs and MBCs following immunization with RepliVAX WN, a single-cycle flavivirus vaccine candidate derived from WNV. In contrast, the expression of Toll-like receptor (TLR) 3, which is independent of MyD88, is important for the maintenance of GCs and development of LLPCs but not for the differentiation of MBCs56. Thus, pathogen recognition receptor (PRR)-mediated innate immune signaling pathways could play differential roles in MBC and antibody responses upon WNV vaccination.
YFV
Yellow fever caused by YFV is endemic in South America and Africa. It is characterized by fever, vomiting, nausea, hepatitis with jaundice, renal failure, hemorrhage, and death57. YFV 17D is a highly live attenuated vaccine that was developed by Max Theiler in the 1930s. The three 17D substrains (17D-204, 17DD, and 17D-213) have minor differences in genome sequences, but all have proved to be effective vaccines58.
Mouse model studies suggest that the vaccine induces long-lasting humoral responses and provides protection along with memory CD4+ T cell immunity59. Wec et al. recently characterized MBC responses following YFV17D vaccination by using a high-throughput single B cell cloning technology. Early MBC responses were mediated by both the classical immunoglobulin M (IgM+CD27+) and the switched immunoglobulin (swIg+) MBCs. The swIg+ MBC populations and atypical IgM+ and IgD+ MBCs were stable over time. However, the classical IgM+CD27+ MBCs declined quickly. In addition, the NAb response was found to target a fusion loop-proximal antigenic site within the YFV EDII protein60.
Vaccination of healthy donors with the live attenuated vaccine YFV 17D triggers the activation of innate and adaptive immune responses. Induction of strong YFV-specific neutralization titers are correlated with soluble IL-6R levels and activation of CD4+ T cell responses during the early stage of vaccination61. Immune activation promotes strong NAb titers. However, another study pinpointed that the pre-active environment in vaccinees, such as the presence of proinflammatory monocytes and activation of CD8+ T cells and B cells, contributes to lower neutralization titers and reduction of MBC populations62. Furthermore, a study conducted in Brazil suggests that one or more boosters of YFV 17DD following primary vaccination helped to restore the levels of T and MBC responses and prevented the progressive decline in NAb titers63.
ZIKV
ZIKV is a re-emerging flavivirus that has caused outbreaks in recent years in the Americas and Caribbean64–66. The virus can be transmitted by mosquito bites or by sexual contact67–69. In addition, the virus has been associated with severe neurological diseases, such as the autoimmune disorder Guillain-Barré syndrome in adults and congenital Zika syndrome in fetuses and infants70–72.
The ZIKV E protein is responsible for viral entry into host cells and represents a major target for NAbs73. NAbs targeting the EDIII protein have also been shown to protect mice against lethal ZIKV infection9. One early study of plasma of ZIKV patients from a 2016 outbreak in Singapore suggests that the majority of patients had robust ZIKV-specific humoral responses. Anti-ZIKV IgM was detected as early as 2 days post illness onset and peaked during the 10 to 14 day period post illness onset before decreasing at the 3 month to 1 year recovery phase. Anti-ZIKV IgG peaked during the 10 to 14 day period, persisted at high levels for 5 to 6 months, and was still detectable 1 year post infection3.
B cells induced in DENV patients are known to share epitopes between DENV serotypes and other flaviviruses along with epitopes unique to each serotype. A multifunction FluoroSpot assay using fluorescently labeled DENV and ZIKV was utilized to simultaneously detect DENV serotype-specific, ZIKV-specific, DENV serotype cross-reactive, and DENV/ZIKV cross-reactive antibodies secreted by individual MBCs following vaccination or natural infection. Although ZIKV is closely related to DENV, minimal DENV and ZIKV cross-reactive MBCs were detected when samples from ZIKV-immune patients were analyzed40,74. Antibodies specific for ZIKV EDI/II were cross-reactive, but not neutralizing DENV, which resulted in lethally enhanced DENV disease in mice, though this has not been observed in humans9,75–77. Andrade et al. characterized ZIKV-specific MBCs and serum binding and NAb responses to ZIKV at both 2 weeks and 8 months after infection in 31 pediatric patients with (a) no, (b) one, or (c) more than one related prior DENV infection. They found that ZIKV induced robust type-specific MBC responses. ZIKV-specific antibodies contributed to anti-ZIKV serum neutralizing activity during the late convalescent stage. Furthermore, prior immunity to DENV only modestly shaped the breadth and magnitude of the MBC responses74. Similar results were confirmed in another study in which single B cell cloning and large-scale antibody isolation were used to characterize ZIKV-induced B cell responses in three DENV-experienced donors78.
Several studies have characterized human B cells in ZIKV/DENV immune donors. Robust plasmablast populations were elicited in DENV experienced donors during acute ZIKV infection, whereas the magnitude was reduced in DENV immune donors. The plasmablast response during acute ZIKV infection peaked at day 7 post presentation of symptoms and became undetectable by day 1579. The plasmablasts from the DENV/ZIKV immune subject were expanded with a high level of somatic hypermutation (SHM) similar to secondary DENV infection, and a similar effect was also observed in MBCs and plasmablasts generated by influenza vaccination80. In contrast, the plasmablast in the DENV-naïve/ZIKV-immune subject was characterized by low frequency, limited clonal expansion, and low SHM78. While plasmablast-derived mAbs in DENV exposure donors showed ADE effects, mAbs from ZIKV-infected patients without prior DENV exposure showed less cross-reactivity to DENV serotypes81. At 5 months post infection, MBCs included a mixture of broadly cross-reactive, poorly neutralizing, and de novo generated antibodies that were ZIKV specific and potently neutralizing78. Overall, although prior DENV infection has been associated with ADE following ZIKV infection, the complexity of it suggests that further investigation is needed.
Summary and future perspectives
Humoral immunity, including MBCs and antibody responses, are important for the control of flaviviral infection and host protection. During primary flaviviral infection, there is a rapid expansion of antibody-secreting plasmablasts and induction of virus-specific MBCs. Upon secondary flavivirus infection, MBCs are mostly characterized as highly cross-reactive and secrete antibodies with higher avidity to genetically related flaviviruses.
Co-circulation and epidemiological overlapping of more than one flavivirus in endemic areas has often resulted in the generation of massive cross-reactive MBCs and antibody responses, which are likely to have a strong impact on the development of an effective vaccine and accurate diagnosis of flavivirus infections. MBCs induced during primary DENV infection are known to share epitopes between DENV serotypes and other flaviviruses along with epitopes unique to each serotype. Plasmablast-derived mAbs in DENV patients are broadly cross-reactive against DENV 1–4 serotypes and contribute to the ADE effects31,82. There are minimal DENV and ZIKV cross-reactive MBCs, though the two viruses are closely related. Despite the fact that significant work has been conducted on the understanding of the specificity and cross-reactivity of antibody responses to DENV infection, little is known about the role of MBCs and their derived antibodies in other flavivirus infections. Innate immune signaling pathways and inflammatory cytokines are involved in the regulation of MBC development. However, the underlying immune mechanisms of MBC development during flavivirus infection and vaccination remain unclear and will be the focus of future investigation.
Acknowledgements
We thank Dr Linsey Yeager (Research and Product Development Operations, The University of Texas Medical Branch, TX, USA) for assisting in manuscript preparation.
The peer reviewers who approve this article are:
Penghua Wang, Department of Immunology, School of Medicine, The University of Connecticut Health Center, Farmington, Connecticut, USA
Kalpit A Vora, Department of Infectious Diseases and Vaccines Research, Merck & Co., Inc, West Point, PA, USA
Funding Statement
This work was supported in part by NIH grant R01AI127744 (Tian Wang) and a grant from Sealy Institute for Vaccine Sciences at UTMB (Tian Wang).
The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
References
- 1. King NJC, Getts DR, Getts MT, et al. : Immunopathology of flavivirus infections. Immunol Cell Biol. 2007; 85(1): 33–42. 10.1038/sj.icb.7100012 [DOI] [PubMed] [Google Scholar]
- 2. Simmonds P, Becher P, Bukh J, et al. : ICTV Virus Taxonomy Profile: Flaviviridae. J Gen Virol. 2017; 98(1): 2–3. 10.1099/jgv.0.000672 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3. Acosta EG, Kumar A, Bartenschlager R: Revisiting dengue virus-host cell interaction: New insights into molecular and cellular virology. Adv Virus Res. 2014; 88: 1–109. 10.1016/B978-0-12-800098-4.00001-5 [DOI] [PubMed] [Google Scholar]
- 4. Daep CA, Muñoz-Jordán JL, Eugenin EA: Flaviviruses, an expanding threat in public health: Focus on dengue, West Nile, and Japanese encephalitis virus. J Neurovirol. 2014; 20(6): 539–60. 10.1007/s13365-014-0285-z [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5. Hasan SS, Sevvana M, Kuhn RJ, et al. : Structural biology of Zika virus and other flaviviruses. Nat Struct Mol Biol. 2018; 25(1): 13–20. 10.1038/s41594-017-0010-8 [DOI] [PubMed] [Google Scholar]; Faculty Opinions Recommendation
- 6. Cedillo-Barrón L, García-Cordero J, Bustos-Arriaga J, et al. : Antibody response to dengue virus. Microbes Infect. 2014; 16(9): 711–20. 10.1016/j.micinf.2014.07.011 [DOI] [PubMed] [Google Scholar]
- 7. Stettler K, Beltramello M, Espinosa DA, et al. : Specificity, cross-reactivity, and function of antibodies elicited by Zika virus infection. Science. 2016; 353(6301): 823–6. 10.1126/science.aaf8505 [DOI] [PubMed] [Google Scholar]; Faculty Opinions Recommendation
- 8. Muller DA, Young PR: The flavivirus NS1 protein: Molecular and structural biology, immunology, role in pathogenesis and application as a diagnostic biomarker. Antiviral Res. 2013; 98(2): 192–208. 10.1016/j.antiviral.2013.03.008 [DOI] [PubMed] [Google Scholar]
- 9. Li L, Lok SM, Yu IM, et al. : The flavivirus precursor membrane-envelope protein complex: Structure and maturation. Science. 2008; 319(5871): 1830–4. 10.1126/science.1153263 [DOI] [PubMed] [Google Scholar]; Faculty Opinions Recommendation
- 10. Diamond MS, Shrestha B, Marri A, et al. : B cells and antibody play critical roles in the immediate defense of disseminated infection by West Nile encephalitis virus. J Virol. 2003; 77(4): 2578–86. 10.1128/jvi.77.4.2578-2586.2003 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11. Scott JM, Lebratti TJ, Richner JM, et al. : Cellular and Humoral Immunity Protect against Vaginal Zika Virus Infection in Mice. J Virol. 2018; 92(7): e00038-18. 10.1128/JVI.00038-18 [DOI] [PMC free article] [PubMed] [Google Scholar]; Faculty Opinions Recommendation
- 12. Hogrefe WR: Biomarkers and assessment of vaccine responses. Biomarkers. 2005; 10 Suppl 1: S50–7. 10.1080/13547500500216629 [DOI] [PubMed] [Google Scholar]
- 13. Seifert M, Küppers R: Human memory B cells. Leukemia. 2016; 30(12): 2283–92. 10.1038/leu.2016.226 [DOI] [PubMed] [Google Scholar]
- 14. Bohannon C, Powers R, Satyabhama L, et al. : Long-lived antigen-induced IgM plasma cells demonstrate somatic mutations and contribute to long-term protection. Nat Commun. 2016; 7: 11826. 10.1038/ncomms11826 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15. Dörner T, Radbruch A: Antibodies and B cell memory in viral immunity. Immunity. 2007; 27(3): 384–92. 10.1016/j.immuni.2007.09.002 [DOI] [PubMed] [Google Scholar]
- 16. Liu YJ, Zhang J, Lane PJ, et al. : Sites of specific B cell activation in primary and secondary responses to T cell-dependent and T cell-independent antigens. Eur J Immunol. 1991; 21(12): 2951–62. 10.1002/eji.1830211209 [DOI] [PubMed] [Google Scholar]
- 17. Smith KG, Hewitson TD, Nossal GJ, et al. : The phenotype and fate of the antibody-forming cells of the splenic foci. Eur J Immunol. 1996; 26(2): 444–8. 10.1002/eji.1830260226 [DOI] [PubMed] [Google Scholar]
- 18. Yoshida T, Mei H, Dörner T, et al. : Memory B and memory plasma cells. Immunol Rev. 2010; 237(1): 117–39. 10.1111/j.1600-065X.2010.00938.x [DOI] [PubMed] [Google Scholar]
- 19. Bhatt S, Gething PW, Brady OJ, et al. : The global distribution and burden of dengue. Nature. 2013; 496(7446): 504–7. 10.1038/nature12060 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20. Weaver SC, Vasilakis N: Molecular evolution of dengue viruses: Contributions of phylogenetics to understanding the history and epidemiology of the preeminent arboviral disease. Infect Genet Evol. 2009; 9(4): 523–40. 10.1016/j.meegid.2009.02.003 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21. Marcial-Juárez E, García-Cordero J, Maqueda-Alfaro RA, et al. : Cutaneous Dengue Virus Inoculation Triggers Strong B Cell Reactions but Contrastingly Poor T Cell Responses. Virol Sin. 2020; 35(5): 575–587. 10.1007/s12250-020-00213-6 [DOI] [PMC free article] [PubMed] [Google Scholar]; Faculty Opinions Recommendation
- 22. Zompi S, Santich BH, Beatty PR, et al. : Protection from secondary dengue virus infection in a mouse model reveals the role of serotype cross-reactive B and T cells. J Immunol. 2012; 188(1): 404–16. 10.4049/jimmunol.1102124 [DOI] [PMC free article] [PubMed] [Google Scholar]; Faculty Opinions Recommendation
- 23. Castañeda DM, Salgado DM, Narváez CF: B cells naturally induced during dengue virus infection release soluble CD27, the plasma level of which is associated with severe forms of pediatric dengue. Virology. 2016; 497: 136–45. 10.1016/j.virol.2016.07.014 [DOI] [PubMed] [Google Scholar]
- 24. Mathew A, West K, Kalayanarooj S, et al. : B-cell responses during primary and secondary dengue virus infections in humans. J Infect Dis. 2011; 204(10): 1514–22. 10.1093/infdis/jir607 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25. Waickman AT, Gromowski GD, Rutvisuttinunt W, et al. : Transcriptional and clonal characterization of B cell plasmablast diversity following primary and secondary natural DENV infection. EBioMedicine. 2020; 54: 102733. 10.1016/j.ebiom.2020.102733 [DOI] [PMC free article] [PubMed] [Google Scholar]; Faculty Opinions Recommendation
- 26. Appanna R, Kg S, Xu MH, et al. : Plasmablasts During Acute Dengue Infection Represent a Small Subset of a Broader Virus-specific Memory B Cell Pool. EBioMedicine. 2016; 12: 178–88. 10.1016/j.ebiom.2016.09.003 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27. Andrade P, Narvekar P, Montoya M, et al. : Primary and Secondary Dengue Virus Infections Elicit Similar Memory B-Cell Responses, but Breadth to Other Serotypes and Cross-Reactivity to Zika Virus Is Higher in Secondary Dengue. J Infect Dis. 2020; 222(4): 590–600. 10.1093/infdis/jiaa120 [DOI] [PMC free article] [PubMed] [Google Scholar]; Faculty Opinions Recommendation
- 28. Priyamvada L, Cho A, Onlamoon N, et al. : B Cell Responses during Secondary Dengue Virus Infection Are Dominated by Highly Cross-Reactive, Memory-Derived Plasmablasts. J Virol. 2016; 90(12): 5574–85. 10.1128/JVI.03203-15 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29. Patel B, Longo P, Miley MJ, et al. : Dissecting the human serum antibody response to secondary dengue virus infections. PLoS Negl Trop Dis. 2017; 11(5): e0005554. 10.1371/journal.pntd.0005554 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30. Wahala WMPB, de Silva AM: The human antibody response to dengue virus infection. Viruses. 2011; 3(12): 2374–95. 10.3390/v3122374 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31. Katzelnick LC, Gresh L, Halloran ME, et al. : Antibody-dependent enhancement of severe dengue disease in humans. Science. 2017; 358(6365): 929–32. 10.1126/science.aan6836 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32. Gunisetty S, Nayak K, Rai RC, et al. : Analysis of dengue specific memory B cells, neutralizing antibodies and binding antibodies in healthy adults from India. Int J Infect Dis. 2019; 84S: S57–S63. 10.1016/j.ijid.2019.01.018 [DOI] [PubMed] [Google Scholar]; Faculty Opinions Recommendation
- 33. Sánchez-Vargas LA, Kounlavouth S, Smith ML, et al. : Longitudinal Analysis of Memory B and T Cell Responses to Dengue Virus in a 5-Year Prospective Cohort Study in Thailand. Front Immunol. 2019; 10: 1359. 10.3389/fimmu.2019.01359 [DOI] [PMC free article] [PubMed] [Google Scholar]; Faculty Opinions Recommendation
- 34. Nivarthi UK, Kose N, Sapparapu G, et al. : Mapping the Human Memory B Cell and Serum Neutralizing Antibody Responses to Dengue Virus Serotype 4 Infection and Vaccination. J Virol. 2017; 91(5): e02041-16. 10.1128/JVI.02041-16 [DOI] [PMC free article] [PubMed] [Google Scholar]; Faculty Opinions Recommendation
- 35. Smith SA, de Alwis AR, Kose N, et al. : Isolation of dengue virus-specific memory B cells with live virus antigen from human subjects following natural infection reveals the presence of diverse novel functional groups of antibody clones. J Virol. 2014; 88(21): 12233–41. 10.1128/JVI.00247-14 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36. Cox KS, Tang A, Chen Z, et al. : Rapid isolation of dengue-neutralizing antibodies from single cell-sorted human antigen-specific memory B-cell cultures. mAbs. 2016; 8(1): 129–40. 10.1080/19420862.2015.1109757 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37. Young E, Carnahan RH, Andrade DV, et al. : Identification of Dengue Virus Serotype 3 Specific Antigenic Sites Targeted by Neutralizing Human Antibodies. Cell Host Microbe. 2020; 27: 710–724.e7. 10.1016/j.chom.2020.04.007 [DOI] [PMC free article] [PubMed] [Google Scholar]; Faculty Opinions Recommendation
- 38. Woda M, Mathew A: Fluorescently labeled dengue viruses as probes to identify antigen-specific memory B cells by multiparametric flow cytometry. J Immunol Methods. 2015; 416: 167–77. 10.1016/j.jim.2014.12.001 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39. Hadjilaou A, Green AM, Coloma J, et al. : Single-Cell Analysis of B Cell/Antibody Cross-Reactivity Using a Novel Multicolor FluoroSpot Assay. J Immunol. 2015; 195(7): 3490–6. 10.4049/jimmunol.1500918 [DOI] [PubMed] [Google Scholar]
- 40. Adam A, Woda M, Kounlavouth S, et al. : Multiplexed FluoroSpot for the Analysis of Dengue Virus- and Zika Virus-Specific and Cross-Reactive Memory B Cells. J Immunol. 2018; 201(12): 3804–14. 10.4049/jimmunol.1800892 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41. Durham ND, Agrawal A, Waltari E, et al. : Broadly neutralizing human antibodies against dengue virus identified by single B cell transcriptomics. eLife. 2019; 8: e52384. 10.7554/eLife.52384 [DOI] [PMC free article] [PubMed] [Google Scholar]; Faculty Opinions Recommendation
- 42. Petersen LR, Brault AC, Nasci RS: West Nile virus: Review of the literature. JAMA. 2013; 310(3): 308–15. 10.1001/jama.2013.8042 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43. Carson PJ, Konewko P, Wold KS, et al. : Long-term clinical and neuropsychological outcomes of West Nile virus infection. Clin Infect Dis. 2006; 43(6): 723–30. 10.1086/506939 [DOI] [PubMed] [Google Scholar]; Faculty Opinions Recommendation
- 44. Ou AC, Ratard RC: One-year sequelae in patients with West Nile Virus encephalitis and meningitis in Louisiana. J La State Med Soc. 2005; 157(1): 42–6. [PubMed] [Google Scholar]
- 45. Cook RL, Xu X, Yablonsky EJ, et al. : Demographic and clinical factors associated with persistent symptoms after West Nile virus infection. Am J Trop Med Hyg. 2010; 83(5): 1133–6. 10.4269/ajtmh.2010.09-0717 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46. Sadek JR, Pergam SA, Harrington JA, et al. : Persistent neuropsychological impairment associated with West Nile virus infection. J Clin Exp Neuropsychol. 2010; 32(1): 81–7. 10.1080/13803390902881918 [DOI] [PubMed] [Google Scholar]; Faculty Opinions Recommendation
- 47. Nolan MS, Podoll AS, Hause AM, et al. : Prevalence of chronic kidney disease and progression of disease over time among patients enrolled in the Houston West Nile virus cohort. PLoS One. 2012; 7(7): e40374. 10.1371/journal.pone.0040374 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48. Patel H, Sander B, Nelder MP: Long-term sequelae of West Nile virus-related illness: A systematic review. Lancet Infect Dis. 2015; 15(8): 951–9. 10.1016/S1473-3099(15)00134-6 [DOI] [PubMed] [Google Scholar]
- 49. Sejvar JJ: Clinical manifestations and outcomes of West Nile virus infection. Viruses. 2014; 6(2): 606–23. 10.3390/v6020606 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50. Weatherhead JE, Miller VE, Garcia MN, et al. : Long-term neurological outcomes in West Nile virus-infected patients: An observational study. Am J Trop Med Hyg. 2015; 92(5): 1006–12. 10.4269/ajtmh.14-0616 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51. Anastasiadou A, Kakoulidis I, Butel D, et al. : Follow-up study of Greek patients with West Nile virus neuroinvasive disease. Int J Infect Dis. 2013; 17(7): e494–7. 10.1016/j.ijid.2012.12.006 [DOI] [PubMed] [Google Scholar]
- 52. Giordano D, Draves KE, Young LB, et al. : Protection of mice deficient in mature B cells from West Nile virus infection by passive and active immunization. PLoS Pathog. 2017; 13(11): e1006743. 10.1371/journal.ppat.1006743 [DOI] [PMC free article] [PubMed] [Google Scholar]; Faculty Opinions Recommendation
- 53. Tsioris K, Gupta NT, Ogunniyi AO, et al. : Neutralizing antibodies against West Nile virus identified directly from human B cells by single-cell analysis and next generation sequencing. Integr Biol (Camb). 2015; 7(12): 1587–97. 10.1039/c5ib00169b [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54. Petrovsky N, Larena M, Siddharthan V, et al. : An inactivated cell culture Japanese encephalitis vaccine (JE-ADVAX) formulated with delta inulin adjuvant provides robust heterologous protection against West Nile encephalitis via cross-protective memory B cells and neutralizing antibody. J Virol. 2013; 87(18): 10324–33. 10.1128/JVI.00480-13 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55. Purtha WE, Tedder TF, Johnson S, et al. : Memory B cells, but not long-lived plasma cells, possess antigen specificities for viral escape mutants. J Exp Med. 2011; 208(13): 2599–606. 10.1084/jem.20110740 [DOI] [PMC free article] [PubMed] [Google Scholar]; Faculty Opinions Recommendation
- 56. Xia J, Winkelmann ER, Gorder SR, et al. : TLR3- and MyD88-dependent signaling differentially influences the development of West Nile virus-specific B cell responses in mice following immunization with RepliVAX WN, a single-cycle flavivirus vaccine candidate. J Virol. 2013; 87(22): 12090–101. 10.1128/JVI.01469-13 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57. Waggoner JJ, Rojas A, Pinsky BA: Yellow Fever Virus: Diagnostics for a Persistent Arboviral Threat. J Clin Microbiol. 2018; 56(10): e00827–18. 10.1128/JCM.00827-18 [DOI] [PMC free article] [PubMed] [Google Scholar]; Faculty Opinions Recommendation
- 58. Barrett ADT: Yellow Fever in Angola and Beyond--The Problem of Vaccine Supply and Demand. N Engl J Med. 2016; 375(4): 301–3. 10.1056/NEJMp1606997 [DOI] [PubMed] [Google Scholar]
- 59. Watson AM, Lam LKM, Klimstra WB, et al. : The 17D-204 Vaccine Strain-Induced Protection against Virulent Yellow Fever Virus Is Mediated by Humoral Immunity and CD4+ but not CD8+ T Cells. PLoS Pathog. 2016; 12(7): e1005786. 10.1371/journal.ppat.1005786 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60. Wec AZ, Haslwanter D, Abdiche YN, et al. : Longitudinal dynamics of the human B cell response to the yellow fever 17D vaccine. Proc Natl Acad Sci U S A. 2020; 117(12): 6675–85. 10.1073/pnas.1921388117 [DOI] [PMC free article] [PubMed] [Google Scholar]; Faculty Opinions Recommendation
- 61. Kohler S, Bethke N, Böthe M, et al. : The early cellular signatures of protective immunity induced by live viral vaccination. Eur J Immunol. 2012; 42(9): 2363–73. 10.1002/eji.201142306 [DOI] [PubMed] [Google Scholar]
- 62. Muyanja E, Ssemaganda A, Ngauv P, et al. : Immune activation alters cellular and humoral responses to yellow fever 17D vaccine. J Clin Invest. 2014; 124(7): 3147–58. 10.1172/JCI75429 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63. Campi-Azevedo AC, Peruhype-Magalhāes V, Coelho-Dos-Reis JG, et al. : 17DD Yellow Fever Revaccination and Heightened Long-Term Immunity in Populations of Disease-Endemic Areas, Brazil. Emerg Infect Dis. 2019; 25(8): 1511–21. 10.3201/eid2508.181432 [DOI] [PMC free article] [PubMed] [Google Scholar]; Faculty Opinions Recommendation
- 64. Zika virus: A new global threat for 2016. Lancet. 2016; 387(10014): 96. 10.1016/S0140-6736(16)00014-3 [DOI] [PubMed] [Google Scholar]
- 65. Chen LH, Hamer DH: Zika Virus: Rapid Spread in the Western Hemisphere. Ann Intern Med. 2016; 164(9): 613–5. 10.7326/M16-0150 [DOI] [PubMed] [Google Scholar]
- 66. Samarasekera U, Triunfol M: Concern over Zika virus grips the world. Lancet. 2016; 387(10018): 521–4. 10.1016/S0140-6736(16)00257-9 [DOI] [PubMed] [Google Scholar]
- 67. Musso D: Zika Virus Transmission from French Polynesia to Brazil. Emerg Infect Dis. 2015; 21(10): 1887. 10.3201/eid2110.151125 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68. Oliveira Melo AS, Malinger G, Ximenes R, et al. : Zika virus intrauterine infection causes fetal brain abnormality and microcephaly: Tip of the iceberg? Ultrasound Obstet Gynecol. 2016; 47(1): 6–7. 10.1002/uog.15831 [DOI] [PubMed] [Google Scholar]
- 69. Cao-Lormeau VM, Blake A, Mons S, et al. : Guillain-Barré Syndrome outbreak associated with Zika virus infection in French Polynesia: A case-control study. Lancet. 2016; 387(10027): 1531–9. 10.1016/S0140-6736(16)00562-6 [DOI] [PMC free article] [PubMed] [Google Scholar]; Faculty Opinions Recommendation
- 70. Kleber de Oliveira W, Cortez-Escalante J, de Oliveira WTGH, et al. : Increase in Reported Prevalence of Microcephaly in Infants Born to Women Living in Areas with Confirmed Zika Virus Transmission During the First Trimester of Pregnancy – Brazil, 2015. MMWR Morb Mortal Wkly Rep. 2016; 65(9): 242–7. 10.15585/mmwr.mm6509e2 [DOI] [PubMed] [Google Scholar]
- 71. Rasmussen SA, Jamieson DJ, Honein MA, et al. : Zika Virus and Birth Defects--Reviewing the Evidence for Causality. N Engl J Med. 2016; 374(20): 1981–7. 10.1056/NEJMsr1604338 [DOI] [PubMed] [Google Scholar]
- 72. Koppolu V, Shantha Raju T: Zika virus outbreak: A review of neurological complications, diagnosis, and treatment options. J Neurovirol. 2018; 24(3): 255–72. 10.1007/s13365-018-0614-8 [DOI] [PubMed] [Google Scholar]; Faculty Opinions Recommendation
- 73. Collins MH, Tu HA, Gimblet-Ochieng C, et al. : Human antibody response to Zika targets type-specific quaternary structure epitopes. JCI Insight. 2019; 4(8): e124588. 10.1172/jci.insight.124588 [DOI] [PMC free article] [PubMed] [Google Scholar]; Faculty Opinions Recommendation
- 74. Andrade P, Gimblet-Ochieng C, Modirian F, et al. : Impact of pre-existing dengue immunity on human antibody and memory B cell responses to Zika. Nat Commun. 2019; 10(1): 938. 10.1038/s41467-019-08845-3 [DOI] [PMC free article] [PubMed] [Google Scholar]; Faculty Opinions Recommendation
- 75. Langerak T, Mumtaz N, Tolk VI, et al. : The possible role of cross-reactive dengue virus antibodies in Zika virus pathogenesis. PLoS Pathog. 2019; 15(4): e1007640. 10.1371/journal.ppat.1007640 [DOI] [PMC free article] [PubMed] [Google Scholar]; Faculty Opinions Recommendation
- 76. Castanha PMS, Souza WV, Braga C, et al. : Perinatal analyses of Zika- and dengue virus-specific neutralizing antibodies: A microcephaly case-control study in an area of high dengue endemicity in Brazil. PLoS Negl Trop Dis. 2019; 13(3): e0007246. 10.1371/journal.pntd.0007246 [DOI] [PMC free article] [PubMed] [Google Scholar]; Faculty Opinions Recommendation
- 77. Salazar V, Jagger BW, Mongkolsapaya J, et al. : Dengue and Zika Virus Cross-Reactive Human Monoclonal Antibodies Protect against Spondweni Virus Infection and Pathogenesis in Mice. Cell Rep. 2019; 26(6): 1585–1597.e4. 10.1016/j.celrep.2019.01.052 [DOI] [PMC free article] [PubMed] [Google Scholar]; Faculty Opinions Recommendation
- 78. Rogers TF, Goodwin EC, Briney B, et al. : Zika virus activates de novo and cross-reactive memory B cell responses in dengue-experienced donors. Sci Immunol. 2017; 2(14): eaan6809. 10.1126/sciimmunol.aan6809 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 79. Ricciardi MJ, Magnani DM, Grifoni A, et al. : Ontogeny of the B- and T-cell response in a primary Zika virus infection of a dengue-naïve individual during the 2016 outbreak in Miami, FL. PLoS Negl Trop Dis. 2017; 11(12): e0006000. 10.1371/journal.pntd.0006000 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 80. Wrammert J, Smith K, Miller J, et al. : Rapid cloning of high-affinity human monoclonal antibodies against influenza virus. Nature. 2008; 453(7195): 667–71. 10.1038/nature06890 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 81. Bhaumik SK, Priyamvada L, Kauffman RC, et al. : Pre-Existing Dengue Immunity Drives a DENV-Biased Plasmablast Response in ZIKV-Infected Patient. Viruses. 2018; 11(1): 19. 10.3390/v11010019 [DOI] [PMC free article] [PubMed] [Google Scholar]; Faculty Opinions Recommendation
- 82. Martín-Acebes MA, Saiz JC, Jiménez de Oya N: Antibody-Dependent Enhancement and Zika: Real Threat or Phantom Menace? Front Cell Infect Microbiol. 2018; 8: 44. 10.3389/fcimb.2018.00044 [DOI] [PMC free article] [PubMed] [Google Scholar]; Faculty Opinions Recommendation

