Determinants of Dengue Serotype Shifts: A Narrative Multifactorial Perspective
Abstract
1. Introduction
2. The DENV and Its Antigenic and Genetic Diversity
3. Defining Dengue Serotype Shift: Concepts and Terminology
4. Epidemiological Evidence of DENV Serotype Shifts
| Region/Country | Year(s) of Shift | Serotype Replaced → Dominant | Outbreak Magnitude/Severity | Key Observations | Reference |
|---|---|---|---|---|---|
| Central India | 2019–2023 | DENV-1 → DENV-2 | Outbreaks with moderate severity | Novel genotype emergence; displacement of prior serotype | [13] |
| Singapore | 2007 | DENV-1 → DENV-2 | Large outbreak; increased hospitalizations | Clade replacement within DENV-2 coincided with the outbreak | [15] |
| Singapore | 2013 | DENV-2 → DENV-1 | Major outbreak | DENV-1 rapidly displaced DENV-2 with the emergence of a new lineage of genotype III | [16] |
| Bangladesh | 2019 | DENV-1/DENV-2 → DENV-3 | The largest recorded outbreak at that time | DENV-3 continued to dominate subsequent surges | [17] |
| Lao PDR | 2016–2018 | DENV-1 → DENV-4 | Countrywide upsurge | Follows two prior large epidemics | [18] |
| Thailand | 2004–2008 | DENV-1 → DENV-4 → DENV-1 | Significant outbreaks | Rapid displacement highlights dynamic serotype turnover | [19] |
| Tanzania, Africa | 2017–2019 | DENV-3 →DENV-1 | One smaller outbreak and one major epidemic | DENV-1 was likely imported into the country, where the lack of prior circulation resulted in widespread transmission and explosive outbreaks among a susceptible population | [20] |
| Latin America | 2000s | DENV-2 → DENV-3 | Major outbreaks, increased hospitalizations & deaths | Gradual replacement over several years | [22] |
| Americas (Suriname, Mexico, Puerto Rico, and El Salvador) | 1980’s | Absent → DENV-4 | Widespread outbreaks | Populations largely naive; serotype introduced after prolonged absence | [23] |
| West Bengal, India | 2020–2021 | DENV-2 → DENV-3 | Increased mortality and morbidity due to an increase in severe dengue cases | Re-emergence of DENV-3 associated with severity | [25] |
| Sri Lanka | 2009 | DENV-2/DENV-3 → DENV-1 | Spike in hospitalizations/fatalities | Replacement associated with higher DHF/DSS | [26] |
| São Paulo, Brazil | 2024 | DENV-2 → DENV-1 | Epidemic captured during vaccine evaluation | Demonstrates serotype-specific vaccine performance influence | [27] |
| Mexico | 2022–2024 | DENV-2 → DENV-3 | Moderate outbreaks | Shift coincided with environmental changes influencing vector dynamics | [28] |
5. Drivers of DENV Serotype Shift
5.1. Host Immunity Dynamics
5.2. Vector Ecology and Mosquito Population Dynamics
5.3. Viral Evolution and Genetic Diversity
5.4. Climate Change and Environmental Factors
5.5. Population Dynamics and Socioeconomic Factors
6. Impact of Dengue Serotype Shift
6.1. Impact on Disease Severity
6.2. Impact on Outbreak Preparedness and Response
6.3. Impact on Vaccines and Sylvatic Risk
7. Knowledge Gaps and Future Direction
8. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Bhatt, S.; Gething, P.W.; Brady, O.J.; Messina, J.P.; Farlow, A.W.; Moyes, C.L.; Drake, J.M.; Brownstein, J.S.; Hoen, A.G.; Sankoh, O.; et al. The global distribution and burden of dengue. Nature 2013, 496, 504–507. [Google Scholar] [CrossRef] [PubMed]
- Reich, N.G.; Shrestha, S.; King, A.A.; Rohani, P.; Lessler, J.; Kalayanarooj, S.; Yoon, I.K.; Gibbons, R.V.; Burke, D.S.; Cummings, D.A. Interactions between serotypes of dengue highlight epidemiological impact of cross-immunity. J. R. Soc. Interface 2013, 10, 20130414. [Google Scholar] [CrossRef] [PubMed]
- Bell, S.M.; Katzelnick, L.; Bedford, T. Dengue genetic divergence generates within-serotype antigenic variation, but serotypes dominate evolutionary dynamics. Elife 2019, 8, e42496. [Google Scholar] [CrossRef] [PubMed]
- Pollett, S.; Melendrez, M.C.; Maljkovic Berry, I.; Duchêne, S.; Salje, H.; Cummings, D.A.T.; Jarman, R.G. Understanding dengue virus evolution to support epidemic surveillance and counter-measure development. Infect. Genet. Evol. 2018, 2, 279–295. [Google Scholar] [CrossRef] [PubMed]
- Ahamed, S.F.; Rosario, V.; Britto, C.; Dias, M.; Nayak, K.; Chandele, A.; Kaja, M.K.; Shet, A. Emergence of new genotypes and lineages of dengue viruses during the 2012-15 epidemics in southern India. Int. J. Infect. Dis. 2019, 84S, S34–S43. [Google Scholar] [CrossRef] [PubMed]
- Messina, J.P.; Brady, O.J.; Scott, T.W.; Zou, C.; Pigott, D.M.; Duda, K.A.; Bhatt, S.; Katzelnick, L.; Howes, R.E.; Battle, K.E.; et al. Global spread of dengue virus types: Mapping the 70 year history. Trends Microbiol. 2014, 22, 138–146. [Google Scholar] [CrossRef] [PubMed]
- Pyke, A.T.; Moore, P.R.; Taylor, C.T.; Hall-Mendelin, S.; Cameron, J.N.; Hewitson, G.R.; Pukallus, D.S.; Huang, B.; Warrilow, D.; van den Hurk, A.F. Highly divergent dengue virus type 1 genotype sets a new distance record. Sci. Rep. 2016, 6, 22356. [Google Scholar] [CrossRef] [PubMed]
- Waman, V.P.; Kolekar, P.; Ramtirthkar, M.R.; Kale, M.M.; Kulkarni-Kale, U. Analysis of genotype diversity and evolution of Dengue virus serotype 2 using complete genomes. PeerJ 2016, 4, e2326. [Google Scholar] [CrossRef] [PubMed]
- Lanciotti, R.S.; Lewis, J.G.; Gubler, D.J.; Trent, D.W. Molecular evolution and epidemiology of dengue-3 viruses. J. Gen. Virol. 1994, 75, 65–75. [Google Scholar] [CrossRef] [PubMed]
- Suppiah, J.; Ali, E.Z.; Mohd Khalid, M.K.N.; Mohd Ghazali, S.; Tee, K.K.; Zulkifli, M.M.S.; Ramli, N.; Adiee, A.H.; Ramly, M.N.; Robert, F.; et al. Resurgence of Dengue Virus Serotype 4 in Malaysia: A Comprehensive Clinicodemographic and Genomic Analysis. Trop. Med. Infect. Dis. 2023, 8, 409. [Google Scholar] [CrossRef] [PubMed]
- Kurosu, T. Quasispecies of dengue virus. Trop. Med. Health 2011, 39, 29–36. [Google Scholar] [CrossRef] [PubMed][Green Version]
- Bhat, K.S.; Natarajan, M.; Vasanthi, N.; Mookkappan, S.; Pandian, B.; Nair, S.; Kanungo, R. Serotype and genotype shift detection over two consecutive periods of dengue virus infection in a tertiary care hospital. Indian J. Med. Microbiol. 2025, 54, 100807. [Google Scholar] [CrossRef] [PubMed]
- Yadav, A.K.; Chowdhary, R.; Siddiqui, A.; Malhotra, A.G.; Kanwar, J.R.; Kumar, A.; Biswas, D.; Khadanga, S.; Joshi, R.; Pakhare, A.; et al. Emergence of a Novel Dengue Virus Serotype-2 Genotype IV Lineage III Strain and Displacement of Dengue Virus Serotype-1 in Central India (2019–2023). Viruses 2025, 17, 144. [Google Scholar] [CrossRef] [PubMed]
- de Alwis, R.; Williams, K.L.; Schmid, M.A.; Lai, C.Y.; Patel, B.; Smith, S.A.; Crowe, J.E.; Wang, W.K.; Harris, E.; de Silva, A.M. Dengue viruses are enhanced by distinct populations of serotype cross-reactive antibodies in human immune sera. PLoS Pathog. 2014, 10, e1004386. [Google Scholar] [CrossRef] [PubMed]
- Lee, K.S.; Lai, Y.L.; Lo, S.; Barkham, T.; Aw, P.; Ooi, P.L.; Tai, J.C.; Hibberd, M.; Johansson, P.; Khoo, S.P.; et al. Dengue virus surveillance for early warning, Singapore. Emerg. Infect. Dis. 2010, 16, 847–849. [Google Scholar] [CrossRef] [PubMed]
- Hapuarachchi, H.C.; Koo, C.; Kek, R.; Xu, H.; Lai, Y.L.; Liu, L.; Kok, S.Y.; Shi, Y.; Chuen, R.L.; Lee, K.S. Intra-epidemic evolutionary dynamics of a Dengue virus type 1 population reveal mutant spectra that correlate with disease transmission. Sci. Rep. 2016, 6, 22592. [Google Scholar] [CrossRef] [PubMed]
- Nafisa, T.; Akram, A.; Yeasmin, M.; Islam Resma, T.; Siddique, M.A.B.; Hosen, N.; Islam, M.; Rabbani, G.; Pervin, M.; Shakil, M.S.S.; et al. Predominant dengue virus serotype in Dhaka, Bangladesh: A research letter on samples from 2022 outbreak. Health Sci. Rep. 2024, 7, e1818. [Google Scholar] [CrossRef] [PubMed]
- Calvez, E.; Pommelet, V.; Somlor, S.; Pompon, J.; Viengphouthong, S.; Bounmany, P.; Chindavong, T.A.; Xaybounsou, T.; Prasayasith, P.; Keosenhom, S.; et al. Trends of the Dengue Serotype-4 Circulation with Epidemiological, Phylogenetic, and Entomological Insights in Lao PDR between 2015 and 2019. Pathogens 2020, 9, 728. [Google Scholar] [CrossRef] [PubMed]
- Pongsiri, P.; Themboonlers, A.; Poovorawan, Y. Changing pattern of dengue virus serotypes in Thailand between 2004 and 2010. J. Health Popul. Nutr. 2012, 30, 366–370. [Google Scholar] [CrossRef] [PubMed]
- Kelly, M.E.; Msafiri, F.; Affara, M.; Gehre, F.; Moremi, N.; Mghamba, J.; Misinzo, G.; Thye, T.; Gatei, W.; Whistler, T.; et al. Molecular Characterization and Phylogenetic Analysis of Dengue Fever Viruses in Three Outbreaks in Tanzania Between 2017 and 2019. PLoS Neglected Trop. Dis. 2023, 17, e0011289. [Google Scholar] [CrossRef] [PubMed]
- Nyathi, S.; Rezende, I.M.; Walter, K.S.; Thongsripong, P.; Mutuku, F.; Ndenga, B.; Mbakaya, J.O.; Agola, G.; Vu, D.M.; Bennett, S.; et al. Geographic origin and evolution of dengue virus serotypes 1 and 3 circulating in Africa. Virus Evol. 2024, 11, veae116. [Google Scholar] [CrossRef] [PubMed]
- San Martín, J.L.; Brathwaite, O.; Zambrano, B.; Solórzano, J.O.; Bouckenooghe, A.; Dayan, G.H.; Guzmán, M.G. The epidemiology of dengue in the Americas over the last three decades: A worrisome reality. Am. J. Trop. Med. Hyg. 2010, 82, 128–135. [Google Scholar] [CrossRef] [PubMed]
- Brathwaite Dick, O.; San Martín, J.L.; Montoya, R.H.; del Diego, J.; Zambrano, B.; Dayan, G.H. The history of dengue outbreaks in the Americas. Am. J. Trop. Med. Hyg. 2012, 87, 584–593. [Google Scholar] [CrossRef] [PubMed]
- Finch, E.; Chang, C.C.; Kucharski, A.; Sim, S.; Ng, L.C.; Lowe, R. Climate variation and serotype competition drive dengue outbreak dynamics in Singapore. Nat. Commun. 2025, 16, 11364. [Google Scholar] [CrossRef] [PubMed]
- Verma, P.; Baskey, U.; Choudhury, K.R.; Dutta, S.; Bakshi, S.; Das, R.; Mondal, P.; Bhaduri, S.; Majhi, D.; Dutta, S.; et al. Changing pattern of circulating dengue serotypes in the endemic region: An alarming risk to the healthcare system during the pandemic. J. Infect. Public Health 2023, 16, 2046–2057. [Google Scholar] [CrossRef] [PubMed]
- Sirisena, P.D.; Noordeen, F. Evolution of dengue in Sri Lanka-changes in the virus, vector, and climate. Int. J. Infect. Dis. 2014, 19, 6–12. [Google Scholar] [CrossRef] [PubMed]
- Ranzani, O.T.; Lazar Neto, F.; Mareto, L.K.; Brumatti, T.S.; de Oliveira, R.D.; da Silva, P.V.; Dos Santos, E.R.; D’Agostini, T.L.; De Paula, R.A.C.; Dean, N.E.; et al. Effectiveness of the TAK-003 dengue vaccine in adolescents during the 2024 outbreak in São Paulo, Brazil: A test-negative, case-control study. Lancet Infect. Dis. 2026, 26, 91–100. [Google Scholar] [CrossRef] [PubMed]
- Mendoza-Cano, O.; Danis-Lozano, R.; Trujillo, X.; Huerta, M.; Ríos-Silva, M.; Lugo-Radillo, A.; Bricio-Barrios, J.A.; Benites-Godínez, V.; Cuevas-Arellano, H.B.; Uribe-Ramos, J.M.; et al. Spatial patterns and clustering of dengue incidence in Mexico: Analysis of Moran’s index across 2,471 municipalities from 2022 to 2024. PLoS ONE 2025, 20, e0324754. [Google Scholar] [CrossRef] [PubMed]
- Adams, B.; Holmes, E.C.; Zhang, C.; Mammen, M.P.; Nimmannitya, S.; Kalayanarooj, S.; Boots, M. Cross-protective immunity can account for the alternating epidemic pattern of dengue virus serotypes circulating in Bangkok. Proc. Natl. Acad. Sci. USA 2006, 103, 14234–14239. [Google Scholar] [CrossRef] [PubMed]
- Cummings, D.A.; Schwartz, I.B.; Billings, L.; Shaw, L.B.; Burke, D.S. Dynamic effects of antibody-dependent enhancement on the fitness of viruses. Proc. Natl. Acad. Sci. USA 2005, 102, 15259–15264. [Google Scholar] [CrossRef] [PubMed]
- Cummings, D.A.; Iamsirithaworn, S.; Lessler, J.T.; McDermott, A.; Prasanthong, R.; Nisalak, A.; Jarman, R.G.; Burke, D.S.; Gibbons, R.V. The impact of the demographic transition on dengue in Thailand: Insights from a statistical analysis and mathematical modeling. PLoS Med. 2009, 6, e1000139. [Google Scholar] [CrossRef] [PubMed]
- Sabin, A.B. Research on dengue during World War II. Am. J. Trop. Med. Hyg. 1952, 1, 30–50. [Google Scholar] [CrossRef] [PubMed]
- Katzelnick, L.C.; Montoya, M.; Gresh, L.; Balmaseda, A.; Harris, E. Neutralizing antibody titers against dengue virus correlate with protection from symptomatic infection in a longitudinal cohort. Proc. Natl. Acad. Sci. USA 2016, 113, 728–733. [Google Scholar] [CrossRef] [PubMed]
- Hiroshi, N. Duration of short-lived cross-protective immunity against a clinical attack of dengue: A preliminary estimate. Dengue Bull. 2008, 32, 55–66. [Google Scholar]
- Dinkar, A.; Singh, J.; Kumar, N.; Kumar, K.; Singh, S.K.; Singh, A.K. Impact of secondary infections on dengue presentation: A cross-sectional study in a tertiary care hospital in Uttar Pradesh, India. J. Infect. Public Health 2023, 16, 1925–1932. [Google Scholar] [CrossRef] [PubMed]
- Teo, A.; Tan, H.D.; Loy, T.; Chia, P.Y.; Chua, C.L.L. Understanding antibody-dependent enhancement in dengue: Are afucosylated IgG1s a concern? PLoS Pathog. 2023, 19, e1011223. [Google Scholar] [CrossRef] [PubMed]
- Vaughn, D.W.; Green, S.; Kalayanarooj, S.; Innis, B.L.; Nimmannitya, S.; Suntayakorn, S.; Endy, T.P.; Raengsakulrach, B.; Rothman, A.L.; Ennis, F.A.; et al. Dengue viremia titer, antibody response pattern, and virus serotype correlate with disease severity. J. Infect. Dis. 2000, 181, 2–9. [Google Scholar] [CrossRef] [PubMed]
- Duong, V.; Lambrechts, L.; Paul, R.E.; Ly, S.; Lay, R.S.; Long, K.C.; Huy, R.; Tarantola, A.; Scott, T.W.; Sakuntabhai, A.; et al. Asymptomatic humans transmit dengue virus to mosquitoes. Proc. Natl. Acad. Sci. USA 2015, 112, 14688–14693. [Google Scholar] [CrossRef] [PubMed]
- Kraemer, M.U.; Sinka, M.E.; Duda, K.A.; Mylne, A.Q.; Shearer, F.M.; Barker, C.M.; Moore, C.G.; Carvalho, R.G.; Coelho, G.E.; Van Bortel, W.; et al. The global distribution of the arbovirus vectors Aedes aegypti and Ae. albopictus. Elife 2015, 4, e08347. [Google Scholar] [CrossRef] [PubMed]
- Ekwudu, O.; Marquart, L.; Webb, L.; Lowry, K.S.; Devine, G.J.; Hugo, L.E.; Frentiu, F.D. Effect of Serotype and Strain Diversity on Dengue Virus Replication in Australian Mosquito Vectors. Pathogens 2020, 9, 668. [Google Scholar] [CrossRef] [PubMed]
- Gubler, D.J.; Rosen, L. Variation among geographic strains of Aedes albopictus in susceptibility to infection with dengue viruses. Am. J. Trop. Med. Hyg. 1976, 25, 318–325. [Google Scholar] [CrossRef] [PubMed]
- Anderson, J.R.; Rico-Hesse, R. Aedes aegypti vectorial capacity is determined by the infecting genotype of dengue virus. Am. J. Trop. Med. Hyg. 2006, 75, 886–892. [Google Scholar] [CrossRef]
- Vazeille, M.; Gaborit, P.; Mousson, L.; Girod, R.; Failloux, A.B. Competitive advantage of a dengue 4 virus when co-infecting the mosquito Aedes aegypti with a dengue 1 virus. BMC Infect. Dis. 2016, 16, 318. [Google Scholar] [CrossRef] [PubMed]
- Chaves, B.A.; Godoy, R.S.M.; Campolina, T.B.; Júnior, A.B.V.; Paz, A.D.C.; Vaz, E.B.D.C.; Silva, B.M.; Nascimento, R.M.; Guerra, M.d.G.V.B.; Lacerda, M.V.G.; et al. Dengue Infection Susceptibility of Five Aedes aegypti Populations from Manaus (Brazil) after Challenge with Virus Serotypes 1-4. Viruses 2021, 14, 20. [Google Scholar] [CrossRef] [PubMed]
- Dos Santos, T.P.; Cruz, O.G.; da Silva, K.A.B.; de Castro, M.G.; de Brito, A.F.; Maspero, R.C.; de Alcântra, R.; Dos Santos, F.B.; Honorio, N.A.; Lourenço-de-Oliveira, R. Dengue serotype circulation in natural populations of Aedes aegypti. Acta Trop. 2017, 176, 140–143. [Google Scholar] [CrossRef] [PubMed]
- Lambrechts, L. Quantitative genetics of Aedes aegypti vector competence for dengue viruses: Towards a new paradigm? Trends Parasitol. 2011, 27, 111–114. [Google Scholar] [CrossRef] [PubMed]
- Richards, S.L.; Anderson, S.L.; Alto, B.W. Vector competence of Aedes aegypti and Aedes albopictus (Diptera: Culicidae) for dengue virus in the Florida Keys. J. Med. Entomol. 2012, 49, 942–946. [Google Scholar] [CrossRef] [PubMed]
- Ndii, M.Z.; Allingham, D.; Hickson, R.I.; Glass, K. The effect of Wolbachia on dengue dynamics in the presence of two serotypes of dengue: Symmetric and asymmetric epidemiological characteristics. Epidemiol. Infect. 2016, 144, 2874–2882. [Google Scholar] [CrossRef] [PubMed]
- Weaver, S.C.; 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, 523–540. [Google Scholar] [CrossRef] [PubMed]
- Twiddy, S.S.; Farrar, J.; Vinh Chau, N.; Wills, B.; Gould, E.A.; Gritsun, T.; Lloyd, G.; Holmes, E.C. Phylogenetic relationships and differential selection pressures among genotypes of dengue-2 virus. Virology 2002, 298, 63–72. [Google Scholar] [CrossRef] [PubMed]
- Wang, C.; Katzelnick, L.C.; Montoya, M.; Hue, K.D.; Simmons, C.P.; Harris, E. Evolutionarily Successful Asian 1 Dengue Virus 2 Lineages Contain One Substitution in Envelope That Increases Sensitivity to Polyclonal Antibody Neutralization. J. Infect. Dis. 2016, 213, 975–984. [Google Scholar] [PubMed]
- Lourenço, J.; Recker, M. Viral and epidemiological determinants of the invasion dynamics of novel dengue genotypes. PLoS Neglected Trop. Dis. 2010, 4, e894. [Google Scholar] [CrossRef] [PubMed]
- Abbasi, E. Aedes aegypti and dengue: Insights into transmission dynamics and viral lifecycle. Epidemiol. Infect. 2025, 153, e88. [Google Scholar] [CrossRef]
- Perez, L.J.; Yamaguchi, J.; Weiss, S.; Carlos, C.; Meyer, T.V.; Rodgers, M.A.; Phoompoung, P.; Suputtamongkol, Y.; Cloherty, G.A.; Berg, M.G. Climate, inter-serotype competition and arboviral interactions shape dengue dynamics in Thailand. Commun. Biol. 2025, 8, 601. [Google Scholar] [CrossRef] [PubMed]
- Akorli, J.; Oware, S.K.D.; Sackitey, D.B.; Pul, R.M.; Akyea-Bobi, N.E.; Akporh, S.S.; Amlalo, G.K.; Osei, J.H.N.; Boakye, H.A.; Abudu, M.; et al. Climate-driven models reveal temporal trends in Aedes breeding: Implications for outbreak preparedness and control interventions. BMC Public Health 2025, 25, 2735. [Google Scholar] [CrossRef] [PubMed]
- Garbuio, M.; Lima, A.R.; Silva, K.J.S.; De Souza, M.; Inada, N.M.; Dias, L.D.; Bagnato, V.S. Influence of temperature combined with photodynamic inactivation on the development of Aedes aegypti. Photodiagn. Photodyn. Ther. 2024, 45, 103977. [Google Scholar] [CrossRef]
- Liu, Z.; Zhang, Q.; Li, L.; He, J.; Guo, J.; Wang, Z.; Huang, Y.; Xi, Z.; Yuan, F.; Li, Y.; et al. The effect of temperature on dengue virus transmission by Aedes mosquitoes. Front. Cell Infect. Microbiol. 2023, 13, 1242173. [Google Scholar] [CrossRef]
- Abbasi, E. The impact of climate change on travel-related vector-borne diseases: A case study on dengue virus transmission. Travel Med. Infect. Dis. 2025, 65, 102841. [Google Scholar] [CrossRef] [PubMed]
- Benedum, C.M.; Seidahmed, O.M.E.; Eltahir, E.A.B.; Markuzon, N. Statistical modeling of the effect of rainfall flushing on dengue transmission in Singapore. PLoS Neglected Trop. Dis. 2018, 12, e0006935. [Google Scholar] [CrossRef] [PubMed]
- Monintja, T.C.N.; Arsin, A.A.; Amiruddin, R.; Syafar, M. Analysis of temperature and humidity on dengue hemorrhagic fever in Manado Municipality. Gac. Sanit. 2021, 35, S330–S333. [Google Scholar] [CrossRef] [PubMed]
- Abdullah, N.A.M.H.; Dom, N.C.; Salleh, S.A.; Salim, H.; Precha, N. The association between dengue case and climate: A systematic review and meta-analysis. One Health 2022, 15, 100452. [Google Scholar] [CrossRef] [PubMed]
- Gibb, R.; Colón-González, F.J.; Lan, P.T.; Huong, P.T.; Nam, V.S.; Duoc, V.T.; Hung, D.T.; Dong, N.T.; Chien, V.C.; Trang, L.T.T.; et al. Interactions between climate change, urban infrastructure and mobility are driving dengue emergence in Vietnam. Nat. Commun. 2023, 14, 8179. [Google Scholar] [CrossRef] [PubMed]
- Montgomery, M.J.; Harwood, J.F.; Yougang, A.P.; Wilson-Bahun, T.A.; Tedjou, A.N.; Keumeni, C.R.; Wondji, C.S.; Kamgang, B.; Kilpatrick, A.M. The effects of urbanization, temperature, and rainfall on Aedes aegypti and Aedes albopictus mosquito abundance across a broad latitudinal gradient in Central Africa. Parasit. Vectors 2025, 18, 135. [Google Scholar] [CrossRef] [PubMed]
- Su, M.; Chen, J.; Liang, Z.; Zhou, Q.; Ma, J.; Yang, H.; Biswal, S.; Ramanathan, M.; Fan, H.; Dai, F.; et al. The impact of hot nights on dengue incidence: A nationwide case crossover study in Brazil. Infect. Dis. Poverty 2025, 14, 50. [Google Scholar] [CrossRef] [PubMed]
- Kamal, A.S.M.M.; Al-Montakim, M.N.; Hasan, M.A.; Mitu, M.M.P.; Gazi, M.Y.; Uddin, M.M.; Mia, M.B. Relationship between Urban Environmental Components and Dengue Prevalence in Dhaka City-An Approach of Spatial Analysis of Satellite Remote Sensing, Hydro-Climatic, and Census Dengue Data. Int. J. Environ. Res. Public Health 2023, 20, 3858. [Google Scholar] [CrossRef] [PubMed]
- Morin, C.W.; Comrie, A.C.; Ernst, K. Climate and dengue transmission: Evidence and implications. Environ. Health Perspect. 2013, 121, 1264–1272. [Google Scholar] [CrossRef] [PubMed]
- Pirani, M.; Lorenz, C.; de Azevedo, T.S.; Barbosa, G.L.; Blangiardo, M.; Chiaravalloti-Neto, F. Effects of the El Niño-Southern Oscillation and seasonal weather conditions on Aedes aegypti infestation in the State of São Paulo (Brazil): A Bayesian spatio-temporal study. PLoS Neglected Trop. Dis. 2024, 18, e0012397. [Google Scholar] [CrossRef] [PubMed]
- Pramanik, M.; Singh, P.; Kumar, G.; Ojha, V.P.; Dhiman, R.C. El Niño Southern Oscillation as an early warning tool for dengue outbreak in India. BMC Public Health 2020, 20, 1498. [Google Scholar] [CrossRef] [PubMed]
- de Almeida, M.T.; Merighi, D.G.S.; Visnardi, A.B.; Boneto Gonçalves, C.A.; Amorim, V.M.F.; Ferrari, A.S.A.; de Souza, A.S.; Guzzo, C.R. Latin America’s Dengue Outbreak Poses a Global Health Threat. Viruses 2025, 17, 57. [Google Scholar] [CrossRef] [PubMed]
- Chew, C.H.; Woon, Y.L.; Amin, F.; Adnan, T.H.; Abdul Wahab, A.H.; Ahmad, Z.E.; Bujang, M.A.; Abdul Hamid, A.M.; Jamal, R.; Chen, W.S.; et al. Rural-urban comparisons of dengue seroprevalence in Malaysia. BMC Public Health 2016, 16, 824. [Google Scholar] [CrossRef] [PubMed]
- Ganeshkumar, P.; Murhekar, M.V.; Poornima, V.; Saravanakumar, V.; Sukumaran, K.; Anandaselvasankar, A.; John, D.; Mehendale, S.M. Dengue infection in India: A systematic review and meta-analysis. PLoS Neglected Trop. Dis. 2018, 12, e0006618. [Google Scholar] [CrossRef] [PubMed]
- Gubler, D.J. Dengue, Urbanization and Globalization: The Unholy Trinity of the 21(st) Century. Trop. Med. Health 2011, 39, 3–11. [Google Scholar] [CrossRef] [PubMed]
- Brady, O.J.; Gething, P.W.; Bhatt, S.; Messina, J.P.; Brownstein, J.S.; Hoen, A.G.; Moyes, C.L.; Farlow, A.W.; Scott, T.W.; Hay, S.I. Refining the global spatial limits of dengue virus transmission by evidence-based consensus. PLoS Neglected Trop. Dis. 2012, 6, e1760. [Google Scholar] [CrossRef] [PubMed]
- LaDeau, S.L.; Leisnham, P.T.; Biehler, D.; Bodner, D. Higher mosquito production in low-income neighborhoods of Baltimore and Washington, DC: Understanding ecological drivers and mosquito-borne disease risk in temperate cities. Int. J. Environ. Res. Public Health 2013, 10, 1505–1526. [Google Scholar] [CrossRef] [PubMed]
- Kyle, J.L.; Harris, E. Global spread and persistence of dengue. Annu. Rev. Microbiol. 2008, 62, 71–92. [Google Scholar] [CrossRef] [PubMed]
- Lourenço, J.; Recker, M. The 2012 Madeira dengue outbreak: Epidemiological determinants and future epidemic potential. PLoS Neglected Trop. Dis. 2014, 8, e3083. [Google Scholar] [CrossRef] [PubMed]
- Rahim, R.; Hasan, A.; Phadungsombat, J.; Hasan, N.; Ara, N.; Biswas, S.M.; Nakayama, E.E.; Rahman, M.; Shioda, T. Genetic Analysis of Dengue Virus in Severe and Non-Severe Cases in Dhaka, Bangladesh, in 2018–2022. Viruses 2023, 15, 1144. [Google Scholar] [CrossRef] [PubMed]
- OhAinle, M.; Balmaseda, A.; Macalalad, A.R.; Tellez, Y.; Zody, M.C.; Saborío, S.; Nuñez, A.; Lennon, N.J.; Birren, B.W.; Gordon, A.; et al. Dynamics of dengue disease severity determined by the interplay between viral genetics and serotype-specific immunity. Sci. Transl. Med. 2011, 3, 114ra128. [Google Scholar] [CrossRef] [PubMed]
- Narvaez, F.; Montenegro, C.; Juarez, J.G.; Zambrana, J.V.; Gonzalez, K.; Videa, E.; Arguello, S.; Barrios, F.; Ojeda, S.; Plazaola, M.; et al. Dengue severity by serotype and immune status in 19 years of pediatric clinical studies in Nicaragua. PLoS Neglected Trop. Dis. 2025, 19, e0012811. [Google Scholar] [CrossRef] [PubMed]
- Rocha, B.A.M.; Guilarde, A.O.; Argolo, A.F.L.T.; Tassara, M.P.; da Silveira, L.A.; Junqueira, I.C.; Turchi, M.D.; Féres, V.C.R.; Martelli, C.M.T. Dengue-specific serotype related to clinical severity during the 2012/2013 epidemic in centre of Brazil. Infect. Dis. Poverty 2017, 6, 116. [Google Scholar] [CrossRef] [PubMed]
- Durbin, A.P.; Mayer, S.V.; Rossi, S.L.; Amaya-Larios, I.Y.; Ramos-Castaneda, J.; Eong Ooi, E.; Jane Cardosa, M.; Munoz-Jordan, J.L.; Tesh, R.B.; Messer, W.B.; et al. Emergence potential of sylvatic dengue virus type 4 in the urban transmission cycle is restrained by vaccination and homotypic immunity. Virology 2013, 439, 34–41. [Google Scholar] [CrossRef] [PubMed]
- Vasilakis, N.; Durbin, A.P.; da Rosa, A.P.; Munoz-Jordan, J.L.; Tesh, R.B.; Weaver, S.C. Antigenic relationships between sylvatic and endemic dengue viruses. Am. J. Trop. Med. Hyg. 2008, 79, 128–132. [Google Scholar] [CrossRef]


Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
Share and Cite
Suppiah, J.; Rajendiran, S.; Rashid, S.A.; Ab Hamid, N.; Zulkifli, M.M.S.; Mohd Zain, R. Determinants of Dengue Serotype Shifts: A Narrative Multifactorial Perspective. Viruses 2026, 18, 683. https://doi.org/10.3390/v18060683
Suppiah J, Rajendiran S, Rashid SA, Ab Hamid N, Zulkifli MMS, Mohd Zain R. Determinants of Dengue Serotype Shifts: A Narrative Multifactorial Perspective. Viruses. 2026; 18(6):683. https://doi.org/10.3390/v18060683
Chicago/Turabian StyleSuppiah, Jeyanthi, Sakshaleni Rajendiran, Siti Aishah Rashid, Nurulhusna Ab Hamid, Murni Maya Sari Zulkifli, and Rozainanee Mohd Zain. 2026. "Determinants of Dengue Serotype Shifts: A Narrative Multifactorial Perspective" Viruses 18, no. 6: 683. https://doi.org/10.3390/v18060683
APA StyleSuppiah, J., Rajendiran, S., Rashid, S. A., Ab Hamid, N., Zulkifli, M. M. S., & Mohd Zain, R. (2026). Determinants of Dengue Serotype Shifts: A Narrative Multifactorial Perspective. Viruses, 18(6), 683. https://doi.org/10.3390/v18060683

