Evidence map›Paper›PMID 41809986›Full record

ArticleFrontiers in cellular and infection microbiology2026

Dose-dependent immune modulation in arboviral coinfections among febrile patients.

Peter Mac Asaga, Sunday Omilabu, Danaan Anthony Dakul

Abstract read
In one paragraph

Article in Frontiers in cellular and infection microbiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Peter Mac AsagaInstitute of Infectious Disease Prevention and Hospital Epidemiology, Universitätklinikum Freiburg, Freiburg, Germany.
Sunday OmilabuDepartment of Medical Microbiology and Parasitology, University of Lagos College of Medicine, Lagos, Nigeria.
Danaan Anthony DakulFaculty Natural Science Department of Parasitology, University of Jos, Jos, Nigeria.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Arboviruses pose substantial diagnostic and public health challenges in tropical regions where multiple pathogens co-circulate. Nigeria, with diverse ecological zones and limited surveillance infrastructure, represents a critical nexus for arboviral transmission, yet comprehensive data on seroprevalence, coinfection dynamics, immune modulation, and viral genetic diversity remain scarce. Methods: We conducted cross-sectional surveillance across three Nigerian ecological zones from January 2019 to December 2023. Sera from 871 participants were tested for IgG and IgM antibodies to dengue virus (DENV), chikungunya virus (CHIKV), Zika virus (ZIKV), yellow fever virus (YFV), West Nile virus (WNV), and Rift Valley fever virus (RVFV) using immunoblot assays. A stratified subset (n=300) underwent cytokine profiling for interleukin-6 (IL-6), tumour necrosis factor-alpha (TNF-α), interferon-gamma (IFN-γ), and interleukin-10 (IL-10). IgM-positive samples underwent RT-PCR confirmation with genotype assignment through sequence comparison against GenBank reference strains. Results: Overall IgM seropositivity indicating recent infection was 86.8% (756/871), with DENV most prevalent (59.6%; 95% CI: 56.3-62.8%), followed by CHIKV (49.4%), YFV (48.3%), ZIKV (19.7%), WNV (3.4%), and RVFV (2.3%). Coinfection with two or more arboviruses was detected in 61.2% (533/871) of participants. Seropositivity was highest in the tropical rainforest zone (94.2%) compared with Guinea savanna (84.5%) and Sudan savanna (80.4%; χ²=31.8, p<0.001). Cytokine profiling revealed significantly elevated concentrations of IL-6, TNF-α, IFN-γ, and IL-10 in dual and triple infections compared with mono-infections (all p<0.001), demonstrating dose-dependent immune modulation. All four DENV serotypes were identified, with DENV-2 predominating (59.9%). Molecular characterisation confirmed circulation of CHIKV East/Central/South African genotype (82.1%), DENV-2 Cosmopolitan genotype, and both African (71.2%) and Asian (28.8%) ZIKV lineages, with study sequences showing >99% nucleotide identity to established reference strains. Conclusions: These findings reveal extraordinarily high levels of arboviral infection and coinfection across Nigerian ecological zones. The dose-dependent cytokine elevation in coinfections suggests distinct immunopathological mechanisms. These data underscore the urgent need for multiplex diagnostics, genotype-specific monitoring, and climate-informed vector control strategies.

Indexed as

ArbovirusesArbovirus InfectionsCoinfectionFeverAdolescentAdultAgedAntibodies, ViralChildChild, PreschoolCross-Sectional StudiesCytokinesFemaleHumansImmunoglobulin GImmunoglobulin MAntibodies, ViralCytokinesImmunoglobulin GImmunoglobulin Marbovirusescoinfectioncytokinesdengue virusecological zonesimmune modulationmolecular epidemiologyNigeria

Identifiers

PMID41809986
PMCPMC12968230

What Socratic holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.