Evidence map›Paper›PMID 42198752›Full record

ArticleViruses2026

Intersecting Epidemics: A Multilevel Syndemic Analysis of a Chikungunya Virus Epidemic in Colombia Through Clinical, Biological, and Socioeconomic Factors.

Juan C Rueda, Ana María Santos, Ignacio Angarita, Ingris Peláez-Ballesta, Alfonso Gastelum, Igor Rueda, Jaime Cortés-Ramos, Cristian Astudillo, Daniel Rincón-Sierra, Karina Guzmán and 3 more

Abstract read
In one paragraph

Article in Viruses, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

13 authors.

Juan C RuedaSpondyloarthritis Study Group (GESPA), Universidad de La Sabana, Km 7 Autopista Norte, Chía 250001, Colombia.ORCID 0000-0002-6263-2914
Ana María SantosSpondyloarthritis Study Group (GESPA), Universidad de La Sabana, Km 7 Autopista Norte, Chía 250001, Colombia.
Ignacio AngaritaSpondyloarthritis Study Group (GESPA), Universidad de La Sabana, Km 7 Autopista Norte, Chía 250001, Colombia.
Ingris Peláez-BallestaRheumatology Department, Hospital General de México Dr. Eduardo Liceaga, Dr. Balmis No. 148, Col. Doctores, Ciudad de México 06720, Mexico.ORCID 0000-0001-5188-7375
Alfonso GastelumInstituto de Ciencias Aplicadas y Tecnología (ICAT), Universidad Nacional Autónoma de México, Ciudad Universitaria, Ciudad de México 04510, Mexico.ORCID 0000-0001-9668-5822
Igor RuedaSpondyloarthritis Study Group (GESPA), Universidad de La Sabana, Km 7 Autopista Norte, Chía 250001, Colombia.ORCID 0000-0003-0994-8810
Jaime Cortés-RamosSpondyloarthritis Study Group (GESPA), Universidad de La Sabana, Km 7 Autopista Norte, Chía 250001, Colombia.ORCID 0009-0008-3808-0129
Cristian AstudilloSpondyloarthritis Study Group (GESPA), Universidad de La Sabana, Km 7 Autopista Norte, Chía 250001, Colombia.ORCID 0009-0009-7413-2413
Daniel Rincón-SierraSpondyloarthritis Study Group (GESPA), Universidad de La Sabana, Km 7 Autopista Norte, Chía 250001, Colombia.ORCID 0009-0003-3127-3749
Karina GuzmánSpondyloarthritis Study Group (GESPA), Universidad de La Sabana, Km 7 Autopista Norte, Chía 250001, Colombia.ORCID 0009-0009-5930-2672
Jesús Giovanny BallesterosRheumatology Department, Hospital Militar Central, Transversal 9 No. 136-21, Bogotá 110121, Colombia.
Juan Manuel BelloRheumatology Department, Hospital Militar Central, Transversal 9 No. 136-21, Bogotá 110121, Colombia.
John LondonoSpondyloarthritis Study Group (GESPA), Universidad de La Sabana, Km 7 Autopista Norte, Chía 250001, Colombia.ORCID 0000-0003-1074-644X

Funding

Hospital Militar Central 106-2016Universidad de La Sabana MED 241-2018
6 · The paper itself

Abstract

This study applied a syndemic framework to chikungunya virus (CHIKV) infection during the 2014-2015 Colombian epidemic, integrating biological and social determinants.

methodsA community-based cohort of 279 serologically confirmed adults from six cities was analyzed. Clinical, sociodemographic, and cytokine data were evaluated using multilevel and multivariate statistical approaches.

resultsAmong 279 patients, 141 (50.5%) met World Health Organization (WHO) criteria for acute CHIKV infection. The cohort was predominantly female and of lower socioeconomic status (SES). The most frequent manifestations were arthralgia (91%), fatigue (58%), fever (50.5%), myalgia (45.9%), and rash (45.2%). Multivariate models identified IL-15, IL-17A, IL-12p40, MCP-1, and MIP-1α as significant correlates of fever, rash, and myalgia. Socioeconomic and ethnic factors influenced cytokine expression; Caucasian patients showed higher proinflammatory cytokine levels than Afro-American patients. Lower SES was associated with greater symptom burden. Network analyses revealed distinct immune signatures linking biological responses with clinical and demographic variables.

conclusionImmune responses, clinical manifestations, and social disadvantages interact significantly in CHIKV infection. These findings support a syndemic model in which socioeconomic vulnerability amplifies disease impact, highlighting the need for integrated biosociological public health strategies, particularly targeting populations with low socioeconomic status.

Indexed as

Chikungunya FeverChikungunya virusEpidemicsAdultColombiaCytokinesFemaleHumansMaleMiddle AgedSocioeconomic Disparities in HealthSocioeconomic FactorsYoung AdultCytokineschikungunya virus (CHIKV)cytokine profilingimmune responsemulti-level analysissocioeconomic statussyndemic

Identifiers

PMID42198752
PMCPMC13211427

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LicenceCC BY
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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 OpenQuestion graph.