Evidence map›Paper›PMID 42536646›Full record

ArticlePloS one2026

Spatiotemporal co-circulation of four dengue serotypes across Mexico, 2020-2025: A space-time scan analysis.

Oliver Mendoza-Cano, Xóchitl Trujillo, Mónica Ríos-Silva, Jaime Alberto Bricio-Barrios, Agustin Lugo-Radillo, Rosa Tapia-Vargas, Jesús Venegas-Ramírez, Eder Fernando Ríos-Bracamontes, Herguin Benjamin Cuevas-Arellano, Yolitzy Cárdenas and 8 more

Abstract read
In one paragraph

Article in PloS one, 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

18 authors.

Oliver Mendoza-CanoFacultad de Ingeniería Civil, Universidad de Colima, Coquimatlán, Mexico.
Xóchitl TrujilloCentro Universitario de Investigaciones Biomédicas, Universidad de Colima, Colima, Mexico.
Mónica Ríos-SilvaFacultad de Medicina, Universidad de Colima, Colima, Mexico.
Jaime Alberto Bricio-BarriosFacultad de Medicina, Universidad de Colima, Colima, Mexico.
Agustin Lugo-RadilloSECIHTI - Facultad de Medicina y Cirugía, Universidad Autónoma Benito Juárez de Oaxaca, Oaxaca, Mexico.
Rosa Tapia-VargasCoordinación de Planeación y Enlace Institucional, Jefatura de Servicios de Prestaciones Médicas, Instituto Mexicano del Seguro Social, Colima, Mexico.
Jesús Venegas-RamírezCoordinación Auxiliar Médica de Investigación en Salud, Jefatura de Servicios de Prestaciones Médicas, Instituto Mexicano del Seguro Social, Colima, Mexico.
Eder Fernando Ríos-BracamontesDepartamento de Medicina Interna, Hospital General de Zona No. 1, Instituto Mexicano del Seguro Social, Villa de Álvarez, Mexico.
Herguin Benjamin Cuevas-ArellanoFacultad de Ciencias, Universidad de Colima, Colima, Mexico.ORCID https://orcid.org/0009-0003-0788-4312
Yolitzy CárdenasCentro Universitario de Investigaciones Biomédicas, Universidad de Colima, Colima, Mexico.
Raúl Aquino-SantosCoordinación General de Investigación, Universidad de Colima, Colima, Mexico.ORCID https://orcid.org/0000-0002-8242-0695
Iris Anecxi Jiménez-VieyraDepartamento de Medicina Interna, Hospital General de Zona No. 1, Instituto Mexicano del Seguro Social, Villa de Álvarez, Mexico.
Juan Manuel Uribe-RamosFacultad de Ingeniería Civil, Universidad de Colima, Coquimatlán, Mexico.
Verónica Benites-GodínezCoordinación de Educación en Salud, Jefatura de Servicios de Prestaciones Médicas, Instituto Mexicano del Seguro Social, Tepic, México.
Teresa Evangelina Martínez-DíazFacultad de Ingeniería Civil, Universidad de Colima, Coquimatlán, Mexico.
Mario López-RojasFacultad de Ingeniería Civil, Universidad de Colima, Coquimatlán, Mexico.
Annel García-SolórzanoCoordinación Auxiliar Médica de Educación en Salud, Jefatura de Servicios de Prestaciones Médicas, Instituto Mexicano del Seguro Social, Colima, Mexico.
Efrén Murillo-ZamoraFacultad de Medicina, Universidad de Colima, Colima, Mexico.ORCID https://orcid.org/0000-0002-1118-498X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMexico has experienced escalating dengue transmission driven by the co‑circulation of four antigenically distinct serotypes (DENV‑1 through DENV‑4). Multi‑serotype transmission is epidemiologically relevant, yet its spatiotemporal patterns at sub‑national resolution remain poorly characterized.

methodsWe analyzed 103,426 PCR‑confirmed, serotyped dengue cases across 1,547 of 2,471 Mexican municipalities from January 2020 to December 2025. Kulldorff's space‑time scan statistic under a discrete Poisson model was applied independently to each serotype and to all serotypes combined. Co‑circulation was defined as the spatiotemporal overlap of significant clusters from at least two serotypes within the same municipality for ≥ 1 epidemiological week.

resultsWe identified 159 statistically significant clusters across all serotypes combined. DENV‑3 was dominant (64.4% of cases; annual incidence 59.9/100,000), consistent with the reemergence of a long‑absent serotype. The 2024-2025 season produced a nationally synchronized epidemic across geographically distant regions. Co‑circulation of at least two serotypes occurred in 1,545 municipalities; 217 experienced simultaneous clustering of all four serotypes. Active co‑circulation was present in 275 of 311 study weeks. Mean pairwise temporal overlap ranged from 8.0 to 12.0 weeks, with maximum overlaps of 29-30 weeks.

conclusionsFour‑serotype co‑circulation was documented at municipal resolution, concentrated in the Gulf coast, the Yucatán Peninsula, and northeastern Mexico. The 217 municipalities with simultaneous clustering of all four serotypes may represent areas of epidemiological interest for further investigation. This municipality‑level spatiotemporal framework offers operationally relevant resolution for tracking multi‑serotype activity and supporting serotype‑aware dengue monitoring at sub‑national scale.

Indexed as

DengueDengue VirusHumansMexicoSerogroupSerotypingSpatio-Temporal Analysis

Identifiers

PMID42536646
PMCPMC13426947

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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.