Evidence map›Paper›PMID 42370292›Full record

ArticleResearch square2026

HIV Transmission Dynamics in Greater Mexico City are Shaped by Dense Spatial Mixing.

Marina Escalera-Zamudio, Eduardo Lopez Ortiz, Claudia Garcia Morales, Erika Cruz-Bonilla, Shaday Guerrero Flores, Steven Weaver, Margarita Matias Florentino, Daniela Tapia Trejo, Vanessa Davila Conn, Roberto Cardenas Porras and 22 more

Abstract readPreprint
In one paragraph

Article in Research square, 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

32 authors.

Marina Escalera-ZamudioUCL.ORCID 0000-0002-4773-2773
Eduardo Lopez OrtizCIENI-INER/UNAM.
Claudia Garcia MoralesCIENI-INER.
Erika Cruz-BonillaCINVESTAV.
Shaday Guerrero FloresCCM-UNAM.
Steven WeaverTemple University.
Margarita Matias FlorentinoCIENI-INER.
Daniela Tapia TrejoCIENI-INER.
Vanessa Davila ConnCIENI-INER.
Roberto Cardenas PorrasCIENI-INER.
Eduardo Zarza SanchezCIENI-INER.
Silvia Del Arenal SanchezCIENI-INER.
Jorge Gutierrez SotoCIENI-INER.
Karina Nava MemijeCIENI-INER.
Jessica Monreal FloresCIENI-INER.
Alejandro GuzmanCIENI-INER.
Rebecca Garcia MendiolaCIENI-INER.
Patricia IrachetaCIENI-INER.
Veronica Ruiz GonzalezCIENI-INER.
Veronica Quiroz MoralesCIENI-INER.
Israel Macias GonzalezCIENI-INER.
Manuel Becerril RodriguezCIENI-INER.
Raul Cruz FloresCIENI-INER.
Andrea Gonzalez RodriguezCIENI-INER.
Dulce Lopez SanchezCIENI-INER.
Miroslava Cardenas SandovalCIENI-INER.
Maria Beristain BarredaCIENI-INER.
Maribel Hernandez-RosalesCenter for Research and Advanced Studies of IPN.ORCID 0000-0003-1878-1223
Simon DellicourUniversité Libre de Bruxelles.ORCID 0000-0001-9558-1052
Tetyana VasylyevaUCI.
Joel WertheimUniversity of California San Diego.ORCID 0000-0003-4882-5856
Santiago Avila RiosCIENI-INER.

Funding

Social network disruption, stigma, and HIV transmission and care dynamics among forcibly displaced MSM in UkraineR01DA057141 · NIDA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Tetyana Vasylyeva · 2023 to 2026
$2.4M
NIDA NIH HHS R01 DA057141
6 · The paper itself

Abstract

Understanding HIV transmission in densely populated urban settings is essential to mitigate ongoing epidemic spread. We present a comprehensive analysis of recent HIV transmission dynamics in Greater Mexico City, one of the world's largest metropolitan areas comprising Mexico City and neighbouring municipalities of the State of Mexico. Drawing from over 7,000 complete pol gene sequences representing around 50% of new cases reported between 2019 and 2022 within the study region, we reconstructed the transmission network based on pairwise genetic distance. We identified ten large transmission clusters exhibiting sustained growth up to the most recent sampling period. We further analysed paired genetic and high- resolution human mobility data using an integrated phylogeographic approach. We observed a heterogeneous pattern of viral spread across the region, supported by an extensive mixing at a wider geographic scale. Across Greater Mexico City, displaying a high population density, HIV transmission is minimally spatially constrained, a pattern likely fuelled by intense human mobility. Thus, population movement weakens isolation by distance in large urban areas even for a chronic infection that is sexually and vertically transmitted. We demonstrate the value of integrating large-scale genetic, epidemiological, and mobility data to resolve contemporary HIV transmission dynamics in densely populated urban settings.

Identifiers

PMID42370292
PMCPMC13308395

What OpenQuestion holds

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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 OpenQuestion graph.