Evidence map›Paper›PMID 42516170›Full record

ArticleGeoHealth2026

High Childhood Leukemia Mortality Rates in Mexico Associated to Water Contamination in Areas of Oil and Gas Extraction.

Madeleine Nicolas, Elizabeth Ortiz Gutiérrez, Jesús Andrés Barranco Pérez, Omar Amador-Muñoz, Jaqueline Calderón Hernández, Elena R Álvarez-Buylla, Juan Carlos Martínez-García

Abstract read
In one paragraph

Article in GeoHealth, 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

7 authors.

Madeleine NicolasDepartamento de Control Automático del Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional (Cinvestav) Mexico City Mexico.ORCID https://orcid.org/0009-0005-0143-2176
Elizabeth Ortiz GutiérrezSecretaría de Ciencia Humanidades Tecnología e Innovación (Secihti) Mexico City Mexico.ORCID https://orcid.org/0000-0003-0334-8371
Jesús Andrés Barranco PérezColegio de Geografía Facultad de Filosofía y Letras Universidad Nacional Autónoma de México (UNAM) Mexico City Mexico.ORCID https://orcid.org/0000-0003-3349-2032
Omar Amador-MuñozInstituto de Ciencias de la Atmósfera y Cambio Climático Universidad Nacional Autónoma de México (UNAM) Mexico City Mexico.ORCID https://orcid.org/0000-0002-4020-7183
Jaqueline Calderón HernándezUniversidad Autónoma de San Luis Potosí (UASLP) San Luis Potosí Mexico.
Elena R Álvarez-BuyllaInstituto de Ecología Universidad Nacional Autónoma de México (UNAM) Mexico City Mexico.
Juan Carlos Martínez-GarcíaDepartamento de Control Automático del Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional (Cinvestav) Mexico City Mexico.ORCID https://orcid.org/0000-0003-2931-0531

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Acute lymphoblastic leukemia (ALL) is the leading cause of death in Mexican children, yet water-mediated environmental pathways remain largely unexplored as contributors to its spatial distribution. We analyzed ALL mortality records for individuals aged 0-19 years across all Mexican municipalities from 2003 to 2023, using publicly available national death statistics and population estimates. Age-specific mortality rates were calculated at the municipal level and aggregated to the state level to characterize broad geographic gradients. A discrete Poisson spatial scan statistic, implemented in SaTScan, identified 10 statistically significant mortality clusters, five with elevated risk and five with reduced risk, which were then compared against hydrogeological and industrial variables derived from global remote sensing and infrastructure databases. The national mortality rate averaged 1.64 per 100,000 children aged 0-19, with state-level rates ranging more than two-fold from 1.01 in Durango to 2.35 in Tabasco. High-mortality clusters are concentrated along the Gulf of Mexico coast and southeastern states; low-mortality zones lie predominantly in the arid west and northwest. High-mortality areas are systematically characterized by greater annual precipitation, lower aridity, permeable sedimentary geology, and higher forest cover-landscape conditions that collectively maximize infiltration and groundwater contamination risk. All five high-mortality clusters spatially overlap with oil and gas infrastructure, with three coinciding with zones of intensive extraction along the Gulf coast. These findings suggest that groundwater vulnerability and industrial contamination, rather than genetic predisposition, are primary spatial determinants of childhood ALL mortality in Mexico, pointing toward preventable, structurally driven disease burden.

Indexed as

childhood leukemiaMexicomortalityoil and gaspublic healthwater pollution

Identifiers

PMID42516170
PMCPMC13403478

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.