Evidence map›Paper›PMID 38022689›Full record

ArticleComputational and structural biotechnology journal2023

Pan-cancer mutational signature surveys correlated mutational signature with geospatial environmental exposures and viral infections.

Judy Bai, Katherine Ma, Shangyang Xia, Richard Geng, Claire Shen, Limin Jiang, Xi Gong, Hui Yu, Shuguang Leng, Yan Guo

Open access · goldAbstract read
In one paragraph

Article in Computational and structural biotechnology journal, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
1.0field-weighted citation impact, top 21% of its field
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

3 citing papers in PubMed, 4 citations in OpenAlex.

  1. Article
  2. Article
  3. Intelligent biology and medicine: Accelerating innovative computational approaches.Computational and structural biotechnology journal · 2025
    Article
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

10 authors at 3 institutions in 1 country.

Judy BaiDepartment of Public Health and Sciences, Sylvester Comprehensive Cancer Center, University of Miami, FL 33136, USA.
Katherine MaDepartment of Public Health and Sciences, Sylvester Comprehensive Cancer Center, University of Miami, FL 33136, USA.
Shangyang XiaDepartment of Public Health and Sciences, Sylvester Comprehensive Cancer Center, University of Miami, FL 33136, USA.
Richard GengDepartment of Public Health and Sciences, Sylvester Comprehensive Cancer Center, University of Miami, FL 33136, USA.
Claire ShenDepartment of Public Health and Sciences, Sylvester Comprehensive Cancer Center, University of Miami, FL 33136, USA.
Limin JiangDepartment of Public Health and Sciences, Sylvester Comprehensive Cancer Center, University of Miami, FL 33136, USA.
Xi GongGeography & Environmental Studies, University of New Mexico, Albuquerque, NM 87109, USA.
Hui YuDepartment of Public Health and Sciences, Sylvester Comprehensive Cancer Center, University of Miami, FL 33136, USA.
Shuguang LengComprehensive Cancer Center, Albuquerque, University of New Mexico, NM 87109, USA.
Yan GuoDepartment of Public Health and Sciences, Sylvester Comprehensive Cancer Center, University of Miami, FL 33136, USA.
Sylvester Comprehensive Cancer Center · USNew Mexico Cancer Center · USUniversity of New Mexico · US

Funding

WOMEN'S CANCERS RESEARCH PROGRAMP30CA118100 · NCI · UNIVERSITY OF NEW MEXICO HEALTH SCIS CTR · PI Yolanda Sanchez · 2005 to 2026
$57.1M
Tumor Biology Research ProgramP30CA240139 · NCI · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI George S. Grills · 2019 to 2026
$24.1M
Mutational Signatures of a Combined Environmental Exposure: Arsenic and Ultraviolet RadiationR01ES030993 · NIEHS · UNIVERSITY OF NEW MEXICO HEALTH SCIS CTR · PI HUDSON, LAURIE G, LIU, KE JIAN · 2020 to 2024
$2.5M
Diversity Supplement - Diego RuizR01ES032037 · NIEHS · UNIVERSITY OF NEW MEXICO HEALTH SCIS CTR · PI Eliseo F Castillo · 2022 to 2026
$2.0M
NCI NIH HHS P30 CA118100NCI NIH HHS P30 CA240139NIEHS NIH HHS R01 ES030993NIEHS NIH HHS R01 ES032037
6 · The paper itself

Abstract

Background: Cancer has been disproportionally affecting minorities. Genomic-based cancer disparity analyses have been less common than conventional epidemiological studies. In the past decade, mutational signatures have been established as characteristic footprints of endogenous or exogenous carcinogens. Methods: Integrating datasets of diverse cancer types from The Cancer Genome Atlas and geospatial environmental risks of the registry hospitals from the United States Environmental Protection Agency, we explored mutational signatures from the aspect of racial disparity concerning pollutant exposures. The raw geospatial environmental exposure data were refined to 449 air pollutants archived and modeled from 2007 to 2017 and aggregated to the census county level. Additionally, hepatitis B and C viruses and human papillomavirus infection statuses were incorporated into analyses for skin cancer, cervical cancer, and liver cancer. Results: Mutation frequencies of key oncogenic genes varied substantially between different races. These differences were further translated into differences in mutational signatures. Survival analysis revealed that the increased pollution level is associated with worse survival. The analysis of the oncogenic virus revealed that aflatoxin, an affirmed carcinogen for liver cancer, was higher in Asian liver cancer patients than in White patients. The aflatoxin mutational signature was exacerbated by hepatitis infection for Asian patients but not for White patients, suggesting a predisposed genetic or genomic disadvantage for Asians concerning aflatoxin. Conclusions: Environmental pollutant exposures increase a mutational signature level and worsen cancer prognosis, presenting a definite adverse risk factor for cancer patients.

Indexed as

CancerEnvironmental pollutionMutational signatureOncovirusRacial disparity

Identifiers

PMID38022689
PMCPMC10652135
OpenAlexW4387826823

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.