Evidence map›Paper›PMID 41979606›Full record

ArticleCancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology2026

Interrogating the Mechanistic Link between Neighborhood Deprivation and Colorectal Cancer Risk through Transcriptomic Analysis of Normal Colorectal Biopsies.

Matthew A Devall, Hania M Taha, Mackenzie Chen, Stephen D Eaton, Xiangqing Sun, Samyukta Venkatesh, Alexa Ramirez, Fatima Z Habib, Mourad W Ali, Gregory S Cooper and 8 more

Abstract read
In one paragraph

Article in Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology, 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.

Matthew A Devall *Department of Family Medicine, University of Virginia, Charlottesville, Virginia.ORCID 0000-0001-5943-4397
Hania M Taha *Department of Family Medicine, University of Virginia, Charlottesville, Virginia.ORCID 0000-0003-4117-3314
Mackenzie ChenDepartment of Family Medicine, University of Virginia, Charlottesville, Virginia.ORCID 0009-0008-0842-4816
Stephen D EatonDepartment of Family Medicine, University of Virginia, Charlottesville, Virginia.ORCID 0000-0002-9959-7518
Xiangqing SunDepartment of Family Medicine, University of Virginia, Charlottesville, Virginia.ORCID 0000-0003-3614-4682
Samyukta VenkateshDepartment of Family Medicine, University of Virginia, Charlottesville, Virginia.ORCID 0009-0003-9242-4707
Alexa RamirezDepartment of Family Medicine, University of Virginia, Charlottesville, Virginia.ORCID 0009-0008-4342-0853
Fatima Z HabibDepartment of Family Medicine, University of Virginia, Charlottesville, Virginia.ORCID 0009-0007-8810-5243
Mourad W AliDepartment of Family Medicine, University of Virginia, Charlottesville, Virginia.ORCID 0000-0003-3263-9055
Gregory S CooperDepartment of Medicine, University Hospitals Cleveland Medical Center, Case Western Reserve University, Cleveland, Ohio.ORCID 0000-0002-1673-440X
Joseph WillisDepartment of Pathology, University Hospitals Cleveland Medical Center, Case Western Reserve University, Cleveland, Ohio.ORCID 0000-0003-1782-886X
Gaizun HuMolecular Physiology and Biological Physics, University of Virginia, Charlottesville, Virginia.ORCID 0000-0002-1420-0789
Seham EbrahimMolecular Physiology and Biological Physics, University of Virginia, Charlottesville, Virginia.ORCID 0000-0002-6762-2432
Stephanie L SchmitGenomic Medicine Institute, Cleveland Clinic, Cleveland, Ohio.ORCID 0000-0001-5931-1194
Ulrike PetersPublic Health Sciences Division, Fred Hutchinson Cancer Center Research Institute, Seattle, Washington.ORCID 0000-0001-5666-9318
Steven M PowellDigestive Health Center, University of Virginia, Charlottesville, Virginia.ORCID 0000-0002-2572-203X
Cynthia YoshidaDigestive Health Center, University of Virginia, Charlottesville, Virginia.ORCID 0009-0008-0796-5178
Li LiDepartment of Family Medicine, University of Virginia, Charlottesville, Virginia.ORCID 0000-0003-1802-9517

Funding

Women's Oncology Program - WONP30CA044579 · NCI · UNIVERSITY OF VIRGINIA CHARLOTTESVILLE · PI Dina Gould Halme · 1987 to 2026
$72.1M
Targeting 15-PGDH in Colon Cancer Prognosis, Prediction, Treatment and PreventionP50CA150964 · NCI · CASE WESTERN RESERVE UNIVERSITY · PI MARKOWITZ, SANFORD D. · 2011 to 2022
$24.6M
Role of MYC-MIZ1 signaling and the inflammatory immune microenvironment in Triple-Negative Breast Cancer Racial DisparitiesP20CA233216 · NCI · CASE WESTERN RESERVE UNIVERSITY · PI VARADAN, VINAY · 2018 to 2021
$3.6M
Racial Disparities and Colorectal DNA Methylation- Driven Gene ExpressionR21CA283132 · NCI · UNIVERSITY OF VIRGINIA · PI LI, LI · 2023 to 2023
$415k
A novel approach for the use of normal colon organoids in the identification of true casual variants and mechanistic interrogation of their gene targets in colon cancer riskK22CA297064 · NCI · UNIVERSITY OF VIRGINIA · PI Matthew A.M Devall · 2025 to 2026
$385k
NCI NIH HHS K22 CA297064NCI NIH HHS P20 CA233216NCI NIH HHS P30 CA044579NCI NIH HHS P50 CA150964NCI NIH HHS R21 CA283132University of Virginia Precision Health Initiative
6 · The paper itself

Abstract

backgroundGreater neighborhood deprivation, as defined by the neighborhood deprivation index (NDI), has been associated with increased colorectal cancer risk. However, the biological mechanisms underlying this association remain unclear.

methodsNormal colorectal biopsies (matched right and left colon and rectum) from African American [AA (n = 34)] and European American [EA (n = 23)] adults undergoing colonoscopy were collected for a cross-sectional study in Cleveland, Ohio. NDI-associated differentially expressed genes (DEG) were identified from RNA sequencing using limma. Normal colon organoid lines were derived from biopsies of AA (n = 4) and EA (n = 6) individuals in Charlottesville, Virginia, treated daily with metformin for 72 hours, and metformin-DEGs were identified in limma.

resultsA total of 237 DEGs were found to be commonly associated with NDI in AA and EA populations across individual-matched biopsy triplets (right and left colon and rectum). Of the 237 NDI-associated DEGs, 82 overlapped with colorectal cancer tumor DEGs from a publicly available dataset (P = 2.21E-05), and 9 were prioritized as therapeutic targets, including MYC overexpression [Benjamini-Hochberg (BH) = 2.48E-12]. Metformin exposure in colon organoids also altered the expression of 28 of these genes, with ∼79% showing the opposite direction, including reduced MYC expression (BH = 0.095).

conclusionsNDI is associated with colorectal cancer-related transcriptional differences. The observed reversal of gene expression by metformin, including at MYC, suggests a potential role for metformin in reducing colorectal cancer risk by modifying NDI-high related gene expression. IMPACT: NDI-associated colorectal cancer risk genes provide a novel opportunity for future biomarkers or early therapeutic targets in at-risk populations.

Indexed as

Colorectal NeoplasmsAgedBiopsyBlack or African AmericanColonCross-Sectional StudiesFemaleGene Expression ProfilingHumansMaleMetforminMiddle AgedRisk FactorsTranscriptomeWhiteMetformin

Identifiers

PMID41979606
PMCPMC13249093

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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.