Evidence map›Paper›PMID 38112776›Full record

ArticleCancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology2024

Genome-Wide Gene-Environment Interaction Analyses to Understand the Relationship between Red Meat and Processed Meat Intake and Colorectal Cancer Risk.

Mariana C Stern, Joel Sanchez Mendez, Andre E Kim, Mireia Obón-Santacana, Ferran Moratalla-Navarro, Vicente Martín, Victor Moreno, Yi Lin, Stephanie A Bien, Conghui Qu and 62 more

Registry-linked trialOpen access · greenAbstract 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, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02328677 (ColoCare Transdisciplinary Research in Colorectal Cancer Prognosis), which is not on this map. Cited by 14 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed, 1 pooled it
4.7field-weighted citation impact, top 5% 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.

NCT02328677 recruitingnot on this map

ColoCare Transdisciplinary Research in Colorectal Cancer Prognosis

TypeobservationalSponsorUniversity of UtahRan2007 to 2030Enrolled5,000ConditionsColorectal Cancer
3 · Its place in the literature

Who cites it

14 citing papers in PubMed, 1 synthesis or guideline pooled it, 15 citations in OpenAlex.

  1. Pooled it
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  4. Review
  5. Review
  6. TGF-β Pathway-Based Polygenic Risk Score Modifies the Association between Red Meat Intake and Colorectal Cancer Risk: Application of a Novel Pathway-Based PRS Method.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2026
    Article
  7. Genetic Risk, Healthy Lifestyle, and Risk Stratification for Diverticulitis.Journal of the American College of Surgeons · 2026
    Article
  8. Review
  9. Observational
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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

72 authors at 20 institutions in 12 countries.

Mariana C Stern *Department of Population and Public Health Sciences and USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California.ORCID 0000-0001-9777-4683
Joel Sanchez Mendez *Department of Population and Public Health Sciences and USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California.ORCID 0000-0001-5552-1020
Andre E Kim *Department of Population and Public Health Sciences and USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California.ORCID 0000-0003-1217-5249
Mireia Obón-SantacanaUnit of Biomarkers and Susceptibility (UBS), Oncology Data Analytics Program (ODAP), Catalan Institute of Oncology (ICO), L'Hospitalet del Llobregat, Barcelona, Spain.ORCID 0000-0003-4646-3513
Ferran Moratalla-NavarroUnit of Biomarkers and Susceptibility (UBS), Oncology Data Analytics Program (ODAP), Catalan Institute of Oncology (ICO), L'Hospitalet del Llobregat, Barcelona, Spain.ORCID 0000-0001-7858-5713
Vicente MartínConsortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), Madrid, Spain.ORCID 0000-0003-0552-2804
Victor MorenoUnit of Biomarkers and Susceptibility (UBS), Oncology Data Analytics Program (ODAP), Catalan Institute of Oncology (ICO), L'Hospitalet del Llobregat, Barcelona, Spain.ORCID 0000-0002-2818-5487
Yi LinPublic Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, Washington.ORCID 0000-0001-8644-614X
Stephanie A BienPublic Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, Washington.ORCID 0000-0002-8713-4583
Conghui QuPublic Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, Washington.ORCID 0000-0003-1927-6245
Yu-Ru SuPublic Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, Washington.ORCID 0000-0001-6150-960X
Emily WhitePublic Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, Washington.ORCID 0000-0003-0544-1633
Tabitha A HarrisonPublic Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, Washington.ORCID 0000-0002-4173-7530
Jeroen R HuyghePublic Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, Washington.ORCID 0000-0001-6027-9806
Catherine M TangenPublic Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, Washington.ORCID 0000-0001-8825-8660
Polly A NewcombPublic Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, Washington.ORCID 0000-0001-8786-0043
Amanda I PhippsPublic Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, Washington.ORCID 0000-0002-1446-2201
Claire E ThomasPublic Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, Washington.ORCID 0000-0001-9515-3277
Eric S KawaguchiDepartment of Population and Public Health Sciences and USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California.ORCID 0000-0003-2014-5023
Juan Pablo LewingerDepartment of Population and Public Health Sciences and USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California.ORCID 0000-0002-0692-2570
John L MorrisonDepartment of Population and Public Health Sciences and USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California.ORCID 0000-0003-1478-9965
David V ContiDepartment of Population and Public Health Sciences and USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California.ORCID 0000-0002-2941-7833
Jun WangDepartment of Population and Public Health Sciences and USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California.ORCID 0000-0001-8372-1863
Duncan C ThomasDepartment of Population and Public Health Sciences and USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California.ORCID 0000-0002-6040-8804
Elizabeth A PlatzDepartment of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.ORCID 0000-0003-3676-8954
Kala VisvanathanDepartment of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.ORCID 0000-0002-0582-8005
Temitope O KekuCenter for Gastrointestinal Biology and Disease, University of North Carolina, Chapel Hill, North Carolina.ORCID 0000-0003-4019-3903
Christina C NewtonDepartment of Population Science, American Cancer Society, Atlanta, Georgia.ORCID 0000-0003-1471-5608
Caroline Y UmDepartment of Population Science, American Cancer Society, Atlanta, Georgia.ORCID 0000-0001-5449-6230
Anshul KundajeDepartment of Genetics, Stanford University, Stanford, California.ORCID 0000-0003-3084-2287
Anna ShcherbinaDepartment of Genetics, Stanford University, Stanford, California.ORCID 0000-0002-5080-5494
Neil MurphyNutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France.ORCID 0000-0003-3347-8249
Marc J GunterNutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France.ORCID 0000-0001-5472-6761
Niki DimouNutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France.ORCID 0000-0003-1678-9328
Nikos PapadimitriouNutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France.ORCID 0000-0001-8294-7262
Stéphane BézieauService de Génétique Médicale, Centre Hospitalier Universitaire (CHU) Nantes, Nantes, France.ORCID 0000-0003-0095-1319
Franzel J B van DuijnhovenDivision of Human Nutrition and Health, Wageningen University & Research, Wageningen, the Netherlands.ORCID 0000-0001-8367-2352
Satu MännistöDepartment of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland.ORCID 0000-0002-8668-3046
Gad RennertDepartment of Community Medicine and Epidemiology, Lady Davis Carmel Medical Center, Haifa, Israel.ORCID 0000-0002-8512-068X
Alicja WolkInstitute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.ORCID 0000-0001-7387-6845
Michael HoffmeisterDivision of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.ORCID 0000-0002-8307-3197
Hermann BrennerDivision of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.ORCID 0000-0002-6129-1572
Jenny Chang-ClaudeDivision of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.ORCID 0000-0001-8919-1971
Yu TianDivision of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.ORCID 0000-0001-7218-5954
Loïc Le MarchandUniversity of Hawaii Cancer Center, Honolulu, Hawaii.ORCID 0000-0001-5013-980X
Michelle CotterchioPrevention and Cancer Control, Cancer Care Ontario, Toronto, Ontario, Canada.ORCID 0000-0003-2862-7895
Konstantinos K TsilidisDepartment of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom.ORCID 0000-0002-8452-8472
D Timothy BishopLeeds Institute of Cancer and Pathology, University of Leeds, Leeds, United Kingdom.ORCID 0000-0002-8752-8785
Yohannes Adama MelakuFlinders Health and Medical Research Institute, Adelaide Institute for Sleep Health, Flinders University, Adelaide, South Australia, Australia.ORCID 0000-0002-3051-7313
Brigid M LynchCancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia.ORCID 0000-0001-8060-547X
Daniel D BuchananColorectal Oncogenomics Group, Department of Clinical Pathology, The University of Melbourne, Parkville, Victoria, Australia.ORCID 0000-0003-2225-6675
Cornelia M UlrichHuntsman Cancer Institute, University of Utah, Salt Lake City, Utah.ORCID 0000-0001-7641-059X
Jennifer OseHuntsman Cancer Institute, University of Utah, Salt Lake City, Utah.ORCID 0000-0002-2030-9676
Anita R PeoplesHuntsman Cancer Institute, University of Utah, Salt Lake City, Utah.ORCID 0000-0003-3645-3960
Andrew J PellattDepartment of Cancer Medicine, University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0002-0127-9790
Li LiDepartment of Family Medicine, University of Virginia, Charlottesville, Virginia.ORCID 0000-0003-1802-9517
Matthew A M DevallDepartment of Family Medicine, University of Virginia, Charlottesville, Virginia.ORCID 0000-0001-5943-4397
Peter T CampbellDepartment of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York.ORCID 0000-0002-5549-2036
Demetrius AlbanesDivision of Cancer Epidemiology and Genetics, NCI, NIH, Bethesda, Maryland.ORCID 0000-0001-8330-4293
Stephanie J WeinsteinDivision of Cancer Epidemiology and Genetics, NCI, NIH, Bethesda, Maryland.ORCID 0000-0002-3834-1535
Sonja I BerndtDivision of Cancer Epidemiology and Genetics, NCI, NIH, Bethesda, Maryland.ORCID 0000-0001-5230-0652
Stephen B GruberDepartment of Medical Oncology & Therapeutics Research, City of Hope National Medical Center, Duarte California.ORCID 0000-0001-8656-7822
Edward Ruiz-NarvaezDepartment of Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor, Michigan.ORCID 0000-0002-0339-5824
Mingyang SongDepartments of Epidemiology and Nutrition, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts.ORCID 0000-0002-1324-0316
Amit D JoshiDepartments of Epidemiology and Nutrition, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts.ORCID 0000-0001-7581-6934
David A DrewClinical and Translational Epidemiology Unit and Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-8813-0816
Jessica L PetrickSlone Epidemiology Center at, Boston University, Boston, Massachusetts.ORCID 0000-0001-6580-450X
Andrew T ChanDepartments of Epidemiology and Nutrition, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts.ORCID 0000-0001-7284-6767
Marios GiannakisBroad Institute of Harvard and MIT, Cambridge, Massachusetts.ORCID 0000-0001-9012-6982
Ulrike PetersPublic Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, Washington.ORCID 0000-0001-5666-9318
Li HsuPublic Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, Washington.ORCID 0000-0001-8168-4712
W James GaudermanDepartment of Population and Public Health Sciences and USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California.ORCID 0000-0002-6626-9091
University of Southern California · USFred Hutch Cancer Center · USUniversity of Washington · USCentre international de recherche sur le cancer · FRBellvitge University Hospital · ESCenter for Cancer Research · USGerman Cancer Research Center · DEUniversity of Utah · USAmerican Cancer Society · USBroad Institute · USHarvard University · USJohns Hopkins University · USStanford University · USUniversity of Virginia · USAlbert Einstein College of Medicine · USBoston University · USCancer Care Ontario · CACancer Center of Hawaii · USCancer Council Victoria · AUCentre Hospitalier Universitaire de Nantes · FR

Funding

Translational Bioimaging Core Shared ResourceP30CA015704 · NCI · FRED HUTCHINSON CANCER RESEARCH CENTER · PI Eric Collisson · 1985 to 2026
$296.4M
Translational Research Central ServicesP30CA006973 · NCI · JOHNS HOPKINS UNIVERSITY · PI ALAN KEITH MEEKER · 1985 to 2026
$208.6M
SWOG Foreign AccrualsU10CA037429 · NCI · UNIVERSITY OF TEXAS HLTH SCIENCE CENTER · PI BLANKE, CHARLES D., MEYSKENS, FRANK L. · 1985 to 2014
$205.2M
USC/NORRIS COMPREHENSIVE CANCER CENTER (CORE) SUPPORTP30CA014089 · NCI · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Fumito Ito · 1985 to 2026
$181.4M
Statistical MethodsP01CA087969 · NCI · BRIGHAM AND WOMEN'S HOSPITAL · PI ELIASSEN, A. HEATHER, TAMIMI, RULLA M · 2000 to 2019
$77.8M
Validity of Diet and Activity Measures in WomenP01CA055075 · NCI · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI FUCHS, CHARLES S · 1991 to 2009
$41.8M
UNC-CH CENTER FOR ENVIRONMENTAL HEALTH &SUSCEPTIBILITYP30ES010126 · NIEHS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Hazel B Nichols · 2001 to 2026
$36.3M
UNIV OF NORTH CAROLINA CLINICAL NUTRITION RESEARCH UNITP30DK056350 · NIDDK · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Venkata Saroja Voruganti · 1999 to 2026
$31.6M
PILOT AND FEASIBILITY STUDIESP30DK034987 · NIDDK · UNIV OF NORTH CAROLINA CHAPEL HILL · PI ROBERT S. SANDLER · 1985 to 2026
$30.5M
JH/CIDR Genotyping for Genome-Wide Association StudiesU01HG004438 · NHGRI · JOHNS HOPKINS UNIVERSITY · PI VALLE, DAVID · 2007 to 2011
$24.2M
GENETIC SUSCEPTIBILITY TO CANCER IN MULTIETHNIC COHORTSR01CA063464 · NCI · UNIVERSITY OF SOUTHERN CALIFORNIA · PI HENDERSON, BRIAN E · 2001 to 2005
$23.2M
Multiethnic Cohort Study of Diet and CancerR37CA054281 · NCI · UNIVERSITY OF HAWAII AT MANOA · PI KOLONEL, LAURENCE N. · 2003 to 2012
$23.2M
Intramural NIH HHS Z01 CP010200NCI NIH HHS K05 CA154337NCI NIH HHS P01 CA033619NCI NIH HHS P01 CA055075NCI NIH HHS P01 CA087969NCI NIH HHS P30 CA006973NCI NIH HHS P30 CA014089NCI NIH HHS P30 CA015704NCI NIH HHS R01 CA042182NCI NIH HHS R01 CA048998NCI NIH HHS R01 CA059045NCI NIH HHS R01 CA060987NCI NIH HHS R01 CA063464NCI NIH HHS R01 CA066635NCI NIH HHS R01 CA081488NCI NIH HHS R01 CA136726NCI NIH HHS R01 CA137178NCI NIH HHS R01 CA143237NCI NIH HHS R01 CA151993NCI NIH HHS R01 CA176272NCI NIH HHS R01 CA197350NCI NIH HHS R01 CA201407NCI NIH HHS R01 CA242218NCI NIH HHS R01 CA273198NCI NIH HHS R35 CA197735NCI NIH HHS R37 CA054281NCI NIH HHS U01 CA086308NCI NIH HHS U01 CA122839NCI NIH HHS U01 CA137088NCI NIH HHS U01 CA164930NCI NIH HHS U01 CA167551NCI NIH HHS U01 CA167552NCI NIH HHS U01 CA261339NCI NIH HHS U01 CA261961NCI NIH HHS U10 CA037429NCI NIH HHS U19 CA148107NCI NIH HHS U2C CA252971NCI NIH HHS U54 CA233465NCI NIH HHS UM1 CA167552NCI NIH HHS UM1 CA182883NCI NIH HHS UM1 CA186107NHGRI NIH HHS U01 HG004438NHGRI NIH HHS U01 HG004446NHLBI NIH HHS HHSN268201200008CNHLBI NIH HHS HHSN268201200008INHLBI NIH HHS HHSN268201600001CNHLBI NIH HHS HHSN268201600002CNHLBI NIH HHS HHSN268201600003CNHLBI NIH HHS HHSN268201600004CNHLBI NIH HHS HHSN268201600018CNIA NIH HHS U01 AG018033NIDDK NIH HHS P30 DK034987NIDDK NIH HHS P30 DK056350NIEHS NIH HHS P30 ES010126NIH HHS S10 OD028685World Health Organization 001
6 · The paper itself

Abstract

backgroundHigh red meat and/or processed meat consumption are established colorectal cancer risk factors. We conducted a genome-wide gene-environment (GxE) interaction analysis to identify genetic variants that may modify these associations.

methodsA pooled sample of 29,842 colorectal cancer cases and 39,635 controls of European ancestry from 27 studies were included. Quantiles for red meat and processed meat intake were constructed from harmonized questionnaire data. Genotyping arrays were imputed to the Haplotype Reference Consortium. Two-step EDGE and joint tests of GxE interaction were utilized in our genome-wide scan.

resultsMeta-analyses confirmed positive associations between increased consumption of red meat and processed meat with colorectal cancer risk [per quartile red meat OR = 1.30; 95% confidence interval (CI) = 1.21-1.41; processed meat OR = 1.40; 95% CI = 1.20-1.63]. Two significant genome-wide GxE interactions for red meat consumption were found. Joint GxE tests revealed the rs4871179 SNP in chromosome 8 (downstream of HAS2); greater than median of consumption ORs = 1.38 (95% CI = 1.29-1.46), 1.20 (95% CI = 1.12-1.27), and 1.07 (95% CI = 0.95-1.19) for CC, CG, and GG, respectively. The two-step EDGE method identified the rs35352860 SNP in chromosome 18 (SMAD7 intron); greater than median of consumption ORs = 1.18 (95% CI = 1.11-1.24), 1.35 (95% CI = 1.26-1.44), and 1.46 (95% CI = 1.26-1.69) for CC, CT, and TT, respectively.

conclusionsWe propose two novel biomarkers that support the role of meat consumption with an increased risk of colorectal cancer. IMPACT: The reported GxE interactions may explain the increased risk of colorectal cancer in certain population subgroups.

Indexed as

Colorectal NeoplasmsRed MeatGene-Environment InteractionHumansMeatRisk Factors

Identifiers

PMID38112776
PMCPMC11343583
OpenAlexW4389948140

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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.