Evidence map›Paper›PMID 35512400›Full record

ArticleJournal of the National Cancer Institute2022

Genome-Wide Interaction Analysis of Genetic Variants With Menopausal Hormone Therapy for Colorectal Cancer Risk.

Yu Tian, Andre E Kim, Stephanie A Bien, Yi Lin, Conghui Qu, Tabitha A Harrison, Robert Carreras-Torres, Virginia Díez-Obrero, Niki Dimou, David A Drew and 67 more

Registry-linked trialOpen access · bronzeAbstract read
In one paragraph

Article in Journal of the National Cancer Institute, 2022. 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 6 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed, 1 pooled it
0.7field-weighted citation impact, top 26% 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

6 citing papers in PubMed, 1 synthesis or guideline pooled it, 4 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Article
  4. Article
  5. Menopause and gastrointestinal health and disease.Nature reviews. Gastroenterology & hepatology · 2025
    Review
  6. 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

77 authors at 20 institutions in 15 countries.

Yu TianDivision of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.ORCID 0000-0001-7218-5954
Andre E KimDivision of Biostatistics, Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.ORCID 0000-0003-1217-5249
Stephanie A BienPublic Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
Yi LinPublic Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
Conghui QuPublic Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
Tabitha A HarrisonPublic Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
Robert Carreras-TorresColorectal Cancer Group, ONCOBELL Program, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain.ORCID 0000-0002-2925-734X
Virginia Díez-ObreroColorectal Cancer Group, ONCOBELL Program, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain.
Niki DimouNutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France.
David A DrewClinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.ORCID 0000-0002-8813-0816
Akihisa HidakaPublic Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
Jeroen R HuyghePublic Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.ORCID 0000-0001-6027-9806
Kristina M JordahlPublic Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.ORCID 0000-0001-5165-5769
John MorrisonDivision of Biostatistics, Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Neil MurphyNutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France.ORCID 0000-0003-3347-8249
Mireia Obón-SantacanaColorectal Cancer Group, ONCOBELL Program, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain.
Cornelia M UlrichHuntsman Cancer Institute, Salt Lake City, UT, USA.ORCID 0000-0001-7641-059X
Jennifer OseHuntsman Cancer Institute, Salt Lake City, UT, USA.ORCID 0000-0002-2030-9676
Anita R PeoplesHuntsman Cancer Institute, Salt Lake City, UT, USA.ORCID 0000-0003-3645-3960
Edward A Ruiz-NarvaezDepartment of Nutritional Sciences, University of Michigan School of Public Health, Ann Arbor, MI, USA.ORCID 0000-0002-0339-5824
Anna ShcherbinaBiomedical Informatics Program, Department of Biomedical Data Sciences, Stanford University, Stanford, CA, USA.
Mariana C SternDivision of Biostatistics, Department of Population and Public Health Sciences & USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Yu-Ru SuPublic Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
Franzel J B van DuijnhovenDivision of Human Nutrition and Health, Wageningen University & Research, Wageningen, The Netherlands.ORCID 0000-0001-8367-2352
Volker ArndtDivision of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.ORCID 0000-0001-9320-8684
James W BaurleyBioinformatics and Data Science Research Center, Bina Nusantara University, Jakarta, Indonesia.
Sonja I BerndtDivision of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
D Timothy BishopLeeds Institute of Cancer and Pathology, University of Leeds, Leeds, UK.ORCID 0000-0002-8752-8785
Hermann BrennerDivision of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.ORCID 0000-0002-6129-1572
Daniel D BuchananColorectal Oncogenomics Group, Department of Clinical Pathology, The University of Melbourne, Parkville, Victoria, Australia.ORCID 0000-0003-2225-6675
Andrew T ChanClinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
Jane C FigueiredoDepartment of Medicine, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA.ORCID 0000-0001-8040-3341
Steven GallingerLunenfeld Tanenbaum Research Institute, Mount Sinai Hospital, University of Toronto, Toronto, Ontario, Canada.
Stephen B GruberDivision of Biostatistics, Department of Population and Public Health Sciences & USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.ORCID 0000-0001-8656-7822
Sophia HarlidDepartment of Radiation Sciences, Oncology Unit, Umeå University, Umeå, Sweden.ORCID 0000-0001-8540-6891
Michael HoffmeisterDivision of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.ORCID 0000-0002-8307-3197
Mark A JenkinsCentre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia.ORCID 0000-0002-8964-6160
Amit D JoshiDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA.
Temitope O KekuCenter for Gastrointestinal Biology and Disease, University of North Carolina, Chapel Hill, NC, USA.
Susanna C LarssonInstitute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden.ORCID 0000-0003-0118-0341
Loic Le MarchandUniversity of Hawaii Cancer Center, Honolulu, HI, USA.ORCID 0000-0001-5013-980X
Li LiDepartment of Family Medicine, University of Virginia, Charlottesville, VA, USA.ORCID 0000-0003-1802-9517
Graham G GilesCentre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia.ORCID 0000-0003-4946-9099
Roger L MilneCentre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia.ORCID 0000-0001-5764-7268
Hongmei NanDepartment of Global Health, Richard M. Fairbanks School of Public Health, Indianapolis, IN, USA.
Rami NassirDepartment of Pathology, School of Medicine, Umm Al-Qura'a University, Mecca, Saudi Arabia.ORCID 0000-0001-9914-7851
Shuji OginoBroad Institute of Harvard and MIT, Cambridge, MA, USA.ORCID 0000-0002-3909-2323
Arif BudiartoBioinformatics and Data Science Research Center, Bina Nusantara University, Jakarta, Indonesia.ORCID 0000-0001-8875-6694
Elizabeth A PlatzDepartment of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.ORCID 0000-0003-3676-8954
John D PotterPublic Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.ORCID 0000-0001-5439-1500
Ross L PrenticePublic Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
Gad RennertDepartment of Community Medicine and Epidemiology, Lady Davis Carmel Medical Center, Haifa, Israel.
Lori C SakodaPublic Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.ORCID 0000-0002-0900-5735
Robert E SchoenDepartment of Medicine and Epidemiology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA.ORCID 0000-0001-7153-2766
Martha L SlatteryDepartment of Internal Medicine, University of Utah, Salt Lake City, UT, USA.ORCID 0000-0002-1655-6543
Stephen N ThibodeauDivision of Laboratory Genetics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.
Bethany Van GuelpenDepartment of Radiation Sciences, Oncology Unit, Umeå University, Umeå, Sweden.ORCID 0000-0002-9692-101X
Kala VisvanathanDepartment of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.ORCID 0000-0002-0582-8005
Emily WhitePublic Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
Alicja WolkInstitute of Environmental Medicine, Karolinska Institute, Stockholm, Sweden.ORCID 0000-0001-7387-6845
Michael O WoodsMemorial University of Newfoundland, Discipline of Genetics, St. John's, NL,Canada.
Anna H WuDepartment of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.ORCID 0000-0003-0546-902X
Peter T CampbellDepartment of Population Science, American Cancer Society, Atlanta, GA, USA.
Graham CaseyCenter for Public Health Genomics, University of Virginia, Charlottesville, VA, USA.
David V ContiDivision of Biostatistics, Department of Population and Public Health Sciences & USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Marc J GunterNutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France.
Anshul KundajeDepartment of Genetics, Stanford University, Stanford, CA, USA.ORCID 0000-0003-3084-2287
Juan Pablo LewingerDivision of Biostatistics, Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Victor MorenoColorectal Cancer Group, ONCOBELL Program, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain.ORCID 0000-0002-2818-5487
Polly A NewcombPublic Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
Bens PardameanBioinformatics and Data Science Research Center, Bina Nusantara University, Jakarta, Indonesia.ORCID 0000-0002-7404-9005
Duncan C ThomasDivision of Biostatistics, Department of Population and Public Health Sciences & USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.ORCID 0000-0002-6040-8804
Konstantinos K TsilidisDepartment of Epidemiology and Biostatistics, Imperial College London, School of Public Health, London, UK.ORCID 0000-0002-8452-8472
Ulrike PetersPublic Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
W James GaudermanDivision of Biostatistics, Department of Population and Public Health Sciences & USC Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Li HsuPublic Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
Jenny Chang-ClaudeDivision of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.ORCID 0000-0001-8919-1971
University of Southern California · USFred Hutch Cancer Center · USUniversity of Washington · USBellvitge University Hospital · ESGerman Cancer Research Center · DEUniversity of Utah · USBinus University · IDCentre international de recherche sur le cancer · FRThe University of Melbourne · AUBroad Institute · USHarvard University · USJohns Hopkins University · USKarolinska Institutet · SEStanford University · USUmeå University · SEUniversity of Virginia · USAmerican Cancer Society · USKaiser Permanente · USKaiser Permanente Washington Health Research Institute · USMayo Clinic · US

Funding

Translational Bioimaging Core Shared ResourceP30CA015704 · NCI · FRED HUTCHINSON CANCER RESEARCH CENTER · PI Eric Collisson · 1985 to 2026
$296.4M
PLCO Trial Etiologic and Early Marker StudyZIACP010152 · NCI · DIVISION OF CANCER EPIDEMIOLOGY AND GENETICS · PI MOORE, STEVEN · 2009 to 2025
$29.9M
Statistical Methods for Integrative Genomics in CancerP01CA196569 · NCI · UNIVERSITY OF SOUTHERN CALIFORNIA · PI David V Conti · 2016 to 2026
$25.5M
JH/CIDR Genotyping for Genome-Wide Association StudiesU01HG004438 · NHGRI · JOHNS HOPKINS UNIVERSITY · PI VALLE, DAVID · 2007 to 2011
$24.2M
Molecular pathological epidemiology of colorectal cancerU01CA137088 · NCI · FRED HUTCHINSON CANCER RESEARCH CENTER · PI PETERS, ULRIKE · 2009 to 2018
$21.8M
Transdisciplinary Team Science in Colorectal Cancer Prognosis: the ColoCare StudyU01CA206110 · NCI · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI Jane C. Figueiredo, Christopher I Li · 2016 to 2026
$18.6M
Data sharing: the Colon Cancer Family Registry CohortU01CA167551 · NCI · UNIVERSITY OF MELBOURNE · PI Daniel David BUCHANAN, Steven Gallinger · 2018 to 2026
$16.8M
Institute of Translational Health SciencesKL2TR000421 · NCATS · UNIVERSITY OF WASHINGTON · PI DISIS, MARY L. · 2012 to 2016
$12.6M
Detection of Colorectal Cancer Susceptibility Loci Using Genome-Wide SequencingU01CA164930 · NCI · FRED HUTCHINSON CANCER RESEARCH CENTER · PI PETERS, ULRIKE · 2012 to 2015
$12.4M
Genome-Wide Association Study of Nonsynonymous SNPs in Colon CancerR01CA059045 · NCI · FRED HUTCHINSON CANCER RESEARCH CENTER · PI PETERS, ULRIKE · 1994 to 2011
$11.5M
Genome Wide Association Coordinating CenterU01HG004446 · NHGRI · UNIVERSITY OF WASHINGTON · PI WEIR, BRUCE S. · 2007 to 2011
$6.6M
Discovery and verification of novel biomarkers of colorectal cancer recurrenceR01CA189184 · NCI · FRED HUTCHINSON CANCER RESEARCH CENTER · PI LI, CHRISTOPHER I, ULRICH, CORNELIA M · 2015 to 2020
$5.6M
Cancer Research UK 14136Cancer Research UK 19167Medical Research Council MR/M012190/1NCATS NIH HHS KL2 TR000421NCI NIH HHS K05 CA154337NCI NIH HHS P01 CA196569NCI NIH HHS P30 CA015704NCI NIH HHS R01 CA059045NCI NIH HHS R01 CA189184NCI NIH HHS R01 CA207371NCI NIH HHS U01 CA137088NCI NIH HHS U01 CA164930NCI NIH HHS U01 CA167551NCI NIH HHS U01 CA206110NCI NIH HHS Z01 CP010200NHGRI NIH HHS U01 HG004438NHGRI NIH HHS U01 HG004446NHLBI NIH HHS HHSN268201100046CNHLBI NIH HHS HHSN268201200008CNHLBI NIH HHS HHSN268201200008INIA NIH HHS HHSN271201100004CNIEHS NIH HHS T32 ES013678NIH HHS P01 CA074184NIH HHS S10 OD028685WHI NIH HHS HHSN268201100001CWHI NIH HHS HHSN268201100002CWHI NIH HHS HHSN268201100003CWHI NIH HHS HHSN268201100004CWorld Health Organization 001
6 · The paper itself

Abstract

backgroundThe use of menopausal hormone therapy (MHT) may interact with genetic variants to influence colorectal cancer (CRC) risk.

methodsWe conducted a genome-wide, gene-environment interaction between single nucleotide polymorphisms and the use of any MHT, estrogen only, and combined estrogen-progestogen therapy with CRC risk, among 28 486 postmenopausal women (11 519 CRC patients and 16 967 participants without CRC) from 38 studies, using logistic regression, 2-step method, and 2- or 3-degree-of-freedom joint test. A set-based score test was applied for rare genetic variants.

resultsThe use of any MHT, estrogen only and estrogen-progestogen were associated with a reduced CRC risk (odds ratio [OR] = 0.71, 95% confidence interval [CI] = 0.64 to 0.78; OR = 0.65, 95% CI = 0.53 to 0.79; and OR = 0.73, 95% CI = 0.59 to 0.90, respectively). The 2-step method identified a statistically significant interaction between a GRIN2B variant rs117868593 and MHT use, whereby MHT-associated CRC risk was statistically significantly reduced in women with the GG genotype (OR = 0.68, 95% CI = 0.64 to 0.72) but not within strata of GC or CC genotypes. A statistically significant interaction between a DCBLD1 intronic variant at 6q22.1 (rs10782186) and MHT use was identified by the 2-degree-of-freedom joint test. The MHT-associated CRC risk was reduced with increasing number of rs10782186-C alleles, showing odds ratios of 0.78 (95% CI = 0.70 to 0.87) for TT, 0.68 (95% CI = 0.63 to 0.73) for TC, and 0.66 (95% CI = 0.60 to 0.74) for CC genotypes. In addition, 5 genes in rare variant analysis showed suggestive interactions with MHT (2-sided P < 1.2 × 10-4).

conclusionGenetic variants that modify the association between MHT and CRC risk were identified, offering new insights into pathways of CRC carcinogenesis and potential mechanisms involved.

Indexed as

Colorectal NeoplasmsProgestinsCase-Control StudiesEstrogensFemaleHumansMenopausePolymorphism, Single NucleotideRisk FactorsEstrogensProgestins

Identifiers

PMID35512400
PMCPMC9360460
OpenAlexW4226003869

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