Evidence map›Paper›PMID 28301549›Full record

ArticlePloS one2017

A comprehensive survey of genetic variation in 20,691 subjects from four large cohorts.

Sara Lindström, Stephanie Loomis, Constance Turman, Hongyan Huang, Jinyan Huang, Hugues Aschard, Andrew T Chan, Hyon Choi, Marilyn Cornelis, Gary Curhan and 18 more

Abstract read
In one paragraph

Article in PloS one, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 70 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
70citing papers in PubMed, 3 pooled it
–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

70 citing papers in PubMed, 3 syntheses or guidelines pooled it.

  1. Pooled it
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  19. The Breast Tumor Immune Microenvironment of DNA Double-Strand Break Repair Pathogenic Variant Carriers Is Enriched with Tumor-Associated Macrophages.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2025
    Article
  20. CHRNA5-A3-B4, CYP2A6, and DBH Genetic Associations With Smoking Cessation Throughout Adulthood Within Two Longitudinal Studies of Women.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2025
    Article

10 more citing papers are in PubMed but not listed here.

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

28 authors.

Sara LindströmProgram in Genetic Epidemiology and Statistical Genetics, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America.ORCID http://orcid.org/0000-0002-7137-7281
Stephanie LoomisDepartment of Ophthalmology, Harvard Medical School, Massachusetts Eye and Ear Infirmary, Boston, MA, United States of America.
Constance TurmanProgram in Genetic Epidemiology and Statistical Genetics, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America.
Hongyan HuangProgram in Genetic Epidemiology and Statistical Genetics, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America.
Jinyan HuangProgram in Genetic Epidemiology and Statistical Genetics, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America.
Hugues AschardProgram in Genetic Epidemiology and Statistical Genetics, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America.
Andrew T ChanGastrointestinal Unit, Massachusetts General Hospital, Boston, MA, United States of America.
Hyon ChoiSection of Rheumatology and Clinical Epidemiology Unit, Boston University School of Medicine, Boston, MA, United States of America.
Marilyn CornelisDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States of America.
Gary CurhanChanning Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States of America.
Immaculata De VivoProgram in Genetic Epidemiology and Statistical Genetics, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America.
A Heather EliassenDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America.
Charles FuchsChanning Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States of America.
Michael GazianoDivision of Aging, Department of Medicine, Brigham and Women's Hospital, Boston, MA, United States of America.
Susan E HankinsonDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America.
Frank HuDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America.
Majken JensenChanning Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States of America.
Jae H KangChanning Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States of America.
Christopher KabrhelChanning Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States of America.
Liming LiangProgram in Genetic Epidemiology and Statistical Genetics, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America.
Louis R PasqualeDepartment of Ophthalmology, Harvard Medical School, Massachusetts Eye and Ear Infirmary, Boston, MA, United States of America.
Eric RimmDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America.
Meir J StampferDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America.
Rulla M TamimiDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America.
Shelley S TworogerDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America.
Janey L WiggsDepartment of Ophthalmology, Harvard Medical School, Massachusetts Eye and Ear Infirmary, Boston, MA, United States of America.
David J HunterProgram in Genetic Epidemiology and Statistical Genetics, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America.
Peter KraftProgram in Genetic Epidemiology and Statistical Genetics, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America.

Funding

Statistical MethodsP01CA087969 · NCI · BRIGHAM AND WOMEN'S HOSPITAL · PI TWOROGER, SHELLEY S · 2000 to 2019
$77.8M
Validity of Diet and Activity Measures in WomenP01CA055075 · NCI · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI WILLETT, WALTER C. · 1991 to 2009
$41.8M
Risk Factors for Breast Cancer in Younger NursesR01CA050385 · NCI · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI ELIASSEN, A. HEATHER, WILLETT, WALTER C. · 1989 to 2019
$32.3M
Long Term Multidisciplinary Study of Cancer in Women: The Nurses Health StudyUM1CA186107 · NCI · BRIGHAM AND WOMEN'S HOSPITAL · PI ELIASSEN, A. HEATHER, STAMPFER, MEIR · 2014 to 2023
$22.3M
Life Course Cancer Epidemiology Cohort in WomenUM1CA176726 · NCI · HARVARD SCHOOL OF PUBLIC HEALTH · PI WILLETT, WALTER C. · 2013 to 2017
$15.7M
P30 Core Grant for Vision ResearchP30EY014104 · NEI · MASSACHUSETTS EYE AND EAR INFIRMARY · PI Eric A Pierce · 2002 to 2026
$15.1M
RISK FACTORS FOR CVD IN WOMENR01HL034594 · NHLBI · TULANE UNIVERSITY OF LOUISIANA · PI JoAnn Elisabeth Manson, Lu Qi · 1985 to 2026
$13.8M
Dietary Etiology of Heart DiseaseR01HL035464 · NHLBI · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI ERIC B RIMM, Qi Sun · 1986 to 2026
$13.6M
Premonopausal Hormone Levels and Risk of Breast CancerR01CA067262 · NCI · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI HANKINSON, SUSAN E · 2002 to 2011
$11.9M
BIOCHEMICAL MARKERS IN THE NURSES'HEALTH STUDY COHORTR01CA049449 · NCI · BRIGHAM AND WOMEN'S HOSPITAL · PI HANKINSON, SUSAN E · 1989 to 2008
$11.3M
Statistical Methods for Analysis of Massive Genetic and Genomic Data in Cancer ResearchR35CA197449 · NCI · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI XIHONG LIN · 2015 to 2026
$10.9M
Risk Factors for Ischemic Stroke in WomenR01HL088521 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI REXRODE, KATHRYN M · 2008 to 2025
$9.9M
NCI NIH HHS P01 CA055075NCI NIH HHS P01 CA087969NCI NIH HHS R01 CA049449NCI NIH HHS R01 CA050385NCI NIH HHS R01 CA067262NCI NIH HHS R01 CA131332NCI NIH HHS R03 CA165131NCI NIH HHS R35 CA197449NCI NIH HHS U01 CA210171NCI NIH HHS UM1 CA176726NCI NIH HHS UM1 CA186107NEI NIH HHS P30 EY014104NEI NIH HHS R01 EY015473NEI NIH HHS R01 EY020928NEI NIH HHS R01 EY022305NHGRI NIH HHS U01 HG004728NHLBI NIH HHS R01 HL034594NHLBI NIH HHS R01 HL035464NHLBI NIH HHS R01 HL088521NHLBI NIH HHS R01 HL116854NIDCD NIH HHS R03 DC013373NIDDK NIH HHS P01 DK070756
6 · The paper itself

Abstract

The Nurses' Health Study (NHS), Nurses' Health Study II (NHSII), Health Professionals Follow Up Study (HPFS) and the Physicians Health Study (PHS) have collected detailed longitudinal data on multiple exposures and traits for approximately 310,000 study participants over the last 35 years. Over 160,000 study participants across the cohorts have donated a DNA sample and to date, 20,691 subjects have been genotyped as part of genome-wide association studies (GWAS) of twelve primary outcomes. However, these studies utilized six different GWAS arrays making it difficult to conduct analyses of secondary phenotypes or share controls across studies. To allow for secondary analyses of these data, we have created three new datasets merged by platform family and performed imputation using a common reference panel, the 1,000 Genomes Phase I release. Here, we describe the methodology behind the data merging and imputation and present imputation quality statistics and association results from two GWAS of secondary phenotypes (body mass index (BMI) and venous thromboembolism (VTE)). We observed the strongest BMI association for the FTO SNP rs55872725 (β = 0.45, p = 3.48x10-22), and using a significance level of p = 0.05, we replicated 19 out of 32 known BMI SNPs. For VTE, we observed the strongest association for the rs2040445 SNP (OR = 2.17, 95% CI: 1.79-2.63, p = 2.70x10-15), located downstream of F5 and also observed significant associations for the known ABO and F11 regions. This pooled resource can be used to maximize power in GWAS of phenotypes collected across the cohorts and for studying gene-environment interactions as well as rare phenotypes and genotypes.

Indexed as

Genetic VariationAlpha-Ketoglutarate-Dependent Dioxygenase FTOBody Mass IndexCohort StudiesGenome-Wide Association StudyHumansPolymorphism, Single NucleotideVenous ThromboembolismAlpha-Ketoglutarate-Dependent Dioxygenase FTOFTO protein, human

Identifiers

PMID28301549
PMCPMC5354293

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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.