Evidence map›Paper›PMID 24845555›Full record

ArticleGenetic epidemiology2014

Efficient generalized least squares method for mixed population and family-based samples in genome-wide association studies.

Jia Li, James Yang, Albert M Levin, Courtney G Montgomery, Indrani Datta, Sheri Trudeau, Indra Adrianto, Paul McKeigue, Michael C Iannuzzi, Benjamin A Rybicki

Open access · greenAbstract read
In one paragraph

Article in Genetic epidemiology, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
0.5field-weighted citation impact, top 32% 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

10 citing papers in PubMed, 12 citations in OpenAlex.

  1. Americas Association of Sarcoidosis and other granulomatous disorders 2024 conference highlights.Sarcoidosis, vasculitis, and diffuse lung diseases : official journal of WASOG · 2025
    Article
  2. Article
  3. Genetics of neurosarcoidosis.Journal of neuroimmunology · 2022
    Review
  4. Epigenetics and sarcoidosis.European respiratory review : an official journal of the European Respiratory Society · 2021
    Review
  5. Article
  6. Review
  7. Article
  8. Article
  9. Genetic, Immunologic, and Environmental Basis of Sarcoidosis.Annals of the American Thoracic Society · 2017
    Review
  10. Association of HLA-DRB1 with Sarcoidosis Susceptibility and Progression in African Americans.American journal of respiratory cell and molecular biology · 2015
    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 5 institutions in 2 countries.

Jia LiDepartment of Public Health Sciences, Henry Ford Health System, Detroit, Michigan, United States of America.
James Yang
Albert M Levin
Courtney G Montgomery
Indrani Datta
Sheri Trudeau
Indra Adrianto
Paul McKeigue
Michael C Iannuzzi
Benjamin A Rybicki
Henry Ford Health System · USMichigan United · USOklahoma Medical Research Foundation · USSUNY Upstate Medical University · USUniversity of Edinburgh · GB

Funding

Institute for Clinical and Translational Research (UL1)UL1RR025005 · NCRR · JOHNS HOPKINS UNIVERSITY · PI FORD, DANIEL ERNEST · 2007 to 2011
$75.8M
UCLA Clinical and Translational Science InstituteUL1TR000124 · NCATS · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI DUBINETT, STEVEN M. · 2012 to 2015
$57.0M
UCLA CLINICAL AND TRANSLATIONAL SCIENCE INSTITUTEUL1RR033176 · NCRR · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI DUBINETT, STEVEN M. · 2011 to 2011
$15.5M
Multi-Ethnic Study of Atherosclerosis (MESA) StudyR01HL071205 · NHLBI · CEDARS-SINAI MEDICAL CENTER · PI ROTTER, JEROME I · 2003 to 2007
$10.4M
Comprehensive Genome Interrogation of African American Sarcoidosis FamiliesR01HL113326 · NHLBI · OKLAHOMA MEDICAL RESEARCH FOUNDATION · PI MONTGOMERY, COURTNEY · 2012 to 2022
$8.7M
SARCOIDOSIS GENETIC LINKAGE CONSORTIUMU01HL060263 · NHLBI · HENRY FORD HEALTH SYSTEM · PI IANNUZZI, MICHAEL C · 1999 to 2003
$6.5M
Molecular Mechanisms and Genetics of AutoimmunityP20GM103456 · NIGMS · OKLAHOMA MEDICAL RESEARCH FOUNDATION · PI GAFFNEY, PATRICK M · 2012 to 2013
$4.8M
Admixture Mapping of Sarcoidosis Genes in African AmericanR01HL092576 · NHLBI · HENRY FORD HEALTH SYSTEM · PI RYBICKI, BENJAMIN A. · 2008 to 2011
$2.9M
African American Sarcoidosis Genetics ResourceRC2HL101499 · NHLBI · OKLAHOMA MEDICAL RESEARCH FOUNDATION · PI MONTGOMERY, COURTNEY · 2009 to 2010
$2.0M
MESA Family StudyR01HL071250 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI LIU, KIANG JOHN · 2003 to 2007
$991k
MESA Family StudyR01HL071258 · NHLBI · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI BURKE, GREGORY L · 2003 to 2007
$918k
MESA Family StudyR01HL071259 · NHLBI · JOHNS HOPKINS UNIVERSITY · PI POST, WENDY S · 2003 to 2007
$878k
NCATS NIH HHS UL1 TR000124NCATS NIH HHS UL1TR000124NCRR NIH HHS UL1 RR025005NCRR NIH HHS UL1-RR-025005NCRR NIH HHS UL1 RR033176NCRR NIH HHS UL1RR033176NHLBI NIH HHS 1RC2HL101499NHLBI NIH HHS R01 HL071051NHLBI NIH HHS R01HL071051NHLBI NIH HHS R01 HL071205NHLBI NIH HHS R01HL071205NHLBI NIH HHS R01 HL071250NHLBI NIH HHS R01HL071250NHLBI NIH HHS R01 HL071251NHLBI NIH HHS R01HL071251NHLBI NIH HHS R01 HL071258NHLBI NIH HHS R01HL071258NHLBI NIH HHS R01 HL071259NHLBI NIH HHS R01HL071259NHLBI NIH HHS R01 HL092576NHLBI NIH HHS R01-HL092576NHLBI NIH HHS R01 HL113326NHLBI NIH HHS R01HL113326NHLBI NIH HHS R01-HL54306NHLBI NIH HHS RC2 HL101499NHLBI NIH HHS U01 HL060263NHLBI NIH HHS U01-HL060263NIAID NIH HHS R56 AI072727NIAID NIH HHS R56-AI072727NIGMS NIH HHS P20 GM103456NIGMS NIH HHS P20GM103456
6 · The paper itself

Abstract

Genome-wide association studies (GWAS) that draw samples from multiple studies with a mixture of relationship structures are becoming more common. Analytical methods exist for using mixed-sample data, but few methods have been proposed for the analysis of genotype-by-environment (G×E) interactions. Using GWAS data from a study of sarcoidosis susceptibility genes in related and unrelated African Americans, we explored the current analytic options for genotype association testing in studies using both unrelated and family-based designs. We propose a novel method-generalized least squares (GLX)-to estimate both SNP and G×E interaction effects for categorical environmental covariates and compared this method to generalized estimating equations (GEE), logistic regression, the Cochran-Armitage trend test, and the WQLS and MQLS methods. We used simulation to demonstrate that the GLX method reduces type I error under a variety of pedigree structures. We also demonstrate its superior power to detect SNP effects while offering computational advantages and comparable power to detect G×E interactions versus GEE. Using this method, we found two novel SNPs that demonstrate a significant genome-wide interaction with insecticide exposure-rs10499003 and rs7745248, located in the intronic and 3' UTR regions of the FUT9 gene on chromosome 6q16.1.

Indexed as

FamilyBlack or African AmericanEnvironmentGenetic Predisposition to DiseaseGenome-Wide Association StudyGenotypeHumansLeast-Squares AnalysisLogistic ModelsModels, GeneticPedigreePolymorphism, Single NucleotideSarcoidosisG×Egene-by-environmentgeneralized least squaresGWASmixed samplessarcoidosis

Identifiers

PMID24845555
PMCPMC4112407
OpenAlexW2146353520

What Socratic holds

Textmetadata
LicenceTDM
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 Socratic graph.