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Division of Genomic Medicine

A Catalog of Published Genome-Wide Association Studies

Update (5/12/15): The NHGRI-EBI GWAS Catalog has moved to the European Molecular Biology Laboratory-European Bioinformatics Institute (EMBL-EBI) at Users may now find the new search interface and updated content at this site.  Questions about the GWAS Catalog may be directed to

Why has the catalog moved to EMBL-EBI?
From September 2010 to the present, delivery and development of the Catalog has been a collaborative project between EMBL-EBI and NHGRI. In March 2015 the Catalog infrastructure moved to EMBL-EBI to enable delivery of an improved user interface, including ontology driven Catalog searching, and new curatorial infrastructure, supporting improved QC processes. Catalog content available through this original GWAS Catalog website was last updated on February 20th 2015 with all previous and updated content available at EMBL-EBI. 


Sound file Current uses of and future directions for the Genome-Wide Association Studies Catalog
On Thursday, July 18th, 2013, the Division of Genomic Medicine held a webinar to highlight current uses and explore  priorities and future directions for the GWAS catalog. See archived video and presentations.

The NHGRI GWAS Catalog, a curated resource of SNP-trait associationsPDF file
Click here to read our recent article from the Nucleic Acids Research Database Issue.

Potential etiologic and functional implications of genome-wide association loci for human diseases and traitsPDF file
Click here to read our Proceedings of the Academy of Sciences (PNAS) article on catalog methods and analysis.


Published Genome-Wide Associations
Credit: Darryl Leja and Teri Manolio, NHGRI; Tony Burdett, Dani Welter, and Helen Parkinson, EBI

An archived tab-delimited file of the GWAS Catalog content prior to the EBI transition is available here: Tab Delimited File

The genome-wide association study (GWAS) publications listed here include a primary GWAS analysis, defined as array-based genotyping and analysis of 100,000+ pre-QC SNPs selected to tag variation across the genome and without regard to gene content.  GWAS data from published studies which are incorporated into new GWAS analyses are eligible, provided they meet the other criteria.  Studies imputing sequencing data to genotyping arrays are eligible as long as the arrays include sufficient genome-wide coverage so that the post-imputation analysis meets the definition of a GWAS analysis, as described above. Customized gene-based arrays without a clearly described GWAS backbone, including those selected to replicate published GWAS findings (e.g., Metabochip, Immunochip, etc.) are not eligible.  Publications are organized from most to least recent date of publication, indexing from online publication if available. Studies are identified through weekly PubMed literature searches, daily NIH-distributed compilations of news and media reports, and occasional comparisons with an existing database of GWAS literature (HuGE Navigator).

Gene names and risk alleles are those reported by the authors in the original paper. Only one SNP within a gene or region of high linkage disequilibrium is recorded unless there was evidence of independent association.

Occasionally the term "pending" is used to denote one or more studies that we identified as an eligible GWAS, but for which SNP information has not yet been extracted; studies of CNVs are also noted as pending

How to cite the NHGRI GWAS Catalog:
Hindorff LA, MacArthur J (European Bioinformatics Institute), Morales J (European Bioinformatics Institute), Junkins HA, Hall PN, Klemm AK, and Manolio TA. A Catalog of Published Genome-Wide Association Studies. Available at: Accessed [date of access].

How to cite the NHGRI GWAS Catalog paper:
Welter D, MacArthur J, Morales J, Burdett T, Hall P, Junkins H, Klemm A, Flicek P, Manolio T, Hindorff L, and Parkinson H. The NHGRI GWAS Catalog, a curated resource of SNP-trait associations. Nucleic Acids Research, 2014, Vol. 42 (Database issue): D1001-D1006.

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Notice: The updated Catalog content may now be searched at

An archived, tab-delimited file of the GWAS Catalog content prior to the EBI transition is available here: Tab Delimited File

Date Added to Catalog (since 11/25/08) First Author/Date/ Journal/Study Disease/Trait Initial
Sample Description
Replication Sample Description Region Reported Gene(s) Mapped Gene(s) Strongest SNP-Risk Allele Context Risk Allele Frequency in Controls P-value
OR or beta-coefficient and [95% CI]
[SNPs passing QC]
08/21/13 Nalls MA
July 01, 2011
PLoS Genet
Multiple loci are associated with white blood cell phenotypes.
White blood cell count 19,509 European ancestry individuals 11,823 European ancestry individuals 17q21.1 CSF3, PSMD3, GSDM1, MED24, GSDMB, ORMDL3, GSDMA, SNORD124, THRA, NR1D1 PSMD3 - CSF3 rs4794822-T 9 x 10-35 (WBC) .0218 [0.018-0.025] unit increase Illumina & Affymetrix
[>2.4 million](Imputed)
17q21.1 GSDMB,ORMDL3,GSDMA,PSMD3,CSF3,MED24,SNORD124,THRA,NR1D1 PSMD3 - CSF3 rs8078723-T 2 x 10-31 (Neutrophils) .0407 [0.034-0.048] unit decrease
2q31.3 ITGA4,CERKL MIR4437 - ITGA4 rs1449263-T 3 x 10-23 (Monocytes) .0363 [0.029-0.044] unit increase
9q31.3 EDG2,OR2K2 RNY4P18 - MIR7702 rs10980800-T 2 x 10-22 (Monocytes) .042 [0.034-0.050] unit decrease
8q24.21 MLZE,FAM49B MIR3686 - GSDMC rs10098310-A 3 x 10-20 (Monocytes) .0338 [0.027-0.041] unit decrease
3q21.3 LOC90246,C3orf27,RPN1 C3orf27 - RPN1 rs4328821-A 4 x 10-13 (Basophils) .01 [0.0073-0.0127] unit increase
6p21.33 MUC21,HCG22,C6orf15,CDSN,PSORS1C1,PSORS1C2,CCHCR1 TRNAI25 rs2517510-T 4 x 10-13 (WBC) .0129 [0.0094-0.0164] unit decrease
3q21.3 GATA2,LOC90246,C3orf27,RPN1 C3orf27 - RPN1 rs9880192-C 6 x 10-13 (Monocytes) .028 [0.020-0.036] unit decrease
19p13.11 C19orf44,EPS15L1,CALR3 EPS15L1 rs10411936-A intron 3 x 10-12 (Lymphocytes) .0152 [0.011-0.020] unit increase
6p21.33 PSORS1C3,HCG27,HLA-C, HLA-B - rs2524079-A 1 x 10-11 (Lymphocytes) .0148 [0.010-0.019] unit increase

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Catalog Data Last Updated: February 20, 2015
Web Page Text Last Updated: September 16, 2015