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Updated: Sep 25, 2025

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Large-Scale Multi-Omics Genome-Wide Association Studies Mo-GWAS: Guidelines for Sample Preparation and Normalization
Published on: July 27, 2021
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GWAS of Hematuria
Sarah A Gagliano Taliun1,2,3, Patrick Sulem4, Gardar Sveinbjornsson4
1Department of Medicine, Université de Montréal, Montreal, Quebec, Canada.
Summary
This study identified six genetic loci associated with hematuria, including novel variants in COL4A4-COL4A3 and HLA-B. These findings advance our understanding of the genetic underpinnings of hematuria.
Area of Science:
- Genetics
- Nephrology
- Genomics
Background:
- Glomerular hematuria can stem from various causes, with genetic factors like Alport syndrome and IgA nephropathy playing a role.
- Identifying genetic variants associated with hematuria is crucial for understanding its pathogenesis and developing targeted therapies.
Purpose of the Study:
- To identify genetic variants linked to hematuria in a large cohort.
- To investigate the genetic architecture of glomerular hematuria and discover novel associated loci.
Main Methods:
- Utilized summary statistics from the UK Biobank, focusing on White British participants.
- Employed conditional analysis to identify independent genetic signals at the COL4A4-COL4A3 and HLA loci.
- Reimputed genetic data using the Trans-Omics for Precision Medicine Program.
Main Results:
- Six loci (PDPN, COL4A4-COL4A3, HLA-B, SORL1, PLLP, and TGFB1) met genome-wide significance for association with hematuria.
- A significant association was found with COL4A4 p.Ser969X and independent variants in COL4A3 and COL4A4.
- The HLA-B*0801 haplotype showed a strong association with hematuria.
Conclusions:
- The study successfully identified six genetic loci associated with hematuria.
- Independent variants within the COL4A4-COL4A3 locus and the HLA-B gene were confirmed.
- Three novel loci, including an intronic variant in PDPN, were reported, highlighting new genetic factors in hematuria.
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