Additional file 2 of Sequence-based GWAS in 180,000 German Holstein cattle reveals new candidate variants for milk production traits

Additional file 2: Figure S1. Genomic inflation factors of MY measured on direct GWAS summary statistics before and after meta-analysis. To check the cause of genomic inflation in meta-analysis summary statistics, one of the animal groups on which we ran direct GWAS was divided into two groups. For each of the two groups, GWAS was run again, and summary statistics were merged into the meta-analysis. Lambda values obtained on meta-analysis summary statistics were higher (λ = 1.20) than ones measured for the same individuals on direct GWAS summary statistics (λ = 0.96). To further check the extent of inflation caused by meta-analysis, the same group of animals was divided again, this time, into four groups. GWAS was run for each of the groups and results were merged into the meta-analysis. Lambda values were even higher this time (λ = 1.57). The figure was created in BioRender. Falker-Gieske, C. (2025) https://BioRender.com/b52m739

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Publication Details

Journal
Figshare
Published
2025-01-01
DOI
https://doi.org/10.6084/m9.figshare.28348398.v1
Primary Topic
Milk Quality and Mastitis in Dairy Cows
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article
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article

Additional file 2 of Sequence-based GWAS in 180,000 German Holstein cattle reveals new candidate variants for milk production traits

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Milk Quality and Mastitis in Dairy Cows
article

Additional file 2 of Sequence-based GWAS in 180,000 German Holstein cattle reveals new candidate variants for milk production traits

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Abstract

Additional file 2: Figure S1. Genomic inflation factors of MY measured on direct GWAS summary statistics before and after meta-analysis. To check the cause of genomic inflation in meta-analysis summary statistics, one of the animal groups on which we ran direct GWAS was divided into two groups. For each of the two groups, GWAS was run again, and summary statistics were merged into the meta-analysis. Lambda values obtained on meta-analysis summary statistics were higher (λ = 1.20) than ones measured for the same individuals on direct GWAS summary statistics (λ = 0.96). To further check the extent of inflation caused by meta-analysis, the same group of animals was divided again, this time, into four groups. GWAS was run for each of the groups and results were merged into the meta-analysis. Lambda values were even higher this time (λ = 1.57). The figure was created in BioRender. Falker-Gieske, C. (2025) https://BioRender.com/b52m739

Figshare
University of Hohenheim (DE), Friedrich-Loeffler-Institut (DE), La Trobe University (AU), Christian-Albrechts-Universität zu Kiel (DE), AgriBio (AU), University of Göttingen (DE)
Openalex Percentile: Top 48%
Milk Quality and Mastitis in Dairy Cows
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