Related Experiment Video
Updated: Jan 16, 2026

Large-Scale Multi-Omics Genome-Wide Association Studies Mo-GWAS: Guidelines for Sample Preparation and Normalization
Published on: July 27, 2021
Strong Linkage Disequilibrium and Proxy Effect of PPP1R16A rs109146371 for DGAT1 K232A in Japanese Holstein Cattle
Yoshiyuki Akiyama1, Takaaki Ando1,2, Nobuhiro Nozaki1
1Joint Graduate School of Veterinary Medicine, Kagoshima University, Kagoshima 890-8580, Japan.
Background/Objectives:
DGAT1 p. K232A (rs109234250) is a well-established causal variant influencing milk fat and protein content in dairy cattle, but it is often absent from commercial genotyping arrays. PPP1R16A rs109146371 frequently appears as a top signal in genome-wide association studies (GWAS) for milk traits. This study aimed to evaluate the linkage disequilibrium (LD) between these two variants in Japanese Holsteins and assess whether rs109146371 exerts an independent effect on milk traits.
Methods:
A total of 256 Japanese Holstein cows were genotyped for DGAT1 p. K232A and PPP1R16A rs109146371 using TaqMan SNP assays. LD statistics (r2, D') were computed, and linear mixed-effects models were used to evaluate associations with 305-day milk yield, fat percentage, protein percentage, and solids-not-fat (SNF) percentage. Likelihood ratio tests were conducted to assess the independence of SNP effects.
Results:
Strong LD was observed between DGAT1 p. K232A and PPP1R16A rs109146371 (r2 = 0.91, D' = 0.9962). Both SNPs showed significant associations with all milk production traits; however, model comparisons indicated that rs109146371 did not improve model fit when K232A was included, suggesting no independent effect.
Conclusions:
PPP1R16A rs109146371 serves as a proxy for DGAT1 K232A rather than an independent determinant of milk traits.
More Related Videos
05:53Candidate Gene Testing in Clinical Cohort Studies with Multiplexed Genotyping and Mass Spectrometry
Published on: June 21, 2018
11:35Screening for Functional Non-coding Genetic Variants Using Electrophoretic Mobility Shift Assay EMSA and DNA-affinity Precipitation Assay DAPA
Published on: August 21, 2016
Related Concept Videos
Incomplete Dominance
Genome-wide Association Studies-GWAS
GWAS does not require the identification of the target gene involved in...
Single Nucleotide Polymorphisms-SNPs
Epistasis Analysis
Exon Recombination
Exon shuffling follows “splice frame rules.” Each exon...
Pleiotropy