Journal of Dairy ScienceGenomicsPeer-reviewed journal article
The genetic architecture of milk urea concentration in dairy cattle differs across the lactation cycle
Qiongyu HeiD, Stefan VasiljeviciD, Naveen Kumar KadriiD, Natasha WatsoniD, Patrick StratziD, Xena Marie MapeliD, Alexander S. LeonardiD, Franz R. SeefriediD, Hubert PauschiD
Abstract
Milk urea concentration (MUC) is an indicator of dietary protein utilization and nitrogen use efficiency in dairy cows. We performed genome-wide association studies (GWAS) on MUC in early, mid, and late lactation in the Holstein (HOL) and Brown Swiss (BSW) dairy cattle breeds using imputed sequence variants. We identified 11 and 17 independent quantitative trait loci (QTL) for MUC across the three lactation stages in BSW and HOL, respectively. While many of these QTL have previously been reported for MUC and other dairy traits, our study provides evidence that some QTL exert lactation-stage specific effects. Our findings suggest that variants at the DGAT1 locus on BTA14 have pleiotropic effects on MUC and other dairy traits. This QTL showed an early lactation-specific association with MUC but impacted milk and fat yield across the entire lactation. We fine-mapped two QTL for MUC in early and mid-lactation in BSW on BTA9 (lead SNP: 9:21392941, Pcorrected = 1.1E-17) and BTA28 (lead SNP: 28:6518357; Pcorrected = 3E-11). We identified lncRNA ENSBTAG00000058688 and IBTK as positional and functional candidate genes for the BTA9 QTL, and KCNK1 as positional and functional candidate gene that harbors a highly significant missense variant for the BTA28 QTL. In conclusion, our results shed light on the genetic architecture of MUC and highlighted QTL harboring potential functional variants underpinning milk urea variation within and across breeds.
- organism: multiple species
- assay: whole-genome sequencing
- research focus: GWAS / association mapping
- research focus: fine-mapping
- approach: statistical model
- Citations
- 0
- FWCI
- 0.00
- Field percentile
- top 47%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Multi-trait meta-analyses reveal 25 quantitative trait loci for economically important traits in Brown Swiss cattle
Zih‐Hua Fang, Hubert Pausch·BMC GenomicsPeer-reviewed·Sep 3, 2019
- Meta-Analysis Of Sequence-Based Association Studies Across Three Cattle Breeds Reveals 25 QTL For Fat And Protein Percentages In Milk At Nucleotide Resolution
Hubert Pausch, Reiner Emmerling, … Michael Edward Goddard·BMC GenomicsPeer-reviewed·Nov 9, 2017
- Ten Genetic Loci Identified for Milk Yield, Fat, and Protein in Holstein Cattle
Liyuan Liu, Jinghang Zhou, … Yaling Gu·bioRxiv·Jun 17, 2020
- Non-additive QTL mapping of lactation traits in 124,000 sequence-imputed cattle reveals novel recessive loci
Edwardo Reynolds, Thomas Lopdell, … Mathew D. Littlejohn·Genetics Selection EvolutionPeer-reviewed·Jan 24, 2022
- Multiple QTL underlie milk phenotypes at the CSF2RB locus
Thomas Lopdell, Kathryn Tiplady, … Mathew D. Littlejohn·Genetics Selection EvolutionPeer-reviewed·Jan 24, 2019
- Integrating temporal genomic and transcriptomic analyses to decipher genetic basis of feed intake in dairy cattle
Caelinn James, Lingzhao Fang, … Bingjie Li·bioRxiv·Feb 9, 2026