Nature CommunicationsGenomicsPeer-reviewed journal article
Molecular quantitative trait loci in reproductive tissues impact male fertility in cattle
Xena Marie MapeliD, Naveen Kumar KadriiD, Alexander S. LeonardiD, Qiongyu HeiD, Audald Lloret‐VillasiD, Meenu BhatiiD, Maya HiltpoldiD, Hubert PauschiD
Abstract
Breeding bulls are well suited to investigate inherited variation in male fertility because they are genotyped and their reproductive success is monitored through semen analyses and thousands of artificial inseminations. However, functional data from relevant tissues are lacking, which prevents fine-mapping fertility-associated genomic regions. Here, we characterize gene expression and splicing variation in testis, epididymis, and vas deferens transcriptomes of 118 mature bulls and conduct association tests between 417k molecular phenotypes and 21M genome-wide variants to identify 41k regulatory loci. We show broad consensus in tissue-specific and tissue-enriched gene expression between the three bovine tissues and their human and murine counterparts. Expression- and splicing-mediating variants are more than three times as frequent in testis than epididymis and vas deferens, highlighting the transcriptional complexity of testis. Finally, we identify genes (WDR19, SPATA16, KCTD19, ZDHHC1) and molecular phenotypes that are associated with quantitative variation in male fertility through transcriptome-wide association and colocalization analyses.
- organism: bacteria (other)
- assay: bulk RNA-seq
- research focus: fine-mapping
- approach: statistical model
- Citations
- 28
- FWCI
- 7.14
- Field percentile
- top 2%
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
- Autosomal recessive loci contribute significantly to quantitative variation of male fertility in a dairy cattle population
Maya Hiltpold, Naveen Kumar Kadri, … Hubert Pausch·BMC GenomicsPeer-reviewed·Mar 30, 2021
- Activation of cryptic splicing in bovine WDR19 is associated with reduced semen quality and male fertility
Maya Hiltpold, Guanglin Niu, … Hubert Pausch·PLOS GeneticsPeer-reviewed·May 14, 2020
- Correlation scan: identifying genomic regions that affect genetic correlations applied to fertility traits
Babatunde Shittu Olasege, Laercio R. Porto Neto, … Marina R. S. Fortes·bioRxiv·Nov 5, 2021
- The role of β-defensin 103 (DEFB103) copy number variation in bull fertility
Ozge Sidekli, Edward J. Hollox, … Kieran G. Meade·bioRxiv·Aug 27, 2024
- Genome-wide association analyses in dairy heifers highlight genes overlapping with mouse and human fertility and human health traits
Mackenzie A. Marrella, Gustavo Pimenta Schettini, … Fernando H. Biase·bioRxiv·Dec 19, 2024
- Integrative analysis of GTEx data reveals that systemic transcriptomes correlate with human spermatogenic dysfunction
Xing An, Feng-Yun Xie, … Jun‐Yu Ma·bioRxiv·Nov 19, 2025