Transcriptomics of liver and muscle in Holstein cows genetically divergent for fertility highlight differences in nutrient partitioning and inflammation processes
- PMID: 27514375
- PMCID: PMC4982134
- DOI: 10.1186/s12864-016-2938-1
Transcriptomics of liver and muscle in Holstein cows genetically divergent for fertility highlight differences in nutrient partitioning and inflammation processes
Abstract
Background: The transition between pregnancy and lactation is a major physiological change for dairy cows. Complex systemic and local processes involving regulation of energy balance, galactopoiesis, utilisation of body reserves, insulin resistance, resumption of oestrous cyclicity and involution of the uterus can affect animal productivity and hence farm profitability. Here we used an established Holstein dairy cow model of fertility that displayed genetic and phenotypic divergence in calving interval. Cows had similar genetic merit for milk production traits, but either very good genetic merit for fertility traits ('Fert+'; n = 8) or very poor genetic merit for fertility traits ('Fert-'; n = 8). We used RNA sequencing to investigate gene expression profiles in both liver and muscle tissue biopsies at three distinct time-points: late pregnancy, early lactation and mid lactation (-18, 1 and 147 days relative to parturition, respectively).
Results: We found 807 and 815 unique genes to be differentially expressed in at least one time-point in liver and muscle respectively, of which 79 % and 83 % were only found in a single time-point; 40 and 41 genes were found differentially expressed at every time-point indicating possible systemic or chronic dysregulation. Functional annotation of all differentially expressed genes highlighted two physiological processes that were impacted at every time-point in the study, These were immune and inflammation, and metabolic, lipid and carbohydrate-binding.
Conclusion: These pathways have previously been identified by other researchers. We show that several specific genes which are differentially regulated, including IGF-1, might impact dairy fertility. We postulate that an increased burden of reactive oxidation species, coupled with a chronic inflammatory state, might reduce dairy cow fertility in our model.
Keywords: Dairy cow fertility; Gene expression; Lactation; Liver, muscle.
Figures

Similar articles
-
Genetic merit for fertility traits in Holstein cows: IV. Transition period, uterine health, and resumption of cyclicity.J Dairy Sci. 2014 May;97(5):2740-52. doi: 10.3168/jds.2013-7278. Epub 2014 Mar 13. J Dairy Sci. 2014. PMID: 24630663
-
Genetic merit for fertility traits in Holstein cows: I. Production characteristics and reproductive efficiency in a pasture-based system.J Dairy Sci. 2012 Mar;95(3):1310-22. doi: 10.3168/jds.2011-4742. J Dairy Sci. 2012. PMID: 22365213
-
Differential gene expression in the endometrium reveals cytoskeletal and immunological genes in lactating dairy cows genetically divergent for fertility traits.Reprod Fertil Dev. 2017 Feb;29(2):274-282. doi: 10.1071/RD15128. Reprod Fertil Dev. 2017. PMID: 26304020
-
Influence of negative energy balance on cyclicity and fertility in the high producing dairy cow.Theriogenology. 2007 Sep 1;68 Suppl 1:S232-41. doi: 10.1016/j.theriogenology.2007.04.006. Epub 2007 May 2. Theriogenology. 2007. PMID: 17475319 Review.
-
Embryo survival in dairy cows managed under pastoral conditions.Anim Reprod Sci. 2006 Dec;96(3-4):297-311. doi: 10.1016/j.anireprosci.2006.08.008. Epub 2006 Aug 3. Anim Reprod Sci. 2006. PMID: 16963203 Review.
Cited by
-
Transcriptomic profiling of gastrointestinal tracts in dairy cattle during lactation reveals molecular adaptations for milk synthesis.J Adv Res. 2025 May;71:67-80. doi: 10.1016/j.jare.2024.06.020. Epub 2024 Jun 24. J Adv Res. 2025. PMID: 38925453 Free PMC article.
-
Using expression data to fine map QTL associated with fertility in dairy cattle.Genet Sel Evol. 2024 Jun 6;56(1):42. doi: 10.1186/s12711-024-00912-8. Genet Sel Evol. 2024. PMID: 38844868 Free PMC article.
-
Genetic control of reproduction in dairy cows under grazing conditions.Anim Reprod. 2018 Aug 3;15(Suppl 1):933-939. doi: 10.21451/1984-3143-AR2018-0054. eCollection 2018 Jul-Sep. Anim Reprod. 2018. PMID: 36249827 Free PMC article.
-
Identification of genes associated with reproductive function in dairy cattle.Anim Reprod. 2018 Aug 3;15(Suppl 1):923-932. doi: 10.21451/1984-3143-AR2018-0018. eCollection 2018 Jul-Sep. Anim Reprod. 2018. PMID: 36249832 Free PMC article.
-
Harnessing Genomics and Transcriptomics Approaches to Improve Female Fertility in Beef Cattle-A Review.Animals (Basel). 2023 Oct 21;13(20):3284. doi: 10.3390/ani13203284. Animals (Basel). 2023. PMID: 37894009 Free PMC article. Review.
References
-
- Roche JR, Burke CR, Meier S, Walker CG. Nutrition - reproduction interaction in pasture-based systems: is nutrition a factor in reproductive failure? Anim Prod Sci. 2011;51:1045. doi: 10.1071/AN10162. - DOI
-
- Roche JR, Bell AW, Overton TR, Loor JJ. Nutritional management of the transition cow in the 21st century: a paradigm shift in thinking. Anim Prod Sci. 2013;53:1000–1023.
Publication types
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Other Literature Sources
Molecular Biology Databases
Miscellaneous