Genome-wide association mapping for milk fat composition and fine mapping of a QTL for de novo synthesis of milk fatty acids on bovine chromosome 13. Issue 1 (December 2017)
- Record Type:
- Journal Article
- Title:
- Genome-wide association mapping for milk fat composition and fine mapping of a QTL for de novo synthesis of milk fatty acids on bovine chromosome 13. Issue 1 (December 2017)
- Main Title:
- Genome-wide association mapping for milk fat composition and fine mapping of a QTL for de novo synthesis of milk fatty acids on bovine chromosome 13
- Authors:
- Olsen, Hanne
Knutsen, Tim
Kohler, Achim
Svendsen, Morten
Gidskehaug, Lars
Grove, Harald
Nome, Torfinn
Sodeland, Marte
Sundsaasen, Kristil
Kent, Matthew
Martens, Harald
Lien, Sigbjørn - Abstract:
- Abstract Background Bovine milk is widely regarded as a nutritious food source for humans, although the effects of individual fatty acids on human health is a subject of debate. Based on the assumption that genomic selection offers potential to improve milk fat composition, there is strong interest to understand more about the genetic factors that influence the biosynthesis of bovine milk and the molecular mechanisms that regulate milk fat synthesis and secretion. For this reason, the work reported here aimed at identifying genetic variants that affect milk fatty acid composition in Norwegian Red cattle. Milk fatty acid composition was predicted from the nation-wide recording scheme using Fourier transform infrared spectroscopy data and applied to estimate heritabilities for 36 individual and combined fatty acid traits. The recordings were used to generate daughter yield deviations that were first applied in a genome-wide association (GWAS) study with 17, 343 markers to identify quantitative trait loci (QTL) affecting fatty acid composition, and next on high-density and sequence-level datasets to fine-map the most significant QTL on BTA13 (BTA forBos taurus chromosome). Results The initial GWAS revealed 200 significant associations, with the strongest signals on BTA1, 13 and 15. The BTA13 QTL highlighted a strong functional candidate gene for de novo synthesis of short- and medium-chained saturated fatty acids;acyl -CoA synthetase short -chain family member 2 . However,Abstract Background Bovine milk is widely regarded as a nutritious food source for humans, although the effects of individual fatty acids on human health is a subject of debate. Based on the assumption that genomic selection offers potential to improve milk fat composition, there is strong interest to understand more about the genetic factors that influence the biosynthesis of bovine milk and the molecular mechanisms that regulate milk fat synthesis and secretion. For this reason, the work reported here aimed at identifying genetic variants that affect milk fatty acid composition in Norwegian Red cattle. Milk fatty acid composition was predicted from the nation-wide recording scheme using Fourier transform infrared spectroscopy data and applied to estimate heritabilities for 36 individual and combined fatty acid traits. The recordings were used to generate daughter yield deviations that were first applied in a genome-wide association (GWAS) study with 17, 343 markers to identify quantitative trait loci (QTL) affecting fatty acid composition, and next on high-density and sequence-level datasets to fine-map the most significant QTL on BTA13 (BTA forBos taurus chromosome). Results The initial GWAS revealed 200 significant associations, with the strongest signals on BTA1, 13 and 15. The BTA13 QTL highlighted a strong functional candidate gene for de novo synthesis of short- and medium-chained saturated fatty acids;acyl -CoA synthetase short -chain family member 2 . However, subsequent fine-mapping using single nucleotide polymorphisms (SNPs) from a high-density chip and variants detected by resequencing showed that the effect was more likely caused by a second nearby gene;nuclear receptor coactivator 6 (NCOA6 ). These findings were confirmed with results from haplotype studies. NCOA6 is a nuclear receptor that interacts with transcription factors such as PPARγ, which is a major regulator of bovine milk fat synthesis. Conclusions An initial GWAS revealed a highly significant QTL for de novo-synthesized fatty acids on BTA13 and was followed by fine-mapping of the QTL withinNCOA6 . The most significant SNPs were either synonymous or situated in introns; more research is needed to uncover the underlying causal DNA variation(s). … (more)
- Is Part Of:
- Genetics, selection, evolution. Volume 49:Issue 1(2017)
- Journal:
- Genetics, selection, evolution
- Issue:
- Volume 49:Issue 1(2017)
- Issue Display:
- Volume 49, Issue 1 (2017)
- Year:
- 2017
- Volume:
- 49
- Issue:
- 1
- Issue Sort Value:
- 2017-0049-0001-0000
- Page Start:
- 1
- Page End:
- 13
- Publication Date:
- 2017-12
- Subjects:
- Livestock -- Breeding -- Periodicals
Animal genetics -- Periodicals
Livestock -- Genetics -- Periodicals
Evolution -- Periodicals
576.505 - Journal URLs:
- http://www.edpsciences.com/docinfos/INRA-GENETICS/ ↗
http://www.gsejournal.org/ ↗
http://www.pubmedcentral.nih.gov/tocrender.fcgi?action=archive&journal=847 ↗
http://link.springer.com/ ↗ - DOI:
- 10.1186/s12711-017-0294-5 ↗
- Languages:
- English
- ISSNs:
- 1297-9686
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 10186.xml