Identification and in silico characterization of structural and functional impacts of genetic variants in milk protein genes in the Zebu breeds Guzerat and Gyr
- PMID: 34705124
- DOI: 10.1007/s11250-021-02970-2
Identification and in silico characterization of structural and functional impacts of genetic variants in milk protein genes in the Zebu breeds Guzerat and Gyr
Abstract
Whole genome sequencing of bovine breeds has allowed identification of genetic variants in milk protein genes. However, functional repercussion of such variants at a molecular level has seldom been investigated. Here, the results of a multistep Bioinformatic analysis for functional characterization of recently identified genetic variants in Brazilian Gyr and Guzerat breeds is described, including predicted effects on the following: (i) evolutionary conserved nucleotide positions/regions; (ii) protein function, stability, and interactions; (iii) splicing, branching, and miRNA binding sites; (iv) promoters and transcription factor binding sites; and (v) collocation with QTL. Seventy-one genetic variants were identified in the caseins (CSN1S1, CSN2, CSN1S2, and CSN3), LALBA, LGB, and LTF genes. Eleven potentially regulatory variants and two missense mutations were identified. LALBA Ile60Val was predicted to affect protein stability and flexibility, by reducing the number the disulfide bonds established. LTF Thr546Asn is predicted to generate steric clashes, which could mildly affect iron coordination. In addition, LALBA Ile60Val and LTF Thr546Asn affect exonic splicing enhancers and silencers. Consequently, both mutations have the potential of affecting immune response at individual level, not only in the mammary gland. Although laborious, this multistep procedure for classifying variants allowed the identification of potentially functional variants for milk protein genes.
Keywords: Carolina Guimarães Ramos Matosinho and Izinara Cruz Rosse contributed equally for this work; Casein; Cattle; In silico variant analysis; Lactoferrin; Milk protein; α-Lactalbumin.
© 2021. The Author(s), under exclusive licence to Springer Nature B.V.
Similar articles
-
First DNA Sequencing in Beninese Indigenous Cattle Breeds Captures New Milk Protein Variants.Genes (Basel). 2021 Oct 26;12(11):1702. doi: 10.3390/genes12111702. Genes (Basel). 2021. PMID: 34828308 Free PMC article.
-
Milk protein polymorphisms and casein haplotypes in Butana cattle.J Appl Genet. 2017 May;58(2):261-271. doi: 10.1007/s13353-016-0381-2. Epub 2016 Dec 6. J Appl Genet. 2017. PMID: 27924448
-
Regulation of the expression of αS1 and αS2 casein genes in bovine mammary epithelial cells by STAT5A.J Dairy Sci. 2024 Dec;107(12):11139-11148. doi: 10.3168/jds.2024-24905. Epub 2024 Aug 3. J Dairy Sci. 2024. PMID: 39098489
-
The occurrence of noncoagulating milk and the association of bovine milk coagulation properties with genetic variants of the caseins in 3 Scandinavian dairy breeds.J Dairy Sci. 2013 Aug;96(8):4830-42. doi: 10.3168/jds.2012-6422. Epub 2013 Jun 5. J Dairy Sci. 2013. PMID: 23746587
-
DNA-based identification of novel bovine casein gene variants.J Dairy Sci. 2013 Jan;96(1):699-709. doi: 10.3168/jds.2012-5908. Epub 2012 Oct 24. J Dairy Sci. 2013. PMID: 23102962
Cited by
-
Mutation of Signal Transducer and Activator of Transcription 5 (STAT5) Binding Sites Decreases Milk Allergen αS1-Casein Content in Goat Mammary Epithelial Cells.Foods. 2022 Jan 26;11(3):346. doi: 10.3390/foods11030346. Foods. 2022. PMID: 35159497 Free PMC article.
-
The CABANA model 2017-2022: research and training synergy to facilitate bioinformatics applications in Latin America.Front Educ (Lausanne). 2024 Jul 4;9:feduc.2024.1358620. doi: 10.3389/feduc.2024.1358620. Front Educ (Lausanne). 2024. PMID: 39686965 Free PMC article.
References
-
- Adzhubei, I.A., Schmidt, S., Peshkin, L., Ramensky, V.E., Gerasimova, A., Bork, P., Kondrashov, A.S. and Sunyaev, S.R., 2010. A method and server for predicting damaging missense mutations Nature methods, https://doi.org/10.1038/nmeth0410-248 - DOI - PubMed - PMC
-
- Ahmed, A.S., Rahmatalla, S., Bortfeldt, R., Arends, D., Reissmann, M. and Brockmann, G.A., 2017. Milk protein polymorphisms and casein haplotypes in Butana cattle Journal of Applied Genetics, https://doi.org/10.1007/s13353-016-0381-2 - DOI - PubMed
-
- Alessio, D.R.M., Velho, J.P., Tambara, A.A.C., de Oliveira Gomes, I.P., Knob, D.A., Haygert-Velho, I.M.P., Busanello, M. and Thaler Neto, A., 2020. Dietary roughage sources affect lactating Holstein x Zebu cows under experimental conditions in Brazil: a meta-analysis Tropical Animal Health and Production, https://doi.org/10.1007/s11250-019-02005-x
-
- An, X., Song, Y., Hou, J., Li, G., Zhao, H., Wang, J. and Cao, B., 2016. Identification and profiling of microRNAs in the ovaries of polytocous and monotocous goats during estrus Theriogenology, https://doi.org/10.1016/j.theriogenology.2015.09.056 - DOI - PubMed
-
- Andrade, G.M., Meirelles, F. V., Perecin, F. and da Silveira, J.C., 2017. Cellular and extracellular vesicular origins of miRNAs within the bovine ovarian follicle Reproduction in Domestic Animals, https://doi.org/10.1111/rda.13021 - DOI - PubMed
MeSH terms
Substances
Grants and funding
- 307479/2016-1/Conselho Nacional de Desenvolvimento Científico e Tecnológico
- 312068/2015-8/Conselho Nacional de Desenvolvimento Científico e Tecnológico
- APQ-02003-15/Fundação de Amparo à Pesquisa do Estado de Minas Gerais (BR)
- 17003/2011/Fundação de Amparo à Pesquisa do Estado do Rio de Janeir
- BB/P027849/1/BB_/Biotechnology and Biological Sciences Research Council/United Kingdom
- APQ-01093-15/Fundação de Amparo à Pesquisa do Estado de Minas Gerais (BR)
- 312405/2018-9/Conselho Nacional de Desenvolvimento Científico e Tecnológico
- CBB-1181/0/Fundação de Amparo à Pesquisa do Estado de Minas Gerais
- APQ-01377-17/Fundação de Amparo à Pesquisa do Estado de Minas Gerais
- 12.093/10/Fundação de Amparo à Pesquisa do Estado do Rio de Janeir
- BB/P027849/1/Research Councils UK
LinkOut - more resources
Full Text Sources
Miscellaneous