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Genome-wide association studies for immunoglobulin concentrations in colostrum and serum in Chinese Holstein
BACKGROUND: The early death and health problems of calves caused substantial economic losses in the dairy industry. As the immune system of neonates has not been fully developed, the absorption of maternal immunoglobulin (Ig) from colostrum is essential in protecting newborn calves against common di...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8744259/ https://www.ncbi.nlm.nih.gov/pubmed/35012443 http://dx.doi.org/10.1186/s12864-021-08250-5 |
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author | Lin, Shan Ke, Cuncun Liu, Lin Gao, Yahui Xu, Lingna Han, Bo Zhao, Yaofeng Zhang, Shengli Sun, Dongxiao |
author_facet | Lin, Shan Ke, Cuncun Liu, Lin Gao, Yahui Xu, Lingna Han, Bo Zhao, Yaofeng Zhang, Shengli Sun, Dongxiao |
author_sort | Lin, Shan |
collection | PubMed |
description | BACKGROUND: The early death and health problems of calves caused substantial economic losses in the dairy industry. As the immune system of neonates has not been fully developed, the absorption of maternal immunoglobulin (Ig) from colostrum is essential in protecting newborn calves against common disease organisms in their early life. The overwhelming majority of Ig in bovine whey is transported from the serum. Therefore, Ig concentration in the colostrum and serum of dairy cows are critical traits when estimating the potential disease resistance of its offspring. RESULTS: Colostrum, blood, and hair follicle samples were collected from 588 Chinese Holstein cows within 24 h after calving. The concentration of total IgG, IgG1, IgG2, IgA and IgM in both colostrum and serum were detected via ELISA methods. With GCTA software, genome-wide association studies (GWASs) were performed with 91,620 SNPs genotyped by GeneSeek 150 K (140,668 SNPs) chips. As a result, 1, 5, 1 and 29 significant SNPs were detected associated with the concentrations of colostrum IgG1, IgG2, IgA IgM, and serum IgG2 at the genome-wide level (P < 3.08E–6); 11, 2, 13, 2, 12, 8, 2, 27, 1 and 4 SNPs were found significantly associated with total IgG, IgG1, IgG2, IgA and IgM in colostrum and serum at the suggestive level (P < 6.15E–5). Such SNPs located in or proximate to (±1 Mb) 423 genes, which were functionally implicated in biological processes and pathways, such as immune response, B cell activation, inflammatory response and NF-kappaB signaling pathways. By combining the biological functions and the known QTL data for immune traits in bovine, 14 promising candidate functional genes were identified for immunoglobulin concentrations in colostrum and serum in dairy cattle, they were FGFR4, FGFR2, NCF1, IKBKG, SORBS3, IGHV1S18, KIT, PTGS2, BAX, GRB2, TAOK1, ICAM1, TGFB1 and RAC3. CONCLUSIONS: In this study, we identified 14 candidate genes related to concentrations of immunoglobulins in colostrum and serum in dairy cattle by performing GWASs. Our findings provide a groundwork for unraveling the key genes and causal mutations affecting immunoglobulin concentrations in colostrum and important information for genetic improvement of such traits in dairy cattle. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-021-08250-5. |
format | Online Article Text |
id | pubmed-8744259 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-87442592022-01-11 Genome-wide association studies for immunoglobulin concentrations in colostrum and serum in Chinese Holstein Lin, Shan Ke, Cuncun Liu, Lin Gao, Yahui Xu, Lingna Han, Bo Zhao, Yaofeng Zhang, Shengli Sun, Dongxiao BMC Genomics Research Article BACKGROUND: The early death and health problems of calves caused substantial economic losses in the dairy industry. As the immune system of neonates has not been fully developed, the absorption of maternal immunoglobulin (Ig) from colostrum is essential in protecting newborn calves against common disease organisms in their early life. The overwhelming majority of Ig in bovine whey is transported from the serum. Therefore, Ig concentration in the colostrum and serum of dairy cows are critical traits when estimating the potential disease resistance of its offspring. RESULTS: Colostrum, blood, and hair follicle samples were collected from 588 Chinese Holstein cows within 24 h after calving. The concentration of total IgG, IgG1, IgG2, IgA and IgM in both colostrum and serum were detected via ELISA methods. With GCTA software, genome-wide association studies (GWASs) were performed with 91,620 SNPs genotyped by GeneSeek 150 K (140,668 SNPs) chips. As a result, 1, 5, 1 and 29 significant SNPs were detected associated with the concentrations of colostrum IgG1, IgG2, IgA IgM, and serum IgG2 at the genome-wide level (P < 3.08E–6); 11, 2, 13, 2, 12, 8, 2, 27, 1 and 4 SNPs were found significantly associated with total IgG, IgG1, IgG2, IgA and IgM in colostrum and serum at the suggestive level (P < 6.15E–5). Such SNPs located in or proximate to (±1 Mb) 423 genes, which were functionally implicated in biological processes and pathways, such as immune response, B cell activation, inflammatory response and NF-kappaB signaling pathways. By combining the biological functions and the known QTL data for immune traits in bovine, 14 promising candidate functional genes were identified for immunoglobulin concentrations in colostrum and serum in dairy cattle, they were FGFR4, FGFR2, NCF1, IKBKG, SORBS3, IGHV1S18, KIT, PTGS2, BAX, GRB2, TAOK1, ICAM1, TGFB1 and RAC3. CONCLUSIONS: In this study, we identified 14 candidate genes related to concentrations of immunoglobulins in colostrum and serum in dairy cattle by performing GWASs. Our findings provide a groundwork for unraveling the key genes and causal mutations affecting immunoglobulin concentrations in colostrum and important information for genetic improvement of such traits in dairy cattle. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-021-08250-5. BioMed Central 2022-01-10 /pmc/articles/PMC8744259/ /pubmed/35012443 http://dx.doi.org/10.1186/s12864-021-08250-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Lin, Shan Ke, Cuncun Liu, Lin Gao, Yahui Xu, Lingna Han, Bo Zhao, Yaofeng Zhang, Shengli Sun, Dongxiao Genome-wide association studies for immunoglobulin concentrations in colostrum and serum in Chinese Holstein |
title | Genome-wide association studies for immunoglobulin concentrations in colostrum and serum in Chinese Holstein |
title_full | Genome-wide association studies for immunoglobulin concentrations in colostrum and serum in Chinese Holstein |
title_fullStr | Genome-wide association studies for immunoglobulin concentrations in colostrum and serum in Chinese Holstein |
title_full_unstemmed | Genome-wide association studies for immunoglobulin concentrations in colostrum and serum in Chinese Holstein |
title_short | Genome-wide association studies for immunoglobulin concentrations in colostrum and serum in Chinese Holstein |
title_sort | genome-wide association studies for immunoglobulin concentrations in colostrum and serum in chinese holstein |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8744259/ https://www.ncbi.nlm.nih.gov/pubmed/35012443 http://dx.doi.org/10.1186/s12864-021-08250-5 |
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