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The role of inbreeding depression on productive performance in the Italian Holstein breed
Inbreeding depression has become an urgent issue in cosmopolitan breeds where the massive genetic progress achieved in the latest generations is counterbalanced by a dramatic loss of genetic diversity causing increased health issues. Thus, the aim of this study was to estimate inbreeding depression...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10693289/ https://www.ncbi.nlm.nih.gov/pubmed/37983004 http://dx.doi.org/10.1093/jas/skad382 |
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author | Ablondi, Michela Summer, Andrea Stocco, Giorgia Finocchiaro, Raffaella van Kaam, Jan-Thijs Cassandro, Martino Dadousis, Christos Sabbioni, Alberto Cipolat-Gotet, Claudio |
author_facet | Ablondi, Michela Summer, Andrea Stocco, Giorgia Finocchiaro, Raffaella van Kaam, Jan-Thijs Cassandro, Martino Dadousis, Christos Sabbioni, Alberto Cipolat-Gotet, Claudio |
author_sort | Ablondi, Michela |
collection | PubMed |
description | Inbreeding depression has become an urgent issue in cosmopolitan breeds where the massive genetic progress achieved in the latest generations is counterbalanced by a dramatic loss of genetic diversity causing increased health issues. Thus, the aim of this study was to estimate inbreeding depression on productive traits in Holstein dairy cattle. More precisely, we aimed to i) determine the level of inbreeding in 27,735 Italian Holstein dairy cows using pedigree and genotype data, ii) quantify the effect of inbreeding on 305-d in milk yield (MY; kg), fat yield (FY; kg), and protein yield (PY; kg) based on different statistical approaches, iii) determine if recent inbreeding has a more harmful impact than ancestral ones, and iv) quantify chromosomal homozygosity effect on productive traits. Quality control was performed on the autosomal chromosomes resulting in a final dataset of 84,443 single nucleotide polymorphisms. Four statistical models were used to evaluate the presence of inbreeding depression, which included linear regression analysis and division of FPED and FROH into percentile classes. Moreover, FROH was partitioned into i) length classes to assess the role of recent and ancestral inbreeding and ii) chromosome-specific contributions (FROH-CHR). Results evidenced that inbreeding negatively impacted the productive performance of Italian Holstein Friesian cows. However, differences between the estimated FPED and FROH coefficients resulted in different estimates of inbreeding depression. For instance, a 1% increase in FPED and FROH was associated with a decrease in MY of about 44 and 61 kg (P < 0.01). Further, when considering the extreme inbreeding percentile classes moving from the 5th lowest to the 95th highest, there was a reduction of −263 kg and −561 kg per lactation for FPED and FROH. Increased inbreeding, estimated by FPED and FROH, had also a negative effect on PY and FY, either fit as a regressor or percentile classes. When evaluating the impact of inbreeding based on runs of homozygosity (ROH) length classes, longer ROH (over 8 Mb) had a negative effect in all traits, indicating that recent inbreeding might be more harmful than the ancestral one. Finally, results within chromosome homozygosity highlighted specific chromosomes with a more deleterious effect on productive traits. |
format | Online Article Text |
id | pubmed-10693289 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-106932892023-12-03 The role of inbreeding depression on productive performance in the Italian Holstein breed Ablondi, Michela Summer, Andrea Stocco, Giorgia Finocchiaro, Raffaella van Kaam, Jan-Thijs Cassandro, Martino Dadousis, Christos Sabbioni, Alberto Cipolat-Gotet, Claudio J Anim Sci Animal Genetics and Genomics Inbreeding depression has become an urgent issue in cosmopolitan breeds where the massive genetic progress achieved in the latest generations is counterbalanced by a dramatic loss of genetic diversity causing increased health issues. Thus, the aim of this study was to estimate inbreeding depression on productive traits in Holstein dairy cattle. More precisely, we aimed to i) determine the level of inbreeding in 27,735 Italian Holstein dairy cows using pedigree and genotype data, ii) quantify the effect of inbreeding on 305-d in milk yield (MY; kg), fat yield (FY; kg), and protein yield (PY; kg) based on different statistical approaches, iii) determine if recent inbreeding has a more harmful impact than ancestral ones, and iv) quantify chromosomal homozygosity effect on productive traits. Quality control was performed on the autosomal chromosomes resulting in a final dataset of 84,443 single nucleotide polymorphisms. Four statistical models were used to evaluate the presence of inbreeding depression, which included linear regression analysis and division of FPED and FROH into percentile classes. Moreover, FROH was partitioned into i) length classes to assess the role of recent and ancestral inbreeding and ii) chromosome-specific contributions (FROH-CHR). Results evidenced that inbreeding negatively impacted the productive performance of Italian Holstein Friesian cows. However, differences between the estimated FPED and FROH coefficients resulted in different estimates of inbreeding depression. For instance, a 1% increase in FPED and FROH was associated with a decrease in MY of about 44 and 61 kg (P < 0.01). Further, when considering the extreme inbreeding percentile classes moving from the 5th lowest to the 95th highest, there was a reduction of −263 kg and −561 kg per lactation for FPED and FROH. Increased inbreeding, estimated by FPED and FROH, had also a negative effect on PY and FY, either fit as a regressor or percentile classes. When evaluating the impact of inbreeding based on runs of homozygosity (ROH) length classes, longer ROH (over 8 Mb) had a negative effect in all traits, indicating that recent inbreeding might be more harmful than the ancestral one. Finally, results within chromosome homozygosity highlighted specific chromosomes with a more deleterious effect on productive traits. Oxford University Press 2023-11-20 /pmc/articles/PMC10693289/ /pubmed/37983004 http://dx.doi.org/10.1093/jas/skad382 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of the American Society of Animal Science. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Animal Genetics and Genomics Ablondi, Michela Summer, Andrea Stocco, Giorgia Finocchiaro, Raffaella van Kaam, Jan-Thijs Cassandro, Martino Dadousis, Christos Sabbioni, Alberto Cipolat-Gotet, Claudio The role of inbreeding depression on productive performance in the Italian Holstein breed |
title | The role of inbreeding depression on productive performance in the Italian Holstein breed |
title_full | The role of inbreeding depression on productive performance in the Italian Holstein breed |
title_fullStr | The role of inbreeding depression on productive performance in the Italian Holstein breed |
title_full_unstemmed | The role of inbreeding depression on productive performance in the Italian Holstein breed |
title_short | The role of inbreeding depression on productive performance in the Italian Holstein breed |
title_sort | role of inbreeding depression on productive performance in the italian holstein breed |
topic | Animal Genetics and Genomics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10693289/ https://www.ncbi.nlm.nih.gov/pubmed/37983004 http://dx.doi.org/10.1093/jas/skad382 |
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