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Meta-analysis of heritability estimates and genome-wide association for tick-borne haemoparasites in African cattle
The control of tick-borne haemoparasites in cattle largely relies on the use of acaricide drugs against the tick vectors, with some vaccination also being used against selected pathogens. These interventions can be difficult in Africa, where accessibility and cost of vaccines can be issues, and the...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10417722/ https://www.ncbi.nlm.nih.gov/pubmed/37576560 http://dx.doi.org/10.3389/fgene.2023.1197160 |
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author | Riggio, Valentina Madder, Maxime Labuschagne, Michel Callaby, Rebecca Zhao, Rongrong Djikeng, Appolinaire Fourie, Josephus Prendergast, James G. D. Morrison, Liam J. |
author_facet | Riggio, Valentina Madder, Maxime Labuschagne, Michel Callaby, Rebecca Zhao, Rongrong Djikeng, Appolinaire Fourie, Josephus Prendergast, James G. D. Morrison, Liam J. |
author_sort | Riggio, Valentina |
collection | PubMed |
description | The control of tick-borne haemoparasites in cattle largely relies on the use of acaricide drugs against the tick vectors, with some vaccination also being used against selected pathogens. These interventions can be difficult in Africa, where accessibility and cost of vaccines can be issues, and the increasing resistance of tick vectors to the widely used acaricides is a complication to disease control. A potential complementary control strategy could be the exploitation of any natural host genetic resistance to the pathogens. However, there are currently very few estimates of the extent of host resistance to tick-borne haemoparasites, and a significant contributing factor to this knowledge gap is likely to be the difficulty of collecting appropriate samples and data in the smallholder systems that predominate livestock production in low- and middle-income countries, particularly at scale. In this study, we have estimated the heritability for the presence/absence of several important haemoparasite species (including Anaplasma marginale, Babesia bigemina, Babesia bovis, and Ehrlichia ruminantium), as well as for relevant traits such as body weight and body condition score (BCS), in 1,694 cattle from four African countries (Burkina Faso, Ghana, Nigeria, and Tanzania). Heritability estimates within countries were mostly not significant, ranging from 0.05 to 0.84 across traits and countries, with standard errors between 0.07 and 0.91. However, the weighted mean of heritability estimates was moderate and significant for body weight and BCS (0.40 and 0.49, respectively), with significant heritabilities also observed for the presence of A. marginale (0.16) and E. ruminantium (0.19). In a meta-analysis of genome-wide association studies (GWAS) for these traits, two peaks were identified as reaching the suggestive significance threshold (p < 1.91 × 10(−7) and p < 1.89 × 10(−7), respectively): one on chromosome 24 for BCS and one on chromosome 8 for the E. ruminantium infection status. These findings indicate that there is likely to be a genetic basis that contributes to pathogen presence/absence for tick-borne haemoparasite species, which could potentially be exploited to improve cattle resistance in Africa to the economically important diseases caused by these pathogens. |
format | Online Article Text |
id | pubmed-10417722 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-104177222023-08-12 Meta-analysis of heritability estimates and genome-wide association for tick-borne haemoparasites in African cattle Riggio, Valentina Madder, Maxime Labuschagne, Michel Callaby, Rebecca Zhao, Rongrong Djikeng, Appolinaire Fourie, Josephus Prendergast, James G. D. Morrison, Liam J. Front Genet Genetics The control of tick-borne haemoparasites in cattle largely relies on the use of acaricide drugs against the tick vectors, with some vaccination also being used against selected pathogens. These interventions can be difficult in Africa, where accessibility and cost of vaccines can be issues, and the increasing resistance of tick vectors to the widely used acaricides is a complication to disease control. A potential complementary control strategy could be the exploitation of any natural host genetic resistance to the pathogens. However, there are currently very few estimates of the extent of host resistance to tick-borne haemoparasites, and a significant contributing factor to this knowledge gap is likely to be the difficulty of collecting appropriate samples and data in the smallholder systems that predominate livestock production in low- and middle-income countries, particularly at scale. In this study, we have estimated the heritability for the presence/absence of several important haemoparasite species (including Anaplasma marginale, Babesia bigemina, Babesia bovis, and Ehrlichia ruminantium), as well as for relevant traits such as body weight and body condition score (BCS), in 1,694 cattle from four African countries (Burkina Faso, Ghana, Nigeria, and Tanzania). Heritability estimates within countries were mostly not significant, ranging from 0.05 to 0.84 across traits and countries, with standard errors between 0.07 and 0.91. However, the weighted mean of heritability estimates was moderate and significant for body weight and BCS (0.40 and 0.49, respectively), with significant heritabilities also observed for the presence of A. marginale (0.16) and E. ruminantium (0.19). In a meta-analysis of genome-wide association studies (GWAS) for these traits, two peaks were identified as reaching the suggestive significance threshold (p < 1.91 × 10(−7) and p < 1.89 × 10(−7), respectively): one on chromosome 24 for BCS and one on chromosome 8 for the E. ruminantium infection status. These findings indicate that there is likely to be a genetic basis that contributes to pathogen presence/absence for tick-borne haemoparasite species, which could potentially be exploited to improve cattle resistance in Africa to the economically important diseases caused by these pathogens. Frontiers Media S.A. 2023-07-28 /pmc/articles/PMC10417722/ /pubmed/37576560 http://dx.doi.org/10.3389/fgene.2023.1197160 Text en Copyright © 2023 Riggio, Madder, Labuschagne, Callaby, Zhao, Djikeng, Fourie, Prendergast and Morrison. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Genetics Riggio, Valentina Madder, Maxime Labuschagne, Michel Callaby, Rebecca Zhao, Rongrong Djikeng, Appolinaire Fourie, Josephus Prendergast, James G. D. Morrison, Liam J. Meta-analysis of heritability estimates and genome-wide association for tick-borne haemoparasites in African cattle |
title | Meta-analysis of heritability estimates and genome-wide association for tick-borne haemoparasites in African cattle |
title_full | Meta-analysis of heritability estimates and genome-wide association for tick-borne haemoparasites in African cattle |
title_fullStr | Meta-analysis of heritability estimates and genome-wide association for tick-borne haemoparasites in African cattle |
title_full_unstemmed | Meta-analysis of heritability estimates and genome-wide association for tick-borne haemoparasites in African cattle |
title_short | Meta-analysis of heritability estimates and genome-wide association for tick-borne haemoparasites in African cattle |
title_sort | meta-analysis of heritability estimates and genome-wide association for tick-borne haemoparasites in african cattle |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10417722/ https://www.ncbi.nlm.nih.gov/pubmed/37576560 http://dx.doi.org/10.3389/fgene.2023.1197160 |
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