Leveraging host-genetics and gut microbiota to determine immunocompetence in pigs

Author:

Ramayo-Caldas YuliaxisORCID,Zingaretti Laura M.,Pérez-Pascual David,Alexandre Pamela A.,Reverter Antonio,Dalmau Antoni,Quintanilla Raquel,Ballester Maria

Abstract

Abstract Background The gut microbiota influences host performance playing a relevant role in homeostasis and function of the immune system. The aim of the present work was to identify microbial signatures linked to immunity traits and to characterize the contribution of host-genome and gut microbiota to the immunocompetence in healthy pigs. Results To achieve this goal, we undertook a combination of network, mixed model and microbial-wide association studies (MWAS) for 21 immunity traits and the relative abundance of gut bacterial communities in 389 pigs genotyped for 70K SNPs. The heritability (h2; proportion of phenotypic variance explained by the host genetics) and microbiability (m2; proportion of variance explained by the microbial composition) showed similar values for most of the analyzed immunity traits, except for both IgM and IgG in plasma that was dominated by the host genetics, and the haptoglobin in serum which was the trait with larger m2 (0.275) compared to h2 (0.138). Results from the MWAS suggested a polymicrobial nature of the immunocompetence in pigs and revealed associations between pigs gut microbiota composition and 15 of the analyzed traits. The lymphocytes phagocytic capacity (quantified as mean fluorescence) and the total number of monocytes in blood were the traits associated with the largest number of taxa (6 taxa). Among the associations identified by MWAS, 30% were confirmed by an information theory network approach. The strongest confirmed associations were between Fibrobacter and phagocytic capacity of lymphocytes (r = 0.37), followed by correlations between Streptococcus and the percentage of phagocytic lymphocytes (r = -0.34) and between Megasphaera and serum concentration of haptoglobin (r = 0.26). In the interaction network, Streptococcus and percentage of phagocytic lymphocytes were the keystone bacterial and immune-trait, respectively. Conclusions Overall, our findings reveal an important connection between gut microbiota composition and immunity traits in pigs, and highlight the need to consider both sources of information, host genome and microbial levels, to accurately characterize immunocompetence in pigs.

Publisher

Springer Science and Business Media LLC

Reference68 articles.

1. OECD, Food, Nations AOotU: OECD-FAO agricultural outlook 2019–2028; 2019.

2. Briefs EAM: World food consumption patterns—trends and drivers. http://ec.europa.eu/agriculture/markets-and-prices/market-briefs/index_en.htm; 2015.

3. A Reverter BC Hine L Porto-Neto Y Li CJ Duff S Dominik AB Ingham 2021 ImmuneDEX: a strategy for the genetic improvement of immune competence in Australian Angus cattle LID https://doi.org/10.1093/jas/skaa384 1525-3163 (Electronic)

4. AH V, LL J, TA N, KH Dg. Disease incidence and immunological traits for the selection of healthy pigs. A. D - 7909485 (- 0165–2176 (Print)):- 29–34.

5. I E-L, E W, U M, C F. Genetic variation in parameters reflecting immune competence of swine. D - 8002006 (- 0165–2427 (Print)):- 1–16.

Cited by 8 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3