Joint contributions of the gut microbiota and host genetics to feed efficiency in chickens

被引:116
作者
Wen, Chaoliang [1 ,2 ]
Yan, Wei [1 ,2 ]
Mai, Chunning [1 ,2 ]
Duan, Zhongyi [1 ,2 ,3 ]
Zheng, Jiangxia [1 ,2 ]
Sun, Congjiao [1 ,2 ]
Yang, Ning [1 ,2 ]
机构
[1] China Agr Univ, Minist Agr & Rural Affairs, Natl Engn Lab Anim Breeding, Beijing 100193, Peoples R China
[2] China Agr Univ, Minist Agr & Rural Affairs, Key Lab Anim Genet Breeding & Reprod, Beijing 100193, Peoples R China
[3] Natl Anim Husb Serv, Beijing 100125, Peoples R China
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
Chicken; Feed efficiency; Genetic variations; Gut microbiota; Spatial heterogeneity; GENOME-WIDE ASSOCIATION; VOLATILE FATTY-ACIDS; CECAL MICROBIOTA; RUMEN; REVEALS; GROWTH; DIET; IDENTIFICATION; LACTOBACILLUS; FERMENTATION;
D O I
10.1186/s40168-021-01040-x
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Background: Feed contributes most to livestock production costs. Improving feed efficiency is crucial to increase profitability and sustainability for animal production. Host genetics and the gut microbiota can both influence the host phenotype. However, the association between the gut microbiota and host genetics and their joint contribution to feed efficiency in chickens is largely unclear. Results: Here, we examined microbial data from the duodenum, jejunum, ileum, cecum, and feces in 206 chickens and their host genotypes and confirmed that the microbial phenotypes and co-occurrence networks exhibited dramatic spatial heterogeneity along the digestive tract. The correlations between host genetic kinship and gut microbial similarities within different sampling sites were weak, with coefficients ranging from - 0.07 to 0.08. However, microbial genome-wide analysis revealed that genetic markers near or inside the genes MTHFD1L and LARGE1 were associated with the abundances of cecal Megasphaera and Parabacteroides, respectively. The effect of host genetics on residual feed intake (RFI) was 39%. We further identified three independent genetic variations that were related to feed efficiency and had a modest effect on the gut microbiota. The contributions of the gut microbiota from the different parts of the intestinal tract on RFI were distinct. The cecal microbiota accounted for 28% of the RFI variance, a value higher than that explained by the duodenal, jejunal, ileal, and fecal microbiota. Additionally, six bacteria exhibited significant associations with RFI. Specifically, lower abundances of duodenal Akkermansia muciniphila and cecal Parabacteroides and higher abundances of cecal Lactobacillus, Corynebacterium, Coprobacillus, and Slackia were related to better feed efficiency. Conclusions: Our findings solidified the notion that both host genetics and the gut microbiota, especially the cecal microbiota, can drive the variation in feed efficiency. Although host genetics has a limited effect on the entire microbial community, a small fraction of gut microorganisms tends to interact with host genes, jointly contributing to feed efficiency. Therefore, the gut microbiota and host genetic variations can be simultaneously targeted by favoring more-efficient taxa and selective breeding to improve feed efficiency in chickens.
引用
收藏
页数:23
相关论文
共 112 条
[1]   Genetic properties of feed efficiency parameters in meat-type chickens [J].
Aggrey, Samuel E. ;
Karnuah, Arthur B. ;
Sebastian, Bram ;
Anthony, Nicholas B. .
GENETICS SELECTION EVOLUTION, 2010, 42
[2]   Lactobacillus Pentosus Ita23 and L. Acidipiscis Ita44 Enhance Feed Conversion Efficiency and Beneficial Gut Microbiota in Broiler Chickens [J].
Altaher, Y. W. ;
Jahromi, M. F. ;
Ebrahim, R. ;
Zulkifli, I ;
Liang, J. B. .
BRAZILIAN JOURNAL OF POULTRY SCIENCE, 2015, 17 (02) :159-164
[3]   VOLATILE FATTY ACIDS IN DIGESTIVE TRACT OF FOWL [J].
ANNISON, EF ;
HILL, KJ ;
KENWORTH.R .
BRITISH JOURNAL OF NUTRITION, 1968, 22 (02) :207-&
[4]   Identification of P-Rex1 as a Novel Rac1-Guanine Nucleotide Exchange Factor (GEF) That Promotes Actin Remodeling and GLUT4 Protein Trafficking in Adipocytes [J].
Balamatsias, Demis ;
Kong, Anne M. ;
Waters, Joanne E. ;
Sriratana, Absorn ;
Gurung, Rajendra ;
Bailey, Charles G. ;
Rasko, John E. J. ;
Tiganis, Tony ;
Macaulay, S. Lance ;
Mitchell, Christina A. .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2011, 286 (50) :43229-43240
[5]   Specific microbiome-dependent mechanisms underlie the energy harvest efficiency of ruminants [J].
Ben Shabat, Sheerli Kruger ;
Sasson, Goor ;
Doron-Faigenboim, Adi ;
Durman, Thomer ;
Yaacoby, Shamay ;
Miller, Margret E. Berg ;
White, Bryan A. ;
Shterzer, Naama ;
Mizrahi, Itzhak .
ISME JOURNAL, 2016, 10 (12) :2958-2972
[6]   Individuality in gut microbiota composition is a complex polygenic trait shaped by multiple environmental and host genetic factors [J].
Benson, Andrew K. ;
Kelly, Scott A. ;
Legge, Ryan ;
Ma, Fangrui ;
Low, Soo Jen ;
Kim, Jaehyoung ;
Zhang, Min ;
Oh, Phaik Lyn ;
Nehrenberg, Derrick ;
Hua, Kunjie ;
Kachman, Stephen D. ;
Moriyama, Etsuko N. ;
Walter, Jens ;
Peterson, Daniel A. ;
Pomp, Daniel .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (44) :18933-18938
[7]   Heritability and genome-wide association of swine gut microbiome features with growth and fatness parameters [J].
Bergamaschi, Matteo ;
Maltecca, Christian ;
Schillebeeckx, Constantino ;
McNulty, Nathan P. ;
Schwab, Clint ;
Shull, Caleb ;
Fix, Justin ;
Tiezzi, Francesco .
SCIENTIFIC REPORTS, 2020, 10 (01)
[8]   The TRPA1 ion channel is expressed in CD4+T cells and restrains T-cell-mediated colitis through inhibition of TRPV1 [J].
Bertin, Samuel ;
Aoki-Nonaka, Yukari ;
Lee, Jihyung ;
de Jong, Petrus R. ;
Kim, Peter ;
Han, Tiffany ;
Yu, Timothy ;
To, Keith ;
Takahashi, Naoki ;
Boland, Brigid S. ;
Chang, John T. ;
Ho, Samuel B. ;
Herdman, Scott ;
Corr, Maripat ;
Franco, Alessandra ;
Sharma, Sonia ;
Dong, Hui ;
Akopian, Armen N. ;
Raz, Eyal .
GUT, 2017, 66 (09) :1584-1596
[9]   Host genetic variation impacts microbiome composition across human body sites [J].
Blekhman, Ran ;
Goodrich, Julia K. ;
Huang, Katherine ;
Sun, Qi ;
Bukowski, Robert ;
Bell, Jordana T. ;
Spector, Timothy D. ;
Keinan, Alon ;
Ley, Ruth E. ;
Gevers, Dirk ;
Clark, Andrew G. .
GENOME BIOLOGY, 2015, 16
[10]   Broilers divergently selected for digestibility differ for their digestive microbial ecosystems [J].
Borey, Marion ;
Estelle, Jordi ;
Caidi, Aziza ;
Bruneau, Nicolas ;
Coville, Jean-Luc ;
Hennequet-Antier, Christelle ;
Mignon-Grasteau, Sandrine ;
Calenge, Fanny .
PLOS ONE, 2020, 15 (05)