Linkage between the intestinal microbiota and residual feed intake in broiler chickens

被引:36
|
作者
Liu, Jing [1 ]
Stewart, Sydney N. [1 ]
Robinson, Kelsy [1 ,2 ]
Yang, Qing [1 ]
Lyu, Wentao [1 ,3 ]
Whitmore, Melanie A. [1 ]
Zhang, Guolong [1 ]
机构
[1] Oklahoma State Univ, Dept Anim & Food Sci, Stillwater, OK 74078 USA
[2] ARS, Poultry Prod & Prod Safety Res Unit, USDA, Fayetteville, AR USA
[3] Zhejiang Acad Agr Sci, Inst Qual & Stand Agroprod, Hangzhou, Peoples R China
基金
美国食品与农业研究所;
关键词
Feed conversion ratio; Feed efficiency; Microbiota; Poultry; Residual feed intake; FECAL MICROBIOTA; EFFICIENCY; HEALTH; PERFORMANCE; NOV;
D O I
10.1186/s40104-020-00542-2
中图分类号
S8 [畜牧、 动物医学、狩猎、蚕、蜂];
学科分类号
0905 ;
摘要
Background Intestinal microbiota plays a key role in nutrient digestion and utilization with a profound impact on feed efficiency of livestock animals. However, the intestinal microbes that are critically involved in feed efficiency remain elusive. Methods To identify intestinal bacteria associated with residual feed intake (RFI) in chickens, male Cobb broiler chicks were individually housed from day 14 to day 35. Individual RFI values were calculated for 56 chickens. Luminal contents were collected from the ileum, cecum, and cloaca of each animal on day 35. Bacterial DNA was isolated and subjected to 16S rRNA gene sequencing. Intestinal microbiota was classified to the feature level using Deblur and QIIME 2. High and low RFI groups were formed by selecting 15 and 17 chickens with the most extreme RFI values for subsequent LEfSe comparison of the difference in the microbiota. Spearman correlation analysis was further performed to identify correlations between the intestinal microbiota composition and RFI. Results No significant difference in evenness, richness, and overall diversity of the microbiota in the ileum, cecum, or cloaca was observed between high and low RFI chickens. However, LEfSe analysis revealed a number of bacterial features being differentially enriched in either high or low RFI chickens. Spearman correlation analysis further identified many differentially enriched bacterial features to be significantly correlated with RFI (P < 0.05). Importantly, not all short-chain fatty acid (SCFA) producers showed a positive association with RFI. While two novel members of Oscillibacter and Butyricicoccus were more abundant in low-RFI, high-efficiency chickens, several other SCFA producers such as Subdoligranulum variabile and two related Peptostreptococcaceae members were negatively associated with feed efficiency. Moreover, a few closely-related Lachnospiraceae family members showed a positive correlation with feed efficiency, while others of the same family displayed an opposite relationship. Conclusions Our results highlight the complexity of the intestinal microbiota and a need to differentiate the bacteria to the species, subspecies, and even strain levels in order to reveal their true association with feed efficiency. Identification of RFI-associated bacteria provides important leads to manipulate the intestinal microbiota for improving production efficiency, profitability, and sustainability of poultry production.
引用
收藏
页数:16
相关论文
共 50 条
  • [41] Porcine Feed Efficiency-Associated Intestinal Microbiota and Physiological Traits: Finding Consistent Cross-Locational Biomarkers for Residual Feed Intake
    McCormack, Ursula M.
    Curiao, Tania
    Metzler-Zebeli, Barbara U.
    Magowan, Elizabeth
    Berry, Donagh P.
    Reyer, Henry
    Prieto, Maria L.
    Buzoianu, Stefan G.
    Harrison, Michael
    Rebeiz, Natalie
    Crispie, Fiona
    Cotter, Paul D.
    O'Sullivan, Orla
    Gardiner, Gillian E.
    Lawlor, Peadar G.
    MSYSTEMS, 2019, 4 (04)
  • [42] Is the effect of dietary energy levels on feed intake of broiler chickens affected by bird age?
    Cho, M.
    Payne, R. L.
    Classen, H. L.
    JOURNAL OF DAIRY SCIENCE, 2010, 93 : 556 - 556
  • [43] A meta-analysis of the feed intake and growth performance of broiler chickens challenged by bacteria
    Remus, A.
    Hauschild, L.
    Andretta, I.
    Kipper, M.
    Lehnen, C. R.
    Sakomura, N. K.
    POULTRY SCIENCE, 2014, 93 (05) : 1149 - 1158
  • [44] The Effects of Various Feed Forms and Dietary Supplements (Probiotic and Antibiotic) on Performance, Immune System, Cecal Microbiota, and Intestinal Morphology in Broiler Chickens
    Saleh, Hassan
    Jangjou, Omid
    Mirakzehi, Mohammad Taher
    Agah, Mohammad Javad
    Bostani, Alidad
    POULTRY SCIENCE JOURNAL, 2023, 11 (01) : 59 - 71
  • [45] Effect of Basil, Thyme and Sage Essential Oils as Phytogenic Feed Additives on Production Performances, Meat Quality and Intestinal Microbiota in Broiler Chickens
    Vlaicu, Petru Alexandru
    Untea, Arabela Elena
    Panaite, Tatiana Dumitra
    Saracila, Mihaela
    Turcu, Raluca Paula
    Dumitru, Mihaela
    AGRICULTURE-BASEL, 2023, 13 (04):
  • [46] USE OF UNCONVENTIONAL FEED FOR BROILER CHICKENS
    Pogosyan, David
    Zemnyakov, Vladimir
    Zueva, Elena
    Varlamova, Elena
    SCIENTIFIC PAPERS-SERIES D-ANIMAL SCIENCE, 2020, 63 (02): : 120 - 124
  • [47] Natural feed additives for broiler chickens
    Hayajneh, F. M. F.
    SOUTH AFRICAN JOURNAL OF ANIMAL SCIENCE, 2019, 49 (05) : 867 - 873
  • [48] Determination of Residual Feed Intake and Its Associations with Single Nucleotide Polymorphism in Chickens
    Xu Zhen-qiang
    Chen Jie
    Zhang Yan
    Ji Cong-liang
    Zhang De-xiang
    Zhang Xi-quan
    JOURNAL OF INTEGRATIVE AGRICULTURE, 2014, 13 (01) : 148 - 157
  • [49] Determination of Residual Feed Intake and Its Associations with Single Nucleotide Polymorphism in Chickens
    XU Zhen-qiang
    CHEN Jie
    ZHANG Yan
    JI Cong-liang
    ZHANG De-xiang
    ZHANG Xi-quan
    JournalofIntegrativeAgriculture, 2014, 13 (01) : 148 - 157
  • [50] Performance and intestinal microbiota of chickens receiving probiotic in the feed and submitted to antibiotic therapy
    Pereira, Rafaela
    Bortoluzzi, Cristiano
    Durrer, Ademir
    Fagundes, Naiara Simarro
    Pedroso, Adriana Ayres
    Rafael, Jaqueline Moreira
    de Lima Perim, Julia Elidia
    Zavarize, Kelen Cristiane
    Napty, Glaucia Samira
    Andreote, Fernando Dini
    Costa, Diogo Paes
    Machado Menten, Jose Fernando
    JOURNAL OF ANIMAL PHYSIOLOGY AND ANIMAL NUTRITION, 2019, 103 (01) : 72 - 86