AUTHOR=Wang Jianghui , Zhang Yukun , Wang Xiaojuan , Li Fadi , Zhang Deyin , Li Xiaolong , Zhao Yuan , Zhao Liming , Xu Dan , Cheng Jiangbo , Li Wenxin , Lin Changchun , Yang Xiaobin , Zhai Rui , Zeng Xiwen , Cui Panpan , Ma Zongwu , Liu Jia , Zhang Xiaoxue , Wang Weimin TITLE=Association between rumen microbiota and marbling grade in Hu sheep JOURNAL=Frontiers in Microbiology VOLUME=13 YEAR=2022 URL=https://www.frontiersin.org/journals/microbiology/articles/10.3389/fmicb.2022.978263 DOI=10.3389/fmicb.2022.978263 ISSN=1664-302X ABSTRACT=
The marbling fat regulates the flavor of mutton and measures the fat density in the loin eye and is the most important parameter of carcass grading. The objective of this study was to explore the relationship of rumen microbiota and mutton marbling grade. One hundred and eighty-seven feedlot-finished Hu male lambs (Age: 180 day; Final BW: 46.32 ± 6.03 kg) were slaughtered, and ruminal contents and marbling grade were collected. Ruminal microbial DNA extraction and 16S rRNA gene sequencing was performed to investigate microbial composition and to predict microbial metabolic pathways. The animal cohort was then grouped based on marbling grades [low marbling (LM), marbling grade ≤ 1; Medium marbling (MM), 1 < marbling grade ≤ 3; High Marbling (HM), 3 < marbling grade ≤ 5] and intramuscular fat-associated microorganisms were pinpointed using LEfSe and random forest classification model. Intramuscular fat content had significantly differences among the three groups (