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畜禽单细胞技术与多组学整合的创新见解

Innovative Insights into Single-Cell Technologies and Multi-Omics Integration in Livestock and Poultry.

作者信息

Lu Ying, Li Mengfei, Gao Zhendong, Ma Hongming, Chong Yuqing, Hong Jieyun, Wu Jiao, Wu Dongwang, Xi Dongmei, Deng Weidong

机构信息

Yunnan Provincial Key Laboratory of Animal Nutrition and Feed, Faculty of Animal Science and Technology, Yunnan Agricultural University, Kunming 650201, China.

State Key Laboratory for Conservation and Utilization of Bio-Resource in Yunnan, Kunming 650201, China.

出版信息

Int J Mol Sci. 2024 Dec 2;25(23):12940. doi: 10.3390/ijms252312940.

Abstract

In recent years, single-cell RNA sequencing (scRNA-seq) has marked significant strides in livestock and poultry research, especially when integrated with multi-omics approaches. These advancements provide a nuanced view into complex regulatory networks and cellular dynamics. This review outlines the application of scRNA-seq in key species, including poultry, swine, and ruminants, with a focus on outcomes related to cellular heterogeneity, developmental biology, and reproductive mechanisms. We emphasize the synergistic power of combining scRNA-seq with epigenomic, proteomic, and spatial transcriptomic data, enhancing molecular breeding precision, optimizing health management strategies, and refining production traits in livestock and poultry. The integration of these technologies offers a multidimensional approach that not only broadens the scope of data analysis but also provides actionable insights for improving animal health and productivity.

摘要

近年来,单细胞RNA测序(scRNA-seq)在畜禽研究中取得了显著进展,尤其是与多组学方法相结合时。这些进展为复杂的调控网络和细胞动态提供了细致入微的见解。本综述概述了scRNA-seq在关键物种中的应用,包括家禽、猪和反刍动物,重点关注与细胞异质性、发育生物学和生殖机制相关的研究成果。我们强调将scRNA-seq与表观基因组学、蛋白质组学和空间转录组学数据相结合的协同作用,可提高分子育种精度、优化健康管理策略并改善畜禽生产性状。这些技术的整合提供了一种多维度方法,不仅拓宽了数据分析的范围,还为改善动物健康和生产力提供了可操作的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/123c/11641435/d87e4dda2766/ijms-25-12940-g001.jpg

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