Identification of key genes affecting intramuscular fat deposition in pigs using machine learning models

Identification of key genes affecting intramuscular fat deposition in pigs using machine learning models

Intramuscular fat (IMF) is an important indicator for evaluating meat quality. Transcriptome sequencing (RNA-seq) is widely used for the study of IMF deposition. Machine learning (ML) is a new big data fitting method that can effectively fit complex data, accurately identify samples and genes, and i...

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Bibliographic Details
Main Authors: Yumei Shi, Xini Wang, Shaokang Chen, Yanhui Zhao, Yan Wang, Xihui Sheng, Xiaolong Qi, Lei Zhou, Yu Feng, Jianfeng Liu, Chuduan Wang, Kai Xing
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Genetics
Subjects:
machine learning
pig
transcriptome
intramuscular fat
key genes
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2024.1503148/full
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