Cross-Species Meta-Analysis of Transcriptomic Data in Combination With Supervised Machine Learning Models Identifies the Common Gene Signature of Lactation Process

Cross-Species Meta-Analysis of Transcriptomic Data in Combination With Supervised Machine Learning Models Identifies the Common Gene Signature of Lactation Process

Lactation, a physiologically complex process, takes place in mammary gland after parturition. The expression profile of the effective genes in lactation has not comprehensively been elucidated. Herein, meta-analysis, using publicly available microarray data, was conducted identify the differentially...

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Bibliographic Details
Main Authors: Mohammad Farhadian, Seyed A. Rafat, Karim Hasanpur, Mansour Ebrahimi, Esmaeil Ebrahimie
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-07-01
Series:Frontiers in Genetics
Subjects:
milk production
meta-analysis
microarray
gene ontology
gene network
data mining
Online Access:https://www.frontiersin.org/article/10.3389/fgene.2018.00235/full

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