Classification and biomarker gene selection of pyroptosis-related gene expression in psoriasis using a random forest algorithm

Classification and biomarker gene selection of pyroptosis-related gene expression in psoriasis using a random forest algorithm

Background: Psoriasis is a chronic and immune-mediated skin disorder that currently has no cure. Pyroptosis has been proved to be involved in the pathogenesis and progression of psoriasis. However, the role pyroptosis plays in psoriasis remains elusive.Methods: RNA-sequencing data of psoriasis patie...

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Bibliographic Details
Main Authors:	Jian-Kun Song, Ying Zhang, Xiao-Ya Fei, Yi-Ran Chen, Ying Luo, Jing-Si Jiang, Yi Ru, Yan-Wei Xiang, Bin Li, Yue Luo, Le Kuai
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2022-08-01
Series:	Frontiers in Genetics
Subjects:	pyroptosis pyroptosis-related genes psoriasis random forest algorithm machine learning
Online Access:	https://www.frontiersin.org/articles/10.3389/fgene.2022.850108/full

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