Machine learning identifies PPARG as a diagnostic biomarker for sepsis linked to CD14/NF-κB signaling: integrated transcriptomics and experimental validation.

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Title: Machine learning identifies PPARG as a diagnostic biomarker for sepsis linked to CD14/NF-κB signaling: integrated transcriptomics and experimental validation.
Authors: Ji Y; Department of Critical Care Medicine, The First Affiliated Hospital of Soochow University, Suzhou, China., Xiao X; Department of Critical Care Medicine, The First Affiliated Hospital of Soochow University, Suzhou, China., Li Y; Department of Critical Care Medicine, The First Affiliated Hospital of Soochow University, Suzhou, China., Meng H; Department of Critical Care Medicine, The First Affiliated Hospital of Soochow University, Suzhou, China., Huang F; Department of Critical Care Medicine, The First Affiliated Hospital of Soochow University, Suzhou, China., Wang J; Department of Critical Care Medicine, The First Affiliated Hospital of Soochow University, Suzhou, China.
Source: Frontiers in cellular and infection microbiology [Front Cell Infect Microbiol] 2026 May 28; Vol. 16, pp. 1800050. Date of Electronic Publication: 2026 May 28 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Media SA Country of Publication: Switzerland NLM ID: 101585359 Publication Model: eCollection Cited Medium: Internet ISSN: 2235-2988 (Electronic) Linking ISSN: 22352988 NLM ISO Abbreviation: Front Cell Infect Microbiol Subsets: MEDLINE
Database: MEDLINE Ultimate
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ISSN:2235-2988
DOI:10.3389/fcimb.2026.1800050