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Multi-omics and machine learning reveal DPPC as a key contributor to colorectal cancer progression and tumor immune microenvironment remodeling.


ABSTRACT:

SUBMITTER: Li X 

PROVIDER: S-EPMC12870534 | biostudies-literature | 2026 Jan

REPOSITORIES: biostudies-literature

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Multi-omics and machine learning reveal DPPC as a key contributor to colorectal cancer progression and tumor immune microenvironment remodeling.

Li Xing X   Dong Haifeng H   Jin Zihan Z   Yu Hong H   Zhou Hao H   Chen Jingyao J   Wang Chen C   Chen Songyao S   Zhang Changhua C   Chen Hengxing H  

Journal of translational medicine 20260102 1


BACKGROUND: Although previous studies have linked colorectal cancer (CRC) with lipid metabolism and inflammatory signaling, the specific roles of phosphatidylcholine metabolites and their interactions with inflammatory cytokines in the tumor microenvironment remain poorly understood. METHODS: This study utilizes an integrated multi-omics analysis approach. We performed a two-sample Mendelian randomization analysis using data from 1400 metabolites and 91 inflammatory cytokines to investigate thei  ...[more]

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