Multi-omics analyses develop and validate the optimal prognostic model on overall survival prediction for resectable hepatocellular carcinoma.

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Tác giả: Ying Han, Yingying Jiang, Xueying Liang, Lele Song, Fenglin Wang, Ajuan Zeng

Ngôn ngữ: eng

Ký hiệu phân loại: 133.594 Types or schools of astrology originating in or associated with a

Thông tin xuất bản: China : Journal of gastrointestinal oncology , 2025

Mô tả vật lý:

Bộ sưu tập: NCBI

ID: 748906

BACKGROUND: Prediction of prognosis in patients with hepatocellular carcinoma (HCC) by single-omics profiling has been widely studied. However, the prognosis related to biomarkers of multiple omics has not been investigated. We aimed to establish and validate a prediction model for prognosis prediction of resectable HCC combining multi-omics and clinicopathological factors. METHODS: The training cohort involved multi-omics data of 330 patients with resectable HCC (stage I-IIIA) at mutational, copy number variation (CNV), transcriptional, and methylation levels from The Cancer Genome Atlas (TCGA) database, along with clinicopathological information. The validation cohort involved samples from 40 HCC patients of Beijing Youan Hospital. Univariate and multivariate analyses were performed in single-omics with clinicopathological variables regarding patient prognosis, and independent risk factors were combined to establish the multi-omics model. The predictive accuracy was assessed by the receiver operating characteristic (ROC) method. RESULTS: The mutational, copy number, transcriptional, and methylation alterations in HCC were characterized. CONCLUSIONS: A multi-omics model combining molecular aberrancies and clinicopathological information was established and proved to be optimal for prognosis prediction of resectable HCC. This model may be helpful for therapeutic strategy selection and survival assessment.
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