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Updated: Nov 14, 2025

Performing Data Mining And Integrative Analysis Of Biomarker in Breast Cancer Using Multiple Publicly Accessible Databases
Published on: May 17, 2019
CMBD: a manually curated cancer metabolic biomarker knowledge database
Jing Chen1,2, Xingyun Liu1, Li Shen1
1Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China.
Cancer progression involves metabolic changes. The Cancer Metabolic Biomarker Database (CMBD) integrates metabolic biomarkers for 76 cancer subtypes, aiding precision diagnosis and understanding cancer heterogeneity.
Area of Science:
- Metabolomics
- Cancer Biology
- Bioinformatics
Background:
- Cancer pathogenesis is driven by complex molecular interactions, including metabolic pathways.
- Metabolic biomarkers offer potential for precise cancer diagnosis, treatment, and prognosis.
- Existing literature on cancer metabolic biomarkers is fragmented, hindering systematic understanding.
Purpose of the Study:
- To develop a comprehensive database (CMBD) integrating scattered cancer metabolic biomarker information.
- To systematically analyze cancer metabolic heterogeneity and identify key metabolic pathways.
- To provide an accessible resource for researchers studying cancer metabolism.
Main Methods:
- Manual curation of metabolic biomarkers and their relationships from PubMed literature.
- Integration of data on 282 biomarkers, 76 cancer subtypes, and 18 tissues.
- Pathway analysis of metabolic biomarkers for breast and prostate cancers as case studies.
Main Results:
- The CMBD database contains 438 curated relationships from 248 publications.
- Key metabolic pathways identified in breast cancer include 'Phenylalanine, tyrosine and tryptophan biosynthesis' and 'primary bile acid biosynthesis'.
- Key metabolic pathways identified in prostate cancer include 'Glyoxylate and dicarboxylate metabolism' and 'citrate cycle (TCA cycle)'.
Conclusions:
- The CMBD database provides a valuable resource for understanding cancer metabolic heterogeneity.
- Identified metabolic pathways offer insights into cancer initiation and progression mechanisms.
- This work facilitates further research into metabolic biomarkers for clinical applications.
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