A novel analysis method for biomarker identification based on horizontal relationship: identifying potential biomarkers from large-scale hepatocellular carcinoma metabolomics data-Reference-Cited by-同舟云学术

A novel analysis method for biomarker identification based on horizontal relationship: identifying potential biomarkers from large-scale hepatocellular carcinoma metabolomics data

Published:2019-08-05 Issue:24 Volume:411 Page:6377-6386
ISSN:1618-2642
Container-title:Analytical and Bioanalytical Chemistry
language:en
Short-container-title:Anal Bioanal Chem

Author:

Su Benzhe,Luo Ping,Yang Zhao,Yu Pei,Li Zaifang,Yin Peiyuan,Zhou Lina,Fan Jinhu,Huang Xin,Lin Xiaohui,Qiao Youlin,Xu Guowang

Funder

Chinese Academy of Medical Sciences Innovation Fund for Medical Sciences

National Natural Science Foundation of China

Publisher

Springer Science and Business Media LLC

Subject

Biochemistry,Analytical Chemistry

Link

http://link.springer.com/content/pdf/10.1007/s00216-019-02011-w.pdf

Reference56 articles.

1. Ghosh D, Chinnaiyan AM. Classification and selection of biomarkers in genomic data using LASSO. J Biomed Biotechnol. 2005;2:147–54.

2. Luo P, Yin PY, Hua R, Tan YX, Li ZF, Qiu GK, et al. A large-scale, multicenter serum metabolite biomarker identification study for the early detection of hepatocellular carcinoma. Hepatology. 2018;67(2):662–75.

3. Guyon I, Weston J, Barnhill S, Vapnik V. Gene selection for cancer classification using support vector machines. Mach Learn. 2002;46(1–3):389–422.

4. Barabasi AL, Oltvai ZN. Network biology: understanding the cell’s functional organization. Nat Rev Genet. 2004;5(2):101–13.

5. Sa RN, Zhang WW, Ge J, Wei XB, Zhou YH, Landzberg DR, et al. Discovering a critical transition state from nonalcoholic hepatosteatosis to nonalcoholic steatohepatitis by lipidomics and dynamical network biomarkers. J Mol Cell Biol. 2016;8(3):195–206.

Cited by 14 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Deep learning-based metabolomics data study of prostate cancer;2024-06-12

2. Multiomics characterization of fatty acid metabolism for the clinical management of hepatocellular carcinoma;Scientific Reports;2023-12-18

3. Study on the potential mechanism of Qingxin Lianzi Yin Decoction on renoprotection in db/db mice via network pharmacology and metabolomics;Phytomedicine;2023-11

4. Characteristics of Cancer Epidemiology Studies That Employ Metabolomics: A Scoping Review;Cancer Epidemiology, Biomarkers & Prevention;2023-07-06

5. Dynamic Network Construction for Identifying Early Warning Signals Based On a Data-Driven Approach: Early Diagnosis Biomarker Discovery for Gastric Cancer;IEEE/ACM Transactions on Computational Biology and Bioinformatics;2023-03-01