PGM5: a novel diagnostic and prognostic biomarker for liver cancer

被引:49
作者
Jiao, Yan [1 ]
Li, Yanqing [2 ]
Jiang, Peiqiang [1 ]
Han, Wei [1 ]
Liu, Yahui [1 ]
机构
[1] Jilin Univ, Dept Hepatobiliary & Pancreat Surg, Hosp 1, Changchun, Jilin, Peoples R China
[2] Jilin Univ, Coll Basic Med Sci, Dept Pathophysiol, Changchun, Jilin, Peoples R China
来源
PEERJ | 2019年 / 7卷
关键词
Liver cancer; Diagnosis; Prognosis; Data mining; PGM5; ACICULIN; EXPRESSION; LOCALIZATION; DYSTROPHIN; PROTEIN;
D O I
10.7717/peerj.7070
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background. Liver cancer is a common malignancy and a significant public health problem worldwide, but diagnosis and prognostic evaluation remain challenging for clinicians. Metabolic reprogramming is a hallmark of cancer, and we therefore examined the diagnostic and prognostic value of a metabolic enzyme, phosphoglucomutase-like protein 5 (PGM5), in liver cancer. Methods. All data were from The Cancer Genome Atlas database. R and related statistical packages were used for data analysis. Hepatic PGM5 expression was determined in different groups, and the chi-squared test and Fisher's exact test were used to determine the significance of differences. The pROC package was used to determine receiver operating characteristic (ROC) curves, the survival package was used to for survival analysis and development of a Cox multivariable model, and the ggplot2 package was used for data visualization. Results. PGM5 expression was significantly lower in cancerous than adjacent normal liver tissues, and had modest diagnostic value based on ROC analysis and calculations of area under the curve (AUC). Hepatic PGM5 expression had positive associations with male sex and survival, but negative associations with advanced histologic type, advanced histologic grade, advanced stage, and advanced T classification. Patents with low PGM5 levels had poorer overall survival and relapse-free survival. PGM5 was independently associated with patient prognosis. Conclusion. PGM5 has potential use as a diagnostic and prognostic biomarker for liver cancer.
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页数:13
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