Author

Shiliang Ji

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Open access Oct 2026

A Hypoxia and ER Stress-Related Gene Signature for Prognostic Prediction in Glioblastoma: An Integrated Machine Learning Approach

Glioblastoma (GBM) is among the most aggressive primary brain tumors and carries a dismal prognosis. Hypoxia and endoplasmic reticulum (ER) stress have been proven to promote the development of GBM, but their combined role in the prognosis of GBM has yet to be clarified. The goal of the present study was to...

Jing-Yu Qian, Shi-Liang Ji, Fan Jin · Cancer Informatics · 0 citations

Open access Aug 2026

A Five-Gene Stromal-EMT Signature Predicts Prognosis, Immunotherapy Resistance, and Therapeutic Vulnerability in Bladder Cancer

The five-gene score is best interpreted not as a standalone universal prognostic classifier, but as a compact stromal-EMT and immune-suppression phenotype associated with inferior ICB response, which supports a framework linking prognosis, microenvironment biology, immunotherapy resistance, and therapeutic hypotheses i...

Wen Zhang, Shi-Liang Ji · bioRxiv · 0 citations