Skip to content
Log in
Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Z. Qiu

View on Semantic Scholar

1 paper indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Open access Aug 2026

Integration of single-cell transcriptomics and genomic mutation analysis identifies an immunotherapy-resistant tumor subcluster and validates ARNTL2 as a malignant driver in lung adenocarcinoma

Highlights • Single-cell sequencing reveals resistance-linked malignant subcluster in LUAD.• Cluster 2 shows hyperproliferative reprogramming with KRT17, S100A2, CST6 upregulation.• CoxBoost + survivalSVM model achieves optimal C-index of 0.686 across seven cohorts.• Low-risk patients exhibit greater immune infiltratio...

Z. Qiu, Hui Zhao, Qiong Lyu et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.