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Author

Hailin Liu

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Open access Sep 2026

Integrated single-cell and bulk transcriptomic analysis reveals an epithelial cell-derived prognostic and immunotherapeutic signature with ADAM12 as a key functional regulator in non-small cell lung cancer

Highlights • Single-cell transcriptomics reveals epithelial heterogeneity shaping NSCLC immunity.• A 101-algorithm ML framework constructs a Prognostic and Immunotherapeutic Signature.• PIS stratifies NSCLC patients by prognosis and immune checkpoint blockade response.• ADAM12 inhibition enhances anti-PD-1 efficacy in preclinical mouse models.

Hai-Lin Liu, Jun-Jie Yu, Yan-Tao Jiang et al. · 0 citations
Open access Jul 2026

NSUN2-mediated m5C modification of E2F1 promotes lung adenocarcinoma progression via the RAD54L signaling axis.

This work identifies a hierarchical signaling axis driven by the RNA methyltransferase NSUN2 that fuels LUAD progression and establishes the NSUN2-E2F1-RAD54L axis as a critical driver of LUAD and a promising target for therapeutic intervention.

Yue Li, Chen Chen, Hailin Liu et al. · 0 citations

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