Frontiers in cell and developmental biology · 2026
Integrated single-cell and multi-cohort analyses reveal CTCF as a key regulator of chemo-immunotherapy resistance in lung adenocarcinoma.
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Chen Hui, Zhang Taiyang, Zhang Yiwei, Li Mohan, Yang Haoran, Zhang Yue, Xu Feng
Аннотация
BACKGROUND: Chemo-immunotherapy has improved clinical outcomes in non-small cell lung cancer (NSCLC), but resistance remains a major challenge. The tumor cell states and molecular mechanisms underlying treatment resistance are not fully understood.
METHODS: Single-cell RNA sequencing data from NSCLC patients receiving chemo-immunotherapy were integrated with public transcriptomic cohorts and functional experiments. Resistance-associated tumor cell populations were identified, and key regulatory factors were investigated through bioinformatic analyses and experimental validation.
RESULTS: Single-cell analysis identified a malignant epithelial cell subpopulation enriched in patients with stable disease, suggesting a resistance-associated tumor cell state. Genes derived from this population were associated with unfavorable prognosis and were used to construct a prognostic model with consistent performance across multiple independent cohorts. Among the candidate genes, CTCF was identified as a key regulator associated with poor survival and reduced immune infiltration. In an orthotopic lung tumor model, Ctcf knockdown enhanced the antitumor efficacy of pemetrexed combined with anti-PD-1 treatment and promoted CD8+ T-cell activity. Mechanistically, CTCF directly upregulated RRM2 and CD276, which mediated chemotherapy resistance and immune suppression, respectively.
CONCLUSION: Our findings identify CTCF as a critical regulator of chemo-immunotherapy resistance in NSCLC. The CTCF-RRM2/CD276 axis links tumor-intrinsic drug resistance with immune evasion and may represent a potential therapeutic target.
METHODS: Single-cell RNA sequencing data from NSCLC patients receiving chemo-immunotherapy were integrated with public transcriptomic cohorts and functional experiments. Resistance-associated tumor cell populations were identified, and key regulatory factors were investigated through bioinformatic analyses and experimental validation.
RESULTS: Single-cell analysis identified a malignant epithelial cell subpopulation enriched in patients with stable disease, suggesting a resistance-associated tumor cell state. Genes derived from this population were associated with unfavorable prognosis and were used to construct a prognostic model with consistent performance across multiple independent cohorts. Among the candidate genes, CTCF was identified as a key regulator associated with poor survival and reduced immune infiltration. In an orthotopic lung tumor model, Ctcf knockdown enhanced the antitumor efficacy of pemetrexed combined with anti-PD-1 treatment and promoted CD8+ T-cell activity. Mechanistically, CTCF directly upregulated RRM2 and CD276, which mediated chemotherapy resistance and immune suppression, respectively.
CONCLUSION: Our findings identify CTCF as a critical regulator of chemo-immunotherapy resistance in NSCLC. The CTCF-RRM2/CD276 axis links tumor-intrinsic drug resistance with immune evasion and may represent a potential therapeutic target.