Integrative single-cell and bulk RNA sequencing unravels the role of ACTN1 in promoting lung cancer with brain metastasis and epidermal growth factor receptor-tyrosine kinase inhibitor resistance

Background: Brain metastasis (BM) remains a severe and fatal complication in patients with lung cancer (LC), presenting a major therapeutic challenge. Although epidermal growth factor receptor-tyrosine kinase inhibitors (EGFR-TKIs) have emerged as a cornerstone of targeted therapy, their clinical efficacy is often limited by the inevitable development of drug resistance. Methods: We initially constructed a general atlas of the tumor microenvironment (TME) in LCBM lesions by integrating single-cell RNA sequencing (scRNA-seq) data. The sensitivity of each cell cluster to EGFR-TKIs was assessed by the "Beyondcell" method. By performing high-dimensional Weighted Gene Co-expression Network Analysis (hdWGCNA), we identified hub genes within an EGFR-TKI resistance-associated cell cluster. Finally, the functional role of the most promising candidate, ACTN1, was further investigated in a constructed osimertinib-resistant LC cell line. Results: experiments confirmed the pro-resistance and pro-metastatic functions of ACTN1 in osimertinib-resistant LC cells. Conclusion: ACTN1 was discovered to induce malignant progression and formation of EGFR-TKI resistance. Targeting ACTN1-related pathways may provide novel insights to treat LCBM and overcome intracranial EGFR-TKI resistance.

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Journal
Frontiers in Cell and Developmental Biology
Published
2026-04-14
DOI
https://doi.org/10.3389/fcell.2026.1738641
Primary Topic
Lung Cancer Treatments and Mutations
Type
article
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article

Integrative single-cell and bulk RNA sequencing unravels the role of ACTN1 in promoting lung cancer with brain metastasis and epidermal growth factor receptor-tyrosine kinase inhibitor resistance

Ziyu Zhang, Wentian Wu, Jiaxuan Qin, Yingying Du et al.
Frontiers in Cell and Developmental Biology
Lung Cancer Treatments and Mutations
article

Integrative single-cell and bulk RNA sequencing unravels the role of ACTN1 in promoting lung cancer with brain metastasis and epidermal growth factor receptor-tyrosine kinase inhibitor resistance

Ziyu Zhang, Wentian Wu, Jiaxuan Qin, Yingying Du, Shangjia Gui, Yiruo Zhang, Min Yang
article en

Abstract

Background: Brain metastasis (BM) remains a severe and fatal complication in patients with lung cancer (LC), presenting a major therapeutic challenge. Although epidermal growth factor receptor-tyrosine kinase inhibitors (EGFR-TKIs) have emerged as a cornerstone of targeted therapy, their clinical efficacy is often limited by the inevitable development of drug resistance. Methods: We initially constructed a general atlas of the tumor microenvironment (TME) in LCBM lesions by integrating single-cell RNA sequencing (scRNA-seq) data. The sensitivity of each cell cluster to EGFR-TKIs was assessed by the "Beyondcell" method. By performing high-dimensional Weighted Gene Co-expression Network Analysis (hdWGCNA), we identified hub genes within an EGFR-TKI resistance-associated cell cluster. Finally, the functional role of the most promising candidate, ACTN1, was further investigated in a constructed osimertinib-resistant LC cell line. Results: experiments confirmed the pro-resistance and pro-metastatic functions of ACTN1 in osimertinib-resistant LC cells. Conclusion: ACTN1 was discovered to induce malignant progression and formation of EGFR-TKI resistance. Targeting ACTN1-related pathways may provide novel insights to treat LCBM and overcome intracranial EGFR-TKI resistance.

Frontiers in Cell and Developmental BiologyVol. 14
Anhui Medical University (CN), Anhui University of Traditional Chinese Medicine (CN), First Affiliated Hospital of Anhui Medical University (CN)
Good health and well-being
Openalex Percentile: Top 24%
Lung Cancer Treatments and Mutations
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Integrative single-cell and bulk RNA sequencing unravels the role of ACTN1 in promoting lung cancer with brain metastasis and epidermal growth factor receptor-tyrosine kinase inhibitor resistance — Ziyu Zhang, Wentian Wu, et al. · Frontiers in Cell and Developmental Biology (2026) | TGRS Research Map | TGRS