J Cancer 2022; 13(5):1512-1522. doi:10.7150/jca.66241 This issue Cite

Research Paper

Multi-omics analysis identifies distinct subtypes with clinical relevance in lung adenocarcinoma harboring KEAP1/NFE2L2

Xiaodong Yang1#, Ming Li2#, Zhencong Chen2#, Xiaobin Fan3, Liang Guo1, Bo Jin4, Yiwei Huang2, Qun Wang2, Liang Wu5✉, Cheng Zhan2✉

1. Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University, Shanghai, China.
2. Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.
3. Department of General Surgery, Xingtai Third Hospital, Hebei Province, China.
4. Department of Cardiothoracic Surgery, Zhangqiu District People's Hospital, Shandong Province, China.
5. Department of Thoracic Surgery, Shanghai General Hospital, Shanghai, China.
#These authors contributed equally to this work.

Citation:
Yang X, Li M, Chen Z, Fan X, Guo L, Jin B, Huang Y, Wang Q, Wu L, Zhan C. Multi-omics analysis identifies distinct subtypes with clinical relevance in lung adenocarcinoma harboring KEAP1/NFE2L2. J Cancer 2022; 13(5):1512-1522. doi:10.7150/jca.66241. https://www.jcancer.org/v13p1512.htm
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Abstract

Graphic abstract

Backgrounds: Lung adenocarcinoma is one of the most common malignant tumors, in which KEAP1-NFE2L2 pathway is altered frequently. The biological features and intrinsic heterogeneities of KEAP1/NFE2L2-mutant lung adenocarcinoma remain unclear.

Methods: Multiplatform data from The Cancer Genome Atlas (TCGA) were acquired to identify two subtypes of lung adenocarcinoma harboring KEAP1/NFE2L2 mutations.

Bioinformatic analyses, including immune microenvironment, methylation level and mutational signature, were performed to characterize the intrinsic heterogeneities. Meanwhile, initial results were validated by using in silico assessment of common lung adenocarcinoma cell lines, which revealed consistent features of mutant subtypes. Furthermore, drug sensitivity screening was conducted based on public datasets.

Results: Two mutant subtypes (P1 and P2) of 89 patients were identified in TCGA. P2 patients had significantly higher levels of smoking and worse survival compared with P1 patients. The P2 subset was characterized by active immune microenvironment and more smoking-induced genomic alterations with respect to methylation and somatic mutations. Validations of the corresponding features in 20 mutant cell lines were achieved. Several compounds which were sensitive to mutant subtypes of lung adenocarcinoma were identified, such as inhibitors of PI3K/Akt and IGF1R signaling pathways.

Conclusions: KEAP1/NFE2L2-mutant lung adenocarcinoma showed potential heterogeneities. The intrinsic heterogeneities of KEAP1/NFE2L2 were associated with immune microenvironment and smoking-related genomic aberrations.

Keywords: lung adenocarcinoma, KEAP1, mutation, NFE2L2


Citation styles

APA
Yang, X., Li, M., Chen, Z., Fan, X., Guo, L., Jin, B., Huang, Y., Wang, Q., Wu, L., Zhan, C. (2022). Multi-omics analysis identifies distinct subtypes with clinical relevance in lung adenocarcinoma harboring KEAP1/NFE2L2. Journal of Cancer, 13(5), 1512-1522. https://doi.org/10.7150/jca.66241.

ACS
Yang, X.; Li, M.; Chen, Z.; Fan, X.; Guo, L.; Jin, B.; Huang, Y.; Wang, Q.; Wu, L.; Zhan, C. Multi-omics analysis identifies distinct subtypes with clinical relevance in lung adenocarcinoma harboring KEAP1/NFE2L2. J. Cancer 2022, 13 (5), 1512-1522. DOI: 10.7150/jca.66241.

NLM
Yang X, Li M, Chen Z, Fan X, Guo L, Jin B, Huang Y, Wang Q, Wu L, Zhan C. Multi-omics analysis identifies distinct subtypes with clinical relevance in lung adenocarcinoma harboring KEAP1/NFE2L2. J Cancer 2022; 13(5):1512-1522. doi:10.7150/jca.66241. https://www.jcancer.org/v13p1512.htm

CSE
Yang X, Li M, Chen Z, Fan X, Guo L, Jin B, Huang Y, Wang Q, Wu L, Zhan C. 2022. Multi-omics analysis identifies distinct subtypes with clinical relevance in lung adenocarcinoma harboring KEAP1/NFE2L2. J Cancer. 13(5):1512-1522.

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