Comprehensive molecular analyses of cuproptosis-related genes with regard to prognosis, immune landscape, and response to immune checkpoint blockers in lung adenocarcinoma
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Published:2024-05-09
Issue:5
Volume:150
Page:
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ISSN:1432-1335
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Container-title:Journal of Cancer Research and Clinical Oncology
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language:en
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Short-container-title:J Cancer Res Clin Oncol
Author:
Li Ruixia,Tong Run,Zhang Jasmine Lin,Zhang Zhe,Deng Mingming,Hou Gang
Abstract
Abstract
Background
Recent studies have emphasized the importance of the biological processes of different forms of cell death in tumor heterogeneity and anti-tumor immunity. Nonetheless, the relationship between cuproptosis and lung adenocarcinoma (LUAD) remains largely unexplored.
Methods
Data for 793 LUAD samples and 59 normal lung tissues obtained from TCGA-LUAD cohort GEO datasets were used in this study. A total of 165 LUAD tissue samples and paired normal lung tissue samples obtained from our hospital were used to verify the prognostic value of dihydrolipoamide S-acetyltransferase (DLAT) and dihydrolipoamide branched chain transacylase E2 (DBT) for LUAD. The cuproptosis-related molecular patterns of LUAD were identified using consensus molecular clustering. Recursive feature elimination with random forest and a tenfold cross-validation method was applied to construct the cuproptosis score (CPS) for LUAD.
Results
Bioinformatic and immunohistochemistry (IHC) analyses revealed that 13 core genes of cuproptosis were all significantly elevated in LUAD tissues, among which DBT and DLAT were associated with poor prognosis (DLAT, HR = 6.103; DBT, HR = 4.985). Based on the expression pattern of the 13 genes, two distinct cuproptosis-related patterns have been observed in LUAD: cluster 2 which has a relatively higher level of cuproptosis was characterized by immunological ignorance; conversely, cluster 1 which has a relatively lower level of cuproptosis is characterized by TILs infiltration and anti-tumor response. Finally, a scoring scheme termed the CPS was established to quantify the cuproptosis-related pattern and predict the prognosis and the response to immune checkpoint blockers of each individual patient with LUAD.
Conclusion
Cuproptosis was found to influence tumor microenvironment (TME) characteristics and heterogeneity in LUAD. Patients with a lower CPS had a relatively better prognosis, more abundant immune infiltration in the TME, and an enhanced response to immune checkpoint inhibitors.
Funder
the National High Level Hospital Clinical Research Funding the Elite Medical Professionals Project of China-Japan Friendship Hospital the Non-profit Central Research Institute Fund of the Chinese Academy of Medical Sciences
Publisher
Springer Science and Business Media LLC
Reference45 articles.
1. Brody H (2020) Lung cancer. Nature 587(7834):S7 2. Chen Q, Wang Y, Yang L, Sun L, Wen Y, Huang Y, Gao K, Yang W, Bai F, Ling L, Zhou Z, Zhang X, Xiong J, Zhai R (2022) PM2.5 promotes NSCLC carcinogenesis through translationally and transcriptionally activating DLAT-mediated glycolysis reprograming. J Exp Clin Cancer Res 41(1):229 3. Cui C, Chakraborty K, Tang XA, Zhou G, Schoenfelt KQ, Becker KM, Hoffman A, Chang YF, Blank A, Reardon CA, Kenny HA, Vaisar T, Lengyel E, Greene G, Becker L (2021) Neutrophil elastase selectively kills cancer cells and attenuates tumorigenesis. Cell 184(12):3163-3177.e3121 4. de Sousa VML, Carvalho L (2018) Heterogeneity in lung cancer. Pathobiology 85(1–2):96–107 5. Deng M, Liu B, Zhang Z, Chen Y, Wang Y, Wang X, Lv Q, Yang X, Hou K, Che X, Qu X, Liu Y, Zhang Y, Hu X (2020a) Knockdown of G-protein-signaling modulator 2 promotes metastasis of non-small-cell lung cancer by inducing the expression of Snail. Cancer Sci 111(9):3210–3221
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