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Integrated analysis of patients with KEAP1/NFE2L2/CUL3 mutations in lung adenocarcinomas
OBJECTIVES: To explore the clinical features, molecular characteristics, and immune landscape of lung adenocarcinoma patients with KEAP1/NFE2L2/CUL3 mutations. METHODS: The multi‐omics data from the GDC‐TCGA LUAD project of The Cancer Genome Atlas (TCGA) database were downloaded from the Xena browse...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8633244/ https://www.ncbi.nlm.nih.gov/pubmed/34617407 http://dx.doi.org/10.1002/cam4.4338 |
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author | Jin, Xing Zheng, Yuansheng Chen, Zhencong Wang, Fei Bi, Guoshu Li, Ming Liang, Jiaqi Sui, Qihai Bian, Yunyi Hu, Zhengyang Qiao, Yulei Xu, Songtao |
author_facet | Jin, Xing Zheng, Yuansheng Chen, Zhencong Wang, Fei Bi, Guoshu Li, Ming Liang, Jiaqi Sui, Qihai Bian, Yunyi Hu, Zhengyang Qiao, Yulei Xu, Songtao |
author_sort | Jin, Xing |
collection | PubMed |
description | OBJECTIVES: To explore the clinical features, molecular characteristics, and immune landscape of lung adenocarcinoma patients with KEAP1/NFE2L2/CUL3 mutations. METHODS: The multi‐omics data from the GDC‐TCGA LUAD project of The Cancer Genome Atlas (TCGA) database were downloaded from the Xena browser. The estimate of the immune infiltration was implemented by using the GSVA analysis and CIBERSORT. The status of KEAP1/NFE2L2/CUL3 mutation in 50 LUAD samples of our department was detected by using Sanger sequencing, following the relative expression level of differentially expressed genes (DEGs), miRNAs (DEmiRNAs), and lncRNAs (DElncRNAs) was validated by IHC and real‐time quantitative polymerase chain reaction (RT‐qPCR). RESULTS: The Kaplan–Meier and multivariable Cox regression analyses demonstrated that KEAP1/NFE2L2/CUL3 mutations had independent prognostic value for OS and PFS in LUAD patients. The differential analysis detected 207 upregulated genes (like GSR/UGT1A6) and 447 downregulated genes (such as PIGR). GO, KEGG, and GSEA analyses demonstrated that DEGs were enriched in glutamate metabolism and the immune response. The constructed ceRNA network shows the linkage of differential lncRNAs and mRNAs. Three hundred and nine somatic mutations were detected, alterations in immune infiltration DNA methylations and stemness scores were also founded between the two groups. Eight mutated LUAD patients were detected by Sanger DNA sequencing in 50 surgical patients. GSR and UGT1A6 were validated to express higher in the Mut group, whereas the expression of PIGR was restrained. Furthermore, the IHC staining conducted on paraffin‐embedded tissue emphasizes the consistency of our result. CONCLUSION: This research implemented the comprehensive analysis of KEAP1/NFE2L2/CUL3 somatic mutations in the LUAD patients. Compared with the wild type of LUAD patients, the Mut group shows a large difference in clinical features, RNA sequence, DNA methylation, and immune infiltrations, indicating complex mechanism oncogenesis and also reveals potential therapeutic targets. |
format | Online Article Text |
id | pubmed-8633244 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-86332442021-12-06 Integrated analysis of patients with KEAP1/NFE2L2/CUL3 mutations in lung adenocarcinomas Jin, Xing Zheng, Yuansheng Chen, Zhencong Wang, Fei Bi, Guoshu Li, Ming Liang, Jiaqi Sui, Qihai Bian, Yunyi Hu, Zhengyang Qiao, Yulei Xu, Songtao Cancer Med Bioinformatics OBJECTIVES: To explore the clinical features, molecular characteristics, and immune landscape of lung adenocarcinoma patients with KEAP1/NFE2L2/CUL3 mutations. METHODS: The multi‐omics data from the GDC‐TCGA LUAD project of The Cancer Genome Atlas (TCGA) database were downloaded from the Xena browser. The estimate of the immune infiltration was implemented by using the GSVA analysis and CIBERSORT. The status of KEAP1/NFE2L2/CUL3 mutation in 50 LUAD samples of our department was detected by using Sanger sequencing, following the relative expression level of differentially expressed genes (DEGs), miRNAs (DEmiRNAs), and lncRNAs (DElncRNAs) was validated by IHC and real‐time quantitative polymerase chain reaction (RT‐qPCR). RESULTS: The Kaplan–Meier and multivariable Cox regression analyses demonstrated that KEAP1/NFE2L2/CUL3 mutations had independent prognostic value for OS and PFS in LUAD patients. The differential analysis detected 207 upregulated genes (like GSR/UGT1A6) and 447 downregulated genes (such as PIGR). GO, KEGG, and GSEA analyses demonstrated that DEGs were enriched in glutamate metabolism and the immune response. The constructed ceRNA network shows the linkage of differential lncRNAs and mRNAs. Three hundred and nine somatic mutations were detected, alterations in immune infiltration DNA methylations and stemness scores were also founded between the two groups. Eight mutated LUAD patients were detected by Sanger DNA sequencing in 50 surgical patients. GSR and UGT1A6 were validated to express higher in the Mut group, whereas the expression of PIGR was restrained. Furthermore, the IHC staining conducted on paraffin‐embedded tissue emphasizes the consistency of our result. CONCLUSION: This research implemented the comprehensive analysis of KEAP1/NFE2L2/CUL3 somatic mutations in the LUAD patients. Compared with the wild type of LUAD patients, the Mut group shows a large difference in clinical features, RNA sequence, DNA methylation, and immune infiltrations, indicating complex mechanism oncogenesis and also reveals potential therapeutic targets. John Wiley and Sons Inc. 2021-10-06 /pmc/articles/PMC8633244/ /pubmed/34617407 http://dx.doi.org/10.1002/cam4.4338 Text en © 2021 The Authors. Cancer Medicine published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Bioinformatics Jin, Xing Zheng, Yuansheng Chen, Zhencong Wang, Fei Bi, Guoshu Li, Ming Liang, Jiaqi Sui, Qihai Bian, Yunyi Hu, Zhengyang Qiao, Yulei Xu, Songtao Integrated analysis of patients with KEAP1/NFE2L2/CUL3 mutations in lung adenocarcinomas |
title | Integrated analysis of patients with KEAP1/NFE2L2/CUL3 mutations in lung adenocarcinomas |
title_full | Integrated analysis of patients with KEAP1/NFE2L2/CUL3 mutations in lung adenocarcinomas |
title_fullStr | Integrated analysis of patients with KEAP1/NFE2L2/CUL3 mutations in lung adenocarcinomas |
title_full_unstemmed | Integrated analysis of patients with KEAP1/NFE2L2/CUL3 mutations in lung adenocarcinomas |
title_short | Integrated analysis of patients with KEAP1/NFE2L2/CUL3 mutations in lung adenocarcinomas |
title_sort | integrated analysis of patients with keap1/nfe2l2/cul3 mutations in lung adenocarcinomas |
topic | Bioinformatics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8633244/ https://www.ncbi.nlm.nih.gov/pubmed/34617407 http://dx.doi.org/10.1002/cam4.4338 |
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