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Published in: Discover Oncology 1/2024

Open Access 01-12-2024 | NSCLC | Research

Identification of gene variation feature for targeted therapy of non-small cell lung cancer through combined method of DNA and RNA sequencing

Authors: Wenguang Pang, Longlong Gong, Wangpan Shi, Hongbo Zheng, Min Ye, Jiarong Chen, Ronggang Li, Xin Zhang, Dong Ren, Zheng Wang

Published in: Discover Oncology | Issue 1/2024

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Abstract

Next generation sequencing (NGS) is typically used to reveal tumor gene variation feature for targeted therapy of various types of human cancers, including non-small cell lung cancer (NSCLC). Here, we report the role and potential applicable value of combining DNA and RNA sequencing in gene variation detection in NSCLC. 386 NSCLC patients with stage II-IV were enrolled and detected using NGS sequencing of DNA and RNA panels that covered all well-documented target driver genes from the Chinese Society of Clinical Oncology (CSCO). The rate of epidermal growth factor receptor (EGFR) single nucleotide variation (SNV)/indel, mesenchymal-epithelial transition factor (MET) copy number variation (CNV) and anaplastic lymphoma kinase (ALK) fusion were 52.1%, 4.1% and 6.0% in the NSCLC cohort. The landscapes of SNV/indel, CNV and gene fusion in the cohort were depicted as well. Meanwhile, we assessed detection efficacy of DNA and RNA sequencing in gene fusion. Detected number and types of gene fusion using the RNA sequencing were better than those using the DNA sequencing. Gene fusion with intergenic region was only detected by DNA sequencing and MET exon 14 skipping (METΔex14) was more easily identified by RNA sequencing. Finally, we investigated clinical correlations of SNV/indel/CNV/fusion with clinicopathologic features in the NSCLC cohort. Taken together, RNA sequencing significantly complements deficiency of DNA sequencing for gene fusion, which cooperatively presents comprehensive and reliable gene variation features and facilitate the identification of potential drug targets for NSCLC patients.
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Literature
1.
go back to reference Sung H, Ferlay J, Siegel RL, Laversanne M, Soerjomataram I, Jemal A, et al. Global cancer statistics 2020: globocan estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 2021;71(3):209–49.CrossRefPubMed Sung H, Ferlay J, Siegel RL, Laversanne M, Soerjomataram I, Jemal A, et al. Global cancer statistics 2020: globocan estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 2021;71(3):209–49.CrossRefPubMed
2.
go back to reference Sholl LM, Aisner DL, Varella-Garcia M, Berry LD, Dias-Santagata D, Wistuba II, et al. Multi-institutional oncogenic driver mutation analysis in lung adenocarcinoma: the lung cancer mutation consortium experience. J Thorac Oncol. 2015;10(5):768–77.CrossRefPubMedPubMedCentral Sholl LM, Aisner DL, Varella-Garcia M, Berry LD, Dias-Santagata D, Wistuba II, et al. Multi-institutional oncogenic driver mutation analysis in lung adenocarcinoma: the lung cancer mutation consortium experience. J Thorac Oncol. 2015;10(5):768–77.CrossRefPubMedPubMedCentral
3.
go back to reference Herbst RS, Morgensztern D, Boshoff C. The biology and management of non-small cell lung cancer. Nature. 2018;553(7689):446–54.ADSCrossRefPubMed Herbst RS, Morgensztern D, Boshoff C. The biology and management of non-small cell lung cancer. Nature. 2018;553(7689):446–54.ADSCrossRefPubMed
4.
go back to reference He J, Su C, Liang W, Xu S, Wu L, Fu X, et al. Icotinib versus chemotherapy as adjuvant treatment for stage II-IIIA EGFR-mutant non-small-cell lung cancer (EVIDENCE): a randomised, open-label, phase 3 trial. Lancet Respir Med. 2021;9(9):1021–9.CrossRefPubMed He J, Su C, Liang W, Xu S, Wu L, Fu X, et al. Icotinib versus chemotherapy as adjuvant treatment for stage II-IIIA EGFR-mutant non-small-cell lung cancer (EVIDENCE): a randomised, open-label, phase 3 trial. Lancet Respir Med. 2021;9(9):1021–9.CrossRefPubMed
5.
go back to reference Wu YL, Tsuboi M, He J, John T, Grohe C, Majem M, et al. Osimertinib in resected EGFR-mutated non-small-cell lung cancer. N Engl J Med. 2020;383(18):1711–23.CrossRefPubMed Wu YL, Tsuboi M, He J, John T, Grohe C, Majem M, et al. Osimertinib in resected EGFR-mutated non-small-cell lung cancer. N Engl J Med. 2020;383(18):1711–23.CrossRefPubMed
6.
go back to reference Zhong WZ, Wang Q, Mao WM, Xu ST, Wu L. Gefitinib versus vinorelbine plus cisplatin as adjuvant treatment for stage II-IIIA (N1–N2) EGFR-mutant NSCLC: final overall survival analysis of CTONG1104 phase III trial. J Clin Oncol. 2021;39(7):713–22.CrossRefPubMed Zhong WZ, Wang Q, Mao WM, Xu ST, Wu L. Gefitinib versus vinorelbine plus cisplatin as adjuvant treatment for stage II-IIIA (N1–N2) EGFR-mutant NSCLC: final overall survival analysis of CTONG1104 phase III trial. J Clin Oncol. 2021;39(7):713–22.CrossRefPubMed
7.
go back to reference Zhou C, Kim SW, Reungwetwattana T, Zhou J, Zhang Y, He J, et al. Alectinib versus crizotinib in untreated Asian patients with anaplastic lymphoma kinase-positive non-small-cell lung cancer (ALESIA): a randomised phase 3 study. Lancet Respir Med. 2019;7(5):437–46.CrossRefPubMed Zhou C, Kim SW, Reungwetwattana T, Zhou J, Zhang Y, He J, et al. Alectinib versus crizotinib in untreated Asian patients with anaplastic lymphoma kinase-positive non-small-cell lung cancer (ALESIA): a randomised phase 3 study. Lancet Respir Med. 2019;7(5):437–46.CrossRefPubMed
8.
go back to reference Soria JC, Tan DSW, Chiari R, Wu YL, Paz-Ares L, Wolf J, et al. First-line ceritinib versus platinum-based chemotherapy in advanced ALK-rearranged non-small-cell lung cancer (ASCEND-4): a randomised, open-label, phase 3 study. Lancet. 2017;389(10072):917–29.CrossRefPubMed Soria JC, Tan DSW, Chiari R, Wu YL, Paz-Ares L, Wolf J, et al. First-line ceritinib versus platinum-based chemotherapy in advanced ALK-rearranged non-small-cell lung cancer (ASCEND-4): a randomised, open-label, phase 3 study. Lancet. 2017;389(10072):917–29.CrossRefPubMed
9.
go back to reference Wolf J, Seto T, Han JY, Reguart N, Garon EB, Groen HJM, et al. Capmatinib in MET Exon 14-mutated or MET-amplified non-small-cell lung cancer. N Engl J Med. 2020;383(10):944–57.CrossRefPubMed Wolf J, Seto T, Han JY, Reguart N, Garon EB, Groen HJM, et al. Capmatinib in MET Exon 14-mutated or MET-amplified non-small-cell lung cancer. N Engl J Med. 2020;383(10):944–57.CrossRefPubMed
10.
go back to reference Ettinger DS, Wood DE, Aisner DL, Akerley W, Bauman JR, Bharat A, et al. Non-small cell lung cancer, version 3.2022, NCCN clinical practice guidelines in oncology. J Natl Compr Canc Netw. 2022;20(5):497–530.CrossRefPubMed Ettinger DS, Wood DE, Aisner DL, Akerley W, Bauman JR, Bharat A, et al. Non-small cell lung cancer, version 3.2022, NCCN clinical practice guidelines in oncology. J Natl Compr Canc Netw. 2022;20(5):497–530.CrossRefPubMed
11.
go back to reference Kaya C, Dorsaint P, Mercurio S, Campbell AM, Eng KW, Nikiforova MN, et al. Limitations of detecting genetic variants from the RNA sequencing data in tissue and fine-needle aspiration samples. Thyroid. 2021;31(4):589–95.CrossRefPubMedPubMedCentral Kaya C, Dorsaint P, Mercurio S, Campbell AM, Eng KW, Nikiforova MN, et al. Limitations of detecting genetic variants from the RNA sequencing data in tissue and fine-needle aspiration samples. Thyroid. 2021;31(4):589–95.CrossRefPubMedPubMedCentral
12.
go back to reference Xu E, Su K, Zhou Y, Gong L, Xuan Y, Liao M, et al. Comprehensive landscape and interference of clonal haematopoiesis mutations for liquid biopsy: a Chinese pan-cancer cohort. J Cell Mol Med. 2021;25(21):10279–90.CrossRefPubMedPubMedCentral Xu E, Su K, Zhou Y, Gong L, Xuan Y, Liao M, et al. Comprehensive landscape and interference of clonal haematopoiesis mutations for liquid biopsy: a Chinese pan-cancer cohort. J Cell Mol Med. 2021;25(21):10279–90.CrossRefPubMedPubMedCentral
13.
go back to reference Li W, Guo L, Liu Y, Dong L, Yang L, Chen L, et al. Potential unreliability of uncommon ALK, ROS1, and RET genomic breakpoints in predicting the efficacy of targeted therapy in NSCLC. J Thorac Oncol. 2021;16(3):404–18.CrossRefPubMed Li W, Guo L, Liu Y, Dong L, Yang L, Chen L, et al. Potential unreliability of uncommon ALK, ROS1, and RET genomic breakpoints in predicting the efficacy of targeted therapy in NSCLC. J Thorac Oncol. 2021;16(3):404–18.CrossRefPubMed
14.
go back to reference O’Brien TD, Jia P, Xia J, Saxena U, Jin H, Vuong H, et al. Inconsistency and features of single nucleotide variants detected in whole exome sequencing versus transcriptome sequencing: a case study in lung cancer. Methods. 2015;83:118–27.CrossRefPubMedPubMedCentral O’Brien TD, Jia P, Xia J, Saxena U, Jin H, Vuong H, et al. Inconsistency and features of single nucleotide variants detected in whole exome sequencing versus transcriptome sequencing: a case study in lung cancer. Methods. 2015;83:118–27.CrossRefPubMedPubMedCentral
15.
go back to reference Lee HJ, Xu X, Choe G, Chung DH, Seo JW, Lee JH, et al. Protein overexpression and gene amplification of epidermal growth factor receptor in nonsmall cell lung carcinomas: comparison of four commercially available antibodies by immunohistochemistry and fluorescence in situ hybridization study. Lung Cancer. 2010;68(3):375–82.CrossRefPubMed Lee HJ, Xu X, Choe G, Chung DH, Seo JW, Lee JH, et al. Protein overexpression and gene amplification of epidermal growth factor receptor in nonsmall cell lung carcinomas: comparison of four commercially available antibodies by immunohistochemistry and fluorescence in situ hybridization study. Lung Cancer. 2010;68(3):375–82.CrossRefPubMed
16.
go back to reference Wang S, Jia M, He Z, Liu X-S. APOBEC3B and APOBEC mutational signature as potential predictive markers for immunotherapy response in non-small cell lung cancer. Oncogene. 2018;37(29):3924–36.CrossRefPubMedPubMedCentral Wang S, Jia M, He Z, Liu X-S. APOBEC3B and APOBEC mutational signature as potential predictive markers for immunotherapy response in non-small cell lung cancer. Oncogene. 2018;37(29):3924–36.CrossRefPubMedPubMedCentral
17.
go back to reference Yin J, Li Y, Zhao H, Qin Q, Li X, Huang J, et al. Copy-number variation of MCL1 predicts overall survival of non-small-cell lung cancer in a Southern Chinese population. Cancer Med. 2016;5(9):2171–9.CrossRefPubMedPubMedCentral Yin J, Li Y, Zhao H, Qin Q, Li X, Huang J, et al. Copy-number variation of MCL1 predicts overall survival of non-small-cell lung cancer in a Southern Chinese population. Cancer Med. 2016;5(9):2171–9.CrossRefPubMedPubMedCentral
18.
go back to reference Heo Y, Heo J, Han S-s, Kim WJ, Cheong HS, Hong Y. Difference of copy number variation in blood of patients with lung cancer. Int J Biol Markers. 2020;36(1):3–9.CrossRefPubMed Heo Y, Heo J, Han S-s, Kim WJ, Cheong HS, Hong Y. Difference of copy number variation in blood of patients with lung cancer. Int J Biol Markers. 2020;36(1):3–9.CrossRefPubMed
Metadata
Title
Identification of gene variation feature for targeted therapy of non-small cell lung cancer through combined method of DNA and RNA sequencing
Authors
Wenguang Pang
Longlong Gong
Wangpan Shi
Hongbo Zheng
Min Ye
Jiarong Chen
Ronggang Li
Xin Zhang
Dong Ren
Zheng Wang
Publication date
01-12-2024
Publisher
Springer US
Published in
Discover Oncology / Issue 1/2024
Print ISSN: 1868-8497
Electronic ISSN: 2730-6011
DOI
https://doi.org/10.1007/s12672-024-00915-3

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