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Comparative analysis of cancer gene mutations using targeted sequencing in matched primary and recurrent gastric cancers after chemotherapy

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Abstract

Background

Investigation of responsiveness-associated genes using longitudinal mutation analyses after standard treatments in recurrent gastric cancer (GC) is limited.

Objective

To evaluate the somatic mutations associated with resistance to combined treatment involving fluorouracil (FU) or platinum (PL) in advanced GC.

Methods

Samples from patients with advanced GC treated with FU or PL alone, or surgery plus FU/PL, were studied. GC patients who relapsed after standard chemotherapy (FU/PL) and with presence of tumor samples from initial diagnosis and recurrence were included. Targeted sequencing analysis of 143 cancer-related genes was performed using an Oncomine Comprehensive Cancer Panel.

Results

Matched samples of primary and recurrent lesions were analyzed in sixteen patients with GC. When genes with recurrent mutations in two or more patients were used as specific findings, a total of 26 genes were found. TP53 was the most predominantly increased allele frequency (AF) in recurrent GCs after standard treatment. The mutational AF of ERBB2, PTEN, and BRCA2 also commonly increased, suggesting the role of these mutations in treatment resistance, whereas the mutational AF of VLH, NF1, and STK11 frequently decreased in recurrent tumors, suggesting the role of these mutations in increasing sensitivity to treatment. TCGA gastric cancer data (n = 436) were analyzed, and mutation sites detected in 16 GC patients in this study were in agreement with TCGA cohort with some exceptions. Overall survival according to gene expression associated with chemotherapy responsiveness exhibited compatible patterns with gain or loss-of-function mutations of each gene.

Conclusions

Mutations in TP53, ERBB2, PTEN, BRCA2, VHL, NF1, and STK11 are candidate somatic alterations related to chemoresistance in GC.

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References

  • Alaoui-Jamali MA, Paterson J, Al Moustafa AE, Yen L (1997) The role of ErbB-2 tyrosine kinase receptor in cellular intrinsic chemoresistance: mechanisms and implications. Biochem Cell Biol 75:315–325

    Article  CAS  Google Scholar 

  • Arreaza G, Qiu P, Pang L, Albright A, Hong LZ, Marton MJ, Levitan D (2016) Pre-Analytical Considerations for Successful Next-Generation Sequencing (NGS): Challenges and Opportunities for Formalin-Fixed and Paraffin-Embedded Tumor Tissue (FFPE) Samples. Int J Mol Sci 17:1579

    Article  Google Scholar 

  • Bashashati A, Ha G, Tone A, Ding J, Prentice LM, Roth A, Rosner J, Shumansky K, Kalloger S, Senz J et al (2013) Distinct evolutionary trajectories of primary high-grade serous ovarian cancers revealed through spatial mutational profiling. J Pathol 231:21–34

    Article  CAS  Google Scholar 

  • Cancer Genome Atlas Research N (2014) Comprehensive molecular characterization of gastric adenocarcinoma. Nature 513:202–209

    Article  Google Scholar 

  • Cancer statistics (2018) Korea central cancer registry. https://www.cancer.go.kr/. Accessed October 29 2021

  • Carter P, Presta L, Gorman CM, Ridgway JB, Henner D, Wong WL, Rowland AM, Kotts C, Carver ME, Shepard HM (1992) Humanization of an anti-p185HER2 antibody for human cancer therapy. Proc Natl Acad Sci U S A 89:4285–4289

    Article  CAS  Google Scholar 

  • Christensen S, Van der Roest B, Besselink N, Janssen R, Boymans S, Martens JWM, Yaspo ML, Priestley P, Kuijk E, Cuppen E et al (2019) 5-Fluorouracil treatment induces characteristic T > G mutations in human cancer. Nat Commun 10:4571

    Article  Google Scholar 

  • Cristescu R, Lee J, Nebozhyn M, Kim KM, Ting JC, Wong SS, Liu J, Yue YG, Wang J, Yu K et al (2015) Molecular analysis of gastric cancer identifies subtypes associated with distinct clinical outcomes. Nat Med 21:449–456

    Article  CAS  Google Scholar 

  • Gagnon V, Mathieu I, Sexton E, Leblanc K, Asselin E (2004) AKT involvement in cisplatin chemoresistance of human uterine cancer cells. Gynecol Oncol 94:785–795

    Article  CAS  Google Scholar 

  • GLOBOCAN (2020) : stomach cancer fact sheet. (2020) International Agency for Research on Cancer. http://gco.iarc.fr/today/data/factsheets/cancers/7-Stomach-fact-sheet.pdf. Accessed October 29 2021

  • Gusterson BA, Gelber RD, Goldhirsch A, Price KN, Save-Soderborgh J, Anbazhagan R, Styles J, Rudenstam CM, Golouh R, Reed R et al (1992) Prognostic importance of c-erbB-2 expression in breast cancer. International (Ludwig) Breast Cancer Study Group. J Clin Oncol 10:1049–1056

    Article  CAS  Google Scholar 

  • Hanahan D, Weinberg RA (2011) Hallmarks of cancer: the next generation. Cell 144:646–674

    Article  CAS  Google Scholar 

  • Heydt C, Fassunke J, Künstlinger H, Ihle MA, König K, Heukamp LC, Schildhaus HU, Odenthal M, Büttner R, Merkelbach-Bruse S (2014) Comparison of pre-analytical FFPE sample preparation methods and their impact on massively parallel sequencing in routine diagnostics. PLoS ONE 9:e104566

    Article  Google Scholar 

  • Karapetis CS, Khambata-Ford S, Jonker DJ, O’Callaghan CJ, Tu D, Tebbutt NC, Simes RJ, Chalchal H, Shapiro JD, Robitaille S et al (2008) K-ras mutations and benefit from cetuximab in advanced colorectal cancer. N Engl J Med 359:1757–1765

    Article  CAS  Google Scholar 

  • Kim S, Han Y, Kim SI, Kim HS, Kim SJ, Song YS (2018) Tumor evolution and chemoresistance in ovarian cancer. NPJ Precis Oncol 2:20

    Article  Google Scholar 

  • Li LY, Kim HJ, Park SA, Lee SH, Kim LK, Lee JY, Kim S, Kim YT, Kim SW, Nam EJ (2019) Genetic Profiles Associated with Chemoresistance in Patient-Derived Xenograft Models of Ovarian Cancer. Cancer Res Treat 51:1117–1127

    Article  CAS  Google Scholar 

  • Lu D, Shi HC, Wang ZX, Gu XW, Zeng YJ (2011) Multidrug resistance-associated biomarkers PGP, GST-pi, Topo-II and LRP as prognostic factors in primary ovarian carcinoma. Br J Biomed Sci 68:69–74

    Article  CAS  Google Scholar 

  • Macconaill LE, Garraway LA (2010) Clinical implications of the cancer genome. J Clin Oncol 28:5219–5228

    Article  Google Scholar 

  • Maehama T, Dixon JE (1998) The tumor suppressor, PTEN/MMAC1, dephosphorylates the lipid second messenger, phosphatidylinositol 3,4,5-trisphosphate. J Biol Chem 273:13375–13378

    Article  CAS  Google Scholar 

  • Masciarelli S, Fontemaggi G, Di Agostino S, Donzelli S, Carcarino E, Strano S, Blandino G (2014) Gain-of-function mutant p53 downregulates miR-223 contributing to chemoresistance of cultured tumor cells. Oncogene 33:1601–1608

    Article  CAS  Google Scholar 

  • Metzger R, Heukamp L, Drebber U, Bollschweiler E, Zander T, Hoelscher AH, Warnecke-Eberz U (2010) CUL2 and STK11 as novel response-predictive genes for neoadjuvant radiochemotherapy in esophageal cancer. Pharmacogenomics 11:1105–1113

    Article  CAS  Google Scholar 

  • Moynahan ME, Pierce AJ, Jasin M (2001) BRCA2 is required for homology-directed repair of chromosomal breaks. Mol Cell 7:263–272

    Article  CAS  Google Scholar 

  • O’Connell MJ, Lavery I, Yothers G, Paik S, Clark-Langone KM, Lopatin M, Watson D, Baehner FL, Shak S, Baker J et al (2010) Relationship between tumor gene expression and recurrence in four independent studies of patients with stage II/III colon cancer treated with surgery alone or surgery plus adjuvant fluorouracil plus leucovorin. J Clin Oncol 28:3937–3944

    Article  Google Scholar 

  • Pan X, Ji X, Zhang R, Zhou Z, Zhong Y, Peng W, Sun N, Xu X, Xia L, Li P et al (2018) Landscape of somatic mutations in gastric cancer assessed using next-generation sequencing analysis. Oncol Lett 16:4863–4870

    PubMed  PubMed Central  Google Scholar 

  • Patch AM, Christie EL, Etemadmoghadam D, Garsed DW, George J, Fereday S, Nones K, Cowin P, Alsop K, Bailey PJ et al (2015) Whole-genome characterization of chemoresistant ovarian cancer. Nature 521:489–494

    Article  CAS  Google Scholar 

  • Pietras RJ, Pegram MD, Finn RS, Maneval DA, Slamon DJ (1998) Remission of human breast cancer xenografts on therapy with humanized monoclonal antibody to HER-2 receptor and DNA-reactive drugs. Oncogene 17:2235–2249

    Article  CAS  Google Scholar 

  • Sakai W, Swisher EM, Karlan BY, Agarwal MK, Higgins J, Friedman C, Villegas E, Jacquemont C, Farrugia DJ, Couch FJ et al (2008) Secondary mutations as a mechanism of cisplatin resistance in BRCA2-mutated cancers. Nature 451:1116–1120

    Article  CAS  Google Scholar 

  • Su J, Ruan S, Dai S, Mi J, Chen W, Jiang S (2019) NF1 regulates apoptosis in ovarian cancer cells by targeting MCL1 via miR-142-5p. Pharmacogenomics 20:155–165

    Article  CAS  Google Scholar 

  • Sun XP, Dong X, Lin L, Jiang X, Wei Z, Zhai B, Sun B, Zhang Q, Wang X, Jiang H et al (2014) Up-regulation of survivin by AKT and hypoxia-inducible factor 1alpha contributes to cisplatin resistance in gastric cancer. FEBS J 281:115–128

    Article  CAS  Google Scholar 

  • Tan M, Yu D (2007) Molecular mechanisms of erbB2-mediated breast cancer chemoresistance. Adv Exp Med Biol 608:119–129

    Article  CAS  Google Scholar 

  • Wu H, Cao Y, Weng D, Xing H, Song X, Zhou J, Xu G, Lu Y, Wang S, Ma D (2008) Effect of tumor suppressor gene PTEN on the resistance to cisplatin in human ovarian cancer cell lines and related mechanisms. Cancer Lett 271:260–271

    Article  CAS  Google Scholar 

  • Zhao Z, Chen C, Lin J, Zeng W, Zhao J, Liang Y, Tan Q, Yang C, Li H (2016) Synergy between von Hippel-Lindau and P53 contributes to chemosensitivity of clear cell renal cell carcinoma. Mol Med Rep 14:2785–2790

    Article  CAS  Google Scholar 

Download references

Acknowledgements

This study was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT) (No. 2021R1A2C3008021) and 2017 Young Medical Science Researcher Grants from Ewha Womans University College of Medicine.

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Correspondence to Joo-Ho Lee.

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Conflict of interest

Yeon-Ju Huh, Sung-Yup Cho, Min-Sun Cho, Kyoung-Eun Lee, and Joo-Ho Lee declare that they have no conflict of interest.

Ethical approval

This study had been approved by the institutional review board of Ewha Womans University Mokdong Hospital in accordance with the Declaration of Helsinki (IRB No. 2018-04-031).

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Huh, YJ., Cho, SY., Cho, MS. et al. Comparative analysis of cancer gene mutations using targeted sequencing in matched primary and recurrent gastric cancers after chemotherapy. Genes Genom 44, 1425–1435 (2022). https://doi.org/10.1007/s13258-022-01248-7

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  • DOI: https://doi.org/10.1007/s13258-022-01248-7

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