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Combined analysis of rearrangement of ALK, ROS1, somatic mutation of EGFR, KRAS, BRAF, PIK3CA, and mRNA expression of ERCC1, TYMS, RRM1, TUBB3, EGFR in patients with non-small cell lung cancer and their clinical significance

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Abstract

Purpose

The assessment of single gene such as ERCC1, TYMS, RRM1, TUBB3, EGFR, KRAS, BRAF, PIK3CA, ALK, and ROS1 is now widely applied in therapeutic decisions of non-small cell lung cancer (NSCLC). The aim of our study was to concurrently analyze these genes and evaluate their clinical significance in patients with NSCLC.

Methods

Rearrangement of ALK and ROS1 was analyzed in 120 patients using FISH assays. Somatic mutation of EGFR, KRAS, BRAF, PIK3CA and mRNA expression of ERCC1, TYMS, RRM1, TUBB3, EGFR were examined by liquidchip platform in 350 patients . Data on clinical features were obtained from medical records of 119 patients, and the follow-up was conducted in 106 patients who received platinum-based adjuvant chemotherapy.

Results

We identified 5.0 % ALK rearrangements, 1.7 % ROS1 rearrangements, 36.6 % EGFR mutations, 8.9 % KRAS mutations, 0 % BRAF mutations, and 4.0 % PIK3CA mutations. Double or coexisting mutations were identified in 13 patients. Significant correlations were observed among EGFR, KRAS mutation, ERCC1, TYMS, RRM1, TUBB3, EGFR expression, and clinical features, especially histology (P < 0.05). Significant cross-correlations were observed in some pairs of genes (P < 0.05). Patients with low RRM1 expression had a better progression-free survival (PFS) (P < 0.05). Furthermore, EGFR-mutated patients with low RRM1 expression or patients with both ERCC1 and RRM1 low expression had a better PFS (P < 0.05).

Conclusion

Combined analysis of these commonly studied genes may promote the individual treatment in NSCLC. RRM1 may be a prognostic and predictive biomarker for PFS in patients with NSCLC who received platinum-based adjuvant chemotherapy, and combining EGFR mutation and RRM1 expression or combining ERCC1 and RRM1 expression can enhance prognostic and predictive power for PFS.

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References

  1. D’addario G, Früh M, Reck M et al (2010) Metastatic non-small cell lung cancer: ESMO clinical practice guidelines for diagnosis, treatment and follow-up. Ann Oncol 21(Suppl 5):v116–v119. doi:10.1093/annonc/mdq189

    Article  PubMed  Google Scholar 

  2. Torre LA, Bray F, Siegel RL et al (2015) Global cancer statistics, 2012. CA Cancer J Clin 65(2):87–108. doi:10.3322/caac.21262

    Article  PubMed  Google Scholar 

  3. Dela Cruz CS, Tanoue LT, Matthay RA (2011) Lung cancer: epidemiology, etiology, and prevention. Clin Chest Med 32(4):605–644. doi:10.1016/j.ccm.2011.09.001

    Article  PubMed  Google Scholar 

  4. Zhou C (2014) Lung cancer molecular epidemiology in China: recent trends. Trans Lung Cancer Res 3(5):270–279. doi:10.3978/j.issn.2218-6751.2014.09.01

    CAS  Google Scholar 

  5. Shaw AT, Yeap BY, Solomon BJ et al (2011) Effect of crizotinib on overall survival in patients with advanced non-small cell lung cancer harbouring ALK gene rearrangement: a retrospective analysis. Lancet Oncol 12(11):1004–1012. doi:10.1016/S1470-2045(11)70232-7

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  6. Shaw AT, Ou SHI, Bang YJ et al (2014) Crizotinib in ROS1-rearranged non-small cell lung cancer. N Engl J Med 371(21):1963–1971. doi:10.1056/NEJMoa1406766

    Article  PubMed Central  PubMed  Google Scholar 

  7. Dahabreh IJ, Linardou H, Kosmidis P et al (2011) EGFR gene copy number as a predictive biomarker for patients receiving tyrosine kinase inhibitor treatment: a systematic review and meta-analysis in non-small-cell lung cancer. Ann Oncol 22(3):545–552. doi:10.1093/annonc/mdq432

    Article  CAS  PubMed  Google Scholar 

  8. Petrelli F, Borgonovo K, Cabiddu M, Barni S (2012) Efficacy of EGFR tyrosine kinase inhibitors in patients with EGFR-mutated non-small cell lung cancer: a meta-analysis of 13 randomized trials. Clin Lung Cancer 13(2):107–114. doi:10.1016/j.cllc.2011.08.005

    Article  CAS  PubMed  Google Scholar 

  9. Pirker R, Pereira JR, von Pawel J et al (2012) EGFR expression as a predictor of survival for first-line chemotherapy plus cetuximab in patients with advanced non-small cell lung cancer: analysis of data from the phase 3 FLEX study. Lancet Oncol 13(1):33–42. doi:10.1016/S1470-2045(11)70318-7

    Article  CAS  PubMed  Google Scholar 

  10. Pao W, Wang TY, Riely GJ et al (2005) KRAS mutations and primary resistance of lung adenocarcinomas to gefitinib or erlotinib. PLoS Med 2(1):e17. doi:10.1371/journal.pmed.0020017

    Article  PubMed Central  PubMed  Google Scholar 

  11. Lin L, Bivona TG (2012) Mechanisms of resistance to epidermal growth factor receptor inhibitors and novel therapeutic strategies to overcome resistance in NSCLC patients. Chemother Res Pract 2012:817297. doi:10.1155/2012/817297

    PubMed Central  PubMed  Google Scholar 

  12. Ludovini V, Bianconi F, Pistola L et al (2011) Phosphoinositide-3-kinase catalytic alpha and KRAS mutations are important predictors of resistance to therapy with epidermal growth factor receptor tyrosine kinase inhibitors in patients with advanced non-small cell lung cancer. J Thorac Oncol 6(4):707–715. doi:10.1097/JTO.0b013e31820a3a6b

    Article  PubMed  Google Scholar 

  13. Roth JA, Carlson JJ (2011) Prognostic role of ERCC1 in advanced non-small cell lung cancer: a systematic review and meta-Analysis. Clin Lung Cancer 12(6):393–401. doi:10.1016/j.cllc.2011.04.005

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  14. Wang T, Chuan Pan C, Rui YuJ et al (2013) Association between TYMS expression and efficacy of pemetrexed-based chemotherapy in advanced non-small cell lung cancer: a meta-analysis. PLoS One 8(9):e74284. doi:10.1371/journal.pone.0074284

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  15. Gong W, Zhang X, Wu J et al (2012) RRM1 expression and clinical outcome of gemcitabine-containing chemotherapy for advanced non-small cell lung cancer: a meta-analysis. Lung Cancer 75(3):374–380. doi:10.1016/j.lungcan.2011.08.003

    Article  PubMed  Google Scholar 

  16. Zhang HL, Ruan L, Zheng LM et al (2012) Association between class III β-tubulin expression and response to paclitaxel/vinorebine-based chemotherapy for non-small cell lung cancer: a meta-analysis. Lung Cancer 77(1):9–15. doi:10.1016/j.lungcan.2012.01.005

    Article  PubMed  Google Scholar 

  17. Wang Y, Liu ZD, Zhao LM et al (2012) Individualized treatment of NSCLC: from research to clinical practice. Neoplasma 60(5):538–545. doi:10.4149/neo_2013_070

    Article  Google Scholar 

  18. An S-J, Chen Z-H, Su J et al (2012) Identification of enriched driver gene alterations in subgroups of non-small cell lung cancer patients based on histology and smoking status. PLoS One 7(6):e40109. doi:10.1371/journal.pone.0040109

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  19. Kim HR, Shim HS, Chung JH et al (2012) Distinct clinical features and outcomes in never-smokers with non-small cell lung cancer who harbor EGFR or KRAS mutations or ALK rearrangement. Cancer 118(3):729–739. doi:10.1002/cncr.26311

    Article  CAS  PubMed  Google Scholar 

  20. Kim HR, Lim SM, Kim HJ et al (2013) The frequency and impact of ROS1 rearrangement on clinical outcomes in never smokers with lung adenocarcinoma. Ann Oncol 24(9):2364–2370. doi:10.1093/annonc/mdt220

    Article  CAS  PubMed  Google Scholar 

  21. Li G, Luo X, He J et al (2011) A novel liquidchip platform for simultaneous detection of 70 alleles of DNA somatic mutations on EGFR, KRAS, BRAF and PIK3CA from formalin-fixed and paraffin-embedded slides containing tumor tissue. Clin Chem Lab Med 49(2):191–195. doi:10.1515/CCLM.2011.040

    CAS  PubMed  Google Scholar 

  22. Leach B (2011) FDA approves crizotinib for late-stage non-small cell lung cancer. August 26, 2011. http://www.onclive.com/web-exclusives/FDA-Approves-Crizotinib-for-Late-Stage-Non-Small-Cell-Lung-Cancer. Accessed 30 Sept 2011

  23. National Comprehensive Cancer Network (2013) NCCN clinical practice guidelines in oncology: non-small cell lung cancer (version 2.2013). National Comprehensive Cancer Network. http://www.nccn.org/professionals/physician_gls/f_guidelines.asp

  24. Rimkunas VM, Crosby KE, Li D et al (2012) Analysis of receptor tyrosine kinase ROS1-positive tumors in non-small cell lung cancer: identification of a FIG-ROS1 fusion. Clin Cancer Res 18(16):4449–4457. doi:10.1158/1078-0432.CCR-11-3351

    Article  CAS  PubMed  Google Scholar 

  25. Li S, Li L, Zhu Y et al (2014) Coexistence of EGFR with KRAS, or BRAF, or PIK3CA somatic mutations in lung cancer: a comprehensive mutation profiling from 5125 Chinese cohorts. Br J Cancer 110(11):2812–2820. doi:10.1038/bjc.2014.210

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  26. Chen YR, Fu YN, Lin CH et al (2006) Distinctive activation patterns in constitutively active and gefitinib-sensitive EGFR mutants. Oncogene 25(8):1205–1215. doi:10.1038/sj.onc.1209159

    Article  CAS  PubMed  Google Scholar 

  27. Yee-San Tam I, Leung ELH, Tin VPC et al (2009) Double EGFR mutants containing rare EGFR mutant types show reduced in vitro response to gefitinib compared with common activating missense mutations. Mol Cancer Ther 8(8):2142–2151. doi:10.1158/1535-7163.MCT-08-1219

    Article  PubMed  Google Scholar 

  28. Wang L, Hu H, Pan Y et al (2014) PIK3CA mutations frequently coexist with EGFR/KRAS mutations in non-small cell lung cancer and suggest poor prognosis in EGFR/KRAS wildtype subgroup. PLoS One 9(2):e88291. doi:10.1371/journal.pone.0088291

    Article  PubMed Central  PubMed  Google Scholar 

  29. Choughule A, Sharma R, Trivedi V et al (2014) Coexistence of KRAS mutation with mutant but not wild-type EGFR predicts response to tyrosine-kinase inhibitors in human lung cancer. Br J Cancer 111:2203–2204. doi:10.1038/bjc.2014.401

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  30. Lu HY, Su D, Pan XD et al (2012) Mutation and expression of multiple treatment response-related genes in a population with locally advanced non-small cell lung cancer. Oncol Lett 3(2):415–420. doi:10.3892/ol.2011.502

    PubMed Central  CAS  PubMed  Google Scholar 

  31. Maus MKH, Mack PC, Astrow SH et al (2013) Histology-related associations of ERCC1, RRM1, and TS biomarkers in patients with non-small cell lung cancer: implications for therapy. J Thorac Oncol 8(5):582–586. doi:10.1097/JTO.0b013e318287c3c5

    Article  CAS  PubMed  Google Scholar 

  32. Koh Y, Jang B, Han SW et al (2010) Expression of class III beta-tubulin correlates with unfavorable survival outcome in patients with resected non-small cell lung cancer. J Thorac Oncol 5(3):320–325. doi:10.1097/JTO.0b013e3181ce684f

    Article  PubMed  Google Scholar 

  33. Shaw AT, Yeap BY, Mino-Kenudson M et al (2009) Clinical features and outcome of patients with non-small cell lung cancer who harbor EML4-ALK. J Clin Oncol 27(26):4247–4253. doi:10.1200/JCO.2009.22.6993

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  34. Douillard JY, Shepherd FA, Hirsh V et al (2010) Molecular predictors of outcome with gefitinib and docetaxel in previously treated non-small cell lung cancer: data from the randomized phase III INTEREST trial. J Clin Oncol 28(5):744–752. doi:10.1200/JCO.2009.24.3030

    Article  CAS  PubMed  Google Scholar 

  35. Park JH, Lee SH, Keam B et al (2012) EGFR mutations as a predictive marker of cytotoxic chemotherapy. Lung Cancer 77(2):433–437. doi:10.1016/j.lungcan.2012.03.020

    Article  PubMed  Google Scholar 

  36. Wu SG, Yang CH, Yu CJ et al (2011) Good response to pemetrexed in patients of lung adenocarcinoma with epidermal growth factor receptor (EGFR) mutations. Lung Cancer 72(3):333–339. doi:10.1016/j.lungcan.2010.10.012

    Article  PubMed  Google Scholar 

  37. Campos-Parra AD, Zuloaga C, Manríquez MEV et al (2015) KRAS mutation as the biomarker of response to chemotherapy and EGFR-TKIs in patients with advanced non-small cell lung cancer: clues for its potential use in second-line therapy decision making. Am J Clin Oncol 38(1):33–40. doi:10.1097/COC.0b013e318287bb23

    Article  CAS  PubMed  Google Scholar 

  38. Jensen JD, Knoop A, Laenkholm AV et al (2012) PIK3CA mutations, PTEN, and pHER2 expression and impact on outcome in HER2-positive early stage breast cancer patients treated with adjuvant chemotherapy and trastuzumab. Ann Oncol 23(8):2034–2042. doi:10.1093/annonc/mdr546

    Article  CAS  PubMed  Google Scholar 

  39. Rosell R, Danenberg KD, Alberola V et al (2004) Ribonucleotide reductase messenger RNA expression and survival in gemcitabine/cisplatin-treated advanced non-small cell lung cancer patients. Clin Cancer Res 10(4):1318–1325. doi:10.1158/1078-0432.CCR-03-0156

    Article  CAS  PubMed  Google Scholar 

  40. Zhao H, Zhang H, Du Y, Gu X (2014) Prognostic significance of BRCA1, ERCC1, RRM1, and RRM2 in patients with advanced non-small cell lung cancer receiving chemotherapy. Tumor Biol 35(12):12679–12688. doi:10.1007/s13277-014-2592-7

    Article  CAS  Google Scholar 

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Acknowledgments

The authors sincerely thank all the investigators and coordinators who contributed to this study.

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Correspondence to Qunyou Tan.

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The authors declare that there are no conflicts of interest.

Additional information

Quan Zhang and Tianyu Sun are co-first authors, and they contributed equally to this study.

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Zhang, Q., Sun, T., Kang, P. et al. Combined analysis of rearrangement of ALK, ROS1, somatic mutation of EGFR, KRAS, BRAF, PIK3CA, and mRNA expression of ERCC1, TYMS, RRM1, TUBB3, EGFR in patients with non-small cell lung cancer and their clinical significance. Cancer Chemother Pharmacol 77, 583–593 (2016). https://doi.org/10.1007/s00280-016-2969-y

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