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Genome-wide association study of genetic variations associated with treatment failure after intravesical bacillus Calmette–Guérin therapy for non-muscle invasive bladder cancer

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Abstract

Bacillus Calmette–Guérin (BCG) instillation is a key therapy to manage non-muscle invasive bladder cancer (NMIBC). However, intravesical BCG therapy fails in approximately half of the patients, leading to recurrence and progression. We aimed to reveal the genetic variations associated with treatment failure after intravesical BCG therapy for NMIBC. This study included 91 Japanese patients treated with BCG instillation for NMIBC. Genomic DNA was obtained from patient whole-blood samples, and a genome-wide association study and genoty** for target regions were performed. The association between genetic variation and treatment failure was analyzed by genome-wide association in 44 patients as the discovery cohort. As a validation study, candidate single nucleotide polymorphisms (SNPs) were examined among 47 patients in another cohort. The genome-wide association study indicated 19 candidate SNPs (rs1607282, rs7825442, rs1319325, rs3738088, rs4250, rs11894207, rs161448, rs2764326, rs2814707, rs3787194, rs58081719, rs3095966, rs73520681, rs16877113, rs16887173, rs10269584, rs11772249, rs118137814, and rs61094339) associated with BCG failure. Following the cumulative analysis of candidate SNPs, 2-gene (rs73520681 and rs61094339) and 4-gene (rs4250, rs11894207, rs73520681, and rs61094339) models successfully predicted treatment failure after intravesical BCG therapy. This study showed that several SNPs were possibly associated with outcome after intravesical BCG therapy in a Japanese population with NMIBC. The cumulative models of these SNPs may have value in clinical applications, although this should be confirmed in future studies.

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References

  1. Ferlay J, Soerjomataram I, Dikshit R, Eser S, Mathers C, Rebelo M, Parkin DM, Forman D, Bray F (2015) Cancer incidence and mortality worldwide: sources, methods and major patterns in GLOBOCAN 2012. Int J Cancer 136(5):E359–E386. https://doi.org/10.1002/ijc.29210

    Article  CAS  PubMed  Google Scholar 

  2. Babjuk M, Böhle A, Burger M, Capoun O, Cohen D, Compérat EM, Hernández V, Kaasinen E, Palou J, Rouprêt M, van Rhijn BW, Shariat SF, Soukup V, Sylvester RJ, Zigeuner R (2017) EAU guidelines on non-muscle-invasive urothelial carcinoma of the bladder: update 2016. Eur Urol 71(3):447–461. https://doi.org/10.1016/j.eururo.2016.05.041

    Article  PubMed  Google Scholar 

  3. Sylvester RJ, van der Meijden AP, Oosterlinck W, Witjes JA, Bouffioux C, Denis L, Newling DW, Kurth K (2006) Predicting recurrence and progression in individual patients with stage Ta T1 bladder cancer using EORTC risk tables: a combined analysis of 2596 patients from seven EORTC trials. Eur Urol 49(3):466–477. https://doi.org/10.1016/j.eururo.2005.12.031

    Article  PubMed  Google Scholar 

  4. Morales A, Eidinger D, Bruce AW (1976) Intracavitary bacillus Calmette–Guerin in the treatment of superficial bladder tumors. J Urol 116(2):180–183

    Article  CAS  PubMed  Google Scholar 

  5. Böhle A, Jocham D, Bock PR (2003) Intravesical bacillus Calmette–Guerin versus mitomycin C for superficial bladder cancer: a formal meta-analysis of comparative studies on recurrence and toxicity. J Urol 169(1):90–95. https://doi.org/10.1097/01.ju.0000039680.90768.b3

    Article  CAS  PubMed  Google Scholar 

  6. Witjes JA, Melissen DO, Kiemeney LA (2006) Current practice in the management of superficial bladder cancer in the Netherlands and Belgian Flanders: a survey. Eur Urol 49(3):478–484. https://doi.org/10.1016/j.eururo.2005.11.010

    Article  CAS  PubMed  Google Scholar 

  7. Kamat AM, Sylvester RJ, Böhle A, Palou J, Lamm DL, Brausi M, Soloway M, Persad R, Buckley R, Colombel M, Witjes JA (2016) Definitions, end points, and clinical trial designs for non-muscle-invasive bladder cancer: recommendations from the international bladder cancer group. J Clin Oncol 34(16):1935–1944. https://doi.org/10.1200/JCO.2015.64.4070

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  8. Kawai K, Miyazaki J, Joraku A, Nishiyama H, Akaza H (2013) Bacillus Calmette–Guerin (BCG) immunotherapy for bladder cancer: current understanding and perspectives on engineered BCG vaccine. Cancer Sci 104(1):22–27. https://doi.org/10.1111/cas.12075

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  9. Kamat AM, Bellmunt J, Galsky MD, Konety BR, Lamm DL, Langham D, Lee CT, Milowsky MI, O'Donnell MA, O'Donnell PH, Petrylak DP, Sharma P, Skinner EC, Sonpavde G, Taylor JA 3rd, Abraham P, Rosenberg JE (2017) Society for immunotherapy of cancer consensus statement on immunotherapy for the treatment of bladder carcinoma. J Immunother Cancer 5(1):68. https://doi.org/10.1186/s40425-017-0271-0

    Article  PubMed  PubMed Central  Google Scholar 

  10. Visscher PM, Wray NR, Zhang Q, Sklar P, McCarthy MI, Brown MA, Yang J (2017) 10 Years of GWAS discovery: biology, function, and translation. Am J Hum Genet 101(1):5–22. https://doi.org/10.1016/j.ajhg.2017.06.005

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  11. Ito N, Eto M, Nakamura E, Takahashi A, Tsukamoto T, Toma H, Nakazawa H, Hirao Y, Uemura H, Kagawa S, Kanayama H, Nose Y, Kinukawa N, Nakamura T, **nai N, Seki T, Takamatsu M, Masui Y, Naito S, Ogawa O (2007) STAT3 polymorphism predicts interferon-alfa response in patients with metastatic renal cell carcinoma. J Clin Oncol 25(19):2785–2791. https://doi.org/10.1200/JCO.2006.09.8897

    Article  CAS  PubMed  Google Scholar 

  12. Eto M, Kamba T, Miyake H, Fujisawa M, Kamai T, Uemura H, Tsukamoto T, Azuma H, Matsubara A, Nishimura K, Nakamura T, Ogawa O, Naito S; Japan Immunotherapy SNPs-Study Group for Kidney Cancer (2013) STAT3 polymorphism can predict the response to interferon-α therapy in patients with metastatic renal cell carcinoma. Eur Urol 63(4):745–752. https://doi.org/10.1016/j.eururo.2012.09.052

    Article  CAS  Google Scholar 

  13. Epstein JI, Amin MB, Reuter VR, Mostofi FK (1998) The World Health Organization/International Society of Urological Pathology consensus classification of urothelial (transitional cell) neoplasms of the urinary bladder. Bladder Consensus Conference Committee. Am J Surg Pathol 22(12):1435–1448

    Article  CAS  PubMed  Google Scholar 

  14. Sobin LH, Gospodarowicz MK, Wittekind C (2009) TNM classification of malignant tumours, 7th edn. Wiley, Hoboken NJ

    Google Scholar 

  15. Kawai Y, Mimori T, Kojima K, Nariai N, Danjoh I, Saito R, Yasuda J, Yamamoto M, Nagasaki M (2015) Japonica array: improved genotype imputation by designing a population-specific SNP array with 1070 Japanese individuals. J Hum Genet 60(10):581–587. https://doi.org/10.1038/jhg.2015.68

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  16. Purcell S, Neale B, Todd-Brown K, Thomas L, Ferreira MA, Bender D, Maller J, Sklar P, de Bakker PI, Daly MJ, Sham PC (2007) PLINK: a tool set for whole-genome association and population-based linkage analyses. Am J Hum Genet 81(3):559–575. https://doi.org/10.1086/519795

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  17. Fachal L, Gómez-Caamaño A, Barnett GC, Peleteiro P, Carballo AM, Calvo-Crespo P, Kerns SL, Sánchez-García M, Lobato-Busto R, Dorling L, Elliott RM, Dearnaley DP, Sydes MR, Hall E, Burnet NG, Carracedo Á, Rosenstein BS, West CM, Dunning AM, Vega A (2014) A three-stage genome-wide association study identifies a susceptibility locus for late radiotherapy toxicity at 2q24.1. Nat Genet 46(8):891–894. https://doi.org/10.1038/ng.3020

    Article  CAS  PubMed  Google Scholar 

  18. Shiota M, Fujimoto N, Imada K, Yokomizo A, Itsumi M, Takeuchi A, Kuruma H, Inokuchi J, Tatsugami K, Uchiumi T, Oda Y, Naito S (2016) Potential role for YB-1 in castration-resistant prostate cancer and resistance to enzalutamide through the androgen receptor V7. J Natl Cancer Inst 108(7):djw005. https://doi.org/10.1093/jnci/djw005

    Article  CAS  Google Scholar 

  19. Shiota M, Fujimoto N, Itsumi M, Takeuchi A, Inokuchi J, Tatsugami K, Yokomizo A, Kajioka S, Uchiumi T, Eto M (2017) Gene polymorphisms in antioxidant enzymes correlate with the efficacy of androgen-deprivation therapy for prostate cancer with implications of oxidative stress. Ann Oncol 28(3):569–575. https://doi.org/10.1093/annonc/mdw646

    Article  CAS  PubMed  Google Scholar 

  20. International HapMap Consortium (2003) The International HapMap Project. Nature 426(6968):789–796. https://doi.org/10.1038/nature02168

    Article  CAS  Google Scholar 

  21. Zhang N, Jiang G, Liu X, Na R, Wang X, Xu J (2016) Prediction of bacillus Calmette–Guerin response in patients with bladder cancer after transurethral resection of bladder tumor by using genetic variation based on genomic studies. Biomed Res Int 2016:9859021. https://doi.org/10.1155/2016/9859021

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  22. Ryk C, Koskela LR, Thiel T, Wiklund NP, Steineck G, Schumacher MC, de Verdier PJ (2015) Outcome after BCG treatment for urinary bladder cancer may be influenced by polymorphisms in the NOS2 and NOS3 genes. Redox Biol 6:272–277. https://doi.org/10.1016/j.redox.2015.08.008

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  23. Lima L, Dinis-Ribeiro M, Longatto-Filho A, Santos L (2012) Predictive biomarkers of bacillus Calmette–Guérin immunotherapy response in bladder cancer: where are we now? Adv Urol 2012:232609. https://doi.org/10.1155/2012/232609

    Article  PubMed  PubMed Central  Google Scholar 

  24. Croft M, Duan W, Choi H, Eun SY, Madireddi S, Mehta A (2012) TNF superfamily in inflammatory disease: translating basic insights. Trends Immunol 33(3):144–152. https://doi.org/10.1016/j.it.2011.10.004

    Article  CAS  PubMed  Google Scholar 

  25. Croft M (2010) Control of immunity by the TNFR-related molecule OX40 (CD134). Annu Rev Immunol 28:57–78. https://doi.org/10.1146/annurev-immunol-030409-101243

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  26. Rademacher N, Schmerl B, Lardong JA, Wahl MC, Shoichet SA (2016) MPP2 is a postsynaptic MAGUK scaffold protein that links SynCAM1 cell adhesion molecules to core components of the postsynaptic density. Sci Rep 6:35283. https://doi.org/10.1038/srep35283

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  27. Webb EA, Balasubramanian M, Fratzl-Zelman N, Cabral WA, Titheradge H, Alsaedi A, Saraff V, Vogt J, Cole T, Stewart S, Crabtree NJ, Sargent BM, Gamsjaeger S, Paschalis EP, Roschger P, Klaushofer K, Shaw NJ, Marini JC, Högler W (2017) Phenotypic spectrum in osteogenesis imperfecta due to mutations in TMEM38B: Unraveling a complex cellular defect. J Clin Endocrinol Metab 102(6):2019–2028. https://doi.org/10.1210/jc.2016-3766

    Article  PubMed  PubMed Central  Google Scholar 

  28. Bellmunt J, Powles T, Vogelzang NJ (2017) A review on the evolution of PD-1/PD-L1 immunotherapy for bladder cancer: the future is now. Cancer Treat Rev 54:58–67. https://doi.org/10.1016/j.ctrv.2017.01.007

    Article  CAS  PubMed  Google Scholar 

  29. Decobert M, Larue H, Bergeron A, Harel F, Pfister C, Rousseau F, Lacombe L, Fradet Y (2006) Polymorphisms of the human NRAMP1 gene are associated with response to bacillus Calmette–Guerin immunotherapy for superficial bladder cancer. J Urol 175(4):1506–1511. https://doi.org/10.1016/S0022-5347(05)00653-1

    Article  CAS  PubMed  Google Scholar 

  30. Chiong E, Kesavan A, Mahendran R, Chan YH, Sng JH, Lim YK, Kamaraj R, Tan TM, Esuvaranathan K (2011) NRAMP1 and hGPX1 gene polymorphism and response to bacillus Calmette–Guérin therapy for bladder cancer. Eur Urol 59(3):430–437. https://doi.org/10.1016/j.eururo.2010.11.031

    Article  CAS  PubMed  Google Scholar 

  31. Ahirwar DK, Mandhani A, Dharaskar A, Kesarwani P, Mittal RD (2009) Association of tumour necrosis factor-alpha gene (T-1031C, C-863A, and C-857T) polymorphisms with bladder cancer susceptibility and outcome after bacille Calmette–Guérin immunotherapy. BJU Int 104(6):867–873. https://doi.org/10.1111/j.1464-410X.2009.08549.x

    Article  CAS  PubMed  Google Scholar 

  32. Lima L, Oliveira D, Ferreira JA, Tavares A, Cruz R, Medeiros R, Santos L (2015) The role of functional polymorphisms in immune response genes as biomarkers of bacille Calmette–Guérin (BCG) immunotherapy outcome in bladder cancer: establishment of a predictive profile in a Southern Europe population. BJU Int 116(5):753–763. https://doi.org/10.1111/bju.12844

    Article  CAS  PubMed  Google Scholar 

  33. Leibovici D, Grossman HB, Dinney CP, Millikan RE, Lerner S, Wang Y, Gu J, Dong Q, Wu X (2005) Polymorphisms in inflammation genes and bladder cancer: from initiation to recurrence, progression, and survival. J Clin Oncol 23(24):5746–5756

    Article  CAS  PubMed  Google Scholar 

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Acknowledgements

We would like to thank Edanz Group Japan for editorial assistance, and Ms. Noriko Hakoda and Ms. Eriko Gunshima for technical assistance. We particularly thank Dr. Atsushi Doi (Cell Innovator, Fukuoka, Japan) for excellent guidance in GWAS statistical analysis.

Funding

This work was supported by a Research Grant from Suzuki Urological Research Foundation, which did not play any role in this study.

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MS, NF, and YY designed the study. MS carried out the experimental studies, performed the statistical analysis, and drafted the manuscript. All other authors have contributed to data collection and interpretation and critically reviewed the manuscript. MS supervised the study. All authors read and approved the final manuscript.

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Correspondence to Masaki Shiota.

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The study was conducted under review board at Kyushu University (727-01).

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Written informed consent was obtained from all patients.

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Shiota, M., Fujimoto, N., Yamamoto, Y. et al. Genome-wide association study of genetic variations associated with treatment failure after intravesical bacillus Calmette–Guérin therapy for non-muscle invasive bladder cancer. Cancer Immunol Immunother 69, 1155–1163 (2020). https://doi.org/10.1007/s00262-020-02533-8

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