Introduction: Bladder cancer (BC) is diagnosed by cystoscopy, which is invasive, costly and causes considerable patient discomfort. MicroRNAs (miR) are dysregulated in BC and may serve as non-invasive urine markers for primary diagnostics and monitoring. The purpose of this study was to identify a urinary miR signature that predicts the presence of BC. Methods: For the detection of potential urinary miR markers, expression of 384 different miRs was analyzed in 16 urine samples from BC patients and controls using a TaqmanTm Human MicroRNA Array (training set). The identified candidate gene signature was subsequently validated in an independent cohort of 202 urine samples of patients with BC and controls with microscopic hematuria. The final miR signature was developed from a multivariable logistic regression model. Results: Analysis of the training set identified 14 candidate miRs for further analysis within the validation set. Using backward stepwise elimination, we identified a subset of 6 miRs (let-7c, miR-135a, miR-135b, miR-148a, miR-204, miR-345) that distinguished BC from controls with an area under the curve of 88.3%. The signature was most accurate in diagnosing high-grade non-muscle invasive BC (area under the curve = 92.9%), but was capable to identify both low-grade and high-grade disease as well as non-muscle and muscle-invasive BC with high accuracies. Conclusions: We identified a 6-gene miR signature that can accurately predict the presence of BC from urine samples, independent of stage and grade. This signature represents a simple urine assay that may help reducing costs and morbidity associated with invasive diagnostics. (C) 2018 Elsevier Inc. All rights reserved.
机构:
Wenzhou Med Univ, Affiliated Hosp 1, Dept Lab Med, Wenzhou, Peoples R ChinaWenzhou Med Univ, Affiliated Hosp 1, Dept Lab Med, Wenzhou, Peoples R China
Chen, Zhanguo
Wu, Lili
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Wenzhou Med Univ, Dingli Clin Coll, Dept Clin Lab, Wenzhou, Peoples R ChinaWenzhou Med Univ, Affiliated Hosp 1, Dept Lab Med, Wenzhou, Peoples R China
Wu, Lili
Lin, Qi
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Wenzhou Med Univ, Sch Clin Med Sci 1, Wenzhou, Peoples R ChinaWenzhou Med Univ, Affiliated Hosp 1, Dept Lab Med, Wenzhou, Peoples R China
Lin, Qi
Shi, Sing
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Shanxi Med Univ, Fenyang Coll, Dept Human Anat, Fenyang, Peoples R ChinaWenzhou Med Univ, Affiliated Hosp 1, Dept Lab Med, Wenzhou, Peoples R China
Shi, Sing
Lin, Xiangyang
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Wenzhou Med Univ, Affiliated Hosp 1, Dept Lab Med, Wenzhou, Peoples R ChinaWenzhou Med Univ, Affiliated Hosp 1, Dept Lab Med, Wenzhou, Peoples R China
Lin, Xiangyang
Shi, Liang
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Wenzhou Med Univ, Affiliated Hosp 1, Dept Lab Med, Wenzhou, Peoples R ChinaWenzhou Med Univ, Affiliated Hosp 1, Dept Lab Med, Wenzhou, Peoples R China
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Univ Hong Kong, LKS Fac Med, Dept Obstet & Gynaecol, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, LKS Fac Med, Dept Obstet & Gynaecol, Hong Kong, Hong Kong, Peoples R China
Liu, Stephanie S.
Chan, Karen K. L.
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Univ Hong Kong, LKS Fac Med, Dept Obstet & Gynaecol, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, LKS Fac Med, Dept Obstet & Gynaecol, Hong Kong, Hong Kong, Peoples R China
Chan, Karen K. L.
Chu, Daniel K. H.
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Univ Hong Kong, LKS Fac Med, Dept Obstet & Gynaecol, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, LKS Fac Med, Dept Obstet & Gynaecol, Hong Kong, Hong Kong, Peoples R China
Chu, Daniel K. H.
Wei, Tina N.
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Univ Hong Kong, LKS Fac Med, Dept Obstet & Gynaecol, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, LKS Fac Med, Dept Obstet & Gynaecol, Hong Kong, Hong Kong, Peoples R China
Wei, Tina N.
Lau, Lesley S. K.
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Univ Hong Kong, LKS Fac Med, Dept Obstet & Gynaecol, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, LKS Fac Med, Dept Obstet & Gynaecol, Hong Kong, Hong Kong, Peoples R China
Lau, Lesley S. K.
Ngu, Siew F.
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Univ Hong Kong, LKS Fac Med, Dept Obstet & Gynaecol, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, LKS Fac Med, Dept Obstet & Gynaecol, Hong Kong, Hong Kong, Peoples R China
Ngu, Siew F.
Chu, Mandy M. Y.
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Univ Hong Kong, LKS Fac Med, Dept Obstet & Gynaecol, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, LKS Fac Med, Dept Obstet & Gynaecol, Hong Kong, Hong Kong, Peoples R China
Chu, Mandy M. Y.
Tse, Ka Yu
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Univ Hong Kong, LKS Fac Med, Dept Obstet & Gynaecol, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, LKS Fac Med, Dept Obstet & Gynaecol, Hong Kong, Hong Kong, Peoples R China
Tse, Ka Yu
Ip, Philip P. C.
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Univ Hong Kong, Queen Mary Hosp, LKS Fac Med, Dept Pathol, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, LKS Fac Med, Dept Obstet & Gynaecol, Hong Kong, Hong Kong, Peoples R China
Ip, Philip P. C.
Ng, Enders K. O.
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Pangenia Lifesci Ltd, Bill Ctr, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, LKS Fac Med, Dept Obstet & Gynaecol, Hong Kong, Hong Kong, Peoples R China
Ng, Enders K. O.
Cheung, Annie N. Y.
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Univ Hong Kong, Queen Mary Hosp, LKS Fac Med, Dept Pathol, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, LKS Fac Med, Dept Obstet & Gynaecol, Hong Kong, Hong Kong, Peoples R China
Cheung, Annie N. Y.
Ngan, Hextan Y. S.
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Univ Hong Kong, LKS Fac Med, Dept Obstet & Gynaecol, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, LKS Fac Med, Dept Obstet & Gynaecol, Hong Kong, Hong Kong, Peoples R China
机构:
Istanbul Univ, Fac Med, Dept Gynecol & Obstet, Div Gynecol Oncol, Istanbul, TurkiyeIstanbul Univ, Fac Med, Dept Gynecol & Obstet, Div Gynecol Oncol, Istanbul, Turkiye
Minareci, Yagmur
Ak, Naziye
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Istanbul Univ, Inst Oncol, Dept Med Oncol, Istanbul, TurkiyeIstanbul Univ, Fac Med, Dept Gynecol & Obstet, Div Gynecol Oncol, Istanbul, Turkiye
Ak, Naziye
Sozen, Hamdullah
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Istanbul Univ, Fac Med, Dept Gynecol & Obstet, Div Gynecol Oncol, Istanbul, TurkiyeIstanbul Univ, Fac Med, Dept Gynecol & Obstet, Div Gynecol Oncol, Istanbul, Turkiye
Sozen, Hamdullah
Tosun, Ozgur A.
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Istanbul Medeniyet Univ, Goztepe Res & Educ Hosp, Dept Gynecol & Obstet, Div Gynecol Oncol, Istanbul, TurkiyeIstanbul Univ, Fac Med, Dept Gynecol & Obstet, Div Gynecol Oncol, Istanbul, Turkiye
Tosun, Ozgur A.
Kucukgergin, Canan
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Istanbul Univ, Fac Med, Dept Biochem, Istanbul, TurkiyeIstanbul Univ, Fac Med, Dept Gynecol & Obstet, Div Gynecol Oncol, Istanbul, Turkiye
Kucukgergin, Canan
Aydin, Fatih
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Istanbul Univ, Fac Med, Dept Biochem, Istanbul, TurkiyeIstanbul Univ, Fac Med, Dept Gynecol & Obstet, Div Gynecol Oncol, Istanbul, Turkiye
Aydin, Fatih
Bingul, Ilknur
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Istanbul Univ, Fac Med, Dept Biochem, Istanbul, TurkiyeIstanbul Univ, Fac Med, Dept Gynecol & Obstet, Div Gynecol Oncol, Istanbul, Turkiye
Bingul, Ilknur
Salihoglu, M. Yavuz
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Istanbul Univ, Fac Med, Dept Gynecol & Obstet, Div Gynecol Oncol, Istanbul, TurkiyeIstanbul Univ, Fac Med, Dept Gynecol & Obstet, Div Gynecol Oncol, Istanbul, Turkiye
Salihoglu, M. Yavuz
Topuz, Samet
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Istanbul Univ, Fac Med, Dept Gynecol & Obstet, Div Gynecol Oncol, Istanbul, TurkiyeIstanbul Univ, Fac Med, Dept Gynecol & Obstet, Div Gynecol Oncol, Istanbul, Turkiye