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.
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Natl Inst Genom Med, Oncogen Lab, 4809 Perifer Sur, Mexico City 14610, DF, MexicoNatl Inst Genom Med, Oncogen Lab, 4809 Perifer Sur, Mexico City 14610, DF, Mexico
Ivan Salido-Guadarrama, Alberto
Gustavo Morales-Montor, Jorge
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Hosp Gen Dr Manuel Gea Gonzalez, Urol Dept, Mexico City 14080, DF, MexicoNatl Inst Genom Med, Oncogen Lab, 4809 Perifer Sur, Mexico City 14610, DF, Mexico
Gustavo Morales-Montor, Jorge
Rangel-Escareno, Claudia
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Natl Inst Genom Med, Computat Genom, 4809 Perifer Sur, Mexico City 14610, DF, MexicoNatl Inst Genom Med, Oncogen Lab, 4809 Perifer Sur, Mexico City 14610, DF, Mexico
Rangel-Escareno, Claudia
Langley, Elizabeth
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Natl Inst Cancerol, Dept Basic Res, Mexico City 14080, DF, MexicoNatl Inst Genom Med, Oncogen Lab, 4809 Perifer Sur, Mexico City 14610, DF, Mexico
Langley, Elizabeth
Peralta-Zaragoza, Oscar
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Natl Inst Publ Hlth, Res Ctr Infect Dis, Div Chron Infect & Canc, Cuernavaca 62100, Morelos, MexicoNatl Inst Genom Med, Oncogen Lab, 4809 Perifer Sur, Mexico City 14610, DF, Mexico
Peralta-Zaragoza, Oscar
Cruz Colin, Jose Luis
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Natl Inst Genom Med, Oncogen Lab, 4809 Perifer Sur, Mexico City 14610, DF, MexicoNatl Inst Genom Med, Oncogen Lab, 4809 Perifer Sur, Mexico City 14610, DF, Mexico
Cruz Colin, Jose Luis
Rodriguez-Dorantes, Mauricio
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Natl Inst Genom Med, Oncogen Lab, 4809 Perifer Sur, Mexico City 14610, DF, MexicoNatl Inst Genom Med, Oncogen Lab, 4809 Perifer Sur, Mexico City 14610, DF, Mexico
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Univ Sheffield, Acad Urol Unit, Sch Med, Sheffield S10 2RX, S Yorkshire, England
Univ Sheffield, Inst Canc Studies, Sch Med, Sheffield S10 2RX, S Yorkshire, EnglandUniv Sheffield, Acad Urol Unit, Sch Med, Sheffield S10 2RX, S Yorkshire, England
Miah, S.
Dudziec, E.
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Univ Sheffield, Acad Urol Unit, Sch Med, Sheffield S10 2RX, S Yorkshire, England
Univ Sheffield, Inst Canc Studies, Sch Med, Sheffield S10 2RX, S Yorkshire, EnglandUniv Sheffield, Acad Urol Unit, Sch Med, Sheffield S10 2RX, S Yorkshire, England
Dudziec, E.
Drayton, R. M.
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Univ Sheffield, Acad Urol Unit, Sch Med, Sheffield S10 2RX, S Yorkshire, England
Univ Sheffield, Inst Canc Studies, Sch Med, Sheffield S10 2RX, S Yorkshire, EnglandUniv Sheffield, Acad Urol Unit, Sch Med, Sheffield S10 2RX, S Yorkshire, England
Drayton, R. M.
Zlotta, A. R.
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Mt Sinai Hosp, Dept Urol Surg, Toronto, ON M5G 1X5, CanadaUniv Sheffield, Acad Urol Unit, Sch Med, Sheffield S10 2RX, S Yorkshire, England
Zlotta, A. R.
Morgan, S. L.
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Royal Hallamshire Hosp, Dept Pathol, Sheffield S10 2JF, S Yorkshire, EnglandUniv Sheffield, Acad Urol Unit, Sch Med, Sheffield S10 2RX, S Yorkshire, England
Morgan, S. L.
Rosario, D. J.
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Univ Sheffield, Acad Urol Unit, Sch Med, Sheffield S10 2RX, S Yorkshire, EnglandUniv Sheffield, Acad Urol Unit, Sch Med, Sheffield S10 2RX, S Yorkshire, England
Rosario, D. J.
Hamdy, F. C.
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Univ Oxford, Nuffield Dept Surg, John Radcliffe Hosp, Oxford 0X3 9DU, EnglandUniv Sheffield, Acad Urol Unit, Sch Med, Sheffield S10 2RX, S Yorkshire, England
Hamdy, F. C.
Catto, J. W. F.
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Univ Sheffield, Acad Urol Unit, Sch Med, Sheffield S10 2RX, S Yorkshire, England
Univ Sheffield, Inst Canc Studies, Sch Med, Sheffield S10 2RX, S Yorkshire, EnglandUniv Sheffield, Acad Urol Unit, Sch Med, Sheffield S10 2RX, S Yorkshire, England
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Hosp Ctr Tras Os Montes & Alto Douro, Dept Human Genet, Cytogenet Lab, Vila Real, PortugalHosp Ctr Tras Os Montes & Alto Douro, Dept Human Genet, Cytogenet Lab, Vila Real, Portugal
Pinto-Leite, Rosario
Carreira, Isabel
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Univ Coimbra, Fac Med, Cytogenet & Genom Lab, Coimbra, Portugal
Univ Coimbra, Fac Med, Ctr Invest Environm Genet & Oncobiol CIMAGO, Coimbra, PortugalHosp Ctr Tras Os Montes & Alto Douro, Dept Human Genet, Cytogenet Lab, Vila Real, Portugal
Carreira, Isabel
Melo, Joana
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Univ Coimbra, Fac Med, Cytogenet & Genom Lab, Coimbra, Portugal
Univ Coimbra, Fac Med, Ctr Invest Environm Genet & Oncobiol CIMAGO, Coimbra, PortugalHosp Ctr Tras Os Montes & Alto Douro, Dept Human Genet, Cytogenet Lab, Vila Real, Portugal
Melo, Joana
Ferreira, Susana Isabel
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Univ Coimbra, Fac Med, Cytogenet & Genom Lab, Coimbra, PortugalHosp Ctr Tras Os Montes & Alto Douro, Dept Human Genet, Cytogenet Lab, Vila Real, Portugal
Ferreira, Susana Isabel
Ribeiro, Ilda
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Univ Coimbra, Fac Med, Cytogenet & Genom Lab, Coimbra, Portugal
Univ Coimbra, Fac Med, Ctr Invest Environm Genet & Oncobiol CIMAGO, Coimbra, PortugalHosp Ctr Tras Os Montes & Alto Douro, Dept Human Genet, Cytogenet Lab, Vila Real, Portugal
Ribeiro, Ilda
Ferreira, Jaqueline
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Hosp Ctr Tras Os Montes & Alto Douro, Dept Human Genet, Cytogenet Lab, Vila Real, PortugalHosp Ctr Tras Os Montes & Alto Douro, Dept Human Genet, Cytogenet Lab, Vila Real, Portugal
Ferreira, Jaqueline
Filipe, Marco
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Hosp Ctr Tras Os Montes & Alto Douro, Dept Human Genet, Cytogenet Lab, Vila Real, PortugalHosp Ctr Tras Os Montes & Alto Douro, Dept Human Genet, Cytogenet Lab, Vila Real, Portugal
Filipe, Marco
Bernardo, Carina
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Portuguese Oncol Inst, Res Ctr, Expt Pathol & Therapeut Grp, Oporto, PortugalHosp Ctr Tras Os Montes & Alto Douro, Dept Human Genet, Cytogenet Lab, Vila Real, Portugal
Bernardo, Carina
Arantes-Rodrigues, Regina
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Univ Tras Os Montes & Alto Douro, Ctr Res & Technol Agroenvironm & Biol Sci CITAB, Vila Real, PortugalHosp Ctr Tras Os Montes & Alto Douro, Dept Human Genet, Cytogenet Lab, Vila Real, Portugal
Arantes-Rodrigues, Regina
Oliveira, Paula
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Univ Tras Os Montes & Alto Douro, Ctr Res & Technol Agroenvironm & Biol Sci CITAB, Vila Real, PortugalHosp Ctr Tras Os Montes & Alto Douro, Dept Human Genet, Cytogenet Lab, Vila Real, Portugal
Oliveira, Paula
Santos, Lucio
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Portuguese Oncol Inst, Res Ctr, Expt Pathol & Therapeut Grp, Oporto, Portugal
Portuguese Inst Oncol, Dept Surg Oncol, Oporto, Portugal
Fernando Pessoa Univ, Hlth Fac, Oporto, PortugalHosp Ctr Tras Os Montes & Alto Douro, Dept Human Genet, Cytogenet Lab, Vila Real, Portugal
机构:
China Med Univ, Fist Hosp, Dept Urol, Sch China Med Univ, 155 Nanjing North St, Shenyang 110004, Liaoning, Peoples R ChinaChina Med Univ, Fist Hosp, Dept Urol, Sch China Med Univ, 155 Nanjing North St, Shenyang 110004, Liaoning, Peoples R China
Liu, Zhuonan
Sun, Tianshui
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China Med Univ, Dept Obstet & Gynecol, Shengjing Hosp, Shenyang 110004, Liaoning, Peoples R ChinaChina Med Univ, Fist Hosp, Dept Urol, Sch China Med Univ, 155 Nanjing North St, Shenyang 110004, Liaoning, Peoples R China
Sun, Tianshui
Zhang, Zhe
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China Med Univ, Fist Hosp, Dept Urol, Sch China Med Univ, 155 Nanjing North St, Shenyang 110004, Liaoning, Peoples R ChinaChina Med Univ, Fist Hosp, Dept Urol, Sch China Med Univ, 155 Nanjing North St, Shenyang 110004, Liaoning, Peoples R China
Zhang, Zhe
Bi, Jianbin
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China Med Univ, Fist Hosp, Dept Urol, Sch China Med Univ, 155 Nanjing North St, Shenyang 110004, Liaoning, Peoples R ChinaChina Med Univ, Fist Hosp, Dept Urol, Sch China Med Univ, 155 Nanjing North St, Shenyang 110004, Liaoning, Peoples R China
Bi, Jianbin
Kong, Chuize
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China Med Univ, Fist Hosp, Dept Urol, Sch China Med Univ, 155 Nanjing North St, Shenyang 110004, Liaoning, Peoples R ChinaChina Med Univ, Fist Hosp, Dept Urol, Sch China Med Univ, 155 Nanjing North St, Shenyang 110004, Liaoning, Peoples R China
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Univ Putra Malaysia, Fac Med & Hlth Sci, Dept Otorhinolaryngol, Serdang 43400, Selangor, MalaysiaUniv Putra Malaysia, Fac Med & Hlth Sci, Dept Otorhinolaryngol, Serdang 43400, Selangor, Malaysia
Subha, Sethu Thakachy
Chin, Jun Wei
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Univ Putra Malaysia, Fac Med & Hlth Sci, Dept Biomed Sci, Serdang 43400, Selangor, MalaysiaUniv Putra Malaysia, Fac Med & Hlth Sci, Dept Otorhinolaryngol, Serdang 43400, Selangor, Malaysia
Chin, Jun Wei
Cheah, Yoke Kqueen
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Univ Putra Malaysia, Fac Med & Hlth Sci, Dept Biomed Sci, Serdang 43400, Selangor, MalaysiaUniv Putra Malaysia, Fac Med & Hlth Sci, Dept Otorhinolaryngol, Serdang 43400, Selangor, Malaysia
Cheah, Yoke Kqueen
Mohtarrudin, Norhafizah
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Univ Putra Malaysia, Fac Med & Hlth Sci, Dept Pathol, Serdang 43400, Selangor, MalaysiaUniv Putra Malaysia, Fac Med & Hlth Sci, Dept Otorhinolaryngol, Serdang 43400, Selangor, Malaysia
Mohtarrudin, Norhafizah
Saidi, Hasni Idayu
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Univ Putra Malaysia, Fac Med & Hlth Sci, Dept Biomed Sci, Serdang 43400, Selangor, MalaysiaUniv Putra Malaysia, Fac Med & Hlth Sci, Dept Otorhinolaryngol, Serdang 43400, Selangor, Malaysia