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Silva-Ferreira M, Carvalho JA, Salta S, Henriques TS, Pereira Rodrigues P, Monteiro-Reis S, Henrique R, Jerónimo C. Diagnostic Test Accuracy of Urinary DNA Methylation-based Biomarkers for the Detection of Primary and Recurrent Bladder Cancer: A Systematic Review and Meta-analysis. Eur Urol Focus 2024:S2405-4569(24)00088-9. [PMID: 38897871 DOI: 10.1016/j.euf.2024.05.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Revised: 05/13/2024] [Accepted: 05/31/2024] [Indexed: 06/21/2024]
Abstract
BACKGROUND AND OBJECTIVE Diagnosis of primary and relapsed bladder carcinomas is accomplished by urethrocystoscopy, an invasive procedure, combined with urinary cytology, with limited sensitivity, resulting in a substantial burden. Thus, noninvasive biomarkers have been investigated, among which DNA methylation has shown promise. This systematic review and meta-analysis sought to assess the diagnostic accuracy of DNA methylation biomarkers reported in the literature for bladder cancer detection, pinpointing the most informative one. METHODS The search for this systematic review and meta-analysis was conducted on PubMed, Scopus, and Cochrane Library for relevant studies published until December 31, 2022. A meta-analysis was performed using a random-effect model, to compute the pooled sensitivity and specificity of the markers. PROSPERO's registration ID for the study is CRD42023397703. KEY FINDINGS AND LIMITATIONS Out of the 2297 studies retrieved, 68 were included in the final analysis, despite considerable heterogeneity. These involved 12 696 participants, of whom 5557 were diagnosed with bladder cancer. Using diagnostic odds ratio (DOR) as a comparative measure, the five most promising markers (pooled sensitivity, specificity, and DOR) were SALL3 (61%, 97%, and 55.67, respectively), PENK (77%, 93%, and 47.90, respectively), ZNF154 (87%, 90%, and 45.07, respectively), VIM (82%, 90%, and 44.81, respectively), and POU4F2 (81%, 89%, and 34.89, respectively). Urinary cytology identified bladder cancer with 55% sensitivity, 92% specificity, and 14.37 DOR. CONCLUSIONS AND CLINICAL IMPLICATIONS DNA methylation biomarkers disclose high accuracy for bladder cancer detection in urine. Nonetheless, validation studies in different clinical settings are scarce, hampering clinical use. The identified biomarkers should be prioritized in future validation studies. PATIENT SUMMARY In this meta-analysis, we include previously published studies that used urine samples of bladder cancer patients' from all around the globe. We were able to compare the diagnostic accuracy of noninvasive markers across different populations. We were able to conclude on the most promising DNA methylation markers to detect bladder cancer using urine.
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Affiliation(s)
- Mariana Silva-Ferreira
- Cancer Biology & Epigenetics Group, IPO Porto Research Center of IPO Porto (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center - Raquel Seruca (Porto.CCC) & CI-IPOP@RISE (Health Research Network), Porto, Portugal; Master Program in Oncology, ICBAS - School of Medicine and Biomedical Sciences, University of Porto, Porto, Portugal
| | - João A Carvalho
- Cancer Biology & Epigenetics Group, IPO Porto Research Center of IPO Porto (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center - Raquel Seruca (Porto.CCC) & CI-IPOP@RISE (Health Research Network), Porto, Portugal; Doctoral Program in Medical Science, ICBAS - School of Medicine and Biomedical Sciences, University of Porto, Porto, Portugal; Department of Urology & Urology Clinics, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - Sofia Salta
- Cancer Biology & Epigenetics Group, IPO Porto Research Center of IPO Porto (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center - Raquel Seruca (Porto.CCC) & CI-IPOP@RISE (Health Research Network), Porto, Portugal; Doctoral Program in Pathology and Molecular Genetics, ICBAS - School of Medicine and Biomedical Sciences - University of Porto, Porto, Portugal
| | - Teresa S Henriques
- CINTESIS@RISE - Health Research Network & MEDCIDS, Faculty of Medicine of the University of Porto, Porto, Portugal
| | - Pedro Pereira Rodrigues
- CINTESIS@RISE - Health Research Network & MEDCIDS, Faculty of Medicine of the University of Porto, Porto, Portugal
| | - Sara Monteiro-Reis
- Cancer Biology & Epigenetics Group, IPO Porto Research Center of IPO Porto (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center - Raquel Seruca (Porto.CCC) & CI-IPOP@RISE (Health Research Network), Porto, Portugal; Institute of Science and Innovation in Mechanical and Industrial Engineering (INEGI), Porto, Portugal
| | - Rui Henrique
- Cancer Biology & Epigenetics Group, IPO Porto Research Center of IPO Porto (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center - Raquel Seruca (Porto.CCC) & CI-IPOP@RISE (Health Research Network), Porto, Portugal; Department of Pathology, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal; Department of Pathology and Molecular Immunology, ICBAS - School of Medicine and Biomedical Sciences, University of Porto, Porto, Portugal.
| | - Carmen Jerónimo
- Cancer Biology & Epigenetics Group, IPO Porto Research Center of IPO Porto (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center - Raquel Seruca (Porto.CCC) & CI-IPOP@RISE (Health Research Network), Porto, Portugal; Department of Pathology and Molecular Immunology, ICBAS - School of Medicine and Biomedical Sciences, University of Porto, Porto, Portugal.
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Caño Velasco J, Artero Fullana S, Polanco Pujol L, Lafuente Puentedura A, Subiela JD, Aragón Chamizo J, Moralejo Gárate M, Hernández Fernández C. Use of Bladder Epicheck® in the follow-up of high-risk non-muscle-invasive Bladder cancer: A systematic literature review. Actas Urol Esp 2024:S2173-5786(24)00064-7. [PMID: 38735433 DOI: 10.1016/j.acuroe.2024.05.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2023] [Accepted: 02/19/2024] [Indexed: 05/14/2024]
Abstract
INTRODUCTION In recent years, different urinary markers such as the Bladder Epicheck® have been developed in an attempt to reduce the number of cystoscopies in the follow-up of non-muscle invasive bladder cancer (NMIBC). AIM To provide a systematic review of Bladder Epicheck® and its current clinical utility in the follow-up and detection of recurrence of NMIBC. MATERIAL AND METHODS Systematic review based on a literature search of PubMed, Web of Science and Scopus databases until October 2023, according to PRISMA and Quadas-2 criteria. Sensitivity (Se), specificity (Sp), positive predictive value (PPV) and negative predictive value (NPV) of the marker were calculated. Diagnostic performance was evaluated by the area under the curve (AUC). RESULTS Fifteen studies were analyzed (n = 3761) including 86.7% prospective studies. Of the patient series, 53.2% had received previous intravesical instillations. The mean Se of the biomarker in the detection of recurrence varied according to tumor grade (87.9%-high grade/HG vs. 44.9%-low grade/LG, respectively). Their weighted mean Se and Sp were 71.6% and 84.5%, respectively. The mean recurrence rate was 29.1%. The weighted mean PPV and NPV were 56.4% and 92.8% (97.7% non-LG), respectively. The mean AUC was 85.63%. CONCLUSION Bladder Epicheck® is a useful urinary marker in the follow-up of NMIBC, with significantly high Se and NPV in the detection of recurrences, especially in cases of HG disease. Its use can reduce the number of cystoscopies required in the follow-up of NMIBC, improving the quality of life of patients and potentially increasing health economic savings.
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Affiliation(s)
- J Caño Velasco
- Servicio de Urología, Hospital General Universitario Gregorio Marañón, Madrid, Spain.
| | - S Artero Fullana
- Servicio de Urología, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - L Polanco Pujol
- Servicio de Urología, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - A Lafuente Puentedura
- Servicio de Urología, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - J D Subiela
- Servicio de Urología, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - J Aragón Chamizo
- Servicio de Urología, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - M Moralejo Gárate
- Servicio de Urología, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - C Hernández Fernández
- Servicio de Urología, Hospital General Universitario Gregorio Marañón, Madrid, Spain
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Pierconti F, Rossi ED, Fiorentino V, Bakacs A, Carlino A, Navarra E, Sacco E, Totaro A, Palermo G, Larocca LM, Martini M. Methylation Analysis of Urinary Sample in Non-Muscle-Invasive Bladder Carcinoma: Frequency and Management of Invalid Result. Biomedicines 2023; 11:3288. [PMID: 38137509 PMCID: PMC10741688 DOI: 10.3390/biomedicines11123288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 12/05/2023] [Accepted: 12/07/2023] [Indexed: 12/24/2023] Open
Abstract
BACKGROUND Numerous studies showed that methylation analysis represents a newly developed urinary marker based on DNA methylation changes in a panel of genomic biomarkers and it could represent a valid tool in terms of the diagnosis and prediction of high-grade urothelial carcinoma recurrences. One of the limits of the use of this new molecular method during a follow-up is represented by the number of invalid tests in routine practice. METHOD A total of 782 patients with a diagnosis of non-muscle-invasive high-grade carcinoma (NMIBC) was studied. The Bladder EpiCheck test (BE) was performed together with cytology in all cases within 1 year after the end of treatment. In 402 patients, the urinary samples were voided urine (UV), while, in 380 cases, the samples were collected after bladder washing (IU). For all the patients with invalid BE results, a second BE test was performed following the instructions for use that indicated the test should be repeated with a new urinary sample in the case of an invalid result. RESULTS Analyzing the two different groups (UV and IU), we found the invalid BE results seemed to be not related to urinary samples (p = 0.13 Fisher's exact test), suggesting that the collection method was not relevant in order to reduce the number of invalid tests. CONCLUSIONS In the follow-up for NMIBC, for patients for whom a BE test is planned, a combined approach of cytology and a methylation test is recommended in order to repeat the BE test with an invalid result only in those cases with a cytological diagnosis of atypical urothelial cells (AUC) suspicious for high-grade urothelial carcinoma (SHGUC) and high-grade urothelial carcinoma (HGUC).
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Affiliation(s)
- Francesco Pierconti
- Institute of Pathology, Catholic University of Rome, Fondazione Policlinico Gemelli Roma, 00153 Rome, Italy; (E.D.R.); (A.B.); (E.N.)
| | - E. D. Rossi
- Institute of Pathology, Catholic University of Rome, Fondazione Policlinico Gemelli Roma, 00153 Rome, Italy; (E.D.R.); (A.B.); (E.N.)
| | - V. Fiorentino
- Institute of Pathology, University of Messina, 98125 Messina, Italy; (V.F.); (M.M.)
| | - A. Bakacs
- Institute of Pathology, Catholic University of Rome, Fondazione Policlinico Gemelli Roma, 00153 Rome, Italy; (E.D.R.); (A.B.); (E.N.)
| | - A. Carlino
- Institute of Pathology, UniCamillus Rome, 00131 Rome, Italy; (A.C.); (L.M.L.)
| | - E. Navarra
- Institute of Pathology, Catholic University of Rome, Fondazione Policlinico Gemelli Roma, 00153 Rome, Italy; (E.D.R.); (A.B.); (E.N.)
| | - E. Sacco
- Institute of Urology, Catholic University of Rome, Fondazione Policlinico Gemelli Roma, 00168 Rome, Italy; (E.S.); (A.T.); (G.P.)
| | - A. Totaro
- Institute of Urology, Catholic University of Rome, Fondazione Policlinico Gemelli Roma, 00168 Rome, Italy; (E.S.); (A.T.); (G.P.)
| | - G. Palermo
- Institute of Urology, Catholic University of Rome, Fondazione Policlinico Gemelli Roma, 00168 Rome, Italy; (E.S.); (A.T.); (G.P.)
| | - L. M. Larocca
- Institute of Pathology, UniCamillus Rome, 00131 Rome, Italy; (A.C.); (L.M.L.)
| | - M. Martini
- Institute of Pathology, University of Messina, 98125 Messina, Italy; (V.F.); (M.M.)
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Fujii S, Ishida M, Komura K, Nishimura K, Tsujino T, Saito T, Taniguchi Y, Murakawa T, Azuma H, Hirose Y. Expression of Preferentially Expressed Antigen in Melanoma, a Cancer/Testis Antigen, in Carcinoma In Situ of the Urinary Tract. Diagnostics (Basel) 2023; 13:3636. [PMID: 38132219 PMCID: PMC10742698 DOI: 10.3390/diagnostics13243636] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Revised: 12/07/2023] [Accepted: 12/09/2023] [Indexed: 12/23/2023] Open
Abstract
Carcinoma in situ (CIS) of the urinary tract comprises 1-3% of all urothelial malignancies and is often a precursor to muscle-invasive urothelial carcinoma (UC). This study aimed to examine the expression profiles of preferentially expressed antigen in melanoma (PRAME), a cancer/testis antigen, and assess its diagnostic and therapeutic applications in CIS, given that its expression in UC has been minimally studied and has not yet been analyzed in CIS. We selected consecutive patients with CIS who underwent biopsy and/or transurethral tumor resection at the Osaka Medical and Pharmaceutical University Hospital. Immunohistochemical staining for PRAME and p53 was performed. Overall, 53 patients with CIS (6 females and 47 males) were included. Notably, PRAME expression was observed in 23 of the 53 patients (43.4%), whereas it was absent in the non-neoplastic urothelial epithelium. Furthermore, no correlation was found between PRAME expression and aberrant p53 expression. Therefore, PRAME expression may serve as a useful marker for CIS of the urinary tract. Furthermore, PRAME may be a candidate for the novel therapeutic target for standard treatment-refractory CIS patients.
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Affiliation(s)
- Shota Fujii
- Department of Pathology, Osaka Medical and Pharmaceutical University, 2-7, Daigaku-machi, Takatsuki City 569-8686, Osaka, Japan; (S.F.)
| | - Mitsuaki Ishida
- Department of Pathology, Osaka Medical and Pharmaceutical University, 2-7, Daigaku-machi, Takatsuki City 569-8686, Osaka, Japan; (S.F.)
| | - Kazumasa Komura
- Department of Urology, Osaka Medical and Pharmaceutical University, 2-7, Daigaku-machi, Takatsuki City 569-8686, Osaka, Japan
- Translational Research Program, Osaka Medical and Pharmaceutical University, 2-7, Daigaku-machi, Takatsuki City 569-8686, Osaka, Japan
| | - Kazuki Nishimura
- Department of Urology, Osaka Medical and Pharmaceutical University, 2-7, Daigaku-machi, Takatsuki City 569-8686, Osaka, Japan
| | - Takuya Tsujino
- Department of Urology, Osaka Medical and Pharmaceutical University, 2-7, Daigaku-machi, Takatsuki City 569-8686, Osaka, Japan
| | - Tomohito Saito
- Department of Thoracic Surgery, Kansai Medical University, 2-5-1, Shinmachi, Hirakata 573-1010, Osaka, Japan
| | - Yohei Taniguchi
- Department of Thoracic Surgery, Kansai Medical University, 2-5-1, Shinmachi, Hirakata 573-1010, Osaka, Japan
| | - Tomohiro Murakawa
- Department of Thoracic Surgery, Kansai Medical University, 2-5-1, Shinmachi, Hirakata 573-1010, Osaka, Japan
| | - Haruhito Azuma
- Department of Urology, Osaka Medical and Pharmaceutical University, 2-7, Daigaku-machi, Takatsuki City 569-8686, Osaka, Japan
| | - Yoshinobu Hirose
- Department of Pathology, Osaka Medical and Pharmaceutical University, 2-7, Daigaku-machi, Takatsuki City 569-8686, Osaka, Japan; (S.F.)
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Fiorentino V, Pizzimenti C, Franchina M, Rossi ED, Tralongo P, Carlino A, Larocca LM, Martini M, Fadda G, Pierconti F. Bladder Epicheck Test: A Novel Tool to Support Urothelial Carcinoma Diagnosis in Urine Samples. Int J Mol Sci 2023; 24:12489. [PMID: 37569864 PMCID: PMC10420163 DOI: 10.3390/ijms241512489] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Revised: 08/01/2023] [Accepted: 08/04/2023] [Indexed: 08/13/2023] Open
Abstract
Bladder cancer and upper urothelial tract carcinoma are common diseases with a high risk of recurrence, thus necessitating follow-up after initial treatment. The management of non-muscle invasive bladder carcinoma (NMIBC) after transurethral resection involves surveillance, intravesical therapy, and cytology with cystoscopy. Urinary cytology, cystoscopy, and radiological evaluation of the upper urinary tract are recommended during follow-up in the international urological guidelines. Cystoscopy is the standard examination for the first assessment and follow-up of NMIBC, and urine cytology is a widely used urinary test with high sensitivity for high-grade urothelial carcinoma (HGUC) and carcinoma in situ (CIS). In recent years, various urinary assays, including DNA methylation markers, have been used to detect bladder tumors. Among these, the Bladder EpiCheck test is one of the most widely used and is based on analysis of the methylation profile of urothelial cells to detect bladder neoplasms. This review assesses the importance of methylation analysis and the Bladder EpiCheck test as urinary biomarkers for diagnosing urothelial carcinomas in patients in follow-up for NMIBC, helping cytology and cystoscopy in doubtful cases. A combined approach of cytology and methylation analysis is suggested not only to diagnose HGUC, but also to predict clinical and histological recurrences.
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Affiliation(s)
- Vincenzo Fiorentino
- Department of Human Pathology of the Adult and Developmental Age “G. Barresi”, University of Messina, 98125 Messina, Italy; (M.F.); (G.F.)
| | - Cristina Pizzimenti
- PhD Programme in Translational Molecular Medicine and Surgery, Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, 98125 Messina, Italy;
| | - Mariausilia Franchina
- Department of Human Pathology of the Adult and Developmental Age “G. Barresi”, University of Messina, 98125 Messina, Italy; (M.F.); (G.F.)
| | - Esther Diana Rossi
- Department of Women, Children and Public Health Sciences, Catholic University of the Sacred Heart, Agostino Gemelli IRCCS University Hospital Foundation, 00168 Rome, Italy; (E.D.R.); (P.T.); (A.C.); (F.P.)
| | - Pietro Tralongo
- Department of Women, Children and Public Health Sciences, Catholic University of the Sacred Heart, Agostino Gemelli IRCCS University Hospital Foundation, 00168 Rome, Italy; (E.D.R.); (P.T.); (A.C.); (F.P.)
| | - Angela Carlino
- Department of Women, Children and Public Health Sciences, Catholic University of the Sacred Heart, Agostino Gemelli IRCCS University Hospital Foundation, 00168 Rome, Italy; (E.D.R.); (P.T.); (A.C.); (F.P.)
| | - Luigi Maria Larocca
- Department of Medicine and Surgery, Saint Camillus International University of Health and Medical Sciences (UniCamillus), 00131 Rome, Italy;
| | - Maurizio Martini
- Department of Human Pathology of the Adult and Developmental Age “G. Barresi”, University of Messina, 98125 Messina, Italy; (M.F.); (G.F.)
| | - Guido Fadda
- Department of Human Pathology of the Adult and Developmental Age “G. Barresi”, University of Messina, 98125 Messina, Italy; (M.F.); (G.F.)
| | - Francesco Pierconti
- Department of Women, Children and Public Health Sciences, Catholic University of the Sacred Heart, Agostino Gemelli IRCCS University Hospital Foundation, 00168 Rome, Italy; (E.D.R.); (P.T.); (A.C.); (F.P.)
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Peña KB, Riu F, Hernandez A, Guilarte C, Elizalde-Horcada M, Parada D. Study of Liquid-Based Cytology Using Next-Generation Sequencing as a Liquid Biopsy Application in Patients with Advanced Oncological Disease. Biomedicines 2023; 11:1578. [PMID: 37371673 DOI: 10.3390/biomedicines11061578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 05/17/2023] [Accepted: 05/27/2023] [Indexed: 06/29/2023] Open
Abstract
In patients with advanced cancer, it is necessary to detect driver mutations and genetic arrangements. If a mutation is found, targeted therapy may become an option. However, in most patients with advanced cancer, obtaining material can be challenging, and these determinations must be made based on small biopsies or cytologic samples. We analyzed the ability of liquid-based cytology to determine the mutational status in patients with advanced cancer by next-generation sequencing. We studied cytologic samples from 28 patients between 1 January 2018 and 31 December 2022. All samples were processed by next-generation sequencing using the Oncomine® Precision and Comprehensive Assay Panels for Solid Tumors. Eleven male and 17 female patients with a median age of 63.75 years were included. Clinical stage IV was predominant in 21 patients. Eleven patients died, and 17 survived. The DNA and RNA concentrations were 10.53 ng/µL and 13 ng/µL, respectively. Eleven patients showed actionable mutations, and 17 showed other genomic alterations. Liquid-based cytology can be used as a component of liquid biopsy, as it allows the identification of actionable mutations in patients with advanced oncological disease. Our findings expand the utility of liquid biopsy from different body fluids or cell aspirates.
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Affiliation(s)
- Karla Beatríz Peña
- Molecular Pathology Unit, Department of Pathology, Hospital Universitari de Sant Joan, 43202 Reus, Tarragona, Spain
- Institut d'Investigació Sanitària Pere Virgili, 43202 Reus, Tarragona, Spain
- Facultat de Medicina i Ciències de la Salut, Universitat Rovira i Virgili, 43002 Reus, Tarragona, Spain
| | - Francesc Riu
- Molecular Pathology Unit, Department of Pathology, Hospital Universitari de Sant Joan, 43202 Reus, Tarragona, Spain
- Institut d'Investigació Sanitària Pere Virgili, 43202 Reus, Tarragona, Spain
- Facultat de Medicina i Ciències de la Salut, Universitat Rovira i Virgili, 43002 Reus, Tarragona, Spain
| | - Anna Hernandez
- Molecular Pathology Unit, Department of Pathology, Hospital Universitari de Sant Joan, 43202 Reus, Tarragona, Spain
- Institut d'Investigació Sanitària Pere Virgili, 43202 Reus, Tarragona, Spain
| | - Carmen Guilarte
- Molecular Pathology Unit, Department of Pathology, Hospital Universitari de Sant Joan, 43202 Reus, Tarragona, Spain
| | | | - David Parada
- Molecular Pathology Unit, Department of Pathology, Hospital Universitari de Sant Joan, 43202 Reus, Tarragona, Spain
- Institut d'Investigació Sanitària Pere Virgili, 43202 Reus, Tarragona, Spain
- Facultat de Medicina i Ciències de la Salut, Universitat Rovira i Virgili, 43002 Reus, Tarragona, Spain
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