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Carrasco R, Ingelmo-Torres M, Oriola J, Roldán FL, Rodríguez-Carunchio L, Herranz S, Mellado B, Alcaraz A, Izquierdo L, Mengual L. Assessment of aggressive bladder cancer mutations in plasma cell-free DNA. Front Oncol 2023; 13:1270962. [PMID: 38098507 PMCID: PMC10720633 DOI: 10.3389/fonc.2023.1270962] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 11/13/2023] [Indexed: 12/17/2023] Open
Abstract
Background and aims The spatial and temporal genetic heterogeneity of bladder cancer (BC) makes challenging to find specific drivers of metastatic disease, thus preventing to determine those BC patients at high risk of tumor progression. Our aim was to identify DNA mutations providing aggressive behavior to bladder tumors and analyze them in patients' cell-free DNA (cfDNA) during their follow-up after radical cystectomy (RC) in order to monitor tumor evolution. Methods Six BC patients who underwent RC and presented disease progression during their follow-up were included. Next-generation sequencing was used to determine somatic mutations in several primary tumor and metastatic specimens from each patient. Shared DNA mutations between primary bladder tumor and metastatic sites were identified in cfDNA samples through droplet digital PCR. Results Besides BC genetic heterogeneity, specific mutations in at least one of these genes -TERT, ATM, RB1, and FGFR3- were found in primary tumors and their metastases in all patients. These mutations were also identified in the patients' cfDNA at different follow-up time points. Additionally, the dynamic changes of these mutations in cfDNA allowed us to determine tumor evolution in response to treatment. Conclusion The analysis of BC mutations associated with poor prognosis in plasma cfDNA could be a valuable tool to monitor tumor evolution, thus improving the clinical management of BC patients.
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Affiliation(s)
- Raquel Carrasco
- Laboratori i Servei d’Urologia, Hospital Clínic de Barcelona, Barcelona, Spain
- Genètica i tumors urològics, Fundació de Recerca Clínic Barcelona-Institut d’Investigacions Biomèdiques August Pi i Sunyer (FRCB-IDIBAPS), Barcelona, Spain
- Departament de Biomedicina, Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona (UB), Barcelona, Spain
| | - Mercedes Ingelmo-Torres
- Laboratori i Servei d’Urologia, Hospital Clínic de Barcelona, Barcelona, Spain
- Genètica i tumors urològics, Fundació de Recerca Clínic Barcelona-Institut d’Investigacions Biomèdiques August Pi i Sunyer (FRCB-IDIBAPS), Barcelona, Spain
| | - Josep Oriola
- Departament de Biomedicina, Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona (UB), Barcelona, Spain
| | - Fiorella L. Roldán
- Laboratori i Servei d’Urologia, Hospital Clínic de Barcelona, Barcelona, Spain
- Genètica i tumors urològics, Fundació de Recerca Clínic Barcelona-Institut d’Investigacions Biomèdiques August Pi i Sunyer (FRCB-IDIBAPS), Barcelona, Spain
| | | | - Sandra Herranz
- Laboratori i Servei d’Urologia, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Begoña Mellado
- Servei d’Oncologia Mèdica, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Antonio Alcaraz
- Laboratori i Servei d’Urologia, Hospital Clínic de Barcelona, Barcelona, Spain
- Genètica i tumors urològics, Fundació de Recerca Clínic Barcelona-Institut d’Investigacions Biomèdiques August Pi i Sunyer (FRCB-IDIBAPS), Barcelona, Spain
| | - Laura Izquierdo
- Laboratori i Servei d’Urologia, Hospital Clínic de Barcelona, Barcelona, Spain
- Genètica i tumors urològics, Fundació de Recerca Clínic Barcelona-Institut d’Investigacions Biomèdiques August Pi i Sunyer (FRCB-IDIBAPS), Barcelona, Spain
| | - Lourdes Mengual
- Laboratori i Servei d’Urologia, Hospital Clínic de Barcelona, Barcelona, Spain
- Genètica i tumors urològics, Fundació de Recerca Clínic Barcelona-Institut d’Investigacions Biomèdiques August Pi i Sunyer (FRCB-IDIBAPS), Barcelona, Spain
- Departament de Biomedicina, Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona (UB), Barcelona, Spain
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Liu G, Bu C, Guo G, Zhang Z, Sheng Z, Deng K, Wu S, Xu S, Bu Y, Gao Y, Wang M, Liu G, Kong L, Li T, Li M, Bu X. Molecular and clonal evolution in vivo reveal a common pathway of distant relapse gliomas. iScience 2023; 26:107528. [PMID: 37649695 PMCID: PMC10462858 DOI: 10.1016/j.isci.2023.107528] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 06/18/2023] [Accepted: 07/28/2023] [Indexed: 09/01/2023] Open
Abstract
The evolutionary trajectories of genomic alterations underlying distant recurrence in glioma remain largely unknown. To elucidate glioma evolution, we analyzed the evolutionary trajectories of matched pairs of primary tumors and relapse tumors or tumor in situ fluid (TISF) based on deep whole-genome sequencing data (ctDNA). We found that MMR gene mutations occurred in the late stage in IDH-mutant glioma during gene evolution, which activates multiple signaling pathways and significantly increases distant recurrence potential. The proneural subtype characterized by PDGFRA amplification was likely prone to hypermutation and distant recurrence following treatment. The classical and mesenchymal subtypes tended to progress locally through subclonal reconstruction, trunk genes transformation, and convergence evolution. EGFR and NOTCH signaling pathways and CDNK2A mutation play an important role in promoting tumor local progression. Glioma subtypes displayed distinct preferred evolutionary patterns. ClinicalTrials.gov, NCT05512325.
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Affiliation(s)
- Guanzheng Liu
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Chaojie Bu
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Guangzhong Guo
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Zhiyue Zhang
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Zhiyuan Sheng
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Kaiyuan Deng
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Shuang Wu
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Sensen Xu
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Yage Bu
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Yushuai Gao
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Meiyun Wang
- Department of Radiology, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Gang Liu
- Department of Center for Clinical Single Cell Biomedicine, Clinical Research Center, Department of Oncology, Henan Provincial People’s Hospital, Zhengzhou University People’s Hospital, Zhengzhou 450003, China
| | - Lingfei Kong
- Department of Pathology, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Tianxiao Li
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Ming Li
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
| | - Xingyao Bu
- Department of Neurosurgery, Zhengzhou University People’s Hospital, Henan Provincial People’s Hospital, Zhengzhou 450003, China
- Juha International Central Laboratory of Neurosurgery, Henan Provincial People’s Hospital, Zhengzhou 450003, China
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Schallenberg S, Dragomir MP, Anders P, Ebner B, Volz Y, Eismann L, Rodler S, Casuscelli J, Buchner A, Klauschen F, Stief C, Horst D, Schulz GB. Intratumoral Heterogeneity of Molecular Subtypes in Muscle-invasive Bladder Cancer-An Extensive Multiregional Immunohistochemical Analysis. Eur Urol Focus 2023; 9:788-798. [PMID: 37076398 DOI: 10.1016/j.euf.2023.03.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 02/19/2023] [Accepted: 03/11/2023] [Indexed: 04/21/2023]
Abstract
BACKGROUND Molecular bladder cancer (BC) subtypes define distinct biological entities and were shown to predict treatment response in neoadjuvant and adjuvant settings. The extent of intratumoral heterogeneity (ITH) might affect subtyping of individual patients. OBJECTIVE To comprehensively assess the ITH of molecular subtypes in a cohort of muscle-invasive BC. DESIGN, SETTING, AND PARTICIPANTS A total of 251 patients undergoing radical cystectomy were screened. Three cores of the tumor center (TC) and three cores of the invasive tumor front (TF) of each patient were assembled in a tissue microarray. Molecular subtypes were determined employing 12 pre-evaluated immunohistochemical markers (FGFR3, CCND1, RB1, CDKN2A, KRT5, KRT14, FOXA1, GATA3, TUBB2B, EPCAM, CDH1, and vimentin). A total of 18 072 spots were evaluated, of which 15 002 spots were assessed based on intensity, distribution, or combination. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS Allocation to one of five different molecular subtypes-urothelial like, genomically unstable, small-cell/neuroendocrine like, basal/squamous cell carcinoma like, and mesenchymal like-was conducted for each patient for the complete tumor, individual cores, TF, and TC separately. The primary objective was to assess the ITH between the TF and TC (n = 208 patients). The secondary objective was the evaluation of multiregion ITH (n = 191 patients). An analysis of the composition of ITH cases, association with clinicopathological parameters, and prognosis was conducted. RESULTS AND LIMITATIONS ITH between the TF and TC was seen in 12.5% (n = 26/208), and ITH defined by at least two different subtypes of any location was seen in 24.6% (n = 47/191). ITH was more frequent in locally confined (pT2) versus advanced (pT ≥3) BC stages (38.7% vs 21.9%, p = 0.046), and pT4 BC presented with significantly more basal subtypes than pT2 BC (26.2% vs 11.5%, p = 0.049). In our cohort, there was no association of subtype ITH with prognosis or accumulation of specific molecular subtypes in ITH cases. The key limitations were missing transcriptomic and mutational genetic validation as well as investigation of ITH beyond subtypes. CONCLUSIONS Several molecular subtypes can be found in nearly every fourth case of muscle-invasive BC, when using immunohistochemistry. ITH must be given due consideration for subtype-guided strategies in BC. Genomic validation of these results is needed. PATIENT SUMMARY Different molecular subtypes can be found in many cases of muscle-invasive bladder cancer. This might have implications for individualized, subtype-based therapeutic approaches.
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Affiliation(s)
- Simon Schallenberg
- Institute of Pathology, Charite Universitätsmedizin Berlin, Berlin, Germany
| | - Mihnea-Paul Dragomir
- Institute of Pathology, Charite Universitätsmedizin Berlin, Berlin, Germany; German Cancer Consortium (DKTK), Partner Site Berlin, and German Cancer Research Center (DKFZ), Heidelberg, Germany; Berlin Institute of Health (BIH), Berlin, Germany
| | - Philipp Anders
- Faculty of Medicine, Semmelweis University, Budapest, Hungary
| | - Benedikt Ebner
- Department of Urology, University Hospital, LMU Munich, Munich, Germany
| | - Yannic Volz
- Department of Urology, University Hospital, LMU Munich, Munich, Germany
| | - Lennert Eismann
- Department of Urology, University Hospital, LMU Munich, Munich, Germany
| | - Severin Rodler
- Department of Urology, University Hospital, LMU Munich, Munich, Germany
| | | | - Alexander Buchner
- Department of Urology, University Hospital, LMU Munich, Munich, Germany
| | - Frederick Klauschen
- Institute of Pathology, Charite Universitätsmedizin Berlin, Berlin, Germany; German Cancer Consortium (DKTK), Partner Site Berlin, and German Cancer Research Center (DKFZ), Heidelberg, Germany; BIFOLD-Berlin Institute for the Foundations of Learning and Data, Berlin, Germany; Institute of Pathology, Ludwig-Maximilians-University, Munich, Germany; German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Munich Partner Site, Heidelberg, Germany
| | - Christian Stief
- Department of Urology, University Hospital, LMU Munich, Munich, Germany
| | - David Horst
- Institute of Pathology, Charite Universitätsmedizin Berlin, Berlin, Germany; German Cancer Consortium (DKTK), Partner Site Berlin, and German Cancer Research Center (DKFZ), Heidelberg, Germany
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Reike MJ, Contreras-Sanz A, Black PC. Biological Stratification of Invasive and Advanced Urothelial Carcinoma. Urol Clin North Am 2023; 50:69-80. [DOI: 10.1016/j.ucl.2022.09.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Bacon JVW, Müller DC, Ritch E, Annala M, Dugas SG, Herberts C, Vandekerkhove G, Seifert H, Zellweger T, Black PC, Bubendorf L, Wyatt AW, Rentsch CA. Somatic Features of Response and Relapse in Non-muscle-invasive Bladder Cancer Treated with Bacillus Calmette-Guérin Immunotherapy. Eur Urol Oncol 2022; 5:677-686. [PMID: 34895867 DOI: 10.1016/j.euo.2021.11.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 10/13/2021] [Accepted: 11/13/2021] [Indexed: 01/26/2023]
Abstract
BACKGROUND High-risk non-muscle-invasive bladder cancer (NMIBC) is treated with bacillus Calmette-Guérin (BCG), but relapse is common. Improvement of patient outcomes requires better understanding of links between BCG resistance and genomic driver alterations. OBJECTIVE To validate the prognostic impact of common genomic alterations in NMIBC pretreatment and define somatic changes present in post-BCG relapses. DESIGN, SETTING, AND PARTICIPANTS We retrieved tumour tissues and outcomes for 90 patients with BCG-naive NMIBC initiating BCG monotherapy. Post-BCG tissue was available from 34 patients. All tissues underwent targeted sequencing of tumour and matched normal. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS Associations between clinical outcomes and genomics were determined using Cox proportional hazard models. RESULTS AND LIMITATIONS Of the patients, 58% were relapse free at data cut-off, 24% had NMIBC recurrence, and 18% experienced muscle-invasive progression. The risk of relapse was associated with ARID1A mutation (hazard ratio [HR] = 2.00; p = 0.04) and CCNE1 amplification (HR = 2.61; p = 0.02). Pre- and post-BCG tumours shared truncal driver alterations, with mutations in TERT and chromatin remodelling genes particularly conserved. However, shifts in somatic profiles were common and clinically relevant alterations in FGFR3, PIK3CA, TSC1, and TP53 were temporally variable, despite apparent clonal prevalence at one time point. Limitations include the difficulty of resolving the relative impact of BCG therapy versus surgery on genomics at relapse and biopsy bias. CONCLUSIONS Somatic hypermutation and alterations in CCNE1 and ARID1A should be incorporated into future models predicting NMIBC BCG outcomes. Changes in tumour genomics over time highlight the importance of recent biopsy when considering targeted therapies, and suggest that relapse after BCG is due to persisting and evolving precursor populations. PATIENT SUMMARY Changes in key cancer genes can predict bladder cancer relapse after treatment with bacillus Calmette-Guérin. Relapses after treatment can be driven by large-scale genetic changes within the cancer. These genetic changes help us understand how superficial bladder cancer can progress to be treatment resistant.
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Affiliation(s)
- Jack V W Bacon
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - David C Müller
- Institute of Medical Genetics and Pathology, University Hospital Basel, University of Basel, Basel, Switzerland; Department of Urology, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Elie Ritch
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - Matti Annala
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, British Columbia, Canada; Prostate Cancer Research Center, Faculty of Medicine and Life Sciences and BioMediTech Institute, University of Tampere, Tampere, Finland
| | - Sarah G Dugas
- Institute of Medical Genetics and Pathology, University Hospital Basel, University of Basel, Basel, Switzerland; Department of Urology, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Cameron Herberts
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - Gillian Vandekerkhove
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - Helge Seifert
- Department of Urology, University Hospital Basel, University of Basel, Basel, Switzerland
| | | | - Peter C Black
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, British Columbia, Canada
| | - Lukas Bubendorf
- Institute of Medical Genetics and Pathology, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Alexander W Wyatt
- Department of Urologic Sciences, Vancouver Prostate Centre, University of British Columbia, Vancouver, British Columbia, Canada; Michael Smith Genome Sciences Centre, BC Cancer, Vancouver, British Columbia, Canada.
| | - Cyrill A Rentsch
- Department of Urology, University Hospital Basel, University of Basel, Basel, Switzerland.
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Xu J, Yang R, Li J, Wang L, Cohen M, Simeone DM, Costa M, Wu XR. DNMT3A/miR-129-2-5p/Rac1 Is an Effector Pathway for SNHG1 to Drive Stem-Cell-like and Invasive Behaviors of Advanced Bladder Cancer Cells. Cancers (Basel) 2022; 14:cancers14174159. [PMID: 36077697 PMCID: PMC9454896 DOI: 10.3390/cancers14174159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2022] [Revised: 08/20/2022] [Accepted: 08/25/2022] [Indexed: 11/16/2022] Open
Abstract
The stem-cell-like behavior of cancer cells plays a central role in tumor heterogeneity and invasion and correlates closely with drug resistance and unfavorable clinical outcomes. However, the molecular underpinnings of cancer cell stemness remain incompletely defined. Here, we show that SNHG1, a long non-coding RNA that is over-expressed in ~95% of human muscle-invasive bladder cancers (MIBCs), induces stem-cell-like sphere formation and the invasion of cultured bladder cancer cells by upregulating Rho GTPase, Rac1. We further show that SNHG1 binds to DNA methylation transferase 3A protein (DNMT3A), and tethers DNMT3A to the promoter of miR-129-2, thus hyper-methylating and repressing miR-129-2-5p transcription. The reduced binding of miR-129-2 to the 3′-UTR of Rac1 mRNA leads to the stabilization of Rac1 mRNA and increased levels of Rac1 protein, which then stimulates MIBC cell sphere formation and invasion. Analysis of the Human Protein Atlas shows that a high expression of Rac1 is strongly associated with poor survival in patients with MIBC. Our data strongly suggest that the SNHG1/DNMT3A/miR-129-2-5p/Rac1 effector pathway drives stem-cell-like and invasive behaviors in MIBC, a deadly form of bladder cancer. Targeting this pathway, alone or in combination with platinum-based therapy, may reduce chemoresistance and improve longer-term outcomes in MIBC patients.
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Affiliation(s)
- Jiheng Xu
- Department of Medicine, New York University School of Medicine, New York, NY 10016, USA
| | - Rui Yang
- Department of Medicine, New York University School of Medicine, New York, NY 10016, USA
| | - Jingxia Li
- Department of Medicine, New York University School of Medicine, New York, NY 10016, USA
| | - Lidong Wang
- Department of Surgery, New York University School of Medicine, New York, NY 10016, USA
| | - Mitchell Cohen
- Department of Medicine, New York University School of Medicine, New York, NY 10016, USA
| | - Diane M. Simeone
- Department of Surgery, New York University School of Medicine, New York, NY 10016, USA
- Department of Pathology, New York University School of Medicine, New York, NY 10016, USA
| | - Max Costa
- Department of Medicine, New York University School of Medicine, New York, NY 10016, USA
- Correspondence: (M.C.); (X.-R.W.)
| | - Xue-Ru Wu
- Department of Pathology, New York University School of Medicine, New York, NY 10016, USA
- Department of Urology, New York University School of Medicine, New York, NY 10016, USA
- Veterans Affairs New York Harbor Healthcare System, Manhattan Campus, New York, NY 10010, USA
- Correspondence: (M.C.); (X.-R.W.)
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Voutsadakis IA. Urothelial Bladder Carcinomas with High Tumor Mutation Burden Have a Better Prognosis and Targetable Molecular Defects beyond Immunotherapies. Curr Oncol 2022; 29:1390-407. [PMID: 35323317 PMCID: PMC8947463 DOI: 10.3390/curroncol29030117] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2022] [Revised: 02/23/2022] [Accepted: 02/23/2022] [Indexed: 12/14/2022] Open
Abstract
Background: Urothelial bladder carcinomas had traditionally been difficult to treat cancers, with high morbidity and mortality rates when invasive and metastatic. In recent years, immunotherapy with immune checkpoint inhibitors has improved outcomes in several cancers, including bladder carcinomas. Despite positive overall results, many bladder cancer patients do not respond to immunotherapies. Validated predictive biomarkers of response would advance the selection of patients for these treatments. Tumor mutation burden (TMB) has been suggested as an immunotherapy biomarker and thus delineation of attributes of tumors with a high TMB is clinically relevant. Methods: Publicly available genomic and clinical data from the urothelial bladder carcinoma cohort of The Cancer Genome Atlas (TCGA) project are used to analyze characteristics and molecular alterations of the subset of cancers with an increased tumor mutation number compared with those with lower number of mutations. The cut-off for the high mutation burden in the analysis was set at 10 mutations per Megabase (MB). Results: In addition to their sensitivity to immune checkpoint inhibitors, urothelial carcinomas with high TMB possess several molecular defects that could be exploited for combinatorial treatments. Compared with bladder carcinomas with low TMB, carcinomas with high TMB display higher prevalence of mutations in tumor suppressor TP53, PIK3CA, in FAT4 cadherin and in genes encoding for several epigenetic modifier enzymes. The frequency of mutations in mismatch repair and DNA damage response genes is higher in cancers with high TMB. The group of urothelial carcinomas with high TMB has a better prognosis than the group with low TMB. This improved Overall Survival (OS) stems from improved survival of stage III cancers with high TMB compared with stage III cancers with low TMB, while stage II and stage IV cancers have similar OS, independently of their TMB. Conclusion: Differences of the landscape of high and low TMB urothelial cancers provides leads for further pathogenesis investigations and may prove useful for development of combination therapies including immunotherapies with targeted inhibitors.
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Schulz GB, Stief CG, Saar M, Vögeli TA, Todenhöfer T, Knüchel R, Gaisa NT. [Molecular diagnostics of bladder cancer-practical ramifications]. Urologe A 2021; 60:1349-1358. [PMID: 34550396 DOI: 10.1007/s00120-021-01640-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/13/2021] [Indexed: 01/06/2023]
Abstract
In the future, precision medicine with agents targeting specific genetic alterations will play an important role in bladder cancer. This includes both single genetic alterations (e.g. FGFR3) and gene panel analyses in patients with no further therapeutic options, rare cancer subtypes or unusual clinical courses. These molecular analyses can be carried out on formalin-fixed paraffin-embedded tumor samples and the results should be discussed in interdisciplinary molecular tumor boards in order to either recommend approved targeted therapies or suggest patients for molecular-based clinical trials, compassionate use programs or off-label use of drugs. The remuneration of molecular diagnostics is largely well-represented for the outpatient sector in Germany; however, the covering of treatment costs must currently be approved by the health insurances.
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Affiliation(s)
- Gerald B Schulz
- Urologische Klinik und Poliklinik, Klinikum der Universität München (LMU), München, Deutschland
| | - Christian G Stief
- Urologische Klinik und Poliklinik, Klinikum der Universität München (LMU), München, Deutschland
| | - Matthias Saar
- Klinik für Urologie und Kinderurologie, Universitätsklinikum des Saarlandes, Homburg/Saar, Deutschland.,Klinik für Urologie, Uniklinik RWTH Aachen, Aachen, Deutschland
| | | | | | - Ruth Knüchel
- Institut für Pathologie, Uniklinik RWTH Aachen, Aachen, Deutschland
| | - Nadine T Gaisa
- Institut für Pathologie, Uniklinik RWTH Aachen, Aachen, Deutschland.
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Abstract
Urothelial carcinoma is characterized by the presence of a wide spectrum of histopathologic features and molecular alterations that contribute to its morphologic and genomic heterogeneity. It typically harbors high rates of somatic mutations with considerable genomic and transcriptional complexity and heterogeneity that is reflective of its varied histomorphologic and clinical features. This review provides an update on the recent advances in the molecular characterization and novel molecular taxonomy of urothelial carcinoma and variant histologies.
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Affiliation(s)
- Hikmat Al-Ahmadie
- Department of Pathology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NW 10065, USA.
| | - George J Netto
- Department of Pathology, University of Alabama at Birmingham, University of Alabama at Birmingham School of Medicine, WP Building, Suite P230, 619 19th Street South, Birmingham, AL 35249-7331, USA.
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Schulz GB, Todorova R, Braunschweig T, Rodler S, Volz Y, Eismann L, Pfitzinger P, Jokisch F, Buchner A, Stief C, Mayr D, Casuscelli J. PD-L1 expression in bladder cancer: Which scoring algorithm in what tissue? Urol Oncol 2021:S1078-1439(21)00260-X. [PMID: 34261585 DOI: 10.1016/j.urolonc.2021.06.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Revised: 05/30/2021] [Accepted: 06/03/2021] [Indexed: 01/22/2023]
Abstract
INTRODUCTION For cisplatin-ineligible patients, approval of first-line immune-checkpoint inhibitor therapy relies on the programmed death ligand 1 (PD-L1) expression assay employed, namely, the combined positive score (CPS) or immune cell (IC) score. This study compares PD-L1 diagnostic scores and positivity in primary and matched metastatic bladder cancer tissue. METHODS A total of 108 patients undergoing radical cystectomy for urothelial bladder cancer and lymphatic spread (pN+) were included. PD-L1 expression was compared by immunohistochemistry (IHC) between the primary bladder tumor and associated lymph node metastases using Ventana SP263 anti-PD-L1 antibody. In a subset of cases further IHC was performed with Ventana SP142 and Dako 22C3 antibodies. Second, the PD-L1 scoring algorithms for the CPS and IC score were compared. Correlation of PD-L1 positivity with clinical parameters and tumor stage was assessed. Intra- and intertissue analyses were performed with Pearson's chi square test, McNemar test and Spearman correlation employing IBM SPSS 25. RESULTS PD-L1 expression did not correlate with clinicopathological parameters. The CPS (43.5% vs. 35.6%; P=0.006) and the IC score (28.7% vs. 21.2%; P=0.002) yielded PD-L1 positivity significantly more often in primary BC than in matched lymph node metastasis. Both the CPS (r=0.775; P<0.001) and the IC score (r=0.711; P<0.001) correlated between primary and metastatic bladder cancer tissue. Employing CPS vs. IC led to significantly more PD-L1-positive classified cases in primary BC (CPS vs. IC; 43.5% vs. 28.7%; P<0.001) and lymph node metastasis (CPS vs. IC; 35.6% vs. 21.2%, P<0.001). CONCLUSION Compared to lymph node analysis, bladder tissue yields more PD-L1 positivity assessed with the CPS and IC scores. This is particularly evident when employing the CPS. The findings highlight that employing both PD-L1 assays may maximize eligibility for first-line checkpoint-inhibitors to treat bladder cancer patients unfit for cisplatin-based chemotherapy.
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11
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Schulz GB, Elezkurtaj S, Börding T, Schmidt EM, Elmasry M, Stief CG, Kirchner T, Karl A, Horst D. Therapeutic and prognostic implications of NOTCH and MAPK signaling in bladder cancer. Cancer Sci 2021; 112:1987-1996. [PMID: 33686706 PMCID: PMC8088911 DOI: 10.1111/cas.14878] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2020] [Revised: 02/27/2021] [Accepted: 03/07/2021] [Indexed: 12/20/2022] Open
Abstract
Signaling pathways that drive bladder cancer (BC) progression may be promising and specific targets for systemic therapy. Here, we investigated the clinical significance and targetability of NOTCH and mitogen-activated protein kinase (MAPK) signaling for this aggressive malignancy. We assessed NOTCH1 and MAPK activity in 222 stage III and IV BC specimens of patients that had undergone radical cystectomy, and tested for clinical associations including cancer-specific and overall survival. We examined therapeutic effects of NOTCH and MAPK repression in a murine xenograft model of human bladder cancer cells and evaluated tumor growth and tumor cell plasticity. In BC, NOTCH1 and MAPK signaling marked two distinct tumor cell subpopulations. The combination of high NOTCH1 and high MAPK activity indicated poor cancer-specific and overall survival in univariate and multivariate analyses. Inhibition of NOTCH and MAPK in BC xenografts in vivo depleted targeted tumor cell subpopulations and revealed strong plasticity in signaling pathway activity. Combinatorial inhibition of NOTCH and MAPK signaling most strongly suppressed tumor growth. Our findings indicate that tumor cell subpopulations with high NOTCH and MAPK activity both contribute to tumor progression. Furthermore, we propose a new concept for BC therapy, which advocates specific and simultaneous targeting of these different tumor cell subpopulations through combined NOTCH and MAPK inhibition.
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Affiliation(s)
- Gerald B Schulz
- Department of Urology, Ludwig-Maximilians-Universität, Munich, Germany
| | - Sefer Elezkurtaj
- Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Pathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Teresa Börding
- Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Pathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | | | - Manal Elmasry
- Institute of Pathology, Ludwig-Maximilians-Universität, Munich, Germany
| | - Christian G Stief
- Department of Urology, Ludwig-Maximilians-Universität, Munich, Germany
| | - Thomas Kirchner
- Institute of Pathology, Ludwig-Maximilians-Universität, Munich, Germany
| | - Alexander Karl
- Department of Urology, Barmherzige Brüder, Munich, Germany
| | - David Horst
- Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Institute of Pathology, Charité - Universitätsmedizin Berlin, Berlin, Germany
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12
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Huang H, Li H. Tumor heterogeneity and the potential role of liquid biopsy in bladder cancer. Cancer Commun (Lond) 2020; 41:91-108. [PMID: 33377623 PMCID: PMC7896752 DOI: 10.1002/cac2.12129] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2020] [Revised: 10/28/2020] [Accepted: 12/23/2020] [Indexed: 12/24/2022] Open
Abstract
Bladder cancer (BC) is a heterogeneous disease that characterized by genomic instability and a high mutation rate. Heterogeneity in tumor may partially explain the diversity of responses to targeted therapies and the various clinical outcomes. A combination of cytology and cystoscopy is the standard methodology for BC diagnosis, prognosis, and disease surveillance. However, genomics analyses of single tumor‐biopsy specimens may underestimate the mutational burden of heterogeneous tumors. Liquid biopsy, as a promising technology, enables analysis of tumor components in the bodily fluids, such as blood and urine, at multiple time points and provides a minimally invasive approach that can track the evolutionary dynamics and monitor tumor heterogeneity. In this review, we describe the multiple faces of BC heterogeneity at the genomic and transcriptional levels and how they affect clinical care and outcomes. We also summarize the outcomes of liquid biopsy in BC, which plays a potential role in revealing tumor heterogeneity. Finally, we discuss the challenges that must be addressed before liquid biopsy can be widely used in clinical treatment.
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Affiliation(s)
- Hai‐Ming Huang
- Department of Clinical LaboratoryPeking University First HospitalBeijing100034P. R. China
| | - Hai‐Xia Li
- Department of Clinical LaboratoryPeking University First HospitalBeijing100034P. R. China
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13
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Grigg CM, Livasy C, He J, Hartman A, Clark PE, Zhu J, Raghavan D, Burgess EF. Human epidermal growth factor receptor 2 overexpression is frequently discordant between primary and metastatic urothelial carcinoma and is associated with intratumoral human epidermal growth factor receptor 2 heterogeneity. Hum Pathol 2020; 107:96-103. [PMID: 33121981 DOI: 10.1016/j.humpath.2020.10.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2020] [Revised: 10/18/2020] [Accepted: 10/21/2020] [Indexed: 11/28/2022]
Abstract
Human epidermal growth factor receptor 2 (HER2) overexpression occurs in 5-10% of primary urothelial carcinomas (UCs) but has not reliably predicted benefit from HER2-targeted agents in the metastatic setting. HER2 testing of primary tumors may not reflect the HER2 status of distant metastases. We assessed the concordance of HER2 expression in paired primary and distant metastatic UC lesions. Specimens from 149 patients with metastatic UC underwent immunohistochemical staining for HER2, including 79 paired primary and distant metastatic tumors. HER2 status was defined using 2018 ASCO/CAP guidelines. HER2 intratumoral heterogeneity (ITH) was defined as HER2 3+ expression in 5-50% of tumor cells. The HER2-positive, -equivocal, and -negative rates observed were 10.6%, 24.7%, and 64.7% for primary tumors and 9.8%, 12.6%, and 77.6% for metastatic tumors, respectively. HER2 ITH occurred in 44% of HER2-positive primary tumors. Low agreement of HER2-positive status between primary and metastatic tumors was observed (к = 0.193, P = 0.079). Loss of HER2 overexpression in the metastatic lesion was observed in 55% (5 of 9 cases) of HER2-positive primary cases and was associated with the presence of HER2 ITH in the primary tumor (Fisher's exact P = 0.048). Change from negative primary to positive metastasis was seen in 2% (1 of 50) of cases. No differences in metastasis-free survival or overall survival were observed in accordance with HER2 status defined by either the primary or metastatic lesion. These findings are likely to impact patient selection for HER2 targeted therapies in UC. Confirmation and evaluation of the clinical significance of HER2 discordance is warranted, preferably in the context of a clinical trial.
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Affiliation(s)
- Claud M Grigg
- Levine Cancer Institute, Atrium Health, Charlotte, NC, 28204, USA.
| | - Chad Livasy
- Carolinas Pathology Group, Charlotte, NC, 28203, USA.
| | - Jiaxian He
- Levine Cancer Institute, Atrium Health, Charlotte, NC, 28204, USA.
| | - Aaron Hartman
- Carolinas Pathology Group, Charlotte, NC, 28203, USA.
| | - Peter E Clark
- Levine Cancer Institute, Atrium Health, Charlotte, NC, 28204, USA.
| | - Jason Zhu
- Levine Cancer Institute, Atrium Health, Charlotte, NC, 28204, USA.
| | - Derek Raghavan
- Levine Cancer Institute, Atrium Health, Charlotte, NC, 28204, USA.
| | - Earle F Burgess
- Levine Cancer Institute, Atrium Health, Charlotte, NC, 28204, USA.
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14
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Taber A, Christensen E, Lamy P, Nordentoft I, Prip F, Lindskrog SV, Birkenkamp-Demtröder K, Okholm TLH, Knudsen M, Pedersen JS, Steiniche T, Agerbæk M, Jensen JB, Dyrskjøt L. Molecular correlates of cisplatin-based chemotherapy response in muscle invasive bladder cancer by integrated multi-omics analysis. Nat Commun 2020; 11:4858. [PMID: 32978382 PMCID: PMC7519650 DOI: 10.1038/s41467-020-18640-0] [Citation(s) in RCA: 109] [Impact Index Per Article: 27.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Accepted: 09/03/2020] [Indexed: 01/05/2023] Open
Abstract
Overtreatment with cisplatin-based chemotherapy is a major issue in the management of muscle-invasive bladder cancer (MIBC), and currently none of the reported biomarkers for predicting response have been implemented in the clinic. Here we perform a comprehensive multi-omics analysis (genomics, transcriptomics, epigenomics and proteomics) of 300 MIBC patients treated with chemotherapy (neoadjuvant or first-line) to identify molecular changes associated with treatment response. DNA-based associations with response converge on genomic instability driven by a high number of chromosomal alterations, indels, signature 5 mutations and/or BRCA2 mutations. Expression data identifies the basal/squamous gene expression subtype to be associated with poor response. Immune cell infiltration and high PD-1 protein expression are associated with treatment response. Through integration of genomic and transcriptomic data, we demonstrate patient stratification to groups of low and high likelihood of cisplatin-based response. This could pave the way for future patient selection following validation in prospective clinical trials. There are currently only a few biomarkers to predict the response of muscle invasive bladder cancer to therapy. Here, the authors analyse 300 tumors using exome and RNA sequencing and find that tumors with a high degree of genomic instability and a non-basal/squamous gene expression subtype are most likely to respond to treatment.
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Affiliation(s)
- Ann Taber
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark.,Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Emil Christensen
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark.,Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Philippe Lamy
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Iver Nordentoft
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Frederik Prip
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark.,Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Sia Viborg Lindskrog
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark.,Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Karin Birkenkamp-Demtröder
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark.,Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Trine Line Hauge Okholm
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark.,Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Michael Knudsen
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Jakob Skou Pedersen
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark.,Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Torben Steiniche
- Department of Pathology, Aarhus University Hospital, Aarhus, Denmark
| | - Mads Agerbæk
- Department of Oncology, Aarhus University Hospital, Aarhus, Denmark
| | - Jørgen Bjerggaard Jensen
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark.,Department of Urology, Aarhus University Hospital, Aarhus, Denmark
| | - Lars Dyrskjøt
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark. .,Department of Clinical Medicine, Aarhus University, Aarhus, Denmark.
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15
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Deb B, Kumar P. Tumor Heterogeneity and Phenotypic Plasticity in Bladder Carcinoma. J Indian Inst Sci 2020. [DOI: 10.1007/s41745-020-00183-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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16
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Litchfield K, Stanislaw S, Spain L, Gallegos LL, Rowan A, Schnidrig D, Rosenbaum H, Harle A, Au L, Hill SM, Tippu Z, Thomas J, Thompson L, Xu H, Horswell S, Barhoumi A, Jones C, Leith KF, Burgess DL, Watkins TBK, Lim E, Birkbak NJ, Lamy P, Nordentoft I, Dyrskjøt L, Pickering L, Hazell S, Jamal-Hanjani M, Larkin J, Swanton C, Alexander NR, Turajlic S. Representative Sequencing: Unbiased Sampling of Solid Tumor Tissue. Cell Rep 2020; 31:107550. [PMID: 32375028 DOI: 10.1016/j.celrep.2020.107550] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2019] [Revised: 09/17/2019] [Accepted: 04/01/2020] [Indexed: 01/10/2023] Open
Abstract
Although thousands of solid tumors have been sequenced to date, a fundamental under-sampling bias is inherent in current methodologies. This is caused by a tissue sample input of fixed dimensions (e.g., 6 mm biopsy), which becomes grossly under-powered as tumor volume scales. Here, we demonstrate representative sequencing (Rep-Seq) as a new method to achieve unbiased tumor tissue sampling. Rep-Seq uses fixed residual tumor material, which is homogenized and subjected to next-generation sequencing. Analysis of intratumor tumor mutation burden (TMB) variability shows a high level of misclassification using current single-biopsy methods, with 20% of lung and 52% of bladder tumors having at least one biopsy with high TMB but low clonal TMB overall. Misclassification rates by contrast are reduced to 2% (lung) and 4% (bladder) when a more representative sampling methodology is used. Rep-Seq offers an improved sampling protocol for tumor profiling, with significant potential for improved clinical utility and more accurate deconvolution of clonal structure.
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Affiliation(s)
- Kevin Litchfield
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK
| | - Stacey Stanislaw
- Roche Tissue Diagnostics, 1910 E. Innovation Park Drive, Tucson, AZ 85755, USA
| | - Lavinia Spain
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK; Renal and Skin Units, The Royal Marsden Hospital, London SW3 6JJ, UK
| | - Lisa L Gallegos
- Roche Tissue Diagnostics, 1910 E. Innovation Park Drive, Tucson, AZ 85755, USA
| | - Andrew Rowan
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK
| | - Desiree Schnidrig
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK
| | - Heidi Rosenbaum
- Roche Sequencing Solutions, Madison, 500 S. Rosa Road, Madison, WI 53719, USA
| | - Alexandre Harle
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK; Université de Lorraine, CNRS UMR 7039 CRAN, Institut de Cancérologie de Lorraine, Service de Biopathologie, 54000 Nancy, France
| | - Lewis Au
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK; Renal and Skin Units, The Royal Marsden Hospital, London SW3 6JJ, UK
| | - Samantha M Hill
- Roche Tissue Diagnostics, 1910 E. Innovation Park Drive, Tucson, AZ 85755, USA; Department of Cancer Biology, University of Arizona Cancer Center, Tucson, AZ 85724, USA
| | - Zayd Tippu
- Renal and Skin Units, The Royal Marsden Hospital, London SW3 6JJ, UK
| | - Jennifer Thomas
- Renal and Skin Units, The Royal Marsden Hospital, London SW3 6JJ, UK
| | - Lisa Thompson
- The Centre for Molecular Pathology, The Royal Marsden Hospital, London SW3 6JJ, UK
| | - Hang Xu
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK
| | - Stuart Horswell
- Department of Bioinformatics and Biostatistics, The Francis Crick Institute, London NW1 1AT, UK
| | - Aoune Barhoumi
- Roche Tissue Diagnostics, 1910 E. Innovation Park Drive, Tucson, AZ 85755, USA
| | - Carol Jones
- Roche Tissue Diagnostics, 1910 E. Innovation Park Drive, Tucson, AZ 85755, USA
| | - Katherine F Leith
- Roche Tissue Diagnostics, 1910 E. Innovation Park Drive, Tucson, AZ 85755, USA
| | - Daniel L Burgess
- Roche Sequencing Solutions, Madison, 500 S. Rosa Road, Madison, WI 53719, USA
| | - Thomas B K Watkins
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK
| | - Emilia Lim
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK
| | - Nicolai J Birkbak
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK; Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Philippe Lamy
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Iver Nordentoft
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Lars Dyrskjøt
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Lisa Pickering
- Renal and Skin Units, The Royal Marsden Hospital, London SW3 6JJ, UK
| | - Stephen Hazell
- Histopathology Department, Royal Marsden NHS Foundation Trust, London and Sutton, UK
| | - Mariam Jamal-Hanjani
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK; Department of Medical Oncology, University College London Hospitals, London, UK
| | - James Larkin
- Renal and Skin Units, The Royal Marsden Hospital, London SW3 6JJ, UK
| | - Charles Swanton
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK; Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK; Department of Medical Oncology, University College London Hospitals, London, UK.
| | - Nelson R Alexander
- Roche Tissue Diagnostics, 1910 E. Innovation Park Drive, Tucson, AZ 85755, USA.
| | - Samra Turajlic
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, 1 Midland Road, London NW1 1AT, UK; Renal and Skin Units, The Royal Marsden Hospital, London SW3 6JJ, UK.
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17
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Meeks JJ, Al-Ahmadie H, Faltas BM, Taylor JA, Flaig TW, DeGraff DJ, Christensen E, Woolbright BL, McConkey DJ, Dyrskjøt L. Genomic heterogeneity in bladder cancer: challenges and possible solutions to improve outcomes. Nat Rev Urol 2020; 17:259-270. [PMID: 32235944 PMCID: PMC7968350 DOI: 10.1038/s41585-020-0304-1] [Citation(s) in RCA: 88] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/09/2020] [Indexed: 12/14/2022]
Abstract
Histological and molecular analyses of urothelial carcinoma often reveal intratumoural and intertumoural heterogeneity at the genomic, transcriptional and cellular levels. Despite the clonal initiation of the tumour, progression and metastasis often arise from subclones that can develop naturally or during therapy, resulting in molecular alterations with a heterogeneous distribution. Variant histologies in tumour tissues that have developed distinct morphological characteristics divergent from urothelial carcinoma are extreme examples of tumour heterogeneity. Ultimately, heterogeneity contributes to drug resistance and relapse after therapy, resulting in poor survival outcomes. Mutation profile differences between patients with muscle-invasive and metastatic urothelial cancer (interpatient heterogeneity) probably contribute to variability in response to chemotherapy and immunotherapy as first-line treatments. Heterogeneity can occur on multiple levels and averaging or normalizing these alterations is crucial for clinical trial and drug design to enable appropriate therapeutic targeting. Identification of the extent of heterogeneity might shape the choice of monotherapy or additional combination treatments to target different drivers and genetic events. Identification of the lethal tumour cell clones is required to improve survival of patients with urothelial carcinoma.
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Affiliation(s)
- Joshua J Meeks
- Departments of Urology and Biochemistry, Molecular Genetics, Northwestern University, Feinberg School of Medicine, Chicago, IL, USA.
| | - Hikmat Al-Ahmadie
- Department of Pathology, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Bishoy M Faltas
- Department of Medicine and Department of Cell and Developmental biology, Weill-Cornell Medicine, New York, NY, USA
| | - John A Taylor
- Department of Urology, University of Kansas Medical Center, Kansas City, KS, USA
| | | | - David J DeGraff
- Departments of Pathology, Biochemistry & Molecular Biology and Surgery, Division of Urology, Pennsylvania State University, College of Medicine, Hershey, PA, USA
| | - Emil Christensen
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus N, Denmark
| | | | - David J McConkey
- Johns Hopkins Greenberg Bladder Cancer Institute, Brady Urological Institute, Johns Hopkins University, Baltimore, MD, USA
| | - Lars Dyrskjøt
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus N, Denmark
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18
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Sherif A. The risk of oversimplification in risk-stratification of neoadjuvant chemotherapy-responses in muscle invasive bladder cancer. Transl Androl Urol 2019; 8:S337-S340. [PMID: 31392163 DOI: 10.21037/tau.2019.05.03] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Affiliation(s)
- Amir Sherif
- Department of Surgical and Perioperative Sciences, Urology and Andrology, Umeå University, Umeå, Sweden
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19
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Heide T, Maurer A, Eipel M, Knoll K, Geelvink M, Veeck J, Knuechel R, van Essen J, Stoehr R, Hartmann A, Altmueller J, Graham TA, Gaisa NT. Multiregion human bladder cancer sequencing reveals tumour evolution, bladder cancer phenotypes and implications for targeted therapy. J Pathol 2019; 248:230-242. [PMID: 30719704 DOI: 10.1002/path.5250] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2018] [Revised: 01/27/2019] [Accepted: 01/30/2019] [Indexed: 12/30/2022]
Abstract
We present an evolutionary analysis of the relative time of genetic events underlying tumorigenesis in human bladder cancers from 10 whole cystectomy specimens using multiregional whole-exome sequencing. We timed bladder cancer drivers, mutational signatures, ploidy and copy number alterations, provided evidence for kataegis and correlated alterations with tumour areas and histological phenotypes. We found that: (1) heterogeneous tumour areas/phenotypes had distinct driver mutations, (2) papillary-invasive tumours divided early into two parallel evolving branches and (3) parallel evolution of subclonal driver mutations occurred. APOBEC mutational signatures were found to be very early events, active in carcinoma in situ, and often remained a dominant source of mutations throughout tumour evolution. Genetic progression from carcinoma in situ followed driver mutations in NA13/FAT1, ZBTB7B or EP300/USP28/KMT2D. Our results point towards a more diverse mutational trajectory of bladder tumorigenesis and underpin the importance of timing of mutational processes and clonal architecture in bladder cancer as important aspects for successful prognostication and therapy. Copyright © 2019 Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.
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Affiliation(s)
- Timon Heide
- Institute of Pathology RWTH Aachen University, Aachen, Germany
| | - Angela Maurer
- Institute of Pathology RWTH Aachen University, Aachen, Germany
| | - Monika Eipel
- Institute of Pathology RWTH Aachen University, Aachen, Germany
| | - Katrin Knoll
- Institute of Pathology RWTH Aachen University, Aachen, Germany
| | - Mirja Geelvink
- Institute of Pathology RWTH Aachen University, Aachen, Germany
| | - Juergen Veeck
- Institute of Pathology RWTH Aachen University, Aachen, Germany
| | - Ruth Knuechel
- Institute of Pathology RWTH Aachen University, Aachen, Germany
| | - Julius van Essen
- Department of Urology, University Hospital RWTH Aachen University, Germany
| | - Robert Stoehr
- Institute of Pathology University Erlangen-Nuernberg, Erlangen, Germany
| | - Arndt Hartmann
- Institute of Pathology University Erlangen-Nuernberg, Erlangen, Germany
| | - Janine Altmueller
- Cologne Center for Genomics (CCG), University of Cologne, Cologne, Germany
- Center for Molecular Medicine Cologne, University of Cologne, Cologne, Germany
| | - Trevor A Graham
- Barts Cancer Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Nadine T Gaisa
- Institute of Pathology RWTH Aachen University, Aachen, Germany
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20
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Abstract
The emergence of treatment-resistant clones is a critical barrier to cure in patients with urothelial carcinoma. Setting the stage for the evolution of resistance, urothelial carcinoma is characterized by extensive mutational heterogeneity, which is detectable even in patients with early stage disease. Chemotherapy and immunotherapy both act as selective pressures that shape the evolutionary trajectory of urothelial carcinoma throughout the course of the disease. A detailed understanding of the dynamics of evolutionary drivers is required for the rational development of curative therapies. Herein, we describe the molecular basis of the clonal evolution of urothelial carcinomas and the use of genomic approaches to predict treatment responses. We discuss various mechanisms of resistance to chemotherapy with a focus on the mutagenic effects of the DNA dC->dU-editing enzymes APOBEC3 family of proteins. We also review the evolutionary mechanisms underlying resistance to immunotherapy, such as the loss of clonal tumour neoantigens. By dissecting treatment resistance through an evolutionary lens, the field will advance towards true precision medicine for urothelial carcinoma.
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Affiliation(s)
- Panagiotis J Vlachostergios
- Department of Medicine, Division of Hematology and Medical Oncology, Weill Cornell Medicine, New York, NY, USA
| | - Bishoy M Faltas
- Department of Medicine, Division of Hematology and Medical Oncology, Weill Cornell Medicine, New York, NY, USA. .,Sandra and Edward Meyer Cancer Center at Weill Cornell Medicine, New York, NY, USA.
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21
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Christensen E, Birkenkamp-Demtröder K, Sethi H, Shchegrova S, Salari R, Nordentoft I, Wu HT, Knudsen M, Lamy P, Lindskrog SV, Taber A, Balcioglu M, Vang S, Assaf Z, Sharma S, Tin AS, Srinivasan R, Hafez D, Reinert T, Navarro S, Olson A, Ram R, Dashner S, Rabinowitz M, Billings P, Sigurjonsson S, Andersen CL, Swenerton R, Aleshin A, Zimmermann B, Agerbæk M, Lin CHJ, Jensen JB, Dyrskjøt L. Early Detection of Metastatic Relapse and Monitoring of Therapeutic Efficacy by Ultra-Deep Sequencing of Plasma Cell-Free DNA in Patients With Urothelial Bladder Carcinoma. J Clin Oncol 2019; 37:1547-1557. [PMID: 31059311 DOI: 10.1200/jco.18.02052] [Citation(s) in RCA: 250] [Impact Index Per Article: 50.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
PURPOSE Novel sensitive methods for early detection of relapse and for monitoring therapeutic efficacy may have a huge impact on risk stratification, treatment, and ultimately outcome for patients with bladder cancer. We addressed the prognostic and predictive impact of ultra-deep sequencing of cell-free DNA in patients before and after cystectomy and during chemotherapy. PATIENTS AND METHODS We included 68 patients with localized advanced bladder cancer. Patient-specific somatic mutations, identified by whole-exome sequencing, were used to assess circulating tumor DNA (ctDNA) by ultra-deep sequencing (median, 105,000×) of plasma DNA. Plasma samples (n = 656) were procured at diagnosis, during chemotherapy, before cystectomy, and during surveillance. Expression profiling was performed for tumor subtype and immune signature analyses. RESULTS Presence of ctDNA was highly prognostic at diagnosis before chemotherapy (hazard ratio, 29.1; P = .001). After cystectomy, ctDNA analysis correctly identified all patients with metastatic relapse during disease monitoring (100% sensitivity, 98% specificity). A median lead time over radiographic imaging of 96 days was observed. In addition, for high-risk patients (ctDNA positive before or during treatment), the dynamics of ctDNA during chemotherapy was associated with disease recurrence (P = .023), whereas pathologic downstaging was not. Analysis of tumor-centric biomarkers showed that mutational processes (signature 5) were associated with pathologic downstaging (P = .024); however, no significant correlation for tumor subtypes, DNA damage response mutations, and other biomarkers was observed. Our results suggest that ctDNA analysis is better associated with treatment efficacy compared with other available methods. CONCLUSION ctDNA assessment for early risk stratification, therapy monitoring, and early relapse detection in bladder cancer is feasible and provides a basis for clinical studies that evaluate early therapeutic interventions.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Ann Taber
- 1 Aarhus University Hospital, Aarhus, Denmark
| | | | - Søren Vang
- 1 Aarhus University Hospital, Aarhus, Denmark
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Lars Dyrskjøt
- 1 Aarhus University Hospital, Aarhus, Denmark.,3 Aarhus University, Aarhus, Denmark
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22
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da Costa JB, Gibb EA, Nykopp TK, Mannas M, Wyatt AW, Black PC. Molecular tumor heterogeneity in muscle invasive bladder cancer: Biomarkers, subtypes, and implications for therapy. Urol Oncol 2018; 40:287-294. [DOI: 10.1016/j.urolonc.2018.11.015] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2018] [Revised: 11/12/2018] [Accepted: 11/16/2018] [Indexed: 10/27/2022]
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23
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Sjödahl G, Eriksson P, Lövgren K, Marzouka NAD, Bernardo C, Nordentoft I, Dyrskjøt L, Liedberg F, Höglund M. Discordant molecular subtype classification in the basal-squamous subtype of bladder tumors and matched lymph-node metastases. Mod Pathol 2018; 31:1869-1881. [PMID: 29967424 DOI: 10.1038/s41379-018-0096-5] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Revised: 05/25/2018] [Accepted: 05/25/2018] [Indexed: 02/02/2023]
Abstract
Molecular subtypes of muscle-invasive bladder tumors have emerged as a promising research tool with potential to stratify patients for neoadjuvant treatment. Prior to radical cystectomy, the utility of molecular classification and biomarkers depend on concordance between tissue from transurethrally resected specimens and disseminated disease. We assess the concordance of molecular subtypes and a large number of potential biomarkers in 67 pairs of muscle-invasive bladder tumors and synchronous lymph-node metastases. Tissue cores were stained for 29 immunohistochemistry markers and immunohistochemistry-based molecular subtype classification was performed. Molecular subtype was determined by mRNA profiling for 57 bladder tumors and 28 matched lymph-node metastases. Full section immunohistochemistry was performed to assess intra-tumor subtype heterogeneity in discordant cases, and exome sequencing was performed for 20 sample pairs. Discordant subtype classification between the bladder tumor and lymph-node metastasis was generally rare (12/67, 18%), but most (7/12, 58%) involved the Basal/Squamous-like subtype. Discordant Basal/Squamous-like tumors showed either Urothelial-like or Genomically Unstable, luminal-like phenotype in the lymph-node metastasis. Full section immunohistochemistry revealed intra-tumor subtype heterogeneity for six discordant cases including four involving the Basal/Squamous-like subtype. Subtype concordance for non- Basal/Squamous-like tumors was 91%. RNA-based classification agreed with immunohistochemistry classification but quantitative assessment is necessary to avoid false detection of subtype shifts. Most high confidence cancer mutations were shared between samples (n = 93, 78%), and bladder tumor private mutations (n = 20, 17%) were more frequent than those private to the lymph-node metastasis (n = 7, 6%). We conclude that bladder tumors and lymph-node metastases have overall similar molecular subtype, biomarker expression, and cancer mutations. The main exception was tumors of the Basal/Squamous-like subtype where most cases showed discordant classification, some with evidence of intra-tumor heterogeneity. The data are of relevance for neoadjuvant treatment stratification and raises questions on the dynamics of molecular subtypes during bladder cancer progression.
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Affiliation(s)
- Gottfrid Sjödahl
- Division of Urological Research, Department of Translational Medicine, Lund University, Lund, Sweden. .,Department of Urology, Skåne University Hospital, Malmö, Sweden.
| | - Pontus Eriksson
- Division of Oncology and Pathology, Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Kristina Lövgren
- Division of Oncology and Pathology, Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Nour-Al-Dain Marzouka
- Division of Oncology and Pathology, Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Carina Bernardo
- Division of Oncology and Pathology, Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Iver Nordentoft
- Department of Molecular Medicine (MOMA), Department of Clinical Medicine, Aarhus University Hospital and Aarhus University, Aarhus, Denmark
| | - Lars Dyrskjøt
- Department of Molecular Medicine (MOMA), Department of Clinical Medicine, Aarhus University Hospital and Aarhus University, Aarhus, Denmark
| | - Fredrik Liedberg
- Division of Urological Research, Department of Translational Medicine, Lund University, Lund, Sweden.,Department of Urology, Skåne University Hospital, Malmö, Sweden
| | - Mattias Höglund
- Division of Oncology and Pathology, Department of Clinical Sciences, Lund University, Lund, Sweden
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24
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Griffin JL. Devil in the Detail: Intratumour Heterogeneity and Personalised Medicine for Bladder Cancer. Eur Urol 2018; 75:23-24. [PMID: 30292329 DOI: 10.1016/j.eururo.2018.09.036] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2018] [Accepted: 09/18/2018] [Indexed: 12/13/2022]
Affiliation(s)
- Jon L Griffin
- Department of Histopathology, Sheffield Teaching Hospitals NHS Foundation Trust, Royal Hallamshire Hospital, Sheffield, UK.
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25
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Ma G, Yang X, Liang Y, Wang L, Li D, Chen Y, Liang Z, Wang Y, Niu H. Precision medicine and bladder cancer heterogeneity. Bull Cancer 2018; 105:925-931. [PMID: 30243478 DOI: 10.1016/j.bulcan.2018.07.015] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2018] [Revised: 07/13/2018] [Accepted: 07/26/2018] [Indexed: 01/09/2023]
Abstract
Bladder cancer is a widespread and highly heterogeneous malignancy. Moreover, bladder cancer recurrence and treatment failure are common, making this disease a challenge for genito-urinary surgeons. Precision medicine represents a new medical concept and model. It is based on personalized medicine, and employs genomics, proteomics, and other omics and cutting-edge medical technologies to classify disease at the molecular level, enabling accurate identification of its cause and therapeutic targets, ultimately offering precise, personalized medicine. The existence of heterogeneity in bladder cancer, resulting in different molecular phenotypes, constitutes a huge challenge for precision medicine. Studying phenotypic differences will be of substantial clinical significance and far-reaching research value with respect to the natural history of tumor development, reduction of drug resistance, the early diagnosis and prognosis of patients with bladder cancer, and the realization of fully developed precision medicine. This paper reviews the possible mechanisms underlying tumor heterogeneity and their impact on precision medicine. The manner in which precision medicine may be performed in the presence of bladder cancer heterogeneity and the prospects of this discipline are also discussed.
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Affiliation(s)
- Guofeng Ma
- Affiliated hospital of Qingdao university, department of urology, Qingdao, China; Affiliated hospital of Qingdao university, Key laboratory, department of urology and andrology, Qingdao, China
| | - Xuecheng Yang
- Affiliated hospital of Qingdao university, department of urology, Qingdao, China
| | - Ye Liang
- Affiliated hospital of Qingdao university, Key laboratory, department of urology and andrology, Qingdao, China
| | - Liping Wang
- Affiliated hospital of Qingdao university, Key laboratory, department of urology and andrology, Qingdao, China
| | - Dan Li
- Affiliated hospital of Qingdao university, Key laboratory, department of urology and andrology, Qingdao, China
| | - Yuanbin Chen
- Affiliated hospital of Qingdao university, Key laboratory, department of urology and andrology, Qingdao, China
| | - Zhijuan Liang
- Affiliated hospital of Qingdao university, Key laboratory, department of urology and andrology, Qingdao, China
| | - Yonghua Wang
- Affiliated hospital of Qingdao university, department of urology, Qingdao, China; Affiliated hospital of Qingdao university, Key laboratory, department of urology and andrology, Qingdao, China.
| | - Haitao Niu
- Affiliated hospital of Qingdao university, department of urology, Qingdao, China; Affiliated hospital of Qingdao university, Key laboratory, department of urology and andrology, Qingdao, China.
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26
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Abstract
Background Intratumoral heterogeneity (ITH) is associated with clinical challenges such as possible differences in response to treatment and difficulties in classifying the tumor. Previously, ITH has been described in bladder cancer using detailed genetic analyses. However, in this disease, it is not known to what extent ITH actually occurs, or if it involves molecular subtyping, when assessment is achieved by immunohistochemistry (IHC) on the protein level using tissue microarrays (TMAs), the method most widely applied when analyzing large sample numbers. Objective We aimed to investigate ITH by IHC in bladder cancer TMAs. Methods Staining for eleven immunohistochemical markers (CK5, Cyclin D1, E-Cadherin, EGFR, FGFR, GATA3, HER2, p16, p63, P-Cadherin and RB1) was performed, and differences in staining patterns were assessed both within 1981 individual tissue-cores and by comparing two cores from the same tumor in 948 cases according to our pre-specified criteria. Presence of ITH was associated with clinicopathological data such as stage, grade, molecular subtype and survival. Results Intracore ITH in one or several markers was associated with grade 3, stage T1 and the genomically unstable molecular subtype. ITH in three or more markers was found in 5% between cores (intercore heterogeneity) and in 2% within cores (intracore heterogeneity). No association with survival was found for any of the ITH groups. Conclusions We observed ITH in a small proportion of the tumors, suggesting that ITH has only a limited impact on TMA bladder cancer studies.
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Affiliation(s)
- Lovisa Jakobsson
- Department of Translational Medicine, Division of Urological Research, Lund University and Department of Urology, Skåne University Hospital, Sweden
| | - Gunilla Chebil
- Division of Oncology and Pathology, Clinical Sciences, Lund University, Lund, Sweden
| | - Nour-Al-Dain Marzouka
- Division of Oncology and Pathology, Clinical Sciences, Lund University, Lund, Sweden
| | - Fredrik Liedberg
- Department of Translational Medicine, Division of Urological Research, Lund University and Department of Urology, Skåne University Hospital, Sweden
| | - Gottfrid Sjödahl
- Department of Translational Medicine, Division of Urological Research, Lund University and Department of Urology, Skåne University Hospital, Sweden
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27
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Abstract
Metastasis is the migration of cancerous cells from a primary tumor to other anatomical sites. Although metastasis was long thought to result from monoclonal seeding, or single cellular migrations, recent phylogenetic analyses of metastatic cancers have reported complex patterns of cellular migrations between sites, including polyclonal migrations and reseeding. However, accurate determination of migration patterns from somatic mutation data is complicated by intratumor heterogeneity and discordance between clonal lineage and cellular migration. We introduce MACHINA, a multi-objective optimization algorithm that jointly infers clonal lineages and parsimonious migration histories of metastatic cancers from DNA sequencing data. MACHINA analysis of data from multiple cancers shows that migration patterns are often not uniquely determined from sequencing data alone and that complicated migration patterns among primary tumors and metastases may be less prevalent than previously reported. MACHINA's rigorous analysis of migration histories will aid in studies of the drivers of metastasis.
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Affiliation(s)
- Mohammed El-Kebir
- Department of Computer Science, Princeton University, Princeton, NJ, USA
- Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Gryte Satas
- Department of Computer Science, Princeton University, Princeton, NJ, USA
- Department of Computer Science, Brown University, Providence, RI, USA
| | - Benjamin J Raphael
- Department of Computer Science, Princeton University, Princeton, NJ, USA.
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28
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Christensen E, Nordentoft I, Vang S, Birkenkamp-Demtröder K, Jensen JB, Agerbæk M, Pedersen JS, Dyrskjøt L. Optimized targeted sequencing of cell-free plasma DNA from bladder cancer patients. Sci Rep 2018; 8:1917. [PMID: 29382943 PMCID: PMC5789978 DOI: 10.1038/s41598-018-20282-8] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2017] [Accepted: 01/16/2018] [Indexed: 01/06/2023] Open
Abstract
Analysis of plasma cell-free DNA (cfDNA) may provide important information in cancer research, though the often small fraction of DNA originating from tumor cells makes the analysis technically challenging. Digital droplet PCR (ddPCR) has been utilized extensively as sufficient technical performance is easily achieved, but analysis is restricted to few mutations. Next generation sequencing (NGS) approaches have been optimized to provide comparable technical performance, especially with the introduction of unique identifiers (UIDs). However, the parameters influencing data quality when utilizing UIDs are not fully understood. In this study, we applied a targeted NGS approach to 65 plasma samples from bladder cancer patients. Laboratory and bioinformatics parameters were found to influence data quality when using UIDs. We successfully sequenced 249 unique DNA fragments on average per genomic position of interest using a 225 kb gene panel. Validation identified 24 of 38 mutations originally identified using ddPCR across several plasma samples. In addition, four mutations detected in associated tumor samples were detected using NGS, but not using ddPCR. CfDNA analysis of consecutively collected plasma samples from a bladder cancer patient indicated earlier detection of recurrence compared to radiographic imaging. The insights presented here may further the technical advancement of NGS mediated cfDNA analysis.
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Affiliation(s)
- Emil Christensen
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Iver Nordentoft
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Søren Vang
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | | | - Jørgen Bjerggaard Jensen
- Department of Urology, Aarhus University Hospital, Aarhus, Denmark.,Institute of Clinical Medicine, Health, Aarhus University, Aarhus, Denmark
| | - Mads Agerbæk
- Department of Oncology, Aarhus University Hospital, Aarhus, Denmark
| | - Jakob Skou Pedersen
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Lars Dyrskjøt
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark.
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29
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Abstract
Recent advances in DNA profiling techniques have enabled sensitive detection of tumor-associated genomic aberrations in peripheral blood. This type of minimally-invasive molecular interrogation has the potential to guide subsequent treatment selection. The potential utility of ctDNA in bladder cancer (BC) is bolstered by the high somatic mutation rate, meaning that very small numbers of genes or target regions can be informative. First reports indicate that analysis of ctDNA may represent a sensitive method for disease surveillance in patients with different stages of BC. Moreover, recent evidence suggests that ctDNA analysis reveals previously unknown genomic alterations in metastatic patients. Since some of these gene alterations represent therapeutic targets, ctDNA analysis provides an attractive tool to guide individualized therapy in BC.
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Affiliation(s)
| | - Werner J Struss
- Vancouver Prostate Centre, University of British Columbia, Vancouver, BC, Canada
| | | | | | - Peter C Black
- Vancouver Prostate Centre, University of British Columbia, Vancouver, BC, Canada
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30
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Árnadóttir SS, Jeppesen M, Lamy P, Bramsen JB, Nordentoft I, Knudsen M, Vang S, Madsen MR, Thastrup O, Thastrup J, L Andersen C. Characterization of genetic intratumor heterogeneity in colorectal cancer and matching patient-derived spheroid cultures. Mol Oncol 2017; 12:132-147. [PMID: 29130628 PMCID: PMC5748486 DOI: 10.1002/1878-0261.12156] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2017] [Revised: 10/11/2017] [Accepted: 10/23/2017] [Indexed: 12/21/2022] Open
Abstract
Patient-derived in vitro cultures of colorectal cancer (CRC) may help guide treatment strategies prior to patient treatment. However, most previous studies have been performed on a single biopsy per tumor. The purpose of this study was to analyze multiple spatially distinct biopsies from CRCs and see how well intratumor heterogeneity (ITH) was recapitulated in matching patient-derived spheroids. Three to five biopsies were collected from six CRC tumors. Each biopsy was split in two; one half was used for spheroid culturing, while the other half was used for DNA and RNA purification. For two patients, lymph node metastases were analyzed. Somatic mutations were called from whole exome sequencing data. Each tumor contained mutations shared across all biopsies and spheroids, including major CRC drivers such as APC, KRAS, and TP53. At the same time, all tumors exhibited ITH on both mutation and copy number level. The concordance between biopsies and spheroids ranged between 40 and 70% for coding mutations. For three patients, the biopsy and spheroid from matching areas clustered together, meaning that the spheroid resembled the area of origin more than the other areas. However, all biopsies and spheroids contained private mutations. Therefore, multiple cultures from spatially distinct sites of the tumor increase the insight into the genetic profile of the entire tumor. Molecular subtypes were called from RNA sequencing data. When based on transcripts from both cancer and noncancerous cells, the subtypes were largely independent of sampling site. In contrast, subtyping based on cancer cell transcripts alone was dependent on sample site and genetic ITH. In conclusion, all examined CRC tumors showed genetic ITH. Spheroid cultures partly reflected this ITH, and having multiple cultures from distinct tumor sites improved the representation of the genetic tumor subclones. This should be taken into account when establishing patient-derived models for drug screening.
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Affiliation(s)
| | - Maria Jeppesen
- Digestive Disease Center, Bispebjerg Hospital, University of Copenhagen, Denmark
| | - Philippe Lamy
- Department of Molecular Medicine, Aarhus University Hospital, Denmark
| | - Jesper B Bramsen
- Department of Molecular Medicine, Aarhus University Hospital, Denmark
| | - Iver Nordentoft
- Department of Molecular Medicine, Aarhus University Hospital, Denmark
| | - Michael Knudsen
- Department of Molecular Medicine, Aarhus University Hospital, Denmark
| | - Søren Vang
- Department of Molecular Medicine, Aarhus University Hospital, Denmark
| | - Mogens R Madsen
- Surgical Research Unit, Department of Surgery, Herning Regional Hospital, Denmark
| | - Ole Thastrup
- 2cureX, Birkerød, Denmark.,Department of Drug Design and Pharmacology, University of Copenhagen, Denmark
| | | | - Claus L Andersen
- Department of Molecular Medicine, Aarhus University Hospital, Denmark
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31
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Thomsen MBH, Nordentoft I, Lamy P, Vang S, Reinert L, Mapendano CK, Høyer S, Ørntoft TF, Jensen JB, Dyrskjøt L. Comprehensive multiregional analysis of molecular heterogeneity in bladder cancer. Sci Rep 2017; 7:11702. [PMID: 28916750 DOI: 10.1038/s41598-017-11291-0] [Citation(s) in RCA: 91] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2017] [Accepted: 08/23/2017] [Indexed: 12/15/2022] Open
Abstract
Genetic alterations identified in adjacent normal appearing tissue in bladder cancer patients are indicative of a field disease. Here we assessed normal urothelium transformation and intra-tumour heterogeneity (ITH) in four patients with bladder cancer. Exome sequencing identified private acquired mutations in a lymph node metastasis and local recurrences. Deep re-sequencing revealed presence of at least three and four subclones in two patients with multifocal disease, while no demarcation of subclones was identified in the two patients with unifocal disease. Analysis of adjacent normal urothelium showed low frequency mutations in patients with multifocal disease. Expression profiling showed intra-tumour and intra-patient co-existence of basal- and luminal-like tumour regions, and patients with multifocal disease had a greater degree of genomic and transcriptomic ITH, as well as transformation of adjacent normal cells, compared to patients with unifocal disease. Analysis of the adjacent urothelium may pave the way for therapies targeting the field disease.
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32
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Eich ML, Dyrskjøt L, Netto GJ. Toward personalized management in bladder cancer: the promise of novel molecular taxonomy. Virchows Arch 2017; 471:271-280. [PMID: 28429075 DOI: 10.1007/s00428-017-2119-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2017] [Accepted: 04/03/2017] [Indexed: 12/13/2022]
Abstract
Empowered by the recent advances in next generation sequencing and bioinformatics technology, an unprecedented wave of integrated transcriptomic and genomic studies have impacted the field of bladder cancer. These studies not only have confirmed previously charted genetic pathways in bladder cancer development but also have led to the discovery of numerous additional crucial driver genetic alterations. As a result, a novel genomic-based taxonomy is emerging that promises to better define clinically relevant intrinsic subtypes of bladder cancer. The current review is an update on the above advances and their significant implications on the future of bladder cancer patient management.
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Affiliation(s)
- Marie-Lisa Eich
- Department of Pathology, University of Alabama in Birmingham (UAB), Birmingham, AL, USA
| | - Lars Dyrskjøt
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - George J Netto
- Department of Pathology, University of Alabama in Birmingham (UAB), Birmingham, AL, USA.
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33
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Junker K, Ohlmann CH. Re: Clonal Evolution of Chemotherapy-resistant Urothelial Carcinoma. Eur Urol 2017; 72:316-317. [PMID: 28341322 DOI: 10.1016/j.eururo.2017.03.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2017] [Accepted: 03/07/2017] [Indexed: 10/19/2022]
Affiliation(s)
- Kerstin Junker
- Clinic of Urology and Pediatric Urology, Saarland University, Homburg, Germany.
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34
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Cortés JM, de Petris G, López JI. Detection of Intratumor Heterogeneity in Modern Pathology: A Multisite Tumor Sampling Perspective. Front Med (Lausanne) 2017; 4:25. [PMID: 28321395 PMCID: PMC5337957 DOI: 10.3389/fmed.2017.00025] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2017] [Accepted: 02/20/2017] [Indexed: 12/30/2022] Open
Abstract
Current sampling protocols of neoplasms along the digestive tract and in the urinary bladder have to be updated, as they do not respond to the necessities of modern personalized medicine. We show here that an adapted version of multisite tumor sampling (MSTS) is a sustainable model to overcome current deficiencies in digestive and bladder tumors when they are large enough so as to make unaffordable a total sampling. The new method is based on the divide-and-conquer algorithm and includes a slight modification of the MSTS, which proved to be useful very recently in clear cell renal cell carcinoma. This in silico analysis confirms the usefulness of MSTS for detecting intratumor heterogeneity (ITH) in tumors arising in hollow viscera. However, MSTS does not seem to improve routine traditional sampling in detecting tumor budding, extramural venous invasion, and perineural invasion. We conclude that (1) MSTS is the best method for tumor sampling to detect ITH balancing high performance and sustainable cost, (2) MSTS must be adapted to tumor shape and tumor location for an optimal performance.
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Affiliation(s)
- Jesús M Cortés
- Quantitative Biomedicine Unit, Biocruces Research Institute, Barakaldo, Spain; Ikerbasque: The Basque Foundation for Science, Bilbao, Spain; Department of Cell Biology and Histology, University of the Basque Country (UPV/EHU), Leioa, Spain
| | - Giovanni de Petris
- Department of Pathology and Laboratory Medicine, Penrose St Francis Hospital , Colorado Springs, CO , USA
| | - José I López
- Department of Pathology, Cruces University Hospital, Barakaldo, Spain; Biomarkers in Cancer Unit, Biocruces Research Institute, Barakaldo, Spain; University of the Basque Country (UPV/EHU), Leioa, Spain
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35
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Christensen E, Birkenkamp-Demtröder K, Nordentoft I, Høyer S, van der Keur K, van Kessel K, Zwarthoff E, Agerbæk M, Ørntoft TF, Jensen JB, Dyrskjøt L. Liquid Biopsy Analysis of FGFR3 and PIK3CA Hotspot Mutations for Disease Surveillance in Bladder Cancer. Eur Urol 2017; 71:961-969. [PMID: 28069289 DOI: 10.1016/j.eururo.2016.12.016] [Citation(s) in RCA: 100] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2016] [Accepted: 12/15/2016] [Indexed: 10/20/2022]
Abstract
BACKGROUND Disease surveillance in patients with bladder cancer is important for early diagnosis of progression and metastasis and for optimised treatment. OBJECTIVE To develop urine and plasma assays for disease surveillance for patients with FGFR3 and PIK3CA tumour mutations. DESIGN, SETTING, AND PARTICIPANTS Droplet digital polymerase chain reaction (ddPCR) assays were developed and tumour DNA from two patient cohorts was screened for FGFR3 and PIK3CA hotspot mutations. One cohort included 363 patients with non-muscle-invasive bladder cancer (NMIBC). The other cohort included 468 patients with bladder cancer undergoing radical cystectomy (Cx). Urine supernatants (NMIBC n=216, Cx n=27) and plasma samples (NMIBC n=39, Cx n=27) from patients harbouring mutations were subsequently screened using ddPCR assays. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS Progression-free survival, recurrence-free survival, and overall survival were measured. Fisher's exact test, the Wilcoxon rank-sum test and Cox regression analysis were applied. RESULTS AND LIMITATIONS In total, 36% of the NMIBC patients (129/363) and 11% of the Cx patients (44/403) harboured at least one FGFR3 or PIK3CA mutation. Screening of DNA from serial urine supernatants from the NMIBC cohort revealed that high levels of tumour DNA (tDNA) were associated with later disease progression in NMIBC (p=0.003). Furthermore, high levels of tDNA in plasma samples were associated with recurrence in the Cx cohort (p=0.016). A positive correlation between tDNA levels in urine and plasma was observed (correlation coefficient 0.6). The retrospective study design and low volumes of plasma available for analysis were limitations of the study. CONCLUSIONS Increased levels of FGFR3 and PIK3CA mutated DNA in urine and plasma are indicative of later progression and metastasis in bladder cancer. PATIENT SUMMARY Urine and plasma from patients with bladder cancer may be monitored for diagnosis of progression and metastasis using mutation assays.
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Affiliation(s)
- Emil Christensen
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | | | - Iver Nordentoft
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Søren Høyer
- Department of Pathology, Aarhus University Hospital, Aarhus, Denmark
| | - Kirstin van der Keur
- Department of Pathology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Kim van Kessel
- Department of Pathology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Ellen Zwarthoff
- Department of Pathology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Mads Agerbæk
- Department of Oncology, Aarhus University Hospital, Aarhus, Denmark
| | | | | | - Lars Dyrskjøt
- Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark.
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36
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Thomsen MBH, Nordentoft I, Lamy P, Høyer S, Vang S, Hedegaard J, Borre M, Jensen JB, Ørntoft TF, Dyrskjøt L. Spatial and temporal clonal evolution during development of metastatic urothelial carcinoma. Mol Oncol 2016; 10:1450-1460. [PMID: 27582092 DOI: 10.1016/j.molonc.2016.08.003] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2016] [Revised: 07/01/2016] [Accepted: 08/08/2016] [Indexed: 12/22/2022] Open
Abstract
Patients with metastatic bladder cancer have a median survival of only 13-14 months. Precision medicine using targeted therapy may improve survival. Here we investigated spatial and temporal tumour evolution and tumour heterogeneity in order to evaluate the potential use of targeted treatment of metastatic bladder cancer. We performed a proof-of-concept study by whole exome sequencing of multiple tumour regions (n = 22) from three patients with metastatic bladder cancer. DNA from primary and metastatic tumour biopsies was analysed for mutations using Mutect and potential therapeutic targets were identified. We identified 256, 265 and 378 somatic mutations per patient, encompassing mutations with an estimated functional impact in 6-12 known disease driver genes per patient. Disease driver mutations present in all tumour regions could be identified in all cases, however, over time metastasis specific driver mutations emerged. For each patient we identified 6-10 potentially therapeutic targets, however very few targets were present in all regions. Low mutational allele frequencies were observed in most regions suggesting a complex mixture of different cancer cells with no spatial demarcation of subclones. In conclusion, primary bladder tumours and metastatic lesions showed heterogeneity at the molecular level, but within the primary tumour the heterogeneity appeared low. The observed lack of potential therapeutic targets common to all cancer cells in primary tumours and metastases emphasizes the challenges in designing rational targeted therapy solely based on analysis of the primary tumours.
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Affiliation(s)
- Mathilde B H Thomsen
- Department of Molecular Medicine, Aarhus University Hospital, 8200 Aarhus N, Denmark
| | - Iver Nordentoft
- Department of Molecular Medicine, Aarhus University Hospital, 8200 Aarhus N, Denmark
| | - Philippe Lamy
- Department of Molecular Medicine, Aarhus University Hospital, 8200 Aarhus N, Denmark
| | - Søren Høyer
- Department of Pathology, Aarhus University Hospital, 8000 Aarhus C, Denmark
| | - Søren Vang
- Department of Molecular Medicine, Aarhus University Hospital, 8200 Aarhus N, Denmark
| | - Jakob Hedegaard
- Department of Molecular Medicine, Aarhus University Hospital, 8200 Aarhus N, Denmark
| | - Michael Borre
- Department of Urology, Aarhus University Hospital, 8200 Aarhus N, Denmark
| | - Jørgen B Jensen
- Department of Urology, Aarhus University Hospital, 8200 Aarhus N, Denmark
| | - Torben F Ørntoft
- Department of Molecular Medicine, Aarhus University Hospital, 8200 Aarhus N, Denmark
| | - Lars Dyrskjøt
- Department of Molecular Medicine, Aarhus University Hospital, 8200 Aarhus N, Denmark.
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