Literature DB >> 30385730

Transcriptomic heterogeneity in multifocal prostate cancer.

Simpa S Salami1,2, Daniel H Hovelson3, Jeremy B Kaplan3, Romain Mathieu4,5, Aaron M Udager3, Nicole E Curci6, Matthew Lee1, Komal R Plouffe3, Lorena Lazo de la Vega3, Martin Susani7, Nathalie Rioux-Leclercq8, Daniel E Spratt2,9, Todd M Morgan1,2, Matthew S Davenport1,6, Arul M Chinnaiyan1,2,3,10, Joanna Cyrta11, Mark A Rubin11,12, Shahrokh F Shariat4, Scott A Tomlins1,2,3,10, Ganesh S Palapattu1,2,4.   

Abstract

BACKGROUND: Commercial gene expression assays are guiding clinical decision making in patients with prostate cancer, particularly when considering active surveillance. Given heterogeneity and multifocality of primary prostate cancer, such assays should ideally be robust to the coexistence of unsampled higher grade disease elsewhere in the prostate in order to have clinical utility. Herein, we comprehensively evaluated transcriptomic profiles of primary multifocal prostate cancer to assess robustness to clinically relevant multifocality.
METHODS: We designed a comprehensive, multiplexed targeted RNA-sequencing assay capable of assessing multiple transcriptional classes and deriving commercially available prognostic signatures, including the Myriad Prolaris Cell Cycle Progression score, the Oncotype DX Genomic Prostate Score, and the GenomeDX Decipher Genomic Classifier. We applied this assay to a retrospective, multi-institutional cohort of 156 prostate cancer samples. Derived commercial biomarker scores for 120 informative primary prostate cancer samples from 44 cases were determined and compared.
RESULTS: Derived expression scores were positively correlated with tumor grade (rS = 0.53-0.73; all P < 0.001), both within the same case and across the entire cohort. In cases of extreme grade-discordant multifocality (co-occurrence of grade group 1 [GG1] and ≥GG4 foci], gene expression scores were significantly lower in low- (GG1) versus high-grade (≥GG4) foci (all P < 0.001). No significant differences in expression scores, however, were observed between GG1 foci from prostates with and without coexisting higher grade cancer (all P > 0.05).
CONCLUSIONS: Multifocal, low-grade and high-grade prostate cancer foci exhibit distinct prognostic expression signatures. These findings demonstrate that prognostic RNA expression assays performed on low-grade prostate cancer biopsy tissue may not provide meaningful information on the presence of coexisting unsampled aggressive disease. FUNDING: Prostate Cancer Foundation, National Institutes of Health (U01 CA214170, R01 CA183857, University of Michigan Prostate Specialized Program of Research Excellence [S.P.O.R.E.] P50 CA186786-05, Weill Cornell Medicine S.P.O.R.E. P50 CA211024-01A1), Men of Michigan Prostate Cancer Research Fund, University of Michigan Comprehensive Cancer Center core grant (2-P30-CA-046592-24), A. Alfred Taubman Biomedical Research Institute, and Department of Defense.

Entities:  

Keywords:  Cancer; Molecular diagnosis; Oncology; Prostate cancer

Mesh:

Year:  2018        PMID: 30385730      PMCID: PMC6238741          DOI: 10.1172/jci.insight.123468

Source DB:  PubMed          Journal:  JCI Insight        ISSN: 2379-3708


  40 in total

1.  Prognostic value of an RNA expression signature derived from cell cycle proliferation genes in patients with prostate cancer: a retrospective study.

Authors:  Jack Cuzick; Gregory P Swanson; Gabrielle Fisher; Arthur R Brothman; Daniel M Berney; Julia E Reid; David Mesher; V O Speights; Elzbieta Stankiewicz; Christopher S Foster; Henrik Møller; Peter Scardino; Jorja D Warren; Jimmy Park; Adib Younus; Darl D Flake; Susanne Wagner; Alexander Gutin; Jerry S Lanchbury; Steven Stone
Journal:  Lancet Oncol       Date:  2011-03       Impact factor: 41.316

2.  Prostate-cancer mortality at 11 years of follow-up.

Authors:  Fritz H Schröder; Jonas Hugosson; Monique J Roobol; Teuvo L J Tammela; Stefano Ciatto; Vera Nelen; Maciej Kwiatkowski; Marcos Lujan; Hans Lilja; Marco Zappa; Louis J Denis; Franz Recker; Alvaro Páez; Liisa Määttänen; Chris H Bangma; Gunnar Aus; Sigrid Carlsson; Arnauld Villers; Xavier Rebillard; Theodorus van der Kwast; Paula M Kujala; Bert G Blijenberg; Ulf-Hakan Stenman; Andreas Huber; Kimmo Taari; Matti Hakama; Sue M Moss; Harry J de Koning; Anssi Auvinen
Journal:  N Engl J Med       Date:  2012-03-15       Impact factor: 91.245

Review 3.  The 2014 International Society of Urological Pathology (ISUP) Consensus Conference on Gleason Grading of Prostatic Carcinoma: Definition of Grading Patterns and Proposal for a New Grading System.

Authors:  Jonathan I Epstein; Lars Egevad; Mahul B Amin; Brett Delahunt; John R Srigley; Peter A Humphrey
Journal:  Am J Surg Pathol       Date:  2016-02       Impact factor: 6.394

4.  Multi-institutional Analysis Shows that Low PCAT-14 Expression Associates with Poor Outcomes in Prostate Cancer.

Authors:  Nicole M White; Shuang G Zhao; Jin Zhang; Emily B Rozycki; Ha X Dang; Sandra D McFadden; Abdallah M Eteleeb; Mohammed Alshalalfa; Ismael A Vergara; Nicholas Erho; Jeffrey M Arbeit; Robert Jeffrey Karnes; Robert B Den; Elai Davicioni; Christopher A Maher
Journal:  Eur Urol       Date:  2016-07-22       Impact factor: 20.096

5.  Gene expression in fixed tissues and outcome in hepatocellular carcinoma.

Authors:  Yujin Hoshida; Augusto Villanueva; Masahiro Kobayashi; Judit Peix; Derek Y Chiang; Amy Camargo; Supriya Gupta; Jamie Moore; Matthew J Wrobel; Jim Lerner; Michael Reich; Jennifer A Chan; Jonathan N Glickman; Kenji Ikeda; Masaji Hashimoto; Goro Watanabe; Maria G Daidone; Sasan Roayaie; Myron Schwartz; Swan Thung; Helga B Salvesen; Stacey Gabriel; Vincenzo Mazzaferro; Jordi Bruix; Scott L Friedman; Hiromitsu Kumada; Josep M Llovet; Todd R Golub
Journal:  N Engl J Med       Date:  2008-10-15       Impact factor: 91.245

6.  Validation of a cell-cycle progression gene panel to improve risk stratification in a contemporary prostatectomy cohort.

Authors:  Matthew R Cooperberg; Jeffry P Simko; Janet E Cowan; Julia E Reid; Azita Djalilvand; Satish Bhatnagar; Alexander Gutin; Jerry S Lanchbury; Gregory P Swanson; Steven Stone; Peter R Carroll
Journal:  J Clin Oncol       Date:  2013-03-04       Impact factor: 44.544

7.  Intratumor heterogeneity and branched evolution revealed by multiregion sequencing.

Authors:  Marco Gerlinger; Andrew J Rowan; Stuart Horswell; James Larkin; David Endesfelder; Eva Gronroos; Pierre Martinez; Nicholas Matthews; Aengus Stewart; Charles Swanton; M Math; Patrick Tarpey; Ignacio Varela; Benjamin Phillimore; Sharmin Begum; Neil Q McDonald; Adam Butler; David Jones; Keiran Raine; Calli Latimer; Claudio R Santos; Mahrokh Nohadani; Aron C Eklund; Bradley Spencer-Dene; Graham Clark; Lisa Pickering; Gordon Stamp; Martin Gore; Zoltan Szallasi; Julian Downward; P Andrew Futreal
Journal:  N Engl J Med       Date:  2012-03-08       Impact factor: 91.245

8.  Discovery and validation of a prostate cancer genomic classifier that predicts early metastasis following radical prostatectomy.

Authors:  Nicholas Erho; Anamaria Crisan; Ismael A Vergara; Anirban P Mitra; Mercedeh Ghadessi; Christine Buerki; Eric J Bergstralh; Thomas Kollmeyer; Stephanie Fink; Zaid Haddad; Benedikt Zimmermann; Thomas Sierocinski; Karla V Ballman; Timothy J Triche; Peter C Black; R Jeffrey Karnes; George Klee; Elai Davicioni; Robert B Jenkins
Journal:  PLoS One       Date:  2013-06-24       Impact factor: 3.240

9.  Prognostic value of a cell cycle progression signature for prostate cancer death in a conservatively managed needle biopsy cohort.

Authors:  J Cuzick; D M Berney; G Fisher; D Mesher; H Møller; J E Reid; M Perry; J Park; A Younus; A Gutin; C S Foster; P Scardino; J S Lanchbury; S Stone
Journal:  Br J Cancer       Date:  2012-02-23       Impact factor: 7.640

10.  Whole-exome sequencing and clinical interpretation of formalin-fixed, paraffin-embedded tumor samples to guide precision cancer medicine.

Authors:  Eliezer M Van Allen; Nikhil Wagle; Petar Stojanov; Danielle L Perrin; Kristian Cibulskis; Sara Marlow; Judit Jane-Valbuena; Dennis C Friedrich; Gregory Kryukov; Scott L Carter; Aaron McKenna; Andrey Sivachenko; Mara Rosenberg; Adam Kiezun; Douglas Voet; Michael Lawrence; Lee T Lichtenstein; Jeff G Gentry; Franklin W Huang; Jennifer Fostel; Deborah Farlow; David Barbie; Leena Gandhi; Eric S Lander; Stacy W Gray; Steven Joffe; Pasi Janne; Judy Garber; Laura MacConaill; Neal Lindeman; Barrett Rollins; Philip Kantoff; Sheila A Fisher; Stacey Gabriel; Gad Getz; Levi A Garraway
Journal:  Nat Med       Date:  2014-05-18       Impact factor: 53.440

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  16 in total

Review 1.  Cellular and Molecular Mechanisms Underlying Prostate Cancer Development: Therapeutic Implications.

Authors:  Ugo Testa; Germana Castelli; Elvira Pelosi
Journal:  Medicines (Basel)       Date:  2019-07-30

Review 2.  Genomic and phenotypic heterogeneity in prostate cancer.

Authors:  Michael C Haffner; Wilbert Zwart; Martine P Roudier; Lawrence D True; William G Nelson; Jonathan I Epstein; Angelo M De Marzo; Peter S Nelson; Srinivasan Yegnasubramanian
Journal:  Nat Rev Urol       Date:  2020-12-16       Impact factor: 14.432

Review 3.  Fibroblast heterogeneity in prostate carcinogenesis.

Authors:  Sathyavathi ChallaSivaKanaka; Renee E Vickman; Mamatha Kakarla; Simon W Hayward; Omar E Franco
Journal:  Cancer Lett       Date:  2021-10-29       Impact factor: 8.679

4.  Biologic Significance of Magnetic Resonance Imaging Invisibility in Localized Prostate Cancer.

Authors:  Simpa S Salami; Jeremy B Kaplan; Srinivas Nallandhighal; Mandeep Takhar; Jeffrey J Tosoian; Matthew Lee; Junhee Yoon; Daniel H Hovelson; Komal R Plouffe; Samuel D Kaffenberger; Edward M Schaeffer; R Jeffrey Karnes; Tamara L Lotan; Todd M Morgan; Arvin K George; Jeffrey S Montgomery; Matthew S Davenport; Sungyong You; Scott A Tomlins; Nicole E Curci; Hyung L Kim; Daniel E Spratt; Aaron M Udager; Ganesh S Palapattu
Journal:  JCO Precis Oncol       Date:  2019-06-12

5.  Serial Molecular Profiling of Low-grade Prostate Cancer to Assess Tumor Upgrading: A Longitudinal Cohort Study.

Authors:  Simpa S Salami; Jeffrey J Tosoian; Srinivas Nallandhighal; Tonye A Jones; Scott Brockman; Fuad F Elkhoury; Selena Bazzi; Komal R Plouffe; Javed Siddiqui; Chia-Jen Liu; Lakshmi P Kunju; Todd M Morgan; Shyam Natarajan; Philip S Boonstra; Lauren Sumida; Scott A Tomlins; Aaron M Udager; Anthony E Sisk; Leonard S Marks; Ganesh S Palapattu
Journal:  Eur Urol       Date:  2020-07-03       Impact factor: 20.096

6.  Heterogeneity in Genomic Risk Assessment from Tissue Based Prognostic Signatures Used in the Biopsy Setting and the Impact of Magnetic Resonance Imaging Targeted Biopsy.

Authors:  Sanoj Punnen; Radka Stoyanova; Deukwoo Kwon; Isildinha M Reis; Nachiketh Soodana-Prakash; Chad R Ritch; Bruno Nahar; Mark L Gonzalgo; Bruce Kava; Yang Liu; Himanshu Arora; Sandra M Gaston; Rosa P Castillo Acosta; Alan Dal Pra; Matthew Abramowitz; Oleksandr N Kryvenko; Elai Davicioni; Alan Pollack; Dipen J Parekh
Journal:  J Urol       Date:  2020-12-24       Impact factor: 7.450

7.  17-Gene Genomic Prostate Score Test Results in the Canary Prostate Active Surveillance Study (PASS) Cohort.

Authors:  Daniel W Lin; Yingye Zheng; Jesse K McKenney; Marshall D Brown; Ruixiao Lu; Michael Crager; Hilary Boyer; Maria Tretiakova; James D Brooks; Atreya Dash; Michael D Fabrizio; Martin E Gleave; Suzanne Kolb; Michael Liss; Todd M Morgan; Ian M Thompson; Andrew A Wagner; Athanasios Tsiatis; Andrea Pingitore; Peter S Nelson; Lisa F Newcomb
Journal:  J Clin Oncol       Date:  2020-03-04       Impact factor: 44.544

8.  Tailoring Intensity of Active Surveillance for Low-Risk Prostate Cancer Based on Individualized Prediction of Risk Stability.

Authors:  Matthew R Cooperberg; Yingye Zheng; Anna V Faino; Lisa F Newcomb; Kehao Zhu; Janet E Cowan; James D Brooks; Atreya Dash; Martin E Gleave; Frances Martin; Todd M Morgan; Peter S Nelson; Ian M Thompson; Andrew A Wagner; Peter R Carroll; Daniel W Lin
Journal:  JAMA Oncol       Date:  2020-10-08       Impact factor: 31.777

Review 9.  Tissue-Based Biomarkers for the Risk Stratification of Men With Clinically Localized Prostate Cancer.

Authors:  Spyridon P Basourakos; Michael Tzeng; Patrick J Lewicki; Krishnan Patel; Bashir Al Hussein Al Awamlh; Siv Venkat; Jonathan E Shoag; Michael A Gorin; Christopher E Barbieri; Jim C Hu
Journal:  Front Oncol       Date:  2021-05-28       Impact factor: 6.244

10.  Targeted RNAseq of Formalin-Fixed Paraffin-Embedded Tissue to Differentiate Among Benign and Malignant Adrenal Cortical Tumors.

Authors:  Samuel W Plaska; Chia-Jen Liu; Jung Soo Lim; Juilee Rege; Nolan R Bick; Antonio M Lerario; Gary D Hammer; Thomas J Giordano; Tobias Else; Scott A Tomlins; William E Rainey; Aaron M Udager
Journal:  Horm Metab Res       Date:  2020-08-13       Impact factor: 2.936

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