Literature DB >> 29180472

Utility of Single-Cell Genomics in Diagnostic Evaluation of Prostate Cancer.

Joan Alexander1, Jude Kendall1, Jean McIndoo1, Linda Rodgers1, Robert Aboukhalil1, Dan Levy1, Asya Stepansky1, Guoli Sun1, Lubomir Chobardjiev2, Michael Riggs1, Hilary Cox1, Inessa Hakker1, Dawid G Nowak1, Juliana Laze3, Elton Llukani3, Abhishek Srivastava4, Siobhan Gruschow4, Shalini S Yadav4, Brian Robinson5, Gurinder Atwal1, Lloyd C Trotman1, Herbert Lepor3, James Hicks1, Michael Wigler1, Alexander Krasnitz6.   

Abstract

A distinction between indolent and aggressive disease is a major challenge in diagnostics of prostate cancer. As genetic heterogeneity and complexity may influence clinical outcome, we have initiated studies on single tumor cell genomics. In this study, we demonstrate that sparse DNA sequencing of single-cell nuclei from prostate core biopsies is a rich source of quantitative parameters for evaluating neoplastic growth and aggressiveness. These include the presence of clonal populations, the phylogenetic structure of those populations, the degree of the complexity of copy-number changes in those populations, and measures of the proportion of cells with clonal copy-number signatures. The parameters all showed good correlation to the measure of prostatic malignancy, the Gleason score, derived from individual prostate biopsy tissue cores. Remarkably, a more accurate histopathologic measure of malignancy, the surgical Gleason score, agrees better with these genomic parameters of diagnostic biopsy than it does with the diagnostic Gleason score and related measures of diagnostic histopathology. This is highly relevant because primary treatment decisions are dependent upon the biopsy and not the surgical specimen. Thus, single-cell analysis has the potential to augment traditional core histopathology, improving both the objectivity and accuracy of risk assessment and inform treatment decisions.Significance: Genomic analysis of multiple individual cells harvested from prostate biopsies provides an indepth view of cell populations comprising a prostate neoplasm, yielding novel genomic measures with the potential to improve the accuracy of diagnosis and prognosis in prostate cancer. Cancer Res; 78(2); 348-58. ©2017 AACR. ©2017 American Association for Cancer Research.

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Year:  2017        PMID: 29180472      PMCID: PMC5771881          DOI: 10.1158/0008-5472.CAN-17-1138

Source DB:  PubMed          Journal:  Cancer Res        ISSN: 0008-5472            Impact factor:   12.701


  27 in total

1.  Target inference from collections of genomic intervals.

Authors:  Alexander Krasnitz; Guoli Sun; Peter Andrews; Michael Wigler
Journal:  Proc Natl Acad Sci U S A       Date:  2013-06-06       Impact factor: 11.205

2.  Gleason score 6 adenocarcinoma: should it be labeled as cancer?

Authors:  H Ballentine Carter; Alan W Partin; Patrick C Walsh; Bruce J Trock; Robert W Veltri; William G Nelson; Donald S Coffey; Eric A Singer; Jonathan I Epstein
Journal:  J Clin Oncol       Date:  2012-10-01       Impact factor: 44.544

3.  Integrative Clinical Genomics of Advanced Prostate Cancer.

Authors:  Dan Robinson; Eliezer M Van Allen; Yi-Mi Wu; Nikolaus Schultz; Robert J Lonigro; Juan-Miguel Mosquera; Bruce Montgomery; Mary-Ellen Taplin; Colin C Pritchard; Gerhardt Attard; Himisha Beltran; Wassim Abida; Robert K Bradley; Jake Vinson; Xuhong Cao; Pankaj Vats; Lakshmi P Kunju; Maha Hussain; Felix Y Feng; Scott A Tomlins; Kathleen A Cooney; David C Smith; Christine Brennan; Javed Siddiqui; Rohit Mehra; Yu Chen; Dana E Rathkopf; Michael J Morris; Stephen B Solomon; Jeremy C Durack; Victor E Reuter; Anuradha Gopalan; Jianjiong Gao; Massimo Loda; Rosina T Lis; Michaela Bowden; Stephen P Balk; Glenn Gaviola; Carrie Sougnez; Manaswi Gupta; Evan Y Yu; Elahe A Mostaghel; Heather H Cheng; Hyojeong Mulcahy; Lawrence D True; Stephen R Plymate; Heidi Dvinge; Roberta Ferraldeschi; Penny Flohr; Susana Miranda; Zafeiris Zafeiriou; Nina Tunariu; Joaquin Mateo; Raquel Perez-Lopez; Francesca Demichelis; Brian D Robinson; Andrea Sboner; Marc Schiffman; David M Nanus; Scott T Tagawa; Alexandros Sigaras; Kenneth W Eng; Olivier Elemento; Andrea Sboner; Elisabeth I Heath; Howard I Scher; Kenneth J Pienta; Philip Kantoff; Johann S de Bono; Mark A Rubin; Peter S Nelson; Levi A Garraway; Charles L Sawyers; Arul M Chinnaiyan
Journal:  Cell       Date:  2015-07-16       Impact factor: 41.582

4.  Genome-wide copy number analysis of single cells.

Authors:  Timour Baslan; Jude Kendall; Linda Rodgers; Hilary Cox; Mike Riggs; Asya Stepansky; Jennifer Troge; Kandasamy Ravi; Diane Esposito; B Lakshmi; Michael Wigler; Nicholas Navin; James Hicks
Journal:  Nat Protoc       Date:  2012-05-03       Impact factor: 13.491

5.  Upgrading and downgrading of prostate needle biopsy specimens: risk factors and clinical implications.

Authors:  Stephen J Freedland; Christopher J Kane; Christopher L Amling; William J Aronson; Martha K Terris; Joseph C Presti
Journal:  Urology       Date:  2007-03       Impact factor: 2.649

6.  Frequency and determinants of disagreement and error in gleason scores: a population-based study of prostate cancer.

Authors:  Michael Goodman; Kevin C Ward; Adeboye O Osunkoya; Milton W Datta; Daniel Luthringer; Andrew N Young; Katerina Marks; Vaunita Cohen; Jan C Kennedy; Michael J Haber; Mahul B Amin
Journal:  Prostate       Date:  2012-01-06       Impact factor: 4.104

7.  Pathologic outcomes of candidates for active surveillance undergoing radical prostatectomy.

Authors:  Patrick Mufarrij; Alex Sankin; Guilherme Godoy; Herbert Lepor
Journal:  Urology       Date:  2010-05-21       Impact factor: 2.649

8.  Tumour evolution inferred by single-cell sequencing.

Authors:  Nicholas Navin; Jude Kendall; Jennifer Troge; Peter Andrews; Linda Rodgers; Jeanne McIndoo; Kerry Cook; Asya Stepansky; Dan Levy; Diane Esposito; Lakshmi Muthuswamy; Alex Krasnitz; W Richard McCombie; James Hicks; Michael Wigler
Journal:  Nature       Date:  2011-03-13       Impact factor: 49.962

9.  Clinical staging error in prostate cancer: localization and relevance of undetected tumour areas.

Authors:  Christian Bolenz; Michael Gierth; Rainer Grobholz; Thomas Köpke; Axel Semjonow; Christel Weiss; Peter Alken; Maurice Stephan Michel; Lutz Trojan
Journal:  BJU Int       Date:  2009-12-22       Impact factor: 5.588

10.  The genomic complexity of primary human prostate cancer.

Authors:  Michael F Berger; Michael S Lawrence; Francesca Demichelis; Yotam Drier; Kristian Cibulskis; Andrey Y Sivachenko; Andrea Sboner; Raquel Esgueva; Dorothee Pflueger; Carrie Sougnez; Robert Onofrio; Scott L Carter; Kyung Park; Lukas Habegger; Lauren Ambrogio; Timothy Fennell; Melissa Parkin; Gordon Saksena; Douglas Voet; Alex H Ramos; Trevor J Pugh; Jane Wilkinson; Sheila Fisher; Wendy Winckler; Scott Mahan; Kristin Ardlie; Jennifer Baldwin; Jonathan W Simons; Naoki Kitabayashi; Theresa Y MacDonald; Philip W Kantoff; Lynda Chin; Stacey B Gabriel; Mark B Gerstein; Todd R Golub; Matthew Meyerson; Ashutosh Tewari; Eric S Lander; Gad Getz; Mark A Rubin; Levi A Garraway
Journal:  Nature       Date:  2011-02-10       Impact factor: 49.962

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  13 in total

1.  Prostate cancer: Singled out: single-cell genomics for diagnosis.

Authors:  Louise Stone
Journal:  Nat Rev Urol       Date:  2017-12-19       Impact factor: 14.432

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.  Prostate zones and cancer: lost in transition?

Authors:  Amin Ali; Alexander Du Feu; Pedro Oliveira; Ananya Choudhury; Robert G Bristow; Esther Baena
Journal:  Nat Rev Urol       Date:  2021-10-19       Impact factor: 14.432

Review 4.  Advancing Cancer Research and Medicine with Single-Cell Genomics.

Authors:  Bora Lim; Yiyun Lin; Nicholas Navin
Journal:  Cancer Cell       Date:  2020-04-13       Impact factor: 31.743

5.  Novel insights into breast cancer copy number genetic heterogeneity revealed by single-cell genome sequencing.

Authors:  Timour Baslan; Jude Kendall; Konstantin Volyanskyy; Katherine McNamara; Hilary Cox; Sean D'Italia; Frank Ambrosio; Michael Riggs; Linda Rodgers; Anthony Leotta; Junyan Song; Yong Mao; Jie Wu; Ronak Shah; Rodrigo Gularte-Mérida; Kalyani Chadalavada; Gouri Nanjangud; Vinay Varadan; Assaf Gordon; Christina Curtis; Alex Krasnitz; Nevenka Dimitrova; Lyndsay Harris; Michael Wigler; James Hicks
Journal:  Elife       Date:  2020-05-13       Impact factor: 8.140

6.  A fast and efficient count-based matrix factorization method for detecting cell types from single-cell RNAseq data.

Authors:  Shiquan Sun; Yabo Chen; Yang Liu; Xuequn Shang
Journal:  BMC Syst Biol       Date:  2019-04-05

7.  SMURF-seq: efficient copy number profiling on long-read sequencers.

Authors:  Rishvanth K Prabakar; Liya Xu; James Hicks; Andrew D Smith
Journal:  Genome Biol       Date:  2019-07-08       Impact factor: 13.583

8.  Integrated Computational Pipeline for Single-Cell Genomic Profiling.

Authors:  Lubomir Chorbadjiev; Jude Kendall; Joan Alexander; Viacheslav Zhygulin; Junyan Song; Michael Wigler; Alexander Krasnitz
Journal:  JCO Clin Cancer Inform       Date:  2020-05

9.  Copolymerization of single-cell nucleic acids into balls of acrylamide gel.

Authors:  Siran Li; Jude Kendall; Sarah Park; Zihua Wang; Joan Alexander; Andrea Moffitt; Nissim Ranade; Cassidy Danyko; Bruno Gegenhuber; Stephan Fischer; Brian D Robinson; Herbert Lepor; Jessica Tollkuhn; Jesse Gillis; Eric Brouzes; Alex Krasnitz; Dan Levy; Michael Wigler
Journal:  Genome Res       Date:  2019-11-14       Impact factor: 9.043

10.  Accurate genomic variant detection in single cells with primary template-directed amplification.

Authors:  Veronica Gonzalez-Pena; Sivaraman Natarajan; Yuntao Xia; David Klein; Robert Carter; Yakun Pang; Bridget Shaner; Kavya Annu; Daniel Putnam; Wenan Chen; Jon Connelly; Shondra Pruett-Miller; Xiang Chen; John Easton; Charles Gawad
Journal:  Proc Natl Acad Sci U S A       Date:  2021-06-15       Impact factor: 11.205

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