Literature DB >> 32135575

Testing tumors from different anatomic sites for clonal relatedness using somatic mutation data.

Irina Ostrovnaya1, Audrey Mauguen1, Venkatraman E Seshan1, Colin B Begg1.   

Abstract

A common task for the cancer pathologist is to determine, in a patient suffering from cancer, whether a new tumor in a distinct anatomic site from the primary is an independent occurrence of cancer or a metastasis. As mutational profiling of tumors becomes more widespread in routine clinical practice, this diagnostic task can be greatly enhanced by comparing mutational profiles of the tumors to determine if they are sufficiently similar to conclude that the tumors are clonally related, that is, one is a metastasis of the other. We present here a likelihood ratio test for clonal relatedness in this setting and provide evidence of its validity. The test is unusual in that there are two possible alternative hypotheses, representing the two anatomic sites from which the single clonal cell could have initially emerged. Although evidence for clonal relatedness is largely provided by the presence of exact mutational matches in the two tumors, we show that it is possible to observe data where the test is statistically significant even when no matches are observed. This can occur when the mutational profile of one of the tumors is closely aligned with the anatomic site of the other tumor, suggesting indirectly that the tumor originated in that other site. We exhibit examples of this phenomenon and recommend a strategy for interpreting the results of these tests in practice.
© 2020 The International Biometric Society.

Entities:  

Keywords:  clonality; diagnostic test; double primary; genomic profiling; metastasis

Mesh:

Year:  2020        PMID: 32135575      PMCID: PMC8514156          DOI: 10.1111/biom.13256

Source DB:  PubMed          Journal:  Biometrics        ISSN: 0006-341X            Impact factor:   2.571


  16 in total

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3.  Contralateral breast cancers: Independent cancers or metastases?

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Journal:  Int J Cancer       Date:  2017-09-28       Impact factor: 7.396

4.  USING SOMATIC MUTATION DATA TO TEST TUMORS FOR CLONAL RELATEDNESS.

Authors:  Irina Ostrovnaya; Venkatraman E Seshan; Colin B Begg
Journal:  Ann Appl Stat       Date:  2015-11-02       Impact factor: 2.083

5.  Genomic and mutational profiling to assess clonal relationships between multiple non-small cell lung cancers.

Authors:  Nicolas Girard; Irina Ostrovnaya; Christopher Lau; Bernard Park; Marc Ladanyi; David Finley; Charuhas Deshpande; Valerie Rusch; Irene Orlow; William D Travis; William Pao; Colin B Begg
Journal:  Clin Cancer Res       Date:  2009-08-11       Impact factor: 12.531

6.  Statistical tests for clonality.

Authors:  Colin B Begg; Kevin H Eng; Amanda J Hummer
Journal:  Biometrics       Date:  2007-06       Impact factor: 2.571

7.  Mutational landscape of metastatic cancer revealed from prospective clinical sequencing of 10,000 patients.

Authors:  Ahmet Zehir; Ryma Benayed; Ronak H Shah; Aijazuddin Syed; Sumit Middha; Hyunjae R Kim; Preethi Srinivasan; Jianjiong Gao; Debyani Chakravarty; Sean M Devlin; Matthew D Hellmann; David A Barron; Alison M Schram; Meera Hameed; Snjezana Dogan; Dara S Ross; Jaclyn F Hechtman; Deborah F DeLair; JinJuan Yao; Diana L Mandelker; Donavan T Cheng; Raghu Chandramohan; Abhinita S Mohanty; Ryan N Ptashkin; Gowtham Jayakumaran; Meera Prasad; Mustafa H Syed; Anoop Balakrishnan Rema; Zhen Y Liu; Khedoudja Nafa; Laetitia Borsu; Justyna Sadowska; Jacklyn Casanova; Ruben Bacares; Iwona J Kiecka; Anna Razumova; Julie B Son; Lisa Stewart; Tessara Baldi; Kerry A Mullaney; Hikmat Al-Ahmadie; Efsevia Vakiani; Adam A Abeshouse; Alexander V Penson; Philip Jonsson; Niedzica Camacho; Matthew T Chang; Helen H Won; Benjamin E Gross; Ritika Kundra; Zachary J Heins; Hsiao-Wei Chen; Sarah Phillips; Hongxin Zhang; Jiaojiao Wang; Angelica Ochoa; Jonathan Wills; Michael Eubank; Stacy B Thomas; Stuart M Gardos; Dalicia N Reales; Jesse Galle; Robert Durany; Roy Cambria; Wassim Abida; Andrea Cercek; Darren R Feldman; Mrinal M Gounder; A Ari Hakimi; James J Harding; Gopa Iyer; Yelena Y Janjigian; Emmet J Jordan; Ciara M Kelly; Maeve A Lowery; Luc G T Morris; Antonio M Omuro; Nitya Raj; Pedram Razavi; Alexander N Shoushtari; Neerav Shukla; Tara E Soumerai; Anna M Varghese; Rona Yaeger; Jonathan Coleman; Bernard Bochner; Gregory J Riely; Leonard B Saltz; Howard I Scher; Paul J Sabbatini; Mark E Robson; David S Klimstra; Barry S Taylor; Jose Baselga; Nikolaus Schultz; David M Hyman; Maria E Arcila; David B Solit; Marc Ladanyi; Michael F Berger
Journal:  Nat Med       Date:  2017-05-08       Impact factor: 53.440

8.  Assessment of clonal relationships in ipsilateral and bilateral multiple breast carcinomas by comparative genomic hybridisation and hierarchical clustering analysis.

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Journal:  Br J Cancer       Date:  2004-08-16       Impact factor: 7.640

9.  Evaluation of Nine Somatic Variant Callers for Detection of Somatic Mutations in Exome and Targeted Deep Sequencing Data.

Authors:  Anne Bruun Krøigård; Mads Thomassen; Anne-Vibeke Lænkholm; Torben A Kruse; Martin Jakob Larsen
Journal:  PLoS One       Date:  2016-03-22       Impact factor: 3.240

10.  Identifying recurrent mutations in cancer reveals widespread lineage diversity and mutational specificity.

Authors:  Matthew T Chang; Saurabh Asthana; Sizhi Paul Gao; Byron H Lee; Jocelyn S Chapman; Cyriac Kandoth; JianJiong Gao; Nicholas D Socci; David B Solit; Adam B Olshen; Nikolaus Schultz; Barry S Taylor
Journal:  Nat Biotechnol       Date:  2015-11-30       Impact factor: 54.908

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  1 in total

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