Literature DB >> 17688504

Statistical tests for clonality.

Colin B Begg1, Kevin H Eng, Amanda J Hummer.   

Abstract

Cancer investigators frequently conduct studies to examine tumor samples from pairs of apparently independent primary tumors with a view to determine whether they share a "clonal" origin. The genetic fingerprints of the tumors are compared using a panel of markers, often representing loss of heterozygosity (LOH) at distinct genetic loci. In this article we evaluate candidate significance tests for this purpose. The relevant information is derived from the observed correlation of the tumors with respect to the occurrence of LOH at individual loci, a phenomenon that can be evaluated using Fisher's exact test. Information is also available from the extent to which losses at the same locus occur on the same parental allele. Data from these combined sources of information can be evaluated using a simple adaptation of Fisher's exact test. The test statistic is the total number of loci at which concordant mutations occur on the same parental allele, with higher values providing more evidence in favor of a clonal origin for the two tumors. The test is shown to have high power for detecting clonality for plausible models of the alternative (clonal) hypothesis, and for reasonable numbers of informative loci, preferably located on distinct chromosomal arms. The method is illustrated using studies to identify clonality in contralateral breast cancer. Interpretation of the results of these tests requires caution due to simplifying assumptions regarding the possible variability in mutation probabilities between loci, and possible imbalances in the mutation probabilities between parental alleles. Nonetheless, we conclude that the method represents a simple, powerful strategy for distinguishing independent tumors from those of clonal origin.

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Year:  2007        PMID: 17688504      PMCID: PMC2736112          DOI: 10.1111/j.1541-0420.2006.00681.x

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


  17 in total

1.  Genetic changes and clonality relationship between primary colorectal cancers and their pulmonary metastases--an analysis by comparative genomic hybridization.

Authors:  Jeng-Kai Jiang; Yann-Jang Chen; Chi-Hung Lin; I-Ting Yu; Jen-Kou Lin
Journal:  Genes Chromosomes Cancer       Date:  2005-05       Impact factor: 5.006

2.  Loss of heterozygosity in bilateral breast cancer.

Authors:  J Kollias; S Man; M Marafie; K Carpenter; S Pinder; I O Ellis; R W Blamey; G Cross; J D Brook
Journal:  Breast Cancer Res Treat       Date:  2000-12       Impact factor: 4.872

3.  Molecular clonality determination of ipsilateral recurrence of invasive breast carcinomas after breast-conserving therapy: comparison with clinical and biologic factors.

Authors:  Neal S Goldstein; Frank A Vicini; Susan Hunter; Eva Odish; Suzy Forbes; Daniel Kraus; Larry L Kestin
Journal:  Am J Clin Pathol       Date:  2005-05       Impact factor: 2.493

4.  Molecular study of clonality in multifocal and bilateral breast tumors.

Authors:  Neelanjana Chunder; Anup Roy; Susanta Roychoudhury; Chinmay Kumar Panda
Journal:  Pathol Res Pract       Date:  2004       Impact factor: 3.250

5.  Concordance of allelic imbalance profiles in synchronous and metachronous bilateral breast carcinomas.

Authors:  Evgeny N Imyanitov; Evgeny N Suspitsin; Maxim Yu Grigoriev; Alexandr V Togo; Ekatherina Sh Kuligina; Evgeniya V Belogubova; Kazymir M Pozharisski; Elena A Turkevich; Carmen Rodriquez; Cees J Cornelisse; Kaido P Hanson; Charles Theillet
Journal:  Int J Cancer       Date:  2002-08-10       Impact factor: 7.396

Review 6.  Clonality of multifocal urothelial carcinomas: 10 years of molecular genetic studies.

Authors:  Christian Hafner; Ruth Knuechel; Robert Stoehr; Arndt Hartmann
Journal:  Int J Cancer       Date:  2002-09-01       Impact factor: 7.396

7.  Quantitative DNA fingerprinting may distinguish new primary breast cancer from disease recurrence.

Authors:  Benjamin L Schlechter; Qiong Yang; Pamela S Larson; Arina Golubeva; Rita A Blanchard; Antonio de las Morenas; Carol L Rosenberg
Journal:  J Clin Oncol       Date:  2004-05-15       Impact factor: 44.544

8.  A molecular genetic and statistical approach for the diagnosis of dual-site cancers.

Authors:  Dirk Brinkmann; Andy Ryan; Ayse Ayhan; W Glen McCluggage; Roger Feakins; Mauro F Santibanez-Koref; Charles A Mein; Simon A Gayther; Ian J Jacobs
Journal:  J Natl Cancer Inst       Date:  2004-10-06       Impact factor: 13.506

9.  Bilateral carcinomas of the breast with local recurrence: analysis of genetic relationship of the tumors.

Authors:  Peter Regitnig; Ferdinand Ploner; Martina Maderbacher; Sigurd F Lax
Journal:  Mod Pathol       Date:  2004-05       Impact factor: 7.842

10.  High resolution analysis of DNA copy number variation using comparative genomic hybridization to microarrays.

Authors:  D Pinkel; R Segraves; D Sudar; S Clark; I Poole; D Kowbel; C Collins; W L Kuo; C Chen; Y Zhai; S H Dairkee; B M Ljung; J W Gray; D G Albertson
Journal:  Nat Genet       Date:  1998-10       Impact factor: 38.330

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  19 in total

1.  Testing clonal relatedness of tumors using array comparative genomic hybridization: a statistical challenge.

Authors:  Irina Ostrovnaya; Colin B Begg
Journal:  Clin Cancer Res       Date:  2010-02-23       Impact factor: 12.531

2.  Comparison of properties of tests for assessing tumor clonality.

Authors:  Irina Ostrovnaya; Venkatraman E Seshan; Colin B Begg
Journal:  Biometrics       Date:  2008-02-11       Impact factor: 2.571

3.  Comprehensive Genomic Profiling Aids in Distinguishing Metastatic Recurrence from Second Primary Cancers.

Authors:  Benjamin A Weinberg; Kyle Gowen; Thomas K Lee; Sai-Hong Ignatius Ou; Robert Bristow; Lauren Krill; M Isabel Almira-Suarez; Siraj M Ali; Vincent A Miller; Stephen V Liu; Samuel J Klempner
Journal:  Oncologist       Date:  2017-02-13

4.  Estimating the probability of clonal relatedness of pairs of tumors in cancer patients.

Authors:  Audrey Mauguen; Venkatraman E Seshan; Irina Ostrovnaya; Colin B Begg
Journal:  Biometrics       Date:  2017-05-08       Impact factor: 2.571

5.  A metastasis or a second independent cancer? Evaluating the clonal origin of tumors using array copy number data.

Authors:  Irina Ostrovnaya; Adam B Olshen; Venkatraman E Seshan; Irene Orlow; Donna G Albertson; Colin B Begg
Journal:  Stat Med       Date:  2010-07-10       Impact factor: 2.373

6.  Dissecting the clonal origins of childhood acute lymphoblastic leukemia by single-cell genomics.

Authors:  Charles Gawad; Winston Koh; Stephen R Quake
Journal:  Proc Natl Acad Sci U S A       Date:  2014-11-25       Impact factor: 11.205

7.  Clonality: an R package for testing clonal relatedness of two tumors from the same patient based on their genomic profiles.

Authors:  Irina Ostrovnaya; Venkatraman E Seshan; Adam B Olshen; Colin B Begg
Journal:  Bioinformatics       Date:  2011-05-05       Impact factor: 6.937

8.  Evaluation of the clonal origin of multiple primary melanomas using molecular profiling.

Authors:  Irene Orlow; Diana V Tommasi; Bradley Bloom; Irina Ostrovnaya; Javier Cotignola; Urvi Mujumdar; Klaus J Busam; Achim A Jungbluth; Richard A Scolyer; John F Thompson; Bruce K Armstrong; Marianne Berwick; Nancy E Thomas; Colin B Begg
Journal:  J Invest Dermatol       Date:  2009-03-12       Impact factor: 8.551

9.  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

10.  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

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