Genome-wide assessment of the association of rare and common copy number variations to testicular germ cell cancer

Testicular germ cell cancer (TGCC) is one of the most heritable forms of cancer. Previous genome-wide association studies have focused on single nucleotide polymorphisms (SNPs), largely ignoring the influence of copy number variants (CNVs). Here we present a genome-wide study of copy number variatio...

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Main Authors: Daniel eEdsgärd, Marlene eDalgaard, Nils eWeinhold, Agata eWesolowska, Ewa eRajpert-De Meyts, Anne Marie eOttesen, Anders eJuul, Niels E. eSkakkebæk, Thomas eSkøt Jensen, Ramneek eGupta, Henrik eLeffers, Søren eBrunak
Format: Article
Language:English
Published: Frontiers Media S.A. 2013-01-01
Series:Frontiers in Endocrinology
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fendo.2013.00002/full
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author Daniel eEdsgärd
Marlene eDalgaard
Nils eWeinhold
Agata eWesolowska
Ewa eRajpert-De Meyts
Anne Marie eOttesen
Anders eJuul
Niels E. eSkakkebæk
Thomas eSkøt Jensen
Ramneek eGupta
Henrik eLeffers
Søren eBrunak
author_facet Daniel eEdsgärd
Marlene eDalgaard
Nils eWeinhold
Agata eWesolowska
Ewa eRajpert-De Meyts
Anne Marie eOttesen
Anders eJuul
Niels E. eSkakkebæk
Thomas eSkøt Jensen
Ramneek eGupta
Henrik eLeffers
Søren eBrunak
author_sort Daniel eEdsgärd
collection DOAJ
description Testicular germ cell cancer (TGCC) is one of the most heritable forms of cancer. Previous genome-wide association studies have focused on single nucleotide polymorphisms (SNPs), largely ignoring the influence of copy number variants (CNVs). Here we present a genome-wide study of copy number variation on a cohort of 212 cases and 437 controls from Denmark, which was genotyped at ~1.8 million markers, half of which were non-polymorphic copy number markers. No association of common variants were found, whereas analysis of rare variants (present in less than 1% of the samples) initially indicated a single gene with significantly higher accumulation of rare CNVs in cases as compared to controls, at the gene PTPN1 (P=3.8*10-2, 0.9% of cases and 0% of controls). However, the CNV could not be verified by qPCR in the affected samples. The CNV calling of the array data was validated by sequencing of the GSTM1 gene, which showed that the CNV frequency was in complete agreement between the two platforms. This study therefore disconfirms the hypothesis that there exists a single CNV locus with a major effect size that predisposes to TGCC. Genome-wide pathway association analysis indicated a weak association of rare CNVs related to cell migration (FDR=0.021, 1.8% of cases and 1.1% of controls). Dysregulation during migration of primordial germ cells has previously been suspected to be a part of TGCC development and this set of multiple rare variants may thereby have a minor contribution to an increased susceptibility of TGCCs.
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spelling doaj.art-7ff9f2f5e27e4d2da6bdd2a4788b8ffc2022-12-22T02:32:13ZengFrontiers Media S.A.Frontiers in Endocrinology1664-23922013-01-01410.3389/fendo.2013.0000237394Genome-wide assessment of the association of rare and common copy number variations to testicular germ cell cancerDaniel eEdsgärd0Marlene eDalgaard1Nils eWeinhold2Agata eWesolowska3Ewa eRajpert-De Meyts4Anne Marie eOttesen5Anders eJuul6Niels E. eSkakkebæk7Thomas eSkøt Jensen8Ramneek eGupta9Henrik eLeffers10Søren eBrunak11Technical University of DenmarkRigshospitaletTechnical University of DenmarkTechnical University of DenmarkRigshospitaletRigshospitaletRigshospitaletRigshospitaletTechnical University of DenmarkTechnical University of DenmarkRigshospitaletTechnical University of DenmarkTesticular germ cell cancer (TGCC) is one of the most heritable forms of cancer. Previous genome-wide association studies have focused on single nucleotide polymorphisms (SNPs), largely ignoring the influence of copy number variants (CNVs). Here we present a genome-wide study of copy number variation on a cohort of 212 cases and 437 controls from Denmark, which was genotyped at ~1.8 million markers, half of which were non-polymorphic copy number markers. No association of common variants were found, whereas analysis of rare variants (present in less than 1% of the samples) initially indicated a single gene with significantly higher accumulation of rare CNVs in cases as compared to controls, at the gene PTPN1 (P=3.8*10-2, 0.9% of cases and 0% of controls). However, the CNV could not be verified by qPCR in the affected samples. The CNV calling of the array data was validated by sequencing of the GSTM1 gene, which showed that the CNV frequency was in complete agreement between the two platforms. This study therefore disconfirms the hypothesis that there exists a single CNV locus with a major effect size that predisposes to TGCC. Genome-wide pathway association analysis indicated a weak association of rare CNVs related to cell migration (FDR=0.021, 1.8% of cases and 1.1% of controls). Dysregulation during migration of primordial germ cells has previously been suspected to be a part of TGCC development and this set of multiple rare variants may thereby have a minor contribution to an increased susceptibility of TGCCs.http://journal.frontiersin.org/Journal/10.3389/fendo.2013.00002/fullGenome-Wide Association Studycopy number variationrare variantstesticular cancertesticular germ cell cancers
spellingShingle Daniel eEdsgärd
Marlene eDalgaard
Nils eWeinhold
Agata eWesolowska
Ewa eRajpert-De Meyts
Anne Marie eOttesen
Anders eJuul
Niels E. eSkakkebæk
Thomas eSkøt Jensen
Ramneek eGupta
Henrik eLeffers
Søren eBrunak
Genome-wide assessment of the association of rare and common copy number variations to testicular germ cell cancer
Frontiers in Endocrinology
Genome-Wide Association Study
copy number variation
rare variants
testicular cancer
testicular germ cell cancers
title Genome-wide assessment of the association of rare and common copy number variations to testicular germ cell cancer
title_full Genome-wide assessment of the association of rare and common copy number variations to testicular germ cell cancer
title_fullStr Genome-wide assessment of the association of rare and common copy number variations to testicular germ cell cancer
title_full_unstemmed Genome-wide assessment of the association of rare and common copy number variations to testicular germ cell cancer
title_short Genome-wide assessment of the association of rare and common copy number variations to testicular germ cell cancer
title_sort genome wide assessment of the association of rare and common copy number variations to testicular germ cell cancer
topic Genome-Wide Association Study
copy number variation
rare variants
testicular cancer
testicular germ cell cancers
url http://journal.frontiersin.org/Journal/10.3389/fendo.2013.00002/full
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