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Published in: Acta Neuropathologica 6/2016

01-06-2016 | Original Paper

Next-generation sequencing in routine brain tumor diagnostics enables an integrated diagnosis and identifies actionable targets

Authors: Felix Sahm, Daniel Schrimpf, David T. W. Jones, Jochen Meyer, Annekathrin Kratz, David Reuss, David Capper, Christian Koelsche, Andrey Korshunov, Benedikt Wiestler, Ivo Buchhalter, Till Milde, Florian Selt, Dominik Sturm, Marcel Kool, Manuela Hummel, Melanie Bewerunge-Hudler, Christian Mawrin, Ulrich Schüller, Christine Jungk, Antje Wick, Olaf Witt, Michael Platten, Christel Herold-Mende, Andreas Unterberg, Stefan M. Pfister, Wolfgang Wick, Andreas von Deimling

Published in: Acta Neuropathologica | Issue 6/2016

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Abstract

With the number of prognostic and predictive genetic markers in neuro-oncology steadily growing, the need for comprehensive molecular analysis of neuropathology samples has vastly increased. We therefore developed a customized enrichment/hybrid-capture-based next-generation sequencing (NGS) gene panel comprising the entire coding and selected intronic and promoter regions of 130 genes recurrently altered in brain tumors, allowing for the detection of single nucleotide variations, fusions, and copy number aberrations. Optimization of probe design, library generation and sequencing conditions on 150 samples resulted in a 5-workday routine workflow from the formalin-fixed paraffin-embedded sample to neuropathological report. This protocol was applied to 79 retrospective cases with established molecular aberrations for validation and 71 prospective cases for discovery of potential therapeutic targets. Concordance of NGS compared to established, single biomarker methods was 98.0 %, with discrepancies resulting from one case where a TERT promoter mutation was not called by NGS and three ATRX mutations not being detected by Sanger sequencing. Importantly, in samples with low tumor cell content, NGS was able to identify mutant alleles that were not detectable by traditional methods. Information derived from NGS data identified potential targets for experimental therapy in 37/47 (79 %) glioblastomas, 9/10 (90 %) pilocytic astrocytomas, and 5/14 (36 %) medulloblastomas in the prospective target discovery cohort. In conclusion, we present the settings for high-throughput, adaptive next-generation sequencing in routine neuropathology diagnostics. Such an approach will likely become highly valuable in the near future for treatment decision making, as more therapeutic targets emerge and genetic information enters the classification of brain tumors.
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Literature
7.
go back to reference Capper D, Preusser M, Habel A, Sahm F, Ackermann U, Schindler G et al (2011) Assessment of BRAF V600E mutation status by immunohistochemistry with a mutation-specific monoclonal antibody. Acta Neuropathol 122(1):11–19CrossRefPubMed Capper D, Preusser M, Habel A, Sahm F, Ackermann U, Schindler G et al (2011) Assessment of BRAF V600E mutation status by immunohistochemistry with a mutation-specific monoclonal antibody. Acta Neuropathol 122(1):11–19CrossRefPubMed
8.
go back to reference Choi BD, Archer GE, Mitchell DA, Heimberger AB, McLendon RE, Bigner DD et al (2009) EGFRvIII-targeted vaccination therapy of malignant glioma. Brain Pathol 19(4):713–723CrossRefPubMedPubMedCentral Choi BD, Archer GE, Mitchell DA, Heimberger AB, McLendon RE, Bigner DD et al (2009) EGFRvIII-targeted vaccination therapy of malignant glioma. Brain Pathol 19(4):713–723CrossRefPubMedPubMedCentral
9.
go back to reference Cimino PJ, Bredemeyer A, Abel HJ, Duncavage EJ (2015) A wide spectrum of EGFR mutations in glioblastoma is detected by a single clinical oncology targeted next-generation sequencing panel. Exp Mol Pathol 98(3):568–573CrossRefPubMed Cimino PJ, Bredemeyer A, Abel HJ, Duncavage EJ (2015) A wide spectrum of EGFR mutations in glioblastoma is detected by a single clinical oncology targeted next-generation sequencing panel. Exp Mol Pathol 98(3):568–573CrossRefPubMed
10.
go back to reference Do H, Dobrovic A (2015) Sequence artifacts in DNA from formalin-fixed tissues: causes and strategies for minimization. Clin Chem 61(1):64–71CrossRefPubMed Do H, Dobrovic A (2015) Sequence artifacts in DNA from formalin-fixed tissues: causes and strategies for minimization. Clin Chem 61(1):64–71CrossRefPubMed
11.
go back to reference Do H, Wong SQ, Li J, Dobrovic A (2013) Reducing sequence artifacts in amplicon-based massively parallel sequencing of formalin-fixed paraffin-embedded DNA by enzymatic depletion of uracil-containing templates. Clin Chem 59(9):1376–1383CrossRefPubMed Do H, Wong SQ, Li J, Dobrovic A (2013) Reducing sequence artifacts in amplicon-based massively parallel sequencing of formalin-fixed paraffin-embedded DNA by enzymatic depletion of uracil-containing templates. Clin Chem 59(9):1376–1383CrossRefPubMed
12.
go back to reference Hovelson DH, McDaniel AS, Cani AK, Johnson B, Rhodes K, Williams PD et al (2015) Development and validation of a scalable next-generation sequencing system for assessing relevant somatic variants in solid tumors. Neoplasia 17(4):385–399CrossRefPubMedPubMedCentral Hovelson DH, McDaniel AS, Cani AK, Johnson B, Rhodes K, Williams PD et al (2015) Development and validation of a scalable next-generation sequencing system for assessing relevant somatic variants in solid tumors. Neoplasia 17(4):385–399CrossRefPubMedPubMedCentral
14.
go back to reference Hummel M, Bonnin S, Lowy E, Roma G (2011) TEQC: an R package for quality control in target capture experiments. Bioinformatics 27(9):1316–1317CrossRefPubMed Hummel M, Bonnin S, Lowy E, Roma G (2011) TEQC: an R package for quality control in target capture experiments. Bioinformatics 27(9):1316–1317CrossRefPubMed
15.
go back to reference Jones DT, Hutter B, Jager N, Korshunov A, Kool M, Warnatz HJ et al (2013) Recurrent somatic alterations of FGFR1 and NTRK2 in pilocytic astrocytoma. Nat Genet 45(8):927–932CrossRefPubMedPubMedCentral Jones DT, Hutter B, Jager N, Korshunov A, Kool M, Warnatz HJ et al (2013) Recurrent somatic alterations of FGFR1 and NTRK2 in pilocytic astrocytoma. Nat Genet 45(8):927–932CrossRefPubMedPubMedCentral
16.
go back to reference Kool M, Jones DT, Jager N, Northcott PA, Pugh TJ, Hovestadt V et al (2014) Genome sequencing of SHH medulloblastoma predicts genotype-related response to smoothened inhibition. Cancer Cell 25(3):393–405CrossRefPubMedPubMedCentral Kool M, Jones DT, Jager N, Northcott PA, Pugh TJ, Hovestadt V et al (2014) Genome sequencing of SHH medulloblastoma predicts genotype-related response to smoothened inhibition. Cancer Cell 25(3):393–405CrossRefPubMedPubMedCentral
17.
go back to reference Korshunov A, Meyer J, Capper D, Christians A, Remke M, Witt H et al (2009) Combined molecular analysis of BRAF and IDH1 distinguishes pilocytic astrocytoma from diffuse astrocytoma. Acta Neuropathol 118(3):401–405CrossRefPubMed Korshunov A, Meyer J, Capper D, Christians A, Remke M, Witt H et al (2009) Combined molecular analysis of BRAF and IDH1 distinguishes pilocytic astrocytoma from diffuse astrocytoma. Acta Neuropathol 118(3):401–405CrossRefPubMed
19.
go back to reference Louis DN, Perry A, Burger P, Ellison DW, Reifenberger G, von Deimling A et al (2014) International Society Of Neuropathology-Haarlem consensus guidelines for nervous system tumor classification and grading. Brain Pathol 24(5):429–435CrossRefPubMed Louis DN, Perry A, Burger P, Ellison DW, Reifenberger G, von Deimling A et al (2014) International Society Of Neuropathology-Haarlem consensus guidelines for nervous system tumor classification and grading. Brain Pathol 24(5):429–435CrossRefPubMed
20.
go back to reference Louis DN, Virgin HWT, Asa SL (2011) “Next-generation” pathology and laboratory medicine. Arch Pathol Lab Med 135(12):1531–1532CrossRefPubMed Louis DN, Virgin HWT, Asa SL (2011) “Next-generation” pathology and laboratory medicine. Arch Pathol Lab Med 135(12):1531–1532CrossRefPubMed
21.
go back to reference Malapelle U, Vigliar E, Sgariglia R, Bellevicine C, Colarossi L, Vitale D et al (2015) Ion Torrent next-generation sequencing for routine identification of clinically relevant mutations in colorectal cancer patients. J Clin Pathol 68(1):64–68CrossRefPubMed Malapelle U, Vigliar E, Sgariglia R, Bellevicine C, Colarossi L, Vitale D et al (2015) Ion Torrent next-generation sequencing for routine identification of clinically relevant mutations in colorectal cancer patients. J Clin Pathol 68(1):64–68CrossRefPubMed
22.
go back to reference Manson-Bahr D, Ball R, Gundem G, Sethia K, Mills R, Rochester M et al (2015) Mutation detection in formalin-fixed prostate cancer biopsies taken at the time of diagnosis using next-generation DNA sequencing. J Clin Pathol 68(3):212–217CrossRefPubMed Manson-Bahr D, Ball R, Gundem G, Sethia K, Mills R, Rochester M et al (2015) Mutation detection in formalin-fixed prostate cancer biopsies taken at the time of diagnosis using next-generation DNA sequencing. J Clin Pathol 68(3):212–217CrossRefPubMed
23.
go back to reference McPherson A, Hormozdiari F, Zayed A, Giuliany R, Ha G, Sun MG et al (2011) deFuse: an algorithm for gene fusion discovery in tumor RNA-Seq data. PLoS Comput Biol 7(5):e1001138CrossRefPubMedPubMedCentral McPherson A, Hormozdiari F, Zayed A, Giuliany R, Ha G, Sun MG et al (2011) deFuse: an algorithm for gene fusion discovery in tumor RNA-Seq data. PLoS Comput Biol 7(5):e1001138CrossRefPubMedPubMedCentral
24.
go back to reference Mosen-Ansorena D, Telleria N, Veganzones S, De la Orden V, Maestro ML, Aransay AM (2014) seqCNA: an R package for DNA copy number analysis in cancer using high-throughput sequencing. BMC Genom 15:178CrossRef Mosen-Ansorena D, Telleria N, Veganzones S, De la Orden V, Maestro ML, Aransay AM (2014) seqCNA: an R package for DNA copy number analysis in cancer using high-throughput sequencing. BMC Genom 15:178CrossRef
25.
go back to reference Obenchain V, Lawrence M, Carey V, Gogarten S, Shannon P, Morgan M (2014) VariantAnnotation: a bioconductor package for exploration and annotation of genetic variants. Bioinformatics 30(14):2076–2078CrossRefPubMedPubMedCentral Obenchain V, Lawrence M, Carey V, Gogarten S, Shannon P, Morgan M (2014) VariantAnnotation: a bioconductor package for exploration and annotation of genetic variants. Bioinformatics 30(14):2076–2078CrossRefPubMedPubMedCentral
26.
go back to reference Reuss DE, Kratz A, Sahm F, Capper D, Schrimpf D, Koelsche C et al (2015) Adult IDH wild type astrocytomas biologically and clinically resolve into other tumor entities. Acta Neuropathol 130(3):407–417CrossRefPubMed Reuss DE, Kratz A, Sahm F, Capper D, Schrimpf D, Koelsche C et al (2015) Adult IDH wild type astrocytomas biologically and clinically resolve into other tumor entities. Acta Neuropathol 130(3):407–417CrossRefPubMed
27.
go back to reference Reuss DE, Mamatjan Y, Schrimpf D, Capper D, Hovestadt V, Kratz A et al (2015) IDH mutant diffuse and anaplastic astrocytomas have similar age at presentation and little difference in survival: a grading problem for WHO. Acta Neuropathol 129(6):867–873CrossRefPubMed Reuss DE, Mamatjan Y, Schrimpf D, Capper D, Hovestadt V, Kratz A et al (2015) IDH mutant diffuse and anaplastic astrocytomas have similar age at presentation and little difference in survival: a grading problem for WHO. Acta Neuropathol 129(6):867–873CrossRefPubMed
28.
go back to reference Reuss DE, Sahm F, Schrimpf D, Wiestler B, Capper D, Koelsche C et al (2015) ATRX and IDH1-R132H immunohistochemistry with subsequent copy number analysis and IDH sequencing as a basis for an “integrated” diagnostic approach for adult astrocytoma, oligodendroglioma and glioblastoma. Acta Neuropathol 129(1):133–146CrossRefPubMed Reuss DE, Sahm F, Schrimpf D, Wiestler B, Capper D, Koelsche C et al (2015) ATRX and IDH1-R132H immunohistochemistry with subsequent copy number analysis and IDH sequencing as a basis for an “integrated” diagnostic approach for adult astrocytoma, oligodendroglioma and glioblastoma. Acta Neuropathol 129(1):133–146CrossRefPubMed
29.
go back to reference Rimmer A, Phan H, Mathieson I, Iqbal Z, Twigg SR, Consortium WGS et al (2014) Integrating mapping-, assembly- and haplotype-based approaches for calling variants in clinical sequencing applications. Nat Genet 46(8):912–918CrossRefPubMedPubMedCentral Rimmer A, Phan H, Mathieson I, Iqbal Z, Twigg SR, Consortium WGS et al (2014) Integrating mapping-, assembly- and haplotype-based approaches for calling variants in clinical sequencing applications. Nat Genet 46(8):912–918CrossRefPubMedPubMedCentral
30.
go back to reference Schumacher T, Bunse L, Pusch S, Sahm F, Wiestler B, Quandt J et al (2014) A vaccine targeting mutant IDH1 induces antitumour immunity. Nature 512(7514):324–327CrossRefPubMed Schumacher T, Bunse L, Pusch S, Sahm F, Wiestler B, Quandt J et al (2014) A vaccine targeting mutant IDH1 induces antitumour immunity. Nature 512(7514):324–327CrossRefPubMed
31.
go back to reference Schweizer L, Koelsche C, Sahm F, Piro RM, Capper D, Reuss DE et al (2013) Meningeal hemangiopericytoma and solitary fibrous tumors carry the NAB2-STAT6 fusion and can be diagnosed by nuclear expression of STAT6 protein. Acta Neuropathol 125(5):651–658CrossRefPubMed Schweizer L, Koelsche C, Sahm F, Piro RM, Capper D, Reuss DE et al (2013) Meningeal hemangiopericytoma and solitary fibrous tumors carry the NAB2-STAT6 fusion and can be diagnosed by nuclear expression of STAT6 protein. Acta Neuropathol 125(5):651–658CrossRefPubMed
32.
go back to reference Serizawa M, Yokota T, Hosokawa A, Kusafuka K, Sugiyama T, Tsubosa Y et al (2015) The efficacy of uracil DNA glycosylase pretreatment in amplicon-based massively parallel sequencing with DNA extracted from archived formalin-fixed paraffin-embedded esophageal cancer tissues. Cancer Genet 208(9):415–427CrossRefPubMed Serizawa M, Yokota T, Hosokawa A, Kusafuka K, Sugiyama T, Tsubosa Y et al (2015) The efficacy of uracil DNA glycosylase pretreatment in amplicon-based massively parallel sequencing with DNA extracted from archived formalin-fixed paraffin-embedded esophageal cancer tissues. Cancer Genet 208(9):415–427CrossRefPubMed
33.
go back to reference Sturm D, Witt H, Hovestadt V, Khuong-Quang DA, Jones DT, Konermann C et al (2012) Hotspot mutations in H3F3A and IDH1 define distinct epigenetic and biological subgroups of glioblastoma. Cancer Cell 22(4):425–437CrossRefPubMed Sturm D, Witt H, Hovestadt V, Khuong-Quang DA, Jones DT, Konermann C et al (2012) Hotspot mutations in H3F3A and IDH1 define distinct epigenetic and biological subgroups of glioblastoma. Cancer Cell 22(4):425–437CrossRefPubMed
34.
go back to reference Suva ML, Louis DN (2013) Next-generation molecular genetics of brain tumours. Curr Opin Neurol 26(6):681–687CrossRefPubMed Suva ML, Louis DN (2013) Next-generation molecular genetics of brain tumours. Curr Opin Neurol 26(6):681–687CrossRefPubMed
35.
go back to reference Tsiatis AC, Norris-Kirby A, Rich RG, Hafez MJ, Gocke CD, Eshleman JR et al (2010) Comparison of Sanger sequencing, pyrosequencing, and melting curve analysis for the detection of KRAS mutations: diagnostic and clinical implications. J Mol Diagn JMD 12(4):425–432CrossRefPubMed Tsiatis AC, Norris-Kirby A, Rich RG, Hafez MJ, Gocke CD, Eshleman JR et al (2010) Comparison of Sanger sequencing, pyrosequencing, and melting curve analysis for the detection of KRAS mutations: diagnostic and clinical implications. J Mol Diagn JMD 12(4):425–432CrossRefPubMed
36.
go back to reference Wang K, Li M, Hakonarson H (2010) ANNOVAR: functional annotation of genetic variants from high-throughput sequencing data. Nucleic Acid Res 38(16):e164CrossRefPubMedPubMedCentral Wang K, Li M, Hakonarson H (2010) ANNOVAR: functional annotation of genetic variants from high-throughput sequencing data. Nucleic Acid Res 38(16):e164CrossRefPubMedPubMedCentral
Metadata
Title
Next-generation sequencing in routine brain tumor diagnostics enables an integrated diagnosis and identifies actionable targets
Authors
Felix Sahm
Daniel Schrimpf
David T. W. Jones
Jochen Meyer
Annekathrin Kratz
David Reuss
David Capper
Christian Koelsche
Andrey Korshunov
Benedikt Wiestler
Ivo Buchhalter
Till Milde
Florian Selt
Dominik Sturm
Marcel Kool
Manuela Hummel
Melanie Bewerunge-Hudler
Christian Mawrin
Ulrich Schüller
Christine Jungk
Antje Wick
Olaf Witt
Michael Platten
Christel Herold-Mende
Andreas Unterberg
Stefan M. Pfister
Wolfgang Wick
Andreas von Deimling
Publication date
01-06-2016
Publisher
Springer Berlin Heidelberg
Published in
Acta Neuropathologica / Issue 6/2016
Print ISSN: 0001-6322
Electronic ISSN: 1432-0533
DOI
https://doi.org/10.1007/s00401-015-1519-8

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