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Clinical evaluation of panel testing by next-generation sequencing (NGS) for gene mutations in myeloid neoplasms

BACKGROUND: Genomic techniques in recent years have allowed the identification of many mutated genes important in the pathogenesis of acute myeloid leukemia (AML). Together with cytogenetic aberrations, these gene mutations are powerful prognostic markers in AML and can be used to guide patient mana...

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Autores principales: Au, Chun Hang, Wa, Anna, Ho, Dona N., Chan, Tsun Leung, Ma, Edmond S. K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4722624/
https://www.ncbi.nlm.nih.gov/pubmed/26796102
http://dx.doi.org/10.1186/s13000-016-0456-8
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author Au, Chun Hang
Wa, Anna
Ho, Dona N.
Chan, Tsun Leung
Ma, Edmond S. K.
author_facet Au, Chun Hang
Wa, Anna
Ho, Dona N.
Chan, Tsun Leung
Ma, Edmond S. K.
author_sort Au, Chun Hang
collection PubMed
description BACKGROUND: Genomic techniques in recent years have allowed the identification of many mutated genes important in the pathogenesis of acute myeloid leukemia (AML). Together with cytogenetic aberrations, these gene mutations are powerful prognostic markers in AML and can be used to guide patient management, for example selection of optimal post-remission therapy. The mutated genes also hold promise as therapeutic targets themselves. We evaluated the applicability of a gene panel for the detection of AML mutations in a diagnostic molecular pathology laboratory. METHODS: Fifty patient samples comprising 46 AML and 4 other myeloid neoplasms were accrued for the study. They consisted of 19 males and 31 females at a median age of 60 years (range: 18–88 years). A total of 54 genes (full coding exons of 15 genes and exonic hotspots of 39 genes) were targeted by 568 amplicons that ranged from 225 to 275 bp. The combined coverage was 141 kb in sequence length. Amplicon libraries were prepared by TruSight myeloid sequencing panel (Illumina, CA) and paired-end sequencing runs were performed on a MiSeq (Illumina) genome sequencer. Sequences obtained were analyzed by in-house bioinformatics pipeline, namely BWA-MEM, Samtools, GATK, Pindel, Ensembl Variant Effect Predictor and a novel algorithm ITDseek. RESULTS: The mean count of sequencing reads obtained per sample was 3.81 million and the mean sequencing depth was over 3000X. Seventy-seven mutations in 24 genes were detected in 37 of 50 samples (74 %). On average, 2 mutations (range 1–5) were detected per positive sample. TP53 gene mutations were found in 3 out of 4 patients with complex and unfavorable cytogenetics. Comparing NGS results with that of conventional molecular testing showed a concordance rate of 95.5 %. After further resolution and application of a novel bioinformatics algorithm ITDseek to aid the detection of FLT3 internal tandem duplication (ITD), the concordance rate was revised to 98.2 %. CONCLUSIONS: Gene panel testing by NGS approach was applicable for sensitive and accurate detection of actionable AML gene mutations in the clinical laboratory to individualize patient management. A novel algorithm ITDseek was presented that improved the detection of FLT3-ITD of varying length, position and at low allelic burden.
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spelling pubmed-47226242016-01-23 Clinical evaluation of panel testing by next-generation sequencing (NGS) for gene mutations in myeloid neoplasms Au, Chun Hang Wa, Anna Ho, Dona N. Chan, Tsun Leung Ma, Edmond S. K. Diagn Pathol Research BACKGROUND: Genomic techniques in recent years have allowed the identification of many mutated genes important in the pathogenesis of acute myeloid leukemia (AML). Together with cytogenetic aberrations, these gene mutations are powerful prognostic markers in AML and can be used to guide patient management, for example selection of optimal post-remission therapy. The mutated genes also hold promise as therapeutic targets themselves. We evaluated the applicability of a gene panel for the detection of AML mutations in a diagnostic molecular pathology laboratory. METHODS: Fifty patient samples comprising 46 AML and 4 other myeloid neoplasms were accrued for the study. They consisted of 19 males and 31 females at a median age of 60 years (range: 18–88 years). A total of 54 genes (full coding exons of 15 genes and exonic hotspots of 39 genes) were targeted by 568 amplicons that ranged from 225 to 275 bp. The combined coverage was 141 kb in sequence length. Amplicon libraries were prepared by TruSight myeloid sequencing panel (Illumina, CA) and paired-end sequencing runs were performed on a MiSeq (Illumina) genome sequencer. Sequences obtained were analyzed by in-house bioinformatics pipeline, namely BWA-MEM, Samtools, GATK, Pindel, Ensembl Variant Effect Predictor and a novel algorithm ITDseek. RESULTS: The mean count of sequencing reads obtained per sample was 3.81 million and the mean sequencing depth was over 3000X. Seventy-seven mutations in 24 genes were detected in 37 of 50 samples (74 %). On average, 2 mutations (range 1–5) were detected per positive sample. TP53 gene mutations were found in 3 out of 4 patients with complex and unfavorable cytogenetics. Comparing NGS results with that of conventional molecular testing showed a concordance rate of 95.5 %. After further resolution and application of a novel bioinformatics algorithm ITDseek to aid the detection of FLT3 internal tandem duplication (ITD), the concordance rate was revised to 98.2 %. CONCLUSIONS: Gene panel testing by NGS approach was applicable for sensitive and accurate detection of actionable AML gene mutations in the clinical laboratory to individualize patient management. A novel algorithm ITDseek was presented that improved the detection of FLT3-ITD of varying length, position and at low allelic burden. BioMed Central 2016-01-22 /pmc/articles/PMC4722624/ /pubmed/26796102 http://dx.doi.org/10.1186/s13000-016-0456-8 Text en © Au et al. 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Au, Chun Hang
Wa, Anna
Ho, Dona N.
Chan, Tsun Leung
Ma, Edmond S. K.
Clinical evaluation of panel testing by next-generation sequencing (NGS) for gene mutations in myeloid neoplasms
title Clinical evaluation of panel testing by next-generation sequencing (NGS) for gene mutations in myeloid neoplasms
title_full Clinical evaluation of panel testing by next-generation sequencing (NGS) for gene mutations in myeloid neoplasms
title_fullStr Clinical evaluation of panel testing by next-generation sequencing (NGS) for gene mutations in myeloid neoplasms
title_full_unstemmed Clinical evaluation of panel testing by next-generation sequencing (NGS) for gene mutations in myeloid neoplasms
title_short Clinical evaluation of panel testing by next-generation sequencing (NGS) for gene mutations in myeloid neoplasms
title_sort clinical evaluation of panel testing by next-generation sequencing (ngs) for gene mutations in myeloid neoplasms
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4722624/
https://www.ncbi.nlm.nih.gov/pubmed/26796102
http://dx.doi.org/10.1186/s13000-016-0456-8
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