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Allelic Imbalance of Recurrently Mutated Genes in Acute Myeloid Leukaemia

The patho-mechanism of somatic driver mutations in cancer usually involves transcription, but the proportion of mutations and wild-type alleles transcribed from DNA to RNA is largely unknown. We systematically compared the variant allele frequencies of recurrently mutated genes in DNA and RNA sequen...

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Autores principales: Batcha, Aarif M. N., Bamopoulos, Stefanos A., Kerbs, Paul, Kumar, Ashwini, Jurinovic, Vindi, Rothenberg-Thurley, Maja, Ksienzyk, Bianka, Philippou-Massier, Julia, Krebs, Stefan, Blum, Helmut, Schneider, Stephanie, Konstandin, Nikola, Bohlander, Stefan K., Heckman, Caroline, Kontro, Mika, Hiddemann, Wolfgang, Spiekermann, Karsten, Braess, Jan, Metzeler, Klaus H., Greif, Philipp A., Mansmann, Ulrich, Herold, Tobias
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6692371/
https://www.ncbi.nlm.nih.gov/pubmed/31409822
http://dx.doi.org/10.1038/s41598-019-48167-4
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author Batcha, Aarif M. N.
Bamopoulos, Stefanos A.
Kerbs, Paul
Kumar, Ashwini
Jurinovic, Vindi
Rothenberg-Thurley, Maja
Ksienzyk, Bianka
Philippou-Massier, Julia
Krebs, Stefan
Blum, Helmut
Schneider, Stephanie
Konstandin, Nikola
Bohlander, Stefan K.
Heckman, Caroline
Kontro, Mika
Hiddemann, Wolfgang
Spiekermann, Karsten
Braess, Jan
Metzeler, Klaus H.
Greif, Philipp A.
Mansmann, Ulrich
Herold, Tobias
author_facet Batcha, Aarif M. N.
Bamopoulos, Stefanos A.
Kerbs, Paul
Kumar, Ashwini
Jurinovic, Vindi
Rothenberg-Thurley, Maja
Ksienzyk, Bianka
Philippou-Massier, Julia
Krebs, Stefan
Blum, Helmut
Schneider, Stephanie
Konstandin, Nikola
Bohlander, Stefan K.
Heckman, Caroline
Kontro, Mika
Hiddemann, Wolfgang
Spiekermann, Karsten
Braess, Jan
Metzeler, Klaus H.
Greif, Philipp A.
Mansmann, Ulrich
Herold, Tobias
author_sort Batcha, Aarif M. N.
collection PubMed
description The patho-mechanism of somatic driver mutations in cancer usually involves transcription, but the proportion of mutations and wild-type alleles transcribed from DNA to RNA is largely unknown. We systematically compared the variant allele frequencies of recurrently mutated genes in DNA and RNA sequencing data of 246 acute myeloid leukaemia (AML) patients. We observed that 95% of all detected variants were transcribed while the rest were not detectable in RNA sequencing with a minimum read-depth cut-off (10x). Our analysis focusing on 11 genes harbouring recurring mutations demonstrated allelic imbalance (AI) in most patients. GATA2, RUNX1, TET2, SRSF2, IDH2, PTPN11, WT1, NPM1 and CEBPA showed significant AIs. While the effect size was small in general, GATA2 exhibited the largest allelic imbalance. By pooling heterogeneous data from three independent AML cohorts with paired DNA and RNA sequencing (N = 253), we could validate the preferential transcription of GATA2-mutated alleles. Differential expression analysis of the genes with significant AI showed no significant differential gene and isoform expression for the mutated genes, between mutated and wild-type patients. In conclusion, our analyses identified AI in nine out of eleven recurrently mutated genes. AI might be a common phenomenon in AML which potentially contributes to leukaemogenesis.
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spelling pubmed-66923712019-08-19 Allelic Imbalance of Recurrently Mutated Genes in Acute Myeloid Leukaemia Batcha, Aarif M. N. Bamopoulos, Stefanos A. Kerbs, Paul Kumar, Ashwini Jurinovic, Vindi Rothenberg-Thurley, Maja Ksienzyk, Bianka Philippou-Massier, Julia Krebs, Stefan Blum, Helmut Schneider, Stephanie Konstandin, Nikola Bohlander, Stefan K. Heckman, Caroline Kontro, Mika Hiddemann, Wolfgang Spiekermann, Karsten Braess, Jan Metzeler, Klaus H. Greif, Philipp A. Mansmann, Ulrich Herold, Tobias Sci Rep Article The patho-mechanism of somatic driver mutations in cancer usually involves transcription, but the proportion of mutations and wild-type alleles transcribed from DNA to RNA is largely unknown. We systematically compared the variant allele frequencies of recurrently mutated genes in DNA and RNA sequencing data of 246 acute myeloid leukaemia (AML) patients. We observed that 95% of all detected variants were transcribed while the rest were not detectable in RNA sequencing with a minimum read-depth cut-off (10x). Our analysis focusing on 11 genes harbouring recurring mutations demonstrated allelic imbalance (AI) in most patients. GATA2, RUNX1, TET2, SRSF2, IDH2, PTPN11, WT1, NPM1 and CEBPA showed significant AIs. While the effect size was small in general, GATA2 exhibited the largest allelic imbalance. By pooling heterogeneous data from three independent AML cohorts with paired DNA and RNA sequencing (N = 253), we could validate the preferential transcription of GATA2-mutated alleles. Differential expression analysis of the genes with significant AI showed no significant differential gene and isoform expression for the mutated genes, between mutated and wild-type patients. In conclusion, our analyses identified AI in nine out of eleven recurrently mutated genes. AI might be a common phenomenon in AML which potentially contributes to leukaemogenesis. Nature Publishing Group UK 2019-08-13 /pmc/articles/PMC6692371/ /pubmed/31409822 http://dx.doi.org/10.1038/s41598-019-48167-4 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Batcha, Aarif M. N.
Bamopoulos, Stefanos A.
Kerbs, Paul
Kumar, Ashwini
Jurinovic, Vindi
Rothenberg-Thurley, Maja
Ksienzyk, Bianka
Philippou-Massier, Julia
Krebs, Stefan
Blum, Helmut
Schneider, Stephanie
Konstandin, Nikola
Bohlander, Stefan K.
Heckman, Caroline
Kontro, Mika
Hiddemann, Wolfgang
Spiekermann, Karsten
Braess, Jan
Metzeler, Klaus H.
Greif, Philipp A.
Mansmann, Ulrich
Herold, Tobias
Allelic Imbalance of Recurrently Mutated Genes in Acute Myeloid Leukaemia
title Allelic Imbalance of Recurrently Mutated Genes in Acute Myeloid Leukaemia
title_full Allelic Imbalance of Recurrently Mutated Genes in Acute Myeloid Leukaemia
title_fullStr Allelic Imbalance of Recurrently Mutated Genes in Acute Myeloid Leukaemia
title_full_unstemmed Allelic Imbalance of Recurrently Mutated Genes in Acute Myeloid Leukaemia
title_short Allelic Imbalance of Recurrently Mutated Genes in Acute Myeloid Leukaemia
title_sort allelic imbalance of recurrently mutated genes in acute myeloid leukaemia
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6692371/
https://www.ncbi.nlm.nih.gov/pubmed/31409822
http://dx.doi.org/10.1038/s41598-019-48167-4
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