Mutational patterns and clonal evolution from diagnosis to relapse in pediatric acute lymphoblastic leukemia

Abstract The mechanisms driving clonal heterogeneity and evolution in relapsed pediatric acute lymphoblastic leukemia (ALL) are not fully understood. We performed whole genome sequencing of samples collected at diagnosis, relapse(s) and remission from 29 Nordic patients. Somatic point mutations and...

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Main Authors: Shumaila Sayyab, Anders Lundmark, Malin Larsson, Markus Ringnér, Sara Nystedt, Yanara Marincevic-Zuniga, Katja Pokrovskaja Tamm, Jonas Abrahamsson, Linda Fogelstrand, Mats Heyman, Ulrika Norén-Nyström, Gudmar Lönnerholm, Arja Harila-Saari, Eva C. Berglund, Jessica Nordlund, Ann-Christine Syvänen
Format: Article
Language:English
Published: Nature Publishing Group 2021-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-95109-0
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spelling doaj-df7f00d635d847359cec38029b48a5522021-08-08T11:23:57ZengNature Publishing GroupScientific Reports2045-23222021-08-0111111710.1038/s41598-021-95109-0Mutational patterns and clonal evolution from diagnosis to relapse in pediatric acute lymphoblastic leukemiaShumaila Sayyab0Anders Lundmark1Malin Larsson2Markus Ringnér3Sara Nystedt4Yanara Marincevic-Zuniga5Katja Pokrovskaja Tamm6Jonas Abrahamsson7Linda Fogelstrand8Mats Heyman9Ulrika Norén-Nyström10Gudmar Lönnerholm11Arja Harila-Saari12Eva C. Berglund13Jessica Nordlund14Ann-Christine Syvänen15Department of Medical Sciences, Molecular Medicine and Science for Life Laboratory, Uppsala UniversityDepartment of Medical Sciences, Molecular Medicine and Science for Life Laboratory, Uppsala UniversityDepartment of Physics, Chemistry and Biology, National Bioinformatics Infrastructure Sweden, Science for Life Laboratory, Linköping UniversityDepartment of Biology, National Bioinformatics Infrastructure Sweden, Science for Life Laboratory, Lund UniversityDepartment of Medical Sciences, Molecular Medicine and Science for Life Laboratory, Uppsala UniversityDepartment of Medical Sciences, Molecular Medicine and Science for Life Laboratory, Uppsala UniversityDepartment of Oncology-Pathology, Karolinska InstitutetDepartment of Pediatrics, Institute of Clinical Sciences, Sahlgrenska Academy at University of GothenburgDepartment of Laboratory Medicine, Institute of Biomedicine, Sahlgrenska Academy at University of GothenburgChildhood Cancer Research Unit, Karolinska University HospitalDepartment of Clinical Sciences and Pediatrics, University of UmeåDepartment of Women’s and Children’s Health, Uppsala UniversityDepartment of Women’s and Children’s Health, Uppsala UniversityDepartment of Medical Sciences, Molecular Medicine and Science for Life Laboratory, Uppsala UniversityDepartment of Medical Sciences, Molecular Medicine and Science for Life Laboratory, Uppsala UniversityDepartment of Medical Sciences, Molecular Medicine and Science for Life Laboratory, Uppsala UniversityAbstract The mechanisms driving clonal heterogeneity and evolution in relapsed pediatric acute lymphoblastic leukemia (ALL) are not fully understood. We performed whole genome sequencing of samples collected at diagnosis, relapse(s) and remission from 29 Nordic patients. Somatic point mutations and large-scale structural variants were called using individually matched remission samples as controls, and allelic expression of the mutations was assessed in ALL cells using RNA-sequencing. We observed an increased burden of somatic mutations at relapse, compared to diagnosis, and at second relapse compared to first relapse. In addition to 29 known ALL driver genes, of which nine genes carried recurrent protein-coding mutations in our sample set, we identified putative non-protein coding mutations in regulatory regions of seven additional genes that have not previously been described in ALL. Cluster analysis of hundreds of somatic mutations per sample revealed three distinct evolutionary trajectories during ALL progression from diagnosis to relapse. The evolutionary trajectories provide insight into the mutational mechanisms leading relapse in ALL and could offer biomarkers for improved risk prediction in individual patients.https://doi.org/10.1038/s41598-021-95109-0
collection DOAJ
language English
format Article
sources DOAJ
author Shumaila Sayyab
Anders Lundmark
Malin Larsson
Markus Ringnér
Sara Nystedt
Yanara Marincevic-Zuniga
Katja Pokrovskaja Tamm
Jonas Abrahamsson
Linda Fogelstrand
Mats Heyman
Ulrika Norén-Nyström
Gudmar Lönnerholm
Arja Harila-Saari
Eva C. Berglund
Jessica Nordlund
Ann-Christine Syvänen
spellingShingle Shumaila Sayyab
Anders Lundmark
Malin Larsson
Markus Ringnér
Sara Nystedt
Yanara Marincevic-Zuniga
Katja Pokrovskaja Tamm
Jonas Abrahamsson
Linda Fogelstrand
Mats Heyman
Ulrika Norén-Nyström
Gudmar Lönnerholm
Arja Harila-Saari
Eva C. Berglund
Jessica Nordlund
Ann-Christine Syvänen
Mutational patterns and clonal evolution from diagnosis to relapse in pediatric acute lymphoblastic leukemia
Scientific Reports
author_facet Shumaila Sayyab
Anders Lundmark
Malin Larsson
Markus Ringnér
Sara Nystedt
Yanara Marincevic-Zuniga
Katja Pokrovskaja Tamm
Jonas Abrahamsson
Linda Fogelstrand
Mats Heyman
Ulrika Norén-Nyström
Gudmar Lönnerholm
Arja Harila-Saari
Eva C. Berglund
Jessica Nordlund
Ann-Christine Syvänen
author_sort Shumaila Sayyab
title Mutational patterns and clonal evolution from diagnosis to relapse in pediatric acute lymphoblastic leukemia
title_short Mutational patterns and clonal evolution from diagnosis to relapse in pediatric acute lymphoblastic leukemia
title_full Mutational patterns and clonal evolution from diagnosis to relapse in pediatric acute lymphoblastic leukemia
title_fullStr Mutational patterns and clonal evolution from diagnosis to relapse in pediatric acute lymphoblastic leukemia
title_full_unstemmed Mutational patterns and clonal evolution from diagnosis to relapse in pediatric acute lymphoblastic leukemia
title_sort mutational patterns and clonal evolution from diagnosis to relapse in pediatric acute lymphoblastic leukemia
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2021-08-01
description Abstract The mechanisms driving clonal heterogeneity and evolution in relapsed pediatric acute lymphoblastic leukemia (ALL) are not fully understood. We performed whole genome sequencing of samples collected at diagnosis, relapse(s) and remission from 29 Nordic patients. Somatic point mutations and large-scale structural variants were called using individually matched remission samples as controls, and allelic expression of the mutations was assessed in ALL cells using RNA-sequencing. We observed an increased burden of somatic mutations at relapse, compared to diagnosis, and at second relapse compared to first relapse. In addition to 29 known ALL driver genes, of which nine genes carried recurrent protein-coding mutations in our sample set, we identified putative non-protein coding mutations in regulatory regions of seven additional genes that have not previously been described in ALL. Cluster analysis of hundreds of somatic mutations per sample revealed three distinct evolutionary trajectories during ALL progression from diagnosis to relapse. The evolutionary trajectories provide insight into the mutational mechanisms leading relapse in ALL and could offer biomarkers for improved risk prediction in individual patients.
url https://doi.org/10.1038/s41598-021-95109-0
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