Multimodal classification of molecular subtypes in pediatric acute lymphoblastic leukemia

Multimodal classification of molecular subtypes in pediatric acute lymphoblastic leukemia

Description

This dataset contains genome-wide DNA methylation data generated from 384 pediatric acute lymphoblastic leukemia (ALL) samples originating from bone marrow or peripheral blood samples taken at ALL diagnosis (n = 384). Further details regarding the samples are available in Supplementary Table S2 from Krali et al., 2023 (https://doi.org/10.1038/s41698-023-00479-5).Genome-wide DNA methylation was analyzed at the SNP&SEQ Technology Platform, SciLifeLab, National Genomics Infrastructure Uppsala, Sweden. 250 ng of bisulfite converted DNA was amplified, fragmented and hybridised to Illumina Infinium Human Methylation450k Beadchip using the standard protocol from Illumina (iScan SQ instrument).This metadata record contains information about the raw idat files generated from the Infinium DNA methylation arrays. The raw idat files were processed with Methylation Module (1.8.5) software in Genome Studio (V2010.3). Peak-based correction was used to normalize the beta-value matrix.The raw idat files along with a samplesheet, processed beta-value matrix, annotation file for CpG annotation will be made available upon request. Limited phenotype information is available in the Supplemental Table S2 of the manuscript. All scripts that give a walk-through to our project, including the modelling process with Machine Learning can be found in our GitHub repository.Terms for accessThe DNA methylation dataset is only to be used for research that is seeking to advance the understanding of the influence of epigenetic factors on leukemia etiology and biology.The data should not be used for other purposes, i.e. investigating the epigenetic signatures that may lead to identification of a person. For retrieving the data used for the scope of this publication, please contact datacentre@scilifelab.se.
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Year of publication

2023

Authors

SciLifeLab - Publisher

Laura Oksa - Creator

Olli Lohi - Creator

Unknown organization

Anders Lundmark - Creator

Ann Nordgren - Creator

Ann-Christine Syvänen - Creator

Anna Pia Enblad - Creator

Arja Harila - Creator

Erik Forestier - Creator

Gisela Barbany - Creator

Gudmar Lönnerholm - Creator

Gustav Arvidsson - Creator

Hanne Vibeke Marquart - Creator

Henrik Lilljebjörn - Creator

Ingegerd Öfverholm - Creator

Janne Suhonen - Creator

Jessica Nordlund - Creator

Jukka Kanerva - Creator

Kaisa Vepsäläinen - Creator

Kjeld Schmiegelow - Creator

Mats Heyman - Creator

Merja Heinäniemi - Creator

Olga Krali - Creator

Shumaila Sayyab - Creator

Thoas Fioretos - Creator

Trond Flaegstad - Creator

Ulrika Norén-Nyström - Creator

Vasilios Zachariadis - Creator

Yanara Marincevic-Zuniga - Creator

Ólafur G. Jónsson - Creator

Hans O. Madsen - Contributor

Other information

Fields of science

Biomedicine; Cancers; Gynaecology and paediatrics

Language

English

Open access

Restricted access

License

Other

Keywords

Biomedicine, Gynaecology and paediatrics, Cancers
Multimodal classification of molecular subtypes in pediatric acute lymphoblastic leukemia - Research.fi