Updating TCGA glioma classification through integration of molecular profiling data following the 20...
Updating TCGA glioma classification through integration of molecular profiling data following the 2016 and 2021 WHO guidelines
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Cold Spring Harbor: Cold Spring Harbor Laboratory Press
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English
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Cold Spring Harbor: Cold Spring Harbor Laboratory Press
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The understanding of glioma disease has been evolving drastically with dedicated research into the genetic and molecular profiling of glioma tumour tissue. Molecular biomarkers have gained progressive and substantial importance in providing diagnostic information, leading to groundbreaking changes in the tumour classification system, criteria and taxonomy standardised by the 2016 and 2021 editions of the World Health Organization Classification of Tumours of the Central Nervous System's guidelines (WHO-2016 and WHO-2021, respectively). Some of the insights into glioma disease derived from extensive research on open-source multi-omics databases, such as the Cancer Genome Atlas (TCGA). However, given the substantial changes in glioma classification, retrospective databases may harbour outdated diagnostic annotations, suboptimal for further research. Here we propose two methods for updating the tumour classification of TCGA glioma samples in accordance with WHO-2016 and WHO-2021 guidelines, through the integration of curated molecular profiling information. Our methods allowed for the diagnostic update of 98% and 87% of evaluated TCGA glioma cases according to WHO-2016 and -2021, respectively, and highlighted changes in patient-specific diagnosis across both guidelines' editions. Our reclassification pipelines are provided in R scripts, facilitating direct reproduction or tailoring upon new releases of WHO guidelines.Competing Interest StatementThe authors have declared no competing interest.Footnotes* Added link to the provided codes and more references/explanation in the supplementary* https://github.com/RobertaColetti/Update-TCGA-glioma-WHOclassification...
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Updating TCGA glioma classification through integration of molecular profiling data following the 2016 and 2021 WHO guidelines
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TN_cdi_biorxiv_primary_2023_02_19_529134
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_biorxiv_primary_2023_02_19_529134
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ISSN
2692-8205
E-ISSN
2692-8205
DOI
10.1101/2023.02.19.529134