Article

ALLSorts: a RNA-Seq classifier for B-Cell Acute Lymphoblastic Leukemia

2021-08-01

Abstract excerpt

B-cell acute lymphoblastic leukemia (B-ALL) is the most common childhood cancer. Subtypes within B-ALL are distinguished by characteristic structural variants and mutations, which in some instances strongly correlate with responses to treatment. The World Health Organisation (WHO) recognises seven distinct classifications, or subtypes , as of 2016. However, recent studies have demonstrated that B-ALL can be segme...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 2f7ffe87-9c15-59ec-8001-b691c4ab4d33
DOI: 10.1101/2021.08.01.454393

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

ALLSorts: a RNA-Seq classifier for B-Cell Acute Lymphoblastic LeukemiaDOI 10.1101/2021.08.01.454393Read

Multi-cohort transcriptomic subtyping of B-cell acute lymphoblastic leukemiaSemantic proximity Read

MD-ALL: an integrative platform for molecular diagnosis of B-acute lymphoblastic leukemia.Semantic proximity Read

The gene expression classifier ALLCatchR identifies B-precursor ALL subtypes and underlying developmental trajectories across ageSemantic proximity Read

Multi-Cohort Transcriptomic Subtyping of B-Cell Acute Lymphoblastic LeukemiaSemantic proximity Read

The Gene Expression Classifier ALLCatchR Identifies B-cell Precursor ALL Subtypes and Underlying Developmental Trajectories Across AgeSemantic proximity Read

The machine-learning classifier ALLCatchR2 identifies 20 T-ALL subtypes across cohorts and age groupsSemantic proximity Read

T-cell acute lymphoblastic leukaemia: subtype prevalence, clinical outcome, and emerging targeted treatmentsSemantic proximity Read

Multimodal classification of molecular subtypes in pediatric acute lymphoblastic leukemiaSemantic proximity Read

Multimodal classification of molecular subtypes in pediatric acute lymphoblastic leukemiaSemantic proximity Read

The application of RNA sequencing for the diagnosis and genomic classification of pediatric acute lymphoblastic leukemiaSemantic proximity Read

IntegrateALL: an end-to-end RNA-seq analysis pipeline for multilevel data extraction and interpretable subtype classification in B-precursor ALLSemantic proximity Read

Transcriptional landscape of B cell precursor acute lymphoblastic leukemia based on an international study of 1,223 casesSemantic proximity Read