Application of machine learning in the management of acute myeloid leukemia: current practice and future prospects

JN Eckardt, M Bornhäuser, K Wendt… - Blood …, 2020 - ashpublications.org
Abstract Machine learning (ML) is rapidly emerging in several fields of cancer research. ML
algorithms can deal with vast amounts of medical data and provide a better understanding of …

The prognostic landscape of genes and infiltrating immune cells across human cancers

AJ Gentles, AM Newman, CL Liu, SV Bratman… - Nature medicine, 2015 - nature.com
Molecular profiles of tumors and tumor-associated cells hold great promise as biomarkers of
clinical outcomes. However, existing data sets are fragmented and difficult to analyze …

A single-cell resolution map of mouse hematopoietic stem and progenitor cell differentiation

S Nestorowa, FK Hamey, B Pijuan Sala… - Blood, The Journal …, 2016 - ashpublications.org
Maintenance of the blood system requires balanced cell fate decisions by hematopoietic
stem and progenitor cells (HSPCs). Because cell fate choices are executed at the individual …

Regulatory network control of blood stem cells

B Göttgens - Blood, The Journal of the American Society of …, 2015 - ashpublications.org
Hematopoietic stem cells (HSCs) are characterized by their ability to execute a wide range
of cell fate choices, including self-renewal, quiescence, and differentiation into the many …

BloodSpot: a database of healthy and malignant haematopoiesis updated with purified and single cell mRNA sequencing profiles

FO Bagger, S Kinalis, N Rapin - Nucleic acids research, 2019 - academic.oup.com
BloodSpot is a gene-centric database of mRNA expression of haematopoietic cells. The web-
based interface to the database includes three concomitant levels of visualization for a gene …

[HTML][HTML] Diagnosis of fusion genes using targeted RNA sequencing

EE Heyer, IW Deveson, D Wooi, CI Selinger… - Nature …, 2019 - nature.com
Fusion genes are a major cause of cancer. Their rapid and accurate diagnosis can inform
clinical action, but current molecular diagnostic assays are restricted in resolution and …

GPR56 identifies primary human acute myeloid leukemia cells with high repopulating potential in vivo

C Pabst, A Bergeron, VP Lavallée, J Yeh… - Blood, The Journal …, 2016 - ashpublications.org
Acute myeloid leukemia (AML) is a genetically heterogeneous hematologic malignancy,
which is initiated and driven by a rare fraction of leukemia stem cells (LSCs). Despite the …

Hepatic leukemia factor is a novel leukemic stem cell regulator in DNMT3A, NPM1, and FLT3-ITD triple-mutated AML

S Garg, A Reyes-Palomares, L He… - Blood, The Journal …, 2019 - ashpublications.org
Abstract FLT3, DNMT3A, and NPM1 are the most frequently mutated genes in
cytogenetically normal acute myeloid leukemia (AML), but little is known about how these …

NOX4-driven ROS formation mediates PTP inactivation and cell transformation in FLT3ITD-positive AML cells

AK Jayavelu, JP Müller, R Bauer, SA Böhmer, J Lässig… - Leukemia, 2016 - nature.com
Activating mutations of FMS-like tyrosine kinase 3 (FLT3), notably internal tandem
duplications (ITDs), are associated with a grave prognosis in acute myeloid leukemia (AML) …

HemaExplorer: a database of mRNA expression profiles in normal and malignant haematopoiesis

FO Bagger, N Rapin, K Theilgaard-Mönch… - Nucleic acids …, 2013 - academic.oup.com
Abstract The HemaExplorer (http://servers. binf. ku. dk/hemaexplorer) is a curated database
of processed mRNA Gene expression profiles (GEPs) that provides an easy display of gene …