Supervised, unsupervised, and semi-supervised feature selection: a review on gene selection
JC Ang, A Mirzal, H Haron… - IEEE/ACM transactions …, 2015 - ieeexplore.ieee.org
Recently, feature selection and dimensionality reduction have become fundamental tools for
many data mining tasks, especially for processing high-dimensional data such as gene …
many data mining tasks, especially for processing high-dimensional data such as gene …
[HTML][HTML] MLL-rearranged leukemias—an update on science and clinical approaches
AC Winters, KM Bernt - Frontiers in pediatrics, 2017 - frontiersin.org
The mixed-lineage leukemia 1 (MLL1) gene (now renamed Lysine [K]-specific
MethylTransferase 2A or KMT2A) on chromosome 11q23 is disrupted in a unique group of …
MethylTransferase 2A or KMT2A) on chromosome 11q23 is disrupted in a unique group of …
The genetic basis and cell of origin of mixed phenotype acute leukaemia
TB Alexander, Z Gu, I Iacobucci, K Dickerson, JK Choi… - Nature, 2018 - nature.com
Mixed phenotype acute leukaemia (MPAL) is a high-risk subtype of leukaemia with myeloid
and lymphoid features, limited genetic characterization, and a lack of consensus regarding …
and lymphoid features, limited genetic characterization, and a lack of consensus regarding …
IKZF1plus Defines a New Minimal Residual Disease–Dependent Very-Poor Prognostic Profile in Pediatric B-Cell Precursor Acute Lymphoblastic Leukemia
M Stanulla, E Dagdan, M Zaliova, A Möricke… - Journal of Clinical …, 2018 - ascopubs.org
Purpose Somatic deletions that affect the lymphoid transcription factor–coding gene IKZF1
have previously been reported as independently associated with a poor prognosis in …
have previously been reported as independently associated with a poor prognosis in …
Cancer transcriptome profiling at the juncture of clinical translation
M Cieślik, AM Chinnaiyan - Nature Reviews Genetics, 2018 - nature.com
Methodological breakthroughs over the past four decades have repeatedly revolutionized
transcriptome profiling. Using RNA sequencing (RNA-seq), it has now become possible to …
transcriptome profiling. Using RNA sequencing (RNA-seq), it has now become possible to …
Deregulation of DUX4 and ERG in acute lymphoblastic leukemia
Chromosomal rearrangements deregulating hematopoietic transcription factors are common
in acute lymphoblastic leukemia (ALL). Here we show that deregulation of the homeobox …
in acute lymphoblastic leukemia (ALL). Here we show that deregulation of the homeobox …
[HTML][HTML] Revisiting global gene expression analysis
Gene expression analysis is a widely used and powerful method for investigating the
transcriptional behavior of biological systems, for classifying cell states in disease, and for …
transcriptional behavior of biological systems, for classifying cell states in disease, and for …
[PDF][PDF] Selective killing of mixed lineage leukemia cells by a potent small-molecule DOT1L inhibitor
SR Daigle, EJ Olhava, CA Therkelsen, CR Majer… - Cancer cell, 2011 - cell.com
Mislocated enzymatic activity of DOT1L has been proposed as a driver of leukemogenesis in
mixed lineage leukemia (MLL). The characterization of EPZ004777, a potent, selective …
mixed lineage leukemia (MLL). The characterization of EPZ004777, a potent, selective …
[HTML][HTML] Identification of ETV6-RUNX1-like and DUX4-rearranged subtypes in paediatric B-cell precursor acute lymphoblastic leukaemia
H Lilljebjörn, R Henningsson… - Nature …, 2016 - nature.com
Fusion genes are potent driver mutations in cancer. In this study, we delineate the fusion
gene landscape in a consecutive series of 195 paediatric B-cell precursor acute …
gene landscape in a consecutive series of 195 paediatric B-cell precursor acute …
MicroRNA expression profiles classify human cancers
Recent work has revealed the existence of a class of small non-coding RNA species, known
as microRNAs (miRNAs), which have critical functions across various biological processes …
as microRNAs (miRNAs), which have critical functions across various biological processes …