Machine learning for integrating data in biology and medicine: Principles, practice, and opportunities

M Zitnik, F Nguyen, B Wang, J Leskovec… - Information …, 2019 - Elsevier
New technologies have enabled the investigation of biology and human health at an
unprecedented scale and in multiple dimensions. These dimensions include a myriad of …

The biology and mathematical modelling of glioma invasion: a review

JCL Alfonso, K Talkenberger… - Journal of the …, 2017 - royalsocietypublishing.org
Adult gliomas are aggressive brain tumours associated with low patient survival rates and
limited life expectancy. The most important hallmark of this type of tumour is its invasive …

SEACells infers transcriptional and epigenomic cellular states from single-cell genomics data

S Persad, ZN Choo, C Dien, N Sohail, I Masilionis… - Nature …, 2023 - nature.com
Metacells are cell groupings derived from single-cell sequencing data that represent highly
granular, distinct cell states. Here we present single-cell aggregation of cell states …

The tumor microenvironment underlies acquired resistance to CSF-1R inhibition in gliomas

DF Quail, RL Bowman, L Akkari, ML Quick… - Science, 2016 - science.org
INTRODUCTION Therapies targeted against the tumor microenvironment (TME) represent a
promising approach for treating cancer. This appeal arises in part from the decreased …

miRNA–target chimeras reveal miRNA 3′-end pairing as a major determinant of Argonaute target specificity

MJ Moore, TKH Scheel, JM Luna, CY Park… - Nature …, 2015 - nature.com
Abstract microRNAs (miRNAs) act as sequence-specific guides for Argonaute (AGO)
proteins, which mediate posttranscriptional silencing of target messenger RNAs. Despite …

ISMARA: automated modeling of genomic signals as a democracy of regulatory motifs

PJ Balwierz, M Pachkov, P Arnold, AJ Gruber… - Genome …, 2014 - genome.cshlp.org
Accurate reconstruction of the regulatory networks that control gene expression is one of the
key current challenges in molecular biology. Although gene expression and chromatin state …

miR-182 integrates apoptosis, growth, and differentiation programs in glioblastoma

FM Kouri, LA Hurley, WL Daniel, ES Day… - Genes & …, 2015 - genesdev.cshlp.org
Glioblastoma multiforme (GBM) is a lethal, therapy-resistant brain cancer consisting of
numerous tumor cell subpopulations, including stem-like glioma-initiating cells (GICs), which …

MicroRNA-218 Inhibits Glioma Invasion, Migration, Proliferation, and Cancer Stem-like Cell Self-Renewal by Targeting the Polycomb Group Gene Bmi1

Y Tu, X Gao, G Li, H Fu, D Cui, H Liu, W Jin, Y Zhang - Cancer research, 2013 - AACR
Malignant gliomas are the most common central nervous system tumors and the molecular
mechanism driving their development and recurrence is still largely unknown, limiting the …

Analysis of microRNA-target interactions across diverse cancer types

A Jacobsen, J Silber, G Harinath, JT Huse… - Nature structural & …, 2013 - nature.com
Little is known about the extent to which individual microRNAs (miRNAs) regulate common
processes of tumor biology across diverse cancer types. Using molecular profiles of> 3,000 …

Dysregulation of miRNA-9 in a subset of schizophrenia patient-derived neural progenitor cells

A Topol, S Zhu, BJ Hartley, J English, ME Hauberg… - Cell reports, 2016 - cell.com
Converging evidence indicates that microRNAs (miRNAs) may contribute to disease risk for
schizophrenia (SZ). We show that microRNA-9 (miR-9) is abundantly expressed in control …