Big data analytics in healthcare

A Belle, R Thiagarajan… - BioMed research …, 2015 - Wiley Online Library
The rapidly expanding field of big data analytics has started to play a pivotal role in the
evolution of healthcare practices and research. It has provided tools to accumulate, manage …

Venn diagrams in bioinformatics

A Jia, L Xu, Y Wang - Briefings in bioinformatics, 2021 - academic.oup.com
Venn diagrams are widely used tools for graphical depiction of the unions, intersections and
distinctions among multiple datasets, and a large number of programs have been developed …

Metascape provides a biologist-oriented resource for the analysis of systems-level datasets

Y Zhou, B Zhou, L Pache, M Chang… - Nature …, 2019 - nature.com
A critical component in the interpretation of systems-level studies is the inference of enriched
biological pathways and protein complexes contained within OMICs datasets. Successful …

Identifying significantly impacted pathways: a comprehensive review and assessment

TM Nguyen, A Shafi, T Nguyen, S Draghici - Genome biology, 2019 - Springer
Background Many high-throughput experiments compare two phenotypes such as disease
vs. healthy, with the goal of understanding the underlying biological phenomena …

Genetic redundancy fuels polygenic adaptation in Drosophila

N Barghi, R Tobler, V Nolte, AM Jakšić, F Mallard… - PLoS …, 2019 - journals.plos.org
The genetic architecture of adaptive traits is of key importance to predict evolutionary
responses. Most adaptive traits are polygenic—ie, result from selection on a large number of …

Aging of blood can be tracked by DNA methylation changes at just three CpG sites

CI Weidner, Q Lin, CM Koch, L Eisele, F Beier… - Genome biology, 2014 - Springer
Background Human aging is associated with DNA methylation changes at specific sites in
the genome. These epigenetic modifications may be used to track donor age for forensic …

Gene ontology analysis for RNA-seq: accounting for selection bias

MD Young, MJ Wakefield, GK Smyth, A Oshlack - Genome biology, 2010 - Springer
We present GOseq, an application for performing Gene Ontology (GO) analysis on RNA-seq
data. GO analysis is widely used to reduce complexity and highlight biological processes in …

ClueGO: a Cytoscape plug-in to decipher functionally grouped gene ontology and pathway annotation networks

G Bindea, B Mlecnik, H Hackl, P Charoentong… - …, 2009 - academic.oup.com
We have developed ClueGO, an easy to use Cytoscape plug-in that strongly improves
biological interpretation of large lists of genes. ClueGO integrates Gene Ontology (GO) terms …

Bioinformatics enrichment tools: paths toward the comprehensive functional analysis of large gene lists

DW Huang, BT Sherman, RA Lempicki - Nucleic acids research, 2009 - academic.oup.com
Functional analysis of large gene lists, derived in most cases from emerging high-throughput
genomic, proteomic and bioinformatics scanning approaches, is still a challenging and …

Ten years of pathway analysis: current approaches and outstanding challenges

P Khatri, M Sirota, AJ Butte - PLoS computational biology, 2012 - journals.plos.org
Pathway analysis has become the first choice for gaining insight into the underlying biology
of differentially expressed genes and proteins, as it reduces complexity and has increased …