Derivation and application of molecular signatures to prostate cancer: opportunities and challenges
D Doultsinos, IG Mills - Cancers, 2021 - mdpi.com
Simple Summary Prostate cancer continues to exert a significant public health burden
across the globe with hundreds of thousands of new diagnoses per year. There have been …
across the globe with hundreds of thousands of new diagnoses per year. There have been …
Inferring TF activities and activity regulators from gene expression data with constraints from TF perturbation data
CZ Ma, MR Brent - Bioinformatics, 2021 - academic.oup.com
Motivation The activity of a transcription factor (TF) in a sample of cells is the extent to which
it is exerting its regulatory potential. Many methods of inferring TF activity from gene …
it is exerting its regulatory potential. Many methods of inferring TF activity from gene …
An integrated multi-omics approach to identify regulatory mechanisms in cancer metastatic processes
Background Metastatic progress is the primary cause of death in most cancers, yet the
regulatory dynamics driving the cellular changes necessary for metastasis remain poorly …
regulatory dynamics driving the cellular changes necessary for metastasis remain poorly …
Evaluating adaptive stress response gene signatures using transcriptomics
B Chambers, I Shah - Computational Toxicology, 2021 - Elsevier
Stress response pathways (SRPs) mitigate the cellular effects of chemicals, but excessive
perturbation can lead to adverse outcomes. Here, we investigated a computational …
perturbation can lead to adverse outcomes. Here, we investigated a computational …
Inference of phenotype-relevant transcriptional regulatory networks elucidates cancer type-specific regulatory mechanisms in a pan-cancer study
Reconstruction of transcriptional regulatory networks (TRNs) is a powerful approach to
unravel the gene expression programs involved in healthy and disease states of a cell …
unravel the gene expression programs involved in healthy and disease states of a cell …
[PDF][PDF] Derivation and Application of Molecular Signatures to Prostate Cancer: Opportunities and Challenges. Cancers 2021, 13, 495
D Doultsinos, IG Mills - 2021 - pdfs.semanticscholar.org
Prostate cancer is a high-incidence cancer that requires improved patient stratification to
ensure accurate predictions of risk and treatment response. Due to the significant …
ensure accurate predictions of risk and treatment response. Due to the significant …