NetREm Network Regression Embeddings reveal cell-type transcription factor coordination for gene regulation

S Khullar, X Huang, R Ramesh, J Svaren, D Wang - bioRxiv, 2023 - biorxiv.org
Transcription factor (TF) coordination plays a key role in target gene (TG) regulation via
protein-protein interactions (PPIs) and DNA co-binding to regulatory elements. Single-cell …

[HTML][HTML] A large-scale cancer-specific protein-DNA interaction network

Y Lu, A Berenson, R Lane, I Guelin, Z Li, Y Chen… - bioRxiv, 2024 - ncbi.nlm.nih.gov
Cancer development and progression are generally associated with dysregulation of gene
expression, often resulting from changes in transcription factor (TF) sequence or expression …

Identification and catalogue of viral transcriptional regulators in human diseases

C Citu, L Chang, AM Manuel, N Enduru, Z Zhao - bioRxiv, 2024 - biorxiv.org
Viral genomes encode viral transcriptional regulators (vTRs) that manipulate host gene
expression to facilitate replication and evade immune detection. Nevertheless, their role in …

The MYB-related transcription factor MYPOP acts as a selective regulator of cancer cell growth

L Florin, J Strunk, A Hüppner, M Sial, M Plath… - 2024 - researchsquare.com
The MYB-related transcription factor and partner of profilin (MYPOP or p42POP) is a
ubiquitously expressed and understudied protein, recently discovered in restricting …

Unraveling the complexity: Advanced methods in analyzing DNA, RNA, and protein interactions

ML Peixoto, E Madan - Advances in cancer research, 2024 - pubmed.ncbi.nlm.nih.gov
Exploring the intricate interplay within and between nucleic acids, as well as their
interactions with proteins, holds pivotal significance in unraveling the molecular complexities …

Biological-Network Guided Machine Learning for Understanding Gene Regulation in Human Brains and Disease Phenotypes From Multi-Omics Data

S Khullar - 2024 - search.proquest.com
Understanding the genetic basis of nervous system diseases, such as Alzheimer's disease
(AD), is crucial due to their profound impact on global health and individual quality of life …

Viral cis-regulatory elements as sensors of cellular states and environmental cues

JT Rottenberg, TH Taslim, LF Soto-Ugaldi… - Trends in Genetics, 2024 - cell.com
To withstand a hostile cellular environment and replicate, viruses must sense, interpret, and
respond to many internal and external cues. Retroviruses and DNA viruses can intercept …

[CITAS][C] Cutting Edge Artificial Intelligence, Spatial Transcriptomics and Proteomics Approaches to Analyze Cancer

KD Tew, PB Fisher, E Madan, R Gogna - 2024 - Elsevier