Gene regulatory network inference in the era of single-cell multi-omics

P Badia-i-Mompel, L Wessels, S Müller-Dott… - Nature Reviews …, 2023 - nature.com
The interplay between chromatin, transcription factors and genes generates complex
regulatory circuits that can be represented as gene regulatory networks (GRNs). The study …

Non-coding RNAs in disease: from mechanisms to therapeutics

K Nemeth, R Bayraktar, M Ferracin… - Nature Reviews Genetics, 2024 - nature.com
Non-coding RNAs (ncRNAs) are a heterogeneous group of transcripts that, by definition, are
not translated into proteins. Since their discovery, ncRNAs have emerged as important …

Current progress and open challenges for applying deep learning across the biosciences

N Sapoval, A Aghazadeh, MG Nute… - Nature …, 2022 - nature.com
Deep Learning (DL) has recently enabled unprecedented advances in one of the grand
challenges in computational biology: the half-century-old problem of protein structure …

Large-scale cis- and trans-eQTL analyses identify thousands of genetic loci and polygenic scores that regulate blood gene expression

U Võsa, A Claringbould, HJ Westra, MJ Bonder… - Nature …, 2021 - nature.com
Trait-associated genetic variants affect complex phenotypes primarily via regulatory
mechanisms on the transcriptome. To investigate the genetics of gene expression, we …

[HTML][HTML] Conserved pan-cancer microenvironment subtypes predict response to immunotherapy

A Bagaev, N Kotlov, K Nomie, V Svekolkin, A Gafurov… - Cancer cell, 2021 - cell.com
The clinical use of molecular targeted therapy is rapidly evolving but has primarily focused
on genomic alterations. Transcriptomic analysis offers an opportunity to dissect the …

[HTML][HTML] Doxorubicin-induced cardiotoxicity: An update on the molecular mechanism and novel therapeutic strategies for effective management

PS Rawat, A Jaiswal, A Khurana, JS Bhatti… - Biomedicine & …, 2021 - Elsevier
Doxorubicin (Dox) is a secondary metabolite of the mutated strain of Streptomyces peucetius
var. Caesius and belongs to the anthracyclines family. The anti-cancer activity of Dox is …

Pangenome-based genome inference allows efficient and accurate genotyping across a wide spectrum of variant classes

J Ebler, P Ebert, WE Clarke, T Rausch, PA Audano… - Nature …, 2022 - nature.com
Typical genotyping workflows map reads to a reference genome before identifying genetic
variants. Generating such alignments introduces reference biases and comes with …

Expanded encyclopaedias of DNA elements in the human and mouse genomes

JE Moore, MJ Purcaro, HE Pratt, CB Epstein… - Nature, 2020 - nature.com
The human and mouse genomes contain instructions that specify RNAs and proteins and
govern the timing, magnitude, and cellular context of their production. To better delineate …

[HTML][HTML] A transcription factor atlas of directed differentiation

J Joung, S Ma, T Tay, KR Geiger-Schuller… - Cell, 2023 - cell.com
Transcription factors (TFs) regulate gene programs, thereby controlling diverse cellular
processes and cell states. To comprehensively understand TFs and the programs they …

miRNet 2.0: network-based visual analytics for miRNA functional analysis and systems biology

L Chang, G Zhou, O Soufan, J Xia - Nucleic acids research, 2020 - academic.oup.com
Abstract miRNet is an easy-to-use, web-based platform designed to help elucidate
microRNA (miRNA) functions by integrating users' data with existing knowledge via network …