Deep learning in drug discovery: an integrative review and future challenges

H Askr, E Elgeldawi, H Aboul Ella… - Artificial Intelligence …, 2023 - Springer
Recently, using artificial intelligence (AI) in drug discovery has received much attention
since it significantly shortens the time and cost of developing new drugs. Deep learning (DL) …

Untangling the roles of TOP2A and TOP2B in transcription and cancer

L Uusküla-Reimand, MD Wilson - Science advances, 2022 - science.org
Type II topoisomerases (TOP2) are conserved regulators of chromatin topology that catalyze
reversible DNA double-strand breaks (DSBs) and are essential for maintaining genomic …

The STRING database in 2023: protein–protein association networks and functional enrichment analyses for any sequenced genome of interest

D Szklarczyk, R Kirsch, M Koutrouli… - Nucleic acids …, 2023 - academic.oup.com
Much of the complexity within cells arises from functional and regulatory interactions among
proteins. The core of these interactions is increasingly known, but novel interactions …

Computed structures of core eukaryotic protein complexes

IR Humphreys, J Pei, M Baek, A Krishnakumar… - Science, 2021 - science.org
INTRODUCTION Protein-protein interactions play critical roles in biology, but the structures
of many eukaryotic protein complexes are unknown, and there are likely many interactions …

Building a knowledge graph to enable precision medicine

P Chandak, K Huang, M Zitnik - Scientific Data, 2023 - nature.com
Developing personalized diagnostic strategies and targeted treatments requires a deep
understanding of disease biology and the ability to dissect the relationship between …

WormBase in 2022—data, processes, and tools for analyzing Caenorhabditis elegans

P Davis, M Zarowiecki, V Arnaboldi, A Becerra… - Genetics, 2022 - academic.oup.com
Abstract WormBase (www. wormbase. org) is the central repository for the genetics and
genomics of the nematode Caenorhabditis elegans. We provide the research community …

AnimalTFDB 4.0: a comprehensive animal transcription factor database updated with variation and expression annotations

WK Shen, SY Chen, ZQ Gan, YZ Zhang… - Nucleic acids …, 2023 - academic.oup.com
Transcription factors (TFs) are proteins that interact with specific DNA sequences to regulate
gene expression and play crucial roles in all kinds of biological processes. To keep up with …

Shared mechanisms across the major psychiatric and neurodegenerative diseases

TS Wingo, Y Liu, ES Gerasimov, SM Vattathil… - Nature …, 2022 - nature.com
Several common psychiatric and neurodegenerative diseases share epidemiologic risk;
however, whether they share pathophysiology is unclear and is the focus of our …

Blood-derived lncRNAs as biomarkers for cancer diagnosis: the Good, the Bad and the Beauty

C Badowski, B He, LX Garmire - NPJ precision oncology, 2022 - nature.com
Cancer ranks as one of the deadliest diseases worldwide. The high mortality rate associated
with cancer is partially due to the lack of reliable early detection methods and/or inaccurate …

Genome-wide CRISPRi/a screens in human neurons link lysosomal failure to ferroptosis

R Tian, A Abarientos, J Hong, SH Hashemi, R Yan… - Nature …, 2021 - nature.com
Single-cell transcriptomics provide a systematic map of gene expression in different human
cell types. The next challenge is to systematically understand cell-type-specific gene …