Artificial intelligence for drug discovery: Are we there yet?
Drug discovery is adapting to novel technologies such as data science, informatics, and
artificial intelligence (AI) to accelerate effective treatment development while reducing costs …
artificial intelligence (AI) to accelerate effective treatment development while reducing costs …
[HTML][HTML] Illuminating the druggable genome: Pathways to progress
KR Sharma, CM Colvis, GP Rodgers, DM Sheeley - Drug discovery today, 2024 - Elsevier
There are∼ 4500 genes within the 'druggable genome', the subset of the human genome
that expresses proteins able to bind drug-like molecules, yet existing drugs only target a few …
that expresses proteins able to bind drug-like molecules, yet existing drugs only target a few …
Pharos 2023: an integrated resource for the understudied human proteome
Abstract The Illuminating the Druggable Genome (IDG) project aims to improve our
understanding of understudied proteins and our ability to study them in the context of …
understanding of understudied proteins and our ability to study them in the context of …
Cytoscape stringApp 2.0: analysis and visualization of heterogeneous biological networks
Biological networks are often used to represent complex biological systems, which can
contain several types of entities. Analysis and visualization of such networks is supported by …
contain several types of entities. Analysis and visualization of such networks is supported by …
PTMD 2.0: an updated database of disease-associated post-translational modifications
X Huang, Z Feng, D Liu, Y Gou, M Chen… - Nucleic Acids …, 2025 - academic.oup.com
Various post-translational modifications (PTMs) participate in nearly all aspects of biological
processes by regulating protein functions, and aberrant states of PTMs are frequently …
processes by regulating protein functions, and aberrant states of PTMs are frequently …
Toxicology knowledge graph for structural birth defects
Background Birth defects are functional and structural abnormalities that impact about 1 in
33 births in the United States. They have been attributed to genetic and other factors such as …
33 births in the United States. They have been attributed to genetic and other factors such as …
Glioblastoma and its treatment are associated with extensive accelerated brain aging
AP Ainslie, M Klaver, DC Voshart, E Gerrits… - Aging …, 2024 - Wiley Online Library
Progressive neurocognitive dysfunction is the leading cause of a reduced quality of life in
patients with primary brain tumors. Understanding how the human brain responds to cancer …
patients with primary brain tumors. Understanding how the human brain responds to cancer …
TRIM28-dependent developmental heterogeneity determines cancer susceptibility through distinct epigenetic states
Mutations in cancer risk genes increase susceptibility, but not all carriers develop cancer.
Indeed, while DNA mutations are necessary drivers of cancer, only a small subset of …
Indeed, while DNA mutations are necessary drivers of cancer, only a small subset of …
[HTML][HTML] PCPE-2 (procollagen C-proteinase enhancer-2): the NON-IDENTICAL twin of PCPE-1
M Napoli, J Bauer, C Bonod, S Vadon-Le Goff, C Moali - Matrix Biology, 2024 - Elsevier
PCPE-2 was discovered at the beginning of this century, and was soon identified as a close
homolog of PCPE-1 (procollagen C-proteinase enhancer 1). After the demonstration that it …
homolog of PCPE-1 (procollagen C-proteinase enhancer 1). After the demonstration that it …
[HTML][HTML] Overview of the knowledge management center for illuminating the druggable genome
The Knowledge Management Center (KMC) for the Illuminating the Druggable Genome
(IDG) project aims to aggregate, update, and articulate protein-centric data knowledge for …
(IDG) project aims to aggregate, update, and articulate protein-centric data knowledge for …