Image-based profiling for drug discovery: due for a machine-learning upgrade?
Image-based profiling is a maturing strategy by which the rich information present in
biological images is reduced to a multidimensional profile, a collection of extracted image …
biological images is reduced to a multidimensional profile, a collection of extracted image …
Application of CRISPR/Cas9 to human-induced pluripotent stem cells: from gene editing to drug discovery
C De Masi, P Spitalieri, M Murdocca, G Novelli… - Human genomics, 2020 - Springer
Human-induced pluripotent stem cells (hiPSCs) and CRISPR/Cas9 gene editing system
represent two instruments of basic and translational research, which both allow to acquire …
represent two instruments of basic and translational research, which both allow to acquire …
Natural product fragment combination to performance-diverse pseudo-natural products
M Grigalunas, A Burhop, S Zinken, A Pahl… - Nature …, 2021 - nature.com
Natural product structure and fragment-based compound development inspire pseudo-
natural product design through different combinations of a given natural product fragment …
natural product design through different combinations of a given natural product fragment …
[HTML][HTML] Entrectinib, a new multi-target inhibitor for cancer therapy
Q Jiang, M Li, H Li, L Chen - Biomedicine & Pharmacotherapy, 2022 - Elsevier
Clinical practice shows that when single-target drugs treat multi-factor diseases such as
tumors, cardiovascular system and endocrine system diseases, it is often difficult to achieve …
tumors, cardiovascular system and endocrine system diseases, it is often difficult to achieve …
Chemoproteomics and chemical probes for target discovery
Chemical probes represent versatile tools to validate disease-modifying targets. However,
evaluating the selectivity of chemical probes in complex cellular systems is a major …
evaluating the selectivity of chemical probes in complex cellular systems is a major …
Tetrazole‐based probes for integrated phenotypic screening, Affinity‐Based proteome profiling, and sensitive detection of a cancer biomarker
Target‐identification phenotypic screening has been a powerful approach in drug discovery;
however, it is hindered by difficulties in identifying the underlying cellular targets. To address …
however, it is hindered by difficulties in identifying the underlying cellular targets. To address …
Discovery of novel diaryl-substituted fused heterocycles targeting katanin and tubulin with potent antitumor and antimultidrug resistance efficacy
F Jiang, M Yu, Y Liang, K Ding… - Journal of Medicinal …, 2024 - ACS Publications
Disrupting microtubule dynamics has emerged as a promising strategy for cancer treatment.
However, drug resistance remains a challenge hindering the development of microtubule …
However, drug resistance remains a challenge hindering the development of microtubule …
High-content phenotypic and pathway profiling to advance drug discovery in diseases of unmet need
RE Hughes, RJR Elliott, JC Dawson, NO Carragher - Cell chemical biology, 2021 - cell.com
Conventional thinking in modern drug discovery postulates that the design of highly
selective molecules which act on a single disease-associated target will yield safer and …
selective molecules which act on a single disease-associated target will yield safer and …
Exploring gene knockout strategies to identify potential drug targets using genome-scale metabolic models
Research on new cancer drugs is performed either through gene knockout studies or
phenotypic screening of drugs in cancer cell-lines. Both of these approaches are costly and …
phenotypic screening of drugs in cancer cell-lines. Both of these approaches are costly and …
Predicting compound activity from phenotypic profiles and chemical structures
Predicting assay results for compounds virtually using chemical structures and phenotypic
profiles has the potential to reduce the time and resources of screens for drug discovery …
profiles has the potential to reduce the time and resources of screens for drug discovery …