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Showing 1–9 of 9 results
Advanced filters: Author: Charles-Hugues Lardeau Clear advanced filters
  • Identifying active compounds for a target is time- and resource-intensive. Here, the authors show that deep learning models trained on Cell Painting and single-point activity data, can reliably predict compound activity across diverse targets while maintaining high hit rates and scaffold diversity.

    • Johan Fredin Haslum
    • Charles-Hugues Lardeau
    • Erik Müllers
    ResearchOpen Access
    Nature Communications
    Volume: 15, P: 1-11
  • Our understanding of the mechanisms of drug interactions remains limited. Here the authors introduce a framework to study how complex cellular perturbations induced by different drugs affect each other in morphological feature space.

    • Michael Caldera
    • Felix Müller
    • Jörg Menche
    ResearchOpen Access
    Nature Communications
    Volume: 10, P: 1-14
  • A set of CRISPR–Cas9-based genetic screens in a haploid human cell line identifies more than 200 gene–drug associations involving solute carriers (SLCs), transporters important for the uptake and activity of cytotoxic drugs.

    • Enrico Girardi
    • Adrián César-Razquin
    • Giulio Superti-Furga
    Research
    Nature Chemical Biology
    Volume: 16, P: 469-478
  • The use of a refined chemical library called the CeMM library of unique drugs (CLOUD) identified a synergistic interaction between flutamide and phenprocoumon in decreasing the growth of prostate cancer cells by regulating androgen receptor stability.

    • Marco P Licciardello
    • Anna Ringler
    • Stefan Kubicek
    Research
    Nature Chemical Biology
    Volume: 13, P: 771-778
  • A high-content screening platform that measures the immunological potential of small-molecule and biologic drugs by computationally determining changes in the physical interactions among peripheral mononuclear leukocytes revealed known immunomodulators and also approved drugs as regulators of unexpected targets, including MST1R.

    • Gregory I Vladimer
    • Berend Snijder
    • Giulio Superti-Furga
    Research
    Nature Chemical Biology
    Volume: 13, P: 681-690
  • We provide an updated protocol for image-based profiling with Cell Painting. A detailed procedure, with standardized conditions for the assay, is presented, along with a comprehensive description of parameters to be considered when optimizing the assay.

    • Beth A. Cimini
    • Srinivas Niranj Chandrasekaran
    • Anne E. Carpenter
    Protocols
    Nature Protocols
    Volume: 18, P: 1981-2013