naphthoquinones and celastrol

The discovery of macromolecular targets for bioactive agents is currently a bottleneck for the informed design of chemical probes and drug leads. Typically, activity profiling against genetically manipulated cell lines or chemical proteomics is pursued to shed light on their biology and deconvolute drug-target networks. By taking advantage of the ever-growing wealth of publicly available bioactivity data, learning algorithms now provide an attractive means to generate statistically motivated research hypotheses and thereby prioritize biochemical screens. Here, we highlight recent successes in machine intelligence for target identification and discuss challenges and opportunities for drug discovery.

Topics: Antineoplastic Agents; Computer Simulation; Drug Evaluation, Preclinical; Humans; Lipoxygenase; Machine Learning; Molecular Targeted Therapy; Naphthoquinones; Pentacyclic Triterpenes; Proteomics; Receptors, Cannabinoid; Sesquiterpenes; Sesquiterpenes, Guaiane; Transient Receptor Potential Channels

The proteasome is a multicatalytic protease complex whose activity is required for the growth of normal or tumor cells. It has been shown that human cancer cells are more sensitive to proteasome inhibition than normal cells, indicating that the proteasome could be a target of chemotherapy. Studies suggest that traditional Chinese medicine (TCM) is an effective approach for cancer treatment. Here we reviewed several TCMs for their potential in treatment of cancer. This short review focuses mainly on the TCMs that potentially target the tumor cellular proteasome and NF-kappaB pathway whose activation is dependent on the proteasome activity.

Topics: Animals; Antineoplastic Agents, Phytogenic; Benzyl Compounds; Curcumin; Diterpenes; Drug Delivery Systems; Drug Screening Assays, Antitumor; Drugs, Chinese Herbal; Epoxy Compounds; Humans; Medicine, Chinese Traditional; Molecular Structure; Naphthoquinones; Neoplasms; Pentacyclic Triterpenes; Phenanthrenes; Phenols; Proteasome Endopeptidase Complex; Signal Transduction; Triterpenes