Literature DB >> 33169510

Molecular genomic features associated with in vitro response of the NCI-60 cancer cell line panel to natural products.

Julia Krushkal1, Simarjeet Negi1, Laura M Yee1, Jason R Evans2, Tanja Grkovic3, Alida Palmisano1,4, Jianwen Fang1, Hari Sankaran1, Lisa M McShane1, Yingdong Zhao1, Barry R O'Keefe2,5.   

Abstract

Natural products remain a significant source of anticancer chemotherapeutics. The search for targeted drugs for cancer treatment includes consideration of natural products, which may provide new opportunities for antitumor cytotoxicity as single agents or in combination therapy. We examined the association of molecular genomic features in the well-characterized NCI-60 cancer cell line panel with in vitro response to treatment with 1302 small molecules which included natural products, semisynthetic natural product derivatives, and synthetic compounds based on a natural product pharmacophore from the Developmental Therapeutics Program of the US National Cancer Institute's database. These compounds were obtained from a variety of plant, marine, and microbial species. Molecular information utilized for the analysis included expression measures for 23059 annotated transcripts, lncRNAs, and miRNAs, and data on protein-changing single nucleotide variants in 211 cancer-related genes. We found associations of expression of multiple genes including SLFN11, CYP2J2, EPHX1, GPC1, ELF3, and MGMT involved in DNA damage repair, NOTCH family members, ABC and SLC transporters, and both mutations in tyrosine kinases and BRAF V600E with NCI-60 responses to specific categories of natural products. Hierarchical clustering identified groups of natural products, which correlated with a specific mechanism of action. Specifically, several natural product clusters were associated with SLFN11 gene expression, suggesting that potential action of these compounds may involve DNA damage. The associations between gene expression or genome alterations of functionally relevant genes with the response of cancer cells to natural products provide new information about potential mechanisms of action of these identified clusters of compounds with potentially similar biological effects. This information will assist in future drug discovery and in design of new targeted cancer chemotherapy agents.
© 2020 The Authors. Published by FEBS Press and John Wiley & Sons Ltd.

Entities:  

Keywords:  DNA mutation; cancer cell lines; drug response; gene expression; natural products; single nucleotide variation

Mesh:

Substances:

Year:  2020        PMID: 33169510      PMCID: PMC7858122          DOI: 10.1002/1878-0261.12849

Source DB:  PubMed          Journal:  Mol Oncol        ISSN: 1574-7891            Impact factor:   7.449


  139 in total

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2.  Pharmacogenomics of in vitro response of the NCI-60 cancer cell line panel to Indian natural products.

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