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Pharmacogenomics of in vitro response of the NCI-60 cancer cell line panel to Indian natural products
BACKGROUND: Indian natural products have been anecdotally used for cancer treatment but with limited efficacy. To better understand their mechanism, we examined the publicly available data for the activity of Indian natural products in the NCI-60 cell line panel. METHODS: We examined associations of...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9077913/ https://www.ncbi.nlm.nih.gov/pubmed/35525914 http://dx.doi.org/10.1186/s12885-022-09580-7 |
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author | Sankaran, Hari Negi, Simarjeet McShane, Lisa M. Zhao, Yingdong Krushkal, Julia |
author_facet | Sankaran, Hari Negi, Simarjeet McShane, Lisa M. Zhao, Yingdong Krushkal, Julia |
author_sort | Sankaran, Hari |
collection | PubMed |
description | BACKGROUND: Indian natural products have been anecdotally used for cancer treatment but with limited efficacy. To better understand their mechanism, we examined the publicly available data for the activity of Indian natural products in the NCI-60 cell line panel. METHODS: We examined associations of molecular genomic features in the well-characterized NCI-60 cancer cell line panel with in vitro response to treatment with 75 compounds derived from Indian plant-based natural products. We analyzed expression measures for annotated transcripts, lncRNAs, and miRNAs, and protein-changing single nucleotide variants in cancer-related genes. We also examined the similarities between cancer cell line response to Indian natural products and response to reference anti-tumor compounds recorded in a U.S. National Cancer Institute (NCI) Developmental Therapeutics Program database. RESULTS: Hierarchical clustering based on cell line response measures identified clustering of Phyllanthus and cucurbitacin products with known anti-tumor agents with anti-mitotic mechanisms of action. Curcumin and curcuminoids mostly clustered together. We found associations of response to Indian natural products with expression of multiple genes, notably including SLC7A11 involved in solute transport and ATAD3A and ATAD3B encoding mitochondrial ATPase proteins, as well as significant associations with functional single nucleotide variants, including BRAF V600E. CONCLUSION: These findings suggest potential mechanisms of action and novel associations of in vitro response with gene expression and some cancer-related mutations that increase our understanding of these Indian natural products. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12885-022-09580-7. |
format | Online Article Text |
id | pubmed-9077913 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-90779132022-05-08 Pharmacogenomics of in vitro response of the NCI-60 cancer cell line panel to Indian natural products Sankaran, Hari Negi, Simarjeet McShane, Lisa M. Zhao, Yingdong Krushkal, Julia BMC Cancer Research BACKGROUND: Indian natural products have been anecdotally used for cancer treatment but with limited efficacy. To better understand their mechanism, we examined the publicly available data for the activity of Indian natural products in the NCI-60 cell line panel. METHODS: We examined associations of molecular genomic features in the well-characterized NCI-60 cancer cell line panel with in vitro response to treatment with 75 compounds derived from Indian plant-based natural products. We analyzed expression measures for annotated transcripts, lncRNAs, and miRNAs, and protein-changing single nucleotide variants in cancer-related genes. We also examined the similarities between cancer cell line response to Indian natural products and response to reference anti-tumor compounds recorded in a U.S. National Cancer Institute (NCI) Developmental Therapeutics Program database. RESULTS: Hierarchical clustering based on cell line response measures identified clustering of Phyllanthus and cucurbitacin products with known anti-tumor agents with anti-mitotic mechanisms of action. Curcumin and curcuminoids mostly clustered together. We found associations of response to Indian natural products with expression of multiple genes, notably including SLC7A11 involved in solute transport and ATAD3A and ATAD3B encoding mitochondrial ATPase proteins, as well as significant associations with functional single nucleotide variants, including BRAF V600E. CONCLUSION: These findings suggest potential mechanisms of action and novel associations of in vitro response with gene expression and some cancer-related mutations that increase our understanding of these Indian natural products. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12885-022-09580-7. BioMed Central 2022-05-07 /pmc/articles/PMC9077913/ /pubmed/35525914 http://dx.doi.org/10.1186/s12885-022-09580-7 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Sankaran, Hari Negi, Simarjeet McShane, Lisa M. Zhao, Yingdong Krushkal, Julia Pharmacogenomics of in vitro response of the NCI-60 cancer cell line panel to Indian natural products |
title | Pharmacogenomics of in vitro response of the NCI-60 cancer cell line panel to Indian natural products |
title_full | Pharmacogenomics of in vitro response of the NCI-60 cancer cell line panel to Indian natural products |
title_fullStr | Pharmacogenomics of in vitro response of the NCI-60 cancer cell line panel to Indian natural products |
title_full_unstemmed | Pharmacogenomics of in vitro response of the NCI-60 cancer cell line panel to Indian natural products |
title_short | Pharmacogenomics of in vitro response of the NCI-60 cancer cell line panel to Indian natural products |
title_sort | pharmacogenomics of in vitro response of the nci-60 cancer cell line panel to indian natural products |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9077913/ https://www.ncbi.nlm.nih.gov/pubmed/35525914 http://dx.doi.org/10.1186/s12885-022-09580-7 |
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