Cargando…

Integrated Transcriptome and Molecular Docking to Identify the Hub Superimposed Attenuation Targets of Curcumin in Breast Cancer Cells

Numerous in vitro and in vivo studies have shown that curcumin primarily activates apoptotic pathways in cancer cells and inhibits cancer progression by modulating various molecular targets. In this study, we utilized reverse docking servers to predict 444 human proteins that may potentially be targ...

Descripción completa

Detalles Bibliográficos
Autores principales: Wang, Rui, Yu, Hao, Chen, Peide, Yuan, Ting, Zhang, Jing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10419115/
https://www.ncbi.nlm.nih.gov/pubmed/37569854
http://dx.doi.org/10.3390/ijms241512479
_version_ 1785088433605050368
author Wang, Rui
Yu, Hao
Chen, Peide
Yuan, Ting
Zhang, Jing
author_facet Wang, Rui
Yu, Hao
Chen, Peide
Yuan, Ting
Zhang, Jing
author_sort Wang, Rui
collection PubMed
description Numerous in vitro and in vivo studies have shown that curcumin primarily activates apoptotic pathways in cancer cells and inhibits cancer progression by modulating various molecular targets. In this study, we utilized reverse docking servers to predict 444 human proteins that may potentially be targeted by curcumin. Then, high-throughput assays were conducted by using RNA-seq technology on curcumin-treated MCF-7 (human breast cancer ER (+)) and MDA-MB-231 (human breast cancer ER(-)/TNBC) cancer cell lines. Enrichment analysis identified seven and eight significantly down-regulated signaling pathways in these two cell lines, where the enriched genes were used to construct protein–protein interaction networks. From these networks, the MCODE algorithm screened out 42 hub targets, which are core genes of the RTK-(PI3K-AKT)/(MEK/ERK1/2) crosstalk network. Genetic alteration and expression patterns of hub targets of curcumin may be closely related to the overall pathogenesis and prognosis of breast cancer. MAPKAPK3, AKT3, CDK5, IGF1R, and MAPK11 are potential prognostic markers and therapeutic targets of curcumin in patients with triple-negative breast cancer. Molecular docking and transcriptomic results confirmed that curcumin can inhibit these high-scoring targets at the protein level. Additionally, these targets can act as self-feedback factors, relying on the cascading repressive effects in the network to limit their own transcription at the mRNA level. In conclusion, the integration of transcriptomic and molecular docking approaches enables the rapid identification of dual or multiple inhibitory targets of curcumin in breast cancer. Our study provides the potential elucidation of the anti-cancer mechanism of curcumin.
format Online
Article
Text
id pubmed-10419115
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-104191152023-08-12 Integrated Transcriptome and Molecular Docking to Identify the Hub Superimposed Attenuation Targets of Curcumin in Breast Cancer Cells Wang, Rui Yu, Hao Chen, Peide Yuan, Ting Zhang, Jing Int J Mol Sci Article Numerous in vitro and in vivo studies have shown that curcumin primarily activates apoptotic pathways in cancer cells and inhibits cancer progression by modulating various molecular targets. In this study, we utilized reverse docking servers to predict 444 human proteins that may potentially be targeted by curcumin. Then, high-throughput assays were conducted by using RNA-seq technology on curcumin-treated MCF-7 (human breast cancer ER (+)) and MDA-MB-231 (human breast cancer ER(-)/TNBC) cancer cell lines. Enrichment analysis identified seven and eight significantly down-regulated signaling pathways in these two cell lines, where the enriched genes were used to construct protein–protein interaction networks. From these networks, the MCODE algorithm screened out 42 hub targets, which are core genes of the RTK-(PI3K-AKT)/(MEK/ERK1/2) crosstalk network. Genetic alteration and expression patterns of hub targets of curcumin may be closely related to the overall pathogenesis and prognosis of breast cancer. MAPKAPK3, AKT3, CDK5, IGF1R, and MAPK11 are potential prognostic markers and therapeutic targets of curcumin in patients with triple-negative breast cancer. Molecular docking and transcriptomic results confirmed that curcumin can inhibit these high-scoring targets at the protein level. Additionally, these targets can act as self-feedback factors, relying on the cascading repressive effects in the network to limit their own transcription at the mRNA level. In conclusion, the integration of transcriptomic and molecular docking approaches enables the rapid identification of dual or multiple inhibitory targets of curcumin in breast cancer. Our study provides the potential elucidation of the anti-cancer mechanism of curcumin. MDPI 2023-08-05 /pmc/articles/PMC10419115/ /pubmed/37569854 http://dx.doi.org/10.3390/ijms241512479 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Wang, Rui
Yu, Hao
Chen, Peide
Yuan, Ting
Zhang, Jing
Integrated Transcriptome and Molecular Docking to Identify the Hub Superimposed Attenuation Targets of Curcumin in Breast Cancer Cells
title Integrated Transcriptome and Molecular Docking to Identify the Hub Superimposed Attenuation Targets of Curcumin in Breast Cancer Cells
title_full Integrated Transcriptome and Molecular Docking to Identify the Hub Superimposed Attenuation Targets of Curcumin in Breast Cancer Cells
title_fullStr Integrated Transcriptome and Molecular Docking to Identify the Hub Superimposed Attenuation Targets of Curcumin in Breast Cancer Cells
title_full_unstemmed Integrated Transcriptome and Molecular Docking to Identify the Hub Superimposed Attenuation Targets of Curcumin in Breast Cancer Cells
title_short Integrated Transcriptome and Molecular Docking to Identify the Hub Superimposed Attenuation Targets of Curcumin in Breast Cancer Cells
title_sort integrated transcriptome and molecular docking to identify the hub superimposed attenuation targets of curcumin in breast cancer cells
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10419115/
https://www.ncbi.nlm.nih.gov/pubmed/37569854
http://dx.doi.org/10.3390/ijms241512479
work_keys_str_mv AT wangrui integratedtranscriptomeandmoleculardockingtoidentifythehubsuperimposedattenuationtargetsofcurcumininbreastcancercells
AT yuhao integratedtranscriptomeandmoleculardockingtoidentifythehubsuperimposedattenuationtargetsofcurcumininbreastcancercells
AT chenpeide integratedtranscriptomeandmoleculardockingtoidentifythehubsuperimposedattenuationtargetsofcurcumininbreastcancercells
AT yuanting integratedtranscriptomeandmoleculardockingtoidentifythehubsuperimposedattenuationtargetsofcurcumininbreastcancercells
AT zhangjing integratedtranscriptomeandmoleculardockingtoidentifythehubsuperimposedattenuationtargetsofcurcumininbreastcancercells