Hermawan, Adam and Putri, Herwandhani and Utomo, Rohmad Yudi (2021) Exploration of targets and molecular mechanisms of cinnamaldehyde in overcoming fulvestrant-resistant breast cancer: a bioinformatics study. Network Modeling Analysis in Health Informatics and Bioinformatics, 10 (1). ISSN 21926662
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The efficacy of fulvestrant therapy for estrogen receptor positive (ER+) or luminal breast cancer therapy may decrease on account of chemoresistance, which contributes to tumor relapse and metastasis. Cinnamaldehyde has previously been shown to trigger apoptosis in MCF-7 cells, which are ER+ breast cancer cells. This study aimed to identify the targets and molecular mechanisms of cinnamaldehyde in overcoming fulvestrant-resistant breast cancer using a bioinformatics approach. The microarray data of fulvestrant-resistant and cinnamaldehyde-treated MCF-7 cells were obtained from GSE74391 and GSE85871, respectively, and a total of 310 differentially expressed genes (DEGs) were recovered from these databases. Gene Ontology analysis revealed several DEGs that participated in metabolic processes, responded to a stimulus, were located in the membrane and nucleus, and regulated the molecular functions of the protein and ion binding. Drug association analysis revealed the associations between these DEGs and protein kinase inhibitors. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis showed that the DEGs regulated pathways for cancer, erbB, and MAPK signaling. Genetic alterations for each target gene ranged from 3 to 14 (CDK2, 3; MDM2, 6; KRAS, 7; PIK3R1, 7; CDH1, 8; ESR1, 14). Further investigation was conducted to examine the impact of genetic alterations on the signaling, resulting in BRCA-2012-RTK-RAS-PI(3)K-pathway. This study identified six possible targets of cinnamaldehyde in overcoming fulvestrant-resistant breast cancer, including CDK2, MDM2, KRAS, PIK3R1, CDH1, and ESR1. PI3K/Akt signaling is a possible target of cinnamaldehyde in overcoming fulvestrant-resistant breast cancer. Molecular docking study results showed that cinnamaldehyde could bind to several protein targets with specific properties and could also be considered to inhibit the activity of target proteins because of its protein-binding distance. Further investigations to verify the findings of this study are necessary. © 2021, The Author(s), under exclusive licence to Springer-Verlag GmbH Austria, part of Springer Nature.
Item Type: | Article |
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Additional Information: | Cited by: 4 |
Uncontrolled Keywords: | Biochemistry; Bioinformatics; Cancer cells; Cell death; Diseases; Genes; Proteins; Signaling; actin; alpha 1 antitrypsin; beta spectrin; cadherin; cadherin 1; caveolin 1; cinnamaldehyde; cyclic AMP responsive element binding protein; cyclin dependent kinase 2; epidermal growth factor receptor 4; estrogen receptor alpha; fulvestrant; K ras protein; mouse double minute 2 homolog; p21 activated kinase 2; phosphatidylinositol 3 kinase; presenilin 1; progesterone; protein kinase C alpha; protein kinase Fyn; protein kinase inhibitor; reactive oxygen metabolite; retinoblastoma protein; serine arginine rich splicing factor; serine arginine rich splicing factor 1; STAT3 protein; unclassified drug; Breast Cancer; Cinnamaldehyde; Differentially expressed gene; Estrogen receptor; Fulvestrant resistance; Genetic alterations; MCF-7 cells; Molecular mechanism; PI3K/Akt signaling; Protein-binding; acute myeloid leukemia; Article; bioinformatics; breast cancer; chronic myeloid leukemia; DNA microarray; down regulation; epithelial mesenchymal transition; focal adhesion; fulvestrant resistant breast cancer; gene expression; gene mutation; gene ontology; human; human cell; Kirsten murine sarcoma virus; MAPK signaling; MCF-7 cell line; molecular docking; mRNA expression level; non small cell lung cancer; pancreas cancer; Pi3K/Akt signaling; protein expression; protein protein interaction; small cell lung cancer; thyroid cancer; upregulation; virus myocarditis; Gene Ontology |
Subjects: | R Medicine > RS Pharmacy and materia medica |
Divisions: | Faculty of Pharmacy |
Depositing User: | Sri JUNANDI |
Date Deposited: | 27 Sep 2024 04:31 |
Last Modified: | 27 Sep 2024 04:31 |
URI: | https://ir.lib.ugm.ac.id/id/eprint/4544 |