Cargando…
Identification of Critical Molecular Factors and Side Effects Underlying the Response to Thalicthuberine in Prostate Cancer: A Systems Biology Approach
BACKGROUND: Uncontrolled mitosis of cancer cells and resistance cells to chemotherapy drugs are the challenges of prostate cancer. Thalicthuberine causes a mitotic arrest and a reduction of the effects of drug resistance, resulting in cell death. In this study, we applied bioinformatics and computat...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Avicenna Research Institute
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9895985/ https://www.ncbi.nlm.nih.gov/pubmed/36789117 http://dx.doi.org/10.18502/ajmb.v15i1.11425 |
_version_ | 1784881968086777856 |
---|---|
author | Saberi, Fatemeh Dehghan, Zeinab Noori, Effat Taheri, Zahra Sameni, Marzieh Zali, Hakimeh |
author_facet | Saberi, Fatemeh Dehghan, Zeinab Noori, Effat Taheri, Zahra Sameni, Marzieh Zali, Hakimeh |
author_sort | Saberi, Fatemeh |
collection | PubMed |
description | BACKGROUND: Uncontrolled mitosis of cancer cells and resistance cells to chemotherapy drugs are the challenges of prostate cancer. Thalicthuberine causes a mitotic arrest and a reduction of the effects of drug resistance, resulting in cell death. In this study, we applied bioinformatics and computational biology methods to identify functional pathways and side effects in response to Thalicthuberine in prostate cancer patients. METHODS: Microarray data were retrieved from Gene Expression Omnibus (GEO), and protein-protein interactions and gene regulatory networks were constructed, using the Cytoscape software. The critical genes and molecular mechanisms in response to Thalicthuberine and its side effects were identified, using the Cytoscape software and WebGestalt server, respectively. Finally, GEPIA2 was used to predict the relationship between critical genes and prostate cancer. RESULTS: The POLQ, EGR1, CDKN1A, FOS, MDM2, CDC20, CCNB1, and CCNB2 were identified as critical genes in response to this drug. The functional mechanisms of Thalicthuberine include a response to oxygen levels, toxic substances and immobilization stress, cell cycle regulation, regeneration, the p53 signaling pathway, the action of the parathyroid hormone, and the FoxO signaling pathway. Besides, the drug has side effects including muscle cramping, abdominal pains, paresthesia, and metabolic diseases. CONCLUSION: Our model suggested newly predicted crucial genes, molecular mechanisms, and possible side effects of this drug. However, further studies are required. |
format | Online Article Text |
id | pubmed-9895985 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Avicenna Research Institute |
record_format | MEDLINE/PubMed |
spelling | pubmed-98959852023-02-13 Identification of Critical Molecular Factors and Side Effects Underlying the Response to Thalicthuberine in Prostate Cancer: A Systems Biology Approach Saberi, Fatemeh Dehghan, Zeinab Noori, Effat Taheri, Zahra Sameni, Marzieh Zali, Hakimeh Avicenna J Med Biotechnol Original Article BACKGROUND: Uncontrolled mitosis of cancer cells and resistance cells to chemotherapy drugs are the challenges of prostate cancer. Thalicthuberine causes a mitotic arrest and a reduction of the effects of drug resistance, resulting in cell death. In this study, we applied bioinformatics and computational biology methods to identify functional pathways and side effects in response to Thalicthuberine in prostate cancer patients. METHODS: Microarray data were retrieved from Gene Expression Omnibus (GEO), and protein-protein interactions and gene regulatory networks were constructed, using the Cytoscape software. The critical genes and molecular mechanisms in response to Thalicthuberine and its side effects were identified, using the Cytoscape software and WebGestalt server, respectively. Finally, GEPIA2 was used to predict the relationship between critical genes and prostate cancer. RESULTS: The POLQ, EGR1, CDKN1A, FOS, MDM2, CDC20, CCNB1, and CCNB2 were identified as critical genes in response to this drug. The functional mechanisms of Thalicthuberine include a response to oxygen levels, toxic substances and immobilization stress, cell cycle regulation, regeneration, the p53 signaling pathway, the action of the parathyroid hormone, and the FoxO signaling pathway. Besides, the drug has side effects including muscle cramping, abdominal pains, paresthesia, and metabolic diseases. CONCLUSION: Our model suggested newly predicted crucial genes, molecular mechanisms, and possible side effects of this drug. However, further studies are required. Avicenna Research Institute 2023 /pmc/articles/PMC9895985/ /pubmed/36789117 http://dx.doi.org/10.18502/ajmb.v15i1.11425 Text en Copyright© 2023 Avicenna Research Institute https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) |
spellingShingle | Original Article Saberi, Fatemeh Dehghan, Zeinab Noori, Effat Taheri, Zahra Sameni, Marzieh Zali, Hakimeh Identification of Critical Molecular Factors and Side Effects Underlying the Response to Thalicthuberine in Prostate Cancer: A Systems Biology Approach |
title | Identification of Critical Molecular Factors and Side Effects Underlying the Response to Thalicthuberine in Prostate Cancer: A Systems Biology Approach |
title_full | Identification of Critical Molecular Factors and Side Effects Underlying the Response to Thalicthuberine in Prostate Cancer: A Systems Biology Approach |
title_fullStr | Identification of Critical Molecular Factors and Side Effects Underlying the Response to Thalicthuberine in Prostate Cancer: A Systems Biology Approach |
title_full_unstemmed | Identification of Critical Molecular Factors and Side Effects Underlying the Response to Thalicthuberine in Prostate Cancer: A Systems Biology Approach |
title_short | Identification of Critical Molecular Factors and Side Effects Underlying the Response to Thalicthuberine in Prostate Cancer: A Systems Biology Approach |
title_sort | identification of critical molecular factors and side effects underlying the response to thalicthuberine in prostate cancer: a systems biology approach |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9895985/ https://www.ncbi.nlm.nih.gov/pubmed/36789117 http://dx.doi.org/10.18502/ajmb.v15i1.11425 |
work_keys_str_mv | AT saberifatemeh identificationofcriticalmolecularfactorsandsideeffectsunderlyingtheresponsetothalicthuberineinprostatecancerasystemsbiologyapproach AT dehghanzeinab identificationofcriticalmolecularfactorsandsideeffectsunderlyingtheresponsetothalicthuberineinprostatecancerasystemsbiologyapproach AT noorieffat identificationofcriticalmolecularfactorsandsideeffectsunderlyingtheresponsetothalicthuberineinprostatecancerasystemsbiologyapproach AT taherizahra identificationofcriticalmolecularfactorsandsideeffectsunderlyingtheresponsetothalicthuberineinprostatecancerasystemsbiologyapproach AT samenimarzieh identificationofcriticalmolecularfactorsandsideeffectsunderlyingtheresponsetothalicthuberineinprostatecancerasystemsbiologyapproach AT zalihakimeh identificationofcriticalmolecularfactorsandsideeffectsunderlyingtheresponsetothalicthuberineinprostatecancerasystemsbiologyapproach |