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Network-based drug repurposing for HPV-associated cervical cancer

In women, cervical cancer (CC) is the fourth most common cancer around the world with average cases of 604,000 and 342,000 deaths per year. Approximately 50% of high-grade CC are attributed to human papillomavirus (HPV) types 16 and 18. Chances of CC in HPV-positive patients are 6 times more than HP...

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Autores principales: Ahmed, Faheem, Yang, Young Jin, Samantasinghar, Anupama, Kim, Young Woo, Ko, Jeong Beom, Choi, Kyung Hyun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10618120/
https://www.ncbi.nlm.nih.gov/pubmed/37920815
http://dx.doi.org/10.1016/j.csbj.2023.10.038
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author Ahmed, Faheem
Yang, Young Jin
Samantasinghar, Anupama
Kim, Young Woo
Ko, Jeong Beom
Choi, Kyung Hyun
author_facet Ahmed, Faheem
Yang, Young Jin
Samantasinghar, Anupama
Kim, Young Woo
Ko, Jeong Beom
Choi, Kyung Hyun
author_sort Ahmed, Faheem
collection PubMed
description In women, cervical cancer (CC) is the fourth most common cancer around the world with average cases of 604,000 and 342,000 deaths per year. Approximately 50% of high-grade CC are attributed to human papillomavirus (HPV) types 16 and 18. Chances of CC in HPV-positive patients are 6 times more than HPV-negative patients which demands timely and effective treatment. Repurposing of drugs is considered a viable approach to drug discovery which makes use of existing drugs, thus potentially reducing the time and costs associated with de-novo drug discovery. In this study, we present an integrative drug repurposing framework based on a systems biology-enabled network medicine platform. First, we built an HPV-induced CC protein interaction network named HPV2C following the CC signatures defined by the omics dataset, obtained from GEO database. Second, the drug target interaction (DTI) data obtained from DrugBank, and related databases was used to model the DTI network followed by drug target network proximity analysis of HPV-host associated key targets and DTIs in the human protein interactome. This analysis identified 142 potential anti-HPV repurposable drugs to target HPV induced CC pathways. Third, as per the literature survey 51 of the predicted drugs are already used for CC and 33 of the remaining drugs have anti-viral activity. Gene set enrichment analysis of potential drugs in drug-gene signatures and in HPV-induced CC-specific transcriptomic data in human cell lines additionally validated the predictions. Finally, 13 drug combinations were found using a network based on overlapping exposure. To summarize, the study provides effective network-based technique to quickly identify suitable repurposable drugs and drug combinations that target HPV-associated CC.
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spelling pubmed-106181202023-11-02 Network-based drug repurposing for HPV-associated cervical cancer Ahmed, Faheem Yang, Young Jin Samantasinghar, Anupama Kim, Young Woo Ko, Jeong Beom Choi, Kyung Hyun Comput Struct Biotechnol J Research Article In women, cervical cancer (CC) is the fourth most common cancer around the world with average cases of 604,000 and 342,000 deaths per year. Approximately 50% of high-grade CC are attributed to human papillomavirus (HPV) types 16 and 18. Chances of CC in HPV-positive patients are 6 times more than HPV-negative patients which demands timely and effective treatment. Repurposing of drugs is considered a viable approach to drug discovery which makes use of existing drugs, thus potentially reducing the time and costs associated with de-novo drug discovery. In this study, we present an integrative drug repurposing framework based on a systems biology-enabled network medicine platform. First, we built an HPV-induced CC protein interaction network named HPV2C following the CC signatures defined by the omics dataset, obtained from GEO database. Second, the drug target interaction (DTI) data obtained from DrugBank, and related databases was used to model the DTI network followed by drug target network proximity analysis of HPV-host associated key targets and DTIs in the human protein interactome. This analysis identified 142 potential anti-HPV repurposable drugs to target HPV induced CC pathways. Third, as per the literature survey 51 of the predicted drugs are already used for CC and 33 of the remaining drugs have anti-viral activity. Gene set enrichment analysis of potential drugs in drug-gene signatures and in HPV-induced CC-specific transcriptomic data in human cell lines additionally validated the predictions. Finally, 13 drug combinations were found using a network based on overlapping exposure. To summarize, the study provides effective network-based technique to quickly identify suitable repurposable drugs and drug combinations that target HPV-associated CC. Research Network of Computational and Structural Biotechnology 2023-10-19 /pmc/articles/PMC10618120/ /pubmed/37920815 http://dx.doi.org/10.1016/j.csbj.2023.10.038 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Ahmed, Faheem
Yang, Young Jin
Samantasinghar, Anupama
Kim, Young Woo
Ko, Jeong Beom
Choi, Kyung Hyun
Network-based drug repurposing for HPV-associated cervical cancer
title Network-based drug repurposing for HPV-associated cervical cancer
title_full Network-based drug repurposing for HPV-associated cervical cancer
title_fullStr Network-based drug repurposing for HPV-associated cervical cancer
title_full_unstemmed Network-based drug repurposing for HPV-associated cervical cancer
title_short Network-based drug repurposing for HPV-associated cervical cancer
title_sort network-based drug repurposing for hpv-associated cervical cancer
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10618120/
https://www.ncbi.nlm.nih.gov/pubmed/37920815
http://dx.doi.org/10.1016/j.csbj.2023.10.038
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