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The use of genomic variants to drive drug repurposing for chronic hepatitis B
BACKGROUND: One of the main challenges in personalized medicine is to establish and apply a large number of variants from genomic databases into clinical diagnostics and further facilitate genome-driven drug repurposing. By utilizing biological chronic hepatitis B infection (CHB) risk genes, our stu...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9271961/ https://www.ncbi.nlm.nih.gov/pubmed/35832745 http://dx.doi.org/10.1016/j.bbrep.2022.101307 |
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author | Irham, Lalu Muhammad Adikusuma, Wirawan Perwitasari, Dyah Aryani Dania, Haafizah Maliza, Rita Faridah, Imaniar Noor Santri, Ichtiarini Nurullita Phiri, Yohane Vincent Abero Cheung, Rocky |
author_facet | Irham, Lalu Muhammad Adikusuma, Wirawan Perwitasari, Dyah Aryani Dania, Haafizah Maliza, Rita Faridah, Imaniar Noor Santri, Ichtiarini Nurullita Phiri, Yohane Vincent Abero Cheung, Rocky |
author_sort | Irham, Lalu Muhammad |
collection | PubMed |
description | BACKGROUND: One of the main challenges in personalized medicine is to establish and apply a large number of variants from genomic databases into clinical diagnostics and further facilitate genome-driven drug repurposing. By utilizing biological chronic hepatitis B infection (CHB) risk genes, our study proposed a systematic approach to use genomic variants to drive drug repurposing for CHB. METHOD: The genomic variants were retrieved from the Genome-Wide Association Study (GWAS) and Phenome-Wide Association Study (PheWAS) databases. Then, the biological CHB risk genes crucial for CHB progression were prioritized based on the scoring system devised with five strict functional annotation criteria. A score of ≥ 2 were categorized as the biological CHB risk genes and further shed light on drug target genes for CHB treatments. Overlapping druggable targets were identified using two drug databases (DrugBank and Drug-Gene Interaction Database (DGIdb)). RESULTS: A total of 44 biological CHB risk genes were screened based on the scoring system from five functional annotation criteria. Interestingly, we found 6 druggable targets that overlapped with 18 drugs with status of undergoing clinical trials for CHB, and 9 druggable targets that overlapped with 20 drugs undergoing preclinical investigations for CHB. Eight druggable targets were identified, overlapping with 25 drugs that can potentially be repurposed for CHB. Notably, CD40 and HLA-DPB1 were identified as promising targets for CHB drug repurposing based on the target scores. CONCLUSION: Through the integration of genomic variants and a bioinformatic approach, our findings suggested the plausibility of CHB genomic variant-driven drug repurposing for CHB. |
format | Online Article Text |
id | pubmed-9271961 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-92719612022-07-12 The use of genomic variants to drive drug repurposing for chronic hepatitis B Irham, Lalu Muhammad Adikusuma, Wirawan Perwitasari, Dyah Aryani Dania, Haafizah Maliza, Rita Faridah, Imaniar Noor Santri, Ichtiarini Nurullita Phiri, Yohane Vincent Abero Cheung, Rocky Biochem Biophys Rep Short Communication BACKGROUND: One of the main challenges in personalized medicine is to establish and apply a large number of variants from genomic databases into clinical diagnostics and further facilitate genome-driven drug repurposing. By utilizing biological chronic hepatitis B infection (CHB) risk genes, our study proposed a systematic approach to use genomic variants to drive drug repurposing for CHB. METHOD: The genomic variants were retrieved from the Genome-Wide Association Study (GWAS) and Phenome-Wide Association Study (PheWAS) databases. Then, the biological CHB risk genes crucial for CHB progression were prioritized based on the scoring system devised with five strict functional annotation criteria. A score of ≥ 2 were categorized as the biological CHB risk genes and further shed light on drug target genes for CHB treatments. Overlapping druggable targets were identified using two drug databases (DrugBank and Drug-Gene Interaction Database (DGIdb)). RESULTS: A total of 44 biological CHB risk genes were screened based on the scoring system from five functional annotation criteria. Interestingly, we found 6 druggable targets that overlapped with 18 drugs with status of undergoing clinical trials for CHB, and 9 druggable targets that overlapped with 20 drugs undergoing preclinical investigations for CHB. Eight druggable targets were identified, overlapping with 25 drugs that can potentially be repurposed for CHB. Notably, CD40 and HLA-DPB1 were identified as promising targets for CHB drug repurposing based on the target scores. CONCLUSION: Through the integration of genomic variants and a bioinformatic approach, our findings suggested the plausibility of CHB genomic variant-driven drug repurposing for CHB. Elsevier 2022-07-08 /pmc/articles/PMC9271961/ /pubmed/35832745 http://dx.doi.org/10.1016/j.bbrep.2022.101307 Text en © 2022 The Author(s) 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 | Short Communication Irham, Lalu Muhammad Adikusuma, Wirawan Perwitasari, Dyah Aryani Dania, Haafizah Maliza, Rita Faridah, Imaniar Noor Santri, Ichtiarini Nurullita Phiri, Yohane Vincent Abero Cheung, Rocky The use of genomic variants to drive drug repurposing for chronic hepatitis B |
title | The use of genomic variants to drive drug repurposing for chronic hepatitis B |
title_full | The use of genomic variants to drive drug repurposing for chronic hepatitis B |
title_fullStr | The use of genomic variants to drive drug repurposing for chronic hepatitis B |
title_full_unstemmed | The use of genomic variants to drive drug repurposing for chronic hepatitis B |
title_short | The use of genomic variants to drive drug repurposing for chronic hepatitis B |
title_sort | use of genomic variants to drive drug repurposing for chronic hepatitis b |
topic | Short Communication |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9271961/ https://www.ncbi.nlm.nih.gov/pubmed/35832745 http://dx.doi.org/10.1016/j.bbrep.2022.101307 |
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