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Transcriptomics-driven drug repositioning for the treatment of diabetic foot ulcer
Diabetic foot ulcers (DFUs) are a common complication of diabetes and can lead to severe disability and even amputation. Despite advances in treatment, there is currently no cure for DFUs and available drugs for treatment are limited. This study aimed to identify new candidate drugs and repurpose ex...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10282022/ https://www.ncbi.nlm.nih.gov/pubmed/37340026 http://dx.doi.org/10.1038/s41598-023-37120-1 |
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author | Adikusuma, Wirawan Zakaria, Zainul Amiruddin Irham, Lalu Muhammad Nopitasari, Baiq Leny Pradiningsih, Anna Firdayani, Firdayani Septama, Abdi Wira Chong, Rockie |
author_facet | Adikusuma, Wirawan Zakaria, Zainul Amiruddin Irham, Lalu Muhammad Nopitasari, Baiq Leny Pradiningsih, Anna Firdayani, Firdayani Septama, Abdi Wira Chong, Rockie |
author_sort | Adikusuma, Wirawan |
collection | PubMed |
description | Diabetic foot ulcers (DFUs) are a common complication of diabetes and can lead to severe disability and even amputation. Despite advances in treatment, there is currently no cure for DFUs and available drugs for treatment are limited. This study aimed to identify new candidate drugs and repurpose existing drugs to treat DFUs based on transcriptomics analysis. A total of 31 differentially expressed genes (DEGs) were identified and used to prioritize the biological risk genes for DFUs. Further investigation using the database DGIdb revealed 12 druggable target genes among 50 biological DFU risk genes, corresponding to 31 drugs. Interestingly, we highlighted that two drugs (urokinase and lidocaine) are under clinical investigation for DFU and 29 drugs are potential candidates to be repurposed for DFU therapy. The top 5 potential biomarkers for DFU from our findings are IL6ST, CXCL9, IL1R1, CXCR2, and IL10. This study highlights IL1R1 as a highly promising biomarker for DFU due to its high systemic score in functional annotations, that can be targeted with an existing drug, Anakinra. Our study proposed that the integration of transcriptomic and bioinformatic-based approaches has the potential to drive drug repurposing for DFUs. Further research will further examine the mechanisms by which targeting IL1R1 can be used to treat DFU. |
format | Online Article Text |
id | pubmed-10282022 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-102820222023-06-22 Transcriptomics-driven drug repositioning for the treatment of diabetic foot ulcer Adikusuma, Wirawan Zakaria, Zainul Amiruddin Irham, Lalu Muhammad Nopitasari, Baiq Leny Pradiningsih, Anna Firdayani, Firdayani Septama, Abdi Wira Chong, Rockie Sci Rep Article Diabetic foot ulcers (DFUs) are a common complication of diabetes and can lead to severe disability and even amputation. Despite advances in treatment, there is currently no cure for DFUs and available drugs for treatment are limited. This study aimed to identify new candidate drugs and repurpose existing drugs to treat DFUs based on transcriptomics analysis. A total of 31 differentially expressed genes (DEGs) were identified and used to prioritize the biological risk genes for DFUs. Further investigation using the database DGIdb revealed 12 druggable target genes among 50 biological DFU risk genes, corresponding to 31 drugs. Interestingly, we highlighted that two drugs (urokinase and lidocaine) are under clinical investigation for DFU and 29 drugs are potential candidates to be repurposed for DFU therapy. The top 5 potential biomarkers for DFU from our findings are IL6ST, CXCL9, IL1R1, CXCR2, and IL10. This study highlights IL1R1 as a highly promising biomarker for DFU due to its high systemic score in functional annotations, that can be targeted with an existing drug, Anakinra. Our study proposed that the integration of transcriptomic and bioinformatic-based approaches has the potential to drive drug repurposing for DFUs. Further research will further examine the mechanisms by which targeting IL1R1 can be used to treat DFU. Nature Publishing Group UK 2023-06-20 /pmc/articles/PMC10282022/ /pubmed/37340026 http://dx.doi.org/10.1038/s41598-023-37120-1 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Adikusuma, Wirawan Zakaria, Zainul Amiruddin Irham, Lalu Muhammad Nopitasari, Baiq Leny Pradiningsih, Anna Firdayani, Firdayani Septama, Abdi Wira Chong, Rockie Transcriptomics-driven drug repositioning for the treatment of diabetic foot ulcer |
title | Transcriptomics-driven drug repositioning for the treatment of diabetic foot ulcer |
title_full | Transcriptomics-driven drug repositioning for the treatment of diabetic foot ulcer |
title_fullStr | Transcriptomics-driven drug repositioning for the treatment of diabetic foot ulcer |
title_full_unstemmed | Transcriptomics-driven drug repositioning for the treatment of diabetic foot ulcer |
title_short | Transcriptomics-driven drug repositioning for the treatment of diabetic foot ulcer |
title_sort | transcriptomics-driven drug repositioning for the treatment of diabetic foot ulcer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10282022/ https://www.ncbi.nlm.nih.gov/pubmed/37340026 http://dx.doi.org/10.1038/s41598-023-37120-1 |
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