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Exploration of the common pathogenic link between COVID‐19 and diabetic foot ulcers: An in silico approach
BACKGROUND AND AIMS: The Coronavirus Disease‐19 (COVID‐19) is posing an ongoing threat to human health. Patients of diabetic foot ulcer (DFU) are susceptible to COVID‐19‐induced adverse outcomes. Nevertheless, investigations into their mutual molecular mechanisms have been limited to date. In the pr...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10626003/ https://www.ncbi.nlm.nih.gov/pubmed/37936615 http://dx.doi.org/10.1002/hsr2.1686 |
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author | Cai, Xueyao Yang, Ruijin Shi, Wenjun Cai, Yuchen Ma, Zhengzheng |
author_facet | Cai, Xueyao Yang, Ruijin Shi, Wenjun Cai, Yuchen Ma, Zhengzheng |
author_sort | Cai, Xueyao |
collection | PubMed |
description | BACKGROUND AND AIMS: The Coronavirus Disease‐19 (COVID‐19) is posing an ongoing threat to human health. Patients of diabetic foot ulcer (DFU) are susceptible to COVID‐19‐induced adverse outcomes. Nevertheless, investigations into their mutual molecular mechanisms have been limited to date. In the present work, we tried to uncover the shared pathogenesis and regulatory gene targets of COVID‐19 and DFU. METHODS: In this study, we chose GSE161281 as the COVID‐19 data set, which contained severe acute respiratory syndrome coronavirus 2 infected human induced embryonic stem cell‐derived peripheral neurons (n = 2) with uninfected controls (n = 2). The GSE134431 designated as the DFU data set, comprising full‐thickness DFU (n = 13) and diabetic foot skin (n = 8) samples from diabetic patients. The differential expressed genes (DEGs) were identified from GSE161281 and GSE134431, and the common DEGs between COVID‐19 and DFU were extracted. Multifactor regulatory network and co‐expression network of the common DEGs were analyzed, along with candidate drug prediction. RESULTS: Altogether, six common DEGs (dickkopf‐related protein 1 [DKK1], serine proteinase inhibitor A3 [SERPINA3], ras homolog family member D [RHOD], myelin protein zero like 3 [MPZL3], Claudin‐11 [CLDN11], and epidermal growth factor receptor pathway substrate 8‐like 1 [EPS8L1]) were found between COVID‐19 and DFU. Functional analyses indicated that pathways of apoptotic and Wnt signaling may contribute to progression of COVID‐19. Gene co‐expression network implied the shared pathways of immune regulation and cytokine response participated collectively in the development of DFU and COVID‐19. A multifactor regulatory network was constructed integrating the corresponding microRNAs (miRNAs) and transcription factors. Additionally, we proposed potential drug objects for the combined therapy. CONCLUSION: Our study revealed the shared molecular mechanisms underlying COVID‐19 and DFU. The identified pivotal targets and common pathways can provide new perspectives for further research and assist the development of management strategies in patients of DFU complicated with COVID‐19. |
format | Online Article Text |
id | pubmed-10626003 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-106260032023-11-07 Exploration of the common pathogenic link between COVID‐19 and diabetic foot ulcers: An in silico approach Cai, Xueyao Yang, Ruijin Shi, Wenjun Cai, Yuchen Ma, Zhengzheng Health Sci Rep Original Research BACKGROUND AND AIMS: The Coronavirus Disease‐19 (COVID‐19) is posing an ongoing threat to human health. Patients of diabetic foot ulcer (DFU) are susceptible to COVID‐19‐induced adverse outcomes. Nevertheless, investigations into their mutual molecular mechanisms have been limited to date. In the present work, we tried to uncover the shared pathogenesis and regulatory gene targets of COVID‐19 and DFU. METHODS: In this study, we chose GSE161281 as the COVID‐19 data set, which contained severe acute respiratory syndrome coronavirus 2 infected human induced embryonic stem cell‐derived peripheral neurons (n = 2) with uninfected controls (n = 2). The GSE134431 designated as the DFU data set, comprising full‐thickness DFU (n = 13) and diabetic foot skin (n = 8) samples from diabetic patients. The differential expressed genes (DEGs) were identified from GSE161281 and GSE134431, and the common DEGs between COVID‐19 and DFU were extracted. Multifactor regulatory network and co‐expression network of the common DEGs were analyzed, along with candidate drug prediction. RESULTS: Altogether, six common DEGs (dickkopf‐related protein 1 [DKK1], serine proteinase inhibitor A3 [SERPINA3], ras homolog family member D [RHOD], myelin protein zero like 3 [MPZL3], Claudin‐11 [CLDN11], and epidermal growth factor receptor pathway substrate 8‐like 1 [EPS8L1]) were found between COVID‐19 and DFU. Functional analyses indicated that pathways of apoptotic and Wnt signaling may contribute to progression of COVID‐19. Gene co‐expression network implied the shared pathways of immune regulation and cytokine response participated collectively in the development of DFU and COVID‐19. A multifactor regulatory network was constructed integrating the corresponding microRNAs (miRNAs) and transcription factors. Additionally, we proposed potential drug objects for the combined therapy. CONCLUSION: Our study revealed the shared molecular mechanisms underlying COVID‐19 and DFU. The identified pivotal targets and common pathways can provide new perspectives for further research and assist the development of management strategies in patients of DFU complicated with COVID‐19. John Wiley and Sons Inc. 2023-11-05 /pmc/articles/PMC10626003/ /pubmed/37936615 http://dx.doi.org/10.1002/hsr2.1686 Text en © 2023 The Authors. Health Science Reports published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Original Research Cai, Xueyao Yang, Ruijin Shi, Wenjun Cai, Yuchen Ma, Zhengzheng Exploration of the common pathogenic link between COVID‐19 and diabetic foot ulcers: An in silico approach |
title | Exploration of the common pathogenic link between COVID‐19 and diabetic foot ulcers: An in silico approach |
title_full | Exploration of the common pathogenic link between COVID‐19 and diabetic foot ulcers: An in silico approach |
title_fullStr | Exploration of the common pathogenic link between COVID‐19 and diabetic foot ulcers: An in silico approach |
title_full_unstemmed | Exploration of the common pathogenic link between COVID‐19 and diabetic foot ulcers: An in silico approach |
title_short | Exploration of the common pathogenic link between COVID‐19 and diabetic foot ulcers: An in silico approach |
title_sort | exploration of the common pathogenic link between covid‐19 and diabetic foot ulcers: an in silico approach |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10626003/ https://www.ncbi.nlm.nih.gov/pubmed/37936615 http://dx.doi.org/10.1002/hsr2.1686 |
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