Combined analysis of circRNA and mRNA profiles and interactions in patients with Diabetic Foot and Diabetes Mellitus.

Wanni Zhao, Jianfeng Liang, Zuoguan Chen, Yongpeng Diao, Gang Miao
Author Information
  1. Wanni Zhao: Department of General Surgery, Beijing Hospital, National Center of Gerontology; Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China. ORCID
  2. Jianfeng Liang: Department of Neurosurgery, Peking University International Hospital, Beijing, China.
  3. Zuoguan Chen: Department of Vascular Surgery, Beijing Hospital, National Center of Gerontology; Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.
  4. Yongpeng Diao: Department of Vascular Surgery, Beijing Hospital, National Center of Gerontology; Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.
  5. Gang Miao: Department of General Surgery, Beijing Hospital, National Center of Gerontology; Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.

Abstract

In order to elucidate the pathogenesis and explore new biomarkers for diabetes and diabetic foot (DF), an analysis using RNA sequencing affords broader insights into gene expression regulatory networks in DF. To better explore the molecular basis of DF, we carried out an analysis of circular RNA (circRNA) and messenger RNA (mRNA) expression profiles of serum samples from DF patients and diabetes mellitus (DM) patients. The potential roles and interactions of differentially expressed circRNAs and mRNAs were classified by gene ontology enrichment and Kyoto Encyclopedia of Genes and Genomes pathway analyses. Compared with diabetes patients, 279 mRNAs were upregulated and 353 mRNAs were downregulated in the serum of DF patients, and 33 circRNAs were differently expressed. The differential genes at the nodes of the interaction network were screened, and TLR6 RUNX1 and ST2 were found to be related to the progression of diabetes and DF. The enrichment pathway analysis revealed that the lysosomal pathway played a critical role in the occurrence and development of DF. TLR6, RUNX1, and ST2 mRNA expressions and the lysosomal pathway may be involved in the pathogenesis of diabetes and DF. In addition, methane metabolism and Chagas disease pathways were observed in the occurrence and development of DF, which is a new discovery in this study. This study provides clues on the molecular mechanisms of DF at the circRNA and mRNA levels.

Keywords

References

  1. Front Pharmacol. 2020 Mar 03;11:191 [PMID: 32194418]
  2. Metabolism. 2016 Dec;65(12):1755-1767 [PMID: 27832863]
  3. Noncoding RNA Res. 2016 Nov 12;1(1):43-50 [PMID: 30159410]
  4. Clin Sci (Lond). 2019 Aug 14;133(15):1759-1777 [PMID: 31383716]
  5. Data Brief. 2018 Mar 21;18:736-739 [PMID: 29900229]
  6. Medicine (Baltimore). 2018 Jul;97(28):e11455 [PMID: 29995800]
  7. J Cell Biochem. 2019 Oct;120(10):17520-17533 [PMID: 31106482]
  8. Diabetes Metab Syndr. 2018 Nov;12(6):1065-1070 [PMID: 30168428]
  9. Biosci Rep. 2016 Sep 16;36(5): [PMID: 27534430]
  10. Curr Opin Rheumatol. 2013 Jan;25(1):87-91 [PMID: 23114588]
  11. J Cell Physiol. 2019 Feb;234(2):1469-1476 [PMID: 30054916]
  12. Oncotarget. 2017 Jan 17;8(3):4585-4606 [PMID: 27992366]
  13. Adv Exp Med Biol. 2018;1087:357-370 [PMID: 30259380]
  14. Eur J Clin Microbiol Infect Dis. 2020 Feb;39(2):353-360 [PMID: 31786695]
  15. Exp Cell Res. 2018 May 1;366(1):55-62 [PMID: 29545091]
  16. Exp Ther Med. 2016 May;11(5):2011-2014 [PMID: 27168843]
  17. Stem Cells. 2004;22(7):1191-204 [PMID: 15579639]
  18. Int Wound J. 2020 Oct;17(5):1183-1193 [PMID: 32573975]
  19. Arterioscler Thromb Vasc Biol. 2012 Dec;32(12):e149-60 [PMID: 23065828]
  20. Cell Death Dis. 2018 Jan 24;9(2):96 [PMID: 29367588]
  21. Cancer Lett. 2016 May 1;374(2):224-8 [PMID: 26898937]
  22. Adv Ther. 2014 Aug;31(8):817-36 [PMID: 25069580]
  23. Diabetes Res Clin Pract. 2016 Aug;118:140-5 [PMID: 27371779]
  24. PLoS One. 2013 Sep 16;8(9):e74162 [PMID: 24066113]
  25. J Tissue Viability. 2016 Nov;25(4):229-236 [PMID: 27372176]
  26. Clin Nephrol. 2019 Jul;92(1):25-35 [PMID: 31079598]
  27. Diabetes. 2017 Jul;66(7):1950-1956 [PMID: 28400392]
  28. Gynecol Oncol. 2019 Jan;152(1):194-201 [PMID: 30297273]
  29. Exp Eye Res. 2015 Sep;138:114-23 [PMID: 26091789]
  30. Microvasc Res. 2015 Jan;97:55-64 [PMID: 25283348]

Grants

  1. /National Natural Science Foundation of China, Grant/Award Numbers: 81900431, 81301092;Beijing Hospital Project, Grant/Award Numbers: BJ2018031, BJ2018038;Beijing Natural Science Foundation, Grant/Award Numbers: 7192186

MeSH Term

Diabetes Mellitus
Diabetic Foot
Gene Regulatory Networks
Humans
RNA
RNA, Circular
RNA, Messenger

Chemicals

RNA, Circular
RNA, Messenger
RNA

Word Cloud

Created with Highcharts 10.0.0DFdiabetesmRNApatientsanalysiscircRNApathwayRNAmRNAspathogenesisexplorenewdiabeticfootgeneexpressionmolecularprofilesserummellitusinteractionsexpressedcircRNAsenrichmentTLR6RUNX1ST2lysosomaloccurrencedevelopmentstudyorderelucidatebiomarkersusingsequencingaffordsbroaderinsightsregulatorynetworksbetterbasiscarriedcircularmessengersamplesDMpotentialrolesdifferentiallyclassifiedontologyKyotoEncyclopediaGenesGenomesanalysesCompared279upregulated353downregulated33differentlydifferentialgenesnodesinteractionnetworkscreenedfoundrelatedprogressionrevealedplayedcriticalroleexpressionsmayinvolvedadditionmethanemetabolismChagasdiseasepathwaysobserveddiscoveryprovidescluesmechanismslevelsCombinedDiabeticFootDiabetesMellitus

Similar Articles

Cited By