Academic Journal

Hypoglycemia, Vascular Disease and Cognitive Dysfunction in Diabetes: Insights from Text Mining-Based Reconstruction and Bioinformatics Analysis of the Gene Networks

التفاصيل البيبلوغرافية
العنوان: Hypoglycemia, Vascular Disease and Cognitive Dysfunction in Diabetes: Insights from Text Mining-Based Reconstruction and Bioinformatics Analysis of the Gene Networks
المؤلفون: Olga V. Saik, Vadim V. Klimontov
المصدر: International Journal of Molecular Sciences; Volume 22; Issue 22; Pages: 12419
بيانات النشر: Multidisciplinary Digital Publishing Institute
سنة النشر: 2021
المجموعة: MDPI Open Access Publishing
مصطلحات موضوعية: hypoglycemia, diabetes, cardiovascular disease, diabetic retinopathy, diabetic nephropathy, cognitive dysfunction, Alzheimer’s disease, diabetic neuropathy, gene networks, ANDsystem
جغرافية الموضوع: agris
الوصف: Hypoglycemia has been recognized as a risk factor for diabetic vascular complications and cognitive decline, but the molecular mechanisms of the effect of hypoglycemia on target organs are not fully understood. In this work, gene networks of hypoglycemia and cardiovascular disease, diabetic retinopathy, diabetic nephropathy, diabetic neuropathy, cognitive decline, and Alzheimer’s disease were reconstructed using ANDSystem, a text-mining-based tool. The gene network of hypoglycemia included 141 genes and 2467 interactions. Enrichment analysis of Gene Ontology (GO) biological processes showed that the regulation of insulin secretion, glucose homeostasis, apoptosis, nitric oxide biosynthesis, and cell signaling are significantly enriched for hypoglycemia. Among the network hubs, INS, IL6, LEP, TNF, IL1B, EGFR, and FOS had the highest betweenness centrality, while GPR142, MBOAT4, SLC5A4, IGFBP6, PPY, G6PC1, SLC2A2, GYS2, GCGR, and AQP7 demonstrated the highest cross-talk specificity. Hypoglycemia-related genes were overrepresented in the gene networks of diabetic complications and comorbidity; moreover, 14 genes were mutual for all studied disorders. Eleven GO biological processes (glucose homeostasis, nitric oxide biosynthesis, smooth muscle cell proliferation, ERK1 and ERK2 cascade, etc.) were overrepresented in all reconstructed networks. The obtained results expand our understanding of the molecular mechanisms underlying the deteriorating effects of hypoglycemia in diabetes-associated vascular disease and cognitive dysfunction.
نوع الوثيقة: text
وصف الملف: application/pdf
اللغة: English
Relation: Molecular Endocrinology and Metabolism; https://dx.doi.org/10.3390/ijms222212419
DOI: 10.3390/ijms222212419
الاتاحة: https://doi.org/10.3390/ijms222212419
Rights: https://creativecommons.org/licenses/by/4.0/
رقم الانضمام: edsbas.64D94544
قاعدة البيانات: BASE