Transcriptomics Revealed Differentially Expressed Transcription Factors and MicroRNAs in Human Diabetic Foot Ulcers.

IF 4 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Proteomes Pub Date : 2024-11-05 DOI:10.3390/proteomes12040032
Vikrant Rai
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引用次数: 0

Abstract

Non-healing diabetic foot ulcers (DFUs) not only significantly increase morbidity and mortality but also cost a lot and drain healthcare resources. Persistent inflammation, decreased angiogenesis, and altered extracellular matrix remodeling contribute to delayed healing or non-healing. Recent studies suggest an increasing trend of DFUs in diabetes patients, and non-healing DFYs increase the incidence of amputation. Despite the current treatment with offloading, dressing, antibiotics use, and oxygen therapy, the risk of amputation persists. Thus, there is a need to understand the molecular and cellular factors regulating healing in DFUs. The ongoing research based on proteomics and transcriptomics has predicted multiple potential targets, but there is no definitive therapy to enhance healing in chronic DFUs. Increased or decreased expression of various proteins encoded by genes, whose expression transcriptionally and post-transcriptionally is regulated by transcription factors (TFs) and microRNAs (miRs), regulates DFU healing. For this study, RNA sequencing was conducted on 20 DFU samples of ulcer tissue and non-ulcerated nearby healthy tissues. The IPA analysis revealed various activated and inhibited transcription factors and microRNAs. Further network analysis revealed interactions between the TFs and miRs and the molecular targets of these TFs and miRs. The analysis revealed 30 differentially expressed transcription factors (21 activated and 9 inhibited), two translational regulators (RPSA and EIF4G2), and seven miRs, including mir-486, mir-324, mir-23, mir-186, mir-210, mir-199, and mir-338 in upstream regulators (p < 0.05), while causal network analysis (p < 0.05) revealed 28 differentially expressed TFs (19 activated and 9 inhibited), two translational regulators (RPSA and EIF4G2), and five miRs including mir-155, mir-486, mir-324, mir-210, and mir-1225. The protein-protein interaction analysis revealed the interaction of various novel proteins with the proteins involved in regulating DFU pathogenesis and healing. The results of this study highlight many activated and inhibited novel TFs and miRs not reported in the literature so far, as well as the targeted molecules. Since proteins are the functional units during biological processes, alteration of gene expression may result in different proteoforms and protein species, making the wound microenvironment a complex protein interaction (proteome complexity). Thus, investigating the effects of these TFs and miRs on protein expression using proteomics and combining these results with transcriptomics will help advance research on DFU healing and delineate potential therapeutic strategies.

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转录组学揭示了人类糖尿病足溃疡中不同表达的转录因子和 MicroRNA。
不愈合的糖尿病足溃疡(DFUs)不仅大大增加了发病率和死亡率,还耗费大量医疗资源。持续的炎症、血管生成的减少以及细胞外基质重塑的改变是导致延迟愈合或不愈合的原因。最近的研究表明,糖尿病患者的 DFU 有增加的趋势,而不愈合的 DFY 会增加截肢的发生率。尽管目前的治疗方法包括负重、包扎、使用抗生素和氧疗,但截肢的风险依然存在。因此,有必要了解调节 DFU 愈合的分子和细胞因素。基于蛋白质组学和转录组学的持续研究预测了多个潜在靶点,但目前还没有明确的疗法来促进慢性 DFUs 的愈合。转录因子(TFs)和微RNAs(miRs)可调控转录和转录后基因的表达,而转录和转录后基因所编码的各种蛋白质的表达增减可调控DFU的愈合。本研究对 20 个 DFU 样本(包括溃疡组织和附近的非溃疡健康组织)进行了 RNA 测序。IPA 分析显示了各种激活和抑制的转录因子和 microRNA。进一步的网络分析揭示了转录因子和miRs之间的相互作用以及这些转录因子和miRs的分子靶标。分析发现了30个差异表达的转录因子(21个激活的和9个抑制的)、2个翻译调节因子(RPSA和EIF4G2)和7个miRs,包括上游调节因子中的mir-486、mir-324、mir-23、mir-186、mir-210、mir-199和mir-338(p < 0.05),而因果网络分析(p < 0.05)则发现了28个差异表达的TFs(19个被激活,9个被抑制)、2个翻译调节因子(RPSA和EIF4G2)以及5个miRs,包括mir-155、mir-486、mir-324、mir-210和mir-1225。蛋白-蛋白相互作用分析揭示了各种新型蛋白与参与调控 DFU 发病和愈合的蛋白之间的相互作用。这项研究的结果突显了许多迄今为止文献中未报道过的被激活和抑制的新型 TFs 和 miRs 以及靶向分子。由于蛋白质是生物过程中的功能单位,基因表达的改变可能导致不同的蛋白质形式和蛋白质种类,从而使伤口微环境成为一个复杂的蛋白质相互作用过程(蛋白质组复杂性)。因此,利用蛋白质组学研究这些TFs和miRs对蛋白质表达的影响,并将这些结果与转录组学相结合,将有助于推进DFU愈合的研究,并确定潜在的治疗策略。
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来源期刊
Proteomes
Proteomes Biochemistry, Genetics and Molecular Biology-Clinical Biochemistry
CiteScore
6.50
自引率
3.00%
发文量
37
审稿时长
11 weeks
期刊介绍: Proteomes (ISSN 2227-7382) is an open access, peer reviewed journal on all aspects of proteome science. Proteomes covers the multi-disciplinary topics of structural and functional biology, protein chemistry, cell biology, methodology used for protein analysis, including mass spectrometry, protein arrays, bioinformatics, HTS assays, etc. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. Therefore, there is no restriction on the length of papers. Scope: -whole proteome analysis of any organism -disease/pharmaceutical studies -comparative proteomics -protein-ligand/protein interactions -structure/functional proteomics -gene expression -methodology -bioinformatics -applications of proteomics
期刊最新文献
The Non-Linear Profile of Aging: U-Shaped Expression of Myostatin, Follistatin and Intermediate Signals in a Longitudinal In Vitro Murine Cell Sarcopenia Model. Assessment of Data-Independent Acquisition Mass Spectrometry (DIA-MS) for the Identification of Single Amino Acid Variants. Transcriptomics Revealed Differentially Expressed Transcription Factors and MicroRNAs in Human Diabetic Foot Ulcers. Comparative Proteome-Wide Abundance Profiling of Yeast Strains Deleted for Cdc48 Adaptors. Multiple Reaction Monitoring-Mass Spectrometric Immunoassay Analysis of Parathyroid Hormone Fragments with Vitamin D Deficiency in Patients with Diabetes Mellitus.
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