通过生物信息学分析整合从龋齿儿童唾液中获得的蛋白质组学数据

IF 0.5 4区 生物学 Q4 BIOCHEMICAL RESEARCH METHODS Current Proteomics Pub Date : 2023-03-31 DOI:10.2174/1570164620666230331102317
Juan Manuel Guzman-Flores, Fernando Martínez-Esquivias, Julieta Sarai Becerra-Ruiz, Sandra Berenice Vázquez-Rodríguez
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引用次数: 0

摘要

龋齿会影响唾液蛋白的表达。蛋白质组学使我们能够在单个样品和实验中分析和鉴定许多蛋白质;生物信息学对分析蛋白质组学数据至关重要。目的:本研究旨在鉴定和整合龋齿儿童唾液中主要差异表达蛋白,推断其基因本体论及其相互作用,并确定调控因子。龋齿会影响唾液蛋白的表达。蛋白质组学使我们能够在单个样品和单个实验中分析和鉴定许多蛋白质;生物信息学对分析蛋白质组学数据至关重要。我们从Scopus和PubMed数据库的书目检索中提取蛋白质。我们使用web应用程序ShinyGO v0.76、ToppGene和NetworkAnalyst 3.0以及Cytoscape平台分析这些蛋白质。本研究旨在鉴定和整合龋齿儿童唾液中主要的差异表达蛋白,推断其基因本体论及其相互作用,并确定调控因子。在文献检索中,我们提取了26个差异表达蛋白。这些蛋白在抗氧化活性、抗菌反应、免疫反应以及维生素和矿物质代谢中表现出丰富的活性。我们发现三种转录因子调控这些蛋白的大部分基因:TFDP1, SOX13和BCL6。我们还鉴定了三种高度限制这些蛋白表达的microrna: hsa-mir-124-3p、hsa-mir-27a-3p和hsa-mir-26b-5p。另一方面,与这些蛋白质相关的主要药物是过硫酸钾、铝和镉。龋齿儿童唾液中的差异表达蛋白参与与叶酸、硒和维生素B12代谢相关的代谢途径。此外,一些转录因子(TFDP1、SOX13和BCL6) mirna (hsa-mir-124-3p、hsa-mir-27a-3p和hsa-mir-26b-5p)和化合物(过硫酸钾、铝和镉)可以调节所研究的基因、mrna或蛋白质。患有龋齿的儿童唾液中差异表达的蛋白质反映了患者的龋齿状态和免疫系统对这种情况的反应。这些蛋白参与许多重要的相互作用,转录因子、microrna和药物可以调节它们的表达。没有一个
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Integration of proteomic data obtained from the saliva of children with caries through bioinformatic analysis
Dental caries can affect the expression of salivary proteins. Proteomics allows us to analyze and identify many proteins in a single sample and experiment; bioinformatics is essential to analyze proteomic data. Objective: This research aims to identify and integrate the main differentially expressed proteins in the saliva of children with caries, infer their Gene Ontology and interactions, and identify regulatory factors. Dental caries can affect the expression of salivary proteins. Proteomics allows us to analyze and identify many proteins in a single sample and a single experiment; bioinformatics is essential to analyze proteomic data. We extracted proteins from a bibliographic search in the Scopus and PubMed databases. We analyzed these proteins with the web application ShinyGO v0.76, ToppGene and NetworkAnalyst 3.0, and the Cytoscape platform. This research aims to identify and integrate the main differentially expressed proteins in the saliva of children with caries, infer their Gene Ontology and interactions, and identify regulatory factors. In the literature search, we extracted 26 differentially expressed proteins. These proteins show enrichment in antioxidant activity, antimicrobial response, immune response, and vitamin and mineral metabolism. We found three transcription factors that regulate most of the genes of these proteins: TFDP1, SOX13, and BCL6. We also identified three microRNAs that highly restrict the expression of these proteins: hsa-mir-124-3p, hsa-mir-27a-3p, and hsa-mir-26b-5p. On the other hand, the main drugs associated with these proteins are potassium persulfate, aluminum, and cadmium. The differentially expressed proteins in the saliva of children with dental caries are involved in metabolic pathways related to folate, selenium, and vitamin B12 metabolism. In addition, some transcription factors (TFDP1, SOX13, and BCL6) miRNAs (hsa-mir-124-3p, hsa-mir-27a-3p, and hsa-mir-26b-5p) and chemical compounds (potassium persulfate, aluminum, and cadmium) can regulate the genes, mRNAs or proteins studied. The differentially expressed proteins in the saliva of children with dental caries reflect the cariogenic state of the patients and the immune system's response to combat this condition. These proteins participate in numerous important interactions, and transcription factors, microRNAs, and drugs can regulate their expression. None
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来源期刊
Current Proteomics
Current Proteomics BIOCHEMICAL RESEARCH METHODS-BIOCHEMISTRY & MOLECULAR BIOLOGY
CiteScore
1.60
自引率
0.00%
发文量
25
审稿时长
>0 weeks
期刊介绍: Research in the emerging field of proteomics is growing at an extremely rapid rate. The principal aim of Current Proteomics is to publish well-timed in-depth/mini review articles in this fast-expanding area on topics relevant and significant to the development of proteomics. Current Proteomics is an essential journal for everyone involved in proteomics and related fields in both academia and industry. Current Proteomics publishes in-depth/mini review articles in all aspects of the fast-expanding field of proteomics. All areas of proteomics are covered together with the methodology, software, databases, technological advances and applications of proteomics, including functional proteomics. Diverse technologies covered include but are not limited to: Protein separation and characterization techniques 2-D gel electrophoresis and image analysis Techniques for protein expression profiling including mass spectrometry-based methods and algorithms for correlative database searching Determination of co-translational and post- translational modification of proteins Protein/peptide microarrays Biomolecular interaction analysis Analysis of protein complexes Yeast two-hybrid projects Protein-protein interaction (protein interactome) pathways and cell signaling networks Systems biology Proteome informatics (bioinformatics) Knowledge integration and management tools High-throughput protein structural studies (using mass spectrometry, nuclear magnetic resonance and X-ray crystallography) High-throughput computational methods for protein 3-D structure as well as function determination Robotics, nanotechnology, and microfluidics.
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