{"title":"针对 1 型糖尿病的候选生物标记物;胰腺细胞表面抗原的生物信息学分析。","authors":"Hamed Dabiri, Mahdi Habibi-Anbouhi, Vahab Ziaei, Zahra Moghadasi, Majid Sadeghizadeh, Ensiyeh Hajizadeh-Saffar","doi":"10.22074/cellj.2023.1996297.1262","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>Type 1 diabetes (T1Ds) is an autoimmune disease in which the immune system invades and destroys insulin-producing cells. Nevertheless, at the time of diagnosis, about 30-40% of pancreatic beta cells are healthy and capable of producing insulin. Bi-specific antibodies, chimeric antigen receptor regulatory T cells (CAR-Treg cells), and labeled antibodies could be a new emerging option for the treatment or diagnosis of type I diabetic patients. The aim of the study is to choose appropriate cell surface antigens in the pancreas tissue for generating an antibody for type I diabetic patients.</p><p><strong>Materials and methods: </strong>In this bioinformatics study, we extracted pancreas-specific proteins from two large databases; the Human Protein Atlas (HPA) and Genotype-Tissue Expression (GTEx) Portal. Pancreatic-enriched genes were chosen and narrowed down by Protter software for the investigation of accessible extracellular domains. The immunohistochemistry (IHC) data of the protein atlas database were used to evaluate the protein expression of selected antigens. We explored the function of candidate antigens by using the GeneCards database to evaluate the potential dysfunction or activation/hyperactivation of antigens after antibody binding.</p><p><strong>Results: </strong>The results showed 429 genes are highly expressed in the pancreas tissue. Also, eighteen genes encoded plasma membrane proteins that have high expression in the microarray (GEO) dataset. Our results introduced four structural proteins, including NPHS1, KIRREL2, GP2, and CUZD1, among all seventeen candidate proteins.</p><p><strong>Conclusion: </strong>The presented antigens can potentially be used to produce specific pancreatic antibodies that guide CARTreg, bi-specific, or labeling molecules to the pancreas for treatment, detection, or other molecular targeted therapy scopes for type I diabetes.</p>","PeriodicalId":1,"journal":{"name":"Accounts of Chemical Research","volume":null,"pages":null},"PeriodicalIF":16.4000,"publicationDate":"2024-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10864774/pdf/","citationCount":"0","resultStr":"{\"title\":\"Candidate Biomarkers for Targeting in Type 1 Diabetes; A Bioinformatic Analysis of Pancreatic Cell Surface Antigens.\",\"authors\":\"Hamed Dabiri, Mahdi Habibi-Anbouhi, Vahab Ziaei, Zahra Moghadasi, Majid Sadeghizadeh, Ensiyeh Hajizadeh-Saffar\",\"doi\":\"10.22074/cellj.2023.1996297.1262\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>Type 1 diabetes (T1Ds) is an autoimmune disease in which the immune system invades and destroys insulin-producing cells. Nevertheless, at the time of diagnosis, about 30-40% of pancreatic beta cells are healthy and capable of producing insulin. Bi-specific antibodies, chimeric antigen receptor regulatory T cells (CAR-Treg cells), and labeled antibodies could be a new emerging option for the treatment or diagnosis of type I diabetic patients. The aim of the study is to choose appropriate cell surface antigens in the pancreas tissue for generating an antibody for type I diabetic patients.</p><p><strong>Materials and methods: </strong>In this bioinformatics study, we extracted pancreas-specific proteins from two large databases; the Human Protein Atlas (HPA) and Genotype-Tissue Expression (GTEx) Portal. Pancreatic-enriched genes were chosen and narrowed down by Protter software for the investigation of accessible extracellular domains. The immunohistochemistry (IHC) data of the protein atlas database were used to evaluate the protein expression of selected antigens. 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引用次数: 0
摘要
目的:1 型糖尿病(T1Ds)是一种自身免疫性疾病,免疫系统会入侵并破坏胰岛素生成细胞。然而,在诊断时,约有 30-40% 的胰腺 beta 细胞是健康的,能够产生胰岛素。双特异性抗体、嵌合抗原受体调节性 T 细胞(CAR-Treg 细胞)和标记抗体可能是治疗或诊断 I 型糖尿病患者的新兴选择。本研究的目的是在胰腺组织中选择合适的细胞表面抗原,为 I 型糖尿病患者生成抗体:在这项生物信息学研究中,我们从人类蛋白质图谱(HPA)和基因型-组织表达(GTEx)门户网站这两个大型数据库中提取了胰腺特异性蛋白质。选择胰腺富集基因,并通过 Protter 软件缩小其范围,以研究可访问的胞外结构域。蛋白质图谱数据库的免疫组化(IHC)数据用于评估所选抗原的蛋白质表达。我们利用 GeneCards 数据库探索了候选抗原的功能,以评估抗体结合后抗原可能出现的功能障碍或活化/超活化:结果:结果显示,429个基因在胰腺组织中高表达。此外,18 个编码质膜蛋白的基因在微阵列(GEO)数据集中有高表达。在所有 17 个候选蛋白中,我们发现了 4 个结构蛋白,包括 NPHS1、KIRREL2、GP2 和 CUZD1:本文提出的抗原可用于生产特异性胰腺抗体,引导 CARTreg、双特异性或标记分子进入胰腺,用于治疗、检测或其他 I 型糖尿病的分子靶向治疗。
Candidate Biomarkers for Targeting in Type 1 Diabetes; A Bioinformatic Analysis of Pancreatic Cell Surface Antigens.
Objective: Type 1 diabetes (T1Ds) is an autoimmune disease in which the immune system invades and destroys insulin-producing cells. Nevertheless, at the time of diagnosis, about 30-40% of pancreatic beta cells are healthy and capable of producing insulin. Bi-specific antibodies, chimeric antigen receptor regulatory T cells (CAR-Treg cells), and labeled antibodies could be a new emerging option for the treatment or diagnosis of type I diabetic patients. The aim of the study is to choose appropriate cell surface antigens in the pancreas tissue for generating an antibody for type I diabetic patients.
Materials and methods: In this bioinformatics study, we extracted pancreas-specific proteins from two large databases; the Human Protein Atlas (HPA) and Genotype-Tissue Expression (GTEx) Portal. Pancreatic-enriched genes were chosen and narrowed down by Protter software for the investigation of accessible extracellular domains. The immunohistochemistry (IHC) data of the protein atlas database were used to evaluate the protein expression of selected antigens. We explored the function of candidate antigens by using the GeneCards database to evaluate the potential dysfunction or activation/hyperactivation of antigens after antibody binding.
Results: The results showed 429 genes are highly expressed in the pancreas tissue. Also, eighteen genes encoded plasma membrane proteins that have high expression in the microarray (GEO) dataset. Our results introduced four structural proteins, including NPHS1, KIRREL2, GP2, and CUZD1, among all seventeen candidate proteins.
Conclusion: The presented antigens can potentially be used to produce specific pancreatic antibodies that guide CARTreg, bi-specific, or labeling molecules to the pancreas for treatment, detection, or other molecular targeted therapy scopes for type I diabetes.
期刊介绍:
Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance.
Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.