Proteomic study for the prediction of μ CT imaging with iodine.

IF 2.9 4区 生物学 Q4 CELL BIOLOGY
Valentin Wesp, Heiko Stark, Lisa-Marie Barf
{"title":"<ArticleTitle xmlns:ns0=\"http://www.w3.org/1998/Math/MathML\">Proteomic study for the prediction of <ns0:math><ns0:mi>μ</ns0:mi></ns0:math> CT imaging with iodine.","authors":"Valentin Wesp, Heiko Stark, Lisa-Marie Barf","doi":"10.1007/s00418-026-02532-3","DOIUrl":null,"url":null,"abstract":"<p><p>Iodine-based staining techniques are commonly used in histological imaging and micro-computed tomography ( <math><mi>μ</mi></math> CT) because iodine binds to specific molecules. However, the basis for tissue-specific contrast has not yet been sufficiently explored. In this study, we analysed the human proteome at four levels: individual proteins, protein families, tissues with additional expression values for selected proteins, and organs as distinct combinations of tissues. At each level, we identified groups with high potential for iodine binding, particularly those rich in aromatic heterocyclic amino acids. We evaluated the occurrence of aromatic and non-aromatic heterocyclic and carbocyclic amino acids in 20,650 proteins, 1487 protein families, 57 tissues, and 16 organs using bioinformatic methods. This evaluation was based on curated human protein sequences and integrated expression information from the Human Protein Atlas and ProteomicsDB. At the protein level, structural proteins such as titin, nebulin, obscurin, mucin, filaggrin, and hornerin exhibited a high absolute number of aromatic heterocyclic amino acids, which could explain the high <math><mi>μ</mi></math> CT contrast in muscle, skin, and mucosal tissues. A smaller set of proteins displayed strong relative enrichment. At the family level, the average absolute values were highest in families containing very large proteins. However, relative values highlighted sequence-level enrichment in selected enzyme- and membrane-associated families. In contrast, tissue- and organ-level enrichment showed only small, non-significant differences depending on the expression dataset, and was highly similar across groups. Furthermore, enrichment was not robustly associated with iodine staining intensity in organs. Our results provide a foundation for iodine-based tissue imaging and could serve as a starting point for future research, such as cross-species applications and the structural and functional effects of iodination.</p>","PeriodicalId":13107,"journal":{"name":"Histochemistry and Cell Biology","volume":"164 1","pages":""},"PeriodicalIF":2.9000,"publicationDate":"2026-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13615082/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Histochemistry and Cell Biology","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1007/s00418-026-02532-3","RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"CELL BIOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Iodine-based staining techniques are commonly used in histological imaging and micro-computed tomography ( μ CT) because iodine binds to specific molecules. However, the basis for tissue-specific contrast has not yet been sufficiently explored. In this study, we analysed the human proteome at four levels: individual proteins, protein families, tissues with additional expression values for selected proteins, and organs as distinct combinations of tissues. At each level, we identified groups with high potential for iodine binding, particularly those rich in aromatic heterocyclic amino acids. We evaluated the occurrence of aromatic and non-aromatic heterocyclic and carbocyclic amino acids in 20,650 proteins, 1487 protein families, 57 tissues, and 16 organs using bioinformatic methods. This evaluation was based on curated human protein sequences and integrated expression information from the Human Protein Atlas and ProteomicsDB. At the protein level, structural proteins such as titin, nebulin, obscurin, mucin, filaggrin, and hornerin exhibited a high absolute number of aromatic heterocyclic amino acids, which could explain the high μ CT contrast in muscle, skin, and mucosal tissues. A smaller set of proteins displayed strong relative enrichment. At the family level, the average absolute values were highest in families containing very large proteins. However, relative values highlighted sequence-level enrichment in selected enzyme- and membrane-associated families. In contrast, tissue- and organ-level enrichment showed only small, non-significant differences depending on the expression dataset, and was highly similar across groups. Furthermore, enrichment was not robustly associated with iodine staining intensity in organs. Our results provide a foundation for iodine-based tissue imaging and could serve as a starting point for future research, such as cross-species applications and the structural and functional effects of iodination.

蛋白质组学研究预测碘对μ CT成像的影响。
基于碘的染色技术通常用于组织学成像和微计算机断层扫描(μ CT),因为碘与特定分子结合。然而,组织特异性对比的基础尚未得到充分的探索。在这项研究中,我们从四个层面分析了人类蛋白质组:单个蛋白质、蛋白质家族、具有选定蛋白质额外表达值的组织和作为不同组织组合的器官。在每个水平上,我们都确定了具有高碘结合潜力的基团,特别是那些富含芳香杂环氨基酸的基团。我们使用生物信息学方法评估了20,650种蛋白质,1487种蛋白质家族,57种组织和16种器官中芳香族和非芳香族杂环和碳环氨基酸的存在。该评估基于整理的人类蛋白质序列和整合的人类蛋白质图谱和ProteomicsDB的表达信息。在蛋白质水平上,结构蛋白如titin、nebulin、obscurin、mucin、filaggrin和hornerin中芳香族杂环氨基酸的绝对数量较高,这可以解释肌肉、皮肤和粘膜组织中高μ CT对比度的原因。一组较小的蛋白质表现出较强的相对富集。在家族水平上,平均绝对值在含有大量蛋白质的家族中最高。然而,相对值强调在选定的酶和膜相关家族中序列水平的富集。相比之下,组织和器官水平的富集仅显示出微小的、不显著的差异,这取决于表达数据集,并且在各组之间高度相似。此外,在器官中,富集与碘染色强度没有明显的相关性。我们的研究结果为基于碘的组织成像提供了基础,并可作为未来研究的起点,如跨物种应用和碘的结构和功能效应。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Histochemistry and Cell Biology
Histochemistry and Cell Biology 生物-细胞生物学
CiteScore
4.90
自引率
8.70%
发文量
112
审稿时长
1 months
期刊介绍: Histochemistry and Cell Biology is devoted to the field of molecular histology and cell biology, publishing original articles dealing with the localization and identification of molecular components, metabolic activities and cell biological aspects of cells and tissues. Coverage extends to the development, application, and/or evaluation of methods and probes that can be used in the entire area of histochemistry and cell biology.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书