The Immunopeptidomics Ontology (ImPO).

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC ACS Applied Electronic Materials Pub Date : 2024-06-07 DOI:10.1093/database/baae014
Daniel Faria, Patrícia Eugénio, Marta Contreiras Silva, Laura Balbi, Georges Bedran, Ashwin Adrian Kallor, Susana Nunes, Aleksander Palkowski, Michal Waleron, Javier A Alfaro, Catia Pesquita
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Abstract

The adaptive immune response plays a vital role in eliminating infected and aberrant cells from the body. This process hinges on the presentation of short peptides by major histocompatibility complex Class I molecules on the cell surface. Immunopeptidomics, the study of peptides displayed on cells, delves into the wide variety of these peptides. Understanding the mechanisms behind antigen processing and presentation is crucial for effectively evaluating cancer immunotherapies. As an emerging domain, immunopeptidomics currently lacks standardization-there is neither an established terminology nor formally defined semantics-a critical concern considering the complexity, heterogeneity, and growing volume of data involved in immunopeptidomics studies. Additionally, there is a disconnection between how the proteomics community delivers the information about antigen presentation and its uptake by the clinical genomics community. Considering the significant relevance of immunopeptidomics in cancer, this shortcoming must be addressed to bridge the gap between research and clinical practice. In this work, we detail the development of the ImmunoPeptidomics Ontology, ImPO, the first effort at standardizing the terminology and semantics in the domain. ImPO aims to encapsulate and systematize data generated by immunopeptidomics experimental processes and bioinformatics analysis. ImPO establishes cross-references to 24 relevant ontologies, including the National Cancer Institute Thesaurus, Mondo Disease Ontology, Logical Observation Identifier Names and Codes and Experimental Factor Ontology. Although ImPO was developed using expert knowledge to characterize a large and representative data collection, it may be readily used to encode other datasets within the domain. Ultimately, ImPO facilitates data integration and analysis, enabling querying, inference and knowledge generation and importantly bridging the gap between the clinical proteomics and genomics communities. As the field of immunogenomics uses protein-level immunopeptidomics data, we expect ImPO to play a key role in supporting a rich and standardized description of the large-scale data that emerging high-throughput technologies are expected to bring in the near future. Ontology URL: https://zenodo.org/record/10237571 Project GitHub: https://github.com/liseda-lab/ImPO/blob/main/ImPO.owl.

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免疫肽组学本体论(ImPO)。
适应性免疫反应在清除体内受感染细胞和异常细胞方面发挥着至关重要的作用。这一过程取决于细胞表面主要组织相容性复合体 I 类分子呈现的短肽。免疫肽组学(Immunopeptidomics)是对细胞上显示的肽的研究,它深入探讨了这些种类繁多的肽。了解抗原处理和表达背后的机制对于有效评估癌症免疫疗法至关重要。作为一个新兴领域,免疫肽组学目前缺乏标准化--既没有既定的术语,也没有正式定义的语义--考虑到免疫肽组学研究的复杂性、异质性和不断增长的数据量,这是一个至关重要的问题。此外,蛋白质组学界提供抗原呈递信息的方式与临床基因组学界对信息的吸收也存在脱节。考虑到免疫肽组学在癌症中的重要意义,必须解决这一缺陷,以弥合研究与临床实践之间的差距。在这项工作中,我们详细介绍了免疫肽组学本体(ImPO)的开发过程,这是该领域术语和语义标准化的首次尝试。ImPO旨在对免疫肽组学实验过程和生物信息学分析产生的数据进行封装和系统化。ImPO 建立了与 24 个相关本体的交叉引用,包括美国国家癌症研究所术语词库、Mondo 疾病本体、逻辑观察标识符名称和代码以及实验因素本体。虽然 ImPO 是利用专家知识开发的,用于描述一个大型代表性数据集的特征,但它可随时用于对该领域内的其他数据集进行编码。最终,ImPO 促进了数据整合与分析,实现了查询、推理和知识生成,并在临床蛋白质组学和基因组学领域架起了一座重要的桥梁。由于免疫基因组学领域使用的是蛋白质级免疫肽组学数据,我们希望ImPO能在支持对大规模数据进行丰富而标准化的描述方面发挥关键作用,而新兴的高通量技术有望在不久的将来带来这些数据。本体 URL: https://zenodo.org/record/10237571 项目 GitHub: https://github.com/liseda-lab/ImPO/blob/main/ImPO.owl.
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
7.20
自引率
4.30%
发文量
567
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