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考虑改进生物数据库中的功能注释。

Considerations to improve functional annotations in biological databases.

机构信息

Bioinformatic Analysis Group (GABi), Centro de Investigación y Desarrollo en Biotecnología (CIDBIO), Bogotá D.C., Colombia, USA.

出版信息

OMICS. 2009 Dec;13(6):527-35. doi: 10.1089/omi.2009.0075.

DOI:10.1089/omi.2009.0075
PMID:20050264
Abstract

Despite the great effort to design efficient systems allowing the electronic indexation of information concerning genes, proteins, structures, and interactions published daily in scientific journals, some problems are still observed in specific tasks such as functional annotation. The annotation of function is a critical issue for bioinformatic routines, such as for instance, in functional genomics and the further prediction of unknown protein function, which are highly dependent of the quality of existing annotations. Some information management systems evolve to efficiently incorporate information from large-scale projects, but often, annotation of single records from the literature is difficult and slow. In this short report, functional characterizations of a representative sample of the entire set of uncharacterized proteins from Escherichia coli K12 was compiled from Swiss-Prot, PubMed, and EcoCyc and demonstrate a functional annotation deficit in biological databases. Some issues are postulated as causes of the lack of annotation, and different solutions are evaluated and proposed to avoid them. The hope is that as a consequence of these observations, there will be new impetus to improve the speed and quality of functional annotation and ultimately provide updated, reliable information to the scientific community.

摘要

尽管人们付出了巨大的努力来设计高效的系统,以便对每日在科学期刊上发表的有关基因、蛋白质、结构和相互作用的信息进行电子索引,但在某些特定任务中仍存在一些问题,例如功能注释。功能注释是生物信息学常规操作的关键问题,例如功能基因组学和进一步预测未知蛋白质功能,这些都高度依赖于现有注释的质量。一些信息管理系统不断发展,以有效地纳入来自大规模项目的信息,但通常情况下,从文献中注释单个记录既困难又缓慢。在这份简短的报告中,从 Swiss-Prot、PubMed 和 EcoCyc 中编译了大肠杆菌 K12 中整个未鉴定蛋白质的代表性样本的功能特征,这表明生物数据库中的功能注释存在不足。提出了一些导致注释缺失的原因,并对不同的解决方案进行了评估和提出,以避免这些原因。希望这些观察结果能够为提高功能注释的速度和质量提供新的动力,并最终为科学界提供更新、可靠的信息。

相似文献

1
Considerations to improve functional annotations in biological databases.考虑改进生物数据库中的功能注释。
OMICS. 2009 Dec;13(6):527-35. doi: 10.1089/omi.2009.0075.
2
The EcoCyc Database.生态循环数据库。
Nucleic Acids Res. 2002 Jan 1;30(1):56-8. doi: 10.1093/nar/30.1.56.
3
MILANO--custom annotation of microarray results using automatic literature searches.米兰——使用自动文献检索对微阵列结果进行定制注释。
BMC Bioinformatics. 2005 Jan 20;6:12. doi: 10.1186/1471-2105-6-12.
4
The CyberCell Database (CCDB): a comprehensive, self-updating, relational database to coordinate and facilitate in silico modeling of Escherichia coli.网络细胞数据库(CCDB):一个全面、自我更新的关系型数据库,用于协调和促进大肠杆菌的计算机模拟建模。
Nucleic Acids Res. 2004 Jan 1;32(Database issue):D293-5. doi: 10.1093/nar/gkh108.
5
GeneTools--application for functional annotation and statistical hypothesis testing.基因工具——用于功能注释和统计假设检验的应用程序。
BMC Bioinformatics. 2006 Oct 24;7:470. doi: 10.1186/1471-2105-7-470.
6
EcoCyc: an encyclopedia of Escherichia coli genes and metabolism.EcoCyc:大肠杆菌基因与代谢百科全书。
Nucleic Acids Res. 1996 Jan 1;24(1):32-9. doi: 10.1093/nar/24.1.32.
7
An evaluation of GO annotation retrieval for BioCreAtIvE and GOA.对生物创意(BioCreAtIvE)和基因本体注释(GOA)的基因本体(GO)注释检索的评估。
BMC Bioinformatics. 2005;6 Suppl 1(Suppl 1):S17. doi: 10.1186/1471-2105-6-S1-S17. Epub 2005 May 24.
8
Protein sequence annotation in the genome era: the annotation concept of SWISS-PROT+TREMBL.基因组时代的蛋白质序列注释:SWISS-PROT+TREMBL注释概念
Proc Int Conf Intell Syst Mol Biol. 1997;5:33-43.
9
The Gene Ontology Annotation (GOA) Database: sharing knowledge in Uniprot with Gene Ontology.基因本体注释(GOA)数据库:在UniProt中与基因本体共享知识。
Nucleic Acids Res. 2004 Jan 1;32(Database issue):D262-6. doi: 10.1093/nar/gkh021.
10
Compilation of DNA sequences of Escherichia coli K12: description of the interactive databases ECD and ECDC.大肠杆菌K12 DNA序列汇编:交互式数据库ECD和ECDC的描述
Nucleic Acids Res. 1998 Jan 1;26(1):46-9. doi: 10.1093/nar/26.1.46.

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