BBSdb, an open resource for bacterial biofilm-associated proteins

被引:3
作者
Zhang, Zhiyuan [1 ,2 ,3 ]
Pan, Yuanyuan [3 ]
Hussain, Wajid [4 ]
Chen, Guozhong [3 ]
Li, Erguang [1 ,2 ]
机构
[1] Nanjing Univ, Med Sch, State Key Lab Pharmaceut Biotechnol, Nanjing, Jiangsu, Peoples R China
[2] Nanjing Univ, Med Sch, Jiangsu Key Lab Mol Med, Nanjing, Jiangsu, Peoples R China
[3] Wannan Med Coll, Sch Med Informat, Dept Med Informat Engn, Wuhu, Peoples R China
[4] Huazhong Univ Sci & Technol, Coll Life Sci & Technol, Adv Biomat & Tissue Engn Ctr, Wuhan, Peoples R China
基金
中国国家自然科学基金;
关键词
biofilm-associated protein; prediction; database; bacteria; machine learning; DATABASE; PREDICTION; DISPERSAL; ARCHIVE;
D O I
10.3389/fcimb.2024.1428784
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Bacterial biofilms are organized heterogeneous assemblages of microbial cells encased within a self-produced matrix of exopolysaccharides, extracellular DNA and proteins. Over the last decade, more and more biofilm-associated proteins have been discovered and investigated. Furthermore, omics techniques such as transcriptomes, proteomes also play important roles in identifying new biofilm-associated genes or proteins. However, those important data have been uploaded separately to various databases, which creates obstacles for biofilm researchers to have a comprehensive access to these data. In this work, we constructed BBSdb, a state-of-the-art open resource of bacterial biofilm-associated protein. It includes 48 different bacteria species, 105 transcriptome datasets, 21 proteome datasets, 1205 experimental samples, 57,823 differentially expressed genes (DEGs), 13,605 differentially expressed proteins (DEPs), 1,930 'Top 5% differentially expressed genes', 444 'Threshold-based DEGs' and a predictor for prediction of biofilm-associated protein. In addition, 1,781 biofilm-associated proteins, including annotation and sequences, were extracted from 942 articles and public databases via text-mining analysis. We used E. coli as an example to represent how to explore potential biofilm-associated proteins in bacteria. We believe that this study will be of broad interest to researchers in field of bacteria, especially biofilms, which are involved in bacterial growth, pathogenicity, and drug resistance.Availability and implementation: The BBSdb is freely available at http://124.222.145.44/#!/.
引用
收藏
页数:11
相关论文
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