PMID- 32103267 OWN - NLM STAT- MEDLINE DCOM- 20210201 LR - 20210201 IS - 1758-0463 (Electronic) IS - 1758-0463 (Linking) VI - 2020 DP - 2020 Jan 1 TI - Predicted Drosophila Interactome Resource and web tool for functional interpretation of differentially expressed genes. LID - 10.1093/database/baaa005 [doi] LID - baaa005 AB - Drosophila melanogaster is a well-established model organism that is widely used in genetic studies. This species enjoys the availability of a wide range of research tools, well-annotated reference databases and highly similar gene circuitry to other insects. To facilitate molecular mechanism studies in Drosophila, we present the Predicted Drosophila Interactome Resource (PDIR), a database of high-quality predicted functional gene interactions. These interactions were inferred from evidence in 10 public databases providing information for functional gene interactions from diverse perspectives. The current version of PDIR includes 102 835 putative functional associations with balanced sensitivity and specificity, which are expected to cover 22.56% of all Drosophila protein interactions. This set of functional interactions is a good reference for hypothesis formulation in molecular mechanism studies. At the same time, these interactions also serve as a high-quality reference interactome for gene set linkage analysis (GSLA), which is a web tool for the interpretation of the potential functional impacts of a set of changed genes observed in transcriptomics analyses. In a case study, we show that the PDIR/GSLA system was able to produce a more comprehensive and concise interpretation of the collective functional impact of multiple simultaneously changed genes compared with the widely used gene set annotation tools, including PANTHER and David. PDIR and its associated GSLA service can be accessed at http://drosophila.biomedtzc.cn. CI - (c) The Author(s) 2020. Published by Oxford University Press. FAU - Ding, Xiao-Bao AU - Ding XB AD - Institute of Big Data and Artificial Intelligence in Medicine, School of Electronics and Information Engineering, Taizhou University, 1139 Shifu Avenue, Taizhou 318000, China. FAU - Jin, Jie AU - Jin J AD - Institute of Big Data and Artificial Intelligence in Medicine, School of Electronics and Information Engineering, Taizhou University, 1139 Shifu Avenue, Taizhou 318000, China. FAU - Tao, Yu-Tian AU - Tao YT AD - Institute of Big Data and Artificial Intelligence in Medicine, School of Electronics and Information Engineering, Taizhou University, 1139 Shifu Avenue, Taizhou 318000, China. FAU - Guo, Wen-Ping AU - Guo WP AD - Institute of Big Data and Artificial Intelligence in Medicine, School of Electronics and Information Engineering, Taizhou University, 1139 Shifu Avenue, Taizhou 318000, China. FAU - Ruan, Li AU - Ruan L AD - Institute of Big Data and Artificial Intelligence in Medicine, School of Electronics and Information Engineering, Taizhou University, 1139 Shifu Avenue, Taizhou 318000, China. FAU - Yang, Qiao-Lei AU - Yang QL AD - Institute of Pharmaceutical Biotechnology and the First Affiliated Hospital Department of Radiation Oncology, Zhejiang University School of Medicine, 866 Yuhantang Rd, Hangzhou 310058, China. FAU - Chen, Peng-Cheng AU - Chen PC AD - Institute of Pharmaceutical Biotechnology and the First Affiliated Hospital Department of Radiation Oncology, Zhejiang University School of Medicine, 866 Yuhantang Rd, Hangzhou 310058, China. FAU - Yao, Heng AU - Yao H AD - Institute of Pharmaceutical Biotechnology and the First Affiliated Hospital Department of Radiation Oncology, Zhejiang University School of Medicine, 866 Yuhantang Rd, Hangzhou 310058, China. FAU - Zhang, Hai-Bo AU - Zhang HB AD - Institute of Big Data and Artificial Intelligence in Medicine, School of Electronics and Information Engineering, Taizhou University, 1139 Shifu Avenue, Taizhou 318000, China. FAU - Chen, Xin AU - Chen X AD - Institute of Big Data and Artificial Intelligence in Medicine, School of Electronics and Information Engineering, Taizhou University, 1139 Shifu Avenue, Taizhou 318000, China. AD - Institute of Pharmaceutical Biotechnology and the First Affiliated Hospital Department of Radiation Oncology, Zhejiang University School of Medicine, 866 Yuhantang Rd, Hangzhou 310058, China. AD - Joint Institute for Genetics and Genome Medicine between Zhejiang University and University of Toronto, Zhejiang University, 866 Yuhantang Rd, Hangzhou 310058, China. LA - eng PT - Journal Article PT - Research Support, Non-U.S. Gov't PL - England TA - Database (Oxford) JT - Database : the journal of biological databases and curation JID - 101517697 RN - 0 (Drosophila Proteins) SB - IM MH - Algorithms MH - Animals MH - *Databases, Genetic MH - Drosophila/classification/*genetics/metabolism MH - Drosophila Proteins/genetics/metabolism MH - Drosophila melanogaster/*genetics/metabolism MH - Gene Expression Profiling/*methods MH - Internet MH - Models, Genetic MH - Protein Interaction Mapping/*methods MH - Reproducibility of Results MH - User-Computer Interface PMC - PMC7044104 EDAT- 2020/02/28 06:00 MHDA- 2021/02/02 06:00 PMCR- 2020/02/25 CRDT- 2020/02/28 06:00 PHST- 2019/10/21 00:00 [received] PHST- 2019/12/03 00:00 [revised] PHST- 2020/01/13 00:00 [accepted] PHST- 2020/02/28 06:00 [entrez] PHST- 2020/02/28 06:00 [pubmed] PHST- 2021/02/02 06:00 [medline] PHST- 2020/02/25 00:00 [pmc-release] AID - 5756140 [pii] AID - baaa005 [pii] AID - 10.1093/database/baaa005 [doi] PST - ppublish SO - Database (Oxford). 2020 Jan 1;2020:baaa005. doi: 10.1093/database/baaa005.