A high-speed search engine pLink 2 with systematic evaluation for proteome-scale identification of cross-linked peptides
Chinese Academy of Sciences · Institute of Computing Technology · +2 more institutions
Abstract
Abstract We describe pLink 2, a search engine with higher speed and reliability for proteome-scale identification of cross-linked peptides. With a two-stage open search strategy facilitated by fragment indexing, pLink 2 is ~40 times faster than pLink 1 and 3~10 times faster than Kojak. Furthermore, using simulated datasets, synthetic datasets, 15 N metabolically labeled datasets, and entrapment databases, four analysis methods were designed to evaluate the credibility of ten state-of-the-art search engines. This systematic evaluation shows that pLink 2 outperforms these methods in precision and sensitivity, especially at proteome scales. Lastly, re-analysis of four published proteome-scale cross-linking…
Citation impact
- FWCI
- 29.81
- Percentile
- 100%
- References
- 63
Authors
16- ZCZhen-Lin ChenCorresponding
Chinese Academy of Sciences, Institute of Computing Technology, University of Chinese Academy of Sciences
- JMJia‐Ming Meng
Chinese Academy of Sciences, Institute of Computing Technology, University of Chinese Academy of Sciences
- YCYong Cao
National Institute of Biological Sciences, Beijing
- JYJili Yin
Chinese Academy of Sciences, Institute of Computing Technology, University of Chinese Academy of Sciences
- RFRun-Qian Fang
Chinese Academy of Sciences, Institute of Computing Technology, University of Chinese Academy of Sciences
Topics & keywords
- Proteome
- Computer science
- Computational biology
- Identification (biology)
- Data mining
- Mascot
- Search engine indexing
- Pattern recognition (psychology)
- Industry, innovation and infrastructure