Comprehensive identification of peptides in tandem mass spectra using an efficient open search engine

被引:252
|
作者
Chi, Hao [1 ,2 ]
Liu, Chao [1 ,2 ]
Yang, Hao [1 ,2 ]
Zeng, Wen-Feng [1 ,2 ]
Wu, Long [1 ,2 ]
Zhou, Wen-Jing [1 ,2 ]
Wang, Rui-Min [1 ,2 ]
Niu, Xiu-Nan [1 ,2 ]
Ding, Yue-He [3 ]
Zhang, Yao [4 ,5 ,6 ]
Wang, Zhao-Wei [1 ,2 ]
Chen, Zhen-Lin [1 ,2 ]
Sun, Rui-Xiang [1 ,2 ]
Liu, Tao [1 ]
Tan, Guang-Ming [1 ]
Dong, Meng-Qiu [3 ]
Xu, Ping [4 ]
Zhang, Pei-Heng [1 ]
He, Si-Min [1 ,2 ]
机构
[1] Chinese Acad Sci, Key Lab Intelligent Informat Proc, Inst Comp Technol, Beijing, Peoples R China
[2] Univ Chinese Acad Sci, Beijing, Peoples R China
[3] Natl Inst Biol Sci, Beijing, Peoples R China
[4] Beijing Inst Life, Natl Ctr Prot Sci Beijing, Beijing Proteome Res Ctr, State Key Lab Prote, Beijing, Peoples R China
[5] Sun Yat Sen Univ, Coll Ecol & Evolut, State Key Lab Biocontrol, Guangzhou, Guangdong, Peoples R China
[6] Sun Yat Sen Univ, Coll Ecol & Evolut, Guangdong Prov Key Lab Plant Resources, Guangzhou, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
SHOTGUN PROTEOMICS DATASETS; PROTEIN IDENTIFICATION; DATA SETS; SPECTROMETRY; DATABASE; QUANTIFICATION; SEQUENCES; ACCURACY; RATIOS; RATES;
D O I
10.1038/nbt.4236
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
We present a sequence-tag-based search engine, Open-pFind, to identify peptides in an ultra-large search space that includes coeluting peptides, unexpected modifications and digestions. Our method detects peptides with higher precision and speed than seven other search engines. Open-pFind identified 70-85% of the tandem mass spectra in four large-scale datasets and 14,064 proteins, each supported by at least two protein-unique peptides, in a human proteome dataset.
引用
收藏
页码:1059 / +
页数:6
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