Predicting molecular formulas of fragment ions with isotope patterns in tandem mass spectra
文献类型：期刊论文
| 作者 | Zhang, JF; Gao, W; Cai, JJ; He, SM; Zeng, R; Chen, RS |
| 刊名 | IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
 |
| 出版日期 | 2005-07-01 |
| 卷号 | 2期号:3页码:217-230 |
| 关键词 | isotope patterns peptide sequencing tandem mass spectra |
| ISSN号 | 1545-5963 |
| 英文摘要 | A number of different approaches have been proposed to predict elemental component formulas (or molecular formulas) of molecular ions in low and medium resolution mass spectra. Most of them rely on isotope patterns, enumerate all possible formulas for an ion, and exclude certain formulas violating chemical constraints. However, these methods cannot be well generalized to the component prediction of fragment ions in tandem mass spectra. In this paper, a new method, FFP (Fragment ion Formula Prediction), is presented to predict elemental component formulas of fragment ions. In the FFP method, the prediction of the best formulas is converted into the minimization of the distance between theoretical and observed isotope patterns. And, then, a novel local search model is proposed to generate a set of candidate formulas efficiently. After the search, FFP applies a new multiconstraint filtering to exclude as many invalid and improbable formulas as possible. FFP is experimentally compared with the previous enumeration methods, and shown to outperform them significantly. The results of this paper can help to improve the reliability of de novo in the identification of peptide sequences. |
| WOS研究方向 | Biochemistry & Molecular Biology ; Computer Science ; Mathematics |
| 语种 | 英语 |
| WOS记录号 | WOS:000235704200005 |
| 出版者 | IEEE COMPUTER SOC |
| 源URL | [http://119.78.100.204/handle/2XEOYT63/10057]  |
| 专题 | 中国科学院计算技术研究所期刊论文_英文 |
| 通讯作者 | Zhang, JF |
| 作者单位 | 1.Chinese Acad Sci, Inst Biophys, Beijing 100101, Peoples R China 2.Chinese Acad Sci, Shanghai Inst Biol Sci, Inst Biochem & Cell Biol, Shanghai 200031, Peoples R China 3.Chinese Acad Sci, Inst Comp Technol, JDL, Beijing 100080, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zhang, JF,Gao, W,Cai, JJ,et al. Predicting molecular formulas of fragment ions with isotope patterns in tandem mass spectra[J]. IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS,2005,2(3):217-230. |
| APA | Zhang, JF,Gao, W,Cai, JJ,He, SM,Zeng, R,&Chen, RS.(2005).Predicting molecular formulas of fragment ions with isotope patterns in tandem mass spectra.IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS,2(3),217-230. |
| MLA | Zhang, JF,et al."Predicting molecular formulas of fragment ions with isotope patterns in tandem mass spectra".IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2.3(2005):217-230. |
入库方式： OAI收割
来源：计算技术研究所
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