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Dai Shuaijian

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  • Name:  Dai Shuaijian

  • Administrative Position:  讲师

  • Name (Pinyin):  daishuaijian

  • Sex:  Male

  • School/Department:  School of Basic Medical Sciences

  • Education Level:  With Certificate of Graduation for Doctorate Study

  • Date of Employment:  2025-02-26

  • Degree:  Doctoral degree

  • Alma Mater:  香港科技大学

  • Status:  Employed

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Exhaustive Cross-Linking Search with Protein Feedback

Release time:2026-10-07
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DOI number:
10.1021/acs.jproteome.2c00500
Journal:
Journal of Proteome Research
Key Words:
cross-linking mass spectrometry; database search; peptide identification; protein feedback
Abstract:
Improving the sensitivity of protein−protein interaction detection and protein structure probing is a principal challenge in cross-linking mass spectrometry (XL-MS) data analysis. In this paper, we propose an exhaustive cross-linking search method with protein feedback (ECL-PF) for cleavable XL-MS data analysis. ECL-PF adopts an optimized α/β mass detection scheme and establishes protein−peptide association during the identification of cross-linked peptides. Existing major scoring functions can all benefit from the ECL-PF workflow to a great extent. In comparisons using synthetic data sets and hybrid simulated data sets, ECL-PF achieved 3-fold higher sensitivity over standard techniques. In experiments using real data sets, it also identified 65.6% more cross-link spectrum matches and 48.7% more unique cross-links.
Co-author:
Sheng Lian, Xiaodan Fan, Ning Li, Weichuan Yu
First Author:
Chen Zhou#, Shuaijian Dai#, Yuanqiao Lin#
Indexed by:
Journal paper
Document Type:
Article
Volume:
22
Issue:
1
Page Number:
101-113
ISSN No.:
1535-3893
Translation or Not:
no
Date of Publication:
2022-12-08