Modeling Protein Excited-state Structures from “Over-length” Chemical Cross-links*
- Yue-He Ding‡1,
- Zhou Gong§1,
- Xu Dong§,
- Kan Liu§,
- Zhu Liu¶,
- Chao Liu‖,
- Si-Min He‖,
- Meng-Qiu Dong‡2 and
- Chun Tang§,¶3
- From the §CAS Key Laboratory of Magnetic Resonance in Biological Systems, State Key Laboratory of Magnetic Resonance and Atomic Molecular Physics, National Center for Magnetic Resonance at Wuhan, Wuhan Institute of Physics and Mathematics of the Chinese Academy of Sciences, Wuhan, Hubei Province 430071,
- the ‡National Institute of Biological Sciences, Beijing 102206,
- the ¶Department of Pharmacology, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province 310058, and
- the ‖Key Laboratory of Intelligent Information Processing of Chinese Academy of Sciences, Institute of Computing Technology, CAS, Beijing 100190, China
- ↵2 To whom correspondence may be addressed: National Institute of Biological Sciences, 7 Science Park Rd., ZGC Life Science Park, Beijing 102206, China. Tel.: 86-10-8070 6046; E-mail: dongmengqiu{at}nibs.ac.cn.
- ↵3 Supported in part by an International Early Career Scientist grant from the Howard Hughes Medical Institute and to whom correspondence may be addressed: Wuhan Institute of Physics and Mathematics of the Chinese Academy of Sciences, 30 W. Xiao Hong Shan, Wuhan 43001, China. Tel.: 86-27-87197133; E-mail: tanglab{at}wipm.ac.cn.
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↵1 Both authors contributed equally to this work.
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Edited by Norma Allewell
Abstract
Chemical cross-linking coupled with mass spectroscopy (CXMS) provides proximity information for the cross-linked residues and is used increasingly for modeling protein structures. However, experimentally identified cross-links are sometimes incompatible with the known structure of a protein, as the distance calculated between the cross-linked residues far exceeds the maximum length of the cross-linker. The discrepancies may persist even after eliminating potentially false cross-links and excluding intermolecular ones. Thus the “over-length” cross-links may arise from alternative excited-state conformation of the protein. Here we present a method and associated software DynaXL for visualizing the ensemble structures of multidomain proteins based on intramolecular cross-links identified by mass spectrometry with high confidence. Representing the cross-linkers and cross-linking reactions explicitly, we show that the protein excited-state structure can be modeled with as few as two over-length cross-links. We demonstrate the generality of our method with three systems: calmodulin, enzyme I, and glutamine-binding protein, and we show that these proteins alternate between different conformations for interacting with other proteins and ligands. Taken together, the over-length chemical cross-links contain valuable information about protein dynamics, and our findings here illustrate the relationship between dynamic domain movement and protein function.
- calmodulin (CaM)
- mass spectrometry (MS)
- molecular dynamics
- protein cross-linking
- protein domain
- structural model
- protein dynamics
- protein excited state
Footnotes
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↵* This work was supported by the Chinese Ministry of Science and Technology (2013CB910200, 2016YFA0501200 (to C. T.), 2014CB849800 (to M.-Q. D.), and 2012CB910602 (to C. L.)) and the National Natural Science Foundation of China (31225007 to (to C. T.), 21375010 (to M.-Q. D.), 31400735 (to Z. G.), and 31400644 (to X. D.). The authors declare that they have no conflicts of interest with the contents of this article.
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This article contains supplemental Tables S1–S6 and Figs. S1–S23.
- Received October 4, 2016.
- Revision received November 25, 2016.
- © 2017 by The American Society for Biochemistry and Molecular Biology, Inc.











