Skip to main content
Log in

RDC derived protein backbone resonance assignment using fragment assembly

  • Article
  • Published:
Journal of Biomolecular NMR Aims and scope Submit manuscript

Abstract

Experimental residual dipolar couplings (RDCs) in combination with structural models have the potential for accelerating the protein backbone resonance assignment process because RDCs can be measured accurately and interpreted quantitatively. However, this application has been limited due to the need for very high-resolution structural templates. Here, we introduce a new approach to resonance assignment based on optimal agreement between the experimental and calculated RDCs from a structural template that contains all assignable residues. To overcome the inherent computational complexity of such a global search, we have adopted an efficient two-stage search algorithm and included connectivity data from conventional assignment experiments. In the first stage, a list of strings of resonances (CA-links) is generated via exhaustive searches for short segments of sequentially connected residues in a protein (local templates), and then ranked by the agreement of the experimental 13Cα chemical shifts and 15N-1H RDCs to the predicted values for each local template. In the second stage, the top CA-links for different local templates in stage I are combinatorially connected to produce CA-links for all assignable residues. The resulting CA-links are ranked for resonance assignment according to their measured RDCs and predicted values from a tertiary structure. Since the final RDC ranking of CA-links includes all assignable residues and the assignment is derived from a “global minimum”, our approach is far less reliant on the quality of experimental data and structural templates. The present approach is validated with the assignments of several proteins, including a 42 kDa maltose binding protein (MBP) using RDCs and structural templates of varying quality. Since backbone resonance assignment is an essential first step for most of biomolecular NMR applications and is often a bottleneck for large systems, we expect that this new approach will improve the efficiency of the assignment process for small and medium size proteins and will extend the size limits assignable by current methods for proteins with structural models.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  • Al-Hashimi HM, Valafar H, Terrell M, Zartler ER, Eidsness MK, Prestegard JH (2000) Variation of molecular alignment as a means of resolving orientational ambiguities in protein structures from dipolar couplings. J Magn Reson 143:402–406

    Article  ADS  Google Scholar 

  • Andrec M, Du PC, Levy RM (2001) Protein backbone structure determination using only residual dipolar couplings from one ordering medium. J Biomol NMR 21:335–347

    Article  Google Scholar 

  • Apaydin MS, Conitzer V, Donald BR (2008) Structure-based protein NMR assignments using native structural ensembles. J Biomol NMR 40:263–276

    Article  Google Scholar 

  • Arbogast L, Majumdar A, Tolman JR (2010) HNCO-based measurement of one-bond amide 15N-1H couplings with optimized precision. J Biomol NMR 46:175–189

    Article  Google Scholar 

  • Baker D, Sali A (2001) Protein structure prediction and structural genomics. Science 294:93–96

    Article  ADS  Google Scholar 

  • Bartels C, Billeter M, Guntert P, Wuthrich K (1996) Automated sequence-specific NMR assignment of homologous proteins using the program GARANT. J Biomol NMR 7:207–213

    Article  Google Scholar 

  • Bax A, Grishaev A (2005) Weak alignment NMR: a hawk-eyed view of biomolecular structure. Curr Opin Struct Biol 15:563–570

    Article  Google Scholar 

  • Bermejo GA, Llinas M (2010) Structure-oriented methods for protein NMR data analysis. Prog Nucl Magn Reson Spectrosc 56:311–328

    Article  Google Scholar 

  • Bertelsen EB, Chang L, Gestwicki JE, Zuiderweg ERP (2009) Solution conformation of wild-type E. coli Hsp70 (DnaK) chaperone complexed with ADP and substrate. Proc Natl Acad Sci USA 106:8471–8476

    Article  ADS  Google Scholar 

  • Bhattacharya A, Revington M, Zuiderweg ERP (2010) Measurement and interpretation of 15N-1H residual dipolar couplings in larger proteins. J Magn Reson 203:11–28

    Article  ADS  Google Scholar 

  • Bryson M, Tian F, Prestegard JH, Valafar H (2008) REDCRAFT: a tool for simultaneous characterization of protein backbone structure and motion from RDC data. J Magn Reson 191:322–334

    Article  ADS  Google Scholar 

  • Bujnicki JM (2006) Protein-structure prediction by recombination of fragments. ChemBioChem 7:19–27

    Article  Google Scholar 

  • Cavalli A, Salvatella X, Dobson CM, Vendruscolo M (2007) Protein structure determination from NMR chemical shifts. Proc Natl Acad Sci USA 104:9615–9620

    Article  ADS  Google Scholar 

  • Cavanagh J, Fairbrother WJ, Palmer AG III, Skelton NJ, Rance M (2006) Protein NMR pectroscopy, second edition: principles and practice. Elservier Academic Press, San Diego

    Google Scholar 

  • Clore GM, Iwaha J (2009) Theory, practice, and applications of paramagnetic relaxation enhancement for the characterization of transient low-population states of biological macromolecules and their complexes. Chem Rev 109:4108–4139

    Article  Google Scholar 

  • Clore GM, Gronenborn AM, Bax A (1998) A robust method for determining the magnitude of the fully asymmetric alignment tensor of oriented macromolecules in the absence of structural information. J Magn Reson 133:216–221

    Article  ADS  Google Scholar 

  • Coggins BE, Zhou P (2003) PACES: protein sequential assignment by computer-assisted exhaustive search. J Biomol NMR 26:93–111

    Article  Google Scholar 

  • Crippen GM, Rousaki A, Revington M, Zhang YB, Zuiderweg ERP (2010) SAGA: rapid automatic mainchain NMR assignment for large proteins. J Biomol NMR 46:281–298

    Article  Google Scholar 

  • Delaglio F, Kontaxis G, Bax A (2000) Protein structure determination using molecular fragment replacement and NMR dipolar couplings. J Am Chem Soc 122:2142–2143

    Article  Google Scholar 

  • Donald BR, Martin J (2009) Automated NMR assignment and protein structure determination using sparse dipolar coupling constraints. Prog Nucl Magn Reson Spectrosc 55:101–127

    Article  Google Scholar 

  • Fitzkee NC, Bax A (2010) Facile measurement of 1H-15N residual dipolar couplings in larger perdeuterated proteins. J Biomol NMR 48:65–70

    Article  Google Scholar 

  • Frueh DP, Arthanari H, Koglin A, Walsh CT, Wagner G (2009) A double TROSY hNCAnH experiment for efficient assignment of large and challenging proteins. J Am Chem Soc 131:12880–12881

    Article  Google Scholar 

  • Grishaev A, Tugarinov V, Kay LE, Trewhella J, Bax A (2008a) Refined solution structures of the 82-kDa enzyme malate synthase G from joint NMR and synchrotron SAXS restraints. J Biomol NMR 40:95–106

    Article  Google Scholar 

  • Grishaev A, Ying JF, Canny MD, Pardi A, Bax A (2008b) Solution structure of tRNAval from refinement of homology model against residual dipolar coupling and SAXS data. J Biomol NMR 42:99–109

    Article  Google Scholar 

  • Hansen MR, Mueller L, Pardi A (1998) Tunable alignment of macromolecules by filamentous phage yields dipolar coupling interactions. Nat Struct Biol 5:1065–1074

    Article  Google Scholar 

  • Hu K, Doucleff M, Clore GM (2009) Using multiple quantum coherence to increase the 15N resolution in a three-dimensional TROSY HNCO experiment for accurate PRE and RDC measurements. J Magn Reson 200:173–177

    Article  ADS  Google Scholar 

  • Hus J, Prompers JJ, Bruschweiler R (2002) Assignment strategy for proteins with known structure. J Magn Reson 157:119–123

    Article  ADS  Google Scholar 

  • Hwang TL, van Zijl PCM, Mori S (1998) Accurate quantitation of water-amide proton exchange rates using the phase-modulated CLEAN chemical EXchange (CLEANEX-PM) approach with a Fast-HSQC (FHSQC) detection scheme. J Biomol NMR 11:221–226

    Article  Google Scholar 

  • Jensen MR, Salmon L, Nodet G, Blackledge M (2010) Defining conformational ensembles of intrinsically disordered and partially folded proteins directly from chemical shifts. J Am Chem Soc 132:1270–1271

    Article  Google Scholar 

  • Jung YS, Zweckstetter M (2004) Backbone assignment of proteins with known structure using residual dipolar couplings. J Biomol NMR 30:25–35

    Article  Google Scholar 

  • Jung Y, Sharma M, Zweckstetter M (2004) Simultaneous assignment and structure determination of protein backbones by using NMR dipolar couplings. Angew Chem Int Edit 43:3479–3481

    Article  Google Scholar 

  • Langmead CJ, Donald B (2004) An expectation/maximization nuclear vector replacement algorithm for automated NMR resonance assignments. J Biomol NMR 29:111–138

    Article  Google Scholar 

  • Marassi FM, Opella SJ (2000) A solid-state NMR index of helical membrane protein structure and topology. J Magn Reson 144:150–155

    Article  ADS  Google Scholar 

  • Meiler J, Baker D (2003) Rapid protein fold determination using unassigned NMR data. Proc Natl Acad Sci USA 100:15404–15409

    Article  ADS  Google Scholar 

  • Meiler J, Baker D (2005) The fumarate sensor DcuS: progress in rapid protein fold elucidation by combining protein structure prediction methods with NMR spectroscopy. J Magn Reson 173:310–316

    Article  ADS  Google Scholar 

  • Mesleh MF, Opella SJ (2003) Dipolar waves as NMR maps of helices in proteins. J Magn Reson 163:288–299

    Article  ADS  Google Scholar 

  • Miao XJ, Mukhopadhyay R, Valafar H (2008) Estimation of relative order tensors, and reconstruction of vectors in space using unassigned RDC data and its application. J Magn Reson 194:202–211

    Article  ADS  Google Scholar 

  • Morris LC, Valafar H, Prestegard JH (2004) Assignment of protein backbone resonances using connectivity, torsion angles and 13Cα chemical shifts. J Biomol NMR 29:1–9

    Article  Google Scholar 

  • Mukhopadhyay R, Miao XJ, Shealy P, Valafar H (2009) Efficient and accurate estimation of relative order tensors from lambda-maps. J Magn Reson 198:236–247

    Article  ADS  Google Scholar 

  • Neal S, Nip AM, Zhang HY, Wishart DS (2003) Rapid and accurate calculation of protein 1H, 13C and 15N chemical shifts. J Biomol NMR 26:215–240

    Article  Google Scholar 

  • Nietlispach D, Ito Y, Laue ED (2002) A novel approach for the sequential backbone assignment of large proteins: selective intra-HNCA and DQ-HNCA. J Am Chem Soc 124:11199–11207

    Article  Google Scholar 

  • Ottiger M, Delaglio F, Bax A (1998) Measurement of J and dipolar couplings from simplified two-dimensional NMR spectra. J Magn Reson 131:373–378

    Article  ADS  Google Scholar 

  • Pintacuda G, Park AY, Keniry MA, Dixonj NE, Otting G (2006) Lanthanide labeling offers fast NMR approach to 3D structure determinations of protein-protein complex. J Am Chem Soc 128:3696–3702

    Article  Google Scholar 

  • Poget SF, Girvin ME (2007) Solution NMR of membrane proteins in bilayer mimics: small is beautiful, but sometimes bigger is better. Biochim Biophys Acta 1768:3098–3106

    Article  Google Scholar 

  • Prestegard JH, Bougault CM, Kishore AI (2004) Residual dipolar couplings in structure determination of biomolecules. Chem Rev 104:3519–3540

    Article  Google Scholar 

  • Pristovsek P, Ruterjans H, Jerala R (2002) Semiautomatic sequence-specific assignment of proteins based on the tertiary structure—The program st2nmr. J Comput Chem 23:335–340

    Article  Google Scholar 

  • Roberts E, Eargle J, Wright D, Luthey-Schulten Z (2006) MultiSeq: unifying sequence and structure data for evolutionary analysis. BMC Bioinformatics 7:382. doi:10.1186/1471-2105-7-382

    Article  Google Scholar 

  • Ruckert M, Otting G (2000) Alignment of biological macromolecules in novel nonionic liquid crystalline media for NMR experiments. J Am Chem Soc 122:7793–7797

    Article  Google Scholar 

  • Sattler M, Griesinger C (1999) Heteronuclear multidimensional NMR experiments for the structure determination of proteins in solution employing pulsed field gradients. Prog Nucl Magn Reson Spectrosc 34:93–158

    Article  Google Scholar 

  • Schueler-Furman O, Wang C, Bradley P, Misura K, Baker D (2005) Progress on modeling of protein structures and interactions. Science 310:638–642

    Article  ADS  Google Scholar 

  • Shen Y, Lange O et al (2008) Consistent blind protein structure generation from NMR chemical shift data. Proc Natl Acad Sci USA 105:4685–4690

    Article  ADS  Google Scholar 

  • Shen Y, Bryan PN, He YN, Orban J, Baker D, Bax A (2010) De novo structure generation using chemical shifts for proteins with high-sequence identity but different folds. Protein Sci 19:349–356

    Article  Google Scholar 

  • Sprangers R, Velyvis A, Kay LE (2007) Solution NMR of supramolecular complexes: providing new insights into function. Nat Methods 4:697–703

    Article  Google Scholar 

  • Stratmann D, Heijenoort C, Guittet E (2008) NOEnet—use of NOE networks for NMR resonance assignment of proteins with known 3D structure. Bioinformatics 25:474–481

    Article  Google Scholar 

  • Stratmann D, Guittet E, van Heijenoort C (2009) Robust structure-based resonance assignment for functional protein studies by NMR. J Biomol NMR 46:157–173

    Article  Google Scholar 

  • Takeuchi K, Wagner G (2006) NMR studies of protein interactions. Curr Opin Struct Biol 16:109–117

    Article  Google Scholar 

  • Takeuchi K, Frueh DP, Hyberts SG, Sun ZYJ, Wagner G (2010) High-resolution 3D CANCA NMR experiments for complete mainchain assignments using Cα direct detection. J Am Chem Soc 132:2945–2951

    Article  Google Scholar 

  • Tian F, Valafar H, Prestegard JH (2001) A dipolar coupling based strategy for simultaneous resonance assignment and structure determination of protein backbones. J Am Chem Soc 123:11791–11796

    Article  Google Scholar 

  • Valafar H, Prestegard JH (2004) REDCAT: a residual dipolar coupling analysis tool. J Magn Reson 167:228–241

    Article  ADS  Google Scholar 

  • Wang JF, Denny JK et al (2000) Imaging membrane protein helical wheels. J Magn Reson 144:162–167

    Article  ADS  Google Scholar 

  • Warren JJ, Moore PB (2001) A maxium likelihood method for determining Da and R for sets of dipolar coupling data. J Magn Reson 149:271–275

    Article  ADS  Google Scholar 

  • Wider G, Wüthrich K (1999) NMR spectroscopy of large molecules and multimolecular assemblies in solution. Curr Opin Struct Biol 9:594–601

    Article  Google Scholar 

  • Xiong F, Pandurangan G, Bailey-Kellogg C (2008) Contact replacement for NMR resonance assignment. Bioinformatics 24:I205–I213

    Article  Google Scholar 

  • Xu YQ, Zheng Y, Fan JS, Yang DW (2006a) A new strategy for structure determination of large proteins in solution without deuteration. Nat Methods 3:931–937

    Article  Google Scholar 

  • Xu YZ, Wang XX, Yang J, Vaynberg J, Qin J (2006b) PASA—A program for automated protein NMR backbone signal assignment by pattern-filtering approach. J Biomol NMR 34:41–56

    Article  Google Scholar 

  • Yang DW, Venters RA, Mueller G, Choy WY, Kay LE (1999) TROSY-based HNCO pulse sequences for the measurement of 1HN-15N, 15N-13CO, 1HN-13CO, 13CO-13Ca and 1HN-13Cα dipolar couplings in 15N, 13C, 2H-labeled proteins. J Biomol NMR 14:333–343

    Google Scholar 

  • Zhang Y (2009) Protein structure prediction: when is it useful? Curr Opin Struct Biol 19:145–155

    Article  Google Scholar 

  • Zweckstetter M (2003) Determination of molecular alignment tensors without backbone resonance assignment: aid to rapid analysis of protein-protein interactions. J Biomol NMR 27:41–56

    Article  Google Scholar 

  • Zweckstetter M (2008) NMR: prediction of molecular alignment from structure using the PALES software. Nat Protoc 3:679–690

    Article  Google Scholar 

  • Zweckstetter M, Bax A (2001) Single-step determination of protein substructures using dipolar couplings: aid to structural gemonics. J Am Chem Soc 123:9490–9491

    Article  Google Scholar 

  • Zweckstetter M, Bax A (2002) Evaluation of uncertainty in alignment tensors obtained from dipolar couplings. J Biomol NMR 23:127–137

    Article  Google Scholar 

Download references

Acknowledgments

We are grateful for financial supports from the National Institutes of Health (5R01GM081793-03), the American Diabetes Association (7-07-RA-34) and the Penn State University College of Medicine. We would like to thank Dr. James H. Prestegard at the University of Georgia, Dr. Homay Valafar at the University of South Carolina and Dr. Maria C. Bewley at Penn State University for helpful discussions. The work was performed on a 600 MHz NMR spectrometer at the NMR Core Facility at the Penn State College of Medicine, which was purchased with funds from NIH 1S10RRO21172 and the Tobacco Settlement Funds awarded by the Pennsylvania Department of Health. Several figures were prepared with the program VMD. VMD was developed with NIH support by the Theoretical and Computational Biophysics group at the Beckman Institute, University of Illinois at Urbana-Champaign.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Fang Tian.

Electronic supplementary material

Detailed sample preparation and plots of order matrix analysis of the input data for the bovine crystallin and PDZ3 structures by REDCAT. We are integrating the assignment scripts into a single program, and the program will be available upon request from the authors.

Supplementary material 1 (PDF 625 kb)

Rights and permissions

Reprints and permissions

About this article

Cite this article

Wang, X., Tash, B., Flanagan, J.M. et al. RDC derived protein backbone resonance assignment using fragment assembly. J Biomol NMR 49, 85–98 (2011). https://doi.org/10.1007/s10858-010-9467-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10858-010-9467-z

Keywords

Navigation