Skip to main content
Log in

Conformational flexibility of N-glycans in solution studied by REMD simulations

  • Review
  • Published:
Biophysical Reviews Aims and scope Submit manuscript

Abstract

Protein–glycan recognition regulates a wide range of biological and pathogenic processes. Conformational diversity of glycans in solution is apparently incompatible with specific binding to their receptor proteins. One possibility is that among the different conformational states of a glycan, only one conformer is utilized for specific binding to a protein. However, the labile nature of glycans makes characterizing their conformational states a challenging issue. All-atom molecular dynamics (MD) simulations provide the atomic details of glycan structures in solution, but fairly extensive sampling is required for simulating the transitions between rotameric states. This difficulty limits application of conventional MD simulations to small fragments like di- and tri-saccharides. Replica-exchange molecular dynamics (REMD) simulation, with extensive sampling of structures in solution, provides a valuable way to identify a family of glycan conformers. This article reviews recent REMD simulations of glycans carried out by us or other research groups and provides new insights into the conformational equilibria of N-glycans and their alteration by chemical modification. We also emphasize the importance of statistical averaging over the multiple conformers of glycans for comparing simulation results with experimental observables. The results support the concept of “conformer selection” in protein–glycan recognition.

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
Fig. 5

Similar content being viewed by others

References

  • Almond A (2005) Towards understanding the interaction between oligosaccharides and water molecules. Carbohyd Res 340(5):907–920

    Article  CAS  Google Scholar 

  • André S, Unverzagt C, Kojima S, Frank M, Seifert J, Fink C, Kayser K, von der Lieth CW, Gabius HJ (2004) Determination of modulation of ligand properties of synthetic complex-type biantennary N-glycans by introduction of bisecting GlcNAc in silico, in vitro and in vivo. Eur J Biochem 271(1):118–134

    Article  PubMed  Google Scholar 

  • André S, Kožár T, Kojima S, Unverzagt C, Gabius HJ (2009) From structural to functional glycomics: core substitutions as molecular switches for shape and lectin affinity of N-glycans. Biol Chem 390(7):557–565

    Article  PubMed  Google Scholar 

  • Babin V, Sagui C (2010) Conformational free energies of methyl-α-L-iduronic and methyl-β-D-glucuronic acids in water. J Chem Phys 132:104108

    Article  PubMed  Google Scholar 

  • Beckham GT, Bomble YJ, Matthews JF, Taylor CB, Resch MG, Yarbrough JM, Decker SR, Bu LT, Zhao XC, McCabe C, Wohlert J, Bergenstråhle M, Brady JW, Adney WS, Himmel ME, Crowley MF (2010) The O-glycosylated linker from the trichoderma reesei family 7 cellulase is a flexible, disordered protein. Biophys J 99(11):3773–3781

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Campen RK, Verde AV, Kubicki JD (2007) Influence of glycosidic linkage neighbors on disaccharide conformation in vacuum. J Phys Chem B 111(49):13775–13785

    Article  CAS  PubMed  Google Scholar 

  • Corzana F, Motawia MS, Du Penhoat CH, Perez S, Tschampel SM, Woods RJ, Engelsen SB (2004) A hydration study of (1 −> 4) and (1 −> 6) linked alpha-glucans by comparative 10 ns molecular dynamics simulations and 500-MHz NMR. J Comput Chem 25(4):573–586

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • DeMarco ML, Woods RJ (2009) Atomic-resolution conformational analysis of the G(M3) ganglioside in a lipid bilayer and its implications for ganglioside-protein recognition at membrane surfaces. Glycobiology 19(4):344–355

    Article  CAS  PubMed  Google Scholar 

  • Fadda E, Woods RJ (2010) Molecular simulations of carbohydrates and protein-carbohydrate interactions: motivation, issues and prospects. Drug Discov Today 15(15–16):596–609

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Frank M, Schloissnig S (2010) Bioinformatics and molecular modeling in glycobiology. Cell Mol Life Sci 67(16):2749–2772

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Gabius HJ (2008) Glycans: bioactive signals decoded by lectins. Biochem Soc Trans 36:1491–1496

    Article  CAS  PubMed  Google Scholar 

  • Gabius HJ, André S, Jiménez-Barbero J, Romero A, Solís D (2011) From lectin structure to functional glycomics: principles of the sugar code. Trends Biochem Sci 36(6):298–313

    Article  CAS  PubMed  Google Scholar 

  • Guardiani C, Signorini GF, Livi R, Papini AM, Procacci P (2012) Conformational landscape of N-glycosylated peptides detecting autoantibodies in multiple sclerosis, revealed by hamiltonian replica exchange. J Phys Chem B 116(18):5458–5467

    Article  CAS  PubMed  Google Scholar 

  • Guvench O, Hatcher ER, Venable RM, Pastor RW, Mackerell AD (2009) CHARMM additive all-atom force field for glycosidic linkages between hexopyranoses. J Chem Theory Comput 5(9):2353–2370

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Hanashima S, Kato K, Yamaguchi Y (2011) C-13-NMR quantification of proton exchange at LewisX hydroxyl groups in water. Chem Commun 47(38):10800–10802

    Article  CAS  Google Scholar 

  • Hardy BJ (1997) The glycosidic linkage flexibility and time-scale similarity hypotheses. J Mol Struct 395:187–200

    Article  Google Scholar 

  • Harris R, Kiddle GR, Field RA, Milton MJ, Ernst B, Magnani JL, Homans SW (1999) Stable-isotope-assisted NMR studies on C-13-enriched sialyl Lewis(x) in solution and bound to E-selectin. J Am Chem Soc 121(11):2546–2551

    Article  CAS  Google Scholar 

  • Hatcher E, Guvench O, Mackerell AD (2009) CHARMM additive all-atom force field for aldopentofuranoses, methyl-aldopentofuranosides, and fructofuranose. J Phys Chem B 113(37):12466–12476

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Homans SW, Dwek RA, Boyd J, Mahmoudian M, Richards WG, Rademacher TW (1986) Conformational transitions in N-linked oligosaccharides. Biochem-Us 25(20):6342–6350

    Article  CAS  Google Scholar 

  • Homans SW, Dwek RA, Rademacher TW (1987a) Solution conformations of N-linked oligosaccharides. Biochem-Us 26(21):6571–6578

    Article  CAS  Google Scholar 

  • Homans SW, Dwek RA, Rademacher TW (1987b) Tertiary structure in N-linked oligosaccharides. Biochem-Us 26(20):6553–6560

    Article  CAS  Google Scholar 

  • Ikeguchi M (2004) Partial rigid-body dynamics in NPT, NPAT and NP gamma T ensembles for proteins and membranes. J Comput Chem 25(4):529–541

    Article  CAS  PubMed  Google Scholar 

  • Jo S, Song KC, Desaire H, MacKerell AD, Im W (2011) Glycan reader: automated sugar identification and simulation preparation for carbohydrates and glycoproteins. J Comput Chem 32(14):3135–3141

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Kim H, Choi Y, Lee J, Jeong K, Jung S (2009) Conformational analysis of trimannoside and bisected trimannoside using aqueous molecular dynamics simulations. Bull Kor Chem Soc 30(11):2723–2728

    Article  CAS  Google Scholar 

  • Kirschner KN, Woods RJ (2001) Solvent interactions determine carbohydrate conformation. Proc Natl Acad Sci USA 98(19):10541–10545

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Kirschner KN, Yongye AB, Tschampel SM, González-Outeiriño J, Daniels CR, Foley BL, Woods RJ (2008) GLYCAM06: a generalizable biomolecular force field. Carbohydrates. J Comput Chem 29(4):622–655

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Kollman PA, Massova I, Reyes C, Kuhn B, Huo S, Chong L, Lee M, Lee T, Duan Y, Wang W, Donini O, Cieplak P, Srinivasan J, Case DA, Cheatham TE, 3rd (2000) Calculating structures and free energies of complex molecules: combining molecular mechanics and continuum models. Accounts of chemical research 33 (12):889–897

    Google Scholar 

  • Kopitz J, von Reitzenstein C, Andre S, Kaltner H, Uhl J, Ehemann V, Cantz M, Gabius HJ (2001) Negative regulation of neuroblastoma cell growth by carbohydrate-dependent surface binding of galectin-1 and functional divergence from galectin-3. J Biol Chem 276(38):35917–35923

    Google Scholar 

  • Landström J, Widmalm G (2010) Glycan flexibility: insights into nanosecond dynamics from a microsecond molecular dynamics simulation explaining an unusual nuclear Overhauser effect. Carbohyd Res 345(2):330–333

    Article  Google Scholar 

  • Lei HX, Wu C, Liu HG, Duan Y (2007) Folding free-energy landscape of villin headpiece subdomain from molecular dynamics simulations. Proc Natl Acad Sci USA 104(12):4925–4930

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Lins RD, Hünenberger PH (2005) A new GROMOS force field for hexopyranose-based carbohydrates. J Comput Chem 26(13):1400–1412

    Article  CAS  PubMed  Google Scholar 

  • Liu P, Kim B, Friesner RA, Berne BJ (2005) Replica exchange with solute tempering: a method for sampling biological systems in explicit water. Proc Natl Acad Sci USA 102(39):13749–13754

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Mallajosyula SS, MacKerell AD (2011) Influence of solvent and intramolecular hydrogen bonding on the conformational properties of O-linked glycopeptides. J Phys Chem B 115(38):11215–11229

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Miyashita N, Straub JE, Thirumalai D, Sugita Y (2009) Transmembrane structures of amyloid precursor protein dimer predicted by replica-exchange molecular dynamics simulations. J Am Chem Soc 131(10):3438–3439

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Nagai T, Okamoto Y (2012) Replica-exchange molecular dynamics simulation of a lipid bilayer system with a coarse-grained model. Mol Simulat 38(5):437–441

    Article  CAS  Google Scholar 

  • Naidoo KJ, Denysyk D, Brady JW (1997) Molecular dynamics simulations of the N-linked oligosaccharide of the lectin from Erythrina corallodendron. Protein Eng 10(11):1249–1261

    Article  CAS  PubMed  Google Scholar 

  • Nishima W, Miyashita N, Yamaguchi Y, Sugita Y, Re S (2012) Effect of Bisecting GlcNAc and Core Fucosylation on Conformational Properties of Biantennary Complex-Type N-Glycans in Solution. J Phys Chem 116:8504–8512

    Google Scholar 

  • Ohtsubo K, Marth JD (2006) Glycosylation in cellular mechanisms of health and disease. Cell 126(5):855–867

    Article  CAS  PubMed  Google Scholar 

  • Okur A, Wickstrom L, Layten M, Geney R, Song K, Hornak V, Simmerling C (2006) Improved efficiency of replica exchange simulations through use of a hybrid explicit/implicit solvation model. J Chem Theory Comput 2(2):420–433

    Article  CAS  PubMed  Google Scholar 

  • Okur A, Roe DR, Cui GL, Hornak V, Simmerling C (2007) Improving convergence of replica-exchange simulations through coupling to a high-temperature structure reservoir. J Chem Theory Comput 3(2):557–568

    Article  CAS  PubMed  Google Scholar 

  • Pan D, Song YH (2010) Role of altered sialylation of the I-like domain of beta 1 integrin in the binding of fibronectin to β1 integrin: thermodynamics and conformational analyses. Biophys J 99(1):208–217

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Patriksson A, van der Spoel D (2008) A temperature predictor for parallel tempering simulations. Phys Chem Chem Phys 10(15):2073–2077

    Article  CAS  PubMed  Google Scholar 

  • Perić-Hassler L, Hansen HS, Baron R, Hünenberger PH (2010) Conformational properties of glucose-based disaccharides investigated using molecular dynamics simulations with local elevation umbrella sampling. Carbohyd Res 345(12):1781–1801

    Article  Google Scholar 

  • Phillips JC, Braun R, Wang W, Gumbart J, Tajkhorshid E, Villa E, Chipot C, Skeel RD, Kalé L, Schulten K (2005) Scalable molecular dynamics with NAMD. J Comput Chem 26(16):1781–1802

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Ramadugu SK, Chung YH, Fuentes EJ, Rice KG, Margulis CJ (2010) In silico prediction of the 3D structure of trimeric asialoglycoprotein receptor bound to triantennary oligosaccharide. J Am Chem Soc 132(26):9087–9095

    Article  CAS  PubMed  Google Scholar 

  • Re S, Miyashita N, Yamaguchi Y, Sugita Y (2011) Structural diversity and changes in conformational equilibria of biantennary complex-type N-glycans in water revealed by replica-exchange molecular dynamics simulation. Biophys J 101(10):L44–L46

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Rice KG, Wu PG, Brand L, Lee YC (1993) Experimental-determination of oligosaccharide 3-dimensional structure. Curr Opin Struc Biol 3(5):669–674

    Article  CAS  Google Scholar 

  • Salisburg AM, Deline AL, Lexa KW, Shields GC, Kirschner KN (2009) Ramachandran-type plots for glycosidic linkages: examples from molecular dynamic simulations using the Glycam06 force field. J Comput Chem 30(6):910–921

    Article  CAS  PubMed  Google Scholar 

  • Sayers EW, Prestegaud JH (2000) Solution conformations of a trimannoside from nuclear magnetic resonance and molecular dynamics simulations. Biophys J 79(6):3313–3329

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Shen TY, Langan P, French AD, Johnson GP, Gnanakaran S (2009) Conformational flexibility of soluble cellulose oligomers: chain length and temperature dependence. J Am Chem Soc 131(41):14786–14794

    Article  CAS  PubMed  Google Scholar 

  • Siebert HC, André S, Lu SY, Frank M, Kaltner H, van Kuik JA, Korchagina EY, Bovin N, Tajkhorshid E, Kaptein R, Vliegenthart JFG, von der Lieth CW, Jiménez-Barbero J, Kopitz J, Gabius HJ (2003) Unique conformer selection of human growth-regulatory lectin galectin-1 for ganglioside GM(1) versus bacterial toxins. Biochem-Us 42(50):14762–14773

    Article  CAS  Google Scholar 

  • Stubbs HJ, Lih JJ, Gustafson TL, Rice KG (1996) Influence of core fucosylation on the flexibility of a biantennary N-linked oligosaccharide. Biochem-Us 35(3):937–947

    Article  CAS  Google Scholar 

  • Sugita Y, Okamoto Y (1999) Replica-exchange molecular dynamics method for protein folding. Chem Phys Lett 314(1–2):141–151

    Article  CAS  Google Scholar 

  • Werz DB, Ranzinger R, Herget S, Adibekian A, von der Lieth CW, Seeberger PH (2007) Exploring the structural diversity of mammalian carbohydrates (“Glycospace”) by statistical databank analysis. ACS Chem Biol 2(10):685–691

    Article  CAS  PubMed  Google Scholar 

  • Woods RJ, Pathiaseril A, Wormald MR, Edge CJ, Dwek RA (1998) The high degree of internal flexibility observed for an oligomannose oligosaccharide does not alter the overall topology of the molecule. Eur J Biochem 258(2):372–386

    Article  CAS  PubMed  Google Scholar 

  • Yoda T, Sugita Y, Okamoto Y (2010) Hydrophobic core formation and dehydration in protein folding studied by generalized-ensemble simulations. Biophys J 99(5):1637–1644

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Yongye AB, Foley BL, Woods RJ (2008a) On achieving experimental accuracy from molecular dynamics simulations of flexible molecules: aqueous glycerol. J Phys Chem A 112(12):2634–2639

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Yongye AB, González-Outeiriño J, Glushka J, Schultheis V, Woods RJ (2008b) The conformational properties of methyl α-(2,8)-di/trisialosides and their N-acyl analogues: implications for anti-Neisseria meningitidis B vaccine design. Biochem-Us 47(47):12493–12514

    Article  CAS  Google Scholar 

  • Zhao YY, Sato Y, Isaji T, Fukuda T, Matsumoto A, Miyoshi E, Gu J, Taniguchi N (2008) Branched N-glycans regulate the biological functions of integrins and cadherins. FEBS J 275(9):1939–1948

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgements

This research was supported in part by a Grant for Scientific Research on a Priority Area ‘Transient macromolecular complex’ (to Y.S.), the Development and Use of the Next-Generation Supercomputer Project of the Ministry of Education, Culture, Sports, Science and Technology (MEXT) (to Y.S.), the Fund for Seeds of Collaborative Research of the RIKEN (to Y.Y., Y.S., and S.R.), and the Fund from the High Performance Computing Infrastructure (HPCI) Strategic Program of MEXT (to Y.S.). We also thank the RIKEN Integrated Cluster of Clusters (RICC) for providing computational resources.

Conflict of interest

None

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yuji Sugita.

Additional information

Special issue: Computational Biophysics

Rights and permissions

Reprints and permissions

About this article

Cite this article

Re, S., Nishima, W., Miyashita, N. et al. Conformational flexibility of N-glycans in solution studied by REMD simulations. Biophys Rev 4, 179–187 (2012). https://doi.org/10.1007/s12551-012-0090-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12551-012-0090-y

Keywords

Navigation