First-Principles Modeling of Protein/Surface Interactions. Polyglycine Secondary Structure Adsorption on the TiO2 (101) Anatase Surface Adopting a Full Periodic Approach

Computational modeling of protein/surface systems is challenging since the conformational variations of the protein and its interactions with the surface need to be considered at once. Adoption of first-principles methods to this purpose is overwhelming and computationally extremely expensive so that, in many cases, dramatically simplified systems (e.g., small peptides or amino acids) are used at the expenses of modeling nonrealistic systems. In this work, we propose a cost-effective strategy for the modeling of peptide/surface interactions at a full quantum mechanical level, taking the adsorption of polyglycine on the TiO2 (101) anatase surface as a test case. Our approach is based on applying the periodic boundary conditions for both the surface model and the polyglycine peptide, giving rise to full periodic polyglycine/TiO2 surface systems. By proceeding this way, the considered complexes are modeled with a drastically reduced number of atoms compared with the finite-analogous systems, modeling the polypeptide structures at the same time in a realistic way. Within our modeling approach, full periodic density functional theory calculations (including implicit solvation effects) and ab initio molecular dynamics (AIMD) simulations at the PBE-D2* theory level have been carried out to investigate the adsorption and relative stability of the different polyglycine structures (i.e., extended primary, β-sheet, and α-helix) on the TiO2 surface. It has been found that, upon adsorption, secondary structures become partially denatured because the peptide C═O groups form Ti-O═C dative bonds. AIMD simulations have been fundamental to identify these phenomena because thermal and entropic effects are of paramount importance. Irrespective of the simulated environments (gas phase and implicit solvent), adsorption of the α-helix is more favorable than that of the β-sheet because in the former, more Ti-O═C bonds are formed and the adsorbed secondary structure results less distorted with respect to the isolated state. Under the implicit water solvent, additionally, adsorbed β-sheet structures weaken with respect to their isolated states as the H-bonds between the strands are longer due to solvation effects. Accordingly, the results indicate that the preferred conformation upon adsorption is the α-helix over the β-sheet.

[1]  Ruth Pachter,et al.  Toward understanding amino acid adsorption at metallic interfaces: a density functional theory study. , 2009, ACS applied materials & interfaces.

[2]  G. Cody,et al.  Primordial carbonylated iron-sulfur compounds and the synthesis of pyruvate. , 2000, Science.

[3]  Stefan Seeger,et al.  Investigating alanine-silica interaction by means of first-principles molecular-dynamics simulations. , 2008, Chemphyschem : a European journal of chemical physics and physical chemistry.

[4]  Zhiwei Feng,et al.  Mechanism of graphene oxide as an enzyme inhibitor from molecular dynamics simulations. , 2014, ACS applied materials & interfaces.

[5]  Vincenzo Carravetta,et al.  Peptide-TiO2 surface interaction in solution by ab initio and molecular dynamics simulations. , 2006, The journal of physical chemistry. B.

[6]  Rajesh R Naik,et al.  Chemistry of aqueous silica nanoparticle surfaces and the mechanism of selective peptide adsorption. , 2012, Journal of the American Chemical Society.

[7]  Timothy Hughbanks,et al.  Structural-electronic relationships in inorganic solids: powder neutron diffraction studies of the rutile and anatase polymorphs of titanium dioxide at 15 and 295 K , 1987 .

[8]  Hicham Idriss,et al.  DFT computational study of the RGD peptide interaction with the rutile TiO2 (110) surface , 2014 .

[9]  Daria B Kokh,et al.  Modeling and simulation of protein–surface interactions: achievements and challenges , 2016, Quarterly Reviews of Biophysics.

[10]  A. Márquez,et al.  Adsorption of prototypical amino acids on silica: Influence of the pre-adsorbed water multilayer , 2016 .

[11]  R. Hazen Presidential Address to the Mineralogical Society of America, Salt Lake City, October 18, 2005: Mineral surfaces and the prebiotic selection and organization of biomolecules , 2006 .

[12]  Stefano Corni,et al.  GolP: An atomistic force‐field to describe the interaction of proteins with Au(111) surfaces in water , 2009, J. Comput. Chem..

[13]  Lucio Colombi Ciacchi,et al.  A Classical Potential to Model the Adsorption of Biological Molecules on Oxidized Titanium Surfaces. , 2011, Journal of chemical theory and computation.

[14]  M. Sodupe,et al.  Gas-Phase and Microsolvated Glycine Interacting with Boron Nitride Nanotubes. A B3LYP-D2* Periodic Study , 2014 .

[15]  R. Naik,et al.  Electronic properties of a graphene device with peptide adsorption: insight from simulation. , 2013, ACS applied materials & interfaces.

[16]  Tao Wei,et al.  Lysozyme adsorption on polyethylene surfaces: why are long simulations needed? , 2011, Langmuir : the ACS journal of surfaces and colloids.

[17]  Y. Duan,et al.  Chemistry, biology, and medicine of fluorescent nanomaterials and related systems: new insights into biosensing, bioimaging, genomics, diagnostics, and therapy. , 2014, Chemical reviews.

[18]  S. Köppen,et al.  An SCC-DFTB/MD Study of the Adsorption of Zwitterionic Glycine on a Geminal Hydroxylated Silica Surface in an Explicit Water Environment , 2011 .

[19]  Peter T Cummings,et al.  Adsorption of arginine-glycine-aspartate tripeptide onto negatively charged rutile (110) mediated by cations: the effect of surface hydroxylation. , 2013, ACS applied materials & interfaces.

[20]  P. Ugliengo,et al.  Decoding Collagen Triple Helix Stability by Means of Hybrid DFT Simulations. , 2019, The journal of physical chemistry. B.

[21]  Boubakar Diawara,et al.  DFT Periodic Study of the Adsorption of Glycine on the Anhydrous and Hydroxylated (0001) Surfaces of α-Alumina , 2007 .

[22]  Thomas J Webster,et al.  Nanotechnology and biomaterials for orthopedic medical applications. , 2006, Nanomedicine.

[23]  M. Sodupe,et al.  Canonical, deprotonated, or zwitterionic? II. A computational study on amino acid interaction with the TiO2(110) rutile surface: comparison with the anatase (101) surface. , 2020, Physical chemistry chemical physics : PCCP.

[24]  G. Wächtershäuser,et al.  Evolution of the first metabolic cycles. , 1990, Proceedings of the National Academy of Sciences of the United States of America.

[25]  Yaoquan Tu,et al.  On the Mechanism of Protein Adsorption onto Hydroxylated and Nonhydroxylated TiO2 Surfaces , 2010 .

[26]  O. Bludský,et al.  The interaction of proteins with silica surfaces. Part I: Ab initio modeling , 2017 .

[27]  Kamila B. Muchowska,et al.  Synthesis and breakdown of universal metabolic precursors promoted by iron , 2019, Nature.

[28]  Stefan Grimme,et al.  Semiempirical GGA‐type density functional constructed with a long‐range dispersion correction , 2006, J. Comput. Chem..

[29]  T. Creamer,et al.  Side‐chain entropy effects on protein secondary structure formation , 2005, Proteins.

[30]  Carlo Cavazzoni,et al.  Hydroxyl-rich beta-sheet adhesion to the gold surface in water by first-principle simulations. , 2010, Journal of the American Chemical Society.

[31]  Tiffany R Walsh,et al.  GolP-CHARMM: First-Principles Based Force Fields for the Interaction of Proteins with Au(111) and Au(100). , 2013, Journal of chemical theory and computation.

[32]  Ganesan Narsimhan,et al.  Effect of surface concentration on secondary and tertiary conformational changes of lysozyme adsorbed on silica nanoparticles. , 2008, Biochimica et biophysica acta.

[33]  Robert A Latour,et al.  Molecular simulation of protein-surface interactions: Benefits, problems, solutions, and future directions (Review) , 2008, Biointerphases.

[34]  M Natália D S Cordeiro,et al.  DFT study of the adsorption of D-(L-)cysteine on flat and chiral stepped gold surfaces. , 2013, Langmuir : the ACS journal of surfaces and colloids.

[35]  G. Kresse,et al.  Ab initio molecular dynamics for liquid metals. , 1993 .

[36]  R. Hennig,et al.  Implicit self-consistent electrolyte model in plane-wave density-functional theory. , 2016, The Journal of chemical physics.

[37]  H. Urbassek,et al.  Molecular dynamics simulation of free and forced BSA adsorption on a hydrophobic graphite surface. , 2011, Langmuir : the ACS journal of surfaces and colloids.

[38]  A. Rimola Intrinsic Ladders of Affinity for Amino-Acid-Analogues on Boron Nitride Nanomaterials: A B3LYP-D2* Periodic Study , 2015 .

[39]  M. Sodupe,et al.  Canonical, Deprotonated or Zwitterionic? A Computational Study on Amino Acid Interaction with the TiO2 (101) Anatase Surface , 2017 .

[40]  Menghao Wang,et al.  Density functional theory study of interactions between glycine and TiO2/graphene nanocomposites , 2014 .

[41]  J. Smith,et al.  Biochemical evolution. I. Polymerization On internal, organophilic silica surfaces of dealuminated zeolites and feldspars. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[42]  R. Hazen,et al.  Mineral-organic interfacial processes: potential roles in the origins of life. , 2012, Chemical Society reviews.

[43]  Matej Praprotnik,et al.  Multiscale simulation of soft matter: from scale bridging to adaptive resolution. , 2008, Annual review of physical chemistry.

[44]  L. Tayebi,et al.  Biomedical Applications of TiO2 Nanostructures: Recent Advances , 2020, International journal of nanomedicine.

[45]  M. Corno,et al.  Ab initio modeling of protein/biomaterial interactions: competitive adsorption between glycine and water onto hydroxyapatite surfaces , 2009 .

[46]  Jeffrey J. Gray,et al.  The interaction of proteins with solid surfaces. , 2004, Current opinion in structural biology.

[47]  M. Corno,et al.  Ab initio modeling of protein/biomaterial interactions: glycine adsorption at hydroxyapatite surfaces. , 2008, Journal of the American Chemical Society.

[48]  Massimiliano Aschi,et al.  Does adsorption at hydroxyapatite surfaces induce peptide folding? Insights from large-scale B3LYP calculations. , 2012, Journal of the American Chemical Society.

[49]  Hernán Ahumada,et al.  SERS, Molecular Dynamics and Molecular Orbital Studies of the MRKDV Peptide on Silver and Membrane Surfaces , 2011 .

[50]  Tiffany R Walsh,et al.  Efficient conformational sampling of peptides adsorbed onto inorganic surfaces: insights from a quartz binding peptide. , 2013, Physical chemistry chemical physics : PCCP.

[51]  Sungyul Lee,et al.  Structures and Bonding Properties of Gold–Arg-Cys Complexes: DFT Study of Simple Peptide-Coated Metal , 2014 .

[52]  Anna Maria Ferrari,et al.  Ab initio periodic study of the conformational behavior of glycine helical homopeptides , 2010, J. Comput. Chem..

[53]  Kendra Letchworth-Weaver,et al.  Implicit solvation model for density-functional study of nanocrystal surfaces and reaction pathways. , 2013, The Journal of chemical physics.

[54]  Hafner,et al.  Ab initio molecular-dynamics simulation of the liquid-metal-amorphous-semiconductor transition in germanium. , 1994, Physical review. B, Condensed matter.

[55]  W. Eisenreich,et al.  A Possible Primordial Peptide Cycle , 2003, Science.

[56]  G. Kresse,et al.  Efficiency of ab-initio total energy calculations for metals and semiconductors using a plane-wave basis set , 1996 .

[57]  P. Mark Rodger,et al.  First-principles-based force field for the interaction of proteins with Au(100)(5 × 1) : an extension of GolP-CHARMM , 2013 .

[58]  Isabella Daidone,et al.  Surface packing determines the redox potential shift of cytochrome c adsorbed on gold. , 2014, Journal of the American Chemical Society.

[59]  Nikhil Guchhait,et al.  Domain specific association of small fluorescent probe trans-3-(4-monomethylaminophenyl)-acrylonitrile (MMAPA) with bovine serum albumin (BSA) and its dissociation from protein binding sites by Ag nanoparticles: spectroscopic and molecular docking study. , 2012, The journal of physical chemistry. B.

[60]  V. Subramanian,et al.  Exploring the changes in the structure of α-helical peptides adsorbed onto a single walled carbon nanotube using classical molecular dynamics simulation. , 2010, The journal of physical chemistry. B.

[61]  Kresse,et al.  Efficient iterative schemes for ab initio total-energy calculations using a plane-wave basis set. , 1996, Physical review. B, Condensed matter.

[62]  Fabio Ganazzoli,et al.  Surface topography effects in protein adsorption on nanostructured carbon allotropes. , 2013, Langmuir : the ACS journal of surfaces and colloids.

[63]  I. Ali,et al.  Recent advances in syntheses, properties and applications of TiO2 nanostructures , 2018, RSC advances.

[64]  S. Bhatia,et al.  Nanotechnology: emerging tools for biology and medicine , 2013, Genes & development.

[65]  Stefano Corni,et al.  Simulation of Peptide–Surface Recognition , 2011 .

[66]  Stefano Corni,et al.  Cytochrome C on a gold surface: investigating structural relaxations and their role in protein-surface electron transfer by molecular dynamics simulations. , 2013, Physical chemistry chemical physics : PCCP.

[67]  M. Sodupe,et al.  When the Surface Matters: Prebiotic Peptide-Bond Formation on the TiO2 (101) Anatase Surface through Periodic DFT-D2 Simulations. , 2018, Chemistry.

[68]  M. Sodupe,et al.  Role of Mineral Surfaces in Prebiotic Chemical Evolution. In Silico Quantum Mechanical Studies , 2019, Life.

[69]  Robert A. Grothe,et al.  Structure of the cross-β spine of amyloid-like fibrils , 2005, Nature.

[70]  Ioan Andricioaei,et al.  Surface orientation of magainin 2: molecular dynamics simulation and sum frequency generation vibrational spectroscopic studies. , 2010, Langmuir : the ACS journal of surfaces and colloids.

[71]  S. Karna,et al.  Amino Acid Analogue-Conjugated BN Nanomaterials in a Solvated Phase: First Principles Study of Topology-Dependent Interactions with a Monolayer and a (5,0) Nanotube , 2017, ACS omega.

[72]  M. Corno,et al.  Method Dependence of Proline Ring Flexibility in the Poly-l-Proline Type II Polymer. , 2017, Journal of chemical theory and computation.

[73]  G. Kresse,et al.  From ultrasoft pseudopotentials to the projector augmented-wave method , 1999 .

[74]  J. Garza,et al.  Ab initio modelling of protein–biomaterial interactions: influence of amino acid polar side chains on adsorption at hydroxyapatite surfaces , 2012, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[75]  P. Ugliengo,et al.  B3LYP augmented with an empirical dispersion term (B3LYP-D*) as applied to molecular crystals , 2008 .

[76]  Albert Rimola,et al.  Silica surface features and their role in the adsorption of biomolecules: computational modeling and experiments. , 2013, Chemical reviews.

[77]  P. Ugliengo,et al.  Elucidating the Nature of Interactions in Collagen Triple Helix Wrapping. , 2019, The journal of physical chemistry letters.

[78]  Chenyi Liao,et al.  Multiscale simulations of protein G B1 adsorbed on charged self-assembled monolayers. , 2013, Langmuir : the ACS journal of surfaces and colloids.

[79]  M. Corno,et al.  How Does Collagen Adsorb on Hydroxyapatite? Insights From Ab Initio Simulations on a Polyproline Type II Model , 2018 .

[80]  Werner Treptow,et al.  Affinity of C60 neat fullerenes with membrane proteins: a computational study on potassium channels. , 2010, ACS nano.

[81]  Lucio Colombi Ciacchi,et al.  Specific material recognition by small peptides mediated by the interfacial solvent structure. , 2012, Journal of the American Chemical Society.

[82]  Javier Heras-Domingo,et al.  Water Adsorption on MO2 (M = Ti, Ru, and Ir) Surfaces. Importance of Octahedral Distortion and Cooperative Effects , 2019, ACS omega.

[83]  M. Vincenti,et al.  The formation and self-assembly of long prebiotic oligomers produced by the condensation of unactivated amino acids on oxide surfaces. , 2014, Angewandte Chemie.

[84]  Lei Zhao,et al.  TiO2 nanoparticles promote beta-amyloid fibrillation in vitro. , 2008, Biochemical and biophysical research communications.

[85]  Burke,et al.  Generalized Gradient Approximation Made Simple. , 1996, Physical review letters.

[86]  Berk Hess,et al.  Competing adsorption between hydrated peptides and water onto metal surfaces: from electronic to conformational properties. , 2008, Journal of the American Chemical Society.

[87]  O. Bludský,et al.  The interaction of proteins with silica surfaces. Part II: Free energies of capped amino acids , 2019, Computational and Theoretical Chemistry.