Deciphering the scaling of single-molecule interactions using Jarzynski’s equality

Unravelling the complexity of the macroscopic world relies on understanding the scaling of single-molecule interactions towards integral macroscopic interactions. Here, we demonstrate the scaling of single acid-amine interactions through a synergistic experimental approach combining macroscopic surface forces apparatus experiments and single-molecule force spectroscopy. This experimental framework is ideal for testing the well-renowned Jarzynski's equality, which relates work performed under non-equilibrium conditions with equilibrium free energy. Macroscopic equilibrium measurements scale linearly with the number density of interfacial bonds, providing acid-amine interaction energies of 10.9 ± 0.2 kT. Irrespective of how far from equilibrium single-molecule experiments are performed, the Jarzynski's free energy converges to 11 ± 1 kT. Our results validate the applicability of Jarzynski's equality to unravel the scaling of non-equilibrium single-molecule experiments to scenarios where large numbers of molecules interacts simultaneously in equilibrium. The developed scaling strategy predicts large-scale properties such as adhesion or cell-cell interactions on the basis of single-molecule measurements.

[1]  E. Place,et al.  Complexity in biomaterials for tissue engineering. , 2009, Nature materials.

[2]  D E Leckband,et al.  Direct force measurements of specific and nonspecific protein interactions. , 1994, Biochemistry.

[3]  G. Hummer,et al.  Free energy reconstruction from nonequilibrium single-molecule pulling experiments , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[4]  J. Rebek,et al.  Interaction energies and dynamics of acid-base pairs isolated in cavitands. , 2008, The Journal of organic chemistry.

[5]  J. Israelachvili,et al.  Recent advances in the surface forces apparatus (SFA) technique , 2010 .

[6]  N. W. Moore,et al.  The role of flexible tethers in multiple ligand-receptor bond formation between curved surfaces. , 2006, Biophysical journal.

[7]  C. Jarzynski Nonequilibrium Equality for Free Energy Differences , 1996, cond-mat/9610209.

[8]  C. Jarzynski Work Fluctuation Theorems and Single-Molecule Biophysics , 2006 .

[9]  C. Jarzynski Equilibrium free-energy differences from nonequilibrium measurements: A master-equation approach , 1997, cond-mat/9707325.

[10]  I. Tinoco,et al.  Equilibrium Information from Nonequilibrium Measurements in an Experimental Test of Jarzynski's Equality , 2002, Science.

[11]  Jacob N. Israelachvili,et al.  Interactions and visualization of bio-mimetic membrane detachment at smooth and nano-rough gold electrode surfaces , 2013 .

[12]  D. Leckband,et al.  Molecular mechanisms determining the strength of receptor-mediated intermembrane adhesion. , 1995, Biophysical journal.

[13]  P. Messersmith,et al.  Biological performance of mussel-inspired adhesive in extrahepatic islet transplantation. , 2010, Biomaterials.

[14]  Ferry Kienberger,et al.  Static and Dynamical Properties of Single Poly(Ethylene Glycol) Molecules Investigated by Force Spectroscopy , 2000 .

[15]  Kei Kamino,et al.  Underwater Adhesive of Marine Organisms as the Vital Link Between Biological Science and Material Science , 2008, Marine Biotechnology.

[16]  Jacob N. Israelachvili,et al.  Thin film studies using multiple-beam interferometry , 1973 .

[17]  M. Tirrell,et al.  A Study of Polyelectrolyte Brushes Formed from Adsorption of Amphiphilic Diblock Copolymers Using the Surface Forces Apparatus , 2002 .

[18]  Gerhard Hummer,et al.  Free Energy Surfaces from Single‐Molecule Force Spectroscopy , 2005 .

[19]  J. Israelachvili Intermolecular and surface forces , 1985 .

[20]  Renyi Zhang,et al.  A theoretical study of hydrated molecular clusters of amines and dicarboxylic acids. , 2013, The Journal of chemical physics.

[21]  F. Ritort,et al.  Experimental free-energy measurements of kinetic molecular states using fluctuation theorems , 2012, Nature Physics.

[22]  D. Leckband,et al.  Modulation of interaction forces between bilayers exposing short-chained ethylene oxide headgroups. , 1994, Biophysical journal.

[23]  M. Textor,et al.  Mechanical properties of mushroom and brush poly(ethylene glycol)-phospholipid membranes , 2011 .

[24]  E. Evans,et al.  Dynamic strength of molecular adhesion bonds. , 1997, Biophysical journal.

[25]  Bruce P. Lee,et al.  Mussel-Inspired Adhesives and Coatings. , 2011, Annual review of materials research.

[26]  P. Lipke,et al.  Unzipping a functional microbial amyloid. , 2012, ACS nano.

[27]  D. Needham,et al.  Range and magnitude of the steric pressure between bilayers containing phospholipids with covalently attached poly(ethylene glycol). , 1995, Biophysical journal.

[28]  J. Israelachvili,et al.  Hydrophobic forces, electrostatic steering, and acid-base bridging between atomically smooth self-assembled monolayers and end-functionalized PEGolated lipid bilayers. , 2012, Journal of the American Chemical Society.

[29]  Michael T. Woodside,et al.  Experimental validation of free-energy-landscape reconstruction from non-equilibrium single-molecule force spectroscopy measurements , 2011 .

[30]  E. Evans Probing the relation between force--lifetime--and chemistry in single molecular bonds. , 2001, Annual review of biophysics and biomolecular structure.

[31]  M. Allen,et al.  Error in dynamic spring constant calibration of atomic force microscope probes due to nonuniform cantilevers , 2011, Nanotechnology.

[32]  I. Popa,et al.  Direct Quantification of the Attempt Frequency Determining the Mechanical Unfolding of Ubiquitin Protein* , 2011, The Journal of Biological Chemistry.

[33]  K. Lam,et al.  Peptide and small molecule microarray for high throughput cell adhesion and functional assays. , 2001, Bioconjugate chemistry.

[34]  H. Gaub,et al.  Single-molecule adhesion of a stimuli-responsive oligo(ethylene glycol) copolymer to gold. , 2012, ACS nano.

[35]  C. Kiang,et al.  Experimental free energy surface reconstruction from single-molecule force spectroscopy using Jarzynski's equality. , 2007, Physical review letters.

[36]  D. Leckband,et al.  Intermolecular forces in biology , 2001, Quarterly Reviews of Biophysics.