Supplementary Information

Size: px
Start display at page:

Download "Supplementary Information"

Transcription

1 Supplementary Information Switching of myosin-v motion between the lever-arm swing and Brownian search-and-catch Keisuke Fujita 1*, Mitsuhiro Iwaki 2,3*, Atsuko H. Iwane 1, Lorenzo Marcucci 1 & Toshio Yanagida 1,3 1 Soft Biosystem Group, Laboratories for Nanobiology, Graduate School of Frontier Biosciences, Osaka University, 1-3 Yamadaoka, Suita, Osaka , Japan. 2 Graduate School of Medicine, Osaka University, 1-3 Yamadaoka, Suita, Osaka , Japan. 3 Laboratory for Cell Dynamics Observation, Quantitative Biology Center, RIKEN, OLABB, 6-2-3, Furuedai, Suita, Osaka , Japan. *These authors contributed equally to this work. Correspondence and requests for materials should be addressed to M.I. ( iwaki@fbs.osaka-u.ac.jp) or to T.Y. ( yanagida@fbs.osaka-u.ac.jp). Supplementary Figures S1-S5 Supplementary Tables S1 Supplementary Discussion

2 Supplementary Figure S1. Typical trace of an optically-trapped myosin-v molecule. (a) Processive steps at 3 μm ATP. Data were low-pass filtered at 5 Hz with 12.8 Hz of sampling rate. Because the time interval (78 ms) is comparable to the duration of state 3, the intermediate state was rarely detected. The trace was corrected by an attenuation factor (Methods). (b) Dwell time distribution. The histogram was fitted to an auto-convolution of tk 2 exp (-kt) excluding the data in the white bar because the dwell times < 150 ms could be missed. k=2.4 s -1, N=218. (c) Step size distribution. Mean step sizes were determined by the central position of a single Gaussian curve (77 ± 1.9 nm, mean ± s.e.m). N=195.

3 Supplementary Figure S2. Langevin simulation of the Brownian head tethered to an optically-trapped bead via a DNA handle. (a) Model for the simulation. The bead is treated as an over-damped particle with drag coefficient γ B =1800 pnns/nm (derived by Stokes law assuming the radius of the bead is 105 nm and the viscosity of water at 25 C is pnms/nm 2 ), trapped by a linear spring of stiffness K trap = pn/nm, and attached via a DNA handle to a detached myosin head. The force-extension

4 curve of the DNA handle is a modified version of a freely jointed chain model 44. The length of the DNA, x, is given by x = L 0 [coth( 2FL p k B T ) k T B ](1+ F ) 2FL p K 0 where F is force; k B T, thermal energy; L 0, contour length under zero tension; L p, persistence length; and K o, elastic modulus. The detached head is treated as an over-damped particle with drag coefficient γ h =72.4 pnns/nm 33 and linked to the firmly attached forward head. The protein structure is simplified as an elastic cord of stiffness K protein =0.01 pn/nm (one-head bound state), where the value was estimated from directly observing the Brownian search by using a gold nano-particle attached to the myosin-v head (ref 34, unpublished result). The position of the attached head is varied to simulate experimental force values ( pn). The system of Langevin equations is numerically simulated by an Euler- Maruyama method. (b) Example of the simulated head (red) and bead (black) motion. The position of the detached head is simulated until it reaches the target position 57 nm forward its equilibrium position where it stops. (c) Dwell times between 20 nm and 57 nm sub-steps. (left) Experimental data at 3 μm ATP. The histogram was fitted by a single exponential with a rate constant of 8.1 s -1 excluding the data in the white bar because the dwell times < 50 ms could be missed. N=52. (right) Simulated distribution of the first-passage time with a time constant of 50 ms, which is comparable with the experimental value (123 ms). The discrepancy between the two is due to simplifications in the simulation like the detached head always attaching during its first passage. This assumption is based on biochemical data 27,45 that indicate a weak to strong transition (32 s -1 ) occurs in 95 % of the heads, while the weak to detach transition (1.63 s -1 ) occurs in just 5%. Shown values refer to the entire range of simulated forces. (d) Load dependence of the bead variance when myosin-v is in the observed one-headed bound state (red circles), observed two-headed bound state (blue circles), and simulated oneheaded bound state (orange circles). (e) Load dependence of the first-passage time for

5 the Brownian head to reach a forward (57 nm) actin target. Red circles are observed dwell times between 20 nm and 57 nm; black circles are simulated dwell times.

6 a b Supplementary Figure S3. Geometry between myosin-v and the bead. Illustrations show the geometry between the rear head and the linked bead (a) before and (b) after detachment of the rear head. Electron micrograph images of myosin-v are from Oke et al 35. (a) The depression angle (θ) was calculated by using the radius of the bead (105 nm) and the length of the DNA (60 nm) including the length of the modification (10

7 nm) due to the antibody and neutravidin. (b) The depression angle (39 o ) and the length of the lever-arm were derived from the micrograph. These calculations indicate that displacement of the bead due to detachment is negligible (~3 nm).

8 Supplementary Figure S4. Schematic diagram for myosin-v motility in a handover-hand mechanism (a) and inchworm-like mechanism (b). (a) Initially, both heads are in the ADP bound state and span the actin half helical pitch 36 nm apart (state 1). The rear head detaches from actin upon ATP binding and binds to the forward actin target 72 nm ahead, resulting in a 36 nm displacement by the tail (state 1-2, 2-3). Thus, myosin-v requires one ATP for each 36 nm tail displacement. (b) Initially, the rear head is the nucleotide-free state and the lead head is the ADP state (state 1). In an inchworm-like mechanism, the rear head detaches from actin upon ATP binding and

9 binds to the forward actin target next to, but ahead of the lead head, while the position of the tail remains unchanged (state 1-2). A 36 nm displacement by the tail couples with the lever-arm swing upon ADP release by the original lead head while in the adjacent head binding state (state 2-3). The original lead head detaches from actin upon ATP binding again, binds to the forward actin target such that both heads span the 36 nm actin half helical pitch (state 3-4). A second identical cycle then emerges (state 4-7). Thus, myosin-v requires two ATP for each 36 nm tail displacement.

10 Supplementary Figure S5. Simulation of an optically-trapped bead tagged to myosin-v via the C-terminus. (a) The maximum stall force generated by the kinetic parameters reported in Table 1 was simulated assuming conventional myosin nanometry. A bead with drag coefficient γ B =1800 pnnm/ns (see Fig. S2a) is trapped in a system with stiffness K trap = pn/nm and rigidly attached to the myosin-v C- terminus. The lever-arm of Head 1 can swing between the pre- and post- powerstroke states with reaction rates k swing and k reversal and detach at rates k detach1 and k detach2. To simulate k catch, Head 2 is simulated as an over-damped particle (drag coefficient, γ B =72 pnnm/ns 33 ) by using a numerical approximation corresponding to the Langevin equations described in Supplementary Figure S2. Here, the Brownian search and catch mechanism neglects the probability of backward steps (attachment to rear position R). Attachment to the forward position F occurs as soon as Head 2 reaches it. This

11 assumption is based on biochemical data 27,45 (see Fig. S2c). Protein stiffness, K p =0.2 pn/nm 37, and k B T=4.12 pnnm. The simulation stops when detachment occurs. (b) Simulated traces of bead motion. All simulations begin at approximately 1 pn of external force and stop when detachment occurs (from time when lines show no variance). Backward steps of 20 nm corresponding to lever-arm reversal are also observed (arrows). (c) Distribution of the stall force. The distribution shows a peak around 2.7 pn, showing that the kinetic parameters described in Figure 4c are compatible with previously reported stall forces from conventional nanometry studies 4,8.

12 Supplementary Table S1. Kinetic parameters obtained from the model analysis ΔG [k B T] d [nm] -3.3 ± ± 1.0

13 Supplementary Discussion The 65 nm peak in Figure 2a. When the 20 nm swing cannot be resolved, the observed step component should measure 77 nm. When the 20 nm step can be resolved, the step component should be observed as two substeps, a 20 nm component and a 57 nm component. Therefore, that both 77 and 57 nm steps are detectable suggests the 65 nm peak in Figure 2a is a result of a convolution of the two. Discrepancy between our results and others 32. Sellers and Veigel obtained higher rates for the swing and reversal transition than we did. However, they likely overestimated the swing and reversal rates because they neglect the detachment pathway when calculating the swing and reversal rates. Whereas they defined the lever arm-swing and reversal rate as the reciprocal of the average dwell time in the pre- and post-state, respectively, we obtained the lever arm-swing and reversal rate by considering other rates such as the detachment and catch rate from the reciprocals of the average dwell times. When the reactant can pass through multiple pathways, the increasing rate of each product equals the sum of each rate. This is derived from the model shown below. We start from the hypothesis that the events follow a reaction of the type:

14 where no reverse reactions are considered. In this case the concentration of C follows the differential equation: dc(t) dt = k 1 C k 2 C = k ( 1 + k 2 )C which can be solved analytically to obtain: C(t) = C 0 exp[ ( k 1 + k 2 )t] where C 0 is the initial concentration. Here, the cumulative frequencies of events is described by ( ) C(t 1 + dt) C(t 1 ) = C(t 1 )exp [ ( k 1 + k 2 )dt] 1 where t 1 is the dwell time. C also has the property: dc i (t) dt = k i Ct () where i=1, 2. Integrating gives, ( [ ]) C i (t) = C 0k i 1 exp ( k k 1 + k 1 + k 2 )t 2 Therefore, the product concentration increases exponentially with the sum of k 1 +k 2. Similarly, referring to Figure 3d in ref 32, can be rewritten to give,

15 Here, the decay rate of the dwell time of the post-lever-arm swing state equals k reversal +k detach1, and the decay rate of the dwell time of the pre-lever-arm swing state equals k swing +k detach2. However, Sellers and Veigel calculated the swing and reversal rate directly from the decay rate of the dwell time. In order to estimate the swing and reversal rates more accurately, the detachment rate should be subtracted from the apparent decay rate, a rate they did not calculate. Because they reported, The majority (60 70%) of final transitions before detachment were reversals at all forces, the detachment rate from the pre-lever-arm swing state should be larger than that of the post state. So the swing rate at the pre-state is more overestimated than the reversal rate at the post-state. Consequently, the reported 4 pn where the swing and reversal rates meet is too high. Another possible explanation, as Sellers and Veigel themselves suggest, is a difference in the force application geometry. Because they attached myosin monomers to the bead nonspecifically, the directions of the external force vary, which reduces the effective force on the lever arm swing (see cartoon a). This too would cause an overestimation. On the other hand, in our geometry, the bead follows the direction of the myosin movement, which means the direction of force is always opposite the walking direction and the lever arm swing (see cartoon b).

16 Supplementary References 44. Smith, S.B., Cui, Y. & Bustamante, C. Overstretching B-DNA: the elastic response of individual double-stranded and single-stranded DNA molecules. Science 271, (1996). 45. Hannemann, D.E., Cao, W., Olivares, A.O., Robblee, J.P. & De La Cruz, E.M. Magnesium, ADP, and actin binding linkage of myosin V: evidence for multiple myosin V-ADP and actomyosin V-ADP states. Biochemistry 44, (2005).

Anatoly B. Kolomeisky. Department of Chemistry CAN WE UNDERSTAND THE COMPLEX DYNAMICS OF MOTOR PROTEINS USING SIMPLE STOCHASTIC MODELS?

Anatoly B. Kolomeisky. Department of Chemistry CAN WE UNDERSTAND THE COMPLEX DYNAMICS OF MOTOR PROTEINS USING SIMPLE STOCHASTIC MODELS? Anatoly B. Kolomeisky Department of Chemistry CAN WE UNDERSTAND THE COMPLEX DYNAMICS OF MOTOR PROTEINS USING SIMPLE STOCHASTIC MODELS? Motor Proteins Enzymes that convert the chemical energy into mechanical

More information

Acto-myosin: from muscles to single molecules. Justin Molloy MRC National Institute for Medical Research LONDON

Acto-myosin: from muscles to single molecules. Justin Molloy MRC National Institute for Medical Research LONDON Acto-myosin: from muscles to single molecules. Justin Molloy MRC National Institute for Medical Research LONDON Energy in Biological systems: 1 Photon = 400 pn.nm 1 ATP = 100 pn.nm 1 Ion moving across

More information

Supplementary Information

Supplementary Information Supplementary Information Mechanical unzipping and rezipping of a single SNARE complex reveals hysteresis as a force-generating mechanism Duyoung Min, Kipom Kim, Changbong Hyeon, Yong Hoon Cho, Yeon-Kyun

More information

SUPPLEMENTARY INFORMATION

SUPPLEMENTARY INFORMATION doi:10.1038/nature09450 Supplementary Table 1 Summary of kinetic parameters. Kinetic parameters were V = V / 1 K / ATP and obtained using the relationships max ( + m [ ]) V d s /( 1/ k [ ATP] + 1 k ) =,

More information

Supplementary Materials for

Supplementary Materials for advances.sciencemag.org/cgi/content/full/1/9/e1500511/dc1 Supplementary Materials for Contractility parameters of human -cardiac myosin with the hypertrophic cardiomyopathy mutation R403Q show loss of

More information

3 Biopolymers Uncorrelated chains - Freely jointed chain model

3 Biopolymers Uncorrelated chains - Freely jointed chain model 3.4 Entropy When we talk about biopolymers, it is important to realize that the free energy of a biopolymer in thermal equilibrium is not constant. Unlike solids, biopolymers are characterized through

More information

Multimedia : Fibronectin and Titin unfolding simulation movies.

Multimedia : Fibronectin and Titin unfolding simulation movies. I LECTURE 21: SINGLE CHAIN ELASTICITY OF BIOMACROMOLECULES: THE GIANT PROTEIN TITIN AND DNA Outline : REVIEW LECTURE #2 : EXTENSIBLE FJC AND WLC... 2 STRUCTURE OF MUSCLE AND TITIN... 3 SINGLE MOLECULE

More information

Introduction: actin and myosin

Introduction: actin and myosin Introduction: actin and myosin Actin Myosin Myosin V and actin 375 residues Found in all eukaryotes Polymeric Forms track for myosin Many other cellular functions 36 nm pseudo-helical repeat Catalytic

More information

Elastic Lever-Arm Model for Myosin V

Elastic Lever-Arm Model for Myosin V 3792 Biophysical Journal Volume 88 June 2005 3792 3805 Elastic Lever-Arm Model for Myosin V Andrej Vilfan J. Stefan Institute, Ljubljana, Slovenia ABSTRACT We present a mechanochemical model for myosin

More information

Biophysik der Moleküle!

Biophysik der Moleküle! Biophysik der Moleküle!!"#$%&'()*+,-$./0()'$12$34!4! Molecular Motors:! - linear motors" 6. Dec. 2010! Muscle Motors and Cargo Transporting Motors! There are striking structural similarities but functional

More information

Supporting Information Converter domain mutations in myosin alter structural kinetics and motor function. Hershey, PA, MN 55455, USA

Supporting Information Converter domain mutations in myosin alter structural kinetics and motor function. Hershey, PA, MN 55455, USA Supporting Information Converter domain mutations in myosin alter structural kinetics and motor function Laura K. Gunther 1, John A. Rohde 2, Wanjian Tang 1, Shane D. Walton 1, William C. Unrath 1, Darshan

More information

Single molecule force spectroscopy reveals a highly compliant helical

Single molecule force spectroscopy reveals a highly compliant helical Supplementary Information Single molecule force spectroscopy reveals a highly compliant helical folding for the 30 nm chromatin fiber Maarten Kruithof, Fan-Tso Chien, Andrew Routh, Colin Logie, Daniela

More information

Magnetic tweezers and its application to DNA mechanics

Magnetic tweezers and its application to DNA mechanics Biotechnological Center Research group DNA motors (Seidel group) Handout for Practical Course Magnetic tweezers and its application to DNA mechanics When: 9.00 am Where: Biotec, 3 rd Level, Room 317 Tutors:

More information

SINGLE-MOLECULE PHYSIOLOGY

SINGLE-MOLECULE PHYSIOLOGY SINGLE-MOLECULE PHYSIOLOGY Kazuhiko Kinosita, Jr. Center for Integrative Bioscience, Okazaki National Research Institutes Higashiyama 5-1, Myodaiji, Okazaki 444-8585, Japan Single-Molecule Physiology under

More information

Supplemental Data. Stepping, Strain Gating, and an Unexpected. Force-Velocity Curve. for Multiple-Motor-Based Transport

Supplemental Data. Stepping, Strain Gating, and an Unexpected. Force-Velocity Curve. for Multiple-Motor-Based Transport Supplemental Data Stepping, Strain Gating, and an Unexpected Force-Velocity Curve for Multiple-Motor-Based Transport Ambarish Kunwar, Michael Vershinin, Jing Xu, and Steven P. Gross Supplemental Experimental

More information

SUPPLEMENTARY FIGURE 1. Force dependence of the unbinding rate: (a) Force-dependence

SUPPLEMENTARY FIGURE 1. Force dependence of the unbinding rate: (a) Force-dependence (b) BSA-coated beads double exponential low force exponential high force exponential 1 unbinding time tb [sec] (a) unbinding time tb [sec] SUPPLEMENTARY FIGURES BSA-coated beads without BSA.2.1 5 1 load

More information

ATP binding controls distinct structural transitions. of Escherichia coli DNA gyrase in complex with DNA

ATP binding controls distinct structural transitions. of Escherichia coli DNA gyrase in complex with DNA Supplementary Information ATP binding controls distinct structural transitions of Escherichia coli DNA gyrase in complex with DNA Aakash Basu, Allyn J. Schoeffler, James M. Berger, and Zev Bryant Table

More information

Phys 450 Spring 2011 Solution set 6. A bimolecular reaction in which A and B combine to form the product P may be written as:

Phys 450 Spring 2011 Solution set 6. A bimolecular reaction in which A and B combine to form the product P may be written as: Problem Phys 45 Spring Solution set 6 A bimolecular reaction in which A and combine to form the product P may be written as: k d A + A P k d k a where k d is a diffusion-limited, bimolecular rate constant

More information

BME Engineering Molecular Cell Biology. Basics of the Diffusion Theory. The Cytoskeleton (I)

BME Engineering Molecular Cell Biology. Basics of the Diffusion Theory. The Cytoskeleton (I) BME 42-620 Engineering Molecular Cell Biology Lecture 07: Basics of the Diffusion Theory The Cytoskeleton (I) BME42-620 Lecture 07, September 20, 2011 1 Outline Diffusion: microscopic theory Diffusion:

More information

Supporting Information for: Mechanism of Reversible Peptide-Bilayer. Attachment: Combined Simulation and Experimental Single-Molecule Study

Supporting Information for: Mechanism of Reversible Peptide-Bilayer. Attachment: Combined Simulation and Experimental Single-Molecule Study Supporting Information for: Mechanism of Reversible Peptide-Bilayer Attachment: Combined Simulation and Experimental Single-Molecule Study Nadine Schwierz a,, Stefanie Krysiak c, Thorsten Hugel c,d, Martin

More information

Dynamics of an inchworm nano walker

Dynamics of an inchworm nano walker Dynamics of an inchworm nano walker A. Ciudad a, J.M. Sancho a A.M. Lacasta b a Departament d Estructura i Constituents de la Matèria, Facultat de Física, Universitat de Barcelona, Diagonal 647, E-08028

More information

Mechanochemical coupling of two substeps in a single myosin V motor

Mechanochemical coupling of two substeps in a single myosin V motor Mechanochemical coupling of two substeps in a single myosin V motor Sotaro Uemura 1, Hideo Higuchi 2,3, Adrian O Olivares 4, Enrique M De La Cruz 4 & Shin ichi Ishiwata 1,5 Myosin V is a double-headed

More information

Lecture 7 : Molecular Motors. Dr Eileen Nugent

Lecture 7 : Molecular Motors. Dr Eileen Nugent Lecture 7 : Molecular Motors Dr Eileen Nugent Molecular Motors Energy Sources: Protonmotive Force, ATP Single Molecule Biophysical Techniques : Optical Tweezers, Atomic Force Microscopy, Single Molecule

More information

Quantitative Analysis of Forces in Cells

Quantitative Analysis of Forces in Cells Quantitative Analysis of Forces in Cells Anders Carlsson Washington University in St Louis Basic properties of forces in cells Measurement methods and magnitudes of particular types of forces: Polymerization

More information

arxiv: v1 [physics.bio-ph] 9 Aug 2011

arxiv: v1 [physics.bio-ph] 9 Aug 2011 Phenomenological analysis of ATP dependence of motor protein Yunxin Zhang Laboratory of Mathematics for Nonlinear Science, Centre for Computational System Biology, School of Mathematical Sciences, Fudan

More information

The flagellar motor of Caulobacter crescentus generates more torque when a cell swims backwards

The flagellar motor of Caulobacter crescentus generates more torque when a cell swims backwards The flagellar motor of Caulobacter crescentus generates more torque when a cell swims backwards Pushkar P. Lele a1, Thibault Roland a, Abhishek Shrivastava a, Yihao Chen and Howard C. Berg a Affiliations:

More information

A new model for myosin dimeric motors incorporating Brownian ratchet and powerstroke mechanisms

A new model for myosin dimeric motors incorporating Brownian ratchet and powerstroke mechanisms Invited Paper A new model for myosin dimeric motors incorporating Brownian ratchet and powerstroke mechanisms Brian Geislinger and Ryoichi Kawai Department of Physics, University of Alabama at Birmingham,

More information

Dynamics of Myosin-V Processivity

Dynamics of Myosin-V Processivity Biophysical Journal Volume 88 February 2005 999 1008 999 Dynamics of Myosin-V Processivity Ganhui Lan* and Sean X. Sun* y *Department of Mechanical Engineering, and y Whitaker Institute of Biomedical Engineering,

More information

Department of Physics, University at Buffalo, Buffalo, NY INTRODUCTION

Department of Physics, University at Buffalo, Buffalo, NY INTRODUCTION proteins STRUCTURE O FUNCTION O BIOINFORMATICS Coarse-grained modeling of conformational transitions underlying the processive stepping of myosin V dimer along filamentous actin Wenjun Zheng* Department

More information

Models for Single Molecule Experiments

Models for Single Molecule Experiments Models for Single Molecule Experiments Binding Unbinding Folding - Unfolding -> Kramers Bell theory 1 Polymer elasticity: - Hooke s law (?) - FJC (Freely joined chain) - WLC (Worm-like chain) 3 Molecular

More information

D : SOLID MECHANICS. Q. 1 Q. 9 carry one mark each. Q.1 Find the force (in kn) in the member BH of the truss shown.

D : SOLID MECHANICS. Q. 1 Q. 9 carry one mark each. Q.1 Find the force (in kn) in the member BH of the truss shown. D : SOLID MECHANICS Q. 1 Q. 9 carry one mark each. Q.1 Find the force (in kn) in the member BH of the truss shown. Q.2 Consider the forces of magnitude F acting on the sides of the regular hexagon having

More information

Soft Matter and Biological Physics

Soft Matter and Biological Physics Dr. Ulrich F. Keyser - ufk20 (at) cam.ac.uk Soft Matter and Biological Physics Question Sheet Michaelmas 2011 Version: November 2, 2011 Question 0: Sedimentation Initially consider identical small particles

More information

Supporting Text - Jégou et al.

Supporting Text - Jégou et al. Supporting Text - Jégou et al. I. PAUSES DURING DEPOLYMERIZATION Pauses were observed during the ymerization of individual filaments grown from ADP-, CrATP- or MgATPactin, in the presence or in the absence

More information

BME Engineering Molecular Cell Biology. Review: Basics of the Diffusion Theory. The Cytoskeleton (I)

BME Engineering Molecular Cell Biology. Review: Basics of the Diffusion Theory. The Cytoskeleton (I) BME 42-620 Engineering Molecular Cell Biology Lecture 08: Review: Basics of the Diffusion Theory The Cytoskeleton (I) BME42-620 Lecture 08, September 22, 2011 1 Outline Background: FRAP & SPT Review: microscopic

More information

Processivity of dimeric kinesin-1 molecular motors

Processivity of dimeric kinesin-1 molecular motors Processivity of dimeric kinesin-1 molecular motors Si-Kao Guo 1,2, Xiao-Xuan Shi 1,2, Peng-Ye Wang 1,2 and Ping Xie 1,2 1 Key Laboratory of Soft Matter Physics, Beijing National Laboratory for Condensed

More information

Linear Motors. Nanostrukturphysik II, Manuel Bastuck

Linear Motors. Nanostrukturphysik II, Manuel Bastuck Molecular l Motors I: Linear Motors Nanostrukturphysik II, Manuel Bastuck Why can he run so fast? Usain Bolt 100 m / 9,58 s Usain Bolt: http://www.wallpaperdev.com/stock/fantesty-usain-bolt.jpg muscle:

More information

Final exam. Please write your name on the exam and keep an ID card ready. You may use a calculator (but no computer or smart phone) and a dictionary.

Final exam. Please write your name on the exam and keep an ID card ready. You may use a calculator (but no computer or smart phone) and a dictionary. Biophysics of Macromolecules Prof. D. Braun and Prof. J. Lipfert SS 2015 Final exam Final exam Name: Student number ( Matrikelnummer ): Please write your name on the exam and keep an ID card ready. You

More information

Free energy recovery in single molecule experiments

Free energy recovery in single molecule experiments Supplementary Material Free energy recovery in single molecule experiments Single molecule force measurements (experimental setup shown in Fig. S1) can be used to determine free-energy differences between

More information

Five models for myosin V

Five models for myosin V Five models for myosin V Andrej Vilfan J. Stefan Institute, Jamova 39, 1000 Ljubljana, Slovenia Myosin V was the first discovered processive motor from the myosin family. It has therefore been subject

More information

Operation modes of the molecular motor kinesin

Operation modes of the molecular motor kinesin PHYSICAL REVIEW E 79, 011917 2009 Operation modes of the molecular motor kinesin S. Liepelt and R. Lipowsky Max Planck Institute of Colloids and Interfaces, Science Park Golm, 14424 Potsdam, Germany *

More information

ATP Synthase. Proteins as nanomachines. ATP Synthase. Protein physics, Lecture 11. Create proton gradient across. Thermal motion and small objects

ATP Synthase. Proteins as nanomachines. ATP Synthase. Protein physics, Lecture 11. Create proton gradient across. Thermal motion and small objects Proteins as nanomachines Protein physics, Lecture 11 ATP Synthase ATP synthase, a molecular motor Thermal motion and small objects Brownian motors and ratchets Actin and Myosin using random motion to go

More information

Muscle regulation and Actin Topics: Tropomyosin and Troponin, Actin Assembly, Actin-dependent Movement

Muscle regulation and Actin Topics: Tropomyosin and Troponin, Actin Assembly, Actin-dependent Movement 1 Muscle regulation and Actin Topics: Tropomyosin and Troponin, Actin Assembly, Actin-dependent Movement In the last lecture, we saw that a repeating alternation between chemical (ATP hydrolysis) and vectorial

More information

ATP hydrolysis 1 1 1

ATP hydrolysis 1 1 1 ATP hydrolysis 1 1 1 ATP hydrolysis 2 2 2 The binding zipper 1 3 3 ATP hydrolysis/synthesis is coupled to a torque Yasuda, R., et al (1998). Cell 93:1117 1124. Abrahams, et al (1994). Nature 370:621-628.

More information

Chapter 4 Bidirectional membrane tubes driven by nonprocessive motors

Chapter 4 Bidirectional membrane tubes driven by nonprocessive motors Chapter 4 Bidirectional membrane tubes driven by nonprocessive motors In cells, membrane tubes are extracted by molecular motors. Although individual motors cannot provide enough force to pull a tube,

More information

Mechanics of Motor Proteins and the Cytoskeleton Jonathon Howard Chapter 10 Force generation 2 nd part. Andrea and Yinyun April 4 th,2012

Mechanics of Motor Proteins and the Cytoskeleton Jonathon Howard Chapter 10 Force generation 2 nd part. Andrea and Yinyun April 4 th,2012 Mechanics of Motor Proteins and the Cytoskeleton Jonathon Howard Chapter 10 Force generation 2 nd part Andrea and Yinyun April 4 th,2012 I. Equilibrium Force Reminder: http://www.youtube.com/watch?v=yt59kx_z6xm

More information

Tecniche sperimentali: le optical tweezers

Tecniche sperimentali: le optical tweezers Tecniche sperimentali: le optical tweezers Le tecniche di molecola singola rispetto a quelle di insieme ensemble z z z z z z frequency activity activity time z z z Single molecule frequency activity activity

More information

SUPPLEMENTAL TEXT. k = k B

SUPPLEMENTAL TEXT. k = k B B SUPPLEMENTAL TEXT Relation between Trap Stiffness and Voltage Applied to Magnetic Tweezers At low magnetic field as used in this study (less than 100 Gauss) magnetization of magnetic beads, M can be

More information

c 2006 by Prasanth Sankar. All rights reserved.

c 2006 by Prasanth Sankar. All rights reserved. c 2006 by Prasanth Sankar. All rights reserved. PHENOMENOLOGICAL MODELS OF MOTOR PROTEINS BY PRASANTH SANKAR M. S., University of Illinois at Urbana-Champaign, 2000 DISSERTATION Submitted in partial fulfillment

More information

Conventional kinesin is a processive motor protein that walks

Conventional kinesin is a processive motor protein that walks Kinesin crouches to sprint but resists pushing Michael E. Fisher* and Young C. Kim Institute for Physical Science and Technology, University of Maryland, College Park, MD 20742 Contributed by Michael E.

More information

Supporting information for. Direct imaging of kinetic pathways of atomic diffusion in. monolayer molybdenum disulfide

Supporting information for. Direct imaging of kinetic pathways of atomic diffusion in. monolayer molybdenum disulfide Supporting information for Direct imaging of kinetic pathways of atomic diffusion in monolayer molybdenum disulfide Jinhua Hong,, Yuhao Pan,, Zhixin Hu, Danhui Lv, Chuanhong Jin, *, Wei Ji, *, Jun Yuan,,*,

More information

Binding Theory Equations for Affinity and Kinetics Analysis

Binding Theory Equations for Affinity and Kinetics Analysis Technology Note #101 Binding Theory Equations for Affinity and Kinetics Analysis This technology note summarizes important equations underlying the theory of binding of solute analytes to surface-tethered

More information

SECOND PUBLIC EXAMINATION. Honour School of Physics Part C: 4 Year Course. Honour School of Physics and Philosophy Part C C7: BIOLOGICAL PHYSICS

SECOND PUBLIC EXAMINATION. Honour School of Physics Part C: 4 Year Course. Honour School of Physics and Philosophy Part C C7: BIOLOGICAL PHYSICS 2757 SECOND PUBLIC EXAMINATION Honour School of Physics Part C: 4 Year Course Honour School of Physics and Philosophy Part C C7: BIOLOGICAL PHYSICS TRINITY TERM 2011 Monday, 27 June, 9.30 am 12.30 pm Answer

More information

Supplementary Information. SI Text 1: Derivation and assumptions of the effective temperature model

Supplementary Information. SI Text 1: Derivation and assumptions of the effective temperature model Supplementary Information SI Text 1: Derivation and assumptions of the effective temperature model We assume that the displacements of intracellular particles are due to passive thermal activity and active

More information

Magnetic Torque Tweezers: measuring torsional stiffness in DNA and RecA DNA filaments

Magnetic Torque Tweezers: measuring torsional stiffness in DNA and RecA DNA filaments Magnetic Torque Tweezers: measuring torsional stiffness in DNA and RecA DNA filaments Lipfert, J., Kerssemakers, J. W., Jager, T. & Dekker, N. H. Magnetic torque tweezers: measuring torsional stiffness

More information

Homework #4 Physics 498Bio Spring 2012 Prof. Paul Selvin

Homework #4 Physics 498Bio Spring 2012 Prof. Paul Selvin Assigned Wednesday Feb. 22, 2012: Due Wednesday February 29, 10:30am. Hand in at start of class. Late homework is not accepted. (Solution sets will be posted shortly after deadline.) Note: Marco will give

More information

A Simple Kinetic Model Describes the Processivity of Myosin-V

A Simple Kinetic Model Describes the Processivity of Myosin-V 1642 Biophysical Journal Volume 84 March 2003 1642 1650 A Simple Kinetic Model Describes the Processivity of Myosin-V Anatoly B. Kolomeisky* and Michael E. Fisher y *Department of Chemistry, Rice University,

More information

SECOND PUBLIC EXAMINATION. Honour School of Physics Part C: 4 Year Course. Honour School of Physics and Philosophy Part C C7: BIOLOGICAL PHYSICS

SECOND PUBLIC EXAMINATION. Honour School of Physics Part C: 4 Year Course. Honour School of Physics and Philosophy Part C C7: BIOLOGICAL PHYSICS 2757 SECOND PUBLIC EXAMINATION Honour School of Physics Part C: 4 Year Course Honour School of Physics and Philosophy Part C C7: BIOLOGICAL PHYSICS TRINITY TERM 2013 Monday, 17 June, 2.30 pm 5.45 pm 15

More information

Raymond A. Serway Chris Vuille. Chapter Thirteen. Vibrations and Waves

Raymond A. Serway Chris Vuille. Chapter Thirteen. Vibrations and Waves Raymond A. Serway Chris Vuille Chapter Thirteen Vibrations and Waves Periodic Motion and Waves Periodic motion is one of the most important kinds of physical behavior Will include a closer look at Hooke

More information

Part III. Polymer Dynamics molecular models

Part III. Polymer Dynamics molecular models Part III. Polymer Dynamics molecular models I. Unentangled polymer dynamics I.1 Diffusion of a small colloidal particle I.2 Diffusion of an unentangled polymer chain II. Entangled polymer dynamics II.1.

More information

BMB Class 17, November 30, Single Molecule Biophysics (II)

BMB Class 17, November 30, Single Molecule Biophysics (II) BMB 178 2018 Class 17, November 30, 2018 15. Single Molecule Biophysics (II) New Advances in Single Molecule Techniques Atomic Force Microscopy Single Molecule Manipulation - optical traps and tweezers

More information

Nuclear import of DNA: genetic modification of plants

Nuclear import of DNA: genetic modification of plants Nuclear import of DNA: genetic modification of plants gene delivery by Agrobacterium tumefaciens T. Tzfira & V. Citovsky. 2001. Trends in Cell Biol. 12: 121-129 VirE2 binds ssdna in vitro forms helical

More information

Adaptive Response of Actin Bundles under Mechanical Stress

Adaptive Response of Actin Bundles under Mechanical Stress Biophysical Journal, Volume 113 Supplemental Information Adaptive Response of Actin Bundles under Mechanical Stress Florian Rückerl, Martin Lenz, Timo Betz, John Manzi, Jean-Louis Martiel, Mahassine Safouane,

More information

Untangling the Mechanics of Entangled Biopolymers

Untangling the Mechanics of Entangled Biopolymers Untangling the Mechanics of Entangled Biopolymers Rae M. Robertson-Anderson Physics Department University of San Diego students/postdocs: Cole Chapman, PhD Tobias Falzone, PhD Stephanie Gorczyca, USD 16

More information

Lecture 5: Macromolecules, polymers and DNA

Lecture 5: Macromolecules, polymers and DNA 1, polymers and DNA Introduction In this lecture, we focus on a subfield of soft matter: macromolecules and more particularly on polymers. As for the previous chapter about surfactants and electro kinetics,

More information

Intracellular transport

Intracellular transport Transport in cells Intracellular transport introduction: transport in cells, molecular players etc. cooperation of motors, forces good and bad transport regulation, traffic issues, Stefan Klumpp image

More information

Papers and Reference Numbers 1. Bustamante, C., Chemla, Y. R., Forde, N. R., & Izhaky, D. (2004). Mechanical processes in biochemistry.

Papers and Reference Numbers 1. Bustamante, C., Chemla, Y. R., Forde, N. R., & Izhaky, D. (2004). Mechanical processes in biochemistry. Papers and Reference Numbers 1. Bustamante, C., Chemla, Y. R., Forde, N. R., & Izhaky, D. (2004). Mechanical processes in biochemistry. Annual review of biochemistry, 73, 705-48. 1.1. not his data. This

More information

Effects of Nonequilibrium Processes on Actin Polymerization and Force Generation

Effects of Nonequilibrium Processes on Actin Polymerization and Force Generation Effects of Nonequilibrium Processes on Actin Polymerization and Force Generation Anders Carlsson Washington University in St Louis Biological cells constantly utilize the influx of energy mediated by ATP

More information

GEM4 Summer School OpenCourseWare

GEM4 Summer School OpenCourseWare GEM4 Summer School OpenCourseWare http://gem4.educommons.net/ http://www.gem4.org/ Lecture: Polymer Chains by Ju Li. Given August 16, 2006 during the GEM4 session at MIT in Cambridge, MA. Please use the

More information

How DLS Works: Interference of Light

How DLS Works: Interference of Light Static light scattering vs. Dynamic light scattering Static light scattering measures time-average intensities (mean square fluctuations) molecular weight radius of gyration second virial coefficient Dynamic

More information

Sec. 2.1 Filaments in the cell 21 PART I - RODS AND ROPES

Sec. 2.1 Filaments in the cell 21 PART I - RODS AND ROPES Sec. 2.1 Filaments in the cell 21 PART I - RODS AND ROPES Sec. 2.1 Filaments in the cell 22 CHAPTER 2 - POLYMERS The structural elements of the cell can be broadly classified as filaments or sheets, where

More information

Direct Observation of Phosphate Inhibiting the Force-Generating Capacity of a Miniensemble of Myosin Molecules

Direct Observation of Phosphate Inhibiting the Force-Generating Capacity of a Miniensemble of Myosin Molecules Biophysical Journal Volume 15 November 213 1 11 1 Direct Observation of Phosphate Inhibiting the Force-Generating Capacity of a Miniensemble of Myosin Molecules Edward P. Debold, * Sam Walcott, Mike Woodward,

More information

Myosin V Passing over Arp2/3 Junctions: Branching Ratio Calculated from the Elastic Lever Arm Model

Myosin V Passing over Arp2/3 Junctions: Branching Ratio Calculated from the Elastic Lever Arm Model Biophysical Journal Volume 94 May 28 345 342 345 Myosin V Passing over Arp2/3 Junctions: Branching Ratio Calculated from the Elastic Lever Arm Model Andrej Vilfan J. Stefan Institute, Ljubljana, Slovenia

More information

ParM filament images were extracted and from the electron micrographs and

ParM filament images were extracted and from the electron micrographs and Supplemental methods Outline of the EM reconstruction: ParM filament images were extracted and from the electron micrographs and straightened. The digitized images were corrected for the phase of the Contrast

More information

Announcements. Homework 3 (Klaus Schulten s Lecture): Due Wednesday at noon. Next homework assigned. Due Wednesday March 1.

Announcements. Homework 3 (Klaus Schulten s Lecture): Due Wednesday at noon. Next homework assigned. Due Wednesday March 1. Announcements Homework 3 (Klaus Schulten s Lecture): Due Wednesday at noon. Next homework assigned. Due Wednesday March 1. No lecture next Monday, Feb. 27 th! (Homework is a bit longer.) Marco will have

More information

Biochemistry in Singulo:

Biochemistry in Singulo: Biochemistry in Singulo: When Less Means More Carlos Bustamante University of California, Berkeley The Ensemble Approach The study of chemical transforma9ons has been dominated by the ensemble method:

More information

Exam 3--PHYS 101--F15

Exam 3--PHYS 101--F15 Name: Exam 3--PHYS 0--F5 Multiple Choice Identify the choice that best completes the statement or answers the question.. It takes 00 m to stop a car initially moving at 25.0 m/s. The distance required

More information

Sarcomere Lattice Geometry Influences Cooperative Myosin Binding in Muscle

Sarcomere Lattice Geometry Influences Cooperative Myosin Binding in Muscle Sarcomere Lattice Geometry Influences Cooperative Myosin Binding in Muscle Bertrand C. W. Tanner 1, Thomas L. Daniel 2, Michael Regnier 1* 1 Department of Bioengineering, University of Washington, Seattle,

More information

t For l = 1 a monomer cannot be destroyed or created from nothing: = b p(2,t) a p(1,t).

t For l = 1 a monomer cannot be destroyed or created from nothing: = b p(2,t) a p(1,t). IITS: Statistical Physics in Biology Assignment # 5 KU Leuven 5/31/2013 Drift, Diffusion, and Dynamic Instability 1. Treadmilling Actin: Actin filaments are long, asymmetric, polymers involved in a variety

More information

Outline. Hook s law. Mass spring system Simple harmonic motion Travelling waves Waves in string Sound waves

Outline. Hook s law. Mass spring system Simple harmonic motion Travelling waves Waves in string Sound waves Outline Hook s law. Mass spring system Simple harmonic motion Travelling waves Waves in string Sound waves Hooke s Law Force is directly proportional to the displacement of the object from the equilibrium

More information

C7047. PART A Answer all questions, each carries 5 marks.

C7047. PART A Answer all questions, each carries 5 marks. 7047 Reg No.: Total Pages: 3 Name: Max. Marks: 100 PJ DUL KLM TEHNOLOGIL UNIVERSITY FIRST SEMESTER.TEH DEGREE EXMINTION, DEEMER 2017 ourse ode: E100 ourse Name: ENGINEERING MEHNIS PRT nswer all questions,

More information

FREEMAN MEDIA INTEGRATION GUIDE Chapter 7: Inside the Cell

FREEMAN MEDIA INTEGRATION GUIDE Chapter 7: Inside the Cell FREEMAN MEDIA INTEGRATION GUIDE Chapter 7: Inside the Cell All media is on the Instructors Resource CD/DVD JPEG Resources Figures, Photos, and Tables PowerPoint Resources Chapter Outline with Figures Lecture

More information

Quiz 5 Morphology of Complex Materials

Quiz 5 Morphology of Complex Materials 20302 Quiz 5 Morphology of Complex Materials ) a) The density of a mass-fractal decreases with the size of the mass fractal. Calculate the mass density of a mass-fractal and show that it decreases with

More information

Limitations of Constant-Force-Feedback Experiments

Limitations of Constant-Force-Feedback Experiments 19 Biophysical Journal Volume 13 October 1 19 199 Limitations of Constant-Force-Feedback Experiments Phillip J. Elms, John D. Chodera, Carlos J. Bustamante, {jj * and Susan Marqusee * Biophysics Graduate

More information

Polymerization/depolymerization motors

Polymerization/depolymerization motors Polymerization/depolymerization motors Movement formation Kuo Lab, J.H.U. http://www.nature.com/nature/journal/v407/n6807/extref/40 71026a0_S3.mov http://www.bme.jhu.edu/~skuo/movies/macrophchase.mov http://www.bme.jhu.edu/~skuo/movies/gc_filo.mov

More information

Actin and myosin constitute thin and thick filaments, respectively,

Actin and myosin constitute thin and thick filaments, respectively, Conformational change of the actomyosin complex drives the multiple stepping movement Tomoki P. Terada, Masaki Sasai, and Tetsuya Yomo Graduate School of Human Informatics, Nagoya University, Nagoya 464-860,

More information

Physics 218: Waves and Thermodynamics Fall 2002, James P. Sethna Homework 12, due Wednesday Dec. 4 Latest revision: November 26, 2002, 10:45 am

Physics 218: Waves and Thermodynamics Fall 2002, James P. Sethna Homework 12, due Wednesday Dec. 4 Latest revision: November 26, 2002, 10:45 am Physics 218: Waves and Thermodynamics Fall 2002, James P. Sethna Homework 12, due Wednesday Dec. 4 Latest revision: November 26, 2002, 10:45 am Reading Feynman, I.44 Laws of Thermodynamics, I.45 Illustrations

More information

Experimental biophysics: Optical tweezer lab Supervisor: Stefan Holm,

Experimental biophysics: Optical tweezer lab Supervisor: Stefan Holm, Experimental biophysics: Optical tweezer lab :, stefan.holm@ftf.lth.se Written by Jason Beech & Henrik Persson, March 2009. Modified 2014 Karl Adolfsson, 2016 Experimental Biophysics: FAF010F, FYST23,

More information

NIH Public Access Author Manuscript J Phys Condens Matter. Author manuscript; available in PMC 2014 November 20.

NIH Public Access Author Manuscript J Phys Condens Matter. Author manuscript; available in PMC 2014 November 20. NIH Public Access Author Manuscript Published in final edited form as: J Phys Condens Matter. 2013 November 20; 25(46):. doi:10.1088/0953-8984/25/46/463101. Motor Proteins and Molecular Motors: How to

More information

Polymerization and force generation

Polymerization and force generation Polymerization and force generation by Eric Cytrynbaum April 8, 2008 Equilibrium polymer in a box An equilibrium polymer is a polymer has no source of extraneous energy available to it. This does not mean

More information

Dynamics of a tagged monomer: Effects of elastic pinning and harmonic absorption. Shamik Gupta

Dynamics of a tagged monomer: Effects of elastic pinning and harmonic absorption. Shamik Gupta : Effects of elastic pinning and harmonic absorption Laboratoire de Physique Théorique et Modèles Statistiques, Université Paris-Sud, France Joint work with Alberto Rosso Christophe Texier Ref.: Phys.

More information

Supporting information for: Mechanism of lignin inhibition of enzymatic. biomass deconstruction

Supporting information for: Mechanism of lignin inhibition of enzymatic. biomass deconstruction Supporting information for: Mechanism of lignin inhibition of enzymatic biomass deconstruction Josh V. Vermaas,, Loukas Petridis, Xianghong Qi,, Roland Schulz,, Benjamin Lindner, and Jeremy C. Smith,,

More information

SUPPLEMENTARY INFORMATION. RNA intrusions change DNA elastic properties and structure

SUPPLEMENTARY INFORMATION. RNA intrusions change DNA elastic properties and structure Electronic Supplementary Material (ESI) for Nanoscale. This journal is The Royal Society of Chemistry 14 SUPPLEMENTARY INFORMATION RNA intrusions change DNA elastic properties and structure Hsiang-Chih

More information

SMASIS A STOCHASTIC MECHANO-CHEMICAL MODEL FOR COOPERATIVE MOTOR PROTEIN DYNAMICS

SMASIS A STOCHASTIC MECHANO-CHEMICAL MODEL FOR COOPERATIVE MOTOR PROTEIN DYNAMICS Proceedings of SMASIS 8 8 ASME Conference on Smart Materials, Adaptive Structures and Intelligent Systems October 8-3, 8, Ellicott City, Maryland, USA SMASIS8-585 A STOCHASTIC MECHANO-CHEMICAL MODEL FOR

More information

Supporting Information for: Kinetic Mechanisms Governing Stable Ribonucleotide Incorporation in Individual DNA Polymerase Complexes

Supporting Information for: Kinetic Mechanisms Governing Stable Ribonucleotide Incorporation in Individual DNA Polymerase Complexes Supporting Information for: Kinetic Mechanisms Governing Stable Ribonucleotide Incorporation in Individual DNA Polymerase Complexes Joseph M. Dahl, Hongyun Wang, José M. Lázaro, Margarita Salas, and Kate

More information

J09M.1 - Coupled Pendula

J09M.1 - Coupled Pendula Part I - Mechanics J09M.1 - Coupled Pendula J09M.1 - Coupled Pendula Two simple pendula, each of length l and mass m, are coupled by a spring of force constant k. The spring is attached to the rods of

More information

Lecture 13, 05 October 2004 Chapter 10, Muscle. Vertebrate Physiology ECOL 437 University of Arizona Fall instr: Kevin Bonine t.a.

Lecture 13, 05 October 2004 Chapter 10, Muscle. Vertebrate Physiology ECOL 437 University of Arizona Fall instr: Kevin Bonine t.a. Lecture 13, 05 October 2004 Chapter 10, Muscle Vertebrate Physiology ECOL 437 University of Arizona Fall 2004 instr: Kevin Bonine t.a.: Nate Swenson Vertebrate Physiology 437 18 1. Muscle A. Sarcomere

More information

Dynamic Model of a Badminton Stroke

Dynamic Model of a Badminton Stroke ISEA 28 CONFERENCE Dynamic Model of a Badminton Stroke M. Kwan* and J. Rasmussen Department of Mechanical Engineering, Aalborg University, 922 Aalborg East, Denmark Phone: +45 994 9317 / Fax: +45 9815

More information

Single-Molecule Methods I - in vitro

Single-Molecule Methods I - in vitro Single-Molecule Methods I - in vitro Bo Huang Macromolecules 2014.03.10 F 1 -ATPase: a case study Membrane ADP ATP Rotation of the axle when hydrolyzing ATP Kinosita group, 1997-2005 Single Molecule Methods

More information

Experimental Soft Matter (M. Durand, G. Foffi)

Experimental Soft Matter (M. Durand, G. Foffi) Master 2 PCS/PTSC 2016-2017 10/01/2017 Experimental Soft Matter (M. Durand, G. Foffi) Nota Bene Exam duration : 3H ecture notes are not allowed. Electronic devices (including cell phones) are prohibited,

More information

Functional analysis of spontaneous cell movement under different physiological conditions

Functional analysis of spontaneous cell movement under different physiological conditions Functional analysis of spontaneous cell movement under different physiological conditions Hiroaki Takagi 1,2,3,*, Masayuki J. Sato 1,3, Toshio Yanagida 1, Masahiro Ueda 1,3 1. Laboratories for Nanobiology,

More information