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Dive into the research topics where Nicholas Keller is active.

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Featured researches published by Nicholas Keller.


Proceedings of the National Academy of Sciences of the United States of America | 2014

Nonequilibrium dynamics and ultraslow relaxation of confined DNA during viral packaging

Zachary T. Berndsen; Nicholas Keller; Shelley Grimes; Paul J. Jardine; Douglas E. Smith

Significance The high-density packaging of DNA in many viruses is a process that requires the action of powerful molecular motor complexes. Besides being a key step in viral assembly, DNA packaging is a general model for understanding the physics of tightly confined polymers. A fundamental question raised in the literature is whether packaging can be modeled as a quasistatic thermodynamic process, in which the DNA relaxes quickly to equilibrium, or whether it involves nonequilibrium dynamics. In this study, we show that the confined DNA undergoes nonequilibrium dynamics with an extremely long relaxation time and this slows the motor, causes significant heterogeneity in packaging rates of individual viruses, and causes frequent pausing in DNA translocation by the motor. Many viruses use molecular motors that generate large forces to package DNA to near-crystalline densities inside preformed viral proheads. Besides being a key step in viral assembly, this process is of interest as a model for understanding the physics of charged polymers under tight 3D confinement. A large number of theoretical studies have modeled DNA packaging, and the nature of the molecular dynamics and the forces resisting the tight confinement is a subject of wide debate. Here, we directly measure the packaging of single DNA molecules in bacteriophage phi29 with optical tweezers. Using a new technique in which we stall the motor and restart it after increasing waiting periods, we show that the DNA undergoes nonequilibrium conformational dynamics during packaging. We show that the relaxation time of the confined DNA is >10 min, which is longer than the time to package the viral genome and 60,000 times longer than that of the unconfined DNA in solution. Thus, the confined DNA molecule becomes kinetically constrained on the timescale of packaging, exhibiting glassy dynamics, which slows the motor, causes significant heterogeneity in packaging rates of individual viruses, and explains the frequent pausing observed in DNA translocation. These results support several recent hypotheses proposed based on polymer dynamics simulations and show that packaging cannot be fully understood by quasistatic thermodynamic models.


Nature Communications | 2014

Evidence for an electrostatic mechanism of force generation by the bacteriophage T4 DNA packaging motor

Amy Migliori; Nicholas Keller; Tanfis I. Alam; Marthandan Mahalingam; Venigalla B. Rao; Gaurav Arya; Douglas E. Smith

How viral packaging motors generate enormous forces to translocate DNA into viral capsids remains unknown. Recent structural studies of the bacteriophage T4 packaging motor have led to a proposed mechanism wherein the gp17 motor protein translocates DNA by transitioning between extended and compact states, orchestrated by electrostatic interactions between complimentarily charged residues across the interface between the N- and C-terminal subdomains. Here, we show that site-directed alterations in these residues cause force dependent impairments of motor function including lower translocation velocity, lower stall force, and higher frequency of pauses and slips. We further show that the measured impairments correlate with computed changes in free energy differences between the two states. These findings support the proposed structural mechanism and further suggest an energy landscape model of motor activity that couples the free energy profile of motor conformational states with that of the ATP hydrolysis cycle.


Biophysical Journal | 2015

Continuous Allosteric Regulation of a Viral Packaging Motor by a Sensor that Detects the Density and Conformation of Packaged DNA

Zachary T. Berndsen; Nicholas Keller; Douglas E. Smith

We report evidence for an unconventional type of allosteric regulation of a biomotor. We show that the genome-packaging motor of phage ϕ29 is regulated by a sensor that detects the density and conformation of the DNA packaged inside the viral capsid, and slows the motor by a mechanism distinct from the effect of a direct load force on the motor. Specifically, we show that motor-ATP interactions are regulated by a signal that is propagated allosterically from inside the viral shell to the motor mounted on the outside. This signal continuously regulates the motor speed and pausing in response to changes in either density or conformation of the packaged DNA, and slows the motor before the buildup of large forces resisting DNA confinement. Analysis of motor slipping reveals that the force resisting packaging remains low (<1 pN) until ∼ 70% and then rises sharply to ∼ 23 pN at high filling, which is a several-fold lower value than was previously estimated under the assumption that force alone slows the motor. These findings are consistent with recent studies of the stepping kinetics of the motor. The allosteric regulatory mechanism we report allows double-stranded DNA viruses to achieve rapid, high-density packing of their genomes by limiting the buildup of nonequilibrium load forces on the motor.


Nature Physics | 2016

Single DNA molecule jamming and history-dependent dynamics during motor-driven viral packaging

Nicholas Keller; Shelley Grimes; Paul J. Jardine; Douglas E. Smith

In many viruses molecular motors forcibly pack single DNA molecules to near-crystalline density into ~50–100 nm prohead shells1, 2. Unexpectedly, we found that packaging frequently stalls in conditions that induce net attractive DNA-DNA interactions3. Here, we present findings suggesting that this stalling occurs because the DNA undergoes a nonequilibrium jamming transition analogous to that observed in many soft-matter systems, such as colloidal and granular systems4–8. Experiments in which conditions are changed during packaging to switch DNA-DNA interactions between purely repulsive and net attractive reveal strongly history-dependent dynamics. An abrupt deceleration is usually observed before stalling, indicating that a transition in DNA conformation causes an abrupt increase in resistance. Our findings suggest that the concept of jamming can be extended to a single polymer molecule. However, compared with macroscopic samples of colloidal particles5 we find that single DNA molecules jam over a much larger range of densities. We attribute this difference to the nanoscale system size, consistent with theoretical predictions for jamming of attractive athermal particles.9, 10


Physical Review E | 2017

Experimental comparison of forces resisting viral DNA packaging and driving DNA ejection

Nicholas Keller; Zachary T. Berndsen; Paul J. Jardine; Douglas E. Smith

We compare forces resisting DNA packaging and forces driving DNA ejection in bacteriophage phi29 with theoretical predictions. Ejection of DNA from prohead-motor complexes is triggered by heating complexes after in vitro packaging and force is inferred from the suppression of ejection by applied osmotic pressure. Ejection force from 0% to 80% filling is found to be in quantitative agreement with predictions of a continuum mechanics model that assumes a repulsive DNA-DNA interaction potential based on DNA condensation studies and predicts an inverse-spool conformation. Force resisting DNA packaging from ∼80% to 100% filling inferred from optical tweezers studies is also consistent with the predictions of this model. The striking agreement with these two different measurements suggests that the overall energetics of DNA packaging is well described by the model. However, since electron microscopy studies of phi29 do not reveal a spool conformation, our findings suggest that the spool model overestimates the role of bending rigidity and underestimates the role of intrastrand repulsion. Below ∼80% filling the inferred forces resisting packaging are unexpectedly lower than the inferred ejection forces, suggesting that in this filling range the forces are less accurately determined or strongly temperature dependent.


Proceedings of SPIE | 2013

Testing a structural model for viral DNA packaging motor function by optical tweezers measurements, site directed mutagenesis, and molecular dynamics calculations

Nicholas Keller; Amy Migliori; Gaurav Arya; Venigalla B. Rao; Douglas E. Smith

Many double-stranded DNA viruses employ a molecular motor to package DNA into preformed capsid shells. Based on structures of phage T4 motor proteins determined by X-ray crystallography and cryo-electron microscopy, Rao, Rossmann and coworkers recently proposed a structural model for motor function. They proposed that DNA is ratcheted by a large conformational change driven by electrostatic interactions between charged residues at an interface between two globular domains of the motor protein. We have conducted experiments to test this model by studying the effect on packaging under applied load of site-directed changes altering these residues. We observe significant impairment of packaging activity including reductions in packaging rate, percent time packaging, and time active under high load. We show that these measured impairments correlate well with alterations in free energies associated with the conformational change predicted by molecular dynamics simulations.


Proceedings of SPIE | 2013

Evidence for non-equilibrium dynamics in viral DNA packaging fromoptical tweezers measurements

Zachary T. Berndsen; Nicholas Keller; Douglas E. Smith

In many viruses molecular motors generate large forces to package DNA to high densities. The dynamics and energetics of this process is a subject of wide debate and is of interest as a model for studying confined polymer physics in general. Here we present preliminary results showing that DNA in bacteriophage phi29 undergoes nonequilibrium conformational dynamics during packaging with a relaxation time >60,000x longer than for free DNA and >3000x longer than reported for DNA confined in nanochannels. Nonequilibrium dynamics significantly increases the load on the motor, causes heterogeneity in the rates of packaging, and causes frequent pausing in motor translocation.


Proceedings of SPIE | 2012

Single-molecule studies of the effect of spermidine on DNA mechanics and viral DNA packaging

Nicholas Keller; Douglas E. Smith

Polyamine ions such as spermidine3+, along with monovalent and divalent salt ions, screen the negatively charged backbone of dsDNA and thereby facilitate processes in which DNA is confined in small spaces, such as viral DNA packaging. We use optical tweezers to directly manipulate single DNA molecules and have made preliminary measurements of the effect of spermidine on DNA elasticity, condensation, and viral packaging. We determine the concentration of spermidine3+ at which dsDNA condenses in the presence of Mg2+ and Na+ and report a monotonic increase in stretch modulus and decrease in persistence length at incremental spermidine concentrations up to the concentration at which dsDNA condenses. We also discuss the effect of spermidine on DNA packaging in bacteriophage phi29.


Physical Review Letters | 2014

Repulsive DNA-DNA interactions accelerate viral DNA packaging in phage Phi29.

Nicholas Keller; Damian delToro; Shelley Grimes; Paul J. Jardine; Douglas E. Smith


Journal of Molecular Biology | 2016

Walker-A Motif Acts to Coordinate ATP Hydrolysis with Motor Output in Viral DNA Packaging

Damian delToro; David Ortiz; Mariam Ordyan; Jean Sippy; Choon Seok Oh; Nicholas Keller; Michael Feiss; Carlos Enrique Catalano; Douglas E. Smith

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Damian delToro

University of California

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Amy Migliori

University of California

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Gaurav Arya

University of California

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Venigalla B. Rao

The Catholic University of America

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Choon Seok Oh

Roy J. and Lucille A. Carver College of Medicine

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