Single-molecule techniques in biophysics: a review of the progress in methods and applications
arXiv:1704.06837 · doi:10.1088/1361-6633/aa8a02
Abstract
Single-molecule biophysics has transformed our understanding of the fundamental molecular processes involved in living biological systems, but also of the fascinating physics of life. Far more exotic than a collection of exemplars of soft matter behaviour, active biological matter lives far from thermal equilibrium, and typically covers multiple length scales from the nanometre level of single molecules up several orders of magnitude to longer length scales in emergent structures of cells, tissues and organisms. Biological molecules are often characterized by an underlying instability, in that multiple metastable free energy states exist which are separated by energy levels of typically just a few multiples of the thermal energy scale of kBT, where kB is the Boltzmann constant and T the absolute temperature, implying complex, dynamic inter-conversion kinetics across this bumpy free energy landscape in the relatively hot, wet environment of real, living biological matter. The key utility of single-molecule biophysics lies in its ability to probe the underlying heterogeneity of free energy states across a population of molecules, which in general is too challenging for conventional ensemble level approaches which measure mean average properties. Parallel developments in both experimental and theoretical techniques have been key to the latest insights and are enabling the development of highly-multiplexed, correlative techniques to tackle previously intractable biological problems. Experimentally, technological developments in the sensitivity and speed of biomolecular detectors, the stability and efficiency of light sources, probes and microfluidics, have enabled and driven the study of heterogeneous behaviours both in vitro and in vivo that were previously undetectable by ensemble methods...
References in corpus (13)
- Deep Learning in Neural Networks: An Overview
- Graphene: A sub-nanometer trans-electrode membrane
- Nanometer resolution imaging and tracking of fluorescent molecules with minimal photon fluxes
- Backward Pulling Force from a Forward Propagating Beam
- Transverse conductance of DNA nucleotides in a graphene nanogap from first principles
- Quantum delocalization of protons in the hydrogen bond network of an enzyme active site
- Inferring diffusion in single live cells at the single molecule level
- The Physics of Life: one molecule at a time
- Millisecond single-molecule localization microscopy combined with convolution analysis and automated image segmentation to determine protein concentrations in complexly structured, functional cells, one cell at a time
- Strongly aligned gas-phase molecules at Free-Electron Lasers
- An automated image analysis framework for segmentation and division plane detection of single live Staphylococcus aureus cells which can operate at millisecond sampling time scales using bespoke Slimfield microscopy
- Deep Learning for Design and Retrieval of Nano-photonic Structures
- Designing a single-molecule biophysics tool for characterizing DNA damage for techniques that kill infectious pathogens through DNA damage effects
Cited by in corpus (12)
- Machine learning method for single trajectory characterization
- Comparing transient oligonucleotide hybridization kinetics using DNA-PAINT and optoplasmonic single-molecule sensing on gold nanorods
- Combining single-molecule super-resolved localization microscopy with fluorescence polarization imaging to study cellular processes
- Force-Dependent Folding Kinetics of Single Molecules with Multiple Intermediates and Pathways
- Point spread function engineering for spiral phase interferometric scattering microscopy enables robust 3D single-particle tracking
- Single-molecule imaging of DNA gyrase activity in living Escherichia coli
- Monitoring Single DNA Docking Site Activity With Sequential Modes of an Optoplasmonic Whispering-Gallery Mode Biosensor
- Maximum likelihood analysis of non-equilibrium solution-based single-molecule FRET data
- Correlative approaches in single-molecule biophysics: a review of the progress in methods and applications
- PySTACHIO: Python Single-molecule TrAcking stoiCHiometry Intensity and simulatiOn, a flexible, extensible, beginner-friendly and optimized program for analysis of single-molecule microscopy
- A gentle introduction to the non-equilibrium physics of trajectories: Theory, algorithms, and biomolecular applications
- Tricks of the light: the remarkable power of laser tweezers to dissect complex biological questions