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Single-molecule FRET (smFRET) has become a mainstream technique for studying biomolecular structural dynamics. The rapid and wide adoption of smFRET experiments by an ever-increasing number of groups has generated significant progress in sample preparation, measurement procedures, data analysis, algorithms and documentation. Several labs that employ smFRET approaches have joined forces to inform the smFRET community about streamlining how to perform experiments and analyze results for obtaining quantitative information on biomolecular structure and dynamics. The recent efforts include blind tests to assess the accuracy and the precision of smFRET experiments among different labs using various procedures. These multi-lab studies have led to the development of smFRET procedures and documentation, which are important when submitting entries into the archiving system for integrative structure models, PDB-Dev. This position paper describes the current 'state of the art' from different perspectives, points to unresolved methodological issues for quantitative structural studies, provides a set of 'soft recommendations' about which an emerging consensus exists, and lists openly available resources for newcomers and seasoned practitioners. To make further progress, we strongly encourage 'open science' practices.
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http://dx.doi.org/10.7554/eLife.60416 | DOI Listing |
Anal Chem
September 2025
Department of Chemistry, Virginia Commonwealth University, Richmond, Virginia 23284, United States.
Biomarkers have gained tremendous attention in recent years, as they offer reliable detection of diseases such as cancers and other health conditions. However, with the recent realization that one biomarker can be associated with more than one disease (cross-talk), there is a significant shift toward simultaneous monitoring of more than one biomarker to increase the accuracy of diagnosis. Despite a sizable effort made over the last several years, multiplexing using the common techniques including surface-enhanced Raman spectroscopy (SERS), microarrays, RT-qPCR, nanostring, fluorescence, and others requires target amplification, target labeling, or the use of additional probes/actuators, and hence, these requirements complicate the experiments and data analyses.
View Article and Find Full Text PDFProc Natl Acad Sci U S A
August 2025
Department of Chemistry and Center for Nanoscience, Ludwig-Maximilians-Universität Munich, Munich 81377, Germany.
The human Fic enzyme FicD plays an important role in regulating the Hsp70 homolog BiP in the endoplasmic reticulum: FicD reversibly modulates BiP's activity through attaching an adenosine monophosphate to the substrate binding domain. This reduces BiP's chaperone activity by shifting it into a conformation with reduced substrate affinity. Crystal structures of FicD in the apo, adenosine triphosphate (ATP)-bound, and BiP-bound states suggested significant conformational variability in the tetratricopeptide repeat (TPR) motifs.
View Article and Find Full Text PDFCurr Protoc
August 2025
Department of Chemistry, Indian Institute of Technology Jodhpur, Jodhpur, RJ, India.
Total internal reflection fluorescence (TIRF) microscopy enables the observation of complex bioassemblies and macromolecular dynamics in high spatial-temporal resolution at the single-molecule level in real time. Through TIRF illumination, fluorophores near a sample substrate are selectively excited within an evanescent field, thereby overcoming the axial diffraction limit of light. Prism-based TIRF (p-TIRF) microscopes are relatively straightforward to construct and can be readily adapted to accommodate a wide range of experimental applications, including the examination of macromolecular complexes, the study of the behavior of vesicles and small organelles, and the investigation of protein-DNA complexes at the single-molecule level.
View Article and Find Full Text PDFNucleic Acids Res
July 2025
Department of Physics, University of Oxford, Oxford OX1 3PU, United Kingdom.
A main limitation of single-molecule fluorescence (SMF) measurements is the 'high concentration barrier', describing the maximum concentration of fluorescent species tolerable for sufficient signal-to-noise ratio. To address this barrier in several SMF applications, we design fluorogenic probes based on short single-stranded DNAs, fluorescing only upon hybridizing to their complementary target sequence. We engineer the quenching efficiency and fluorescence enhancement upon duplex formation through screening several fluorophore-quencher combinations, label lengths, and sequence motifs, which we utilize as tuning screws to adapt our labels to different experimental designs.
View Article and Find Full Text PDFNat Commun
July 2025
Department of Chemical and Structural Biology, Weizmann Institute of Science, Rehovot, Israel.
Photon-by-photon analysis tools for diffusion-based single-molecule Förster resonance energy transfer (smFRET) experiments often describe protein dynamics with Markov models. However, FRET efficiencies are only projections of the conformational space such that the measured dynamics can appear non-Markovian. Model-free methods to quantify FRET efficiency fluctuations would be desirable in this case.
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