Abstract

Single-molecule Förster-resonance energy transfer (smFRET) experiments allow the study of biomolecular structure and dynamics in vitro and in vivo. We performed an international blind study involving 19 laboratories to assess the uncertainty of FRET experiments for proteins with respect to the measured FRET efficiency histograms, determination of distances, and the detection and quantification of structural dynamics. Using two protein systems with distinct conformational changes and dynamics, we obtained an uncertainty of the FRET efficiency ≤0.06, corresponding to an interdye distance precision of ≤2 Å and accuracy of ≤5 Å. We further discuss the limits for detecting fluctuations in this distance range and how to identify dye perturbations. Our work demonstrates the ability of smFRET experiments to simultaneously measure distances and avoid the averaging of conformational dynamics for realistic protein systems, highlighting its importance in the expanding toolbox of integrative structural biology.

An international blind study confirms that smFRET measurements on dynamic proteins are highly reproducible across instruments, analysis procedures and timescales, further highlighting the promise of smFRET for dynamic structural biology.

Details

Title
Reliability and accuracy of single-molecule FRET studies for characterization of structural dynamics and distances in proteins
Author
Agam, Ganesh 1   VIAFID ORCID Logo  ; Gebhardt, Christian 2   VIAFID ORCID Logo  ; Popara, Milana 3   VIAFID ORCID Logo  ; Mächtel, Rebecca 2 ; Folz, Julian 3   VIAFID ORCID Logo  ; Ambrose, Benjamin 4   VIAFID ORCID Logo  ; Chamachi, Neharika 5   VIAFID ORCID Logo  ; Chung, Sang Yoon 6 ; Craggs, Timothy D. 4   VIAFID ORCID Logo  ; de Boer, Marijn 7 ; Grohmann, Dina 8   VIAFID ORCID Logo  ; Ha, Taekjip 9   VIAFID ORCID Logo  ; Hartmann, Andreas 5   VIAFID ORCID Logo  ; Hendrix, Jelle 10   VIAFID ORCID Logo  ; Hirschfeld, Verena 11 ; Hübner, Christian G. 11 ; Hugel, Thorsten 12   VIAFID ORCID Logo  ; Kammerer, Dominik 13 ; Kang, Hyun-Seo 14   VIAFID ORCID Logo  ; Kapanidis, Achillefs N. 13 ; Krainer, Georg 15   VIAFID ORCID Logo  ; Kramm, Kevin 8 ; Lemke, Edward A. 16   VIAFID ORCID Logo  ; Lerner, Eitan 17   VIAFID ORCID Logo  ; Margeat, Emmanuel 18   VIAFID ORCID Logo  ; Martens, Kirsten 19 ; Michaelis, Jens 20   VIAFID ORCID Logo  ; Mitra, Jaba 21 ; Moya Muñoz, Gabriel G. 2   VIAFID ORCID Logo  ; Quast, Robert B. 18   VIAFID ORCID Logo  ; Robb, Nicole C. 22 ; Sattler, Michael 23 ; Schlierf, Michael 24   VIAFID ORCID Logo  ; Schneider, Jonathan 2 ; Schröder, Tim 1   VIAFID ORCID Logo  ; Sefer, Anna 20 ; Tan, Piau Siong 25 ; Thurn, Johann 26   VIAFID ORCID Logo  ; Tinnefeld, Philip 1 ; van Noort, John 19   VIAFID ORCID Logo  ; Weiss, Shimon 27   VIAFID ORCID Logo  ; Wendler, Nicolas 2   VIAFID ORCID Logo  ; Zijlstra, Niels 2 ; Barth, Anders 28   VIAFID ORCID Logo  ; Seidel, Claus A. M. 3   VIAFID ORCID Logo  ; Lamb, Don C. 1   VIAFID ORCID Logo  ; Cordes, Thorben 2   VIAFID ORCID Logo 

 Ludwig-Maximilians University München, Department of Chemistry, München, Germany (GRID:grid.5252.0) (ISNI:0000 0004 1936 973X) 
 Ludwig-Maximilians University München, Physical and Synthetic Biology, Faculty of Biology, Planegg-Martinsried, Germany (GRID:grid.5252.0) (ISNI:0000 0004 1936 973X) 
 Heinrich-Heine University Düsseldorf, Molecular Physical Chemistry, Düsseldorf, Germany (GRID:grid.411327.2) (ISNI:0000 0001 2176 9917) 
 University of Sheffield, Department of Chemistry, Sheffield, UK (GRID:grid.11835.3e) (ISNI:0000 0004 1936 9262) 
 B CUBE – Center for Molecular Bioengineering, Technische Universität Dresden, Dresden, Germany (GRID:grid.4488.0) (ISNI:0000 0001 2111 7257) 
 University of California, Department of Chemistry and Biochemistry, Los Angeles, USA (GRID:grid.19006.3e) (ISNI:0000 0000 9632 6718) 
 University of Groningen, Molecular Microscopy Research Group, Zernike Institute for Advanced Materials, AG Groningen, the Netherlands (GRID:grid.4830.f) (ISNI:0000 0004 0407 1981) 
 University of Regensburg, Department of Biochemistry, Genetics and Microbiology, Institute of Microbiology, Single-Molecule Biochemistry Laboratory, Regensburg, Germany (GRID:grid.7727.5) (ISNI:0000 0001 2190 5763) 
 Johns Hopkins University School of Medicine and Howard Hughes Medical Institute, Department of Biophysics and Biophysical Chemistry, Baltimore, USA (GRID:grid.21107.35) (ISNI:0000 0001 2171 9311) 
10  Hasselt University, Agoralaan C (BIOMED), Dynamic Bioimaging Laboratory, Advanced Optical Microscopy Center and Biomedical Research Institute, Hasselt, Belgium (GRID:grid.12155.32) (ISNI:0000 0001 0604 5662); KU Leuven, Department of Chemistry, Leuven, Belgium (GRID:grid.5596.f) (ISNI:0000 0001 0668 7884) 
11  University of Lübeck, Institute of Physics, Lübeck, Germany (GRID:grid.4562.5) (ISNI:0000 0001 0057 2672) 
12  University of Freiburg, Institute of Physical Chemistry, Freiburg, Germany (GRID:grid.5963.9); University of Freiburg, Signalling Research Centers BIOSS and CIBSS, Freiburg, Germany (GRID:grid.5963.9) 
13  University of Oxford, Department of Physics, Clarendon Laboratory, Oxford, UK (GRID:grid.4991.5) (ISNI:0000 0004 1936 8948); University of Oxford, Kavli Institute of Nanoscience Discovery, Oxford, UK (GRID:grid.4991.5) (ISNI:0000 0004 1936 8948) 
14  Technical University of München, Bayerisches NMR Zentrum, Department of Bioscience, School of Natural Sciences, Garching, Germany (GRID:grid.6936.a) (ISNI:0000000123222966) 
15  B CUBE – Center for Molecular Bioengineering, Technische Universität Dresden, Dresden, Germany (GRID:grid.4488.0) (ISNI:0000 0001 2111 7257); University of Cambridge, Yusuf Hamied Department of Chemistry, Cambridge, UK (GRID:grid.5335.0) (ISNI:0000000121885934) 
16  Johannes Gutenberg University Mainz, Biocenter, Mainz, Germany (GRID:grid.5802.f) (ISNI:0000 0001 1941 7111); Institute of Molecular Biology, Mainz, Germany (GRID:grid.424631.6) (ISNI:0000 0004 1794 1771); European Molecular Biology Laboratory, Structural and Computational Biology Unit, Heidelberg, Germany (GRID:grid.4709.a) (ISNI:0000 0004 0495 846X) 
17  The Hebrew University of Jerusalem, Department of Biological Chemistry, The Alexander Silberman Institute of Life Sciences, and The Center for Nanoscience and Nanotechnology, Faculty of Mathematics and Science, The Edmond J. Safra Campus, Jerusalem, Israel (GRID:grid.9619.7) (ISNI:0000 0004 1937 0538) 
18  University of Montpellier, CNRS, INSERM, Centre de Biologie Structurale (CBS), Montpellier, France (GRID:grid.121334.6) (ISNI:0000 0001 2097 0141) 
19  Leiden University, Biological and Soft Matter Physics, Huygens–Kamerlingh Onnes Laboratory, Leiden, the Netherlands (GRID:grid.5132.5) (ISNI:0000 0001 2312 1970) 
20  Ulm University, Institute for Biophysics, Ulm, Germany (GRID:grid.6582.9) (ISNI:0000 0004 1936 9748) 
21  Johns Hopkins University School of Medicine and Howard Hughes Medical Institute, Department of Biophysics and Biophysical Chemistry, Baltimore, USA (GRID:grid.21107.35) (ISNI:0000 0001 2171 9311); University of Illinois Urbana-Champaign, Materials Science and Engineering, Urbana, USA (GRID:grid.35403.31) (ISNI:0000 0004 1936 9991) 
22  University of Oxford, Department of Physics, Clarendon Laboratory, Oxford, UK (GRID:grid.4991.5) (ISNI:0000 0004 1936 8948); University of Oxford, Kavli Institute of Nanoscience Discovery, Oxford, UK (GRID:grid.4991.5) (ISNI:0000 0004 1936 8948); The University of Warwick, Warwick Medical School, Coventry, UK (GRID:grid.7372.1) (ISNI:0000 0000 8809 1613) 
23  Technical University of München, Bayerisches NMR Zentrum, Department of Bioscience, School of Natural Sciences, Garching, Germany (GRID:grid.6936.a) (ISNI:0000000123222966); Helmholtz Center Munich, Institute of Structural Biology, Molecular Targets and Therapeutics Center, Munich, Germany (GRID:grid.4567.0) (ISNI:0000 0004 0483 2525) 
24  B CUBE – Center for Molecular Bioengineering, Technische Universität Dresden, Dresden, Germany (GRID:grid.4488.0) (ISNI:0000 0001 2111 7257); Technische Universität Dresden, Cluster of Excellence Physics of Life, Dresden, Germany (GRID:grid.4488.0) (ISNI:0000 0001 2111 7257) 
25  Johannes Gutenberg University Mainz, Biocenter, Mainz, Germany (GRID:grid.5802.f) (ISNI:0000 0001 1941 7111); Institute of Molecular Biology, Mainz, Germany (GRID:grid.424631.6) (ISNI:0000 0004 1794 1771) 
26  University of Freiburg, Institute of Physical Chemistry, Freiburg, Germany (GRID:grid.5963.9); German Aerospace Center (DLR), Institute of Technical Physics, Stuttgart, Germany (GRID:grid.7551.6) (ISNI:0000 0000 8983 7915) 
27  University of California, Department of Chemistry and Biochemistry, Los Angeles, USA (GRID:grid.19006.3e) (ISNI:0000 0000 9632 6718); University of California, California NanoSystems Institute, Los Angeles, USA (GRID:grid.19006.3e) (ISNI:0000 0000 9632 6718) 
28  Heinrich-Heine University Düsseldorf, Molecular Physical Chemistry, Düsseldorf, Germany (GRID:grid.411327.2) (ISNI:0000 0001 2176 9917); Delft University of Technology, Department of Bionanoscience, Kavli Institute of Nanoscience, Delft, the Netherlands (GRID:grid.5292.c) (ISNI:0000 0001 2097 4740) 
Pages
523-535
Publication year
2023
Publication date
Apr 2023
Publisher
Nature Publishing Group
ISSN
15487091
e-ISSN
15487105
Source type
Scholarly Journal
Language of publication
English
ProQuest document ID
2799309517
Copyright
© The Author(s) 2023. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.