Reliability and accuracy of single-molecule FRET studies for characterization of structural dynamics and distances in proteins

被引:68
作者
Agam, Ganesh [1 ]
Gebhardt, Christian [2 ]
Popara, Milana [3 ]
Maechtel, Rebecca [2 ]
Folz, Julian [3 ]
Ambrose, Benjamin [4 ]
Chamachi, Neharika [5 ]
Chung, Sang Yoon [6 ]
Craggs, Timothy D. [4 ]
de Boer, Marijn [7 ]
Grohmann, Dina [8 ]
Ha, Taekjip [9 ,10 ]
Hartmann, Andreas [5 ]
Hendrix, Jelle [11 ,12 ,13 ]
Hirschfeld, Verena
Huebner, Christian G. [14 ]
Hugel, Thorsten [15 ,16 ]
Kammerer, Dominik [17 ,18 ]
Kang, Hyun-Seo [19 ]
Kapanidis, Achillefs N. [17 ,18 ]
Krainer, Georg [5 ,20 ]
Kramm, Kevin [8 ]
Lemke, Edward A. [21 ,22 ,23 ]
Lerner, Eitan [24 ,25 ]
Margeat, Emmanuel [26 ]
Martens, Kirsten [27 ]
Michaelis, Jens [28 ]
Mitra, Jaba [9 ,10 ,29 ]
Munoz, Gabriel G. Moya [2 ]
Quast, Robert B.
Robb, Nicole C. [17 ,18 ,33 ]
Sattler, Michael [19 ,30 ]
Schlierf, Michael [5 ,31 ]
Schneider, Jonathan [2 ]
Schroeder, Tim [1 ]
Sefer, Anna [28 ]
Tan, Piau Siong [21 ,22 ]
Thurn, Johann [15 ,34 ]
Tinnefeld, Philip [1 ]
van Noort, John [27 ]
Weiss, Shimon [6 ,32 ]
Wendler, Nicolas [2 ]
Zijlstra, Niels [2 ]
Barth, Anders [3 ,35 ]
Seidel, Claus A. M. [3 ]
Lamb, Don C. [1 ]
Cordes, Thorben [2 ]
机构
[1] Ludwig Maximilians Univ Munchen, Dept Chem, Munich, Germany
[2] Ludwig Maximilians Univ Munchen, Fac Biol, Phys & Synthet Biol, Planegg Martinsried, Germany
[3] Heinrich Heine Univ Dusseldorf, Mol Phys Chem, Dusseldorf, Germany
[4] Univ Sheffield, Dept Chem, Sheffield, England
[5] Tech Univ Dresden, B CUBE Ctr Mol Bioengn, Dresden, Germany
[6] Univ Calif Los Angeles, Dept Chem & Biochem, Los Angeles, CA USA
[7] Univ Groningen, Zernike Inst Adv Mat, Mol Microscopy Res Grp, Groningen, Netherlands
[8] Univ Regensburg, Inst Microbiol, Dept Biochem Genet & Microbiol, Single Mol Biochem Lab, Regensburg, Germany
[9] Johns Hopkins Univ, Sch Med, Dept Biophys & Biophys Chem, Baltimore, MD USA
[10] Howard Hughes Med Inst, Baltimore, MD USA
[11] Hasselt Univ, Adv Opt Microscopy Ctr, Dynam Bioimaging Lab, Agoralaan C BIOMED, Hasselt, Belgium
[12] Hasselt Univ, Biomed Res Inst, Agoralaan C BIOMED, Hasselt, Belgium
[13] Katholieke Univ Leuven, Dept Chem, Leuven, Belgium
[14] Univ Lubeck, Inst Phys, Lubeck, Germany
[15] Univ Freiburg, Inst Phys Chem, Freiburg, Germany
[16] Univ Freiburg, Signalling Res Ctr BIOSS & CIBSS, Freiburg, Germany
[17] Univ Oxford, Dept Phys, Clarendon Lab, Oxford, England
[18] Univ Oxford, Kavli Inst Nanosci Discovery, Oxford, England
[19] Tech Univ Munich, Bayer NMR Zent, Sch Nat Sci, Dept Biosci, Garching, Germany
[20] Univ Cambridge, Yusuf Hamied Dept Chem, Cambridge, England
[21] Johannes Gutenberg Univ Mainz, Bioctr, Mainz, Germany
[22] Inst Mol Biol, Mainz, Germany
[23] European Mol Biol Lab, Struct & Computat Biol Unit, Heidelberg, Germany
[24] Hebrew Univ Jerusalem, Alexander Silberman Inst Life Sci, Fac Math & Sci, Dept Biol Chem, Edmond J Safra Campus, Jerusalem, Israel
[25] Hebrew Univ Jerusalem, Fac Math & Sci, Ctr Nanosci & Nanotechnol, Edmond J Safra Campus, Jerusalem, Israel
[26] Univ Montpellier, Ctr Biol Struct CBS, CNRS, INSERM, Montpellier, France
[27] Leiden Univ, Huygens Kamerlingh Onnes Lab, Biol & Soft Matter Phys, Leiden, Netherlands
[28] Ulm Univ, Inst Biophys, Ulm, Germany
[29] Univ Illinois, Mat Sci & Engn, Urbana, IL USA
[30] Helmholtz Ctr Munich, Inst Struct Biol, Mol Targets & Therapeut Ctr, Munich, Germany
[31] Tech Univ Dresden, Cluster Excellence Phys Life, Dresden, Germany
[32] Univ Calif Los Angeles, Calif Nanosyst Inst, Los Angeles, CA USA
[33] Univ Warwick, Warwick Med Sch, Coventry, England
[34] German Aerosp Ctr DLR, Inst Tech Phys, Stuttgart, Germany
[35] Delft Univ Technol, Kavli Inst Nanosci, Dept Bionanosci, Delft, Netherlands
基金
英国生物技术与生命科学研究理事会; 英国工程与自然科学研究理事会; 美国国家卫生研究院; 英国惠康基金; 欧洲研究理事会; 以色列科学基金会;
关键词
RESONANCE ENERGY-TRANSFER; ALTERNATING-LASER EXCITATION; NANO-POSITIONING SYSTEM; CONFORMATIONAL DYNAMICS; ORIENTATIONAL FREEDOM; LIFETIME DISTRIBUTION; PHOTON DISTRIBUTION; LIGAND-BINDING; RNA; SPECTROSCOPY;
D O I
10.1038/s41592-023-01807-0
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Single-molecule Forster-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 angstrom and accuracy of <= 5 angstrom. 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.
引用
收藏
页码:523 / 535
页数:24
相关论文
共 93 条
[1]   FRET as a biomolecular research tool-understanding its potential while avoiding pitfalls [J].
Algar, W. Russ ;
Hildebrandt, Niko ;
Vogel, Steven S. ;
Medintz, Igor L. .
NATURE METHODS, 2019, 16 (09) :815-829
[2]   The smfBox is an open-source platform for single-molecule FRET [J].
Ambrose, Benjamin ;
Baxter, James M. ;
Cully, John ;
Willmott, Matthew ;
Steele, Elliot M. ;
Bateman, Benji C. ;
Martin-Fernandez, Marisa L. ;
Cadby, Ashley ;
Shewring, Jonathan ;
Aaldering, Marleen ;
Craggs, Timothy D. .
NATURE COMMUNICATIONS, 2020, 11 (01)
[3]   Sex lethal and U2 small nuclear ribonucleoprotein auxiliary factor (U2AF65) recognize polypyrimidine tracts using multiple modes of binding [J].
Banerjee, H ;
Rahn, A ;
Davis, W ;
Singh, R .
RNA, 2003, 9 (01) :88-99
[4]   Unraveling multi-state molecular dynamics in single-molecule FRET experiments. I. Theory of FRET-lines [J].
Barth, Anders ;
Opanasyuk, Oleg ;
Peulen, Thomas-Otavio ;
Felekyan, Suren ;
Kalinin, Stanislav ;
Sanabria, Hugo ;
Seidel, Claus A. M. .
JOURNAL OF CHEMICAL PHYSICS, 2022, 156 (14)
[5]   Federating Structural Models and Data: Outcomes from A Workshop on Archiving Integrative Structures [J].
Berman, Helen M. ;
Adams, Paul D. ;
Bonvin, Alexandre A. ;
Burley, Stephen K. ;
Carragher, Bridget ;
Chiu, Wah ;
DiMaio, Frank ;
Ferrin, Thomas E. ;
Gabanyi, Margaret J. ;
Goddard, Thomas D. ;
Griffin, Patrick R. ;
Haas, Juergen ;
Hanke, Christian A. ;
Hoch, Jeffrey C. ;
Hummer, Gerhard ;
Kurisu, Genji ;
Lawson, Catherine L. ;
Leitner, Alexander ;
Markley, John L. ;
Meiler, Jens ;
Montelione, Gaetano T. ;
Phillips, George N., Jr. ;
Prisner, Thomas ;
Rappsilber, Juri ;
Schriemer, David C. ;
Schwede, Torsten ;
Seidel, Claus A. M. ;
Strutzenberg, Timothy S. ;
Svergun, Dmitri I. ;
Tajkhorshid, Emad ;
Trewhella, Jill ;
Vallat, Brinda ;
Velankar, Sameer ;
Vuister, Geerten W. ;
Webb, Benjamin ;
Westbrook, John D. ;
White, Kate L. ;
Sali, Andrej .
STRUCTURE, 2019, 27 (12) :1745-1759
[6]   A structural classification of substrate-binding proteins [J].
Berntsson, Ronnie P. -A. ;
Smits, Sander H. J. ;
Schmitt, Lutz ;
Slotboom, Dirk-Jan ;
Poolman, Bert .
FEBS LETTERS, 2010, 584 (12) :2606-2617
[7]   Learning Rates and States from Biophysical Time Series: A Bayesian Approach to Model Selection and Single-Molecule FRET Data [J].
Bronson, Jonathan E. ;
Fei, Jingyi ;
Hofman, Jake M. ;
Gonzalez, Ruben L., Jr. ;
Wiggins, Chris H. .
BIOPHYSICAL JOURNAL, 2009, 97 (12) :3196-3205
[8]   PDB-Dev: a Prototype System for Depositing Integrative/Hybrid Structural Models [J].
Burley, Stephen K. ;
Kurisu, Genji ;
Markley, John L. ;
Nakamura, Haruki ;
Velankar, Sameer ;
Berman, Helen M. ;
Sali, Andrej ;
Schwede, Torsten ;
Trewhella, Jill .
STRUCTURE, 2017, 25 (09) :1317-1318
[9]   Single-molecule FRET-derived model of the synaptotagmin 1-SNARE fusion complex [J].
Choi, Ucheor B. ;
Strop, Pavel ;
Vrljic, Marija ;
Chu, Steven ;
Brunger, Axel T. ;
Weninger, Keith R. .
NATURE STRUCTURAL & MOLECULAR BIOLOGY, 2010, 17 (03) :318-U84
[10]   Fast single-molecule FRET spectroscopy: theory and experiment [J].
Chung, Hoi Sung ;
Gopich, Irina V. .
PHYSICAL CHEMISTRY CHEMICAL PHYSICS, 2014, 16 (35) :18644-18657