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Hare PJ, LaGree TJ, Byrd BA, DeMarco AM, Mok WWK. Single-Cell Technologies to Study Phenotypic Heterogeneity and Bacterial Persisters. Microorganisms 2021; 9:2277. [PMID: 34835403 PMCID: PMC8620850 DOI: 10.3390/microorganisms9112277] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Revised: 10/20/2021] [Accepted: 10/27/2021] [Indexed: 11/16/2022] Open
Abstract
Antibiotic persistence is a phenomenon in which rare cells of a clonal bacterial population can survive antibiotic doses that kill their kin, even though the entire population is genetically susceptible. With antibiotic treatment failure on the rise, there is growing interest in understanding the molecular mechanisms underlying bacterial phenotypic heterogeneity and antibiotic persistence. However, elucidating these rare cell states can be technically challenging. The advent of single-cell techniques has enabled us to observe and quantitatively investigate individual cells in complex, phenotypically heterogeneous populations. In this review, we will discuss current technologies for studying persister phenotypes, including fluorescent tags and biosensors used to elucidate cellular processes; advances in flow cytometry, mass spectrometry, Raman spectroscopy, and microfluidics that contribute high-throughput and high-content information; and next-generation sequencing for powerful insights into genetic and transcriptomic programs. We will further discuss existing knowledge gaps, cutting-edge technologies that can address them, and how advances in single-cell microbiology can potentially improve infectious disease treatment outcomes.
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Affiliation(s)
- Patricia J. Hare
- Department of Molecular Biology & Biophysics, UConn Health, Farmington, CT 06032, USA; (P.J.H.); (T.J.L.); (B.A.B.); (A.M.D.)
- School of Dental Medicine, University of Connecticut, Farmington, CT 06032, USA
| | - Travis J. LaGree
- Department of Molecular Biology & Biophysics, UConn Health, Farmington, CT 06032, USA; (P.J.H.); (T.J.L.); (B.A.B.); (A.M.D.)
| | - Brandon A. Byrd
- Department of Molecular Biology & Biophysics, UConn Health, Farmington, CT 06032, USA; (P.J.H.); (T.J.L.); (B.A.B.); (A.M.D.)
- School of Medicine, University of Connecticut, Farmington, CT 06032, USA
| | - Angela M. DeMarco
- Department of Molecular Biology & Biophysics, UConn Health, Farmington, CT 06032, USA; (P.J.H.); (T.J.L.); (B.A.B.); (A.M.D.)
| | - Wendy W. K. Mok
- Department of Molecular Biology & Biophysics, UConn Health, Farmington, CT 06032, USA; (P.J.H.); (T.J.L.); (B.A.B.); (A.M.D.)
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2
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Manz C, Kobitski AY, Samanta A, Jäschke A, Nienhaus GU. The multi-state energy landscape of the SAM-I riboswitch: A single-molecule Förster resonance energy transfer spectroscopy study. J Chem Phys 2018; 148:123324. [DOI: 10.1063/1.5003783] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Affiliation(s)
- Christoph Manz
- Institute of Applied Physics, Karlsruhe Institute of Technology, Wolfgang-Gaede-Str. 1, 76131 Karlsruhe, Germany
- HEiKA–Heidelberg Karlsruhe Research Partnership, Karlsruhe Institute of Technology, Hermann-von-Helmholtz Platz 1, 76344 Eggenstein-Leopoldshafen, Germany
| | - Andrei Yu. Kobitski
- Institute of Applied Physics, Karlsruhe Institute of Technology, Wolfgang-Gaede-Str. 1, 76131 Karlsruhe, Germany
| | - Ayan Samanta
- Institute of Pharmacy and Molecular Biotechnology, Heidelberg University, Im Neuenheimer Feld 364, 69120 Heidelberg, Germany
| | - Andres Jäschke
- HEiKA–Heidelberg Karlsruhe Research Partnership, Karlsruhe Institute of Technology, Hermann-von-Helmholtz Platz 1, 76344 Eggenstein-Leopoldshafen, Germany
- Institute of Pharmacy and Molecular Biotechnology, Heidelberg University, Im Neuenheimer Feld 364, 69120 Heidelberg, Germany
| | - G. Ulrich Nienhaus
- Institute of Applied Physics, Karlsruhe Institute of Technology, Wolfgang-Gaede-Str. 1, 76131 Karlsruhe, Germany
- HEiKA–Heidelberg Karlsruhe Research Partnership, Karlsruhe Institute of Technology, Hermann-von-Helmholtz Platz 1, 76344 Eggenstein-Leopoldshafen, Germany
- Institute of Nanotechnology and Institute of Toxicology and Genetics, Karlsruhe Institute of Technology, Hermann-von-Helmholtz-Platz 1, 76344 Eggenstein-Leopoldshafen, Germany
- Department of Physics, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
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3
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Turtola M, Belogurov GA. NusG inhibits RNA polymerase backtracking by stabilizing the minimal transcription bubble. eLife 2016; 5. [PMID: 27697152 PMCID: PMC5100998 DOI: 10.7554/elife.18096] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2016] [Accepted: 10/03/2016] [Indexed: 12/25/2022] Open
Abstract
Universally conserved factors from NusG family bind at the upstream fork junction of transcription elongation complexes and modulate RNA synthesis in response to translation, processing, and folding of the nascent RNA. Escherichia coli NusG enhances transcription elongation in vitro by a poorly understood mechanism. Here we report that E. coli NusG slows Gre factor-stimulated cleavage of the nascent RNA, but does not measurably change the rates of single nucleotide addition and translocation by a non-paused RNA polymerase. We demonstrate that NusG slows RNA cleavage by inhibiting backtracking. This activity is abolished by mismatches in the upstream DNA and is independent of the gate and rudder loops, but is partially dependent on the lid loop. Our comprehensive mapping of the upstream fork junction by base analogue fluorescence and nucleic acids crosslinking suggests that NusG inhibits backtracking by stabilizing the minimal transcription bubble. DOI:http://dx.doi.org/10.7554/eLife.18096.001 Cells decode genes in two steps. First, they synthesize a molecule similar to DNA, called RNA, which is a complementary copy of the gene. This process, known as transcription, creates an intermediate RNA molecule that is turned into protein in the second step. RNA polymerase is an enzyme that carries out transcription; it separates the two strands of the DNA helix so that the RNA can be synthesized from the DNA template. By opening up the DNA downstream of where active copying is taking place, and re-annealing it upstream, RNA polymerase maintains a structure called a "transcription bubble". RNA polymerases do not copy continuously but oscillate back and forth along the DNA. Sometimes larger backwards oscillations, known as backtracking, temporarily block the production of the RNA molecule and slow down the transcription process. A protein called NusG helps to couple transcription to the other related processes that happen at the same time. One end of the protein, the N-terminal domain, anchors it to RNA polymerase and stimulates transcription elongation. The other end, the C-terminal domain, interacts with other proteins involved in the related processes and can positively or negatively control transcription elongation. Nevertheless it was poorly understood how NusG carries out these roles. Turtola and Belogurov investigated how NusG from the bacterium Escherichia coli affects the individual steps of transcription elongation. A simple experimental system was used, consisting of short pieces of DNA and RNA, an RNA polymerase and NusG. A transcription bubble resembles an opening in a zipper with two sliders; and rather than affecting the synthesis of RNA, NusG affected the part that corresponds to the “slider” located at the rear edge of the bubble. NusG helped this slider-like element to bring the DNA strands at this edge of the bubble back together and modified it so that it behaved as a ratchet that inhibited RNA polymerase from backtracking. This did not affect the smaller backwards and forwards oscillations of RNA polymerase. Turtola and Belogurov suggest that these newly discovered effects play a key role in regulating transcription; NusG’s N-terminal domain makes the RNA polymerase more efficient, whilst the C-terminal domain makes it amenable to control by other proteins. Future studies will investigate whether these effects are seen in more complex experimental systems, which include proteins that interact with NusG. DOI:http://dx.doi.org/10.7554/eLife.18096.002
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Affiliation(s)
- Matti Turtola
- Department of Biochemistry, University of Turku, Turku, Finland
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4
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Liu J, Hanne J, Britton BM, Shoffner M, Albers AE, Bennett J, Zatezalo R, Barfield R, Rabuka D, Lee JB, Fishel R. An Efficient Site-Specific Method for Irreversible Covalent Labeling of Proteins with a Fluorophore. Sci Rep 2015; 5:16883. [PMID: 26582263 PMCID: PMC4652282 DOI: 10.1038/srep16883] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2015] [Accepted: 09/07/2015] [Indexed: 11/09/2022] Open
Abstract
Fluorophore labeling of proteins while preserving native functions is essential for bulk Förster resonance energy transfer (FRET) interaction and single molecule imaging analysis. Here we describe a versatile, efficient, specific, irreversible, gentle and low-cost method for labeling proteins with fluorophores that appears substantially more robust than a similar but chemically distinct procedure. The method employs the controlled enzymatic conversion of a central Cys to a reactive formylglycine (fGly) aldehyde within a six amino acid Formylglycine Generating Enzyme (FGE) recognition sequence in vitro. The fluorophore is then irreversibly linked to the fGly residue using a Hydrazinyl-Iso-Pictet-Spengler (HIPS) ligation reaction. We demonstrate the robust large-scale fluorophore labeling and purification of E.coli (Ec) mismatch repair (MMR) components. Fluorophore labeling did not alter the native functions of these MMR proteins in vitro or in singulo. Because the FGE recognition sequence is easily portable, FGE-HIPS fluorophore-labeling may be easily extended to other proteins.
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Affiliation(s)
- Jiaquan Liu
- Department of Molecular Virology, Immunology and Medical Genetics, The Ohio State University Medical Center, Columbus, OH 43210
| | - Jeungphill Hanne
- Department of Molecular Virology, Immunology and Medical Genetics, The Ohio State University Medical Center, Columbus, OH 43210
| | - Brooke M Britton
- Department of Molecular Virology, Immunology and Medical Genetics, The Ohio State University Medical Center, Columbus, OH 43210
| | - Matthew Shoffner
- Department of Molecular Virology, Immunology and Medical Genetics, The Ohio State University Medical Center, Columbus, OH 43210
| | | | - Jared Bennett
- Department of Molecular Virology, Immunology and Medical Genetics, The Ohio State University Medical Center, Columbus, OH 43210
| | - Rachel Zatezalo
- Department of Molecular Virology, Immunology and Medical Genetics, The Ohio State University Medical Center, Columbus, OH 43210
| | | | | | - Jong-Bong Lee
- Department of Physics, Pohang University of Science and Technology (POSTECH), Pohang, Korea.,School of Interdisciplinary Bioscience and Bioengineering, POSTECH, Pohang, Korea
| | - Richard Fishel
- Department of Molecular Virology, Immunology and Medical Genetics, The Ohio State University Medical Center, Columbus, OH 43210.,Physics Department, The Ohio State University, Columbus, OH 43210
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5
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Søndergaard S, Aznauryan M, Haustrup EK, Schiøtt B, Birkedal V, Corry B. Dynamics of fluorescent dyes attached to G-quadruplex DNA and their effect on FRET experiments. Chemphyschem 2015; 16:2562-70. [PMID: 26174803 DOI: 10.1002/cphc.201500271] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2015] [Revised: 06/05/2015] [Indexed: 11/08/2022]
Abstract
FRET spectroscopy is a promising approach for investigating the dynamics of G-quadruplex DNA folds and improving the targeting of G-quadruplexes by potential anticancer compounds. To better interpret such experiments, classical and replica-exchange molecular dynamics simulations and fluorescence-lifetime measurements are used to understand the behavior of a range of Cy3-based dyes attached to the 3' end of G-quadruplex DNA. The simulations revealed that the dyes interact extensively with the G-quadruplex. Identification of preferred dye positions relative to the G-quadruplex in the simulations allows the impact of dye-DNA interactions on FRET results to be determined. All the dyes show significant deviations from the common approximation of being freely rotating and not interacting with the host, but one of the Cy3 dye analogues is slightly closer to this case.
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Affiliation(s)
- Siri Søndergaard
- Department of Chemistry, Aarhus University, Langelandsgade 140, 8000 Aarhus C (Denmark).,Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Gustav Wieds vej 14, 8000 Aarhus C (Denmark)
| | - Mikayel Aznauryan
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Gustav Wieds vej 14, 8000 Aarhus C (Denmark)
| | - Emil K Haustrup
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Gustav Wieds vej 14, 8000 Aarhus C (Denmark)
| | - Birgit Schiøtt
- Department of Chemistry, Aarhus University, Langelandsgade 140, 8000 Aarhus C (Denmark).,Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Gustav Wieds vej 14, 8000 Aarhus C (Denmark)
| | - Victoria Birkedal
- Interdisciplinary Nanoscience Center (iNANO), Aarhus University, Gustav Wieds vej 14, 8000 Aarhus C (Denmark).
| | - Ben Corry
- Research School of Biology, Australian National University, Linnaeus Way, Canberra ACT 2601 (Australia).
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6
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Coban O, Zanetti-Dominguez LC, Matthews DR, Rolfe DJ, Weitsman G, Barber PR, Barbeau J, Devauges V, Kampmeier F, Winn M, Vojnovic B, Parker PJ, Lidke KA, Lidke DS, Ameer-Beg SM, Martin-Fernandez ML, Ng T. Effect of phosphorylation on EGFR dimer stability probed by single-molecule dynamics and FRET/FLIM. Biophys J 2015; 108:1013-26. [PMID: 25762314 PMCID: PMC4375452 DOI: 10.1016/j.bpj.2015.01.005] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2014] [Revised: 12/06/2014] [Accepted: 01/07/2015] [Indexed: 12/22/2022] Open
Abstract
Deregulation of epidermal growth factor receptor (EGFR) signaling has been correlated with the development of a variety of human carcinomas. EGF-induced receptor dimerization and consequent trans- auto-phosphorylation are among the earliest events in signal transduction. Binding of EGF is thought to induce a conformational change that consequently unfolds an ectodomain loop required for dimerization indirectly. It may also induce important allosteric changes in the cytoplasmic domain. Despite extensive knowledge on the physiological activation of EGFR, the effect of targeted therapies on receptor conformation is not known and this particular aspect of receptor function, which can potentially be influenced by drug treatment, may in part explain the heterogeneous clinical response among cancer patients. Here, we used Förster resonance energy transfer/fluorescence lifetime imaging microscopy (FRET/FLIM) combined with two-color single-molecule tracking to study the effect of ATP-competitive small molecule tyrosine kinase inhibitors (TKIs) and phosphatase-based manipulation of EGFR phosphorylation on live cells. The distribution of dimer on-times was fitted to a monoexponential to extract dimer off-rates (koff). Our data show that pretreatment with gefitinib (active conformation binder) stabilizes the EGFR ligand-bound homodimer. Overexpression of EGFR-specific DEP-1 phosphatase was also found to have a stabilizing effect on the homodimer. No significant difference in the koff of the dimer could be detected when an anti-EGFR antibody (425 Snap single-chain variable fragment) that allows for dimerization of ligand-bound receptors, but not phosphorylation, was used. These results suggest that both the conformation of the extracellular domain and phosphorylation status of the receptor are involved in modulating the stability of the dimer. The relative fractions of these two EGFR subpopulations (interacting versus free) were obtained by a fractional-intensity analysis of ensemble FRET/FLIM images. Our combined imaging approach showed that both the fraction and affinity (surrogate of conformation at a single-molecule level) increased after gefitinib pretreatment or DEP-1 phosphatase overexpression. Using an EGFR mutation (I706Q, V948R) that perturbs the ability of EGFR to dimerize intracellularly, we showed that a modest drug-induced increase in the fraction/stability of the EGFR homodimer may have a significant biological impact on the tumor cell's proliferation potential.
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Affiliation(s)
- Oana Coban
- Richard Dimbleby Department of Cancer Research, King's College London, London, UK; Randall Division of Cellular and Molecular Biophysics, King's College London, London, UK.
| | - Laura C Zanetti-Dominguez
- Science and Technology Facilities Council, Research Complex at Harwell, Rutherford Appleton Laboratory, Didcot, UK
| | - Daniel R Matthews
- Richard Dimbleby Department of Cancer Research, King's College London, London, UK; Randall Division of Cellular and Molecular Biophysics, King's College London, London, UK
| | - Daniel J Rolfe
- Science and Technology Facilities Council, Research Complex at Harwell, Rutherford Appleton Laboratory, Didcot, UK
| | - Gregory Weitsman
- Richard Dimbleby Department of Cancer Research, King's College London, London, UK; Randall Division of Cellular and Molecular Biophysics, King's College London, London, UK
| | - Paul R Barber
- Gray Institute for Radiation Oncology & Biology, Department of Oncology, University of Oxford, Oxford, UK
| | - Jody Barbeau
- Richard Dimbleby Department of Cancer Research, King's College London, London, UK; Randall Division of Cellular and Molecular Biophysics, King's College London, London, UK
| | - Viviane Devauges
- Richard Dimbleby Department of Cancer Research, King's College London, London, UK; Randall Division of Cellular and Molecular Biophysics, King's College London, London, UK
| | - Florian Kampmeier
- Division of Imaging Sciences, King's College London, The Rayne Institute, St. Thomas Hospital, London, UK
| | - Martyn Winn
- Computational Science and Engineering Department, Science and Technology Facilities Council, Rutherford Appleton Laboratory, Didcot, UK
| | - Borivoj Vojnovic
- Randall Division of Cellular and Molecular Biophysics, King's College London, London, UK; Gray Institute for Radiation Oncology & Biology, Department of Oncology, University of Oxford, Oxford, UK
| | - Peter J Parker
- Division of Cancer Studies, King's College London, London, UK; Cancer Research UK, London Research Institute, London, UK
| | - Keith A Lidke
- Department of Physics and Astronomy, University of New Mexico, Albuquerque, New Mexico
| | - Diane S Lidke
- Department of Pathology, University of New Mexico School of Medicine, Albuquerque, New Mexico; Cancer Research and Treatment Center, University of New Mexico School of Medicine, Albuquerque, New Mexico
| | - Simon M Ameer-Beg
- Richard Dimbleby Department of Cancer Research, King's College London, London, UK; Randall Division of Cellular and Molecular Biophysics, King's College London, London, UK; Division of Cancer Studies, King's College London, London, UK
| | - Marisa L Martin-Fernandez
- Science and Technology Facilities Council, Research Complex at Harwell, Rutherford Appleton Laboratory, Didcot, UK
| | - Tony Ng
- Richard Dimbleby Department of Cancer Research, King's College London, London, UK; Randall Division of Cellular and Molecular Biophysics, King's College London, London, UK; Division of Cancer Studies, King's College London, London, UK
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7
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Doetsch M, Stampfl S, Fürtig B, Beich-Frandsen M, Saxena K, Lybecker M, Schroeder R. Study of E. coli Hfq's RNA annealing acceleration and duplex destabilization activities using substrates with different GC-contents. Nucleic Acids Res 2012; 41:487-97. [PMID: 23104381 PMCID: PMC3592463 DOI: 10.1093/nar/gks942] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Folding of RNA molecules into their functional three-dimensional structures is often supported by RNA chaperones, some of which can catalyse the two elementary reactions helix disruption and helix formation. Hfq is one such RNA chaperone, but its strand displacement activity is controversial. Whereas some groups found Hfq to destabilize secondary structures, others did not observe such an activity with their RNA substrates. We studied Hfq’s activities using a set of short RNAs of different thermodynamic stabilities (GC-contents from 4.8% to 61.9%), but constant length. We show that Hfq’s strand displacement as well as its annealing activity are strongly dependent on the substrate’s GC-content. However, this is due to Hfq’s preferred binding of AU-rich sequences and not to the substrate’s thermodynamic stability. Importantly, Hfq catalyses both annealing and strand displacement with comparable rates for different substrates, hinting at RNA strand diffusion and annealing nucleation being rate-limiting for both reactions. Hfq’s strand displacement activity is a result of the thermodynamic destabilization of the RNA through preferred single-strand binding whereas annealing acceleration is independent from Hfq’s thermodynamic influence. Therefore, the two apparently disparate activities annealing acceleration and duplex destabilization are not in energetic conflict with each other.
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Affiliation(s)
- Martina Doetsch
- Department for Biochemistry, Max F Perutz Laboratories, Dr-Bohrgasse 9, 1030 Vienna, Austria
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8
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Cho WK, Jeong C, Kim D, Chang M, Song KM, Hanne J, Ban C, Fishel R, Lee JB. ATP alters the diffusion mechanics of MutS on mismatched DNA. Structure 2012; 20:1264-1274. [PMID: 22682745 DOI: 10.1016/j.str.2012.04.017] [Citation(s) in RCA: 75] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2012] [Revised: 04/20/2012] [Accepted: 04/23/2012] [Indexed: 11/18/2022]
Abstract
The mismatch repair (MMR) initiation protein MutS forms at least two types of sliding clamps on DNA: a transient mismatch searching clamp (∼1 s) and an unusually stable (∼600 s) ATP-bound clamp that recruits downstream MMR components. Remarkably, direct visualization of single MutS particles on mismatched DNA has not been reported. We have combined real-time particle tracking with fluorescence resonance energy transfer (FRET) to image MutS diffusion dynamics on DNA containing a single mismatch. We show searching MutS rotates during diffusion independent of ionic strength or flow rate, suggesting continuous contact with the DNA backbone. In contrast, ATP-bound MutS clamps that are visually and successively released from the mismatch spin freely around the DNA, and their diffusion is affected by ionic strength and flow rate. These observations show that ATP binding alters the MutS diffusion mechanics on DNA, which has a number of implications for the mechanism of MMR.
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Affiliation(s)
- Won-Ki Cho
- Department of Physics, Bioengineering Pohang University of Science and Technology (POSTECH), Pohang, 790-784, Korea
| | - Cherlhyun Jeong
- Department of Physics, Bioengineering Pohang University of Science and Technology (POSTECH), Pohang, 790-784, Korea
| | - Daehyung Kim
- Department of Physics, Bioengineering Pohang University of Science and Technology (POSTECH), Pohang, 790-784, Korea
| | - Minhyeok Chang
- Department of Physics, Bioengineering Pohang University of Science and Technology (POSTECH), Pohang, 790-784, Korea
| | - Kyung-Mi Song
- Department of Chemistry, Bioengineering Pohang University of Science and Technology (POSTECH), Pohang, 790-784, Korea
| | - Jeungphill Hanne
- Department of Molecular Virology, Immunology and Medical Genetics The Ohio State University, Columbus, OH 43210, USA
| | - Changill Ban
- Department of Chemistry, Bioengineering Pohang University of Science and Technology (POSTECH), Pohang, 790-784, Korea
| | - Richard Fishel
- Department of Molecular Virology, Immunology and Medical Genetics The Ohio State University, Columbus, OH 43210, USA
- Physics Department, The Ohio State University, Columbus, OH 43210, USA
| | - Jong-Bong Lee
- Department of Physics, Bioengineering Pohang University of Science and Technology (POSTECH), Pohang, 790-784, Korea
- School of Interdisciplinary Bioscience and Bioengineering Pohang University of Science and Technology (POSTECH), Pohang, 790-784, Korea
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9
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KOBITSKI ANDREIYU, NIERTH ALEXANDER, HENGESBACH MARTIN, JÄSCHKE ANDRES, HELM MARK, NIENHAUS GULRICH. EXPLORING THE FOLDING FREE ENERGY LANDSCAPE OF SMALL RNA MOLECULES BY SINGLE-PAIR FÖRSTER RESONANCE ENERGY TRANSFER. ACTA ACUST UNITED AC 2011. [DOI: 10.1142/s1793048008000873] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Proteins and RNA are biological macromolecules built from linear polymers. The process by which they fold into compact, well-defined, three-dimensional architectures to perform their functional tasks is still not well understood. It can be visualized by Brownian motion of an ensemble of molecules through a rugged energy landscape in search of an energy minimum corresponding to the native state. To explore the conformational energy landscape of small RNAs, single pair Förster resonance energy transfer (spFRET) experiments on solutions as well as on surface-immobilized samples have provided new insights. In this review, we focus on our recent work on two FRET-labeled small RNAs, the Diels-Alderase (DAse) ribozyme and the human mitochondrial tRNA Lys . For both RNAs, three different conformational states can be distinguished, and the associated mean FRET efficiencies provide clues about their structural properties. The systematic variation of their free energies with the concentration of Mg 2+ counterions was analyzed quantitatively by using a thermodynamic model that separates conformational changes from Mg 2+ binding. Furthermore, time-resolved spFRET studies on immobilized DAse reveal slow interconversions between intermediate and folded states on the time scale of ~ 100 ms. The quantitative data obtained from spFRET experiments may likely assist in the further development of theories and models addressing the folding dynamics and (counterion-dependent) energetics of RNA molecules.
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Affiliation(s)
- ANDREI YU. KOBITSKI
- Institute of Biophysics, University of Ulm, Albert-Einstein-Allee 11, 89081 Ulm, Germany
| | - ALEXANDER NIERTH
- Institute of Pharmacy and Molecular Biotechnology, University of Heidelberg, Im Neuenheimer Feld 364, Heidelberg, 69120, Germany
| | - MARTIN HENGESBACH
- Institute of Pharmacy and Molecular Biotechnology, University of Heidelberg, Im Neuenheimer Feld 364, Heidelberg, 69120, Germany
| | - ANDRES JÄSCHKE
- Institute of Pharmacy and Molecular Biotechnology, University of Heidelberg, Im Neuenheimer Feld 364, Heidelberg, 69120, Germany
| | - MARK HELM
- Institute of Pharmacy and Molecular Biotechnology, University of Heidelberg, Im Neuenheimer Feld 364, Heidelberg, 69120, Germany
| | - G. ULRICH NIENHAUS
- Institute of Biophysics, University of Ulm, Albert-Einstein-Allee 11, 89081 Ulm, Germany
- Department of Physics, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
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10
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Torella JP, Holden SJ, Santoso Y, Hohlbein J, Kapanidis AN. Identifying molecular dynamics in single-molecule FRET experiments with burst variance analysis. Biophys J 2011; 100:1568-77. [PMID: 21402040 DOI: 10.1016/j.bpj.2011.01.066] [Citation(s) in RCA: 83] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2010] [Revised: 12/31/2010] [Accepted: 01/20/2011] [Indexed: 12/22/2022] Open
Abstract
Histograms of single-molecule Förster resonance energy transfer (FRET) efficiency are often used to study the structures of biomolecules and relate these structures to function. Methods like probability distribution analysis analyze FRET histograms to detect heterogeneities in molecular structure, but they cannot determine whether this heterogeneity arises from dynamic processes or from the coexistence of several static structures. To this end, we introduce burst variance analysis (BVA), a method that detects dynamics by comparing the standard deviation of FRET from individual molecules over time to that expected from theory. Both simulations and experiments on DNA hairpins show that BVA can distinguish between static and dynamic sources of heterogeneity in single-molecule FRET histograms and can test models of dynamics against the observed standard deviation information. Using BVA, we analyzed the fingers-closing transition in the Klenow fragment of Escherichia coli DNA polymerase I and identified substantial dynamics in polymerase complexes formed prior to nucleotide incorporation; these dynamics may be important for the fidelity of DNA synthesis. We expect BVA to be broadly applicable to single-molecule FRET studies of molecular structure and to complement approaches such as probability distribution analysis and fluorescence correlation spectroscopy in studying molecular dynamics.
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Affiliation(s)
- Joseph P Torella
- Department of Physics and Biological Physics Research Group, University of Oxford, Oxford, United Kingdom
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11
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Gopich IV, Szabo A. FRET efficiency distributions of multistate single molecules. J Phys Chem B 2010; 114:15221-6. [PMID: 21028764 DOI: 10.1021/jp105359z] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
A simple analytic theory is developed to describe FRET efficiency histograms constructed from a photon trajectory generated by a molecule with multiple conformational states. The histograms are approximated by a sum of Gaussians with the parameters explicitly determined by the FRET efficiencies of the states and the rates of the transitions between the states. The theory, which has been tested against exact histograms for two conformational states and simulated data for three and four conformational states, accurately describes how the peaks in the histograms collapse as the bin time or the transition rates increase.
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Affiliation(s)
- Irina V Gopich
- Laboratory of Chemical Physics, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland 20892, USA.
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12
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Santoso Y, Torella JP, Kapanidis AN. Characterizing Single-Molecule FRET Dynamics with Probability Distribution Analysis. Chemphyschem 2010; 11:2209-19. [DOI: 10.1002/cphc.201000129] [Citation(s) in RCA: 71] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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13
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Zhang H, Shu D, Browne M, Guo P. Construction of a laser combiner for dual fluorescent single molecule imaging of pRNA of phi29 DNA packaging motor. Biomed Microdevices 2010; 12:97-106. [PMID: 19809878 PMCID: PMC2812712 DOI: 10.1007/s10544-009-9364-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
A customized laser combiner was designed and constructed for dual channel single molecule imaging. The feasibility of a combiner-incorporated imaging system was demonstrated in studies of single molecule FRET. Distance rulers made of dual-labeled dsDNA were used to evaluate the system by determining the distance between one FRET pair. The results showed that the system is sensitive enough to distinguish between distances differing by two base pair and the distances calculated from FRET efficiencies are close to those documented in the literature. The single molecule FRET with the dual-color imaging system was also applied to reconstructed phi29 motor pRNA monomers. Finally, techniques for dual laser alignment and tuning of laser power for dual-color excitation are discussed.
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Affiliation(s)
- Hui Zhang
- Department of Biomedical Engineering, College of Engineering and College of Medicine, University of Cincinnati, Cincinnati, OH 45221, USA
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14
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Hengesbach M, Voigts-Hoffmann F, Hofmann B, Helm M. Formation of a stalled early intermediate of pseudouridine synthesis monitored by real-time FRET. RNA (NEW YORK, N.Y.) 2010; 16:610-620. [PMID: 20106954 PMCID: PMC2822925 DOI: 10.1261/rna.1832510] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/17/2009] [Accepted: 12/03/2009] [Indexed: 05/28/2023]
Abstract
Pseudouridine is the most abundant of more than 100 chemically distinct natural ribonucleotide modifications. Its synthesis consists of an isomerization reaction of a uridine residue in the RNA chain and is catalyzed by pseudouridine synthases. The unusual reaction mechanism has become the object of renewed research effort, frequently involving replacement of the substrate uridines with 5-fluorouracil (f(5)U). f(5)U is known to be a potent inhibitor of pseudouridine synthase activity, but the effect varies among the target pseudouridine synthases. Derivatives of f(5)U have previously been detected, which are thought to be either hydrolysis products of covalent enzyme-RNA adducts, or isomerization intermediates. Here we describe the interaction of pseudouridine synthase 1 (Pus1p) with f(5)U-containing tRNA. The interaction described is specific to Pus1p and position 27 in the tRNA anticodon stem, but the enzyme neither forms a covalent adduct nor stalls at a previously identified reaction intermediate of f(5)U. The f(5)U27 residue, as analyzed by a DNAzyme-based assay using TLC and mass spectrometry, displayed physicochemical properties unaltered by the reversible interaction with Pus1p. Thus, Pus1p binds an f(5)U-containing substrate, but, in contrast to other pseudouridine synthases, leaves the chemical structure of f(5)U unchanged. The specific, but nonproductive, interaction demonstrated here thus constitutes an intermediate of Pus turnover, stalled by the presence of f(5)U in an early state of catalysis. Observation of the interaction of Pus1p with fluorescence-labeled tRNA by a real-time readout of fluorescence anisotropy and FRET revealed significant structural distortion of f(5)U-tRNA structure in the stalled intermediate state of pseudouridine catalysis.
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Affiliation(s)
- Martin Hengesbach
- Institute of Pharmacy and Molecular Biotechnology, Department of Chemistry, Heidelberg University, 69120 Heidelberg, Germany
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15
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Feig M, Burton ZF. RNA polymerase II flexibility during translocation from normal mode analysis. Proteins 2010; 78:434-46. [PMID: 19714773 DOI: 10.1002/prot.22560] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
The structural dynamics in eukaryotic RNA polymerase II (RNAPII) is described from computational normal mode analysis based on a series of crystal structures of pre- and post-translocated states with open and closed trigger loops. Conserved modes are identified that involve translocation of the nucleic acid complex coupled to motions of the enzyme, in particular in the clamp and jaw domains of RNAPII. A combination of these modes is hypothesized to be involved during active transcription. The NMA modes indicate furthermore that downstream DNA translocation may occur separately from DNA:RNA hybrid translocation. A comparison of the modes between different states of RNAPII suggests that productive translocation requires an open trigger loop and is inhibited by the presence of an NTP in the active site. This conclusion is also supported by a comparison of the overall flexibility in terms of root mean square fluctuations.
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Affiliation(s)
- Michael Feig
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, Michigan 48824, USA.
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16
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Zhang H, Shu D, Wang W, Guo P. Design and application of single fluorophore dual-view imaging system containing both the objective- and prism-type TIRF. PROCEEDINGS OF SPIE--THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING 2010; 7571:757107-757108. [PMID: 20436791 DOI: 10.1117/12.847457] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Simultaneous detection of two fluorescent markers is important in determination of distance, relative motion and conformational change of nanoparticles or nanodevices. We constructed an imaging system which combines deep-cooled sensitive EMCCD camera with both the objective- and prism-type TIRF. A laser combiner was introduced to facilitate laser controls for simultaneous dual-channel imaging by deliver lasers with different wavelength synchronically via an optic fiber to the sample. The system produces stable signal with extremely low background fluorescence for single-fluorophore detection. It has been applied to study the structure, stoichiometry, and function of the phi29 DNA packaging motor. Single-molecule photobleaching combined with binomial distribution analysis clarified the stoichiometry of pRNA on the motor and elucidated the mechanism of pRNA hexamer assembly. The feasibility of single-molecule FRET with this system was demonstrated. Distance rulers of dual-labeled molecule standards were used to evaluate the system. We have also re-engineered the energy conversion protein, gp16, of phi29 motor for single fluorophore labeling to facilitate the single-molecule studies of motor mechanism. The potential applications of single-molecule high-resolution imaging with photobleaching (SHRImP) and single molecule high resolution with co-localization (SHREC) approaches to the study of the phi29 nanomotor are under investigation.
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Affiliation(s)
- Hui Zhang
- Department of Biomedical Engineering, College of Engineering and College of Medicine, University of Cincinnati, Cincinnati, OH 45221, USA
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17
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Grünberg S, Reich C, Zeller ME, Bartlett MS, Thomm M. Rearrangement of the RNA polymerase subunit H and the lower jaw in archaeal elongation complexes. Nucleic Acids Res 2009; 38:1950-63. [PMID: 20040576 PMCID: PMC2847245 DOI: 10.1093/nar/gkp1190] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
The lower jaws of archaeal RNA polymerase and eukaryotic RNA polymerase II include orthologous subunits H and Rpb5, respectively. The tertiary structure of H is very similar to the structure of the C-terminal domain of Rpb5, and both subunits are proximal to downstream DNA in pre-initiation complexes. Analyses of reconstituted euryarchaeal polymerase lacking subunit H revealed that H is important for open complex formation and initial transcription. Eukaryotic Rpb5 rescues activity of the ΔH enzyme indicating a strong conservation of function for this subunit from archaea to eukaryotes. Photochemical cross-linking in elongation complexes revealed a striking structural rearrangement of RNA polymerase, bringing subunit H near the transcribed DNA strand one helical turn downstream of the active center, in contrast to the positioning observed in preinitiation complexes. The rearrangement of subunits H and A′′ suggest a major conformational change in the archaeal RNAP lower jaw upon formation of the elongation complex.
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Affiliation(s)
- Sebastian Grünberg
- Lehrstuhl für Mikrobiologie, Universität Regensburg, 93053 Regensburg, Germany
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18
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Blanchard SC. Single-molecule observations of ribosome function. Curr Opin Struct Biol 2009; 19:103-9. [PMID: 19223173 DOI: 10.1016/j.sbi.2009.01.002] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2008] [Revised: 01/12/2009] [Accepted: 01/12/2009] [Indexed: 10/21/2022]
Abstract
Single-molecule investigations promise to greatly advance our understanding of basic and regulated ribosome functions during the process of translation. Here, recent progress towards directly imaging the elemental translation elongation steps using fluorescence resonance energy transfer (FRET)-based imaging methods is discussed, which provide striking evidence of the highly dynamic nature of the ribosome. In this view, global rates and fidelities of protein synthesis reactions may be regulated by interactions of the ribosome with mRNA, tRNA, translation factors and potentially many other cellular ligands that modify intrinsic conformational equilibria in the translating particle. Future investigations probing this model must aim to visualize translation processes from multiple structural and kinetic perspectives simultaneously, to provide direct correlations between factor binding and conformational events.
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Affiliation(s)
- Scott C Blanchard
- Department of Physiology and Biophysics, Weill Cornell Medical College of Cornell University, New York, NY, United States.
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19
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Abstract
The structural and dynamic details of protein folding are still widely unexplored due to the enormous level of heterogeneity intrinsic to this process. The unfolded polypeptide chain can assume a vast number of possible conformations, and many complex pathways lead from the ensemble of unfolded conformations to the ensemble of native conformations in an overall funnel-shaped energy landscape. Classical experimental methods involve measurements on bulk samples and usually yield only average values characteristic of the entire molecular ensemble under study. The observation of individual molecules avoids this averaging and allows, in principle, microscopic distributions of conformations and folding trajectories to be revealed. Fluorescence-based techniques are arguably the most versatile single-molecule methods at present, and Förster resonance energy transfer (FRET) between two dye molecules specifically attached to the protein of interest provides a means of studying the inter-dye distance and, thereby, the conformation of folding polypeptide chains in real time. This chapter focuses on practical aspects and different experimental realizations for protein folding investigations by using single-molecule fluorescence.
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20
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Probing complexes with single fluorophores: factors contributing to dispersion of FRET in DNA/RNA duplexes. EUROPEAN BIOPHYSICS JOURNAL: EBJ 2008; 38:395-405. [DOI: 10.1007/s00249-008-0383-z] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/24/2008] [Revised: 10/23/2008] [Accepted: 10/23/2008] [Indexed: 10/21/2022]
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21
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Hengesbach M, Kobitski A, Voigts-Hoffmann F, Frauer C, Nienhaus GU, Helm M. RNA intramolecular dynamics by single-molecule FRET. ACTA ACUST UNITED AC 2008; Chapter 11:Unit 11.12. [PMID: 18819081 DOI: 10.1002/0471142700.nc1112s34] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Investigation of single RNA molecules using fluorescence resonance energy transfer (FRET) is a powerful approach to investigate dynamic and thermodynamic aspects of the folding process of a given RNA. Its application requires interdisciplinary work from the fields of chemistry, biochemistry, and physics. The present work gives detailed instructions on the synthesis of RNA molecules labeled with two fluorescent dyes interacting by FRET, as well as on their investigation by single-molecule fluorescence spectroscopy.
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Affiliation(s)
- Martin Hengesbach
- Institute of Pharmacy and Molecular Biotechnology, University of Heidelberg, Heidelberg, Germany
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22
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Abstract
Single-molecule techniques have advanced our understanding of transcription by RNA polymerase (RNAP). A new arsenal of approaches, including single-molecule fluorescence, atomic-force microscopy, magnetic tweezers, and optical traps (OTs) have been employed to probe the many facets of the transcription cycle. These approaches supply fresh insights into the means by which RNAP identifies a promoter, initiates transcription, translocates and pauses along the DNA template, proofreads errors, and ultimately terminates transcription. Results from single-molecule experiments complement the knowledge gained from biochemical and genetic assays by facilitating the observation of states that are otherwise obscured by ensemble averaging, such as those resulting from heterogeneity in molecular structure, elongation rate, or pause propensity. Most studies to date have been performed with bacterial RNAP, but work is also being carried out with eukaryotic polymerase (Pol II) and single-subunit polymerases from bacteriophages. We discuss recent progress achieved by single-molecule studies, highlighting some of the unresolved questions and ongoing debates.
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23
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Munro JB, Vaiana A, Sanbonmatsu KY, Blanchard SC. A new view of protein synthesis: mapping the free energy landscape of the ribosome using single-molecule FRET. Biopolymers 2008; 89:565-77. [PMID: 18286627 DOI: 10.1002/bip.20961] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
This article reviews the application of single-molecule fluorescence resonance energy transfer (smFRET) methods to the study of protein synthesis catalyzed by the ribosome. smFRET is a powerful new technique that can be used to investigate dynamic processes within enzymes spanning many orders of magnitude. The application of wide-field smFRET imaging methods to the study of dynamic processes in the ribosome offers a new perspective on the mechanism of protein synthesis. Using this technique, the structural and kinetic parameters of tRNA motions within wild-type and specifically mutated ribosome complexes have been obtained that provide valuable new insights into the mechanism and regulation of translation elongation. The results of these studies are discussed in the context of current knowledge of the ribosome mechanism from both structural and biophysical perspectives.
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Affiliation(s)
- James B Munro
- Department of Physiology and Biophysics, Weill Cornell Medical College of Cornell University, NY, USA
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24
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Kobitski A, Hengesbach M, Helm M, Nienhaus G. Sculpting an RNA Conformational Energy Landscape by a Methyl Group Modification—A Single-Molecule FRET Study. Angew Chem Int Ed Engl 2008; 47:4326-30. [DOI: 10.1002/anie.200705675] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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25
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Kobitski A, Hengesbach M, Helm M, Nienhaus G. Ausformung einer RNA-Konformationsenergielandschaft durch eine Methylgruppenmodifikation – eine Einzelmolekül-FRET-Studie. Angew Chem Int Ed Engl 2008. [DOI: 10.1002/ange.200705675] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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26
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Sharma S, Chakraborty K, Müller BK, Astola N, Tang YC, Lamb DC, Hayer-Hartl M, Hartl FU. Monitoring Protein Conformation along the Pathway of Chaperonin-Assisted Folding. Cell 2008; 133:142-53. [DOI: 10.1016/j.cell.2008.01.048] [Citation(s) in RCA: 114] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2007] [Revised: 12/07/2007] [Accepted: 01/28/2008] [Indexed: 10/22/2022]
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27
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Abstract
Single-pair fluorescence resonance energy transfer was used to track RNA exiting from RNA polymerase II (Pol II) in elongation complexes. Measuring the distance between the RNA 5' end and three known locations within the elongation complex allows us determine its position by means of triangulation. RNA leaves the polymerase active center cleft via the previously proposed exit tunnel and then disengages from the enzyme surface. When the RNA reaches lengths of 26 and 29 nt, its 5' end associates with Pol II at the base of the dock domain. Because the initiation factor TFIIB binds to the dock domain and exit tunnel, exiting RNA may prevent TFIIB reassociation during elongation. RNA further extends toward the linker connecting to the polymerase C-terminal repeat domain (CTD), which binds the 5'-capping enzyme and other RNA processing factors.
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28
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NC2 mobilizes TBP on core promoter TATA boxes. Nat Struct Mol Biol 2007; 14:1196-201. [PMID: 17994103 DOI: 10.1038/nsmb1328] [Citation(s) in RCA: 59] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2007] [Accepted: 10/02/2007] [Indexed: 11/08/2022]
Abstract
The general transcription factors (GTFs) of eukaryotic RNA polymerase II, in a process facilitated by regulatory and accessory factors, target promoters through synergistic interactions with core elements. The specific binding of the TATA box-binding protein (TBP) to the TATA box has led to the assumption that GTFs recognize promoters directly, producing a preinitiation complex at a defined position. Using biochemical analysis as well as biophysical single-pair Förster resonance energy transfer, we now provide evidence that negative cofactor-2 (NC2) induces dynamic conformational changes in the TBP-DNA complex that allow it to escape and return to TATA-binding mode. This can lead to movement of TBP along the DNA away from TATA.
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29
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Voigts-Hoffmann F, Hengesbach M, Kobitski AY, van Aerschot A, Herdewijn P, Nienhaus GU, Helm M. A Methyl Group Controls Conformational Equilibrium in Human Mitochondrial tRNALys. J Am Chem Soc 2007; 129:13382-3. [DOI: 10.1021/ja075520+] [Citation(s) in RCA: 68] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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30
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Kobitski AY, Nierth A, Helm M, Jäschke A, Nienhaus GU. Mg2+-dependent folding of a Diels-Alderase ribozyme probed by single-molecule FRET analysis. Nucleic Acids Res 2007; 35:2047-59. [PMID: 17344321 PMCID: PMC1874616 DOI: 10.1093/nar/gkm072] [Citation(s) in RCA: 73] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Here, we report a single-molecule fluorescence resonance energy transfer (FRET) study of a Diels-Alderase (DAse) ribozyme, a 49-mer RNA with true catalytic properties. The DAse ribozyme was labeled with Cy3 and Cy5 as a FRET pair of dyes to observe intramolecular folding, which is a prerequisite for its recognition and turnover of two organic substrate molecules. FRET efficiency histograms and kinetic data were taken on a large number of surface-immobilized ribozyme molecules as a function of the Mg(2+) concentration in the buffer solution. From these data, three separate states of the DAse ribozyme can be distinguished, the unfolded (U), intermediate (I) and folded (F) states. A thermodynamic model was developed to quantitatively analyze the dependence of these states on the Mg(2+) concentration. The FRET data also provide information on structural properties. The I state shows a strongly cooperative compaction with increasing Mg(2+) concentration that arises from association with several Mg(2+) ions. This transition is followed by a second Mg(2+)-dependent cooperative transition to the F state. The observation of conformational heterogeneity and continuous fluctuations between the I and F states on the approximately 100 ms timescale offers insight into the folding dynamics of this ribozyme.
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Affiliation(s)
- Andrei Yu. Kobitski
- Institute of Biophysics, University of Ulm, 89069 Ulm, Germany, Institute of Pharmacy and Molecular Biotechnology, University of Heidelberg, 69120 Heidelberg, Germany and Department of Physics, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Alexander Nierth
- Institute of Biophysics, University of Ulm, 89069 Ulm, Germany, Institute of Pharmacy and Molecular Biotechnology, University of Heidelberg, 69120 Heidelberg, Germany and Department of Physics, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Mark Helm
- Institute of Biophysics, University of Ulm, 89069 Ulm, Germany, Institute of Pharmacy and Molecular Biotechnology, University of Heidelberg, 69120 Heidelberg, Germany and Department of Physics, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Andres Jäschke
- Institute of Biophysics, University of Ulm, 89069 Ulm, Germany, Institute of Pharmacy and Molecular Biotechnology, University of Heidelberg, 69120 Heidelberg, Germany and Department of Physics, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - G. Ulrich Nienhaus
- Institute of Biophysics, University of Ulm, 89069 Ulm, Germany, Institute of Pharmacy and Molecular Biotechnology, University of Heidelberg, 69120 Heidelberg, Germany and Department of Physics, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
- *To whom correspondence should be addressed. +1-49-731-50-23050+1-49-731-50-23059
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31
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Nienhaus GU. Exploring protein structure and dynamics under denaturing conditions by single-molecule FRET analysis. Macromol Biosci 2007; 6:907-22. [PMID: 17099864 DOI: 10.1002/mabi.200600158] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Proteins are highly complex biopolymers, exhibiting a substantial degree of structural variability in their properly folded, native state. In the presence of denaturants, this heterogeneity is greatly enhanced, and fluctuations take place among vast numbers of folded and unfolded conformations via many different pathways. To better understand protein folding it is necessary to explore the structural and energetic properties of the folded and unfolded polypeptide chain, as well as the trajectories along which the chain navigates through its multi-dimensional conformational energy landscape. In recent years, single-molecule fluorescence spectroscopy has been established as a powerful tool in this research area, as it allows one to monitor the structure and dynamics of individual polypeptide chains in real time with atomic scale resolution using Förster resonance energy transfer (FRET). Consequently, time trajectories of folding transitions can be directly observed, including transient intermediates that may exist along these pathways. Here we illustrate the power of single-molecule fluorescence with our recent work on the structure and dynamics of the small enzyme RNase H in the presence of the chemical denaturant guanidinium chloride (GdmCl). For FRET analysis, a pair of fluorescent dyes was attached to the enzyme at specific locations. In order to observe conformational changes of individual protein molecules for up to several hundred seconds, the proteins were immobilized on nanostructured, polymer coated glass surfaces specially developed to have negligible interactions with folded and unfolded proteins. The single-molecule FRET analysis gave insight into structural changes of the unfolded polypeptide chain in response to varying the denaturant concentration, and the time traces revealed stepwise transitions in the FRET levels, reflecting conformational dynamics. Barriers in the free energy landscape of RNase H were estimated from the kinetics of the transitions.
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32
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Heyes CD, Groll J, Möller M, Nienhaus GU. Synthesis, patterning and applications of star-shaped poly(ethylene glycol) biofunctionalized surfaces. ACTA ACUST UNITED AC 2007; 3:419-30. [PMID: 17533455 DOI: 10.1039/b700055n] [Citation(s) in RCA: 76] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Poly(ethylene) glycol (PEG) is an excellent material to modify surfaces to resist non-specific protein adsorption. Linear PEG has been extensively studied both theoretically and experimentally and it has been found that resistance of PEG-coated surfaces to protein adsorption depends mainly on the molecular weight of the polymer and the surface grafting density. End-functionalized star-shaped PEGs allow for interpolymer crosslinking to form a dense layer. An excellent example of such a system consists of a 6-arm PEG/PPG (4 : 1) star polymer functionalized with isocyanate using IPDI. The end functionalization may be further biofunctionalized to recognize specific biomolecules such as streptavidin, His-tagged proteins, amino-terminated oligonucleotides and cell receptors. This functionalization may be patterned into specific geometries using stamping techniques or randomly distributed by statistical reaction of the end group with the biofunctional molecule in solution. The surface preparation uses simple spin-, dip- or spray-coating and produces smooth layers with low background fluorescence. These properties, together with the advantageous chemical properties of PEG, render the surfaces ideal for immobilizing proteins on surfaces with detection limits down to the single molecule level. Proteins immobilized on such surfaces are able to maintain their folded, functional form and are able to completely refold if temporarily exposed to denaturing conditions. Immobilized enzyme molecules were able to perform their function with the same activity as the enzyme in solution. Future directions of using surfaces coated with such crosslinked star polymers in highly sensitive and robust biotechnology applications will be discussed.
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Affiliation(s)
- Colin D Heyes
- Institut für Biophysik, Universität Ulm, Albert Einstein Allee 11, 89081 Ulm, Germany
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33
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Engel J. Visions for novel biophysical elucidations of extracellular matrix networks. Int J Biochem Cell Biol 2007; 39:311-8. [PMID: 16973404 DOI: 10.1016/j.biocel.2006.08.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2006] [Revised: 08/03/2006] [Accepted: 08/04/2006] [Indexed: 11/16/2022]
Abstract
The extracellular matrix consists of multifunctional molecules, which are composed of a large numbers of different domains. Clearly these domains and even the entire molecules do not function independently as isolated species, but interact with each other in large networks. In many cases specific regions of the networks may be considered as molecular machines in which the different molecules are arranged in highly defined spatial structures and act in a dynamic, concerted fashion. At present most structural information is limited to single molecules, and dynamics have been measured mainly for pairs of interacting partners in solution. Work needs to be extended to large integrated systems and the functions of molecular machines need to be explored. Electron tomography, fluorescence resonance energy transfer, and other biophysical techniques are very promising.
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Affiliation(s)
- Jürgen Engel
- Department of Biophysical Chemistry, Biozentrum, University of Basel Klingelbergstrasse 70, CH 4056 Basel, Switzerland.
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