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Abraham Punnoose J, Thomas KJ, Chandrasekaran AR, Vilcapoma J, Hayden A, Kilpatrick K, Vangaveti S, Chen A, Banco T, Halvorsen K. High-throughput single-molecule quantification of individual base stacking energies in nucleic acids. Nat Commun 2023; 14:631. [PMID: 36746949 PMCID: PMC9902561 DOI: 10.1038/s41467-023-36373-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Accepted: 01/26/2023] [Indexed: 02/08/2023] Open
Abstract
Base stacking interactions between adjacent bases in DNA and RNA are important for many biological processes and in biotechnology applications. Previous work has estimated stacking energies between pairs of bases, but contributions of individual bases has remained unknown. Here, we use a Centrifuge Force Microscope for high-throughput single molecule experiments to measure stacking energies between adjacent bases. We found stacking energies strongest between purines (G|A at -2.3 ± 0.2 kcal/mol) and weakest between pyrimidines (C|T at -0.5 ± 0.1 kcal/mol). Hybrid stacking with phosphorylated, methylated, and RNA nucleotides had no measurable effect, but a fluorophore modification reduced stacking energy. We experimentally show that base stacking can influence stability of a DNA nanostructure, modulate kinetics of enzymatic ligation, and assess accuracy of force fields in molecular dynamics simulations. Our results provide insights into fundamental DNA interactions that are critical in biology and can inform design in biotechnology applications.
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Affiliation(s)
- Jibin Abraham Punnoose
- The RNA Institute, University at Albany, State University of New York, Albany, NY, 12222, USA
| | - Kevin J Thomas
- The RNA Institute, University at Albany, State University of New York, Albany, NY, 12222, USA
| | | | - Javier Vilcapoma
- The RNA Institute, University at Albany, State University of New York, Albany, NY, 12222, USA
| | - Andrew Hayden
- The RNA Institute, University at Albany, State University of New York, Albany, NY, 12222, USA
| | - Kacey Kilpatrick
- The RNA Institute, University at Albany, State University of New York, Albany, NY, 12222, USA.,Department of Chemistry, University at Albany, State University of New York, Albany, NY, 12222, USA
| | - Sweta Vangaveti
- The RNA Institute, University at Albany, State University of New York, Albany, NY, 12222, USA
| | - Alan Chen
- The RNA Institute, University at Albany, State University of New York, Albany, NY, 12222, USA.,Department of Chemistry, University at Albany, State University of New York, Albany, NY, 12222, USA
| | - Thomas Banco
- The RNA Institute, University at Albany, State University of New York, Albany, NY, 12222, USA
| | - Ken Halvorsen
- The RNA Institute, University at Albany, State University of New York, Albany, NY, 12222, USA.
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2
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Rief M, Žoldák G. Single-molecule mechanical studies of chaperones and their clients. BIOPHYSICS REVIEWS 2022; 3:041301. [PMID: 38505517 PMCID: PMC10903372 DOI: 10.1063/5.0098033] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 09/12/2022] [Indexed: 03/21/2024]
Abstract
Single-molecule force spectroscopy provides access to the mechanics of biomolecules. Recently, magnetic and laser optical tweezers were applied in the studies of chaperones and their interaction with protein clients. Various aspects of the chaperone-client interactions can be revealed based on the mechanical probing strategies. First, when a chaperone is probed under load, one can examine the inner workings of the chaperone while it interacts with and works on the client protein. Second, when protein clients are probed under load, the action of chaperones on folding clients can be studied in great detail. Such client folding studies have given direct access to observing actions of chaperones in real-time, like foldase, unfoldase, and holdase activity. In this review, we introduce the various single molecule mechanical techniques and summarize recent single molecule mechanical studies on heat shock proteins, chaperone-mediated folding on the ribosome, SNARE folding, and studies of chaperones involved in the folding of membrane proteins. An outlook on significant future developments is given.
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Affiliation(s)
- Matthias Rief
- Center for Functional Protein Assemblies (CPA), Physik Department, Technische Universität München, Ernst-Otto-Fischer-Str., 8, D-85748 Garching, Germany
| | - Gabriel Žoldák
- Center for Interdisciplinary Biosciences, Technology and Innovation Park, P. J. Šafárik University, Trieda SNP 1, 040 11 Košice, Slovakia
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3
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Abraham Punnoose J, Hayden A, Zhou L, Halvorsen K. Wi-Fi Live-Streaming Centrifuge Force Microscope for Benchtop Single-Molecule Experiments. Biophys J 2020; 119:2231-2239. [PMID: 33121943 PMCID: PMC7732769 DOI: 10.1016/j.bpj.2020.10.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Revised: 10/02/2020] [Accepted: 10/08/2020] [Indexed: 11/21/2022] Open
Abstract
The ability to apply controlled forces to individual molecules has been revolutionary in shaping our understanding of biophysics in areas as diverse as dynamic bond strength, biological motor operation, and DNA replication. However, the methodology to perform single-molecule experiments remains relatively inaccessible because of cost and complexity. In 2010, we introduced the centrifuge force microscope (CFM) as a platform for accessible and high-throughput single-molecule experimentation. The CFM consists of a rotating microscope with which prescribed centrifugal forces can be applied to microsphere-tethered biomolecules. In this work, we develop and demonstrate a next-generation Wi-Fi CFM that offers unprecedented ease of use and flexibility in design. The modular CFM unit fits within a standard benchtop centrifuge and connects by Wi-Fi to an external computer for live control and streaming at near gigabit speeds. The use of commercial wireless hardware allows for flexibility in programming and provides a streamlined upgrade path as Wi-Fi technology advances. To facilitate ease of use, detailed build and setup instructions, as well as LabVIEW-based control software and MATLAB-based analysis software, are provided. We demonstrate the instrument’s performance by analysis of force-dependent dissociation of short DNA duplexes of 7, 8, and 9 bp. We showcase the sensitivity of the approach by resolving distinct dissociation kinetic rates for a 7 bp duplex in which one G-C basepair is mutated to an A-T basepair.
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Affiliation(s)
| | | | - Lifeng Zhou
- RNA Institute, SUNY at Albany, Albany, New York
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4
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Sample preparation method to improve the efficiency of high-throughput single-molecule force spectroscopy. BIOPHYSICS REPORTS 2019. [DOI: 10.1007/s41048-019-00097-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Abstract
Inefficient sample preparation methods hinder the performance of high-throughput single-molecule force spectroscopy (H-SMFS) for viscous damping among reactants and unstable linkage. Here, we demonstrated a sample preparation method for H-SMFS systems to achieve a higher ratio of effective target molecules per sample cell by gas-phase silanization and reactant hydrophobization. Digital holographic centrifugal force microscopy (DH-CFM) was used to verify its performance. The experimental result indicated that the DNA stretching success ratio was improved from 0.89% to 13.5%. This enhanced efficiency preparation method has potential application for force-based DNA stretching experiments and other modifying procedures.
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5
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Kirkness MWH, Forde NR. Single-Molecule Assay for Proteolytic Susceptibility: Force-Induced Collagen Destabilization. Biophys J 2019; 114:570-576. [PMID: 29414702 DOI: 10.1016/j.bpj.2017.12.006] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2017] [Revised: 12/01/2017] [Accepted: 12/11/2017] [Indexed: 01/07/2023] Open
Abstract
Force plays a key role in regulating dynamics of biomolecular structure and interactions, yet techniques are lacking to manipulate and continuously read out this response with high throughput. We present an enzymatic assay for force-dependent accessibility of structure that makes use of a wireless mini-radio centrifuge force microscope to provide a real-time readout of kinetics. The microscope is designed for ease of use, fits in a standard centrifuge bucket, and offers high-throughput, video-rate readout of individual proteolytic cleavage events. Proteolysis measurements on thousands of tethered collagen molecules show a load-enhanced trypsin sensitivity, indicating destabilization of the triple helix.
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Affiliation(s)
- Michael W H Kirkness
- Department of Molecular Biology and Biochemistry, Burnaby, British Columbia, Canada
| | - Nancy R Forde
- Department of Molecular Biology and Biochemistry, Burnaby, British Columbia, Canada; Department of Physics, Simon Fraser University, Burnaby, British Columbia, Canada.
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6
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Nathwani B, Shih WM, Wong WP. Force Spectroscopy and Beyond: Innovations and Opportunities. Biophys J 2018; 115:2279-2285. [PMID: 30447991 PMCID: PMC6302248 DOI: 10.1016/j.bpj.2018.10.021] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2017] [Revised: 10/08/2018] [Accepted: 10/25/2018] [Indexed: 12/26/2022] Open
Abstract
Life operates at the intersection of chemistry and mechanics. Over the years, we have made remarkable progress in understanding life from a biochemical perspective and the mechanics of life at the single-molecule scale. Yet the full integration of physical and mechanical models into mainstream biology has been impeded by technical and conceptual barriers, including limitations in our ability to 1) easily measure and apply mechanical forces to biological systems, 2) scale these measurements from single-molecule characterization to more complex biomolecular systems, and 3) model and interpret biophysical data in a coherent way across length scales that span single molecules to cells to multicellular organisms. In this manuscript, through a look at historical and recent developments in force spectroscopy techniques and a discussion of a few exemplary open problems in cellular biomechanics, we aim to identify research opportunities that will help us reach our goal of a more complete and integrated understanding of the role of force and mechanics in biological systems.
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Affiliation(s)
- Bhavik Nathwani
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, Massachusetts; Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, Massachusetts; Program in Cellular and Molecular Medicine, Boston Children's Hospital, Boston, Massachusetts.
| | - William M Shih
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts; Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, Massachusetts; Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, Massachusetts
| | - Wesley P Wong
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, Massachusetts; Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, Massachusetts; Program in Cellular and Molecular Medicine, Boston Children's Hospital, Boston, Massachusetts.
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7
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Hoang T, Moskwa N, Halvorsen K. A 'smart' tube holder enables real-time sample monitoring in a standard lab centrifuge. PLoS One 2018; 13:e0195907. [PMID: 29659624 PMCID: PMC5901991 DOI: 10.1371/journal.pone.0195907] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2017] [Accepted: 04/02/2018] [Indexed: 11/19/2022] Open
Abstract
The centrifuge is among the oldest and most widely used pieces of laboratory equipment, with significant applications that include clinical diagnostics and biomedical research. A major limitation of laboratory centrifuges is their "black box" nature, limiting sample observation to before and after centrifugation. Thus, optimized protocols require significant trial and error, while unoptimized protocols waste time by centrifuging longer than necessary or material due to incomplete sedimentation. Here, we developed an instrumented centrifuge tube receptacle compatible with several commercial benchtop centrifuges that can provide real-time sample analysis during centrifugation. We demonstrated the system by monitoring cell separations during centrifugation for different spin speeds, concentrations, buffers, cell types, and temperatures. We show that the collected data are valuable for analytical purposes (e.g. quality control), or as feedback to the user or the instrument. For the latter, we verified an adaptation where complete sedimentation turned off the centrifuge and notified the user by a text message. Our system adds new functionality to existing laboratory centrifuges, saving users time and providing useful feedback. This add-on potentially enables new analytical applications for an instrument that has remained largely unchanged for decades.
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Affiliation(s)
- Tony Hoang
- The RNA Institute, University at Albany, State University of New York, Albany, New York, United States of America
- Department of Chemistry, University at Albany, State University of New York, New York, United States of America
| | - Nicholas Moskwa
- Department of Biology, University at Albany, State University of New York, Albany, New York, United States of America
| | - Ken Halvorsen
- The RNA Institute, University at Albany, State University of New York, Albany, New York, United States of America
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8
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Yang D, Wong WP. Repurposing a Benchtop Centrifuge for High-Throughput Single-Molecule Force Spectroscopy. Methods Mol Biol 2018; 1665:353-366. [PMID: 28940079 PMCID: PMC5640162 DOI: 10.1007/978-1-4939-7271-5_19] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
We present high-throughput single-molecule manipulation using a benchtop centrifuge, overcoming limitations common in other single-molecule approaches such as high cost, low throughput, technical difficulty, and strict infrastructure requirements. An inexpensive and compact Centrifuge Force Microscope (CFM) adapted to a commercial centrifuge enables use by nonspecialists, and integration with DNA nanoswitches facilitates both reliable measurements and repeated molecular interrogation. Here, we provide detailed protocols for constructing the CFM, creating DNA nanoswitch samples, and carrying out single-molecule force measurements.
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Affiliation(s)
- Darren Yang
- Program in Cellular and Molecular Medicine, Boston Children’s Hospital, Boston, MA 02115, USA,Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, USA,Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA
| | - Wesley P. Wong
- Program in Cellular and Molecular Medicine, Boston Children’s Hospital, Boston, MA 02115, USA,Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, USA,Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA
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9
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Halvorsen K, Kizer ME, Wang X, Chandrasekaran AR, Basanta-Sanchez M. Shear Dependent LC Purification of an Engineered DNA Nanoswitch and Implications for DNA Origami. Anal Chem 2017; 89:5673-5677. [DOI: 10.1021/acs.analchem.7b00791] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Affiliation(s)
- Ken Halvorsen
- The
RNA Institute, University at Albany, State University of New York, 1400 Washington Avenue, Albany, New York 12222, United States
| | - Megan E. Kizer
- Department
of Chemistry and Chemical Biology and the Center for Biotechnology
and Interdisciplinary Studies, Rensselaer Polytechnic Institute, 110 Eighth Street, Troy, New York 12180, United States
| | - Xing Wang
- Department
of Chemistry and Chemical Biology and the Center for Biotechnology
and Interdisciplinary Studies, Rensselaer Polytechnic Institute, 110 Eighth Street, Troy, New York 12180, United States
| | - Arun Richard Chandrasekaran
- The
RNA Institute, University at Albany, State University of New York, 1400 Washington Avenue, Albany, New York 12222, United States
- Confer Health, Inc., Suite 208, 56 Roland Street, Charlestown, Massachusetts 02129, United States
| | - Maria Basanta-Sanchez
- The
RNA Institute, University at Albany, State University of New York, 1400 Washington Avenue, Albany, New York 12222, United States
- Waters Corporation, 34 Maple
Street, Milford, Massachusetts 01757, United States
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