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Chihara K, Gerovac M, Hör J, Vogel J. Global profiling of the RNA and protein complexes of Escherichia coli by size exclusion chromatography followed by RNA sequencing and mass spectrometry (SEC-seq). RNA (NEW YORK, N.Y.) 2022; 29:rna.079439.122. [PMID: 36328526 PMCID: PMC9808575 DOI: 10.1261/rna.079439.122] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Accepted: 10/27/2022] [Indexed: 06/16/2023]
Abstract
New methods for the global identification of RNA-protein interactions have led to greater recognition of the abundance and importance of RNA-binding proteins (RBPs) in bacteria. Here, we expand this tool kit by developing SEC-seq, a method based on a similar concept as the established Grad-seq approach. In Grad-seq, cellular RNA and protein complexes of a bacterium of interest are separated in a glycerol gradient, followed by high-throughput RNA-sequencing and mass spectrometry analyses of individual gradient fractions. New RNA-protein complexes are predicted based on the similarity of their elution profiles. In SEC-seq, we have replaced the glycerol gradient with separation by size exclusion chromatography, which shortens operation times and offers greater potential for automation. Applying SEC-seq to Escherichia coli, we find that the method provides a higher resolution than Grad-seq in the lower molecular weight range up to ~500 kDa. This is illustrated by the ability of SEC-seq to resolve two distinct, but similarly sized complexes of the global translational repressor CsrA with either of its antagonistic small RNAs, CsrB and CsrC. We also characterized changes in the SEC-seq profiles of the small RNA MicA upon deletion of its RNA chaperones Hfq and ProQ and investigated the redistribution of these two proteins upon RNase treatment. Overall, we demonstrate that SEC-seq is a tractable and reproducible method for the global profiling of bacterial RNA-protein complexes that offers the potential to discover yet-unrecognized associations between bacterial RNAs and proteins.
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Affiliation(s)
- Kotaro Chihara
- Helmholtz Institute for RNA-based Infection Research, Würzburg, Germany
| | | | - Jens Hör
- Weizmann Institute, Rehovot, Israel
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2
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Vezeau GE, Salis HM. Tuning Cell-Free Composition Controls the Time Delay, Dynamics, and Productivity of TX-TL Expression. ACS Synth Biol 2021; 10:2508-2519. [PMID: 34498860 DOI: 10.1021/acssynbio.1c00136] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The composition of cell-free expression systems (TX-TL) is adjusted by adding macromolecular crowding agents and salts. However, the effects of these cosolutes on the dynamics of individual gene expression processes have not been quantified. Here, we carry out kinetic mRNA and protein level measurements on libraries of genetic constructs using the common cosolutes PEG-8000, Ficoll-400, and magnesium glutamate. By combining these measurements with biophysical modeling, we show that cosolutes have differing effects on transcription initiation, translation initiation, and translation elongation rates with trade-offs between time delays, expression tunability, and maximum expression productivity. We also confirm that biophysical models can predict translation initiation rates in TX-TL using Escherichia coli lysate. We discuss how cosolute composition can be tuned to maximize performance across different cell-free applications, including biosensing, diagnostics, and biomanufacturing.
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Affiliation(s)
- Grace E. Vezeau
- Department of Biological Engineering, Pennsylvania State University, University Park, Pennsylvania 16802, United States
| | - Howard M. Salis
- Department of Biological Engineering, Pennsylvania State University, University Park, Pennsylvania 16802, United States
- Department of Chemical Engineering, Pennsylvania State University, University Park, Pennsylvania 16802, United States
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3
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Liao Y, Mechulam Y, Lassalle-Kaiser B. A millisecond passive micromixer with low flow rate, low sample consumption and easy fabrication. Sci Rep 2021; 11:20119. [PMID: 34635693 PMCID: PMC8505571 DOI: 10.1038/s41598-021-99471-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Accepted: 08/17/2021] [Indexed: 11/30/2022] Open
Abstract
Fast mixing of small volumes of solutions in microfluidic devices is essential for an accurate control and observation of the dynamics of a reaction in biological or chemical studies. It is often, however, a challenging task, as the Reynolds number (Re) in microscopic devices is typically < 100. In this report, we detail a novel mixer based on the “staggered herring bone” (SHB) pattern and “split-recombination” strategies with an optimized geometry, the periodic rotation of the flow structure can be controlled and recombined in a way that the vortices and phase shifts of the flow induce intertwined lamellar structures, thus increasing the contact surface and enhancing mixing. The optimization improves the mixing while using a low flow rate, hence a small volume for mixing and moderate pressure drops. The performances of the patterns were first simulated using COMSOL Multiphysics under different operating conditions. The simulation indicates that at very low flow rate (1–12 µL·min−1) and Re (3.3–40), as well as a very small working volume (~ 3 nL), a very good mixing (~ 98%) can be achieved in the ms time range (4.5–78 ms). The most promising design was then visualized experimentally, showing results that are consistent with the outcomes of the simulations. Importantly, the devices were fabricated using a classical soft-lithography method, as opposed to additive manufacturing often used to generate complex mixing structures. This new device minimizes the sample consumption and could therefore be applied for studies using precious samples.
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Affiliation(s)
- Yuanyuan Liao
- Synchrotron SOLEIL, l'Orme des Merisiers, 91192, Gif-sur-Yvette, France. .,IamFluidics BV, High Tech Factory, De Veldmaat 17, 7522 NM, Enschede, The Netherlands.
| | - Yves Mechulam
- Laboratoire de Biologie Structurale de la Cellule, BIOC, Ecole Polytechnique, CNRS, Institut Polytechnique de Paris, 91128, Palaiseau Cedex, France
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Heida T, Köhler T, Kaufmann A, Männel MJ, Thiele J. Cell‐Free Protein Synthesis in Bifunctional Hyaluronan Microgels: A Strategy for In Situ Immobilization and Purification of His‐Tagged Proteins. CHEMSYSTEMSCHEM 2019. [DOI: 10.1002/syst.201900058] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Affiliation(s)
- Thomas Heida
- Institute of Physical Chemistry and Polymer PhysicsLeibniz-Institut für Polymerforschung Dresden e.V. Hohe Str. 6 01069 Dresden Germany
| | - Tony Köhler
- Institute of Physical Chemistry and Polymer PhysicsLeibniz-Institut für Polymerforschung Dresden e.V. Hohe Str. 6 01069 Dresden Germany
| | - Anika Kaufmann
- Institute of Physical Chemistry and Polymer PhysicsLeibniz-Institut für Polymerforschung Dresden e.V. Hohe Str. 6 01069 Dresden Germany
| | - Max J. Männel
- Institute of Physical Chemistry and Polymer PhysicsLeibniz-Institut für Polymerforschung Dresden e.V. Hohe Str. 6 01069 Dresden Germany
| | - Julian Thiele
- Institute of Physical Chemistry and Polymer PhysicsLeibniz-Institut für Polymerforschung Dresden e.V. Hohe Str. 6 01069 Dresden Germany
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5
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Aufinger L, Simmel FC. Artificial Gel-Based Organelles for Spatial Organization of Cell-Free Gene Expression Reactions. Angew Chem Int Ed Engl 2018; 57:17245-17248. [PMID: 30394633 PMCID: PMC6640049 DOI: 10.1002/anie.201809374] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2018] [Revised: 10/10/2018] [Indexed: 11/11/2022]
Abstract
Gel-based artificial organelles have been developed that enable sequence-specific and programmable localization of cell-free transcription and translation reactions inside an artificial cellular system. To this end, we utilize agarose microgels covalently modified with DNA templates coding for various functions and encapsulate them into emulsion droplets. We show that RNA signals transcribed from transcription organelles can be specifically targeted to capture organelles via hybridization to the corresponding DNA addresses. We also demonstrate that mRNA molecules, produced from transcription organelles and controlled by toehold switch riboregulators, are only translated in translation organelles containing their cognate DNA triggers. Spatial confinement of transcription and translation in separate organelles is thus superficially similar to gene expression in eukaryotic cells. Combining communicating gel spheres with specialized functions opens up new possibilities for programming artificial cellular systems at the organelle level.
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Affiliation(s)
- Lukas Aufinger
- Physics-Department and ZNN, Technische Universität München, Am Coulombwall 4a, 85748 Garching, Germany
| | - Friedrich C. Simmel
- Physics-Department and ZNN, Technische Universität München, Am Coulombwall 4a, 85748 Garching, Germany
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Aufinger L, Simmel FC. Künstliche, gelbasierte Organellen für die räumliche Organisation von zellfreien Genexpressionsreaktionen. Angew Chem Int Ed Engl 2018. [DOI: 10.1002/ange.201809374] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Affiliation(s)
- Lukas Aufinger
- Physik-Department und ZNN Technische Universität München Am Coulombwall 4a 85748 Garching Deutschland
| | - Friedrich C. Simmel
- Physik-Department und ZNN Technische Universität München Am Coulombwall 4a 85748 Garching Deutschland
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7
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Thiele J. Polymer Material Design by Microfluidics Inspired by Cell Biology and Cell-Free Biotechnology. MACROMOL CHEM PHYS 2016. [DOI: 10.1002/macp.201600429] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Julian Thiele
- Leibniz-Institut für Polymerforschung Dresden e. V; Leibniz Research Cluster (LRC); Hohe Straße 6 01069 Dresden Germany
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Abstract
Accurate protein folding is essential for proper cellular and organismal function. In the cell, protein folding is carefully regulated; changes in folding homeostasis (proteostasis) can disrupt many cellular processes and have been implicated in various neurodegenerative diseases and other pathologies. For many proteins, the initial folding process begins during translation while the protein is still tethered to the ribosome; however, most biophysical studies of a protein's energy landscape are carried out in isolation under idealized, dilute conditions and may not accurately report on the energy landscape in vivo. Thus, the energy landscape of ribosome nascent chains and the effect of the tethered ribosome on nascent chain folding remain unclear. Here we have developed a general assay for quantitatively measuring the folding stability of ribosome nascent chains, and find that the ribosome exerts a destabilizing effect on the polypeptide chain. This destabilization decreases as a function of the distance away from the peptidyl transferase center. Thus, the ribosome may add an additional layer of robustness to the protein-folding process by avoiding the formation of stable partially folded states before the protein has completely emerged from the ribosome.
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Chakraborty B, Bhakta S, Sengupta J. Disassembly of yeast 80S ribosomes into subunits is a concerted action of ribosome-assisted folding of denatured protein. Biochem Biophys Res Commun 2016; 469:923-9. [DOI: 10.1016/j.bbrc.2015.12.107] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2015] [Accepted: 12/22/2015] [Indexed: 11/27/2022]
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Hansen MMK, Paffenholz S, Foschepoth D, Heus HA, Thiele J, Huck WTS. Cell-Like Nanostructured Environments Alter Diffusion and Reaction Kinetics in Cell-Free Gene Expression. Chembiochem 2015; 17:228-32. [DOI: 10.1002/cbic.201500560] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2015] [Indexed: 11/11/2022]
Affiliation(s)
- Maike M. K. Hansen
- Radboud University; Institute for Molecules and Materials; Heyendaalseweg 135 6525 AJ Nijmegen The Netherlands
| | - Sabine Paffenholz
- Radboud University; Institute for Molecules and Materials; Heyendaalseweg 135 6525 AJ Nijmegen The Netherlands
- Rhine-Waal University of Applied Sciences; Marie-Curie-Strasse 1 47533 Kleve Germany
| | - David Foschepoth
- Radboud University; Institute for Molecules and Materials; Heyendaalseweg 135 6525 AJ Nijmegen The Netherlands
| | - Hans A. Heus
- Radboud University; Institute for Molecules and Materials; Heyendaalseweg 135 6525 AJ Nijmegen The Netherlands
| | - Julian Thiele
- Radboud University; Institute for Molecules and Materials; Heyendaalseweg 135 6525 AJ Nijmegen The Netherlands
- Department of Nanostructured Materials and; Leibniz Research Cluster (LRC); Leibniz-Institut für Polymerforschung Dresden e. V.; Hohe Strasse 6 01069 Dresden Germany
| | - Wilhelm T. S. Huck
- Radboud University; Institute for Molecules and Materials; Heyendaalseweg 135 6525 AJ Nijmegen The Netherlands
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Thiele J, Ma Y, Foschepoth D, Hansen MMK, Steffen C, Heus HA, Huck WTS. DNA-functionalized hydrogels for confined membrane-free in vitro transcription/translation. LAB ON A CHIP 2014; 14:2651-2656. [PMID: 24663810 DOI: 10.1039/c3lc51427g] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
We microfluidically fabricate bio-orthogonal DNA-functionalized porous hydrogels from hyaluronic acid that are employed in in vitro transcription/translation (IVTT) of a green fluorescent protein. By co-encapsulating individual hydrogel particles and the IVTT machinery in water-in-oil microdroplets, we study protein expression in a defined reaction volume. Our approach enables precise control over protein expression rates by gene dosage. We show that gene transcription and translation are confined to the membrane-free hydrogel matrix, which contributes to the design of membrane-free protocells.
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Affiliation(s)
- J Thiele
- Radboud University Nijmegen, Institute for Molecules and Materials, Heyendaalseweg 135, 6525 AJ Nijmegen, The Netherlands.
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Patel VB, Cunningham CC, Hantgan RR. Physiochemical properties of rat liver mitochondrial ribosomes. J Biol Chem 2001; 276:6739-46. [PMID: 11106644 DOI: 10.1074/jbc.m005781200] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
In the present study, the physiochemical properties of rat liver mitochondrial ribosomes were examined and compared with Escherichia coli ribosomes. The sedimentation and translational diffusion coefficients as well as the molecular weight and buoyant density of rat mitochondrial ribosomes were determined. Sedimentation coefficients were established using the time-derivative algorithm (Philo, J. S. (2000) Anal. Biochem. 279, 151-163). The sedimentation coefficients of the intact monosome, large subunit, and small subunit were 55, 39, and 28 S, respectively. Mitochondrial ribosomes had a particle composition of 75% protein and 25% RNA. The partial specific volume was 0.688 ml/g, as determined from the protein and RNA composition. The buoyant density of formaldehyde-fixed ribosomes in cesium chloride was 1.41 g/cm(3). The molecular masses of mitochondrial and E. coli ribosomes determined by static light-scattering experiments were 3.57 +/- 0.14 MDa and 2.49 +/- 0.06 MDa, respectively. The diffusion coefficient obtained from dynamic light-scattering measurements was 1.10 +/- 0.01 x 10(-7) cm(2) s(-1) for mitochondrial ribosomes and 1.72 +/- 0.03 x 10(-7) cm(2) s(-1) for the 70 S E. coli monosome. The hydration factor determined from these hydrodynamic parameters were 4.6 g of water/g of ribosome and 1.3 g/g for mitochondrial and E. coli ribosomes, respectively. A calculated hydration factor of 3.3 g/g for mitochondrial ribosomes was also obtained utilizing a calculated molecular mass and the Svedberg equation. These measurements of solvation suggest that ribosomes are highly hydrated structures. They are also in agreement with current models depicting ribosomes as porous structures containing numerous gaps and tunnels.
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Affiliation(s)
- V B Patel
- Department of Biochemistry, Wake Forest University School of Medicine, Winston-Salem, North Carolina 27157-1016, USA
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13
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Dobitchin PD, Kirillov SV, Noskin VA, Peshin NN. Correlation between biological activity of 30 S subunits of Escherichia coli ribosomes and their conformation changes revealed by optical mixing spectroscopy. Biophys Chem 1983; 17:165-9. [PMID: 6340749 DOI: 10.1016/0301-4622(83)80010-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Spectral analysis of light scattered from solutions of 30 S subunits was performed by the method of regularization of the inverse spectral problem. The subunits observed under ionic conditions which preserved their biological activity (200 mM NH4Cl at 1 mM MgCl2) revealed a monodisperse pattern of scattering with diffusion constant D = (1.83 +/- 0.10) X 10(-7) cm2/s. The polydispersity and compaction of 30 S subunits were observed under inactivation ionic conditions (30 mM NH4Cl at 1 mM MgCl2). The number of compacted particles correlates with the irreversible loss of biological activity, the ability of 30 S subunits to bind specific tRNA.
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14
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7. Laser Light Scattering. ACTA ACUST UNITED AC 1982. [DOI: 10.1016/s0076-695x(08)60156-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
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15
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King TC, Rucinsky T, Schlessinger D, Milanovich F. Escherichia coli ribosome unfolding in low Mg2+ solutions observed by laser Raman spectroscopy and electron microscopy. Nucleic Acids Res 1981; 9:647-61. [PMID: 7012796 PMCID: PMC327228 DOI: 10.1093/nar/9.3.647] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
Ribosomes unfolded by the removal of Mg2+ at 25 degrees C were studied by Raman spectroscopy and electron microscopy. Raman spectra showed a reduction in the 813 cm-1 phosphodiester signal of 30S and 50S ribosomes compared to intact ribosomes, suggesting that a fraction of the ribose moieties had shifted from the 3' endo (ordered) to the 3' exo (disordered) conformation. The maximum diameters of unfolded 30S and 50S ribosomes, judged by electron microscopy, were 1.8 and 2.5-fold greater, respectively, than those of intact ribosomes. Most unfolded 30S ribosomes had three distinct structural domains and appeared "Y-shaped"; whereas most unfolded 50S ribosomes had four distinct domains and appeared "X-shaped". When ribosomes were partially unfolded (by brief exposure to 0.04 mM Mg2+ or EDTA), several possible intermediates in the unfolding process were observed. Both the shapes of particles and their Raman spectra reached the same final state in 0.04 mM Mg2+, where more than 50% of the rRNA phosphates are discharged by Mg2+, as in 10 mM EDTA, where less than 1% are discharged.
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Yeh Y, Selser JC, Baskin RJ. Dynamic light scattering characterization of the detergent-free, delipidated (Ca2+ + Mg2+)-ATPase from sarcoplasmic reticulum. BIOCHIMICA ET BIOPHYSICA ACTA 1978; 509:78-89. [PMID: 148294 DOI: 10.1016/0005-2736(78)90009-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Dynamic light scattering studies have been conducted on the delipidated and detergent-removed (Ca2+ + Mg2+)-ATPase protein assemblies. Specific characterization of the state of aggregation and the extent of conformation change upon delipidation and detergent removal has been made. The results show that the prominent species are dimers and tetramers of very globular nature, with axial ratios of less than 2 : 1. The hydrodynamic radii of the dimers and the tetramers are, respectively, 57.5 A and 74.5 A. The globular nature of these observed entities differ from the delipidated ATPase proteins recently obtained (LeMaire, M., Jorgensen, K.E., Roigaard-Petersen, H. and Moller, J.V. (1976) Biochemistry 15, 5805--5812. Present results suggest that upon the removal of detergents from the lipid-free ATPase protein assembly, only a rather limited degree of aggregation takes place. Such a condition is consistent with models of the membrane protein system which has limited regions of hydrophobic contact. Oligomeric assemblies with aqueous channels is a possible active Ca2+ transport model consistent with results of the present data, as well as the data from several other recent studies.
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Schurr JM. Dynamic light scattering of biopolymers and biocolloids. CRC CRITICAL REVIEWS IN BIOCHEMISTRY 1977; 4:371-431. [PMID: 336278 DOI: 10.3109/10409237709105461] [Citation(s) in RCA: 102] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Widespread applications of dynamic light scattering techniques to the study of macromolecular Brownian motion have yielded not only a valuable store of factual information concerning solution conformations and conformational changes, but have also provided an important window through which to view the dynamics of internal modes of motion. These techniques have coincided with a resurgence of interest in the solution physical chemistry of macromolecules, including hydrodynamic properties, and the profound effect of intermolecular interactions on both the disposition and dynamics of macromolecules in solution.
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Olson T, Fournier MJ, Langley KH, Ford NC. Detection of a major conformational change in transfer ribonucleic acid by laser light scattering. J Mol Biol 1976; 102:193-203. [PMID: 775102 DOI: 10.1016/s0022-2836(76)80048-4] [Citation(s) in RCA: 56] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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19
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Gabler R, Ford NC, Westhead EW. Conformational changes of glyceraldehyde-3-phosphate dehydrogenase observed using laser light-scattering spectroscopy. Biophys J 1975; 15:747-51. [PMID: 1170902 PMCID: PMC1334777 DOI: 10.1016/s0006-3495(75)85851-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
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