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Martínez V, Ruiz-Díaz E, Cardozo D, Cappo C, Schaerer CE, Cebrián J, Krimer DB, Fernández-Nestosa MJ. New Insights into the Geometry and Topology of DNA Replication Intermediates. BIOLOGY 2025; 14:478. [PMID: 40427666 PMCID: PMC12109278 DOI: 10.3390/biology14050478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/01/2025] [Revised: 04/14/2025] [Accepted: 04/14/2025] [Indexed: 05/29/2025]
Abstract
The regulation of superhelical stress, mediated by the combined action of topoisomerases and fork rotation, is crucial for DNA replication. The conformational changes during DNA replication are still experimentally challenging, mainly due to the rapid kinetics of the replication process. Here, we present the first molecular dynamics simulations of partially replicated circular DNA molecules, with stalled replication forks at both early and late stages of DNA replication. These simulations allowed us to map the distribution of superhelical stress after deproteinization. We propose a five-component model that determines the linking number difference of replication intermediates. At a thermodynamic equilibrium, the contribution of these five components was correlated to the progress of the replication forks. Additionally, we identified four types of segment collision events in replication intermediates, characterized by their geometric properties, including chirality and topological sign. The distribution of these collision events between the early and late stages of DNA replication provides new insights into the coordinated function of topoisomerases, warranting further discussion.
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Affiliation(s)
- Victor Martínez
- Bioinformatic Laboratory, Polytechnic School, National University of Asuncion, San Lorenzo 2111, Paraguay
| | - Edith Ruiz-Díaz
- Bioinformatic Laboratory, Polytechnic School, National University of Asuncion, San Lorenzo 2111, Paraguay
| | - Delia Cardozo
- Bioinformatic Laboratory, Polytechnic School, National University of Asuncion, San Lorenzo 2111, Paraguay
| | - Cristian Cappo
- The Technological Research and Development Nucleus, Polytechnic School, National University of Asuncion, San Lorenzo 2111, Paraguay
| | - Christian E. Schaerer
- The Technological Research and Development Nucleus, Polytechnic School, National University of Asuncion, San Lorenzo 2111, Paraguay
| | - Jorge Cebrián
- Department of Biomedicine, Center for Biological Research Margarita Salas, Spanish National Research Council, 28040 Madrid, Spain
| | - Dora B. Krimer
- Department of Biomedicine, Center for Biological Research Margarita Salas, Spanish National Research Council, 28040 Madrid, Spain
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2
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Khandan V, Chiechi RC, Verpoorte E, Mathwig K. Suppressing parasitic flow in membraneless diffusion-based microfluidic gradient generators. LAB ON A CHIP 2025; 25:1875-1887. [PMID: 40052553 DOI: 10.1039/d4lc00956h] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/26/2025]
Abstract
Diffusion-based microfluidic gradient generators (DMGGs) are essential for various in vitro studies due to their ability to provide a convection-free concentration gradient. However, these systems, often referred to as membrane-based DMGGs, exhibit delayed gradient formation due to the incorporated flow-resistant membrane. This limitation substantially hinders their application in dynamic and time-sensitive studies. Here, we accelerate the gradient response in DMGGs by removing the membrane and implementing new geometrical configurations to compensate for the membrane's role in suppressing parasitic flows. We introduce these novel configurations into two microfluidic designs: the H-junction and the Y-junction. In the H-junction design, parasitic flow is redirected through a bypass channel following the gradient region. The Y-junction design features a shared discharge channel that allows converging discharge flow streams, preventing the buildup of parasitic pressure downstream of the gradient region. Using hydraulic circuit analysis and fluid dynamics simulations, we demonstrate the effectiveness of the H-junction and Y-junction designs in suppressing parasitic pressure flows. These computational results, supported by experimental data from particle image velocimetry, confirm the capability of our designs to generate a highly stable, accurate, and convection-free gradient with rapid formation. These advantages make the H-junction and Y-junction designs ideal experimental platforms for a wide range of in vitro studies, including drug testing, cell chemotaxis, and stem cell differentiation.
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Affiliation(s)
- Vahid Khandan
- University of Groningen, Groningen Research Institute of Pharmacy, Pharmaceutical Analysis, 9700 AD Groningen, The Netherlands
| | - Ryan C Chiechi
- Stratingh Institute for Chemistry and Zernike Institute for Advanced Materials, University of Groningen, Nijenborgh 4, 9747 AG Groningen, The Netherlands
- Department of Chemistry & Organic and Carbon Electronics Laboratory, North Carolina State University, Raleigh, NC, 27695, USA
| | - Elisabeth Verpoorte
- University of Groningen, Groningen Research Institute of Pharmacy, Pharmaceutical Analysis, 9700 AD Groningen, The Netherlands
| | - Klaus Mathwig
- University of Groningen, Groningen Research Institute of Pharmacy, Pharmaceutical Analysis, 9700 AD Groningen, The Netherlands
- imec within OnePlanet Research Center, Bronland 10, 6708 WH Wageningen, The Netherlands.
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3
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Gritti F. Retention mechanism in slalom chromatography: Perspectives on the characterization of large DNA and RNA biopolymers in cell and gene therapy. J Chromatogr A 2025; 1743:465691. [PMID: 39874743 DOI: 10.1016/j.chroma.2025.465691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2024] [Revised: 01/13/2025] [Accepted: 01/16/2025] [Indexed: 01/30/2025]
Abstract
Significant progress has been made in the last two decades in producing small (<2μm), high-purity, and low-adsorption particles, columns and system hardware, for ultra-high pressure liquid chromatography (UHPLC). Simultaneously, the recent rapid expansion of cell and gene therapies for treating diseases necessitates novel analytical technologies for analyzing large (>2 kbp) plasmid double-stranded (ds) DNA (which encodes for the in vitro transcription (IVT) of single-stranded (ss) mRNA therapeutics) and dsRNAs (related to IVT production impurities) biopolymers. In this context, slalom chromatography (SC), a retention mode co-discovered in 1988, is being revitalized using the most advanced column technologies for improved determination of the critical quality attributes (CQAs) of such new therapeutics. In this review, we first recall non-exhaustively the main currently available analytical techniques (enzyme-linked immunosorbent assay (ELISA), agarose gel electrophoresis (AGE), pulse field gel electrophoresis (PFGE), capillary gel electrophoresis (CGE), mass photometry (MP), anion-exchange chromatography (AEX), ion-pairing reversed-phase liquid chromatography (IP-RPLC), hydrophobic interaction chromatography (HIC), size-exclusion chromatography (SEC), hydrodynamic chromatography (HDC), highly converging flow ultra-filtration (HCF-UF), asymmetrical flow field-flow fractionation (AF4), mass spectrometry (MS), and atomic force microscopy (AFM)) for analyzing mixtures containing large nucleic acid biopolymers, while assessing their strengths and weaknesses. We then focus comprehensively on the SC technique, report on its past applications since its birth, and review in detail the history and evolution of the proposed retention mechanisms accounting for the observations made in SC. This includes and emphasizes the latest physico-chemical insights (shear rates in packed HPLC columns, entropic elasticity and relaxation of dsDNA, dsRNA, and mRNA biopolymers) governing the retention behavior of such biopolymers in SC. Finally, based on the recent advancements in understanding the fundamentals of retention in SC, we provide some perspectives and recent proof-of-concept for the analytical characterization by SC of large dsDNAs (plasmid digests, polymerase chain reaction (PCR) verification), the separation of supercoiled/circular and linear dsDNAs (plasmid linearization), the isolation and quantification of large dsRNAs impurities present in mRNA samples produced by IVT, and the differentiation between dsRNA conformers.
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Affiliation(s)
- Fabrice Gritti
- Waters Corporation, Instrument/Core Research/Fundamental, Milford, MA, 01757, USA.
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4
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Safi Samghabadi F, Marfai J, Cueva C, Aporvari M, Neill P, Chabi M, Robertson-Anderson RM, Conrad JC. Phage probes couple to DNA relaxation dynamics to reveal universal behavior across scales and regimes. SOFT MATTER 2025; 21:935-947. [PMID: 39803932 PMCID: PMC11955148 DOI: 10.1039/d4sm01150c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/30/2025]
Abstract
Microrheology has become an indispensable tool for measuring the dynamics of macromolecular systems. Yet, its ability to characterize polymer dynamics across spatiotemporal scales, which vary among polymers and concentration regimes, is limited by the selection of probe morphologies and sizes. Here, we introduce semiflexible M13 phage as a powerful microrheological probe able to circumvent these constraints to robustly capture the dynamics of polymeric solutions across decades of concentrations, sizes, and ionic conditions. We show that phage mobility directly couples to the relaxation dynamics of DNA solutions spanning from semidilute to entangled regimes with ionic strengths varying by four orders of magnitude. Phage mobility metrics across a broad range of timescales collapse onto universal master curves that are unexpectedly insensitive to ionic strength and exhibit robust crossovers from semidilute to entangled regime scaling, not captured by current theoretical models. Our results open the door to the use of phage probes to elucidate the complex dynamics of systems exhibiting a spectrum of thermal and active relaxation processes.
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Affiliation(s)
- Farshad Safi Samghabadi
- Department of Chemical & Biomolecular Engineering, University of Houston, Houston, TX 77204, USA.
| | - Juexin Marfai
- Department of Physics and Biophysics, University of San Diego, San Diego, CA 92110, USA.
| | - Camyla Cueva
- Department of Physics and Biophysics, University of San Diego, San Diego, CA 92110, USA.
| | - Mehdi Aporvari
- Department of Physics and Biophysics, University of San Diego, San Diego, CA 92110, USA.
| | - Philip Neill
- Department of Physics and Biophysics, University of San Diego, San Diego, CA 92110, USA.
| | - Maede Chabi
- Department of Biomedical Engineering, University of Houston, Houston, TX 77204, USA
| | | | - Jacinta C Conrad
- Department of Chemical & Biomolecular Engineering, University of Houston, Houston, TX 77204, USA.
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5
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McCluskey AR, Coles SW, Morgan BJ. Accurate Estimation of Diffusion Coefficients and their Uncertainties from Computer Simulation. J Chem Theory Comput 2025; 21:79-87. [PMID: 39807535 PMCID: PMC11736684 DOI: 10.1021/acs.jctc.4c01249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2024] [Revised: 12/02/2024] [Accepted: 12/03/2024] [Indexed: 01/16/2025]
Abstract
Self-diffusion coefficients, D*, are routinely estimated from molecular dynamics simulations by fitting a linear model to the observed mean squared displacements (MSDs) of mobile species. MSDs derived from simulations exhibit statistical noise that causes uncertainty in the resulting estimate of D*. An optimal scheme for estimating D* minimizes this uncertainty, i.e., it will have high statistical efficiency, and also gives an accurate estimate of the uncertainty itself. We present a scheme for estimating D* from a single simulation trajectory with a high statistical efficiency and accurately estimating the uncertainty in the predicted value. The statistical distribution of MSDs observable from a given simulation is modeled as a multivariate normal distribution using an analytical covariance matrix for an equivalent system of freely diffusing particles, which we parametrize from the available simulation data. We use Bayesian regression to sample the distribution of linear models that are compatible with this multivariate normal distribution to obtain a statistically efficient estimate of D* and an accurate estimate of the associated statistical uncertainty.
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Affiliation(s)
- Andrew R. McCluskey
- Centre
for Computational Chemistry, School of Chemistry, University of Bristol, Cantock’s
Close, Bristol BS8 1TS, U.K.
- European
Spallation Source ERIC, Data Management and Software Centre, Asmussens Allé 305, DK-2800 Kongens Lyngby, Denmark
- Diamond
Light Source, Harwell Campus, Didcot OX11 0DE, U.K.
| | - Samuel W. Coles
- Department
of Chemistry, University of Bath, Claverton Down, Bath BA2
7AY, U.K.
- The
Faraday Institution, Quad One, Harwell
Science and Innovation Campus, Didcot OX11
0RA, U.K.
| | - Benjamin J. Morgan
- Department
of Chemistry, University of Bath, Claverton Down, Bath BA2
7AY, U.K.
- The
Faraday Institution, Quad One, Harwell
Science and Innovation Campus, Didcot OX11
0RA, U.K.
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6
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Peddireddy KR, McGorty R, Robertson-Anderson RM. Mapping deformation dynamics to composition of topologically-active DNA blends. SOFT MATTER 2024; 20:8909-8923. [PMID: 39492746 DOI: 10.1039/d4sm01065e] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/05/2024]
Abstract
Blends of circular and linear polymers have fascinated researchers for decades, and the role of topology on their stress response and dynamics remains fervently debated. While linear polymers adopt larger coil sizes and form stronger, more pervasive entanglements than their circular counterparts, threading of circular polymers by linear chains can introduce persistent constraints that dramatically decrease mobility, leading to emergent rheological properties in blends. However, the complex interplay between topology-dependent polymer overlap and threading propensity, along with the large amounts of material required to sample many compositions, has limited the ability to experimentally map stress response to composition with high resolution. Moreover, the role of supercoiling on the response of circular-linear blends remains poorly understood. Here, we leverage in situ enzymatic topological conversion to map the deformation dynamics of DNA blends with over 70 fractions of linear, ring and supercoiled molecules that span the phase space of possible topological compositions. We use OpTiDDM (optical tweezers integrating differential dynamic microscopy) to map strain-induced deformation dynamics to composition, revealing that strain-coupling, quantified by superdiffusive dynamics that are aligned with the strain, is maximized for blends with comparable fractions of ring and linear polymers. Increasing the supercoiled fraction dramatically reduces strain-coupling, while converting rings to linear chains offers more modest coupling reduction. We demonstrate that these results are a direct consequence of the interplay between increasing polymer overlap and decreasing threading probability as circular molecules are converted to linear chains, with a careful balance achieved for blends with ample ring fractions but devoid of supercoiled molecules.
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Affiliation(s)
- Karthik R Peddireddy
- Department of Physics and Biophysics, University of San Diego, 5998 Alcala Park, San Diego, CA 92110, USA.
| | - Ryan McGorty
- Department of Physics and Biophysics, University of San Diego, 5998 Alcala Park, San Diego, CA 92110, USA.
| | - Rae M Robertson-Anderson
- Department of Physics and Biophysics, University of San Diego, 5998 Alcala Park, San Diego, CA 92110, USA.
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7
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Gritti F. Theoretical predictions to facilitate the method development in slalom chromatography for the separation of large DNA molecules. J Chromatogr A 2024; 1736:465379. [PMID: 39305540 DOI: 10.1016/j.chroma.2024.465379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Revised: 09/09/2024] [Accepted: 09/13/2024] [Indexed: 10/23/2024]
Abstract
Slalom chromatography (SC) re-emerged in 2024 due to the availability of low adsorption ultra-high pressure liquid chromatography (UHPLC) packed columns/instruments and large modalities being investigated in the context of cell and gene therapies. The physico-chemical principles of SC retention combined with hydrodynamic chromatography (HDC) exclusion have been recently reported. In SC, DNA macromolecules are retarded because: (1) they can be stretched to lengths comparable to the particle diameter, and (2) their elastic relaxation time is long enough to maintain them in non-equilibrium extended conformations under regular UHPLC shear flow conditions. Here, a quantitative HDC-SC retention model is consolidated. A general plate height model accounting for the band broadening of long DNA biopolymers along packed beds is also derived for supporting method development and predicting speed-resolution performance in SC. For illustration, the chromatographic speed-resolution properties in SC are predicted for the separation of specific critical pairs (4.0/4.5, 10/11, and 25/27 kbp) of linear dsDNA polymers. The calculations are performed for two available custom-made particle sizes, dp= 1.7 and 2.5μm, at a constant pressure of 10,000 psi. The predictions are directly validated from experimental data acquired using low adsorption MaxPeakTM 4.6 mm i.d. Columns packed with 1.7μm BEHTM 45 Å (15 cm long column) and 2.5μm BEH 125 Å (30 cm long column) Particles, and by injecting six linear dsDNAs (λ DNA-Hind III Digest). The LC system is very low dispersion ACQUITYTM UPLCTM I-class PLUS System, and the mobile phase is a 100 mM phosphate buffer at pH 8. Maximum resolution is always achieved when the average extended lengths of linear dsDNAs are equal to a critical length, which is proportional to the particle diameter and to the square root of the applied shear rate. Most advantageously, the experimental results reveal that the relaxation times of linear dsDNAs observed under shear flow conditions are two orders of magnitude shorter than those expected in the absence of flow: this enables the detection of the longest linear dsDNAs up to 25 kbp without irremediable loss in column performance. Finally, the retention-efficiency model elaborated in this work can be used to rapidly anticipate and develop methods (selection of particle size, column length, and operating pressure) for any targeted DNA and time-resolution constraints.
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Affiliation(s)
- Fabrice Gritti
- Waters Corporation, Core Research/Fundamental, Milford, MA, 01757, USA.
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8
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Peddireddy KR, McGorty R, Robertson-Anderson RM. Topological DNA blends exhibit resonant deformation fields and strain propagation dynamics tuned by steric constraints. Acta Biomater 2024:S1742-7061(24)00634-2. [PMID: 39481624 DOI: 10.1016/j.actbio.2024.10.042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Revised: 10/07/2024] [Accepted: 10/28/2024] [Indexed: 11/02/2024]
Abstract
Understanding how polymers deform in response to local stresses and strains, and how strains propagate from a local disturbance, are grand challenges in wide-ranging fields from materials manufacturing to cell mechanics. These dynamics are particularly complex for blends of polymers of distinct topologies, for which several different species-dependent mechanisms may contribute. Here, we use OpTiDDM (Optical Tweezers integrating Differential Dynamic Microscopy) to elucidate deformation fields and propagation dynamics of binary blends of linear, ring and supercoiled DNA of varying sizes. We reveal robust non-monotonic dependence of strain alignment and superdiffusive transport with strain rate. However, peak alignment and superdiffusivity are surprisingly decoupled, occurring at different strain rates resonant with the distinct relaxation rates of the different topologies. Despite this universal resonance, we find that strain propagation of ring-linear blends is dictated by entanglements while supercoiled-ring blends are governed by Rouse dynamics. Our results capture critical subtleties in propagation and deformation dynamics of topological blends, shedding new light on the governing physics and offering a route towards decoupled tuning of response features. We anticipate our approach to be broadly generalizable to mapping the deformation dynamics of polymer blends, with an eye towards bottom-up bespoke materials design. STATEMENT OF SIGNIFICANCE: In biology and in manufacturing, biomaterials are often subject to localized and spatially nonuniform strains and stresses. Yet, understanding the extent to which strains are absorbed, distributed, or propagated across different spatiotemporal scales remains a grand challenge. Here, we combine optical tweezers with differential dynamic microscopy to elucidate deformation fields and propagation dynamics of blends of linear, ring and supercoiled DNA, revealing robust non-monotonic trends and decoupling of strain alignment and superdiffusivity, and capturing critical subtleties in propagation and deformation dynamics. Our results, shedding important new physical insight to guide decoupled tuning of response features, may be leveraged to map the deformation dynamics of wide-ranging systems of biopolymers and other macromolecules, with an eye towards bottom-up bespoke biomaterials design.
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Affiliation(s)
- Karthik R Peddireddy
- Department of Physics and Biophysics, University of San Diego, 5998 Alcala Park, San Diego, CA 92110, United States
| | - Ryan McGorty
- Department of Physics and Biophysics, University of San Diego, 5998 Alcala Park, San Diego, CA 92110, United States
| | - Rae M Robertson-Anderson
- Department of Physics and Biophysics, University of San Diego, 5998 Alcala Park, San Diego, CA 92110, United States.
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9
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Yin B, Fang S, Wu B, Ma W, Zhou D, Yin Y, Tian R, He S, Huang JA, Xie W, Zhang XH, Wang Z, Wang D. Directly Characterizing the Capture Radius of Tethered Double-Stranded DNA by Single-Molecule Nanopipette Manipulation. ACS NANO 2024; 18:27962-27973. [PMID: 39264113 DOI: 10.1021/acsnano.4c05605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/13/2024]
Abstract
The tethered molecule exhibits characteristics of both free and fixed states, with the electrodynamics involved in its diffusion, electrophoresis, and stretching processes still not fully understood. We developed a Single-Molecule Manipulation, Identification, and Length Examination (SMILE) system by integrating piezoelectric devices with nanopipettes. This system enabled successful capture and stretching of tethered double-stranded DNA within the nanopore. Our research unveiled distinct capture (rcapture) and stretch radii (rstretch) surrounding the DNA's anchor point. Notably, consistent ratios of capture radius for DNA of varying lengths (2k, 4k, and 6k base pairs) were observed across different capturing voltages, approximately 1:1.4:1.83, showing a resemblance to their gyration radius ratios. However, the ratios of stretch radius are consistent to their contour length (L0), with the stretching ratio (rstretch/L0) increasing from 70 to 90% as the voltage rose from 100 to 1000 mV. Additionally, through numerical simulations, we identified the origin of capture and stretch radii, determined by the entropic elasticity-induced capture barrier and the electric field-dominant escape barrier. This research introduces an innovative methodology and outlines research perspectives for a comprehensive exploration of the conformational, electrical, and diffusion characteristics of tethered molecules.
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Affiliation(s)
- Bohua Yin
- International Research Centre for Nano Handling and Manufacturing of China, Changchun University of Science and Technology, Changchun 130022, Jilin, China
- Chongqing Key Laboratory of Multi-Scale Manufacturing Technology, Chongqing Institute of Green and Intelligent Technology, Chongqing 400714, China
| | - Shaoxi Fang
- Chongqing Key Laboratory of Multi-Scale Manufacturing Technology, Chongqing Institute of Green and Intelligent Technology, Chongqing 400714, China
| | - Bin Wu
- Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan 430072, Hubei, China
| | - Wenhao Ma
- Chongqing Key Laboratory of Multi-Scale Manufacturing Technology, Chongqing Institute of Green and Intelligent Technology, Chongqing 400714, China
| | - Daming Zhou
- Chongqing Key Laboratory of Multi-Scale Manufacturing Technology, Chongqing Institute of Green and Intelligent Technology, Chongqing 400714, China
| | - Yajie Yin
- Chongqing Key Laboratory of Multi-Scale Manufacturing Technology, Chongqing Institute of Green and Intelligent Technology, Chongqing 400714, China
| | - Rong Tian
- Chongqing Key Laboratory of Multi-Scale Manufacturing Technology, Chongqing Institute of Green and Intelligent Technology, Chongqing 400714, China
| | - Shixuan He
- Chongqing Key Laboratory of Multi-Scale Manufacturing Technology, Chongqing Institute of Green and Intelligent Technology, Chongqing 400714, China
| | - Jian-An Huang
- Faculty of Medicine, Faculty of Biochemistry and Molecular Medicine, University of Oulu, 90220 Oulu, Finland
| | - Wanyi Xie
- Chongqing Key Laboratory of Multi-Scale Manufacturing Technology, Chongqing Institute of Green and Intelligent Technology, Chongqing 400714, China
| | - Xing-Hua Zhang
- Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan 430072, Hubei, China
| | - Zuobin Wang
- International Research Centre for Nano Handling and Manufacturing of China, Changchun University of Science and Technology, Changchun 130022, Jilin, China
| | - Deqiang Wang
- International Research Centre for Nano Handling and Manufacturing of China, Changchun University of Science and Technology, Changchun 130022, Jilin, China
- Chongqing Key Laboratory of Multi-Scale Manufacturing Technology, Chongqing Institute of Green and Intelligent Technology, Chongqing 400714, China
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10
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de Jager M, Kolbeck PJ, Vanderlinden W, Lipfert J, Filion L. Exploring protein-mediated compaction of DNA by coarse-grained simulations and unsupervised learning. Biophys J 2024; 123:3231-3241. [PMID: 39044429 PMCID: PMC11427786 DOI: 10.1016/j.bpj.2024.07.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Revised: 06/18/2024] [Accepted: 07/18/2024] [Indexed: 07/25/2024] Open
Abstract
Protein-DNA interactions and protein-mediated DNA compaction play key roles in a range of biological processes. The length scales typically involved in DNA bending, bridging, looping, and compaction (≥1 kbp) are challenging to address experimentally or by all-atom molecular dynamics simulations, making coarse-grained simulations a natural approach. Here, we present a simple and generic coarse-grained model for DNA-protein and protein-protein interactions and investigate the role of the latter in the protein-induced compaction of DNA. Our approach models the DNA as a discrete worm-like chain. The proteins are treated in the grand canonical ensemble, and the protein-DNA binding strength is taken from experimental measurements. Protein-DNA interactions are modeled as an isotropic binding potential with an imposed binding valency without specific assumptions about the binding geometry. To systematically and quantitatively classify DNA-protein complexes, we present an unsupervised machine learning pipeline that receives a large set of structural order parameters as input, reduces the dimensionality via principal-component analysis, and groups the results using a Gaussian mixture model. We apply our method to recent data on the compaction of viral genome-length DNA by HIV integrase and find that protein-protein interactions are critical to the formation of looped intermediate structures seen experimentally. Our methodology is broadly applicable to DNA-binding proteins and protein-induced DNA compaction and provides a systematic and semi-quantitative approach for analyzing their mesoscale complexes.
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Affiliation(s)
- Marjolein de Jager
- Soft Condensed Matter and Biophysics, Debye Institute for Nanomaterials Science, Utrecht University, Utrecht, the Netherlands.
| | - Pauline J Kolbeck
- Soft Condensed Matter and Biophysics, Debye Institute for Nanomaterials Science, Utrecht University, Utrecht, the Netherlands; Department of Physics and Center for NanoScience, LMU, Munich, Germany
| | - Willem Vanderlinden
- Soft Condensed Matter and Biophysics, Debye Institute for Nanomaterials Science, Utrecht University, Utrecht, the Netherlands; Department of Physics and Center for NanoScience, LMU, Munich, Germany; School of Physics and Astronomy, University of Edinburgh, Scotland, United Kingdom
| | - Jan Lipfert
- Soft Condensed Matter and Biophysics, Debye Institute for Nanomaterials Science, Utrecht University, Utrecht, the Netherlands; Department of Physics and Center for NanoScience, LMU, Munich, Germany
| | - Laura Filion
- Soft Condensed Matter and Biophysics, Debye Institute for Nanomaterials Science, Utrecht University, Utrecht, the Netherlands
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11
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Gritti F, Wyndham K. Retention mechanism in combined hydrodynamic and slalom chromatography for analyzing large nucleic acid biopolymers relevant to cell and gene therapies. J Chromatogr A 2024; 1730:465075. [PMID: 38909519 DOI: 10.1016/j.chroma.2024.465075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 06/07/2024] [Accepted: 06/10/2024] [Indexed: 06/25/2024]
Abstract
Slalom chromatography (SC) was discovered in 1988 for analyzing double-stranded (ds) DNA. However, its progress was impeded by practical issues such as low-purity particles, sample loss, and lack of a clear retention mechanism. With the rise of cell and gene therapies and the availability today of bio-inert ultra-high-pressure liquid chromatography (UHPLC) columns and systems, SC has regained interest. In SC, the elution order is opposite to that observed in hydrodynamic chromatography (HDC): larger DNA molecules are more retained than small ones. Yet, the underlying SC retention mechanism remains elusive. We provide the physicochemical background necessary to explain, at a microscopic scale, the full transition from a HDC to a SC retention mechanism. This includes the persistence length of the DNA macromolecule (representing DNA stiffness), their relaxation time (τR) from the non-equilibrium contour length to the equilibrium entropic configuration, and the relationship between the mobile phase shear rate (〈γ̇〉) in packed columns and the DNA extended length. We propose a relevant retention model to account for the simultaneous impact of hydrodynamic chromatography (HDC) and SC on the retention factors of a series of large and linear dsDNAs (ranging from 2 to 48 kbp). SC data were acquired using bio-inert MaxPeakTM Columns packed with 1.7μm BEHTM 45 Å, 1.8μm BEH 125 Å, 2.4μm BEH 125 Å, 5.3μm BEH 125 Å, and 11.3μm BEH 125 Å Particles, an ACQUITYTM UPLCTM I-class PLUS System, and either 1 × PBS (pH 7.4) or 100 mM phosphate buffer (pH 8) as the mobile phase. SC is a non-equilibrium retention mode that is dominant when the Weissenberg number (Wi=〈γ̇〉τR) is much larger than 10 and the average extended length of DNA exceeds the particle diameter. HDC, on the other hand, is an equilibrium retention mode that dominates when Wi<1 (DNA chains remaining in their non-extended configuration). Maximum dsDNA resolution is observed in a mixed HDC-SC retention mode when the extended length of the DNA is approximately half the particle diameter. This work facilitates the development of methods for characterizing various plasmid DNA mixtures, containing linear, supercoiled, and relaxed circular dsDNAs which all have different degree of molecular stiffness.
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Affiliation(s)
- Fabrice Gritti
- Waters Corporation, Instrument/Core Research/Fundamental, Milford, MA, 01757, USA.
| | - Kevin Wyndham
- Waters Corporation, Instrument/Core Research/Fundamental, Milford, MA, 01757, USA
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12
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Wei X, Chen C, Popov AV, Bathe M, Hernandez R. Binding Site Programmable Self-Assembly of 3D Hierarchical DNA Origami Nanostructures. J Phys Chem A 2024; 128:4999-5008. [PMID: 38875485 DOI: 10.1021/acs.jpca.4c02603] [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: 06/16/2024]
Abstract
DNA nanotechnology has broad applications in biomedical drug delivery and programmable materials. Characterization of the self-assembly of DNA origami and quantum dots (QDs) is necessary for the development of new DNA-based nanostructures. We use computation and experiment to show that the self-assembly of 3D hierarchical nanostructures can be controlled by programming the binding site number and their positions on DNA origami. Using biotinylated pentagonal pyramid wireframe DNA origamis and streptavidin capped QDs, we demonstrate that DNA origami with 1 binding site at the outer vertex can assemble multimeric origamis with up to 6 DNA origamis on 1 QD, and DNA origami with 1 binding site at the inner center can only assemble monomeric and dimeric origamis. Meanwhile, the yield percentages of different multimeric origamis are controlled by the QD:DNA-origami stoichiometric mixing ratio. DNA origamis with 2 binding sites at the αγ positions (of the pentagon) make larger nanostructures than those with binding sites at the αβ positions. In general, increasing the number of binding sites leads to increases in the nanostructure size. At high DNA origami concentration, the QD number in each cluster becomes the limiting factor for the growth of nanostructures. We find that reducing the QD size can also affect the self-assembly because of the reduced access to the binding sites from more densely packed origamis.
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Affiliation(s)
- Xingfei Wei
- Department of Chemistry, Johns Hopkins University, Baltimore, Maryland 21218, United States
| | - Chi Chen
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
| | - Alexander V Popov
- Department of Chemistry, Johns Hopkins University, Baltimore, Maryland 21218, United States
| | - Mark Bathe
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
| | - Rigoberto Hernandez
- Department of Chemistry, Johns Hopkins University, Baltimore, Maryland 21218, United States
- Department of Chemical & Biomolecular Engineering, Johns Hopkins University, Baltimore, Maryland 21218, United States
- Department of Materials Science and Engineering, Johns Hopkins University, Baltimore, Maryland 21218, United States
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13
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Neill P, Crist N, McGorty R, Robertson-Anderson R. Enzymatic cleaving of entangled DNA rings drives scale-dependent rheological trajectories. SOFT MATTER 2024; 20:2750-2766. [PMID: 38440846 DOI: 10.1039/d3sm01641b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/06/2024]
Abstract
DNA, which naturally occurs in linear, ring, and supercoiled topologies, frequently undergoes enzyme-driven topological conversion and fragmentation in vivo, enabling it to perform a variety of functions within the cell. In vitro, highly concentrated DNA polymers form entanglements that yield viscoelastic properties dependent on the topologies and lengths of the DNA. Enzyme-driven alterations of DNA size and shape therefore offer a means of designing active materials with programmable viscoelastic properties. Here, we incorporate multi-site restriction endonucleases into dense DNA solutions to linearize and fragment circular DNA molecules. We pair optical tweezers microrheology with differential dynamic microscopy and single-molecule tracking to measure the linear and nonlinear viscoelastic response and transport properties of entangled DNA solutions over a wide range of spatiotemporal scales throughout the course of enzymatic digestion. We show that, at short timescales, relative to the relaxation timescales of the polymers, digestion of these 'topologically-active' fluids initially causes an increase in elasticity and relaxation times followed by a gradual decrease. Conversely, for long timescales, linear viscoelastic moduli exhibit signatures of increasing elasticity. DNA diffusion, likewise, becomes increasingly slowed, in direct opposition to the short-time behavior. We hypothesize that this scale-dependent rheology arises from the population of small DNA fragments, which increases as digestion proceeds, driving self-association of larger fragments via depletion interactions, giving rise to slow relaxation modes of clusters of entangled chains, interspersed among shorter unentangled fragments. While these slow modes likely dominate at long times, they are presumably frozen out in the short-time limit, which instead probes the faster relaxation modes of the unentangled population.
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Affiliation(s)
- Philip Neill
- Department of Physics and Biophysics, University of San Diego, San Diego, CA 92104, USA.
| | - Natalie Crist
- Department of Physics and Biophysics, University of San Diego, San Diego, CA 92104, USA.
| | - Ryan McGorty
- Department of Physics and Biophysics, University of San Diego, San Diego, CA 92104, USA.
| | - Rae Robertson-Anderson
- Department of Physics and Biophysics, University of San Diego, San Diego, CA 92104, USA.
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14
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Liu G, Guo L, Wang C, Liu J, Hu Z, Dahlke HE, Xie E, Zhao X, Huang G, Niu J, Fa K, Zhang C, Huo Z. Revealing the infiltration process and retention mechanisms of surface applied free DNA tracer through soil under flood irrigation. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 905:167378. [PMID: 37758151 DOI: 10.1016/j.scitotenv.2023.167378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 08/31/2023] [Accepted: 09/24/2023] [Indexed: 10/03/2023]
Abstract
It has been recently demonstrated that free DNA tracers have the potential in tracing water flow and contaminant transport through the vadose zone. However, whether the free DNA tracer can be used in flood irrigation area to track water flow and solute/contaminant transport is still unclear. To reveal the infiltration process and retention mechanisms of surface applied free DNA tracer through soil under flood irrigation, we tested the fate and transport behavior of surface applied free DNA tracers through packed saturated sandy soil columns with a 10 cm water head mimicking flood irrigation. From the experimental breakthrough curves and by fitting a two-site kinetic sorption model (R2 = 0.83-0.91 and NSE = 0.79-0.89), adsorption/desorption rates could be obtained and tracer retention profiles could be simulated. Together these results revealed that 1) the adsorption of free DNA was dominantly to clay particles in the soil, which took up 1.96 % by volume, but took up >97.5 % by surface area and densely cover the surface of sand particles; and 2) at a pore water pH of 8.0, excluding the 4.9 % passing through and 3.1 % degradation amount, the main retention mechanisms in the experimental soil were ligand exchange (42.0 %), Van der Waals interactions (mainly hydrogen bonds), electrostatic forces and straining (together 44.7 %), and cation bridge (5.3 %). To our knowledge, this study is the first to quantify the contribution of each of the main retention mechanisms of free synthetic DNA tracers passing through soil. Our findings could facilitate the application of free DNA tracer to trace vadose zone water flow and solute/contaminant transport under flood irrigation and other infiltration conditions.
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Affiliation(s)
- Geng Liu
- College of Water Resources and Civil Engineering, China Agricultural University, Beijing 100083, China
| | - Linxi Guo
- College of Water Resources and Civil Engineering, China Agricultural University, Beijing 100083, China
| | - Chaozi Wang
- College of Water Resources and Civil Engineering, China Agricultural University, Beijing 100083, China.
| | - Jiarong Liu
- College of Water Resources and Civil Engineering, China Agricultural University, Beijing 100083, China
| | - Zengjie Hu
- College of Water Resources and Civil Engineering, China Agricultural University, Beijing 100083, China
| | - Helen E Dahlke
- Department of Land, Air, and Water Resources, University of California, Davis, Davis, CA 95616, USA
| | - En Xie
- College of Water Resources and Civil Engineering, China Agricultural University, Beijing 100083, China
| | - Xiao Zhao
- College of Water Resources and Civil Engineering, China Agricultural University, Beijing 100083, China
| | - Guanhua Huang
- College of Water Resources and Civil Engineering, China Agricultural University, Beijing 100083, China
| | - Jun Niu
- College of Water Resources and Civil Engineering, China Agricultural University, Beijing 100083, China
| | - Keyu Fa
- College of Water Resources and Civil Engineering, China Agricultural University, Beijing 100083, China
| | - Chenglong Zhang
- College of Water Resources and Civil Engineering, China Agricultural University, Beijing 100083, China
| | - Zailin Huo
- College of Water Resources and Civil Engineering, China Agricultural University, Beijing 100083, China
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15
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Kralj Š, Kodermac ŠM, Bergoč I, Kostelec T, Podgornik A, Štrancar A, Černigoj U. Effect of plasmid DNA isoforms on preparative anion exchange chromatography. Electrophoresis 2023; 44:1953-1966. [PMID: 37271857 DOI: 10.1002/elps.202300035] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 05/08/2023] [Accepted: 05/23/2023] [Indexed: 06/06/2023]
Abstract
Increased need for plasmid DNA (pDNA) with sizes above 10 kbp (large pDNA) in gene therapy and vaccination brings the need for its large-scale production with high purity. Chromatographic purification of large pDNA is often challenging due to low process yields and column clogging, especially using anion-exchanging columns. The goal of our investigation was to evaluate the mass balance and pDNA isoform composition at column outlet for plasmids of different sizes in combination with weak anion exchange (AEX) monolith columns of varying channel size (2, 3 and 6 µm channel size). We have proven that open circular pDNA (OC pDNA) isoform is an important driver of reduced chromatographic performance in AEX chromatography. The main reason for the behaviour is the entrapment of OC pDNA in chromatographic supports with smaller channel sizes. Entrapment of individual isoforms was characterised for porous beads and convective monolithic columns. Convective entrapment of OC pDNA isoform was confirmed on both types of stationary phases. Porous beads in addition showed a reduced recovery of supercoiled pDNA (on an 11.6 kbp plasmid) caused by diffusional entrapment within the porous structure. Use of convective AEX monoliths or membranes with channel diameter >3.5 µm has been shown to increase yields and prevent irreversible pressure build-up and column clogging during purification of plasmids at least up to 16 kbp in size.
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Affiliation(s)
- Špela Kralj
- Sartorius BIA Separations d.o.o., Ajdovščina, Slovenia
| | | | - Ines Bergoč
- Sartorius BIA Separations d.o.o., Ajdovščina, Slovenia
| | | | - Aleš Podgornik
- Department of Chemical Engineering and Technical Safety, Faculty of Chemistry and Chemical Technology, University of Ljubljana, Ljubljana, Slovenia
- COBIK, Ajdovščina, Slovenia
| | - Aleš Štrancar
- Sartorius BIA Separations d.o.o., Ajdovščina, Slovenia
| | - Urh Černigoj
- Sartorius BIA Separations d.o.o., Ajdovščina, Slovenia
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16
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Marfai J, McGorty RJ, Robertson-Anderson RM. Cooperative Rheological State-Switching of Enzymatically-Driven Composites of Circular DNA And Dextran. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2023; 35:e2305824. [PMID: 37500570 DOI: 10.1002/adma.202305824] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 07/17/2023] [Indexed: 07/29/2023]
Abstract
Polymer topology, which plays a principal role in the rheology of polymeric fluids, and non-equilibrium materials, which exhibit time-varying rheological properties, are topics of intense investigation. Here, composites of circular DNA and dextran are pushed out-of-equilibrium via enzymatic digestion of DNA rings to linear fragments. These time-resolved rheology measurements reveal discrete state-switching, with composites undergoing abrupt transitions between dissipative and elastic-like states. The gating time and lifetime of the elastic-like states, and the magnitude and sharpness of the transitions, are surprisingly decorrelated from digestion rates and non-monotonically depend on the DNA fraction. These results are modeled using sigmoidal two-state functions to show that bulk state-switching can arise from continuous molecular-level activity due to the necessity for cooperative percolation of entanglements to support macroscopic stresses. This platform, coupling the tunability of topological composites with the power of enzymatic reactions, may be leveraged for diverse material applications from wound-healing to self-repairing infrastructure.
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Affiliation(s)
- Juexin Marfai
- Department of Physics and Biophysics, University of San Diego, San Diego, CA, 92110, USA
| | - Ryan J McGorty
- Department of Physics and Biophysics, University of San Diego, San Diego, CA, 92110, USA
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17
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Micheloni M, Petrolli L, Lattanzi G, Potestio R. Kinetics of radiation-induced DNA double-strand breaks through coarse-grained simulations. Biophys J 2023; 122:3314-3322. [PMID: 37455429 PMCID: PMC10465705 DOI: 10.1016/j.bpj.2023.07.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 01/16/2023] [Accepted: 07/12/2023] [Indexed: 07/18/2023] Open
Abstract
Double-strand breaks (DSBs), i.e., the covalent cut of the DNA backbone over both strands, are a detrimental outcome of cell irradiation, bearing chromosomal aberrations and leading to cell apoptosis. In the early stages of the evolution of a DSB, the disruption of the residual interactions between the DNA moieties drives the fracture of the helical layout; in spite of its biological significance, the details of this process are still largely uncertain. Here, we address the mechanical rupture of DNA by DSBs via coarse-grained molecular dynamics simulations: the setup involves a 3855-bp DNA filament and diverse DSB motifs, i.e., within a range of distances between strand breaks (or DSB distance). By employing a coarse-grained model of DNA, we access the molecular details and characteristic timescales of the rupturing process. A sequence-nonspecific, linear correlation is observed between the DSB distance and the internal energy contribution to the disruption of the residual (Watson-Crick and stacking) contacts between DNA moieties, which is seemingly driven by an abrupt, cooperative process. Moreover, we infer an exponential dependence of the characteristic rupture times on the DSB distances, which we associate to an Arrhenius-like law of thermally-activated processes. This work lays the foundations of a detailed, mechanistic assessment of DSBs in silico as a benchmark to both numerical simulations and data from single-molecule experiments.
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Affiliation(s)
- Manuel Micheloni
- Department of Physics, University of Trento, Trento, Italy; INFN-TIFPA, Trento Institute for Fundamental Physics and Applications, Trento, Italy
| | - Lorenzo Petrolli
- Department of Physics, University of Trento, Trento, Italy; INFN-TIFPA, Trento Institute for Fundamental Physics and Applications, Trento, Italy
| | - Gianluca Lattanzi
- Department of Physics, University of Trento, Trento, Italy; INFN-TIFPA, Trento Institute for Fundamental Physics and Applications, Trento, Italy
| | - Raffaello Potestio
- Department of Physics, University of Trento, Trento, Italy; INFN-TIFPA, Trento Institute for Fundamental Physics and Applications, Trento, Italy.
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18
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Ranasinghe M, Fogg JM, Catanese DJ, Zechiedrich L, Demeler B. Suitability of double-stranded DNA as a molecular standard for the validation of analytical ultracentrifugation instruments. EUROPEAN BIOPHYSICS JOURNAL : EBJ 2023; 52:267-280. [PMID: 37501021 PMCID: PMC10530205 DOI: 10.1007/s00249-023-01671-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 06/24/2023] [Accepted: 06/25/2023] [Indexed: 07/29/2023]
Abstract
To address the current lack of validated molecular standards for analytical ultracentrifugation (AUC), we investigated the suitability of double-stranded DNA molecules. We compared the hydrodynamic properties of linear and circular DNA as a function of temperature. Negatively supercoiled, nicked, and linearized 333 and 339 bp minicircles were studied. We quantified the hydrodynamic properties of these DNAs at five different temperatures, ranging from 4 to 37 °C. To enhance the precision of our measurements, each sample was globally fitted over triplicates and five rotor speeds. The exceptional stability of DNA allowed each sample to be sedimented repeatedly over the course of several months without aggregation or degradation, and with excellent reproducibility. The sedimentation and diffusion coefficients of linearized and nicked minicircle DNA demonstrated a highly homogeneous sample, and increased with temperature, indicating a decrease in friction. The sedimentation of linearized DNA was the slowest; supercoiled DNA sedimented the fastest. With increasing temperature, the supercoiled samples shifted to slower sedimentation, but sedimented faster than nicked minicircles. These results suggest that negatively supercoiled DNA becomes less compact at higher temperatures. The supercoiled minicircles, as purified from bacteria, displayed heterogeneity. Therefore, supercoiled DNA isolated from bacteria is unsuitable as a molecular standard. Linear and nicked samples are well suited as a molecular standard for AUC and have exceptional colloidal stability in an AUC cell. Even after sixty experiments at different speeds and temperatures, measured over the course of 4 months, all topological states of DNA remained colloidal, and their concentrations remained essentially unchanged.
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Affiliation(s)
- Maduni Ranasinghe
- Department of Chemistry and Biochemistry, University of Lethbridge, Lethbridge, AB, T1K3M4, Canada
| | - Jonathan M Fogg
- Department of Molecular Virology and Microbiology, Verna and Marrs McLean Department of Biochemistry and Molecular Biology, Department of Pharmacology and Chemical Biology, Baylor College of Medicine, One Baylor Plaza, Houston, TX, 77030, USA
| | - Daniel J Catanese
- Department of Biosciences, Rice University, 6100 Main St., Houston, TX, 77005, USA
| | - Lynn Zechiedrich
- Department of Molecular Virology and Microbiology, Verna and Marrs McLean Department of Biochemistry and Molecular Biology, Department of Pharmacology and Chemical Biology, Baylor College of Medicine, One Baylor Plaza, Houston, TX, 77030, USA
| | - Borries Demeler
- Department of Chemistry and Biochemistry, University of Lethbridge, Lethbridge, AB, T1K3M4, Canada.
- Department of Chemistry and Biochemistry, University of Montana, Missoula, MT, 59812, USA.
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19
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Verweij RW, Melio J, Chakraborty I, Kraft DJ. Brownian motion of flexibly linked colloidal rings. Phys Rev E 2023; 107:034602. [PMID: 37072967 DOI: 10.1103/physreve.107.034602] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Accepted: 01/04/2023] [Indexed: 04/20/2023]
Abstract
Ring, or cyclic, polymers have unique properties compared to linear polymers, due to their topologically closed structure that has no beginning or end. Experimental measurements on the conformation and diffusion of molecular ring polymers simultaneously are challenging due to their inherently small size. Here, we study an experimental model system for cyclic polymers, that consists of rings of flexibly linked micron-sized colloids with n=4-8 segments. We characterize the conformations of these flexible colloidal rings and find that they are freely jointed up to steric restrictions. We measure their diffusive behavior and compare it to hydrodynamic simulations. Interestingly, flexible colloidal rings have a larger translational and rotational diffusion coefficient compared to colloidal chains. In contrast to chains, their internal deformation mode shows slower fluctuations for n≲8 and saturates for higher values of n. We show that constraints stemming from the ring structure cause this decrease in flexibility for small n and infer the expected scaling of the flexibility as function of ring size. Our findings could have implications for the behavior of both synthetic and biological ring polymers, as well as for the dynamic modes of floppy colloidal materials.
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Affiliation(s)
- Ruben W Verweij
- Huygens-Kamerlingh Onnes Laboratory, Leiden University, P.O. Box 9504, 2300 RA Leiden, The Netherlands
| | - Julio Melio
- Huygens-Kamerlingh Onnes Laboratory, Leiden University, P.O. Box 9504, 2300 RA Leiden, The Netherlands
| | - Indrani Chakraborty
- Department of Physics, Birla Institute of Technology and Science, Pilani-K K Birla Goa Campus, Zuarinagar, Goa 403726, India
| | - Daniela J Kraft
- Huygens-Kamerlingh Onnes Laboratory, Leiden University, P.O. Box 9504, 2300 RA Leiden, The Netherlands
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20
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Chen D, Molnar K, Kim H, Helfer CA, Kaszas G, Puskas JE, Kornfield JA, McKenna GB. Linear Viscoelastic Properties of Putative Cyclic Polymers Synthesized by Reversible Radical Recombination Polymerization (R3P). Macromolecules 2023. [DOI: 10.1021/acs.macromol.2c00892] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Affiliation(s)
- Dongjie Chen
- Department of Chemical Engineering, Texas Tech University, Lubbock, Texas79409, United States
| | - Kristof Molnar
- Department of Food, Agricultural and Biological Engineering, The Ohio State University, Wooster, Ohio44691, United States
- Laboratory of Nanochemistry, Department of Biophysics and Radiation Biology, Semmelweis University, Budapest1089, Hungary
| | - Hojin Kim
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California91125, United States
| | - Carin A. Helfer
- Department of Food, Agricultural and Biological Engineering, The Ohio State University, Wooster, Ohio44691, United States
| | - Gabor Kaszas
- Department of Food, Agricultural and Biological Engineering, The Ohio State University, Wooster, Ohio44691, United States
| | - Judit E. Puskas
- Department of Food, Agricultural and Biological Engineering, The Ohio State University, Wooster, Ohio44691, United States
| | - Julia A. Kornfield
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, California91125, United States
| | - Gregory B. McKenna
- Department of Chemical Engineering, Texas Tech University, Lubbock, Texas79409, United States
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, North Carolina27695, United States
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21
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Waszkiewicz R, Ranasinghe M, Fogg JM, Catanese DJ, Ekiel-Jeżewska ML, Lisicki M, Demeler B, Zechiedrich L, Szymczak P. DNA supercoiling-induced shapes alter minicircle hydrodynamic properties. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.04.522747. [PMID: 36711572 PMCID: PMC9881935 DOI: 10.1101/2023.01.04.522747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
DNA in cells is organized in negatively supercoiled loops. The resulting torsional and bending strain allows DNA to adopt a surprisingly wide variety of 3-D shapes. This interplay between negative supercoiling, looping, and shape influences how DNA is stored, replicated, transcribed, repaired, and likely every other aspect of DNA activity. To understand the consequences of negative supercoiling and curvature on the hydrodynamic properties of DNA, we submitted 336 bp and 672 bp DNA minicircles to analytical ultracentrifugation (AUC). We found that the diffusion coefficient, sedimentation coefficient, and the DNA hydrodynamic radius strongly depended on circularity, loop length, and degree of negative supercoiling. Because AUC cannot ascertain shape beyond degree of non-globularity, we applied linear elasticity theory to predict DNA shapes, and combined these with hydrodynamic calculations to interpret the AUC data, with reasonable agreement between theory and experiment. These complementary approaches, together with earlier electron cryotomography data, provide a framework for understanding and predicting the effects of supercoiling on the shape and hydrodynamic properties of DNA.
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Affiliation(s)
- Radost Waszkiewicz
- Institute of Theoretical Physics, Faculty of Physics, University of Warsaw, Pasteura 5, 02-093 Warsaw, Poland
| | - Maduni Ranasinghe
- University of Lethbridge, Dept. of Chemistry and Biochemistry, Alberta, T1K3M4, Canada
| | - Jonathan M. Fogg
- Department of Molecular Virology and Microbiology, Verna and Marrs McLean Department of Biochemistry and Molecular Biology, Department of Pharmacology and Chemical Biology, Baylor College of Medicine, One Baylor Plaza, Houston, TX 77030, USA
| | - Daniel J. Catanese
- Department of Biosciences, Rice University, 6100 Main St., Houston, TX 77005-1827, USA
| | - Maria L. Ekiel-Jeżewska
- Institute of Fundamental Technological Research, Polish Academy of Sciences, A. Pawińskiego 5B, 02-106 Warsaw, Poland,Co-contributing authors: MLE-J: , ML: , BD: , LZ: , PS:
| | - Maciej Lisicki
- Institute of Theoretical Physics, Faculty of Physics, University of Warsaw, Pasteura 5, 02-093 Warsaw, Poland,Co-contributing authors: MLE-J: , ML: , BD: , LZ: , PS:
| | - Borries Demeler
- University of Lethbridge, Dept. of Chemistry and Biochemistry, Alberta, T1K3M4, Canada,University of Montana, Dept. of Chemistry and Biochemistry, Missoula, MT 59812, USA,Co-contributing authors: MLE-J: , ML: , BD: , LZ: , PS:
| | - Lynn Zechiedrich
- Department of Molecular Virology and Microbiology, Verna and Marrs McLean Department of Biochemistry and Molecular Biology, Department of Pharmacology and Chemical Biology, Baylor College of Medicine, One Baylor Plaza, Houston, TX 77030, USA,Co-contributing authors: MLE-J: , ML: , BD: , LZ: , PS:
| | - Piotr Szymczak
- Institute of Theoretical Physics, Faculty of Physics, University of Warsaw, Pasteura 5, 02-093 Warsaw, Poland,Co-contributing authors: MLE-J: , ML: , BD: , LZ: , PS:
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22
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Crowding and confinement act in concert to slow DNA diffusion within cell-sized droplets. iScience 2022; 25:105122. [PMID: 36185357 PMCID: PMC9523355 DOI: 10.1016/j.isci.2022.105122] [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: 08/04/2022] [Revised: 08/27/2022] [Accepted: 09/08/2022] [Indexed: 11/20/2022] Open
Abstract
Dynamics of biological macromolecules, such as DNA, in crowded and confined environments are critical to understanding cellular processes such as transcription, infection, and replication. However, the combined effects of cellular confinement and crowding on macromolecular dynamics remain poorly understood. Here, we use differential dynamic microscopy to investigate the diffusion of large DNA molecules confined in cell-sized droplets and crowded by dextran polymers. We show that confined and crowded DNA molecules exhibit universal anomalous subdiffusion with scaling that is insensitive to the degree of confinement and crowding. However, effective DNA diffusion coefficients Deff decrease up to 2 orders of magnitude as droplet size decreases—an effect that is enhanced by increased crowding. We mathematically model the coupling of crowding and confinement by combining polymer scaling theories with confinement-induced depletion effects. The generality and tunability of our system and models render them applicable to elucidating wide-ranging crowded and confined systems. DNA diffusion measured in cell-sized droplets with differential dynamic microscopy Combination of crowding and confinement leads to subdiffusion and slowing Diffusion coefficients of DNA decrease strongly with decreasing droplet size Polymer scaling theories and depletion effects predict observed dynamics
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23
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Trojanowicz R, Vestri A, Rippa M, Zyss J, Matczyszyn K, Petti L. DNA Antiadhesive Layer for Reusable Plasmonic Sensors: Nanostructure Pitch Effect. ACS OMEGA 2022; 7:31682-31690. [PMID: 36120011 PMCID: PMC9475616 DOI: 10.1021/acsomega.2c01370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
A long-term reusable sensor that provides the opportunity to easily regenerate the active surface and minimize the occurrence of undesired absorption events is an appealing solution that helps to cut down the costs and improve the device performances. Impressive advances have been made in the past years concerning the development of novel cutting-edge sensors, but the reusability can currently represent a challenge. Direct shielding of the sensor surface is not always applicable, because it can impact the device performance. This study reports an antiadhesive layer (AAL) made of 90 mg/mL DNA sodium salt from salmon testes (ssstDNA) for passivating gold plasmonic sensor surfaces. Our gold two-dimensional (2D) nanostructured plasmonic metasurfaces modified with AAL were used for DNA quantification. AAL is thin enough that the plasmonic sensor remains sensitive to subsequent deposition of DNA, which serves as an analyte. AAL protects the gold surface from unwanted nonspecific adsorption by enabling wash-off of the deposited analyte after analysis and thus recovery of the LSPR peak position (rLSPR). The calibration curve obtained on a single nanostructure (Achiral Octupolar, 100 nm pitch) gave an LOD = 105 ng/mL and an extraordinary dynamic range, performances comparable or superior to those of commercial UV-vis spectrometers for acid nucleic dosage. Two different analytes were tested: ssstDNA (∼2000 bp) in deionized water and double-strand DNA (dsDNA) of 546-1614 bp in 100 mM Tris buffer and 10 mM MgCl2. The two nanostructures (Achiral Octupolar 25 and 100) were found to have the same sensitivity to DNA in deionized water but different sensitivity to DNA in a salt/buffer solution, opening a potential for solute discrimination. To the best of our knowledge, this is the first report on the use of AAL made of several kilobase-pairs-long dsDNA to produce a reusable plasmonic sensor. The working principle and limitations are drawn based on the LSPR and SERS study.
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Affiliation(s)
- Remigiusz
K. Trojanowicz
- Advanced
Materials Engineering and Modelling Group, Faculty of Chemistry, Wroclaw University of Science and Technology, 50-370 Wroclaw, Poland
| | - Ambra Vestri
- Institute
of Applied Sciences and Intelligent Systems “E. Caianiello”
of CNR, 80072 Pozzuoli, Italy
| | - Massimo Rippa
- Institute
of Applied Sciences and Intelligent Systems “E. Caianiello”
of CNR, 80072 Pozzuoli, Italy
| | - Joseph Zyss
- LUMIN
Laboratory and Institut d’Alembert, Ecole Normale Supérieure
Paris-Saclay, CNRS, Université Paris-Saclay, 4, avenue des Sciences, 91190 Gif-sur-Yvette, France
| | - Katarzyna Matczyszyn
- Advanced
Materials Engineering and Modelling Group, Faculty of Chemistry, Wroclaw University of Science and Technology, 50-370 Wroclaw, Poland
| | - Lucia Petti
- Institute
of Applied Sciences and Intelligent Systems “E. Caianiello”
of CNR, 80072 Pozzuoli, Italy
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24
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Peddireddy KR, Clairmont R, Neill P, McGorty R, Robertson-Anderson RM. Optical-Tweezers-integrating-Differential-Dynamic-Microscopy maps the spatiotemporal propagation of nonlinear strains in polymer blends and composites. Nat Commun 2022; 13:5180. [PMID: 36056012 PMCID: PMC9440072 DOI: 10.1038/s41467-022-32876-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Accepted: 08/15/2022] [Indexed: 11/08/2022] Open
Abstract
How local stresses propagate through polymeric fluids, and, more generally, how macromolecular dynamics give rise to viscoelasticity are open questions vital to wide-ranging scientific and industrial fields. Here, to unambiguously connect polymer dynamics to force response, and map the deformation fields that arise in macromolecular materials, we present Optical-Tweezers-integrating-Differential -Dynamic-Microscopy (OpTiDMM) that simultaneously imposes local strains, measures resistive forces, and analyzes the motion of the surrounding polymers. Our measurements with blends of ring and linear polymers (DNA) and their composites with stiff polymers (microtubules) uncover an unexpected resonant response, in which strain alignment, superdiffusivity, and elasticity are maximized when the strain rate is comparable to the entanglement rate. Microtubules suppress this resonance, while substantially increasing elastic storage, due to varying degrees to which the polymers buildup, stretch and flow along the strain path, and configurationally relax induced stress. More broadly, the rich multi-scale coupling of mechanics and dynamics afforded by OpTiDDM, empowers its interdisciplinary use to elucidate non-trivial phenomena that sculpt stress propagation dynamics-critical to commercial applications and cell mechanics alike.
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Affiliation(s)
- Karthik R Peddireddy
- Department of Physics and Biophysics, University of San Diego, San Diego, CA, 92110, USA
| | - Ryan Clairmont
- Department of Physics and Biophysics, University of San Diego, San Diego, CA, 92110, USA
| | - Philip Neill
- Department of Physics and Biophysics, University of San Diego, San Diego, CA, 92110, USA
| | - Ryan McGorty
- Department of Physics and Biophysics, University of San Diego, San Diego, CA, 92110, USA
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25
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Lee K, Murphy J, Tripathi A. Electro-DBS: A Simple Method to Rapidly Extract Genomic DNA from Dried Blood Spots. Anal Chem 2022; 94:13404-13412. [DOI: 10.1021/acs.analchem.2c02021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Kiara Lee
- Center for Biomedical Engineering, School of Engineering, Brown University, Providence, Rhode Island 02912 United States
- Brown University School of Public Health, Providence, Rhode Island 02912, United States
| | - John Murphy
- Brown BioMed Machine Shop, Division of Biology and Medicine, Brown University, Providence, Rhode Island 02912, United States
| | - Anubhav Tripathi
- Center for Biomedical Engineering, School of Engineering, Brown University, Providence, Rhode Island 02912 United States
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26
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Soranno A, Incicco JJ, De Bona P, Tomko EJ, Galburt EA, Holehouse AS, Galletto R. Shelterin Components Modulate Nucleic Acids Condensation and Phase Separation in the Context of Telomeric DNA. J Mol Biol 2022; 434:167685. [PMID: 35724929 PMCID: PMC9378516 DOI: 10.1016/j.jmb.2022.167685] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Revised: 05/26/2022] [Accepted: 06/10/2022] [Indexed: 01/13/2023]
Abstract
Telomeres are nucleoprotein complexes that protect the ends of chromosomes and are essential for chromosome stability in Eukaryotes. In cells, individual telomeres form distinct globules of finite size that appear to be smaller than expected for bare DNA. Moreover, telomeres can cluster together, form telomere-induced-foci or co-localize with promyelocytic leukemia (PML) nuclear bodies. The physical basis for collapse of individual telomeres and coalescence of multiple ones remains unclear, as does the relationship between these two phenomena. By combining single-molecule force spectroscopy measurements, optical microscopy, turbidity assays, and simulations, we show that the telomere scaffolding protein TRF2 can condense individual DNA chains and drives coalescence of multiple DNA molecules, leading to phase separation and the formation of liquid-like droplets. Addition of the TRF2 binding protein hRap1 modulates phase boundaries and tunes the specificity of solution demixing while simultaneously altering the degree of DNA compaction. Our results suggest that the condensation of single telomeres and formation of biomolecular condensates containing multiple telomeres are two different outcomes driven by the same set of molecular interactions. Moreover, binding partners, such as other telomere components, can alter those interactions to promote single-chain DNA compaction over multiple-chain phase separation.
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Affiliation(s)
- Andrea Soranno
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, MO 63110, United States; Center for Science & Engineering of Living Systems, Washington University in St. Louis, St. Louis, MO 63130, United States.
| | - J Jeremías Incicco
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, MO 63110, United States
| | - Paolo De Bona
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, MO 63110, United States
| | - Eric J Tomko
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, MO 63110, United States
| | - Eric A Galburt
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, MO 63110, United States
| | - Alex S Holehouse
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, MO 63110, United States; Center for Science & Engineering of Living Systems, Washington University in St. Louis, St. Louis, MO 63130, United States
| | - Roberto Galletto
- Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, MO 63110, United States.
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27
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Roy S, Sengupta S. The Effect of Environment on the Evolution and Proliferation of Protocells of Increasing Complexity. LIFE (BASEL, SWITZERLAND) 2022; 12:life12081227. [PMID: 36013406 PMCID: PMC9410160 DOI: 10.3390/life12081227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Revised: 08/01/2022] [Accepted: 08/10/2022] [Indexed: 11/16/2022]
Abstract
The formation, growth, division and proliferation of protocells containing RNA strands is an important step in ensuring the viability of a mixed RNA-lipid world. Experiments and computer simulations indicate that RNA encapsulated inside protocells can favor the protocell, promoting its growth while protecting the system from being over-run by selfish RNA sequences. Recent work has also shown that the rolling-circle replication mechanism can be harnessed to ensure the rapid growth of RNA strands and the probabilistic emergence and proliferation of protocells with functionally diverse ribozymes. Despite these advances in our understanding of a primordial RNA-lipid world, key questions remain about the ideal environment for the formation of protocells and its role in regulating the proliferation of functionally complex protocells. The hot spring hypothesis suggests that mineral-rich regions near hot springs, subject to dry-wet cycles, provide an ideal environment for the origin of primitive protocells. We develop a computational model to study protocellular evolution in such environments that are distinguished by the occurrence of three distinct phases, a wet phase, followed by a gel phase, and subsequently by a dry phase. We determine the conditions under which protocells containing multiple types of ribozymes can evolve and proliferate in such regions. We find that diffusion in the gel phase can inhibit the proliferation of complex protocells with the extent of inhibition being most significant when a small fraction of protocells is eliminated during environmental cycling. Our work clarifies how the environment can shape the evolution and proliferation of complex protocells.
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28
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Michieletto D, Neill P, Weir S, Evans D, Crist N, Martinez VA, Robertson-Anderson RM. Topological digestion drives time-varying rheology of entangled DNA fluids. Nat Commun 2022; 13:4389. [PMID: 35902575 PMCID: PMC9334285 DOI: 10.1038/s41467-022-31828-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Accepted: 07/04/2022] [Indexed: 11/17/2022] Open
Abstract
Understanding and controlling the rheology of polymeric complex fluids that are pushed out-of-equilibrium is a fundamental problem in both industry and biology. For example, to package, repair, and replicate DNA, cells use enzymes to constantly manipulate DNA topology, length, and structure. Inspired by this feat, here we engineer and study DNA-based complex fluids that undergo enzymatically-driven topological and architectural alterations via restriction endonuclease (RE) reactions. We show that these systems display time-dependent rheological properties that depend on the concentrations and properties of the comprising DNA and REs. Through time-resolved microrheology experiments and Brownian Dynamics simulations, we show that conversion of supercoiled to linear DNA topology leads to a monotonic increase in viscosity. On the other hand, the viscosity of entangled linear DNA undergoing fragmentation displays a universal decrease that we rationalise using living polymer theory. Finally, to showcase the tunability of these behaviours, we design a DNA fluid that exhibits a time-dependent increase, followed by a temporally-gated decrease, of its viscosity. Our results present a class of polymeric fluids that leverage naturally occurring enzymes to drive diverse time-varying rheology by performing architectural alterations to the constituents.
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Affiliation(s)
- D Michieletto
- School of Physics and Astronomy, University of Edinburgh, Peter Guthrie Road, Edinburgh, EH9 3FD, UK.
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, EH4 2XU, UK.
| | - P Neill
- Department of Physics and Biophysics, University of San Diego, 5998 Alcala Park, San Diego, CA, 92110, USA
| | - S Weir
- Department of Physics and Biophysics, University of San Diego, 5998 Alcala Park, San Diego, CA, 92110, USA
| | - D Evans
- School of Physics and Astronomy, University of Edinburgh, Peter Guthrie Road, Edinburgh, EH9 3FD, UK
| | - N Crist
- Department of Physics and Biophysics, University of San Diego, 5998 Alcala Park, San Diego, CA, 92110, USA
| | - V A Martinez
- School of Physics and Astronomy, University of Edinburgh, Peter Guthrie Road, Edinburgh, EH9 3FD, UK
| | - R M Robertson-Anderson
- Department of Physics and Biophysics, University of San Diego, 5998 Alcala Park, San Diego, CA, 92110, USA.
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29
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McKenna GB, Chen D, Mangalara SCH, Kong D, Banik S. Some open challenges in polymer physics*. POLYM ENG SCI 2022. [DOI: 10.1002/pen.25938] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Gregory B. McKenna
- Department of Chemical Engineering Texas Tech University Lubbock Texas USA
- Department of Chemical and Biomolecular Engineering North Carolina State University Raleigh North Carolina USA
| | - Dongjie Chen
- Department of Chemical Engineering Texas Tech University Lubbock Texas USA
| | | | - Dejie Kong
- Department of Chemical Engineering Texas Tech University Lubbock Texas USA
| | - Sourya Banik
- Department of Chemical Engineering Texas Tech University Lubbock Texas USA
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30
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Michieletto D, Fosado YAG, Melas E, Baiesi M, Tubiana L, Orlandini E. Dynamic and facilitated binding of topoisomerase accelerates topological relaxation. Nucleic Acids Res 2022; 50:4659-4668. [PMID: 35474478 PMCID: PMC9071436 DOI: 10.1093/nar/gkac260] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 03/28/2022] [Accepted: 04/21/2022] [Indexed: 12/24/2022] Open
Abstract
How type 2 Topoisomerase (TopoII) proteins relax and simplify the topology of DNA molecules is one of the most intriguing open questions in genome and DNA biophysics. Most of the existing models neglect the dynamics of TopoII which is expected of proteins searching their targets via facilitated diffusion. Here, we show that dynamic binding of TopoII speeds up the topological relaxation of knotted substrates by enhancing the search of the knotted arc. Intriguingly, this in turn implies that the timescale of topological relaxation is virtually independent of the substrate length. We then discover that considering binding biases due to facilitated diffusion on looped substrates steers the sampling of the topological space closer to the boundaries between different topoisomers yielding an optimally fast topological relaxation. We discuss our findings in the context of topological simplification in vitro and in vivo.
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Affiliation(s)
| | | | - Elias Melas
- School of Physics and Astronomy, University of Edinburgh, Peter Guthrie Tait Road, Edinburgh EH9 3FD, UK
| | - Marco Baiesi
- Department of Physics and Astronomy, University of Padova, Via Marzolo 8, I-35131 Padova, Italy,INFN, Sezione di Padova, Via Marzolo 8, I-35131 Padova, Italy
| | - Luca Tubiana
- Physics Department, University of Trento, via Sommarive 14, I-38123 Trento, Italy,INFN-TIFPA, Trento Institute for Fundamental Physics and Applications, I-38123 Trento, Italy,Faculty of Physics, University of Vienna, Boltzmanngasse 5, 1090 Vienna, Austria
| | - Enzo Orlandini
- Department of Physics and Astronomy, University of Padova, Via Marzolo 8, I-35131 Padova, Italy,INFN, Sezione di Padova, Via Marzolo 8, I-35131 Padova, Italy
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31
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Kong D, Banik S, San Francisco MJ, Lee M, Robertson Anderson RM, Schroeder CM, McKenna GB. Rheology of Entangled Solutions of Ring–Linear DNA Blends. Macromolecules 2022. [DOI: 10.1021/acs.macromol.1c01672] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Affiliation(s)
- Dejie Kong
- Department of Chemical Engineering, Texas Tech University, Lubbock, Texas 79409, United States
| | - Sourya Banik
- Department of Chemical Engineering, Texas Tech University, Lubbock, Texas 79409, United States
| | | | - Megan Lee
- Department of Physics and Biophysics, University of San Diego, San Diego, California 92110, United States
| | - Rae M. Robertson Anderson
- Department of Physics and Biophysics, University of San Diego, San Diego, California 92110, United States
| | - Charles M. Schroeder
- Department of Materials Science and Engineering and the Department of Chemical & Biomolecular Engineering, University of Illinois at Urbana−Champaign, Urbana, Illinois 61801, United States
| | - Gregory B. McKenna
- Department of Chemical Engineering, Texas Tech University, Lubbock, Texas 79409, United States
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, North Carolina 27695, United States
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32
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Pereiro I, Kartchenko AF, Lovchik RD, Kaigala GV. Simple add-on devices to enhance the efficacy of conventional surface immunoassays implemented on standard labware. Analyst 2022; 147:2040-2047. [DOI: 10.1039/d2an00214k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
We propose microfluidic add-ons easily placed on standard assay labware such as microwells and slides to enhance the kinetics of immunoassays. The devices are compatible with mass production, well-established assay protocols and automated platforms.
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Affiliation(s)
- Iago Pereiro
- IBM Research Europe – Zurich, Säumerstrasse 4, Rüschlikon, CH-8803, Switzerland
| | | | - Robert D. Lovchik
- IBM Research Europe – Zurich, Säumerstrasse 4, Rüschlikon, CH-8803, Switzerland
| | - Govind V. Kaigala
- IBM Research Europe – Zurich, Säumerstrasse 4, Rüschlikon, CH-8803, Switzerland
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33
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Molnar K, Kim H, Chen D, Helfer CA, Kaszas G, McKenna GB, Kornfield JA, Yuan C, Puskas JE. PolyDODT: a macrocyclic elastomer with unusual properties. Polym Chem 2022. [DOI: 10.1039/d1py01426a] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Reversible Radical Recombination Polymerization (R3P) using triethylamine (TEA), H2O2 and air is a scalable and green method for the synthesis of biodegradable polysulfides.
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Affiliation(s)
- Kristof Molnar
- The Ohio State University, College of Food, Agricultural, and Environmental Sciences, Department of Food, Agricultural and Biological Engineering, 220 FABE, 1680 Madison Avenue, Wooster, OH 44691, USA
| | - Hojin Kim
- California Institute of Technology, Division of Chemistry and Chemical Engineering, Pasadena, CA 91125, USA
| | - Dongjie Chen
- Texas Tech University, Department of Chemical Engineering, Lubbock, TX 79409-3121, USA
| | - Carin A. Helfer
- The Ohio State University, College of Food, Agricultural, and Environmental Sciences, Department of Food, Agricultural and Biological Engineering, 220 FABE, 1680 Madison Avenue, Wooster, OH 44691, USA
| | - Gabor Kaszas
- The Ohio State University, College of Food, Agricultural, and Environmental Sciences, Department of Food, Agricultural and Biological Engineering, 220 FABE, 1680 Madison Avenue, Wooster, OH 44691, USA
| | - Gregory B. McKenna
- Texas Tech University, Department of Chemical Engineering, Lubbock, TX 79409-3121, USA
- North Carolina State University, Department of Chemical and Biomolecular Engineering, Raleigh, NC 27695-7905, USA
| | - Julia A. Kornfield
- California Institute of Technology, Division of Chemistry and Chemical Engineering, Pasadena, CA 91125, USA
| | - Chunhua Yuan
- The Ohio State University, Campus Chemical Instrument Center, 496 W 12th Ave, Columbus, OH 43210, USA
| | - Judit E. Puskas
- The Ohio State University, College of Food, Agricultural, and Environmental Sciences, Department of Food, Agricultural and Biological Engineering, 220 FABE, 1680 Madison Avenue, Wooster, OH 44691, USA
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34
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Peddireddy KR, Michieletto D, Aguirre G, Garamella J, Khanal P, Robertson-Anderson RM. DNA Conformation Dictates Strength and Flocculation in DNA-Microtubule Composites. ACS Macro Lett 2021; 10:1540-1548. [PMID: 35549144 PMCID: PMC9239750 DOI: 10.1021/acsmacrolett.1c00638] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Polymer topology has been shown to play a key role in tuning the dynamics of complex fluids and gels. At the same time, polymer composites, ubiquitous in everyday life, have been shown to exhibit emergent desirable mechanical properties not attainable in single-species systems. Yet, how topology impacts the dynamics and structure of polymer composites remains poorly understood. Here, we create composites of rigid rods (microtubules) polymerized within entangled solutions of flexible linear and ring polymers (DNA) of equal length. We couple optical tweezers microrheology with confocal microscopy and scaled particle theory to show that composites with linear DNA exhibit a strongly nonmonotonic dependence of elasticity and stiffness on microtubule concentration due to depletion-driven polymerization and flocculation of microtubules. In contrast, composites containing ring DNA show a much more modest monotonic increase in elastic strength with microtubule concentration, which we demonstrate arises from the decreased conformational size and increased miscibility of rings.
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Affiliation(s)
- Karthik R Peddireddy
- Department of Physics and Biophysics, University of San Diego, 5998 Alcala Park, San Diego, California 92110, United States
| | - Davide Michieletto
- School of Physics and Astronomy, University of Edinburgh, Peter Guthrie Tait Road, Edinburgh, EH9 3FD, United Kingdom
- MRC Human Genetics Unit, Institute of Genetics and Molecular Medicine University of Edinburgh, Edinburgh EH4 2XU, United Kingdom
| | - Gina Aguirre
- Department of Physics and Biophysics, University of San Diego, 5998 Alcala Park, San Diego, California 92110, United States
| | - Jonathan Garamella
- Department of Physics and Biophysics, University of San Diego, 5998 Alcala Park, San Diego, California 92110, United States
| | - Pawan Khanal
- Department of Physics and Biophysics, University of San Diego, 5998 Alcala Park, San Diego, California 92110, United States
| | - Rae M Robertson-Anderson
- Department of Physics and Biophysics, University of San Diego, 5998 Alcala Park, San Diego, California 92110, United States
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35
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Walton CR, Shorttle O. Scum of the Earth: A Hypothesis for Prebiotic Multi-Compartmentalised Environments. Life (Basel) 2021; 11:life11090976. [PMID: 34575124 PMCID: PMC8472051 DOI: 10.3390/life11090976] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Revised: 09/04/2021] [Accepted: 09/14/2021] [Indexed: 11/18/2022] Open
Abstract
Compartmentalisation by bioenergetic membranes is a universal feature of life. The eventual compartmentalisation of prebiotic systems is therefore often argued to comprise a key step during the origin of life. Compartments may have been active participants in prebiotic chemistry, concentrating and spatially organising key reactants. However, most prebiotically plausible compartments are leaky or unstable, limiting their utility. Here, we develop a new hypothesis for an origin of life environment that capitalises upon, and mitigates the limitations of, prebiotic compartments: multi-compartmentalised layers in the near surface environment—a ’scum’. Scum-type environments benefit from many of the same ensemble-based advantages as microbial biofilms. In particular, scum layers mediate diffusion with the wider environments, favouring preservation and sharing of early informational molecules, along with the selective concentration of compatible prebiotic compounds. Biofilms are among the earliest traces imprinted by life in the rock record: we contend that prebiotic equivalents of these environments deserve future experimental investigation.
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Affiliation(s)
- Craig Robert Walton
- Department of Earth Sciences, University of Cambridge, Cambridge CB2 3EQ, UK
- Correspondence:
| | - Oliver Shorttle
- Department of Earth Sciences, University of Cambridge, Cambridge CB2 3EQ, UK
- Institute of Astronomy, University of Cambridge, Cambridge CB3 OHA, UK;
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36
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Pereiro I, Fomitcheva Khartchenko A, Lovchik RD, Kaigala GV. Advection-Enhanced Kinetics in Microtiter Plates for Improved Surface Assay Quantitation and Multiplexing Capabilities. Angew Chem Int Ed Engl 2021; 60:20935-20942. [PMID: 34296491 DOI: 10.1002/anie.202107424] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Indexed: 12/28/2022]
Abstract
Surface assays such as ELISA are pervasive in clinics and research and predominantly standardized in microtiter plates (MTP). MTPs provide many advantages but are often detrimental to surface assay efficiency due to inherent mass transport limitations. Microscale flows can overcome these and largely improve assay kinetics. However, the disruptive nature of microfluidics with existing labware and protocols has narrowed its transformative potential. We present WellProbe, a novel microfluidic concept compatible with MTPs. With it, we show that immunoassays become more sensitive at low concentrations (up to 9× signal improvement in 12× less time), richer in information with 3-4 different kinetic conditions, and can be used to estimate kinetic parameters, minimize washing steps and non-specific binding, and identify compromised results. We further multiplex single-well assays combining WellProbe's kinetic regions with tailored microarrays. Finally, we demonstrate our system in a context of immunoglobulin subclass evaluation, increasingly regarded as clinically relevant.
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Affiliation(s)
- Iago Pereiro
- IBM Research-Europe, Säumerstrasse 4, 8803, Rüschlikon, Switzerland
| | | | - Robert D Lovchik
- IBM Research-Europe, Säumerstrasse 4, 8803, Rüschlikon, Switzerland
| | - Govind V Kaigala
- IBM Research-Europe, Säumerstrasse 4, 8803, Rüschlikon, Switzerland
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37
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Pereiro I, Fomitcheva Khartchenko A, Lovchik RD, Kaigala GV. Advection‐Enhanced Kinetics in Microtiter Plates for Improved Surface Assay Quantitation and Multiplexing Capabilities. Angew Chem Int Ed Engl 2021. [DOI: 10.1002/ange.202107424] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Iago Pereiro
- IBM Research—Europe Säumerstrasse 4 8803 Rüschlikon Switzerland
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38
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Soh BW, Doyle PS. Equilibrium Conformation of Catenated DNA Networks in Slitlike Confinement. ACS Macro Lett 2021; 10:880-885. [PMID: 35549205 DOI: 10.1021/acsmacrolett.1c00299] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
A kinetoplast is a planar network of catenated DNA rings with topology that resembles that of chain mail armor. In this work, we use single-molecule experiments to probe the conformation of kinetoplasts confined to slits. We find that the in-plane size of kinetoplasts increases with degree of confinement, akin to the slitlike confinement of linear DNA. The change in kinetoplast size with channel height is consistent with the scaling prediction from a Flory-type approach for a 2D polymer. With an increase in extent of confinement, the kinetoplasts appear to unfold and take on more uniform circular shapes, in contrast to the broad range of conformations observed for kinetoplasts in bulk.
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Affiliation(s)
- Beatrice W. Soh
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
| | - Patrick S. Doyle
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
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39
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Hu Y, Zhu Y, Sutherland ND, Wilson DR, Pang M, Liu E, Staub JR, Berlinicke CA, Zack DJ, Green JJ, Reddy SK, Mao HQ. Size-Controlled and Shelf-Stable DNA Particles for Production of Lentiviral Vectors. NANO LETTERS 2021; 21:5697-5705. [PMID: 34228937 PMCID: PMC8283758 DOI: 10.1021/acs.nanolett.1c01421] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/10/2021] [Revised: 06/03/2021] [Indexed: 06/13/2023]
Abstract
Polyelectrolyte complex particles assembled from plasmid DNA (pDNA) and poly(ethylenimine) (PEI) have been widely used to produce lentiviral vectors (LVVs) for gene therapy. The current batch-mode preparation for pDNA/PEI particles presents limited reproducibility in large-scale LVV manufacturing processes, leading to challenges in tightly controlling particle stability, transfection outcomes, and LVV production yield. Here we identified the size of pDNA/PEI particles as a key determinant for a high transfection efficiency with an optimal size of 400-500 nm, due to a cellular-uptake-related mechanism. We developed a kinetics-based approach to assemble size-controlled and shelf-stable particles using preassembled nanoparticles as building blocks and demonstrated production scalability on a scale of at least 100 mL. The preservation of colloidal stability and transfection efficiency was benchmarked against particles generated using an industry standard protocol. This particle manufacturing method effectively streamlines the viral manufacturing process and improves the production quality and consistency.
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Affiliation(s)
- Yizong Hu
- Department
of Biomedical Engineering, Johns Hopkins
University School of Medicine, Baltimore, Maryland 21205, United States
- Translational
Tissue Engineering Center, Johns Hopkins
University School of Medicine Baltimore, Maryland 21205, United States
- Institute
for NanoBioTechnology, Johns Hopkins University, Baltimore, Maryland 21287, United States
| | - Yining Zhu
- Department
of Biomedical Engineering, Johns Hopkins
University School of Medicine, Baltimore, Maryland 21205, United States
- Translational
Tissue Engineering Center, Johns Hopkins
University School of Medicine Baltimore, Maryland 21205, United States
- Institute
for NanoBioTechnology, Johns Hopkins University, Baltimore, Maryland 21287, United States
| | | | - David R. Wilson
- Department
of Biomedical Engineering, Johns Hopkins
University School of Medicine, Baltimore, Maryland 21205, United States
- Translational
Tissue Engineering Center, Johns Hopkins
University School of Medicine Baltimore, Maryland 21205, United States
- Institute
for NanoBioTechnology, Johns Hopkins University, Baltimore, Maryland 21287, United States
| | - Marion Pang
- Department
of Biomedical Engineering, Johns Hopkins
University School of Medicine, Baltimore, Maryland 21205, United States
- Institute
for NanoBioTechnology, Johns Hopkins University, Baltimore, Maryland 21287, United States
| | - Ester Liu
- Institute
for NanoBioTechnology, Johns Hopkins University, Baltimore, Maryland 21287, United States
- Department
of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, Maryland 21287, United States
| | - Jacob R. Staub
- Institute
for NanoBioTechnology, Johns Hopkins University, Baltimore, Maryland 21287, United States
| | - Cynthia A. Berlinicke
- Department
of Ophthalmology, Johns Hopkins University
School of Medicine Baltimore, Maryland 21205, United States
| | - Donald J. Zack
- Department
of Ophthalmology, Johns Hopkins University
School of Medicine Baltimore, Maryland 21205, United States
| | - Jordan J. Green
- Department
of Biomedical Engineering, Johns Hopkins
University School of Medicine, Baltimore, Maryland 21205, United States
- Translational
Tissue Engineering Center, Johns Hopkins
University School of Medicine Baltimore, Maryland 21205, United States
- Institute
for NanoBioTechnology, Johns Hopkins University, Baltimore, Maryland 21287, United States
- Department
of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, Maryland 21287, United States
- Department
of Ophthalmology, Johns Hopkins University
School of Medicine Baltimore, Maryland 21205, United States
- Department
of Materials Science and Engineering, Johns
Hopkins University, Baltimore, Maryland 21287, United States
| | - Sashank K. Reddy
- Department
of Plastic and Reconstructive Surgery, Johns
Hopkins University School of Medicine Baltimore, Maryland 21205, United States
| | - Hai-Quan Mao
- Department
of Biomedical Engineering, Johns Hopkins
University School of Medicine, Baltimore, Maryland 21205, United States
- Translational
Tissue Engineering Center, Johns Hopkins
University School of Medicine Baltimore, Maryland 21205, United States
- Institute
for NanoBioTechnology, Johns Hopkins University, Baltimore, Maryland 21287, United States
- Department
of Materials Science and Engineering, Johns
Hopkins University, Baltimore, Maryland 21287, United States
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40
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Zhu Y, Kumar PBS, Laradji M. Conformational behavior and self-assembly of disjoint semi-flexible ring polymers adsorbed on solid substrates. SOFT MATTER 2021; 17:5427-5435. [PMID: 33969850 DOI: 10.1039/d1sm00500f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
The conformational behavior and spatial organization of self-avoiding semi-flexible ring polymers, that are fully adsorbed on solid substrates, are investigated via systematic coarse-grained molecular dynamics simulations. Our results show that both conformations and spatial organization of the polymers depend strongly on their bending stiffness, κ, and on their areal number density, ρ. For ρ < ρ*, where ρ* is the overlap density, and for low values of κ, thermal fluctuations lead to weakly anisotropic instantaneous conformations of the polymers. The interplay between thermal fluctuations and polymer stiffness leads to a non-monotonic dependence of the polymers elongation on κ with a maximum elongation at some intermediate κ. Regardless of κ, the polymers elongation is almost independent of ρ for ρ ⪅ ρ*, then increases with ρ. At ρ ≈ ρ* and high κ, the almost circularly-shaped polymers self-assemble into a triangular lattice with quasi-long range order. For ρ above ρ* and high κ, crowding of the polymers leads to their self-assembly into liquid-crystalline phases. In particular, for ρ moderately above ρ* and high κ, the polymer conformations are obround and self-assemble into domains with smectic-A-like order. At higher densities, the polymer have a biconcave geometry and self-assemble into domains with smectic-C-like order.
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Affiliation(s)
- Yu Zhu
- Department of Physics and Materials Science, The University of Memphis, Memphis, TN 38152, USA.
| | - P B Sunil Kumar
- Department of Physics, Indian Institute of Technology Palakkad, Palakkad-668557, Kerala, India
| | - Mohamed Laradji
- Department of Physics and Materials Science, The University of Memphis, Memphis, TN 38152, USA.
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41
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Smrek J, Garamella J, Robertson-Anderson R, Michieletto D. Topological tuning of DNA mobility in entangled solutions of supercoiled plasmids. SCIENCE ADVANCES 2021; 7:eabf9260. [PMID: 33980492 PMCID: PMC8115916 DOI: 10.1126/sciadv.abf9260] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/29/2020] [Accepted: 03/26/2021] [Indexed: 05/04/2023]
Abstract
Ring polymers in dense solutions are among the most intriguing problems in polymer physics. Because of its natural occurrence in circular form, DNA has been extensively used as a proxy to study the fundamental physics of ring polymers in different topological states. Yet, torsionally constrained-such as supercoiled-topologies have been largely neglected so far. The applicability of existing theoretical models to dense supercoiled DNA is thus unknown. Here, we address this gap by coupling large-scale molecular dynamics simulations with differential dynamic microscopy of entangled supercoiled DNA plasmids. We find that, unexpectedly, larger supercoiling increases the size of entangled plasmids and concomitantly induces an enhancement in DNA mobility. These findings are reconciled as due to supercoiling-driven asymmetric and double-folded plasmid conformations that reduce interplasmid entanglements and threadings. Our results suggest a way to topologically tune DNA mobility via supercoiling, thus enabling topological control over the (micro)rheology of DNA-based complex fluids.
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Affiliation(s)
- Jan Smrek
- Faculty of Physics, University of Vienna, Boltzmanngasse 5, A-1090 Vienna, Austria
| | - Jonathan Garamella
- Department of Physics and Biophysics, University of San Diego, San Diego, CA 92110, USA
| | | | - Davide Michieletto
- School of Physics and Astronomy, University of Edinburgh Peter Guthrie Tait Road, Edinburgh EH9 3FD, UK.
- MRC Human Genetics Unit, Institute of Genetics and Molecular Medicine University of Edinburgh, Edinburgh EH4 2XU, UK
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42
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Sultanov F, Sultanova M, Falkovich G, Lebedev V, Liu Y, Steinberg V. Entropic characterization of the coil-stretch transition of polymers in random flows. Phys Rev E 2021; 103:033107. [PMID: 33862706 DOI: 10.1103/physreve.103.033107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Accepted: 02/24/2021] [Indexed: 11/07/2022]
Abstract
Polymer molecules in a flow undergo a coil-stretch phase transition on an increase of the velocity gradients. Model-independent identification and characterization of the transition in a random flow has been lacking so far. Here we suggest to use the entropy of the extension statistics as a proper measure due to strong fluctuations around the transition. We measure experimentally the entropy as a function of the local Weisenberg number and show that it has a maximum, which identifies and quantifies the transition. We compare the new approach with the traditional one based on the theory using either linear Oldroyd-B or nonlinear finite extensible nonlinear elastic polymer models.
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Affiliation(s)
- F Sultanov
- Landau Institute for Theoretical Physics, Moscow region 142432, Russia.,Institute of Solid State Physics, Moscow region 142432, Russia
| | - M Sultanova
- Landau Institute for Theoretical Physics, Moscow region 142432, Russia.,Institute of Solid State Physics, Moscow region 142432, Russia
| | - G Falkovich
- Landau Institute for Theoretical Physics, Moscow region 142432, Russia.,Weizmann Institute of Science, 76100 Rehovot, Israel
| | - V Lebedev
- Landau Institute for Theoretical Physics, Moscow region 142432, Russia
| | - Y Liu
- Changchun Institute of Applied Chemistry, Changchun 130022, China
| | - V Steinberg
- Weizmann Institute of Science, 76100 Rehovot, Israel.,The Racah Institute of Physics, Hebrew University, Jerusalem 91904, Israel
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43
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Schneider L, Fraser M, Tripathi A. Integrated magneto-electrophoresis microfluidic chip purification on library preparation device for preimplantation genetic testing for aneuploidy detection. RSC Adv 2021; 11:14459-14474. [PMID: 35423999 PMCID: PMC8697746 DOI: 10.1039/d1ra01732b] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Accepted: 04/06/2021] [Indexed: 12/14/2022] Open
Abstract
Next generation sequencing (NGS) technology has revolutionized the field of personalized medicine through providing patient specific diagnostic information on a nucleic acid level. A key bottleneck in the NGS workflow is the preparation of nucleic acids for sequencing, or library preparation. One approach to overcoming this bottleneck on time and resources is through automating library preparation as much as possible from the stage of DNA extraction to a sequence-ready sample. Here, we have integrated microscale purification and macroscale PCR amplification to create an automated platform to replace manual DNA library preparation and magnetic bead-based cleanup steps. This microfluidic chip integrates magnetic bead transport and electrokinetic flow to remove unbound adapter dimers and other impurities from samples. We incorporate this method to develop an automated NGS DNA library preparation device that also includes macro- and microfluidic reagent movement and mixing and a thermoelectric cooler for controlled capillary heating and cooling. We greatly reduce the hands-on time, amount of pipetting required, and volumes of reagents needed as we test the feasibility of the platform on the clinically important diagnostic field of preimplantation genetic testing for aneuploidy (PGT-A). We prepared euploid and aneuploid five cell samples for sequencing and found our results were accurate for the cell samples with a sequencing quality equivalent to the standard of the DNA libraries prepared manually. Our device platform utilizes concepts such as: magneto-electrophoresis, integrated capillary PCR, and automated sample loading and unloading onto a microfluidic chip.
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Affiliation(s)
- Lindsay Schneider
- Center for Biomedical Engineering, School of Engineering, Brown University 182 Hope Street Providence RI 02912 USA
| | - Michelle Fraser
- PerkinElmer Health Sciences (Australia) Thebarton South Australia 5031 Australia
| | - Anubhav Tripathi
- Center for Biomedical Engineering, School of Engineering, Brown University 182 Hope Street Providence RI 02912 USA
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44
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Imaging of photoacoustic-mediated permeabilization of giant unilamellar vesicles (GUVs). Sci Rep 2021; 11:2775. [PMID: 33531539 PMCID: PMC7854711 DOI: 10.1038/s41598-021-82140-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Accepted: 01/13/2021] [Indexed: 01/24/2023] Open
Abstract
Target delivery of large foreign materials to cells requires transient permeabilization of the cell membrane without toxicity. Giant unilamellar vesicles (GUVs) mimic the phospholipid bilayer of the cell membrane and are also useful drug delivery vehicles. Controlled increase of the permeability of GUVs is a delicate balance between sufficient perturbation for the delivery of the GUV contents and damage to the vesicles. Here we show that photoacoustic waves can promote the release of FITC-dextran or GFP from GUVs without damage. Real-time interferometric imaging offers the first movies of photoacoustic wave propagation and interaction with GUVs. The photoacoustic waves are seen as mostly compressive half-cycle pulses with peak pressures of ~ 1 MPa and spatial extent FWHM ~ 36 µm. At a repetition rate of 10 Hz, they enable the release of 25% of the FITC-dextran content of GUVs in 15 min. Such photoacoustic waves may enable non-invasive targeted release of GUVs and cell transfection over large volumes of tissues in just a few minutes.
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45
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Wåhlstrand Skärström V, Krona A, Lorén N, Röding M. DeepFRAP: Fast fluorescence recovery after photobleaching data analysis using deep neural networks. J Microsc 2020; 282:146-161. [PMID: 33247838 PMCID: PMC8248438 DOI: 10.1111/jmi.12989] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 11/11/2020] [Accepted: 11/24/2020] [Indexed: 12/11/2022]
Abstract
Conventional analysis of fluorescence recovery after photobleaching (FRAP) data for diffusion coefficient estimation typically involves fitting an analytical or numerical FRAP model to the recovery curve data using non-linear least squares. Depending on the model, this can be time consuming, especially for batch analysis of large numbers of data sets and if multiple initial guesses for the parameter vector are used to ensure convergence. In this work, we develop a completely new approach, DeepFRAP, utilizing machine learning for parameter estimation in FRAP. From a numerical FRAP model developed in previous work, we generate a very large set of simulated recovery curve data with realistic noise levels. The data are used for training different deep neural network regression models for prediction of several parameters, most importantly the diffusion coefficient. The neural networks are extremely fast and can estimate the parameters orders of magnitude faster than least squares. The performance of the neural network estimation framework is compared to conventional least squares estimation on simulated data, and found to be strikingly similar. Also, a simple experimental validation is performed, demonstrating excellent agreement between the two methods. We make the data and code used publicly available to facilitate further development of machine learning-based estimation in FRAP. LAY DESCRIPTION: Fluorescence recovery after photobleaching (FRAP) is one of the most frequently used methods for microscopy-based diffusion measurements and broadly used in materials science, pharmaceutics, food science and cell biology. In a FRAP experiment, a laser is used to photobleach fluorescent particles in a region. By analysing the recovery of the fluorescence intensity due to the diffusion of still fluorescent particles, the diffusion coefficient and other parameters can be estimated. Typically, a confocal laser scanning microscope (CLSM) is used to image the time evolution of the recovery, and a model is fit using least squares to obtain parameter estimates. In this work, we introduce a new, fast and accurate method for analysis of data from FRAP. The new method is based on using artificial neural networks to predict parameter values, such as the diffusion coefficient, effectively circumventing classical least squares fitting. This leads to a dramatic speed-up, especially noticeable when analysing large numbers of FRAP data sets, while still producing results in excellent agreement with least squares. Further, the neural network estimates can be used as very good initial guesses for least squares estimation in order to make the least squares optimization convergence much faster than it otherwise would. This provides for obtaining, for example, diffusion coefficients as soon as possible, spending minimal time on data analysis. In this fashion, the proposed method facilitates efficient use of the experimentalist's time which is the main motivation to our approach. The concept is demonstrated on pure diffusion. However, the concept can easily be extended to the diffusion and binding case. The concept is likely to be useful in all application areas of FRAP, including diffusion in cells, gels and solutions.
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Affiliation(s)
| | - Annika Krona
- Agriculture and Food, Bioeconomy and Health, RISE Research Institutes of Sweden, Göteborg, Sweden
| | - Niklas Lorén
- Agriculture and Food, Bioeconomy and Health, RISE Research Institutes of Sweden, Göteborg, Sweden.,Department of Physics, Chalmers University of Technology, Göteborg, Sweden
| | - Magnus Röding
- Agriculture and Food, Bioeconomy and Health, RISE Research Institutes of Sweden, Göteborg, Sweden.,Department of Mathematical Sciences, Chalmers University of Technology and University of Gothenburg, Göteborg, Sweden
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46
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Tu MQ, Lee M, Robertson-Anderson RM, Schroeder CM. Direct Observation of Ring Polymer Dynamics in the Flow-Gradient Plane of Shear Flow. Macromolecules 2020. [DOI: 10.1021/acs.macromol.0c01362] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- Michael Q. Tu
- Department of Chemical and Biomolecular Engineering, University of Illinois at Urbana−Champaign, Urbana, Illinois 61801, United States
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana−Champaign, Urbana, Illinois 61801, United States
| | - Megan Lee
- Department of Physics and Biophysics, University of San Diego, San Diego, California 92110, United States
| | - Rae M. Robertson-Anderson
- Department of Physics and Biophysics, University of San Diego, San Diego, California 92110, United States
| | - Charles M. Schroeder
- Department of Chemical and Biomolecular Engineering, University of Illinois at Urbana−Champaign, Urbana, Illinois 61801, United States
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana−Champaign, Urbana, Illinois 61801, United States
- Department of Materials Science and Engineering, University of Illinois at Urbana−Champaign, Urbana, Illinois 61801, United States
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47
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Roy S, Bapat NV, Derr J, Rajamani S, Sengupta S. Emergence of ribozyme and tRNA-like structures from mineral-rich muddy pools on prebiotic earth. J Theor Biol 2020; 506:110446. [PMID: 32798505 DOI: 10.1016/j.jtbi.2020.110446] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2020] [Revised: 07/21/2020] [Accepted: 08/06/2020] [Indexed: 10/23/2022]
Abstract
The RNA world hypothesis, although a viable one regarding the origin of life on earth, has so far failed to provide a compelling explanation for the synthesis of RNA enzymes from free nucleotides via abiotic processes. To tackle this long-standing problem, we develop a realistic model for the onset of the RNA world, using experimentally determined rates for polymerization reactions. We start with minimal assumptions about the initial state that only requires the presence of short oligomers or just free nucleotides and consider the effects of environmental cycling by dividing a day into a dry, semi-wet and wet phases that are distinguished by the nature of reactions they support. Long polymers, with maximum lengths sometimes exceeding 100 nucleotides, spontaneously emerge due to a combination of non-enzymatic, non-templated polymer extension and template-directed primer extension processes. The former helps in increasing the lengths of RNA strands, whereas the later helps in producing complementary copies of the strands. Strands also undergo hydrolysis in a structure-dependent manner that favour breaking of bonds connecting unpaired nucleotides. We identify the most favourable conditions needed for the emergence of ribozyme and tRNA-like structures and double stranded RNA molecules, classify all RNA strands on the basis of their secondary structures and determine their abundance in the population. Our results indicate that under suitable environmental conditions, non-enzymatic processes would have been sufficient to lead to the emergence of a variety of ribozyme-like molecules with complex secondary structures and potential catalytic functions.
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Affiliation(s)
- Suvam Roy
- Department of Physical Sciences, Indian Institute of Science Education and Research, Kolkata, Mohanpur 741246, India
| | - Niraja V Bapat
- Department of Biology, Indian Institute of Science Education and Research, Pune; Dr. Homi-Bhabha Road, Pune 411008, India
| | - Julien Derr
- Laboratoire Matière et Systèmes Complexes, Université Paris Diderot, 5 Rue Thomas Mann, 75013 Paris, France.
| | - Sudha Rajamani
- Department of Biology, Indian Institute of Science Education and Research, Pune; Dr. Homi-Bhabha Road, Pune 411008, India
| | - Supratim Sengupta
- Department of Physical Sciences, Indian Institute of Science Education and Research, Kolkata, Mohanpur 741246, India.
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48
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Alexiou TS, Mintis DG, Mavrantzas VG. Molecular Dynamics Simulation of the Diffusion Dynamics of Linear DNA Fragments in Dilute Solution with the Parmbsc1 Force Field and Comparison with Experimental Data and Theoretical Models. Macromolecules 2020. [DOI: 10.1021/acs.macromol.0c00222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Terpsichori S. Alexiou
- Department of Chemical Engineering, University of Patras & FORTH-ICE/HT, Patras, GR 26504, Greece
| | - Dimitris G. Mintis
- Department of Chemical Engineering, University of Patras & FORTH-ICE/HT, Patras, GR 26504, Greece
| | - Vlasis G. Mavrantzas
- Department of Chemical Engineering, University of Patras & FORTH-ICE/HT, Patras, GR 26504, Greece
- Department of Mechanical and Process Engineering, Particle Technology Laboratory, ETH Zürich, CH-8092 Zürich, Switzerland
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49
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Sparrenberg LT, Greiner B, Mathis HP. Bleaching correction for DNA measurements in highly diluted solutions using confocal microscopy. PLoS One 2020; 15:e0231918. [PMID: 32702012 PMCID: PMC7377397 DOI: 10.1371/journal.pone.0231918] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Accepted: 07/01/2020] [Indexed: 11/24/2022] Open
Abstract
Determining the concentration of nucleic acids in biological samples precisely and reliably still is a challenge. In particular when only very small sample quantities are available for analysis, the established fluorescence-based methods give insufficient results. Photobleaching is seen as the main reason for this. In this paper we present a method to correct for the photobleaching effect. Using confocal microscopy with single molecule sensitivity, we derived calibration curves from DNA solutions with defined fragment length. We analyzed dilution series over a wide range of concentrations (1 pg/μl—1000 pg/μl) and measured their specific diffusion coefficients employing fluorescence correlation spectroscopy. Using this information, we corrected the measured fluorescence intensity of the calibration solutions for photobleaching effects. We evaluated our method by analyzing a series of DNA mixtures of varying composition. For fragments smaller than 1000 bp, our method allows to determine sample concentrations with high precision in very small sample quantities (< 2 μl with concentrations < 20 pg/μl). Once the technical parameters are determined and remain stable in an established process, our improved calibration method will make measuring molecular biological samples of unknown sequence composition more efficient, accurate and sample-saving than previous methods.
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Affiliation(s)
- Lorenz Tim Sparrenberg
- Institute of Biotechnology, RWTH Aachen University, Aachen, Germany
- Fraunhofer Institute of Applied Information Technology FIT, Sankt Augustin, Germany
- * E-mail:
| | - Benjamin Greiner
- Fraunhofer Institute of Applied Information Technology FIT, Sankt Augustin, Germany
| | - Harald Peter Mathis
- Fraunhofer Institute of Applied Information Technology FIT, Sankt Augustin, Germany
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50
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Garamella J, Regan K, Aguirre G, McGorty RJ, Robertson-Anderson RM. Anomalous and heterogeneous DNA transport in biomimetic cytoskeleton networks. SOFT MATTER 2020; 16:6344-6353. [PMID: 32555863 PMCID: PMC7388685 DOI: 10.1039/d0sm00544d] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
The cytoskeleton, a complex network of protein filaments and crosslinking proteins, dictates diverse cellular processes ranging from division to cargo transport. Yet, the role the cytoskeleton plays in the intracellular transport of DNA and other macromolecules remains poorly understood. Here, using single-molecule conformational tracking, we measure the transport and conformational dynamics of linear and relaxed circular (ring) DNA in composite networks of actin and microtubules with variable types of crosslinking. While both linear and ring DNA undergo anomalous, non-Gaussian, and non-ergodic subdiffusion, the detailed dynamics are controlled by both DNA topology (linear vs. ring) and crosslinking motif. Ring DNA swells, exhibiting heterogeneous subdiffusion controlled via threading by cytoskeleton filaments, while linear DNA compacts, exhibiting transport via caging and hopping. Importantly, while the crosslinking motif has little effect on ring DNA, linear DNA in networks with actin-microtubule crosslinking is significantly less ergodic and shows more heterogeneous transport than with actin-actin or microtubule-microtubule crosslinking.
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Affiliation(s)
- Jonathan Garamella
- Department of Physics & Biophysics, University of San Diego, San Diego, CA 92110, USA.
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