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1.
Nat Commun ; 13(1): 7452, 2022 12 02.
Article in English | MEDLINE | ID: mdl-36460648

ABSTRACT

The resolution of fluorescence microscopy images is limited by the physical properties of light. In the last decade, numerous super-resolution microscopy (SRM) approaches have been proposed to deal with such hindrance. Here we present Mean-Shift Super Resolution (MSSR), a new SRM algorithm based on the Mean Shift theory, which extends spatial resolution of single fluorescence images beyond the diffraction limit of light. MSSR works on low and high fluorophore densities, is not limited by the architecture of the optical setup and is applicable to single images as well as temporal series. The theoretical limit of spatial resolution, based on optimized real-world imaging conditions and analysis of temporal image stacks, has been measured to be 40 nm. Furthermore, MSSR has denoising capabilities that outperform other SRM approaches. Along with its wide accessibility, MSSR is a powerful, flexible, and generic tool for multidimensional and live cell imaging applications.


Subject(s)
Algorithms , Drugs, Generic , Reading Frames , Microscopy, Fluorescence , Fluorescent Dyes
2.
Biophys J ; 121(13): 2583-2599, 2022 07 05.
Article in English | MEDLINE | ID: mdl-35642255

ABSTRACT

Inspired by recent experiments on the spontaneous assembly of virus-like particles from a solution containing a synthetic coat protein and double-stranded DNA, we put forward a kinetic model that has as main ingredients a stochastic nucleation and a deterministic growth process. The efficiency and rate of DNA packaging strongly increase after tiling the DNA with CRISPR-Cas proteins at predesignated locations, mimicking assembly signals in viruses. Our model shows that treating these proteins as nucleation-inducing diffusion barriers is sufficient to explain the experimentally observed increase in encapsulation efficiency, but only if the nucleation rate is sufficiently high. We find an optimum in the encapsulation kinetics for conditions where the number of packaging signal mimics is equal to the number of nucleation events that can occur during the time required to fully encapsulate the DNA template, presuming that the nucleation events can only take place adjacent to a packaging signal. Our theory is in satisfactory agreement with the available experimental data.


Subject(s)
DNA Packaging , Virus Assembly , DNA , Kinetics , Proteins/genetics , Virus Assembly/genetics
3.
Nano Lett ; 21(7): 2752-2757, 2021 04 14.
Article in English | MEDLINE | ID: mdl-33729813

ABSTRACT

Designer virus-inspired proteins drive the manufacturing of more effective, safer gene-delivery systems and simpler models to study viral assembly. However, self-assembly of engineered viromimetic proteins on specific nucleic acid templates, a distinctive viral property, has proved difficult. Inspired by viral packaging signals, we harness the programmability of CRISPR-Cas12a to direct the nucleation and growth of a self-assembling synthetic polypeptide into virus-like particles (VLP) on specific DNA molecules. Positioning up to ten nuclease-dead Cas12a (dCas12a) proteins along a 48.5 kbp DNA template triggers particle growth and full DNA encapsidation at limiting polypeptide concentrations. Particle growth rate is further increased when dCas12a is dimerized with a polymerization silk-like domain. Such improved self-assembly efficiency allows for discrimination between cognate versus noncognate DNA templates by the synthetic polypeptide. CRISPR-guided VLPs will help to develop programmable bioinspired nanomaterials with applications in biotechnology as well as viromimetic scaffolds to improve our understanding of viral self-assembly.


Subject(s)
Clustered Regularly Interspaced Short Palindromic Repeats , Virion , DNA , Nucleocapsid , Virus Assembly/genetics
4.
Biomacromolecules ; 20(10): 3641-3647, 2019 10 14.
Article in English | MEDLINE | ID: mdl-31418550

ABSTRACT

Consensus motifs for sequences of both crystallizable and amorphous blocks in silks and natural structural analogues of silks vary widely. To design novel silklike polypeptides, an important question is therefore how the nature of either the crystallizable or the amorphous block affects the self-assembly and resulting physical properties of silklike polypeptides. We address herein the influence of the amorphous block on the self-assembly of a silklike polypeptide that was previously designed to encapsulate single DNA molecules into rod-shaped viruslike particles. The polypeptide has a triblock architecture, with a long N-terminal amorphous block, a crystallizable midblock, and a C-terminal DNA-binding block. We compare the self-assembly behavior of a triblock with a very hydrophilic collagen-like amorphous block (GXaaYaa)132 to that of a triblock with a less hydrophilic elastin-like amorphous block (GSGVP)80. The amorphous blocks have similar lengths and both adopt a random coil structure in solution. Nevertheless, atomic force microscopy revealed significant differences in the self-assembly behavior of the triblocks. If collagen-like amorphous blocks are used, there is a clear distinction between very short polypeptide-only fibrils and much longer fibrils with encapsulated DNA. If elastin-like amorphous blocks are used, DNA is still encapsulated, but the polypeptide-only fibrils are now much longer and their size distribution partially overlaps with that of the encapsulated DNA fibrils. We attribute the difference to the more hydrophilic nature of the collagen-like amorphous block, which more strongly opposes the growth of polypeptide-only fibrils than the elastin-like amorphous blocks. Our work illustrates that differences in the chemical nature of amorphous blocks can strongly influence the self-assembly and hence the functionality of engineered silklike polypeptides.


Subject(s)
Capsid/chemistry , DNA, Viral/chemistry , Peptides/chemistry , Protein Multimerization , Amino Acid Motifs , Capsid Proteins/chemistry , Collagen/chemistry , Crystallization , Elastin/chemistry , Hydrophobic and Hydrophilic Interactions , Silk/chemistry
5.
Int J Biol Macromol ; 108: 826-836, 2018 Mar.
Article in English | MEDLINE | ID: mdl-29101045

ABSTRACT

Aggregation of recombinant proteins into inclusion bodies (IBs) is the major drawback of heterologous expression in Escherichia coli. Here, we evaluated the effects of a pH shift after expression induction on recombinant phospholipase A2 production and its aggregation in IBs in E. coli Origami™, as compared to cultures with pH maintained at 7.5 or uncontrolled pH. Cultures shifted from 7.5 to pH 6.5 or 8.5 produced ∼15-25% less biomass as compared with those kept at 7.5 or without pH control. The cultures shifted to pH 8.5 showed a ∼50% higher yield of acetate per biomass, and the rPLA2 yield was improved 2.4-fold. Purified IBs formed at pH 8.5 containing ∼50% of rPLA2, were more susceptible to proteinase-K cleavage and bound less thioflavin-T, indicating lower amyloid content, with the concomitant enrichment of α-helical and random-coil secondary structures, as demonstrated by FTIR. Moreover, only one IB per cell was formed at pH 8.5; instead, more than two were observed under the other culture pH conditions. Nevertheless, under uncontrolled pH conditions, ∼300nm larger IBs were observed. Our work presents evidence of the usefulness of recombinant protein expression cultivated at pH 8.5 allowing the reduction of amyloid content in IBs.


Subject(s)
Escherichia coli/metabolism , Hydrogen-Ion Concentration , Inclusion Bodies/metabolism , Phospholipases A2/biosynthesis , Phospholipases A2/chemistry , Recombinant Proteins/chemistry , Recombinant Proteins/metabolism , Amyloid/chemistry , Amyloid/metabolism , Enzyme Activation , Escherichia coli/genetics , Inclusion Bodies/ultrastructure , Phospholipases A2/isolation & purification , Proteolysis , Recombinant Proteins/isolation & purification , Spectroscopy, Fourier Transform Infrared
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