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Showing papers by "José María Carazo published in 2018"


Journal ArticleDOI
TL;DR: A fully automatic, accurate method for determining the local resolution of a 3D map (MonoRes), which is computationally more rapid than existing methods in the field and offers the option of local filtering of the original map based on the calculated local resolution.

166 citations


Posted ContentDOI
02 Oct 2018-bioRxiv
TL;DR: It is shown that the new method for local sharpening of volumes generated by cryo-EM is significantly and quantitatively improving map quality and interpretability, especially in cases of broad local resolution changes (as is often the case of membrane proteins).
Abstract: Recent technological advances and computational developments, have allowed the reconstruction of cryo-EM maps at near-atomic resolution structures. Cryo-EM maps benefit significantly of a 9postprocessing9 step, normally referred to as 9sharpening9, that tends to increase signal at medium/high resolution. Here, we propose a new method for local sharpening of volumes generated by cryo-EM. The algorithm (LocalDeblur) is based on a local resolution-guided Wiener restoration approach, does not need any prior atomic model and it avoids artificial structure factor corrections. LocalDeblur is fully automatic and parameter free. We show that the new method significantly and quantitatively improving map quality and interpretability, especially in cases of broad local resolution changes (as is often the case of membrane proteins).

60 citations


Journal ArticleDOI
TL;DR: In this article, the dynein adaptor Spindly and the RZZ (ROD-Zwilch-ZW10) complex drive kinetochore expansion.
Abstract: Faithful chromosome segregation depends on the ability of sister kinetochores to attach to spindle microtubules. The outer layer of kinetochores transiently expands in early mitosis to form a fibrous corona, and compacts following microtubule capture. Here we show that the dynein adaptor Spindly and the RZZ (ROD-Zwilch-ZW10) complex drive kinetochore expansion in a dynein-independent manner. C-terminal farnesylation and MPS1 kinase activity cause conformational changes of Spindly that promote oligomerization of RZZ-Spindly complexes into a filamentous meshwork in cells and in vitro. Concurrent with kinetochore expansion, Spindly potentiates kinetochore compaction by recruiting dynein via three conserved short linear motifs. Expanded kinetochores unable to compact engage in extensive, long-lived lateral microtubule interactions that persist to metaphase, and result in merotelic attachments and chromosome segregation errors in anaphase. Thus, dynamic kinetochore size regulation in mitosis is coordinated by a single, Spindly-based mechanism that promotes initial microtubule capture and subsequent correct maturation of attachments.

46 citations


Journal ArticleDOI
01 Nov 2018-IUCrJ
TL;DR: Deep Consensus performs particle pruning in cryo-EM image-processing workflows using a smart consensus to solve the challenge of integrating non-trivial particles into image processing pipelines.

40 citations


Posted ContentDOI
09 Mar 2018-bioRxiv
TL;DR: Dynamic kinetochore size regulation in mitosis is coordinated by a single, Spindly-based mechanism that promotes initial microtubule capture and subsequent correct maturation of attachments.
Abstract: Faithful chromosome segregation depends on the ability of sister kinetochores to attach to spindle microtubules. An outer layer of the kinetochore known as the fibrous corona transiently expands in early mitosis and disassembles upon microtubule capture. Neither the functional importance nor the mechanistic basis for this are known. Here we show that the dynein adaptor Spindly and the RZZ kinetochore complex drive fibrous corona formation in a dynein-independent manner. C-terminal farnesylation and MPS1 kinase activity cause conformational changes of Spindly that promote oligomerization of RZZ:Spindly complexes into a corona-like meshwork in cells and in vitro. Concurrent with corona expansion, Spindly potentiates corona shedding by recruiting dynein via three conserved short linear motifs. Expanded, non-sheddable fibrous coronas engage in extensive, long-lived lateral microtubule interactions that persist to metaphase and result in fused sister kinetochores, formation of merotelic attachments and chromosome segregation errors in anaphase. Thus, dynamic kinetochore size regulation in mitosis is coordinated by a single, Spindly-based mechanism that promotes initial microtubule capture and subsequent correct maturation of attachments.

31 citations


Journal ArticleDOI
TL;DR: This work describes the details of the image angular alignment and map reconstruction steps in a new algorithm that is similar to the standard projection matching approach with some important modifications, especially in the area of detecting significant features in the reconstructed volume.

29 citations


Journal ArticleDOI
TL;DR: A major extension of Scipion is presented that allows processing of EM images while the data is being acquired, which helps to detect problems at early stages, saves computing time and provides users with a detailed evaluation of the data quality before the acquisition is finished.

24 citations


Journal ArticleDOI
TL;DR: A range of analyses were devised to evaluate the submitted maps, including visual impressions, Fourier shell correlation, pairwise similarity and interpretation through modeling, which did not find strong trends, and considered the Map Challenge to be a highly valuable exercise that should be repeated frequently or on an ongoing basis.

20 citations


Journal ArticleDOI
TL;DR: The first crystallographic structure of full-length human RuvBL2 is presented which provides novel insights into its mechanistic action and biology and a mechanism for ATP binding and domain II conformational change coupling is proposed.
Abstract: RuvB-Like transcription factors function in cell cycle regulation, development and human disease, such as cancer and heart hyperplasia The mechanisms that regulate adenosine triphosphate (ATP)-dependent activity, oligomerization and post-translational modifications in this family of enzymes are yet unknown We present the first crystallographic structure of full-length human RuvBL2 which provides novel insights into its mechanistic action and biology The ring-shaped hexameric RuvBL2 structure presented here resolves for the first time the mobile domain II of the human protein, which is responsible for protein-protein interactions and ATPase activity regulation Structural analysis suggests how ATP binding may lead to domain II motion through interactions with conserved N-terminal loop histidine residues Furthermore, a comparison between hsRuvBL1 and 2 shows differences in surface charge distribution that may account for previously described differences in regulation Analytical ultracentrifugation and cryo electron microscopy analyses performed on hsRuvBL2 highlight an oligomer plasticity that possibly reflects different physiological conformations of the protein in the cell, as well as that single-stranded DNA (ssDNA) can promote the oligomerization of monomeric hsRuvBL2 Based on these findings, we propose a mechanism for ATP binding and domain II conformational change coupling

17 citations


Journal ArticleDOI
TL;DR: Scipion Web Tools is presented, a web‐based set of tools/workflows derived from the Scipion image processing framework, specially tailored to nonexpert users in need of very precise answers at several key stages of the structural elucidation process.
Abstract: Macromolecular structural determination by Electron Microscopy under cryogenic conditions is revolutionizing the field of structural biology, interesting a large community of potential users. Still, the path from raw images to density maps is complex, and sophisticated image processing suites are required in this process, often demanding the installation and understanding of different software packages. Here, we present Scipion Web Tools, a web-based set of tools/workflows derived from the Scipion image processing framework, specially tailored to nonexpert users in need of very precise answers at several key stages of the structural elucidation process.

16 citations


Journal ArticleDOI
TL;DR: The most essential in order to derive an accurate three-dimensional model from noisy projection images is touched on, including a 3D reconstruction method for asymmetric molecules using just two projection images and deep learning algorithms for automated particle picking.

Journal ArticleDOI
TL;DR: An approach to estimate the DED camera gain at each pixel from the movies themselves, needed to have the set of recorded frames into a coherent gray level range, homogeneous over the whole image.

Journal ArticleDOI
TL;DR: This research presents a probabilistic model of the response of the immune system to x-ray diffraction and shows clear patterns in response to different types of radiation.
Abstract: (a) Escuela Politécnica Superior, Universidad Autónoma de Madrid, 28049 Cantoblanco, Madrid, Spain. (b) Biocomputing Unit, National Center for Biotechnology (CSIC), C/ Darwin, 3, Campus Universidad Autónoma, 28049 Cantoblanco, Madrid, Spain. (c) Department of Biochemistry and Biophysics, Science for Life Laboratory, Stockholm University, Stockholm, Sweden (e) Diamond Light Source, Harwell Science and Innovation Campus, Didcot OX11 0DE, England

Journal ArticleDOI
TL;DR: The new algorithm is able to sort reconstructions based on a figure of merit and assigns a level of significance to the sorting, which shows how likely the sorting is due to chance or if it reflects real differences.

Posted ContentDOI
26 Aug 2018-bioRxiv
TL;DR: This work presents a fast approach to partially overcome many issues that impact obtaining high quality reconstructions from small data sets for heterogeneous data sets, based on deforming and then moving particles between different conformations using an optical flow approach.
Abstract: Cryo-electron microscopy using single particle analysis requires the computational averaging of thousands of projection images captured from identical macromolecules. However, macromolecules usually present some degree of flexibility showing different conformations. Computational approaches are then required to classify heterogeneous single particle images into homogeneous sets corresponding to different structural states. Nonetheless, sometimes the attainable resolution of reconstructions obtained from these smaller homogeneous sets is compromised because of reduced number of particles or lack of images at certain macromolecular orientations. In these situations, the current solution to improve map resolution is returning to the electron microscope and collect more data. In this work, we present a fast approach to partially overcome this limitation for heterogeneous data sets. Our method is based on deforming and then moving particles between different conformations using an optical flow approach. Particles are then merged into a unique conformation obtaining reconstructions with improved resolution, contrast and signal-to-noise ratio, then, partially circumventing many issues that impact obtaining high quality reconstructions from small data sets. We present experimental results that show clear improvements in the quality of obtained 3D maps, however, there are also limits to this approach, which we discuss in the manuscript.