Publications by authors named "Jose-Maria Carazo"

Throughout the family of coronaviruses, structured RNA elements within the 5' region of the genome are highly conserved. The fifth stem-loop element from SARS-CoV-2 (5_SL5) represents an example of an RNA structural element, repeatedly occurring in coronaviruses. It contains a conserved, repetitive fold within its substructures SL5a and SL5b.

View Article and Find Full Text PDF

Instruct-ERIC, "the European Research Infrastructure Consortium for Structural biology research," is a pan-European distributed research infrastructure making high-end technologies and methods in structural biology available to users. Here, we describe the current state-of-the-art of integrated structural biology and discuss potential future scientific developments as an impulse for the scientific community, many of which are located in Europe and are associated with Instruct. We reflect on where to focus scientific and technological initiatives within the distributed Instruct research infrastructure.

View Article and Find Full Text PDF
Article Synopsis
  • * Research involving ICAM-1 knockout cells reveals that it regulates the polarity of epithelial cells independently of leukocyte adhesion by interacting with an actomyosin network.
  • * The study highlights the importance of the protein EBP50, which works alongside ICAM-1 to influence the organization of bile canalicular structures, suggesting new therapeutic approaches for maintaining epithelial function under inflammation.
View Article and Find Full Text PDF

Image-processing pipelines require the design of complex workflows combining many different steps that bring the raw acquired data to a final result with biological meaning. In the image-processing domain of cryo-electron microscopy single-particle analysis (cryo-EM SPA), hundreds of steps must be performed to obtain the three-dimensional structure of a biological macromolecule by integrating data spread over thousands of micrographs containing millions of copies of allegedly the same macromolecule. The execution of such complicated workflows demands a specific tool to keep track of all these steps performed.

View Article and Find Full Text PDF

Cryogenic electron microscopy (Cryo-EM) has been established as one of the key players in structural biology. It can reconstruct a 3D model of a sample at a near-atomic resolution. With the increasing number of facilities, faster microscopes, and new imaging techniques, there is a growing demand for algorithms and programs able to process the so-called movie data produced by the microscopes in real time while preserving a high resolution and maximal information.

View Article and Find Full Text PDF
Article Synopsis
  • Macromolecular assemblies, like protein complexes, constantly change their structure, which is vital for their function, and can be studied using methods like elastic network model normal mode analysis and principal component analysis.
  • These methods are mainly used by experienced programmers, posing a challenge for less technical users to access comprehensive data analysis tools in molecular dynamics studies.
  • To bridge this gap, the ProDy Python API has been integrated into the Scipion workflow engine, allowing a broader audience to utilize enhanced protocols and pipelines for analyzing macromolecular dynamics alongside other software for cryo-electron microscopy and molecular simulations.
View Article and Find Full Text PDF

Fijiviruses replicate and package their genomes within viroplasms in a process involving RNA-RNA and RNA-protein interactions. Here, we demonstrate that the 24 C-terminal residues (C-arm) of the P9-1 major viroplasm protein of the mal de Río Cuarto virus (MRCV) are required for its multimerization and the formation of viroplasm-like structures. Using an integrative structural approach, the C-arm was found to be dispensable for P9-1 dimer assembly but essential for the formation of pentamers and hexamers of dimers (decamers and dodecamers), which favored RNA binding.

View Article and Find Full Text PDF

The S:A222V point mutation, within the G clade, was characteristic of the 20E (EU1) SARS-CoV-2 variant identified in Spain in early summer 2020. This mutation has since reappeared in the Delta subvariant AY.4.

View Article and Find Full Text PDF
Article Synopsis
  • Cryo-electron microscopy (CryoEM) has become a critical technique in understanding molecular structures, combining insights from biochemistry, physics, and image processing.
  • This review focuses on advancements in image processing that enhance the single particle analysis (SPA) workflow, highlighting the development of both traditional analytical methods and modern deep learning algorithms.
  • The paper also addresses current challenges and potential future issues in the evolution of CryoEM techniques, particularly in improving image processing methods.
View Article and Find Full Text PDF
Article Synopsis
  • Cryo-electron microscopy (cryoEM) is emerging as a key method for studying large and dynamic molecular complexes that traditional techniques struggle with due to their size and low resolution.
  • The computational biophysics community is responding by developing new analysis pipelines that use coarse-grained models, incorporating methods like elastic network models and normal mode analysis, to better understand dynamics.
  • This review emphasizes ProDy, a Python tool for studying protein dynamics, focusing on advances like ensemble NMA for homologous structures and pseudoatom fitting for analyzing large assemblies, which are essential for future cryoEM advancements.
View Article and Find Full Text PDF

Structural biology has evolved greatly due to the advances introduced in fields like electron microscopy. This image-capturing technique, combined with improved algorithms and current data processing software, allows the recovery of different conformational states of a macromolecule, opening new possibilities for the study of its flexibility and dynamic events. However, the ensemble analysis of these different conformations, and in particular their placement into a common variable space in which the differences and similarities can be easily recognized, is not an easy matter.

View Article and Find Full Text PDF
Article Synopsis
  • The activation of platelets leads to a reorganization of their cytoskeleton, crucial for forming clots and healing wounds through adhesion to the extracellular matrix.
  • High-resolution structural details about how the platelet cytoskeleton facilitates cell spreading and adhesion are limited, despite their medical importance.
  • Using cryoelectron tomography, this study provides insights into membrane receptors and the actin network in platelets, revealing unique structural features that support the contractile forces necessary for effective cell adhesion.
View Article and Find Full Text PDF
Article Synopsis
  • * Validation methods are essential for confirming angle assignments to improve the resolution of 3D maps.
  • * A new graph-signal-processing approach analyzes correlation based on orientation to assess the reliability of assigned angles, helping to identify unreliable images that may affect the 3D reconstruction quality.
View Article and Find Full Text PDF

Cryo-EM maps are valuable sources of information for protein structure modeling. However, due to the loss of contrast at high frequencies, they generally need to be post-processed to improve their interpretability. Most popular approaches, based on global B-factor correction, suffer from limitations.

View Article and Find Full Text PDF

Principal component analysis (PCA) has been widely proposed to analyze flexibility and heterogeneity in cryo-electron microscopy (cryoEM). In this paper, it is argued that (i) PCA is an excellent technique to describe continuous flexibility at low resolution (but not so much at high resolution) and (ii) PCA components should be analyzed in a concerted manner (and not independently).

View Article and Find Full Text PDF

Summary: The web platform 3DBionotes-WS integrates multiple web services and an interactive web viewer to provide a unified environment in which biological annotations can be analyzed in their structural context. Since the COVID-19 outbreak, new structural data from many viral proteins have been provided at a very fast pace. This effort includes many cryogenic electron microscopy (cryo-EM) studies, together with more traditional ones (X-rays, NMR), using several modeling approaches and complemented with structural predictions.

View Article and Find Full Text PDF

Cryo-electron microscopy has established as a mature structural biology technique to elucidate the three-dimensional structure of biological macromolecules. The Coulomb potential of the sample is imaged by an electron beam, and fast semi-conductor detectors produce movies of the sample under study. These movies have to be further processed by a whole pipeline of image-processing algorithms that produce the final structure of the macromolecule.

View Article and Find Full Text PDF

Coiled-coil protein origami (CCPO) is a modular strategy for the de novo design of polypeptide nanostructures. CCPO folds are defined by the sequential order of concatenated orthogonal coiled-coil (CC) dimer-forming peptides, where a single-chain protein is programmed to fold into a polyhedral cage. Self-assembly of CC-based nanostructures from several chains, similarly as in DNA nanotechnology, could facilitate the design of more complex assemblies and the introduction of functionalities.

View Article and Find Full Text PDF

In recent years, advances in cryoEM have dramatically increased the resolution of reconstructions and, with it, the number of solved atomic models. It is widely accepted that the quality of cryoEM maps varies locally; therefore, the evaluation of the maps-derived structural models must be done locally as well. In this article, a method for the local analysis of the map-to-model fit is presented.

View Article and Find Full Text PDF

Using a new consensus-based image-processing approach together with principal component analysis, the flexibility and conformational dynamics of the SARS-CoV-2 spike in the prefusion state have been analysed. These studies revealed concerted motions involving the receptor-binding domain (RBD), N-terminal domain, and subdomains 1 and 2 around the previously characterized 1-RBD-up state, which have been modeled as elastic deformations. It is shown that in this data set there are not well defined, stable spike conformations, but virtually a continuum of states.

View Article and Find Full Text PDF

The eukaryotic chaperonin TRiC/CCT plays a major role in assisting the folding of many proteins through an ATP-driven allosteric cycle. Recent structures elucidated by cryo-electron microscopy provide a broad view of the conformations visited at various stages of the chaperonin cycle, including a sequential activation of its subunits in response to nucleotide binding. But we lack a thorough mechanistic understanding of the structure-based dynamics and communication properties that underlie the TRiC/CCT machinery.

View Article and Find Full Text PDF

With the help of novel processing workflows and algorithms, we have obtained a better understanding of the flexibility and conformational dynamics of the SARS-CoV-2 spike in the prefusion state. We have re-analyzed previous cryo-EM data combining 3D clustering approaches with ways to explore a continuous flexibility space based on 3D Principal Component Analysis. These advanced analyses revealed a concerted motion involving the receptor-binding domain (RBD), N-terminal domain (NTD), and subdomain 1 and 2 (SD1 & SD2) around the previously characterized 1-RBD-up state, which have been modeled as elastic deformations.

View Article and Find Full Text PDF

Technological advances in transmission electron microscopes and detectors have turned cryogenic electron microscopy (cryo-EM) into an essential tool for structural biology. A commonly used cryo-EM data analysis method, single particle analysis, averages hundreds of thousands of low-dose images of individual macromolecular complexes to determine a density map of the complex. The presence of symmetry in the complex is beneficial since each projection image can be assigned to multiple views of the complex.

View Article and Find Full Text PDF

A PHP Error was encountered

Severity: Notice

Message: fwrite(): Write of 34 bytes failed with errno=28 No space left on device

Filename: drivers/Session_files_driver.php

Line Number: 272

Backtrace:

A PHP Error was encountered

Severity: Warning

Message: session_write_close(): Failed to write session data using user defined save handler. (session.save_path: /var/lib/php/sessions)

Filename: Unknown

Line Number: 0

Backtrace: