A Centre of Excellence in Computational Biomedicine

Risultati finali

Report on Efficient HPC usage by the Biomedicine community

Report which describes the uptake of biomedicine applications on various European e-infrastructures, and the use of community applications on HPC systems facilitated by this project.

Report on Deployment of Deep Track Tools and Services to Improve Efficiency of Research and Facilitating Access to CoE Capabilities

Report on progress in and impact of deployment of these tools in support of complex workflows (including multiscale models) on available HPC environments.

Project Handbook

WP1 will produce a project handbook outlining the project’s procedures, legal obligations and reporting processes, to assist each partner.

Report on dissemination and training material

Report on dissemination and training material as produced by the project.

Training Plan

A report with a detailed training plan, including both training events, ways of delivery, and partners responsible for the training.

Quality Assurance Plan

To manage the project’s quality control process, a Quality Assurance Plan will be created to assist internal reviewers in monitoring all deliverables before they are finalised and submitted to the commission. The deliverable will also contain a detailed risk analysis and contingency planning.

Report on existing solutions in support of biomedical applications

This is a public document, which describes the existing solutions (tools, services, datasets) that can be of benefit to a range of new biomedical research applications.

Dissemination Action Plan

A detailed and comprehensive report on the dissemination actions that will be carried out by the project.

Report on the Impact of Modelling and Simulation within Biomedical Research as enabled by CompBioMed

This report will be a major outcome of the project and will present an overview of the impact to date of computational approaches in biomedical research, together with a forecast of the anticipated impact that these methods and associated technologies will have within academia, industry and healthcare.

Report on best practices for e-infrastructure application usage

Report which will cover usage of the e-infrastructure from an applications point of view.

First report on training and dissemination

Report on delivered training and dissemination actions as well as update to the training plan and dissemination action plan

Report on Extreme Scaling of and Porting of Exemplar Applications to Novel Architectures

Report on the implementation of high fidelity CompBioMed applications on emerging HPC architectures on the path to the exascale and on porting to new and maturing architectures.

Report on selected emerging use cases for existing solutions

As part of T6.2, an updated version of D6.1.1 will be produced at M24, to address emerging use cases.

Final report on the end-user solutions

A final update of the public document, describing all the end-user solutions.

Final Report on Industrial and cPPP Collaboration

A detailed report on our engagement with industrial stakeholders and ETH4HPC, and our Innovation Exchange Programme, throughout the course of the CompBioMed project

Innovation Plan

We will deliver an innovation plan, to be adhered to by all members of the consortium, to promote the innovation and commercialisation aspects of this project.

Report on computing and data needs of the biomedical community

Report which identifies the needs for infrastructure usage and access models for the biomedicine community

Final training and dissemination report

A report on the training and dissemination actions, as well as delivery of a reusable set of training materials, as developed and used during the project.

Sustainability Plan

A plan to ensure the sustainability of our CompBioMed Centre of Excellence

Preparing data infrastructures for large-scale resources: report on the optimization activities

Report which describes the selected optimization tasks, and the outcome of these tasks.

Final Public Report

A non-confidential summary of the final status of the project.

Interim Report on Industrial and cPPP Collaboration

A report on our initial engagement with industrial stakeholders and ETH4HPC, and our Innovation Exchange Programme.

Report on Application Software Readiness and Fast Track Exploitation

Report on the applications and research being undertaken within the CompBioMed environment based on the initial, Fast Track deployment.

Report on Workflow system provision

This report will describe the initial workflow system deployment conducted in T6.5

Report on the optimization activities

A report that describes the progress achieved in the optimisation activities (T6.3).

Report on access mechanisms to HPC systems

Report on the various access models to HPC systems for scientific usage, in particular for the biomedicine community

Data Management Plan

WP1 will produce a Data Management Plan in M6.

Release of Community Software Repository

We will make available our community software repository to members of the computational biomedicine research community

Website Release

The project website will provide a focal point for the dissemination activities of the project.

Deployment of project informatics platform

We will make a release of our project informatics platform for community members to use.

Pubblicazioni

Computational techniques for ECG analysis and interpretation in light of their contribution to medical advances

Autori: Aurore Lyon, Ana Mincholé, Juan Pablo Martínez, Pablo Laguna, Blanca Rodriguez
Pubblicato in: Journal of The Royal Society Interface, Numero 15/138, 2018, Pagina/e 20170821, ISSN 1742-5689
Editore: The Royal Society
DOI: 10.1098/rsif.2017.0821

Unlocking data sets by calibrating populations of models to data density: A study in atrial electrophysiology

Autori: Brodie A. J. Lawson, Christopher C. Drovandi, Nicole Cusimano, Pamela Burrage, Blanca Rodriguez, Kevin Burrage
Pubblicato in: Science Advances, Numero 4/1, 2018, Pagina/e e1701676, ISSN 2375-2548
Editore: American Association for the Advancement of Science
DOI: 10.1126/sciadv.1701676

Model for pressure drop and flow deflection in the numerical simulation of stents in aneurysms

Autori: Sha Li, Jonas Latt, Bastien Chopard
Pubblicato in: International Journal for Numerical Methods in Biomedical Engineering, Numero 34/3, 2018, Pagina/e e2949, ISSN 2040-7939
Editore: John Wiley & Sons Ltd.
DOI: 10.1002/cnm.2949

Atrial Fibrillation Dynamics and Ionic Block Effects in Six Heterogeneous Human 3D Virtual Atria with Distinct Repolarization Dynamics

Autori: Carlos Sánchez, Alfonso Bueno-Orovio, Esther Pueyo, Blanca Rodríguez
Pubblicato in: Frontiers in Bioengineering and Biotechnology, Numero 5, 2017, ISSN 2296-4185
Editore: Frontiers Research Foundation
DOI: 10.3389/fbioe.2017.00029

In silico evaluation of arrhythmia

Autori: Xin Zhou, Alfonso Bueno-Orovio, Blanca Rodriguez
Pubblicato in: Current Opinion in Physiology, Numero 1, 2018, Pagina/e 95-103, ISSN 2468-8673
Editore: Elsevier
DOI: 10.1016/j.cophys.2017.11.003

Rapid and accurate assessment of GPCR-ligand interactions Using the fragment molecular orbital-based density-functional tight-binding method

Autori: Inaki Morao, Dmitri G. Fedorov, Roger Robinson, Michelle Southey, Andrea Townsend-Nicholson, Mike J. Bodkin, Alexander Heifetz
Pubblicato in: Journal of Computational Chemistry, Numero 38/23, 2017, Pagina/e 1987-1990, ISSN 0192-8651
Editore: John Wiley & Sons Inc.
DOI: 10.1002/jcc.24850

Modeling Patient-Specific Magnetic Drug Targeting Within the Intracranial Vasculature

Autori: Alexander Patronis, Robin A. Richardson, Sebastian Schmieschek, Brian J. N. Wylie, Rupert W. Nash, Peter V. Coveney
Pubblicato in: Frontiers in Physiology, Numero 9, 2018, ISSN 1664-042X
Editore: Frontiers Research Foundation
DOI: 10.3389/fphys.2018.00331

Rapid, Accurate, Precise, and Reliable Relative Free Energy Prediction Using Ensemble Based Thermodynamic Integration

Autori: Agastya P. Bhati, Shunzhou Wan, David W. Wright, Peter V. Coveney
Pubblicato in: Journal of Chemical Theory and Computation, Numero 13/1, 2016, Pagina/e 210-222, ISSN 1549-9618
Editore: American Chemical Society
DOI: 10.1021/acs.jctc.6b00979

Rapid and Reliable Binding Affinity Prediction of Bromodomain Inhibitors: A Computational Study

Autori: Shunzhou Wan, Agastya P. Bhati, Stefan J. Zasada, Ian Wall, Darren Green, Paul Bamborough, Peter V. Coveney
Pubblicato in: Journal of Chemical Theory and Computation, Numero 13/2, 2017, Pagina/e 784-795, ISSN 1549-9618
Editore: American Chemical Society
DOI: 10.1021/acs.jctc.6b00794

Multiscale computing in the exascale era

Autori: Saad Alowayyed, Derek Groen, Peter V. Coveney, Alfons G. Hoekstra
Pubblicato in: Journal of Computational Science, Numero 22, 2017, Pagina/e 15-25, ISSN 1877-7503
Editore: Elsevier BV
DOI: 10.1016/j.jocs.2017.07.004

Evaluation and Characterization of Trk Kinase Inhibitors for the Treatment of Pain: Reliable Binding Affinity Predictions from Theory and Computation

Autori: Shunzhou Wan, Agastya P. Bhati, Sarah Skerratt, Kiyoyuki Omoto, Veerabahu Shanmugasundaram, Sharan K. Bagal, Peter V. Coveney
Pubblicato in: Journal of Chemical Information and Modeling, Numero 57/4, 2017, Pagina/e 897-909, ISSN 1549-9596
Editore: American Chemical Society
DOI: 10.1021/acs.jcim.6b00780

A Comparison of Fully-Coupled 3D In-Stent Restenosis Simulations to In-vivo Data

Autori: Pavel S. Zun, Tatiana Anikina, Andrew Svitenkov, Alfons G. Hoekstra
Pubblicato in: Frontiers in Physiology, Numero 8, 2017, ISSN 1664-042X
Editore: Frontiers Research Foundation
DOI: 10.3389/fphys.2017.00284

Phenotypic variability in LQT3 human induced pluripotent stem cell-derived cardiomyocytes and their response to antiarrhythmic pharmacologic therapy: An in silico approach

Autori: Michelangelo Paci, Elisa Passini, Stefano Severi, Jari Hyttinen, Blanca Rodriguez
Pubblicato in: Heart Rhythm, Numero 14/11, 2017, Pagina/e 1704-1712, ISSN 1547-5271
Editore: Elsevier BV
DOI: 10.1016/j.hrthm.2017.07.026

Parameter Estimation of Platelets Deposition: Approximate Bayesian Computation With High Performance Computing

Autori: Ritabrata Dutta, Bastien Chopard, Jonas Lätt, Frank Dubois, Karim Zouaoui Boudjeltia, Antonietta Mira
Pubblicato in: Frontiers in Physiology, Numero 9, 2018, ISSN 1664-042X
Editore: Frontiers Research Foundation
DOI: 10.3389/fphys.2018.01128

Cellular Level In-silico Modeling of Blood Rheology with An Improved Material Model for Red Blood Cells

Autori: Gábor Závodszky, Britt van Rooij, Victor Azizi, Alfons Hoekstra
Pubblicato in: Frontiers in Physiology, Numero 8, 2017, ISSN 1664-042X
Editore: Frontiers Research Foundation
DOI: 10.3389/fphys.2017.00563

β-Adrenergic receptor stimulation inhibits proarrhythmic alternans in postinfarction border zone cardiomyocytes: a computational analysis

Autori: Jakub Tomek, Blanca Rodriguez, Gil Bub, Jordi Heijman
Pubblicato in: American Journal of Physiology-Heart and Circulatory Physiology, Numero 313/2, 2017, Pagina/e H338-H353, ISSN 0363-6135
Editore: American Physiological Society
DOI: 10.1152/ajpheart.00094.2017

The Role of Multiscale Protein Dynamics in Antigen Presentation and T Lymphocyte Recognition

Autori: R. Charlotte Eccleston, Shunzhou Wan, Neil Dalchau, Peter V. Coveney
Pubblicato in: Frontiers in Immunology, Numero 8, 2017, ISSN 1664-3224
Editore: Frontiers Research Foundation
DOI: 10.3389/fimmu.2017.00797

Dynamic and Kinetic Elements of µ-Opioid Receptor Functional Selectivity

Autori: Abhijeet Kapoor, Gerard Martinez-Rosell, Davide Provasi, Gianni de Fabritiis, Marta Filizola
Pubblicato in: Scientific Reports, Numero 7/1, 2017, ISSN 2045-2322
Editore: Nature Publishing Group
DOI: 10.1038/s41598-017-11483-8

An Ensemble-Based Protocol for the Computational Prediction of Helix–Helix Interactions in G Protein-Coupled Receptors using Coarse-Grained Molecular Dynamics

Autori: Nojood A. Altwaijry, Michael Baron, David W. Wright, Peter V. Coveney, Andrea Townsend-Nicholson
Pubblicato in: Journal of Chemical Theory and Computation, Numero 13/5, 2017, Pagina/e 2254-2270, ISSN 1549-9618
Editore: American Chemical Society
DOI: 10.1021/acs.jctc.6b01246

Host genotype and time dependent antigen presentation of viral peptides: predictions from theory

Autori: R. Charlotte Eccleston, Peter V. Coveney, Neil Dalchau
Pubblicato in: Scientific Reports, Numero 7/1, 2017, Pagina/e 14367, ISSN 2045-2322
Editore: Nature Publishing Group
DOI: 10.1038/s41598-017-14415-8

Functional identification of islet cell types by electrophysiological fingerprinting

Autori: Linford J. B. Briant, Quan Zhang, Elisa Vergari, Joely A. Kellard, Blanca Rodriguez, Frances M. Ashcroft, Patrik Rorsman
Pubblicato in: Journal of The Royal Society Interface, Numero 14/128, 2017, Pagina/e 20160999, ISSN 1742-5689
Editore: The Royal Society
DOI: 10.1098/rsif.2016.0999

The application of the screen-model based approach for stents in cerebral aneurysms

Autori: Sha Li, Jonas Latt, Bastien Chopard
Pubblicato in: Computers & Fluids, 2018, ISSN 0045-7930
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.compfluid.2018.02.007

Predicting Binding Free Energies of PDE2 Inhibitors. The Difficulties of Protein Conformation

Autori: Laura Pérez-Benito, Henrik Keränen, Herman van Vlijmen, Gary Tresadern
Pubblicato in: Scientific Reports, Numero 8/1, 2018, ISSN 2045-2322
Editore: Nature Publishing Group
DOI: 10.1038/s41598-018-23039-5

Load balancing of parallel cell-based blood flow simulations

Autori: S. Alowayyed, G. Závodszky, V. Azizi, A.G. Hoekstra
Pubblicato in: Journal of Computational Science, Numero 24, 2018, Pagina/e 1-7, ISSN 1877-7503
Editore: Elsevier BV
DOI: 10.1016/J.JOCS.2017.11.008

Distinct ECG Phenotypes Identified in Hypertrophic Cardiomyopathy Using Machine Learning Associate With Arrhythmic Risk Markers

Autori: Aurore Lyon, Rina Ariga, Ana Mincholé, Masliza Mahmod, Elizabeth Ormondroyd, Pablo Laguna, Nando de Freitas, Stefan Neubauer, Hugh Watkins, Blanca Rodriguez
Pubblicato in: Frontiers in Physiology, Numero 9, 2018, ISSN 1664-042X
Editore: Frontiers Research Foundation
DOI: 10.3389/fphys.2018.00213

Investigating the mechanical response of paediatric bone under bending and torsion using finite element analysis

Autori: Zainab Altai, Marco Viceconti, Amaka C. Offiah, Xinshan Li
Pubblicato in: Biomechanics and Modeling in Mechanobiology, 2018, ISSN 1617-7959
Editore: Springer Verlag
DOI: 10.1007/s10237-018-1008-9

Three-dimensional cardiac fibre disorganization as a novel parameter for ventricular arrhythmia stratification after myocardial infarction

Autori: Daniel G León, Mariña López-Yunta, José Manuel Alfonso-Almazán, Manuel Marina-Breysse, Jorge G Quintanilla, Javier Sánchez-González, Carlos Galán-Arriola, Francisco Castro-Núñez, Juan José González-Ferrer, Borja Ibáñez, Julián Pérez-Villacastín, Nicasio Pérez-Castellano, Valentín Fuster, José Jalife, Mariano Vázquez, Jazmín Aguado-Sierra, David Filgueiras-Rama
Pubblicato in: EP Europace, Numero 21/5, 2019, Pagina/e 822-832, ISSN 1099-5129
Editore: Oxford University Press
DOI: 10.1093/europace/euy306

Implications of bipolar voltage mapping and magnetic resonance imaging resolution in biventricular scar characterization after myocardial infarction

Autori: Mariña López-Yunta, Daniel G León, José Manuel Alfonso-Almazán, Manuel Marina-Breysse, Jorge G Quintanilla, Javier Sánchez-González, Carlos Galán-Arriola, Victoria Cañadas-Godoy, Daniel Enríquez-Vázquez, Carlos Torres, Borja Ibáñez, Julián Pérez-Villacastín, Nicasio Pérez-Castellano, José Jalife, Mariano Vázquez, Jazmín Aguado-Sierra, David Filgueiras-Rama
Pubblicato in: EP Europace, Numero 21/1, 2018, Pagina/e 163-174, ISSN 1099-5129
Editore: Oxford University Press
DOI: 10.1093/europace/euy192

LigVoxel: inpainting binding pockets using 3D-convolutional neural networks

Autori: Miha Skalic, Alejandro Varela-Rial, José Jiménez, Gerard Martínez-Rosell, Gianni De Fabritiis
Pubblicato in: Bioinformatics, Numero 35/2, 2018, Pagina/e 243-250, ISSN 1367-4803
Editore: Oxford University Press
DOI: 10.1093/bioinformatics/bty583

Bridging the computational gap between mesoscopic and continuum modeling of red blood cells for fully resolved blood flow

Autori: Christos Kotsalos, Jonas Latt, Bastien Chopard
Pubblicato in: Journal of Computational Physics, Numero 398, 2019, Pagina/e 108905, ISSN 0021-9991
Editore: Academic Press
DOI: 10.1016/j.jcp.2019.108905

Strategies of data layout and cache writing for input-output optimization in high performance scientific computing: Applications to the forward electrocardiographic problem

Autori: Louie Cardone-Noott, Blanca Rodriguez, Alfonso Bueno-Orovio
Pubblicato in: PLOS ONE, Numero 13/8, 2018, Pagina/e e0202410, ISSN 1932-6203
Editore: Public Library of Science
DOI: 10.1371/journal.pone.0202410

K DEEP : Protein–Ligand Absolute Binding Affinity Prediction via 3D-Convolutional Neural Networks

Autori: José Jiménez, Miha Škalič, Gerard Martínez-Rosell, Gianni De Fabritiis
Pubblicato in: Journal of Chemical Information and Modeling, Numero 58/2, 2018, Pagina/e 287-296, ISSN 1549-9596
Editore: American Chemical Society
DOI: 10.1021/acs.jcim.7b00650

Nasal sprayed particle deposition in a human nasal cavity under different inhalation conditions

Autori: Hadrien Calmet, Kiao Inthavong, Beatriz Eguzkitza, Oriol Lehmkuhl, Guillaume Houzeaux, Mariano Vázquez
Pubblicato in: PLOS ONE, Numero 14/9, 2019, Pagina/e e0221330, ISSN 1932-6203
Editore: Public Library of Science
DOI: 10.1371/journal.pone.0221330

Application of ESMACS binding free energy protocols to diverse datasets: Bromodomain-containing protein 4

Autori: David W. Wright, Shunzhou Wan, Christophe Meyer, Herman van Vlijmen, Gary Tresadern, Peter V. Coveney
Pubblicato in: Scientific Reports, Numero 9/1, 2019, ISSN 2045-2322
Editore: Nature Publishing Group
DOI: 10.1038/s41598-019-41758-1

Simulations meet machine learning in structural biology

Autori: Adrià Pérez, Gerard Martínez-Rosell, Gianni De Fabritiis
Pubblicato in: Current Opinion in Structural Biology, Numero 49, 2018, Pagina/e 139-144, ISSN 0959-440X
Editore: Elsevier BV
DOI: 10.1016/j.sbi.2018.02.004

Complex Congenital Heart Disease Associated With Disordered Myocardial Architecture in a Midtrimester Human Fetus

Autori: Patricia Garcia-Canadilla, Hector Dejea, Anne Bonnin, Vedrana Balicevic, Sven Loncaric, Chong Zhang, Constantine Butakoff, Jazmin Aguado-Sierra, Mariano Vázquez, Laurence H. Jackson, Daniel J. Stuckey, Cristoph Rau, Marco Stampanoni, Bart Bijnens, Andrew C. Cook
Pubblicato in: Circulation: Cardiovascular Imaging, Numero 11/10, 2018, ISSN 1941-9651
Editore: Lippincott Williams & Wilkins Ltd.
DOI: 10.1161/circimaging.118.007753

Big data: the end of the scientific method?

Autori: Sauro Succi, Peter V. Coveney
Pubblicato in: Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Numero 377/2142, 2019, Pagina/e 20180145, ISSN 1364-503X
Editore: Royal Society of London
DOI: 10.1098/rsta.2018.0145

A Mechanistic Model for Predicting Cell Surface Presentation of Competing Peptides by MHC Class I Molecules

Autori: Denise S. M. Boulanger, Ruth C. Eccleston, Andrew Phillips, Peter V. Coveney, Tim Elliott, Neil Dalchau
Pubblicato in: Frontiers in Immunology, Numero 9, 2018, ISSN 1664-3224
Editore: Frontiers Research Foundation
DOI: 10.3389/fimmu.2018.01538

Patterns for High Performance Multiscale Computing

Autori: S. Alowayyed, T. Piontek, J.L. Suter, O. Hoenen, D. Groen, O. Luk, B. Bosak, P. Kopta, K. Kurowski, O. Perks, K. Brabazon, V. Jancauskas, D. Coster, P.V. Coveney, A.G. Hoekstra
Pubblicato in: Future Generation Computer Systems, Numero 91, 2019, Pagina/e 335-346, ISSN 0167-739X
Editore: Elsevier BV
DOI: 10.1016/j.future.2018.08.045

A modeling and machine learning approach to ECG feature engineering for the detection of ischemia using pseudo-ECG

Autori: Carlos A. Ledezma, Xin Zhou, Blanca Rodríguez, P. J. Tan, Vanessa Díaz-Zuccarini
Pubblicato in: PLOS ONE, Numero 14/8, 2019, Pagina/e e0220294, ISSN 1932-6203
Editore: Public Library of Science
DOI: 10.1371/journal.pone.0220294

Are CT-Based Finite Element Model Predictions of Femoral Bone Strengthening Clinically Useful?

Autori: Marco Viceconti, Muhammad Qasim, Pinaki Bhattacharya, Xinshan Li
Pubblicato in: Current Osteoporosis Reports, Numero 16/3, 2018, Pagina/e 216-223, ISSN 1544-1873
Editore: Current Science Inc.
DOI: 10.1007/s11914-018-0438-8

Left Ventricular Trabeculations Decrease the Wall Shear Stress and Increase the Intra-Ventricular Pressure Drop in CFD Simulations

Autori: Federica Sacco, Bruno Paun, Oriol Lehmkuhl, Tinen L. Iles, Paul A. Iaizzo, Guillaume Houzeaux, Mariano Vázquez, Constantine Butakoff, Jazmin Aguado-Sierra
Pubblicato in: Frontiers in Physiology, Numero 9, 2018, ISSN 1664-042X
Editore: Frontiers Research Foundation
DOI: 10.3389/fphys.2018.00458

Modelling variability in cardiac electrophysiology: a moment-matching approach

Autori: Eliott Tixier, Damiano Lombardi, Blanca Rodriguez, Jean-Frédéric Gerbeau
Pubblicato in: Journal of The Royal Society Interface, Numero 14/133, 2017, Pagina/e 20170238, ISSN 1742-5689
Editore: The Royal Society
DOI: 10.1098/rsif.2017.0238

Validation of Patient-Specific Cerebral Blood Flow Simulation Using Transcranial Doppler Measurements

Autori: Derek Groen, Robin A. Richardson, Rachel Coy, Ulf D. Schiller, Hoskote Chandrashekar, Fergus Robertson, Peter V. Coveney
Pubblicato in: Frontiers in Physiology, Numero 9, 2018, ISSN 1664-042X
Editore: Frontiers Research Foundation
DOI: 10.3389/fphys.2018.00721

High-throughput binding affinity calculations at extreme scales

Autori: Jumana Dakka, Matteo Turilli, David W. Wright, Stefan J. Zasada, Vivek Balasubramanian, Shunzhou Wan, Peter V. Coveney, Shantenu Jha
Pubblicato in: BMC Bioinformatics, Numero 19/S18, 2018, ISSN 1471-2105
Editore: BioMed Central
DOI: 10.1186/s12859-018-2506-6

Uncertainty Quantification in Alchemical Free Energy Methods

Autori: Agastya P. Bhati, Shunzhou Wan, Yuan Hu, Brad Sherborne, Peter V. Coveney
Pubblicato in: Journal of Chemical Theory and Computation, Numero 14/6, 2018, Pagina/e 2867-2880, ISSN 1549-9618
Editore: American Chemical Society
DOI: 10.1021/acs.jctc.7b01143

Machine Learning of Coarse-Grained Molecular Dynamics Force Fields

Autori: Jiang Wang, Simon Olsson, Christoph Wehmeyer, Adrià Pérez, Nicholas E. Charron, Gianni de Fabritiis, Frank Noé, Cecilia Clementi
Pubblicato in: ACS Central Science, 2019, ISSN 2374-7943
Editore: American Chemical Society
DOI: 10.1021/acscentsci.8b00913

δ-cells and β-cells are electrically coupled and regulate α-cell activity via somatostatin

Autori: L. J. B. Briant, T. M. Reinbothe, I. Spiliotis, C. Miranda, B. Rodriguez, P. Rorsman
Pubblicato in: The Journal of Physiology, Numero 596/2, 2018, Pagina/e 197-215, ISSN 0022-3751
Editore: Blackwell Publishing Inc.
DOI: 10.1113/JP274581

Human In Silico Drug Trials Demonstrate Higher Accuracy than Animal Models in Predicting Clinical Pro-Arrhythmic Cardiotoxicity

Autori: Elisa Passini, Oliver J. Britton, Hua Rong Lu, Jutta Rohrbacher, An N. Hermans, David J. Gallacher, Robert J. H. Greig, Alfonso Bueno-Orovio, Blanca Rodriguez
Pubblicato in: Frontiers in Physiology, Numero 8, 2017, ISSN 1664-042X
Editore: Frontiers Research Foundation
DOI: 10.3389/fphys.2017.00668

PolNet: A Tool to Quantify Network-Level Cell Polarity and Blood Flow in Vascular Remodeling

Autori: Miguel O. Bernabeu, Martin L. Jones, Rupert W. Nash, Anna Pezzarossa, Peter V. Coveney, Holger Gerhardt, Claudio A. Franco
Pubblicato in: Biophysical Journal, Numero 114/9, 2018, Pagina/e 2052-2058, ISSN 0006-3495
Editore: Biophysical Society
DOI: 10.1016/j.bpj.2018.03.032

Influence of fiber connectivity in simulations of cardiac biomechanics

Autori: D Gil, R Aris, A Borras, E Ramirez, R Sebastian, M Vazquez
Pubblicato in: International Journal of Computer Assisted Radiology and Surgery, Numero 14/1, 2019, Pagina/e 63-72, ISSN 1861-6410
Editore: Springer Verlag
DOI: 10.1007/s11548-018-1849-9

Ensemble-Based Replica Exchange Alchemical Free Energy Methods: The Effect of Protein Mutations on Inhibitor Binding

Autori: Agastya P. Bhati, Shunzhou Wan, Peter V. Coveney
Pubblicato in: Journal of Chemical Theory and Computation, Numero 15/2, 2018, Pagina/e 1265-1277, ISSN 1549-9618
Editore: American Chemical Society
DOI: 10.1021/acs.jctc.8b01118

Fully coupled fluid-electro-mechanical model of the human heart for supercomputers

Autori: Alfonso Santiago, Jazmín Aguado-Sierra, Miguel Zavala-Aké, Ruben Doste-Beltran, Samuel Gómez, Ruth Arís, Juan C. Cajas, Eva Casoni, Mariano Vázquez
Pubblicato in: International Journal for Numerical Methods in Biomedical Engineering, Numero 34/12, 2018, Pagina/e e3140, ISSN 2040-7939
Editore: John Wiley & Sons Ltd.
DOI: 10.1002/cnm.3140

PlayMolecule BindScope: large scale CNN-based virtual screening on the web

Autori: Miha Skalic, Gerard Martínez-Rosell, José Jiménez, Gianni De Fabritiis
Pubblicato in: Bioinformatics, Numero 35/7, 2018, Pagina/e 1237-1238, ISSN 1367-4803
Editore: Oxford University Press
DOI: 10.1093/bioinformatics/bty758

Numerical Investigation of the Effects of Red Blood Cell Cytoplasmic Viscosity Contrasts on Single Cell and Bulk Transport Behaviour

Autori: Mike de Haan, Gabor Zavodszky, Victor Azizi, Alfons Hoekstra
Pubblicato in: Applied Sciences, Numero 8/9, 2018, Pagina/e 1616, ISSN 2076-3417
Editore: MDPI
DOI: 10.3390/app8091616

Cell-resolved blood flow simulations of saccular aneurysms: effects of pulsatility and aspect ratio

Autori: B. Czaja, G. Závodszky, V. Azizi Tarksalooyeh, A. G. Hoekstra
Pubblicato in: Journal of The Royal Society Interface, Numero 15/146, 2018, Pagina/e 20180485, ISSN 1742-5689
Editore: The Royal Society
DOI: 10.1098/rsif.2018.0485

Inflow and outflow boundary conditions for 2D suspension simulations with the immersed boundary lattice Boltzmann method

Autori: Victor W. Azizi Tarksalooyeh, Gábor Závodszky, Britt J. M. van Rooij, Alfons G. Hoekstra
Pubblicato in: Computers & Fluids, Numero 172, 2018, Pagina/e 312-317, ISSN 0045-7930
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.compfluid.2018.04.025

Uncertainty Quantification of a Multiscale Model for In-Stent Restenosis

Autori: Anna Nikishova, Lourens Veen, Pavel Zun, Alfons G. Hoekstra
Pubblicato in: Cardiovascular Engineering and Technology, Numero 9/4, 2018, Pagina/e 761-774, ISSN 1869-408X
Editore: Springer Pub. Co.,
DOI: 10.1007/s13239-018-00372-4

Evaluating the roles of detailed endocardial structures on right ventricular haemodynamics by means of CFD simulations

Autori: Federica Sacco, Bruno Paun, Oriol Lehmkuhl, Tinen L. Iles, Paul A. Iaizzo, Guillaume Houzeaux, Mariano Vázquez, Constantine Butakoff, Jazmin Aguado-Sierra
Pubblicato in: International Journal for Numerical Methods in Biomedical Engineering, Numero 34/9, 2018, Pagina/e e3115, ISSN 2040-7939
Editore: John Wiley & Sons Ltd.
DOI: 10.1002/cnm.3115

Exact solutions to the fractional time-space Bloch–Torrey equation for magnetic resonance imaging

Autori: Alfonso Bueno-Orovio, Kevin Burrage
Pubblicato in: Communications in Nonlinear Science and Numerical Simulation, Numero 52, 2017, Pagina/e 91-109, ISSN 1007-5704
Editore: Elsevier BV
DOI: 10.1016/j.cnsns.2017.04.013

PathwayMap: Molecular Pathway Association with Self-Normalizing Neural Networks

Autori: José Jiménez, Davide Sabbadin, Alberto Cuzzolin, Gerard Martínez-Rosell, Jacob Gora, John Manchester, José Duca, Gianni De Fabritiis
Pubblicato in: Journal of Chemical Information and Modeling, Numero 59/3, 2018, Pagina/e 1172-1181, ISSN 1549-9596
Editore: American Chemical Society
DOI: 10.1021/acs.jcim.8b00711

Shape-Based Generative Modeling for de Novo Drug Design

Autori: Miha Skalic, José Jiménez, Davide Sabbadin, Gianni De Fabritiis
Pubblicato in: Journal of Chemical Information and Modeling, Numero 59/3, 2018, Pagina/e 1205-1214, ISSN 1549-9596
Editore: American Chemical Society
DOI: 10.1021/acs.jcim.8b00706

Computational prediction of GPCR oligomerization

Autori: Andrea Townsend-Nicholson, Nojood Altwaijry, Andrew Potterton, Inaki Morao, Alexander Heifetz
Pubblicato in: Current Opinion in Structural Biology, Numero 55, 2019, Pagina/e 178-184, ISSN 0959-440X
Editore: Elsevier BV
DOI: 10.1016/j.sbi.2019.04.005

Characterising GPCR–ligand interactions using a fragment molecular orbital-based approach

Autori: Alexander Heifetz, Tim James, Michelle Southey, Inaki Morao, Matteo Aldeghi, Laurie Sarrat, Dmitri G Fedorov, Mike J Bodkin, Andrea Townsend-Nicholson
Pubblicato in: Current Opinion in Structural Biology, Numero 55, 2019, Pagina/e 85-92, ISSN 0959-440X
Editore: Elsevier BV
DOI: 10.1016/j.sbi.2019.03.021

Computational Drug Design Applied to the Study of Metabotropic Glutamate Receptors

Autori: Claudia Llinas del Torrent, Laura Pérez-Benito, Gary Tresadern
Pubblicato in: Molecules, Numero 24/6, 2019, Pagina/e 1098, ISSN 1420-3049
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/molecules24061098

Mechanisms Underlying Allosteric Molecular Switches of Metabotropic Glutamate Receptor 5

Autori: Claudia Llinas del Torrent, Nil Casajuana-Martin, Leonardo Pardo, Gary Tresadern, Laura Pérez-Benito
Pubblicato in: Journal of Chemical Information and Modeling, Numero 59/5, 2019, Pagina/e 2456-2466, ISSN 1549-9596
Editore: American Chemical Society
DOI: 10.1021/acs.jcim.8b00924

Predicting Activity Cliffs with Free-Energy Perturbation

Autori: Laura Pérez-Benito, Nil Casajuana-Martin, Mireia Jiménez-Rosés, Herman van Vlijmen, Gary Tresadern
Pubblicato in: Journal of Chemical Theory and Computation, Numero 15/3, 2019, Pagina/e 1884-1895, ISSN 1549-9618
Editore: American Chemical Society
DOI: 10.1021/acs.jctc.8b01290

β-Adrenergic Receptor Stimulation and Alternans in the Border Zone of a Healed Infarct: An ex vivo Study and Computational Investigation of Arrhythmogenesis

Autori: Jakub Tomek, Guoliang Hao, Markéta Tomková, Andrew Lewis, Carolyn Carr, David J. Paterson, Blanca Rodriguez, Gil Bub, Neil Herring
Pubblicato in: Frontiers in Physiology, Numero 10, 2019, ISSN 1664-042X
Editore: Frontiers Research Foundation
DOI: 10.3389/fphys.2019.00350

Investigating the Complex Arrhythmic Phenotype Caused by the Gain-of-Function Mutation KCNQ1-G229D

Autori: Xin Zhou, Alfonso Bueno-Orovio, Richard J. Schilling, Claire Kirkby, Chris Denning, Divya Rajamohan, Kevin Burrage, Andrew Tinker, Blanca Rodriguez, Stephen C. Harmer
Pubblicato in: Frontiers in Physiology, Numero 10, 2019, ISSN 1664-042X
Editore: Frontiers Research Foundation
DOI: 10.3389/fphys.2019.00259

The effect of boundary and loading conditions on patient classification using finite element predicted risk of fracture

Autori: Zainab Altai, Muhammad Qasim, Xinshan Li, Marco Viceconti
Pubblicato in: Clinical Biomechanics, Numero 68, 2019, Pagina/e 137-143, ISSN 0268-0033
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.clinbiomech.2019.06.004

Improved biomechanical metrics of cerebral vasospasm identified via sensitivity analysis of a 1D cerebral circulation model

Autori: A. Melis, F. Moura, I. Larrabide, K. Janot, R.H. Clayton, A.P. Narata, A. Marzo
Pubblicato in: Journal of Biomechanics, Numero 90, 2019, Pagina/e 24-32, ISSN 0021-9290
Editore: Elsevier BV
DOI: 10.1016/j.jbiomech.2019.04.019

Multiple Aneurysms AnaTomy CHallenge 2018 (MATCH)—phase II: rupture risk assessment

Autori: Philipp Berg, Samuel Voß, Gábor Janiga, Sylvia Saalfeld, Aslak W. Bergersen, Kristian Valen-Sendstad, Jan Bruening, Leonid Goubergrits, Andreas Spuler, Tin Lok Chiu, Anderson Chun On Tsang, Gabriele Copelli, Benjamin Csippa, György Paál, Gábor Závodszky, Felicitas J. Detmer, Bong J. Chung, Juan R. Cebral, Soichiro Fujimura, Hiroyuki Takao, Christof Karmonik, Saba Elias, Nicole M. Cancelliere
Pubblicato in: International Journal of Computer Assisted Radiology and Surgery, Numero 14/10, 2019, Pagina/e 1795-1804, ISSN 1861-6410
Editore: Springer Verlag
DOI: 10.1007/s11548-019-01986-2

Red blood cell and platelet diffusivity and margination in the presence of cross-stream gradients in blood flows

Autori: Gábor Závodszky, Britt van Rooij, Ben Czaja, Victor Azizi, David de Kanter, Alfons G. Hoekstra
Pubblicato in: Physics of Fluids, Numero 31/3, 2019, Pagina/e 031903, ISSN 1070-6631
Editore: American Institute of Physics
DOI: 10.1063/1.5085881

Continuum model for flow diverting stents in 3D patient-specific simulation of intracranial aneurysms

Autori: Sha Li, Bastien Chopard, Jonas Latt
Pubblicato in: Journal of Computational Science, Numero 38, 2019, Pagina/e 101045, ISSN 1877-7503
Editore: Elsevier BV
DOI: 10.1016/j.jocs.2019.101045

Identifying the start of a platelet aggregate by the shear rate and the cell-depleted layer

Autori: B. J. M. van Rooij, G. Závodszky, V. W. Azizi Tarksalooyeh, A. G. Hoekstra
Pubblicato in: Journal of The Royal Society Interface, Numero 16/159, 2019, Pagina/e 20190148, ISSN 1742-5689
Editore: The Royal Society
DOI: 10.1098/rsif.2019.0148

Rapid, concurrent and adaptive extreme scale binding free energy calculation

Autori: Dakka, Jumana; Farkas-Pall, Kristof; Balasubramanian, Vivek; Turilli, Matteo; Wright, David W; Wan, Shunzhou; Zasada, Stefan; Coveney, Peter V; Jha, Shantenu
Pubblicato in: Numero 1, 2018
Editore: arXiv

High-throughput Binding Affinity Calculations at Extreme Scales

Autori: Dakka, Jumana; Turilli, Matteo; Wright, David W; Zasada, Stefan J; Balasubramanian, Vivek; Wan, Shunzhou; Coveney, Peter V; Jha, Shantenu
Pubblicato in: Numero 1, 2018
Editore: arXiv

Variational Inference over Non-differentiable Cardiac Simulators using Bayesian Optimization

Autori: McCarthy, Adam; Rodriguez, Blanca; Minchole, Ana
Pubblicato in: Numero 2, 2017
Editore: ArXiv

A Scalable Molecular Force Field Parameterization Method Based on Density Functional Theory and Quantum-Level Machine Learning

Autori: Galvelis, Raimondas; Doerr, Stefan; Damas, Joao M.; Harvey, Matt J.; De Fabritiis, Gianni
Pubblicato in: Numero 2, 2019
Editore: ArXiv

Opinion: Is big data just big hype?

Autori: P.V. Coveney and R. Highfield
Pubblicato in: Longevity Bulletin: Big data in health, 2017, ISSN 2397-7213
Editore: Institute and Faculty of Actuaries

Computational Methods Used in Hit-to-Lead and Lead Optimization Stages of Structure-Based Drug Discovery

Autori: Alexander Heifetz, Michelle Southey, Inaki Morao, Andrea Townsend-Nicholson, Mike J. Bodkin
Pubblicato in: Methods in Molecular Biology, 2017, Pagina/e 375-394
Editore: Springer New York
DOI: 10.1007/978-1-4939-7465-8_19

Synergistic use of GPCR modelling and SDM experiments to understand ligand binding

Autori: Andrew Potterton, Alexander Heifetz, Andrea Townsend-Nicholson
Pubblicato in: Methods in Molecular Biology, 2018, Pagina/e 335-343
Editore: Springer New York
DOI: 10.1007/978-1-4939-7465-8_15

Understanding Malaria Induced Red Blood Cell Deformation Using Data-Driven Lattice Boltzmann Simulations

Autori: Joey Sing Yee Tan, Gábor Závodszky, Peter M. A. Sloot
Pubblicato in: Computational Science – ICCS 2018, Numero 10860, 2018, Pagina/e 392-403, ISBN 978-3-319-93697-0
Editore: Springer International Publishing
DOI: 10.1007/978-3-319-93698-7_30

Optimizing Parallel Performance of the Cell Based Blood Flow Simulation Software HemoCell

Autori: Victor Azizi Tarksalooyeh, Gábor Závodszky, Alfons G. Hoekstra
Pubblicato in: Computational Science – ICCS 2019 - 19th International Conference, Faro, Portugal, June 12–14, 2019, Proceedings, Part III, Numero 11538, 2019, Pagina/e 537-547, ISBN 978-3-030-22743-2
Editore: Springer International Publishing
DOI: 10.1007/978-3-030-22744-9_42

Concurrent and Adaptive Extreme Scale Binding Free Energy Calculations

Autori: Jumana Dakka, Kristof Farkas-Pall, Matteo Turilli, David W. Wright, Peter V. Coveney, Shantenu Jha
Pubblicato in: 2018 IEEE 14th International Conference on e-Science (e-Science), 2018, Pagina/e 189-200, ISBN 978-1-5386-9156-4
Editore: IEEE
DOI: 10.1109/escience.2018.00034

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