123 results on '"Denis Noble"'
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2. Rio 2017 is Shaping Up as a Great World Congress
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Julie Chan, Penny Hansen, Denis Noble, Walter F. Boron, and Peter D. Wagner
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Work (electrical) ,General assembly ,Physiology ,Political science ,Research ,Animals ,Humans ,Environmental ethics ,Public administration ,Congresses as Topic ,Health Physics - Abstract
Those national societies within the IUPS community that have hosted World Congresses in recent years will know well that an enormous amount of work is involved and that the planning has to be done years in advance. Rio 2017 is no exception. The planning started way back at the General Assembly in
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- 2016
3. Facilitation of the L-type calcium current in rabbit sino-atrial cells: effect on cardiac automaticity
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Pierre Fontanaud, Matteo E. Mangoni, Henri Benkemoun, Penelope J. Noble, Denis Noble, Sylvain Richard, and Joël Nargeot
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medicine.medical_specialty ,Patch-Clamp Techniques ,Calcium Channels, L-Type ,Physiology ,Diastole ,chemistry.chemical_element ,Calcium ,Feedback ,Membrane Potentials ,Physiology (medical) ,Internal medicine ,medicine ,Animals ,Computer Simulation ,Sinoatrial Node ,Membrane potential ,Lagomorpha ,biology ,Models, Cardiovascular ,biology.organism_classification ,Myocardial Contraction ,Electric Stimulation ,Electrophysiology ,Pacemaker action potential ,Endocrinology ,chemistry ,Circulatory system ,Facilitation ,Rabbits ,Extracellular Space ,Cardiology and Cardiovascular Medicine - Abstract
OBJECTIVE: The L-type Ca(2+) current (I(Ca,L)) contributes to the generation and modulation of the pacemaker action potential (AP). We investigated facilitation of I(Ca,L) in sino-atrial cells. METHODS: Facilitation was studied in regularly-beating cells isolated enzymatically from young albino rabbits (0.8-1 kg). We used the whole-cell patch-clamp technique to vary the frequency of the test depolarizations evoked at -10 mV or the conditioning diastolic membrane potential prior to the test pulse. RESULTS: High frequencies (range 0.2-3.5 Hz) slowed the decay kinetics of I(Ca,L) evoked from a holding potential (HP) of -80 mV in 68% of cells resulting in a larger Ca(2+) influx during the test pulse. The amount of facilitation increased progressively between 0.2 and 3.0 Hz. When the frequency was changed from 0.1 to 1 Hz, the averaged increase in the time integral of I(Ca,L) was 27+/-7% (n=22). Application of conditioning voltages between -80 and -50 mV induced similar facilitation of I(Ca,L) in 73% of cells. The maximal increase of Ca(2+) entry occurred between -60 and -50 mV, and was on average 38+/-14% for conditioning prepulses of 5 s in duration (n=15). Numerical simulations of the pacemaker activity showed that facilitation of I(Ca,L) promotes stability of sino-atrial rate by enhancing Ca(2+) entry, thus establishing a negative feedback control against excessive heart rate slowing. CONCLUSION: Facilitation of I(Ca,L) is present in rabbit sino-atrial cells. The underlying mechanism reflects modulation of I(Ca,L) decay kinetics by diastolic membrane potential and frequency of depolarization. This phenomenon may provide an important regulatory mechanism of sino-atrial automaticity.
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- 2016
4. The effects of static magnetic field on action potential propagation and excitation recovery in nerve
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Robert Hinch, Jay R. Rosenberg, Kenneth A. Lindsay, and Denis Noble
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Neurons ,Action potential ,Refractory period ,Chemistry ,Models, Neurological ,Neural Conduction ,Biophysics ,Time constant ,Action Potentials ,Thermal conduction ,Magnetostatics ,Molecular physics ,Magnetic field ,Electrophysiology ,Magnetics ,Nuclear magnetic resonance ,Animals ,Humans ,Molecular Biology ,Bioelectromagnetics ,Excitation - Abstract
Calculations using the Hodgkin-Huxley and one-dimensional cable equations have been performed to determine the expected sensitivity of conduction and refractoriness to changes in the time constant of sodium channel deactivation at negative potentials, as reported experimentally by Rosen (Bioelectromagnetics 24 (2003) 517) when voltage-gated sodium channels are exposed to a 125 mT static magnetic field. The predicted changes in speed of conduction and refractory period are very small. © 2004 Elsevier Ltd. All rights reserved.
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- 2016
5. Minimum Information about a Cardiac Electrophysiology Experiment (MICEE): Standardised reporting for model reproducibility, interoperability, and data sharing
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Andrew D. McCulloch, Denis Noble, Stanley Nattel, Robert S. Kass, T A Quinn, Rebecca A.B. Burton, Chris R. Johnson, Raimond L. Winslow, Gentaro Iribe, Yoram Rudy, Gregory E. Morley, Ed White, James N. Weiss, Olga Solovyova, M. Fink, Paul G.A. Volders, Ronald Wilders, Wayne R. Giles, Yung E. Earm, Ken Wang, David A. Saint, Peng Sheng Chen, Elisabetta Cerbai, András Varró, David S. Rosenbaum, Dario DiFrancesco, Itsuo Kodama, M. Egger, Emilia Entcheva, Alan Garny, Maurits A. Allessie, Stephen J. Granite, Frederick Sachs, Vladimir S. Markhasin, T. Hannes, Erich Wettwer, Leslie Tung, Rodolphe Fischmeister, Charles Antzelevitch, Ursula Ravens, Natalia A. Trayanova, Frank B. Sachse, Peter Kohl, G. Koren, Gil Bub, José Jalife, Christian Bollensdorff, Michael R. Franz, Peter Hunter, Gary R. Mirams, Igor R. Efimov, Ulrich Schotten, Satoshi Matsuoka, Mario Delmar, Sylvain Richard, Alexander V. Panfilov, Peter Taggart, Søren-Peter Olesen, Sian E. Harding, Phillip Lord, Fysiologie, RS: CARIM School for Cardiovascular Diseases, Engineering & Physical Science Research Council (EPSRC), and British Heart Foundation
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Biochemistry & Molecular Biology ,VIRTUAL PHYSIOLOGICAL HUMAN ,Data Sharing ,Computer science ,Computational Modelling ,Interoperability ,Biophysics ,Information Dissemination ,Integration ,LANGUAGE ,030204 cardiovascular system & hematology ,computer.software_genre ,Models, Biological ,MICROARRAY EXPERIMENT MIAME ,Article ,03 medical and health sciences ,0302 clinical medicine ,EXCITATION ,Animals ,Humans ,STRATEGY ,SBML ,Molecular Biology ,030304 developmental biology ,0303 health sciences ,Science & Technology ,Cardiac electrophysiology ,CellML ,Minimum Information Standard ,0601 Biochemistry And Cell Biology ,Experimental data ,Reproducibility of Results ,Virtual Physiological Human ,Heart ,Reference Standards ,Data science ,Reproducibility ,Electrophysiological Phenomena ,Data sharing ,Research Design ,SYSTEMS BIOLOGY ,PHYSIOME ,Data mining ,Cardiac Electrophysiology ,Life Sciences & Biomedicine ,PROJECT ,computer - Abstract
Cardiac experimental electrophysiology is in need of a well-defined Minimum Information Standard for recording, annotating, and reporting experimental data. As a step towards establishing this, we present a draft standard, called Minimum Information about a Cardiac Electrophysiology Experiment (MICEE). The ultimate goal is to develop a useful tool for cardiac electrophysiologists which facilitates and improves dissemination of the minimum information necessary for reproduction of cardiac electrophysiology research, allowing for easier comparison and utilisation of findings by others. It is hoped that this will enhance the integration of individual results into experimental, computational, and conceptual models. In its present form, this draft is intended for assessment and development by the research community. We invite the reader to join this effort, and, if deemed productive, implement the Minimum Information about a Cardiac Electrophysiology Experiment standard in their own work. © 2011 Elsevier Ltd.
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- 2016
6. Modeling the heart
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Denis Noble
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Potassium Channels ,Calcium balance ,Heart Diseases ,Physiology ,Chemistry ,Models, Cardiovascular ,Animals ,Humans ,Heart ,Anatomy ,Potassium channel ,Biomedical engineering ,Degree (temperature) - Abstract
Models of the heart have been developed since 1960, starting with the discovery and modeling of potassium channels. The first models of calcium balance were made in the 1980s and have now reached a high degree of physiological detail. During the 1990s, these cell models were incorporated into anatomically detailed tissue and organ models.
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- 2016
7. Analysis of the chronotropic effect of acetylcholine on sinoatrial node cells
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Denis Noble, Mark R. Boyett, Arun V. Holden, and Henggui Zhang
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Chronotropic ,medicine.medical_specialty ,Potassium Channels ,Dose-Response Relationship, Drug ,business.industry ,Sinoatrial node ,Models, Biological ,Acetylcholine ,Endocrinology ,medicine.anatomical_structure ,Heart Rate ,Physiology (medical) ,Internal medicine ,Medicine ,Animals ,Calcium Channels ,Rabbits ,Cardiology and Cardiovascular Medicine ,business ,medicine.drug ,Sinoatrial Node - Abstract
INTRODUCTION: The ionic basis underlying the negative chronotropic effect of acetylcholine (ACh) on sinoatrial (SA) node cells is unresolved and controversial. In the present study, mathematical modeling was used to address this issue. METHODS AND RESULTS: The known concentration-dependent effects of ACh on iK,ACh, iCa,L, and i(f) were introduced into models of rabbit central and peripheral SA node cells. In the central and peripheral models, 9 x 10(-8) and 14 x 10(-8) M ACh, respectively, caused a 50% decrease in pacemaking rate, whereas in rabbit SA node to approximately 7.4 x 10(-8) M ACh caused such a decrease. In the models, iK,ACh was primarily responsible for the decrease and actions of ACh on iCa,L or i(f) alone caused a negligible effect. Although the inhibition of i(f) did not directly contribute to the chronotropic effect, it was indirectly important, because it minimized the opposition by i(f ) to the decrease of rate caused by activation of iK,ACh. The central model was more sensitive to ACh than the peripheral model. CONCLUSION: The chronotropic effect of ACh is principally the result of activation of iK,ACh, and inhibition of iCa,L plays little or no role. Inhibition of i(f) and possible inhibition of ib,Na play an important facilitative role by reducing the ability of i(f) and ib,Na to curtail the chronotropic effect caused by activation of iK,ACh.
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- 2016
8. The aims of systems biology: between molecules and organisms
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Denis Noble
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Cognitive science ,Genome ,Genotype ,Process (engineering) ,Genome, Human ,Self ,Systems biology ,Systems Biology ,Brain ,General Medicine ,Biology ,Causality ,Object (philosophy) ,Models, Biological ,Psychiatry and Mental health ,Phenotype ,Biophysics ,Animals ,Humans ,Pharmacology (medical) ,Gene Regulatory Networks ,Molecular Biology ,Biological network - Abstract
The systems approach to biology has a long history. Its recent rapid resurgence at the turn of the century reflects the problems encountered in interpreting the sequencing of the genome and the failure of that immense achievement to provide rapid and direct solutions to major multi-factorial diseases. This paper argues that systems biology is necessarily multilevel and that there is no privileged level of causality in biological systems. It is an approach rather than a separate discipline. Functionality arises from biological networks that interact with the genome, the environment and the phenotype. This view of biology is very different from the gene-centred views of neo-Darwinism and molecular biology. In neuroscience, the systems approach leads naturally to 2 important conclusions: first, that the idea of 'programs' in the brain is confusing, and second, that the self is better interpreted as a process than as an object.
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- 2016
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9. Dimensionality in cardiac modelling
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Denis Noble, Alan Garny, and Peter Kohl
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Models, Anatomic ,Theoretical computer science ,Ideal (set theory) ,Mathematical model ,business.industry ,Computer science ,Biophysics ,Models, Cardiovascular ,Heart ,Ion Channels ,Task (project management) ,Electrophysiology ,Animals ,Humans ,Node (circuits) ,Artificial intelligence ,Rabbits ,business ,Focus (optics) ,Molecular Biology ,Mechanoreceptors ,Curse of dimensionality ,Simple (philosophy) ,Communication channel ,Sinoatrial Node - Abstract
The development of mathematical models of the heart has been an ongoing concern for many decades. The initial focus of this work was on single cell models that incorporate varyingly detailed descriptions of the mechanisms that give rise to experimentally observed action potential shapes. Clinically relevant heart rhythm disturbances, however, are multicellular phenomena, and there have been many initiatives to develop multidimensional representations of cardiac electromechanical activity. Here, we discuss the merits of dimensionality, from 0D single cell models, to 1D cell strands, 2D planes and 3D volumes, for the simulation of normal and disturbed rhythmicity. We specifically look at models of: (i) the origin and spread of cardiac excitation from the sino-atrial node into atrial tissue, and (ii) stretch-activated channel effects on ventricular cell and tissue activity. Simulation of the spread of normal and disturbed cardiac excitation requires multicellular models. 1D architectures suffer from limitations in neighbouring tissue effects on individual cells, but they can (with some modification) be applied to the simulation of normal spread of excitation or, in ring-like structures, re-entry simulation (colliding wave fronts, tachycardia). 2D models overcome many of the limitations imposed by models of lower dimensionality, and can be applied to the study of complex co-existing re-entry patterns or even fibrillation. 3D implementations are closest to reality, as they allow investigation of scroll waves. Our results suggest that 2D models offer a good compromise between computational resources, complexity of electrophysiological models, and applicability to basic research, and that they should be considered as an important stepping-stone towards anatomically detailed simulations. This highlights the need to identify and use the most appropriate model for any given task. The notion of a single and ultimate model is as useful as the idea of a universal mechanical tool for all possible repairs and servicing requirements in daily life. The ideal model will be as simple as possible and as complex as necessary for the particular question raised. © 2004 Elsevier Ltd. All rights reserved.
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- 2016
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10. Mathematical models of the electrical action potential of Purkinje fibre cells
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Denis Noble, Mark R. Boyett, Oleg Aslanidi, Philip Stewart, Penelope J. Noble, and Henggui Zhang
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Mathematical model ,Chemistry ,Purkinje fibers ,General Mathematics ,General Engineering ,Action Potentials ,General Physics and Astronomy ,Human heart ,Models, Biological ,Purkinje Fibers ,Ventricular contraction ,Electrophysiology ,medicine.anatomical_structure ,Squid axon ,medicine ,cardiovascular system ,Animals ,Humans ,Myocyte ,Electrical conduction system of the heart ,Neuroscience - Abstract
Early development of ionic models for cardiac myocytes, from the pioneering modification of the Hodgkin–Huxley giant squid axon model by Noble to the iconic DiFrancesco–Noble model integrating voltage-gated ionic currents, ion pumps and exchangers, Ca 2+ sequestration and Ca 2+ -induced Ca 2+ release, provided a general description for a mammalian Purkinje fibre (PF) and the framework for modern cardiac models. In the past two decades, development has focused on tissue-specific models with an emphasis on the sino-atrial (SA) node, atria and ventricles, while the PFs have largely been neglected. However, achieving the ultimate goal of creating a virtual human heart will require detailed models of all distinctive regions of the cardiac conduction system, including the PFs, which play an important role in conducting cardiac excitation and ensuring the synchronized timing and sequencing of ventricular contraction. In this paper, we present details of our newly developed model for the human PF cell including validation against experimental data. Ionic mechanisms underlying the heterogeneity between the PF and ventricular action potentials in humans and other species are analysed. The newly developed PF cell model adds a new member to the family of human cardiac cell models developed previously for the SA node, atrial and ventricular cells, which can be incorporated into an anatomical model of the human heart with details of its electrophysiological heterogeneity and anatomical complexity.
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- 2016
11. Influence of Na/Ca exchange stoichiometry on model cardiac action potentials
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Denis Noble
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Chemistry ,General Neuroscience ,Heart Ventricles ,Inorganic chemistry ,Guinea Pigs ,Models, Cardiovascular ,Action Potentials ,Cardiac action potential ,Heart ,Resting potential ,General Biochemistry, Genetics and Molecular Biology ,Calcium in biology ,Sodium-Calcium Exchanger ,Kinetics ,History and Philosophy of Science ,Biophysics ,Animals ,Heart Atria ,Current (fluid) ,Stoichiometry - Abstract
Cardiac action potential simulations were done with the stoichiometry of the Na/Ca exchanger set a 4: 1. Using the Hilgemann-Noble (1987) model, this stoichiometry reduces the resting potential unless regulation by intracellular calcium is incorporated. The K(d) required for such regulation is consistent with current experimental estimates of this parameter.
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- 2016
12. A carbon and nitrogen flux model of mussel digestive gland epithelial cells and their simulated response to pollutants
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Phil Dyke, Denis Noble, J.I. Allen, Michael Moore, and Allan McVeigh
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Time Factors ,Nitrogen ,chemistry.chemical_element ,Aquatic Science ,Protein degradation ,Oceanography ,Models, Biological ,Animals ,Polycyclic Aromatic Hydrocarbons ,Organism ,Pollutant ,chemistry.chemical_classification ,biology ,Ecology ,Epithelial Cells ,General Medicine ,Mussel ,Bivalvia ,biology.organism_classification ,Pollution ,Carbon ,Hydrocarbon ,chemistry ,Liver ,Environmental chemistry ,Flux (metabolism) - Abstract
The mussel digestive gland epithelial cells provide a key interface between the organism and pollutants such as aromatic hydrocarbons. The simulation of their uptake and export mechanisms as well as an internal protein degradation pathway, and any subsequent disruption to any of them, has been undertaken. A computational model is described, which simulates the flow of carbon and nitrogen through a mussel's digestive cell. The model uses a compartmentalised view of the cell with inviolate 'pipelines' connecting each of the volume-variable partitions. Only the major physiological pathways relevant to the flow of either carbon or nitrogen or volume are modelled. Simulated response to hydrocarbon exposure is examined.
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- 2016
13. Functional significance of Na+/Ca2+ exchangers co-localization with ryanodine receptors
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Robert Hinch, Anna A. Sher, Penelope J. Noble, Denis Noble, and David J. Gavaghan
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medicine.medical_specialty ,Ryanodine receptor ,Chemistry ,General Neuroscience ,Endoplasmic reticulum ,Ryanodine Receptor Calcium Release Channel ,Models, Theoretical ,musculoskeletal system ,General Biochemistry, Genetics and Molecular Biology ,Sodium-Calcium Exchanger ,Coupling (electronics) ,Co localization ,Endocrinology ,History and Philosophy of Science ,Internal medicine ,medicine ,Biophysics ,Functional significance ,Animals - Abstract
Co-localization of Na + /Ca 2+ exchangers (NCX) with ryanodine receptors (RyRs) is debated. We incorporate local NCX current in a biophysically detailed model of L-type Ca 2+ channels (LCCs) and RyRs and study the effect of NCX on the regulation of Ca 2+ -induced Ca 2+ release and the shape of the action potential. In canine ventricular cells, under pathological conditions, e.g., impaired LCCs, local NCXs become an enhancer of sarcoplasmic reticulum release. Under such conditions incorporation of local NCXs is critical to accurately capture mechanisms of excitation-contraction coupling.
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- 2016
14. Mechano-electric interactions in heterogeneous myocardium: development of fundamental experimental and theoretical models
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Olga Solovyova, Peter Kohl, Vladimir S. Markhasin, Leonid B. Katsnelson, Denis Noble, and Yu. L. Protsenko
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Cardiac function curve ,Materials science ,Contraction (grammar) ,Time Factors ,Myocardium ,Biophysics ,Theoretical models ,Cardiac muscle ,Models, Cardiovascular ,Heart ,Anatomy ,Isometric exercise ,Models, Theoretical ,Contractility ,Electrophysiology ,medicine.anatomical_structure ,Duplex (building) ,Heart Conduction System ,medicine ,Animals ,Humans ,Electrical conduction system of the heart ,Molecular Biology - Abstract
The heart is structurally and functionally a highly non-homogenous organ, yet its main function as a pump can only be achieved by the co-ordinated contraction of millions of ventricular cells. This apparent contradiction gives rise to the hypothesis that 'well-organised' inhomogeneity may be a pre-requisite for normal cardiac function. Here, we present a set of novel experimental and theoretical tools for the study of this concept. Heterogeneity, in its most condensed form, can be simulated using two individually controlled, mechanically interacting elements (duplex). We have developed and characterised three different types of duplexes: (i) biological duplex, consisting of two individually perfused biological samples (like thin papillary muscles or a trabeculae), (ii) virtual duplex, made-up of two interacting mathematical models of cardiac muscle, and (iii) hybrid duplex, containing a biological sample that interacts in real-time with a virtual muscle. In all three duplex types, in-series or in-parallel mechanical interaction of elements can be studied during externally isotonic, externally isometric, and auxotonic modes of contraction and relaxation. Duplex models, therefore, mimic (patho-)physiological mechano-electric interactions in heterogeneous myocardium at the multicellular level, and in an environment that allows one to control mechanical, electrical and pharmacological parameters. Results obtained using the duplex method show that: (i) contractile elements in heterogeneous myocardium are not 'independent' generators of tension/shortening, as their ino- and lusitropic characteristics change dynamically during mechanical interaction-potentially matching microscopic contractility to macroscopic demand, (ii) mechanical heterogeneity contributes differently to action potential duration (APD) changes, depending on whether mechanical coupling of elements is in-parallel or in-series, which may play a role in mechanical tuning of distant tissue regions, (iii) electro-mechanical activity of mechanically interacting contractile elements is affected by their activation sequence, which may optimise myocardial performance by smoothing intrinsic differences in APD. In conclusion, we present a novel set of tools for the experimental and theoretical investigation of cardiac mechano-electric interactions in healthy and/or diseased heterogeneous myocardium, which allows for the testing of previously inaccessible concepts.
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- 2016
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15. Modelling the heart: insights, failures and progress
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Denis Noble
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Models, Anatomic ,Time Factors ,Mathematical model ,Process (engineering) ,Computer science ,Biological clock ,Heart ,Models, Theoretical ,General Biochemistry, Genetics and Molecular Biology ,Field (computer science) ,Dogs ,Action (philosophy) ,Risk analysis (engineering) ,Biological Clocks ,Animals ,Humans ,Calcium ,Software - Abstract
Mathematical models of the heart have developed over a period of about 40 years. Cell types in all regions of the heart have been modelled and they are now being incorporated into anatomically detailed models of the whole organ. This combination is leading to the creation of the first 'virtual organ,' which is being used in drug discovery and testing, and in simulating the action of devices, such as cardiac defibrillators. Simulation is a necessary tool of analysis in attempting to understand biological complexity. We often learn as much from the failures as from the successes of mathematical models. It is the iterative interaction between experiment and simulation that is important. Examples are given where this process has been instrumental in some of the major advances in the field.
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- 2016
16. Multistability property in cardiac ionic models of mammalian and human ventricular cells
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Denis Noble, David J. Gavaghan, Elena Surovyatkina, and Anna A. Sher
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medicine.medical_specialty ,Cardiac rhythms ,Property (programming) ,Heart rhythm disorders ,Heart Ventricles ,Biophysics ,Ion Channels ,Internal medicine ,medicine ,Animals ,Humans ,Ventricular Function ,Molecular Biology ,Ion channel ,Multistability ,Mammals ,Chemistry ,Models, Cardiovascular ,Human heart ,Arrhythmias, Cardiac ,Cardiology ,cardiovascular system ,Test protocol ,Anti-Arrhythmia Agents ,Neuroscience - Abstract
The underlying mechanisms of irregular cardiac rhythms are still poorly understood. Many experimental and modeling studies are aimed at identifying factors which cause cardiac arrhythmias. However, a lack of understanding of heart rhythm dynamical properties makes it difficult to uncover precise mechanisms of electrical instabilities, and hence to predict the onset of heart rhythm disorders. We review and compare the existing methods of studying cardiac dynamics, including restitution protocol (S1-S2), dynamic restitution protocol and multistability test protocol (S1-CI-S2). We focus on cardiac cell dynamics to elucidate regularities of heart rhythm. We demonstrate the advantages of our newly proposed systematic approach of analysis of cardiac cell dynamics using mammalian Luo Rudy 1991 and human ventricular Ten Tusscher 2006 single cell models under healthy and diseased conditions such as altered K(+) or Ca(2+) related currents. We investigate the role of ionic properties and the shape of an action potential on the nonlinear dynamics of electrical processes in periodically stimulated cardiac cells. We show the existence of multistability property for human ventricular cells. Moreover, the multistability is proposed to be an intrinsic property of cardiac cells, and is also suggested to be one of the mechanisms which could underlie the sudden triggering of life-threatening ventricular arrhythmias in the human heart.
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- 2016
17. Application of cardiac electrophysiology simulations to pro‐arrhythmic safety testing
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Denis Noble, Gary R. Mirams, Yi Cui, Peter Kohl, Mark R. Davies, and British Heart Foundation
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Drug-Related Side Effects and Adverse Reactions ,HODGKIN-HUXLEY EQUATIONS ,ANTIARRHYTHMIC-DRUG ,hERG ,Drug Evaluation, Preclinical ,QT prolongation ,Pharmacology ,arrhythmia ,EARLY AFTERDEPOLARIZATIONS ,LATE SODIUM CURRENT ,Ion Channels ,Cardiac cell ,COMPUTER-SIMULATION ,Animals ,Humans ,Medicine ,Computer Simulation ,Pharmacology & Pharmacy ,Safety testing ,Science & Technology ,biology ,ACTION-POTENTIAL DURATION ,business.industry ,Cardiac electrophysiology ,Cardiac myocyte ,SINGLE-CHANNEL RECORDINGS ,Models, Cardiovascular ,Arrhythmias, Cardiac ,Heart ,Drug development ,Torsade de Pointes ,QT INTERVAL PROLONGATION ,SYSTEMS BIOLOGY ,NA+ CHANNEL ,biology.protein ,computer model ,1115 Pharmacology and Pharmaceutical Sciences ,Review with Commentary ,Electrophysiologic Techniques, Cardiac ,business ,Life Sciences & Biomedicine ,Neuroscience - Abstract
Concerns over cardiac side effects are the largest single cause of compound attrition during pharmaceutical drug development. For a number of years, biophysically detailed mathematical models of cardiac electrical activity have been used to explore how a compound, interfering with specific ion-channel function, may explain effects at the cell-, tissue- and organ-scales. With the advent of high-throughput screening of multiple ion channels in the wet-lab, and improvements in computational modelling of their effects on cardiac cell activity, more reliable prediction of pro-arrhythmic risk is becoming possible at the earliest stages of drug development. In this paper, we review the current use of biophysically detailed mathematical models of cardiac myocyte electrical activity in drug safety testing, and suggest future directions to employ the full potential of this approach. LINKED ARTICLE This article is commented on by Gintant, pp. 929–931 of this issue. To view this commentary visit http://dx.doi.org/10.1111/j.1476-5381.2012.02096.x
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- 2012
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18. Simulation of multiple ion channel block provides improved early prediction of compounds’ clinical torsadogenic risk
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Bronagh M. Heath, Anna A. Sher, Yi Cui, Gary R. Mirams, David J. Gavaghan, Jonathan Cooper, Denis Noble, Nick McMahon, and Martin Fink
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ERG1 Potassium Channel ,Patch-Clamp Techniques ,Physiology ,Action Potentials ,Torsade-de-pointes ,Drug action ,030204 cardiovascular system & hematology ,Pharmacology ,Sodium Channels ,Ion Channels ,NAV1.5 Voltage-Gated Sodium Channel ,0302 clinical medicine ,Sodium channel blocker ,Risk Factors ,Torsades de Pointes ,media_common ,0303 health sciences ,biology ,Chemistry ,Models, Cardiovascular ,Calcium Channel Blockers ,Risk prediction ,3. Good health ,Rabbits ,Cardiology and Cardiovascular Medicine ,medicine.drug ,Sodium Channel Blockers ,Drug ,Calcium Channels, L-Type ,media_common.quotation_subject ,hERG ,Guinea Pigs ,Torsades de pointes ,Drug development ,Transfection ,Risk Assessment ,03 medical and health sciences ,Dogs ,Physiology (medical) ,medicine ,Potassium Channel Blockers ,Animals ,Humans ,Computer Simulation ,030304 developmental biology ,Dose-Response Relationship, Drug ,Sodium channel ,Potassium channel blocker ,Original Articles ,medicine.disease ,Ether-A-Go-Go Potassium Channels ,Kinetics ,HEK293 Cells ,Computer modelling ,biology.protein - Abstract
AIMS: The level of inhibition of the human Ether-à-go-go-related gene (hERG) channel is one of the earliest preclinical markers used to predict the risk of a compound causing Torsade-de-Pointes (TdP) arrhythmias. While avoiding the use of drugs with maximum therapeutic concentrations within 30-fold of their hERG inhibitory concentration 50% (IC(50)) values has been suggested, there are drugs that are exceptions to this rule: hERG inhibitors that do not cause TdP, and drugs that can cause TdP but are not strong hERG inhibitors. In this study, we investigate whether a simulated evaluation of multi-channel effects could be used to improve this early prediction of TdP risk. METHODS AND RESULTS: We collected multiple ion channel data (hERG, Na, L-type Ca) on 31 drugs associated with varied risks of TdP. To integrate the information on multi-channel block, we have performed simulations with a variety of mathematical models of cardiac cells (for rabbit, dog, and human ventricular myocyte models). Drug action is modelled using IC(50) values, and therapeutic drug concentrations to calculate the proportion of blocked channels and the channel conductances are modified accordingly. Various pacing protocols are simulated, and classification analysis is performed to evaluate the predictive power of the models for TdP risk. We find that simulation of action potential duration prolongation, at therapeutic concentrations, provides improved prediction of the TdP risk associated with a compound, above that provided by existing markers. CONCLUSION: The suggested calculations improve the reliability of early cardiac safety assessments, beyond those based solely on a hERG block effect.
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- 2011
19. Harnessing stochasticity: How do organisms make choices?
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Denis Noble and Raymond Noble
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Primates ,0301 basic medicine ,030103 biophysics ,Computer science ,Population Dynamics ,Agency (philosophy) ,Immunoglobulins ,General Physics and Astronomy ,Environment ,Choice Behavior ,03 medical and health sciences ,Animals ,Humans ,Plant Physiological Phenomena ,Mathematical Physics ,Stochastic Processes ,Applied Mathematics ,Novelty ,Statistical and Nonlinear Physics ,DNA ,030104 developmental biology ,Nonlinear Dynamics ,Risk analysis (engineering) ,Immune System ,Mutation ,Drosophila - Abstract
Choice in the behavior of organisms involves novelty, which may be unpredictable. Yet in retrospect, we can usually provide a rationale for the choice. A deterministic view of life cannot explain this. The solution to this paradox is that organisms can harness stochasticity through which they can generate many possible solutions to environmental challenges. They must then employ a comparator to find the solution that fits the challenge. What therefore is unpredictable in prospect can become comprehensible in retrospect. Harnessing stochastic and/or chaotic processes is essential to the ability of organisms to have agency and to make choices.
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- 2018
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20. Recent developments in using mechanistic cardiac modelling for drug safety evaluation
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Mark R, Davies, Ken, Wang, Gary R, Mirams, Antonello, Caruso, Denis, Noble, Antje, Walz, Thierry, Lavé, Franz, Schuler, Thomas, Singer, and Liudmila, Polonchuk
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ComputingMethodologies_PATTERNRECOGNITION ,Keynote ,Decision Making ,Drug Discovery ,food and beverages ,Animals ,Humans ,Computer Simulation ,Heart ,Pharmacokinetics ,Review ,Models, Biological ,Risk Assessment - Abstract
Highlights • Modelling and simulation can streamline decision making in drug safety testing. • Computational cardiac electrophysiology is a mature technology with a long heritage. • There are many challenges and opportunities in using in silico techniques in future. • We discuss how models can be used at different stages of drug discovery. • CiPA will combine screening platforms, human cell assays and in silico predictions., On the tenth anniversary of two key International Conference on Harmonisation (ICH) guidelines relating to cardiac proarrhythmic safety, an initiative aims to consider the implementation of a new paradigm that combines in vitro and in silico technologies to improve risk assessment. The Comprehensive In Vitro Proarrhythmia Assay (CiPA) initiative (co-sponsored by the Cardiac Safety Research Consortium, Health and Environmental Sciences Institute, Safety Pharmacology Society and FDA) is a bold and welcome step in using computational tools for regulatory decision making. This review compares and contrasts the state-of-the-art tools from empirical to mechanistic models of cardiac electrophysiology, and how they can and should be used in combination with experimental tests for compound decision making., In this article we present how in silico cardiac modelling has matured into a decision making tool in drug discovery, contrast the different approaches being proposed and show the opportunities and challenges that lie ahead for its acceptance by regulators.
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- 2015
21. Simulation of Na/Ca Exchange Activity during Ischemia
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Denis Noble
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Sodium ,Kinetics ,Ischemia ,chemistry.chemical_element ,Calcium ,Sodium-Calcium Exchanger ,General Biochemistry, Genetics and Molecular Biology ,Calcium in biology ,History and Philosophy of Science ,Calcium flux ,Extracellular ,medicine ,Animals ,Sodium-calcium exchanger ,General Neuroscience ,Models, Cardiovascular ,Arrhythmias, Cardiac ,medicine.disease ,Biochemistry ,chemistry ,Biophysics ,Extracellular Space - Abstract
Simulation of sodium-calcium exchange activity during the rise of intracellular sodium that occurs during ischemia suggests that the exchanger may not reverse direction except transiently during calcium oscillations. This conclusion depends on the presence of a small resting leak of calcium into the cell, consistent with radioactive calcium flux measurements. The conditions for intracellular calcium to rise to around 3 microM were explored. A combination of extracellular potassium accumulation and extracellular sodium depletion is sufficient to explain this result. The computations also show a counterintuitive result concerning the role of the exchanger in the mechanism of calcium oscillations. Reducing its activity would be expected to enhance these oscillations, whereas increasing it can reduce or suppress oscillations. If such oscillations play a role in acute ischemic arrhythmias, then block of Na/Ca exchange may not be therapeutic.
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- 2006
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22. Modelling of calcium handling in airway myocytes
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Denis Noble, Etienne Roux, Marko Marhl, and Penelope J. Noble
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medicine.medical_specialty ,Respiratory System ,Biophysics ,chemistry.chemical_element ,Stimulation ,Inositol 1,4,5-Trisphosphate ,Calcium ,Biology ,Models, Biological ,Membrane Potentials ,Internal medicine ,medicine ,Extracellular ,Animals ,Humans ,Myocyte ,Calcium Signaling ,Molecular Biology ,Membrane potential ,Muscle Cells ,Endoplasmic reticulum ,Depolarization ,Acetylcholine ,Mitochondria ,Sarcoplasmic Reticulum ,Endocrinology ,chemistry ,medicine.drug - Abstract
Airway myocytes are the primary effectors of airway reactivity which modulates airway resistance and hence ventilation. Stimulation of airway myocytes results in an increase in the cytosolic Ca 2+ concentration ([Ca 2+ ] i ) and the subsequent activation of the contractile apparatus. Many contractile agonists, including acetylcholine, induce [Ca 2+ ] i increase via Ca 2+ release from the sarcoplasmic reticulum through InsP 3 receptors. Several models have been developed to explain the characteristics of InsP 3 -induced [Ca 2+ ] i responses, in particular Ca 2+ oscillations. The article reviews the modelling of the major structures implicated in intracellular Ca 2+ handling, i.e., InsP 3 receptors, SERCAs, mitochondria and Ca 2+ -binding cytosolic proteins. We developed theoretical models specifically dedicated to the airway myocyte which include the major mechanisms responsible for intracellular Ca 2+ handling identified in these cells. These biocomputations pointed out the importance of the relative proportion of InsP 3 receptor isoforms and the respective role of the different mechanisms responsible for cytosolic Ca 2+ clearance in the pattern of [Ca 2+ ] i variations. We have developed a theoretical model of membrane conductances that predicts the variations in membrane potential and extracellular Ca 2+ influx. Stimulation of this model by simulated increase in [Ca 2+ ] i predicts membrane depolarisation, but not great enough to trigger a significant opening of voltage-dependant Ca 2+ channels. This may explain why airway contraction induced by cholinergic stimulation does not greatly depend on extracellular calcium. The development of such models of airway myocytes is important for the understanding of the cellular mechanisms of airway reactivity and their possible modulation by pharmacological agents.
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- 2006
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23. Systems: What's In a Name?
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Denis Noble
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Societies, Scientific ,History ,Psychoanalysis ,Physiology ,Systems Biology ,Terminology as Topic ,medicine ,Animals ,Humans ,Anxiety ,Almost everywhere ,medicine.symptom - Abstract
The Paradox I begin this Editorial with a paradox. Since becoming IUPS President at the Kyoto Congress in 2009, I have lectured and spoken with physiological scientists around the world. Almost everywhere, I have encountered anxiety about the role of physiology and how it is under-valued in
- Published
- 2011
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24. Special issue on 'Toward physiome based therapeutics'
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Denis Noble, Chae Hun Leem, and Eun Bo Shim
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Patient-Specific Modeling ,Engineering ,Heart Diseases ,Proteome ,business.industry ,Biophysics ,Models, Cardiovascular ,Data science ,Physiome ,Metabolome ,Animals ,Humans ,business ,Molecular Biology - Published
- 2014
25. Rate-dependent activation failure in isolated cardiac cells and tissue due to Na+ channel block
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David J. Paterson, A J Spindler, Anthony Varghese, and Denis Noble
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Lidocaine ,Physiology ,In silico ,Heart Ventricles ,Guinea Pigs ,Action Potentials ,Pharmacology ,In Vitro Techniques ,Integrative Cardiovascular Physiology and Pathophysiology ,Physiology (medical) ,Heart rate ,medicine ,Ic50 values ,Animals ,Computer Simulation ,Myocytes, Cardiac ,Voltage-Gated Sodium Channel Blockers ,Chemistry ,Myocardium ,Rate dependent ,Models, Cardiovascular ,Heart ,Models, Theoretical ,Papillary Muscles ,In vitro ,Cardiology and Cardiovascular Medicine ,Anti-Arrhythmia Agents ,medicine.drug - Abstract
While it is well established that class-I antiarrhythmics block cardiac sodium channels, the mechanism of action of therapeutic levels of these drugs is not well understood. Using a combination of mathematical modeling and in vitro experiments, we studied the failure of activation of action potentials in single ventricular cells and in tissue caused by Na+ channel block. Our computations of block and unblock of sodium channels by a theoretical class-Ib antiarrhythmic agent predict differences in the concentrations required to cause activation failure in single cells as opposed to multicellular preparations. We tested and confirmed these in silico predictions with in vitro experiments on isolated guinea-pig ventricular cells and papillary muscles stimulated at various rates (2–6.67 Hz) and exposed to various concentrations (5 × 10−6 to 500 × 10−6 mol/l) of lidocaine. The most salient result was that whereas large doses (5 × 10−4 mol/l or higher) of lidocaine were required to inhibit action potentials temporarily in single cells, much lower doses (5 × 10−6 mol/l), i.e., therapeutic levels, were sufficient to have the same effect in papillary muscles: a hundredfold difference. Our experimental results and mathematical analysis indicate that the syncytial nature of cardiac tissue explains the effects of clinically relevant doses of Na+ channel blockers.
- Published
- 2014
26. Evolution evolves: physiology returns to centre stage
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Denis, Noble, Eva, Jablonka, Michael J, Joyner, Gerd B, Müller, and Stig W, Omholt
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Genotype ,Physiology ,Special Issue: The Integration of Evolutionary Biology With Physiological Science ,Animals ,History, 20th Century ,Biological Evolution ,History, 21st Century ,Physiological Phenomena - Published
- 2014
27. Characterization of Na/Ca exchange in plasmalemmal vesicles from zona fasciculata cells of the bovine adrenal gland
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Annick Guyot, Christian Brunold, Denis Noble, André Bilbaut, O. Rougier, and Carlos Ojeda
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inorganic chemicals ,medicine.medical_specialty ,Sodium ,Membrane vesicle ,Biophysics ,chemistry.chemical_element ,Calcium ,Biochemistry ,Sodium-Calcium Exchanger ,Divalent ,Zona fasciculata ,Internal medicine ,Adrenal Glands ,medicine ,Animals ,Na+/K+-ATPase ,Epithelial polarity ,chemistry.chemical_classification ,Sodium-calcium exchanger ,Chemistry ,Vesicle ,Cell Membrane ,Cell Biology ,Na/Ca exchange ,Molecular biology ,medicine.anatomical_structure ,Endocrinology ,Cattle ,Adrenal cell ,Zona Fasciculata - Abstract
The presence of an Na/Ca exchange system in fasciculata cells of the bovine adrenal gland was tested using isolated plasmalemmal vesicles. In the presence of an outwardly Na(+) gradient, Ca(2+) uptake was about 2-fold higher than in K(+) condition. Li(+) did not substitute for Na(+) and 5 mM Ni(2+) inhibited Ca(2+) uptake. Ca(2+) efflux from Ca(2+)-loaded vesicles was Na(+)-stimulated and Ni(2+)-inhibited. The saturable part of Na(+)-dependent Ca(2+) uptake displayed Michaelis-Menten kinetics. The relationship of Na(+)-dependent Ca(2+) uptake versus intravesicular Na(+) concentration was sigmoid (apparent K(0.5) approximately 24 mM; Hill number approximately 3) and Na(+) acted on V(max) without significant effect on K(m). Na(+)-stimulated Ca(2+) uptake was temperature-dependent (apparent Q(10) approximately 2.2). The inhibition properties of several divalent cations (Cd(2+), Sr(2+), Ni(2+), Ba(2+), Mn(2+), Mg(2+)) were tested and were similar to those observed in kidney basolateral membrane. The above results indicate the presence of an Na/Ca exchanger located on plasma membrane of zona fasciculata cells of bovine adrenal gland. This exchanger displays similarities with that of renal basolateral cell membrane.
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- 2000
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28. IUPS and the Future of Physiology
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Julie Chan, Peter D. Wagner, Penny Hansen, Walter F. Boron, and Denis Noble
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Physiology ,business.industry ,Science ,media_common.quotation_subject ,Closing (real estate) ,Environmental ethics ,Ceremony ,Research Personnel ,Animals ,Humans ,Conviction ,Medicine ,business ,Forecasting ,media_common - Abstract
At the closing ceremony of the Congress in Kyoto, Japan, in 2009, the President of IUPS made a clear promise on behalf of the whole of Council: What on earth does IUPS exist for? We need to give back to you, to the young and upcoming physiologists the conviction that we are creating the environment
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- 2015
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29. Modelling myocardial ischaemia and reperfusion
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Denis Noble, Frederick F.‐T. Ch'en, Richard D. Vaughan-Jones, and Kieran Clarke
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medicine.medical_specialty ,Contraction (grammar) ,Metabolite ,Myocardial Ischemia ,Biophysics ,Ischemia ,Myocardial Reperfusion ,chemistry.chemical_compound ,Sarcolemma ,ATP hydrolysis ,medicine ,Animals ,Humans ,Myocyte ,Molecular Biology ,Adenine Nucleotides ,Chemistry ,Myocardium ,Models, Cardiovascular ,Computational Biology ,Heart ,Hydrogen-Ion Concentration ,medicine.disease ,Myocardial Contraction ,Cardiovascular physiology ,Surgery ,Electrophysiology ,Energy Metabolism ,Myofibril ,Algorithms ,Glycogen - Abstract
Substrate depletion and increased intracellular acidity are believed to underlie clinically important manifestations of myocardial ischaemia. Recent advances in measuring ion concentrations and metabolite changes have provided a wealth of detail on the processes involved. Coupled with the rapid increase in computing power, this has allowed the development of a mathematical model of cardiac metabolism in normal and ischaemic conditions. Pre-existing models of cardiac cells such as Oxsoft HEART contain highly developed dynamic descriptions of cardiac electrical activity. While biophysically detailed, these models do not yet incorporate biochemical changes. Modelling of bioenergetic changes was based and verified against whole heart NMR spectroscopy. In the model, ATP hydrolysis and generation are calculated simultaneously as a function of [Pi]i. Simulation of pH regulation was based on the pHi dependency of acid efflux, examined in time-course studies of pHi recovery (measured in myocytes with the fluorophore carboxy-SNARF-1) from imposed acid and alkali loads. The force-[Ca2+]i relationship of myofibrils was used as the basis of modelling H+ competition with Ca2+, and thus of pH effects on contraction. This complex description of biochemically important changes in myocardial ischaemia was integrated into the OXSOFT models. The model is sufficiently complete to simulate calcium-overload arrhythmias during ischaemia and reperfusion-induced arrhythmias. The timecourse of both metabolite and pH changes correlates well with clinical and experimental studies. The model possesses predictive power, as it aided the identification of electrophysiological effects of therapeutic interventions such as Na(+)-H+ block. It also suggests a strategy for the control of cardiac arrhythmias during calcium overload by regulating sodium-calcium exchange. In summary, we have developed a biochemically and biophysically detailed model that provides a novel approach to studying myocardial ischaemia and reperfusion.
- Published
- 1998
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30. Physiology is rocking the foundations of evolutionary biology
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Denis, Noble
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Physiology ,Animals ,Humans ,Selection, Genetic ,Biological Evolution ,Molecular Biology - Abstract
The 'Modern Synthesis' (Neo-Darwinism) is a mid-20th century gene-centric view of evolution, based on random mutations accumulating to produce gradual change through natural selection. Any role of physiological function in influencing genetic inheritance was excluded. The organism became a mere carrier of the real objects of selection, its genes. We now know that genetic change is far from random and often not gradual. Molecular genetics and genome sequencing have deconstructed this unnecessarily restrictive view of evolution in a way that reintroduces physiological function and interactions with the environment as factors influencing the speed and nature of inherited change. Acquired characteristics can be inherited, and in a few but growing number of cases that inheritance has now been shown to be robust for many generations. The 21st century can look forward to a new synthesis that will reintegrate physiology with evolutionary biology.
- Published
- 2013
31. Mechanosensitive connective tissue: potential influence on heart rhythm
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Peter Kohl and Denis Noble
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Pathology ,medicine.medical_specialty ,Heart disease ,Physiology ,Connective tissue ,Inflammation ,Biology ,Feedback ,Fibrosis ,Physiology (medical) ,medicine ,Animals ,Humans ,Fibroblast ,Sinoatrial Node ,Pressure overload ,Arrhythmias, Cardiac ,Fibroblasts ,medicine.disease ,Myocardial Contraction ,medicine.anatomical_structure ,Connective Tissue ,Circulatory system ,Mechanosensitive channels ,medicine.symptom ,Cardiology and Cardiovascular Medicine ,Signal Transduction - Abstract
Connective tissue is an essential component of cardiac histo-architecture. In particular the sinus node region of the healthy heart is rich in fibrous connective tissue [l]. The distinctive division of sino-atria1 node cells in multiple strands of different size reported in the original first description of the node by Keith and Flack [2] appears to be brought about by cardiac fibroblasts forming sheet-like extensions that enwrap groups of pacemaker cells [3]. According to different quantitative studies, connective tissue occupies between 45% [4] and 73% [5] of the volume of the sinus node in man. A number of pathological states is associated with excessive growth of fibrous tissue in other parts of the heart. These pathologies include focal scar development in regions of myocardial ischaemia and infarction, or more scattered fibrosis induced by inflammation during rheumatic heart disease and other processes. The predominant contribution of fibroblasts to post-traumatic atria1 or ventricular restoration is based on their sustained proliferative potential in the adult organism, while myocyte proliferation is confined mainly to fetal periods of development t6,71. Cardiac fibroblasts are known to be mechanosensitive. They respond to mechanical stimulation by changes in gene expression and collagen synthesis in vivo [8,9] and in vitro [lo]. This generative response to changes in the mechanical environment is assumed to find clinical expression in fibrosis induced by pressure overload [l l] and tissue dilatation [ 121. Recently, cardiac fibroblasts have been implicated as a possible alternative substrate for some forms of cardiac mechano-electric feedback [13] observed in the sino-atria1 node region and in cardiac scar tissue [14]. This short
- Published
- 1996
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32. Functional Roles of Sodium-Calcium Exchange in Normal and Abnormal Cardiac Rhythm
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Jean Yves Leguennec, Denis Noble, and Raimond L. Winslow
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medicine.medical_specialty ,Chemistry ,General Neuroscience ,Sodium ,Arrhythmias, Cardiac ,Models, Biological ,Sodium-Calcium Exchanger ,General Biochemistry, Genetics and Molecular Biology ,Rhythm ,Endocrinology ,History and Philosophy of Science ,Heart Rate ,Sodium:calcium exchange ,Internal medicine ,medicine ,Animals ,Calcium ,Carrier Proteins - Published
- 1996
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33. Is it time for in silico simulation of drug cardiac side effects?
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Gary R, Mirams and Denis, Noble
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ERG1 Potassium Channel ,Torsades de Pointes ,Drug Evaluation, Preclinical ,Models, Cardiovascular ,Animals ,Humans ,Heart ,Ether-A-Go-Go Potassium Channels ,Ion Channels - Abstract
Cardiac simulation is used to integrate information on drug action to predict side effects on the whole heart. Could simulation begin to replace animal models?
- Published
- 2012
34. Mechanosensitive fibroblasts in the sino-atrial node region of rat heart: interaction with cardiomyocytes and possible role
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Denis Noble, Andre Kamkin, Irina Kiseleva, and Peter Kohl
- Subjects
Chronotropic ,medicine.medical_specialty ,Diastole ,Cell Communication ,Models, Biological ,Membrane Potentials ,Heart Conduction System ,Internal medicine ,Heart rate ,medicine ,Animals ,Myocyte ,Rats, Wistar ,Atrium (heart) ,Fibroblast ,Cells, Cultured ,Sinoatrial Node ,Chemistry ,Myocardium ,Cell Membrane ,General Medicine ,Fibroblasts ,Atrial Function ,Myocardial Contraction ,Electric Stimulation ,Rats ,Cell biology ,Electrophysiology ,medicine.anatomical_structure ,cardiovascular system ,Cardiology ,Mechanosensitive channels ,Microelectrodes - Abstract
The positive chronotropic response of the heart to stretch of the right atrium is one of the major mechanisms adjusting the heart rate to variations in venous return on a beat-by-beat basis. The precise pathway of this mechano-electric feedback and its cellular basis are uncertain. In this study, a possible contribution of mechanosensitive fibroblasts, abundant in the sino-atrial node region, was investigated using a mathematical model of the electrical interaction of a mechanosensitive fibroblast and a sino-atrial pacemaker cell. Electrophysiological evidence for a bio-electrical interaction of mechanosensitive fibroblasts with surrounding cardiomyocytes has been studied in (i) the isolated spontaneously beating atrium of rat hearts, and (ii) cell cultures of the neonatal rat heart. These investigations were performed using (i) double-barrelled floating microelectrodes for intracellular potential registrations, and (ii) the double whole cell patch-clamp technique. It was shown that cardiac fibroblasts and surrounding cardiomyocytes can be either electrically well isolated from each other, or coupled both capacitively and electrotonically. The electrophysiological data obtained were incorporated into the OXSOFT HEART program. Assuming that equivalent coupling may occur between mechanosensitive fibroblasts and sino-atrial pacemaker cells, a heterologous cell pair consisting of one fibroblast and one sino-atrial node myocyte connected by ten to thirty single gap junctional channels with a conductance of 30 pS was modelled. The model of the electrotonic interaction of these cells showed that stretch of the fibroblast during atrial diastole, simulating increased atrial wall tension during atrial filling, can raise the spontaneous depolarization rate of the pacemaker cell in a stretch-dependent manner by up to 24%. These results show that cardiac mechanosensitive fibroblasts could form a cellular basis for the positive chronotropic response of the heart to stretch of the right atrium.
- Published
- 1994
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35. Successes and failures in modeling heart cell electrophysiology
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Denis Noble
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Models, Anatomic ,medicine.medical_specialty ,Mathematical model ,Cardiac electrophysiology ,business.industry ,Systems biology ,CellML ,Heart ,Biology ,Computational physiology ,Physiology (medical) ,Internal medicine ,medicine ,Cardiology ,Animals ,Humans ,Cell electrophysiology ,Myocytes, Cardiac ,Cardiac Electrophysiology ,Cardiology and Cardiovascular Medicine ,Software engineering ,business - Abstract
Mathematical models of the electrical activity of the heart using equations for protein ion channels and other transporters began with the Noble 1962 model. These models then developed over a period of about 50 years. Cell types in all regions have been modeled and now are available for download from the CellML website (www.cellml.org). Simulation is a necessary tool of analysis in attempting to understand biological complexity. We often learn as much from the failures as from the successes of mathematical models. It is the iterative interaction between experiment and simulation that is important.
- Published
- 2011
36. Ca²⁺-induced delayed afterdepolarizations are triggered by dyadic subspace Ca2²⁺ affirming that increasing SERCA reduces aftercontractions
- Author
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Penelope J. Noble, Martin Fink, and Denis Noble
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SERCA ,Physiology ,Action Potentials ,030204 cardiovascular system & hematology ,Sodium-Calcium Exchanger ,Sarcoplasmic Reticulum Calcium-Transporting ATPases ,Diffusion ,03 medical and health sciences ,0302 clinical medicine ,Physiology (medical) ,Oscillometry ,Repolarization ,Animals ,Humans ,Computer Simulation ,Delayed afterdepolarizations ,Excitation Contraction Coupling ,030304 developmental biology ,Heart Failure ,0303 health sciences ,Sodium-calcium exchanger ,Chemistry ,Ryanodine receptor ,Cardiac Excitation and Contraction ,Myocardium ,Excitation–contraction coupling ,Models, Cardiovascular ,Ryanodine Receptor Calcium Release Channel ,Multiple species ,Myocardial Contraction ,Kinetics ,Sarcoplasmic Reticulum ,cardiovascular system ,Calcium ,Cardiology and Cardiovascular Medicine ,Neuroscience - Abstract
Ca2+-induced delayed afterdepolarizations (DADs) are depolarizations that occur after full repolarization. They have been observed across multiple species and cell types. Experimental results have indicated that the main cause of DADs is Ca2+ overload. The main hypothesis as to their initiation has been Ca2+ overflow from the overloaded sarcoplasmic reticulum (SR). Our results using 37 previously published mathematical models provide evidence that Ca2+-induced DADs are initiated by the same mechanism as Ca2+-induced Ca2+ release, i.e., the modulation of the opening of ryanodine receptors (RyR) by Ca2+ in the dyadic subspace; an SR overflow mechanism was not necessary for the induction of DADs in any of the models. The SR Ca2+ level is better viewed as a modulator of the appearance of DADs and the magnitude of Ca2+ release. The threshold for the total Ca2+ level within the cell (not only the SR) at which Ca2+ oscillations arise in the models is close to their baseline level (∼1- to 3-fold). It is most sensitive to changes in the maximum sarco(endo)plasmic reticulum Ca2+-ATPase (SERCA) pump rate (directly proportional), the opening probability of RyRs, and the Ca2+ diffusion rate from the dyadic subspace into the cytosol (both indirectly proportional), indicating that the appearance of DADs is multifactorial. This shift in emphasis away from SR overload as the trigger for DADs toward a multifactorial analysis could explain why SERCA overexpression has been shown to suppress DADs (while increasing contractility) and why DADs appear during heart failure (at low SR Ca2+ levels).
- Published
- 2011
37. Internal K ions modulate the action of external cations on hyperpolarization-activated inward current in rabbit isolated sinoatrial node cells
- Author
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Denis Noble, Won-Kyung Ho, and H F Brown
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Physiology ,Sodium ,Clinical Biochemistry ,Cesium ,chemistry.chemical_element ,In Vitro Techniques ,Ion Channels ,Cations ,Physiology (medical) ,medicine ,Animals ,Binding site ,Ion transporter ,Sinoatrial Node ,Chemistry ,Sinoatrial node ,Pipette ,Conductance ,Anatomy ,Membrane transport ,Hyperpolarization (biology) ,Electrophysiology ,medicine.anatomical_structure ,Potassium ,Biophysics ,Rabbits - Abstract
We have investigated the effect of change in external Na+ concentration on the hyperpolarization-activated inward current (I(f)) in the presence of different internal cations. Rabbit single isolated sinoatrial node cells were studied using the whole-cell patch-clamp technique. With 140 mM K+ pipettes, lowering [Na+]o causes the fully activated I/V curve for I(f) to shift in a negative direction without a significant decrease of the slope conductance. The PNa/PK ratio, as defined by the Goldman-Hodgkin-Katz equation, is concentration-dependent: the lower the [Na+]o, the higher PNa/PK. The conductance/concentration relationship for I(f) shows saturation at low [Na+]o or [K+]o, indicating that the channel has a strong affinity for external cations. With 140 mM Cs+ pipettes, the I/V curve shows strong inward rectification and inward I(f) current decreases almost proportionally to the decrease in [Na+]o; the conductance/concentration relationship for I(f) shifts to the right suggesting that the binding affinity of the external binding site is reduced. These results suggest that the I(f) channel is a multi-ion channel with a high-affinity external binding site, the affinity of which is modulated by internal cations.
- Published
- 1993
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38. Background inward current in ventricular and atrial cells of the guinea-pig
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S. J. Noble, Denis Noble, T. Kiyosue, and A J Spindler
- Subjects
medicine.medical_specialty ,Potassium Channels ,Heart Ventricles ,Sodium ,Guinea Pigs ,chemistry.chemical_element ,Protonation ,Ion Channels ,Sodium Channels ,General Biochemistry, Genetics and Molecular Biology ,Choline ,Membrane Potentials ,Internal medicine ,medicine ,Animals ,Heart Atria ,Tromethamine ,Atrium (heart) ,Cells, Cultured ,General Environmental Science ,Ionic radius ,General Immunology and Microbiology ,Chemistry ,Electric Conductivity ,Conductance ,Heart ,General Medicine ,Permeation ,Perfusion ,Quaternary Ammonium Compounds ,Crystallography ,medicine.anatomical_structure ,Endocrinology ,Ventricle ,Calcium Channels ,General Agricultural and Biological Sciences ,Selectivity ,Ion Channel Gating - Abstract
Atrial and ventricular myocytes were exposed to Ca$^{2+}$- and K$^{+}$-free solutions containing blockers of gated channel and exchange currents. Replacement of external sodium by large organic cations revealed a background sodium current i$\_{\text{b,Na}}$. In atrial cells, the average conductance was 5.0 pS pF$^{-1}$. In ventricular cells the conductance was 2.3 pS pF$^{-1}$. Together with previous results, these figures reveal a strong gradient of background current density: sinus > atrium > ventricle. Replacement of sodium with inorganic cations showed that the channel selectivity behaves like an Eisenman group III/IV sequence, in agreement with previous results. The permeability of the channel to TMA was found to be pH dependent, suggesting that protonation of the channel is a factor determining permeation in addition to ionic size. The values of g$\_{\text{b,Na}}$ obtained from these experiments are very similar to those assumed in computer modelling of cardiac cell electrical activity.
- Published
- 1993
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39. The regulation of intracellular Mg2+ in guinea-pig heart, studied with Mg(2+)-selective microelectrodes and fluorochromes
- Author
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C. H. Fry, V. W. Twist, A. Buri, Denis Noble, T.P.S. Powell, Shuhau Chen, John A. S. McGuigan, H. Illner, and E. Kickenweiz
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Intracellular Fluid ,inorganic chemicals ,Fura-2 ,Sodium ,Guinea Pigs ,Kinetics ,chemistry.chemical_element ,In Vitro Techniques ,chemistry.chemical_compound ,Animals ,Magnesium ,Ion transporter ,Fluorescent Dyes ,Ion Transport ,Ion exchange ,Chemistry ,Myocardium ,General Medicine ,Anatomy ,Hydrogen-Ion Concentration ,Membrane transport ,Dissociation constant ,Microelectrodes ,Nuclear chemistry - Abstract
Because of the reported presence of a Na(+)-Mg2+ exchanger in guinea-pig but not in ferret myocardium, the Mg2+ extrusion mechanism in guinea-pig myocardium has been reinvestigated using Mg(2+)- and Na(+)- selective microelectrodes and the fluorochromes mag-fura-2 and -5. The mean [Mg2+]i measured with microelectrodes in trabeculae or papillary muscles was 0.72 mmol/l (n = 22, thirteen experiments; range 0.42-1.23 mmol/l). Increasing [Mg2+]o from 0.5 mmol/l to either 10.5 or 20 mmol/l caused small increases in [Mg2+]i. Decreasing [Na+]o by 50% had no effect on the [Mg2+]i and there was no change in [Na+]i on increasing [Mg2+]o from 0.5 to 10.5 mmol/l. Varying pHo or changing pHi with NH4Cl did not influence the [Mg2+]i. In vitro calibration of mag-fura-2 and -5 using the ratio method gave values for K'd (experimentally determined dissociation constant) of 22.2 +/- 2.7 (mean +/- S.D., n = 7) and 25.7 +/- 1.3 (n = 4) mmol/l respectively. Mag-fura-2 reacted to physiological concentrations of Ca2+ and mag-fura-5 to changes in pH. In isolated myocytes, Na+ removal gave an apparent increase of [Mg2+]i with mag-fura-2 but not with mag-fura-5. However, when the pHi was altered with NH4Cl mag-fura-5 showed an apparent decrease in [Mg2+]i on application and an apparent increase on removal, with a time course similar to the pHi changes. It is concluded that Mg2+ extrusion in guinea-pig myocardium is not via a Na(+)-Mg2+ exchanger. The use of mag-fura-2 and -5 are limited in their application because of Ca2+ and H+ sensitivity respectively.
- Published
- 1993
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40. Neo-Darwinism, the modern synthesis and selfish genes: are they of use in physiology?
- Author
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Denis, Noble
- Subjects
Phenotype ,Genotype ,Special Section Reviews: Systems Biology in a Physiological World ,Systems Biology ,Animals ,Selection, Genetic ,Biological Evolution - Abstract
This article argues that the gene-centric interpretations of evolution, and more particularly the selfish gene expression of those interpretations, form barriers to the integration of physiological science with evolutionary theory. A gene-centred approach analyses the relationships between genotypes and phenotypes in terms of differences (change the genotype and observe changes in phenotype). We now know that, most frequently, this does not correctly reveal the relationships because of extensive buffering by robust networks of interactions. By contrast, understanding biological function through physiological analysis requires an integrative approach in which the activity of the proteins and RNAs formed from each DNA template is analysed in networks of interactions. These networks also include components that are not specified by nuclear DNA. Inheritance is not through DNA sequences alone. The selfish gene idea is not useful in the physiological sciences, since selfishness cannot be defined as an intrinsic property of nucleotide sequences independently of gene frequency, i.e. the ‘success’ in the gene pool that is supposed to be attributable to the ‘selfish’ property. It is not a physiologically testable hypothesis.
- Published
- 2010
41. Systems biology: an approach
- Author
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Denis Noble, T A Quinn, Peter Kohl, and Edmund J. Crampin
- Subjects
Operations research ,Systems biology ,MEDLINE ,Biology ,Models, Biological ,Domain (software engineering) ,03 medical and health sciences ,0302 clinical medicine ,Genetics ,Feature (machine learning) ,Animals ,Humans ,Mainstream ,Pharmacology (medical) ,Set (psychology) ,030304 developmental biology ,Pharmacology ,0303 health sciences ,Genome ,business.industry ,Systems Biology ,Data science ,Field (geography) ,Phenotype ,Pharmacology, Clinical ,The Internet ,business ,030217 neurology & neurosurgery - Abstract
In just over a decade, Systems Biology has moved from being an idea, or rather a disparate set of ideas, to a mainstream feature of research and funding priorities. Institutes, departments, and centers of various flavors of Systems Biology have sprung up all over the world. An Internet search now produces more than 2 million hits. Of the 2,800 entries in PubMed with "Systems Biology" in either the title or the abstract, only two papers were published before 2000, and >90% were published in the past five years. In this article, we interpret Systems Biology as an approach rather than as a field or a destination of research. We illustrate that this approach is productive for the exploration of systems behavior, or "phenotypes," at all levels of structural and functional complexity, explicitly including the supracellular domain, and suggest how this may be related conceptually to genomes and biochemical networks. We discuss the role of models in Systems Biology and conclude with a consideration of their utility in biomedical research and development.
- Published
- 2010
42. Competing oscillators in cardiac pacemaking: historical background
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Martin Fink, Penelope J. Noble, and Denis Noble
- Subjects
medicine.medical_specialty ,Physiology ,Chemistry ,medicine.medical_treatment ,Cell Membrane ,Models, Cardiovascular ,chemistry.chemical_element ,Heart ,Calcium ,Calcium in biology ,Cardiac pacemaker ,Ion Channels ,Endocrinology ,Heart Conduction System ,Internal medicine ,medicine ,Animals ,Humans ,Calcium Signaling ,Cardiology and Cardiovascular Medicine ,Neuroscience ,Ion channel - Abstract
Abstract : Interaction between a membrane oscillator generated by voltage-dependent ion channels and an intracellular calcium signal oscillator was present in the earliest models (1984 to 1985) using representations of the sarcoplasmic reticulum. Oscillatory release of calcium is inherent in the calcium-induced calcium release process. Those historical results fully support the synthesis proposed in the articles in this review series. The oscillator mechanisms do not primarily compete with each; they entrain each other. However, there is some asymmetry: the membrane oscillator can continue indefinitely in the absence of the calcium oscillator. The reverse seems to be true only in pathological conditions. Studies from tissue-level work and on the development of the heart also provide valuable insights into the integrative action of the cardiac pacemaker.
- Published
- 2010
43. Pharmacodynamic effects in the cardiovascular system: the modeller's view
- Author
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Martin Fink and Denis Noble
- Subjects
Pharmacology ,Drug-Related Side Effects and Adverse Reactions ,Mechanism (biology) ,Long QT syndrome ,Cardiac metabolism ,Action Potentials ,MODELLER ,Torsades de pointes ,General Medicine ,Drug action ,Biology ,Toxicology ,medicine.disease ,Cardiovascular System ,Models, Biological ,Ion Channels ,Markov Chains ,Sodium:calcium exchange ,Cardiovascular Diseases ,medicine ,Animals ,Humans ,Myocytes, Cardiac ,Neuroscience - Abstract
Cardiovascular disease, and the cardiovascular side effects of drugs, are essentially multifactorial problems involving interactions between many proteins, dependent on highly organized cell, tissue and organ structures. This is one reason why the side effects of drugs are often unanticipated. It is impossible to unravel such problems without using a systems approach, i.e. focussing on processes, not just molecular components. This inevitably involves modelling as the interactions require quantitative analysis. Modelling is a tool of analysis aimed at understanding, first, and predicting, eventually. We illustrate these principles using modelling of the heart. Models of the cardiac myocyte have benefited from several decades of interaction between experimentation and simulation. They are now sufficiently detailed to have been of use in the development of new drug compounds like ranolazine and ivabradine. With the help of cardiac modelling, we have also been able to unravel the mechanisms underlying the beneficial effect of sodium calcium exchange block for long QT syndrome (LQTS) 2 and LQTS3 patients. Detailed models of the interaction between ion channels and blocking agents provide the basis for modelling drug action from basic principles and predict changes in the inhomogeneous tissue of the heart. We demonstrate that mathematical models are beneficial for unravelling the complex interactions of pharmacodynamics in the heart. Embedding these detailed biophysical cellular scale models into anatomically correct models of the ventricle geometry will enable reconstructions of Torsades de Pointes arrhythmias and of fibrillation, providing a mechanism for linking detailed cellular scale experimental data to clinical applications.
- Published
- 2010
44. Biophysics and systems biology
- Author
-
Denis Noble
- Subjects
General Mathematics ,Systems biology ,Biophysics ,General Physics and Astronomy ,Evolution, Molecular ,computational biology ,Animals ,Humans ,mathematical biology ,Set (psychology) ,Complex systems biology ,Molecular Biology ,Evolutionary theory ,Mathematical and theoretical biology ,Stochastic Processes ,Systems Biology ,Molecular biophysics ,General Engineering ,Articles ,Nerve impulse ,Field (geography) ,cell biophysics ,Genetic Engineering - Abstract
Biophysics at the systems level, as distinct from molecular biophysics, acquired its most famous paradigm in the work of Hodgkin and Huxley, who integrated their equations for the nerve impulse in 1952. Their approach has since been extended to other organs of the body, notably including the heart. The modern field of computational biology has expanded rapidly during the first decade of the twenty-first century and, through its contribution to what is now called systems biology, it is set to revise many of the fundamental principles of biology, including the relations between genotypes and phenotypes. Evolutionary theory, in particular, will require re-assessment. To succeed in this, computational and systems biology will need to develop the theoretical framework required to deal with multilevel interactions. While computational power is necessary, and is forthcoming, it is not sufficient. We will also require mathematical insight, perhaps of a nature we have not yet identified. This article is therefore also a challenge to mathematicians to develop such insights.
- Published
- 2010
45. Ionic Mechanisms Determining the Timing of Ventricular Repolarization: Significance for Cardiac Arrhythmias
- Author
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Denis Noble
- Subjects
medicine.medical_specialty ,Ventricular Repolarization ,Potassium Channels ,Chemistry ,General Neuroscience ,Action Potentials ,Myocardial Contraction ,Sodium Channels ,General Biochemistry, Genetics and Molecular Biology ,Afterdepolarization ,History and Philosophy of Science ,Heart Conduction System ,Internal medicine ,Potassium ,medicine ,Cardiology ,Animals ,Humans ,Ventricular Function ,Sodium-Potassium-Exchanging ATPase ,Ion Channel Gating - Published
- 1992
- Full Text
- View/download PDF
46. Origins of systems biology in William Harvey's masterpiece on the movement of the heart and the blood in animals
- Author
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Denis Noble and Charles Auffray
- Subjects
mathematical deduction: experimental verification ,Systems biology ,media_common.quotation_subject ,Zoology ,Biology ,William Harvey ,Catalysis ,History, 17th Century ,Inorganic Chemistry ,lcsh:Chemistry ,Animals ,Physical and Theoretical Chemistry ,Function (engineering) ,Molecular Biology ,lcsh:QH301-705.5 ,Spectroscopy ,media_common ,Movement (music) ,Communication ,Interpretation (philosophy) ,Organic Chemistry ,Heart ,heart rhythm ,systems biology ,General Medicine ,Models, Theoretical ,Computer Science Applications ,Epistemology ,Test (assessment) ,Heart Rhythm ,lcsh:Biology (General) ,lcsh:QD1-999 ,Blood circulation ,Blood Circulation ,circulation of the blood - Abstract
In this article we continue our exploration of the historical roots of systems biology by considering the work of William Harvey. Central arguments in his work on the movement of the heart and the circulation of the blood can be shown to presage the concepts and methods of integrative systems biology. These include: (a) the analysis of the level of biological organization at which a function (e.g. cardiac rhythm) can be said to occur; (b) the use of quantitative mathematical modelling to generate testable hypotheses and deduce a fundamental physiological principle (the circulation of the blood) and (c) the iterative submission of his predictions to an experimental test. This article is the result of a tri-lingual study: as Harvey's masterpiece was published in Latin in 1628, we have checked the original edition and compared it with and between the English and French translations, some of which are given as notes to inform the reader of differences in interpretation.
- Published
- 2009
47. The Role of Sodium - Calcium Exchange during the Cardiac Action Potential
- Author
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Denis Noble, Won-Kyung Ho, Glenna C.L. Bett, Yung E. Earm, Insuk So, and S. J. Noble
- Subjects
Calcium metabolism ,Sodium-calcium exchanger ,Ventricular function ,Chemistry ,General Neuroscience ,Sodium ,Action Potentials ,Heart ,Cardiac action potential ,Pharmacology ,Atrial Function ,Sodium-Calcium Exchanger ,General Biochemistry, Genetics and Molecular Biology ,Cardiovascular physiology ,History and Philosophy of Science ,Sodium:calcium exchange ,Animals ,Ventricular Function ,Calcium ,Carrier Proteins ,Software - Published
- 1991
- Full Text
- View/download PDF
48. Computational models of the heart and their use in assessing the actions of drugs
- Author
-
Denis Noble
- Subjects
medicine.medical_specialty ,Potassium Channels ,Ranolazine ,Sodium Channels ,Sodium current ,Electrocardiography ,Internal medicine ,SAFER ,Medicine ,Repolarization ,Animals ,Humans ,Computer Simulation ,cardiovascular diseases ,Intensive care medicine ,Pharmacology ,Fibrillation ,Computational model ,business.industry ,lcsh:RM1-950 ,Models, Cardiovascular ,Arrhythmias, Cardiac ,Heart ,lcsh:Therapeutics. Pharmacology ,Action (philosophy) ,Cardiology ,cardiovascular system ,Molecular Medicine ,Calcium ,medicine.symptom ,business ,medicine.drug - Abstract
Models of cardiac cells are sufficiently well developed to answer questions concerning the actions of drugs on repolarization and the initiation of arrhythmias. These models can be used to characterize drug-receptor action profiles that would be expected to avoid arrhythmia and so help to identify drugs that may be safer. Several examples of such action profiles are presented here, including a recently-developed blocker of persistent sodium current, ranolazine. The models have also been incorporated into tissue and organ models that enable arrhythmia to be modelled also at these levels. Work at these levels can reproduce both re-entrant arrhythmia and fibrillation. Keywords:: cardiac cell model, cardiac organ model, repolarization, early after-depolarization (EAD), delayed after-depolarization (DAD)
- Published
- 2008
49. Life and mechanosensitivity
- Author
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Peter Kohl and Denis Noble
- Subjects
business.industry ,Biophysics ,Medicine ,Animals ,Humans ,business ,Molecular Biology ,Mechanotransduction, Cellular - Published
- 2008
50. The role of the Na+/Ca2+ exchangers in Ca2+ dynamics in ventricular myocytes
- Author
-
Denis Noble, Robert Hinch, Penelope J. Noble, David J. Gavaghan, and Anna A. Sher
- Subjects
medicine.medical_specialty ,Ventricular function ,Ryanodine receptor ,Chemistry ,Endoplasmic reticulum ,Heart Ventricles ,Sodium ,Biophysics ,Sodium-Calcium Exchanger ,Endocrinology ,Internal medicine ,medicine ,Functional significance ,Myocyte ,Animals ,Humans ,Ventricular Function ,Calcium ,Myocytes, Cardiac ,Ventricular myocytes ,Molecular Biology - Abstract
The role of the Na+/Ca2+ exchanger (NCX) as the main pathway for Ca2+ extrusion from ventricular myocytes is well established. However, both the role of the Ca2+ entry mode of NCX in regulating local Ca2+ dynamics and the role of the Ca2+ exit mode during the majority of the physiological action potential (AP) are subjects of controversy. The functional significance of NCXs location in T-tubules and potential co-localization with ryanodine receptors was examined using a local Ca2+ control model of low computational cost. Our simulations demonstrate that under physiological conditions local Ca2+ and Na+ gradients are critical in calculating the driving force for NCX and hence in predicting the effect of NCX on AP. Under physiological conditions when 60% of NCXs are located on T-tubules, NCX may be transiently inward within the first 100 ms of an AP and then transiently outward during the AP plateau phase. Thus, during an AP NCX current (INCX) has three reversal points rather than just one. This provides a resolution to experimental observations where Ca2+ entry via NCX during an AP is inconsistent with the time at which INCX is thought to become inward. A more complex than previously believed dynamic regulation of INCX during AP under physiological conditions allows us to interpret apparently contradictory experimental data in a consistent conceptual framework. Our modelling results support the claim that NCX regulates the local control of Ca2+ and provide a powerful tool for future investigations of the control of sarcoplasmic reticulum (SR) Ca2+ release under pathological conditions.
- Published
- 2007
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