147 results found
    1. Computational and Systems Biology
    2. Neuroscience

    NetPyNE, a tool for data-driven multiscale modeling of brain circuits

    Salvador Dura-Bernal, Benjamin A Suter ... William W Lytton
    The NetPyNE software tool provides a framework to efficiently develop, simulate, optimize and analyze experimentally grounded neural models spanning the molecular, cellular and circuit scales.
    1. Computational and Systems Biology
    2. Medicine

    Clinical phenotypes in acute and chronic infarction explained through human ventricular electromechanical modelling and simulations

    Xin Zhou, Zhinuo Jenny Wang ... Blanca Rodriguez
    Human-based electromechanical simulations reveal electrocardiogram biomarkers are better indicators of pro-arrhythmic substrate after myocardial infarction than ejection fraction.
    1. Cell Biology
    2. Physics of Living Systems

    Principles of self-organization and load adaptation by the actin cytoskeleton during clathrin-mediated endocytosis

    Matthew Akamatsu, Ritvik Vasan ... David G Drubin
    An experimentally constrained multiscale mathematical model predicts that branched actin networks self-organize at endocytic sites and bend to produce force, which was verified with cryo-electron tomography of intact cells.
    1. Computational and Systems Biology
    2. Neuroscience

    Combining hypothesis- and data-driven neuroscience modeling in FAIR workflows

    Olivia Eriksson, Upinder Singh Bhalla ... Jeanette Hellgren Kotaleski
    Increased usability and validity of neuroscience models, through FAIR workflows for the whole modeling process, including data and model management, parameter estimation, uncertainty quantification, and model analysis.
    1. Computational and Systems Biology

    Toward the cellular-scale simulation of motor-driven cytoskeletal assemblies

    Wen Yan, Saad Ansari ... Michael Shelley
    aLENS implements new parallel methods to resolve cytoskeletal assembly dynamics with high stability, physical consistency, and scalability.
    1. Structural Biology and Molecular Biophysics

    Explicit ion modeling predicts physicochemical interactions for chromatin organization

    Xingcheng Lin, Bin Zhang
    The physicochemical interactions among wild-type nucleosomes hold substantial significance and play a role in chromatin folding under physiological salt concentrations.
    1. Computational and Systems Biology
    2. Neuroscience

    Diverse and complex muscle spindle afferent firing properties emerge from multiscale muscle mechanics

    Kyle P Blum, Kenneth S Campbell ... Lena H Ting
    Diverse muscle spindle firing, critical for a range of sensorimotor behaviors, is compactly explained by first principles of force development in specialized muscle fibers within the sensors.
    1. Developmental Biology

    A minimally sufficient model for rib proximal-distal patterning based on genetic analysis and agent-based simulations

    Jennifer L Fogel, Daniel L Lakeland ... Francesca V Mariani
    Specification and expansion during rib development is explained by Agent-Based Modeling while respecting the locality of decision-making that occurs as millions of cells coordinate their behavior to form and refine spatial pattern.
    1. Genetics and Genomics
    2. Neuroscience

    Transcriptional cartography integrates multiscale biology of the human cortex

    Konrad Wagstyl, Sophie Adler ... Armin Raznahan
    An atlas of cortical expression for 20,781 genes in the adult human brain, validated against multiscale datasets, from neuroimaging measures of structure and function to molecular cell and layer markers.
    1. Computational and Systems Biology

    Homeostasis, injury, and recovery dynamics at multiple scales in a self-organizing mouse intestinal crypt

    Louis Gall, Carrie Duckworth ... Carmen Pin
    Novel modelling strategies can integrate the dynamics of processes regulating the intestinal epithelium at multiple scales in homeostasis and following perturbations to provide unprecedented insights into the biology of the epithelium and support the development of safer novel drug candidates.

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