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    1. Evolutionary Biology
    2. Physics of Living Systems

    Design of an optimal combination therapy with broadly neutralizing antibodies to suppress HIV-1

    Colin LaMont, Jakub Otwinowski ... Armita Nourmohammad
    Computational evolutionary model to predict the efficacy of broadly neutralizing antibodies (bNAbs) in suppressing HIV and to design optimal combination therapy with bNAbs.
    1. Neuroscience

    The NeuroML ecosystem for standardized multi-scale modeling in neuroscience

    Ankur Sinha, Padraig Gleeson ... Robin Angus Silver
    The NeuroML model description language, with its extensive software ecosystem, supports researchers in the development of FAIR, data-driven, biologically detailed models of neural systems.
    1. Biochemistry and Chemical Biology
    2. Structural Biology and Molecular Biophysics

    Epistatic mutations in PUMA BH3 drive an alternate binding mode to potently and selectively inhibit anti-apoptotic Bfl-1

    Justin M Jenson, Jeremy A Ryan ... Amy E Keating
    Short peptides that bind tightly to anti-apoptotic protein Bfl-1 but not other Bcl-2 family members provide a tool for diagnosing cancer cell survival mechanisms and a lead for developing new therapeutics.
    1. Computational and Systems Biology
    2. Genetics and Genomics

    Cutting Edge: Lessons from Fraxinus, a crowd-sourced citizen science game in genomics

    Ghanasyam Rallapalli, Fraxinus Players ... Dan MacLean
    A citizen science game reveals play interest patterns that could inform crowdsourcing experiment design.
    1. Neuroscience

    Characterizing a psychiatric symptom dimension related to deficits in goal-directed control

    Claire M Gillan, Michal Kosinski ... Nathaniel D Daw
    A dimensional approach to psychiatry demonstrates the specificity and generalizability of a neurocognitive marker of compulsive behavior and intrusive thought via large-scale online testing.
    1. Neuroscience

    Ultrafast simulation of large-scale neocortical microcircuitry with biophysically realistic neurons

    Viktor J Oláh, Nigel P Pedersen, Matthew JM Rowan
    Artificial neural networks can faithfully recapitulate realistic neuronal behavior with dramatically accelerated simulation runtimes, empowering accessible large-scale realistic network simulations.
    1. Computational and Systems Biology

    The functional form of value normalization in human reinforcement learning

    Sophie Bavard, Stefano Palminteri
    Challenging a popular theory in neuroeconomics, a computational cognitive study provides evidence against divisive normalization, a supposedly canonical neural computation, in favor of an alternative account, range normalization, in the context of value learning.
    1. Neuroscience

    MotorNet, a Python toolbox for controlling differentiable biomechanical effectors with artificial neural networks

    Olivier Codol, Jonathan A Michaels ... Paul L Gribble
    MotorNet is a Python toolbox for training artificial neural networks to control arbitrarily complex, differentiable, and biomechanically realistic musculo-skeletal effectors on user-defined sensorimotor tasks.
    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

    Designed α-sheet peptides inhibit amyloid formation by targeting toxic oligomers

    Gene Hopping, Jackson Kellock ... Valerie Daggett
    Novel designed alpha-sheet peptides inhibit amyloidosis in two different systems and preferentially bind the toxic oligomer.