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    1. Computational and Systems Biology
    2. Genetics and Genomics

    Time-resolved mapping of genetic interactions to model rewiring of signaling pathways

    Florian Heigwer et al.
    Genetic interaction analysis by combinatorial genetic perturbation and high-throughput imaging maps time- and context-dependent crosstalk between signaling pathways.
    1. Computational and Systems Biology

    Linking traits based on their shared molecular mechanisms

    Yael Oren et al.
    Systematic analysis of a broad spectrum of behavioral and physiological traits reveals novel relationships among complex traits, and resolves their underlying combination of genetic loci and molecular mechanisms.
    1. Human Biology and Medicine

    Diagnostically relevant facial gestalt information from ordinary photos

    Quentin Ferry et al.
    An automatic computer vision analysis approach can assist in the diagnosis of rare genetic disorders by using ordinary photographs of patients.
    1. Structural Biology and Molecular Biophysics
    2. Human Biology and Medicine

    Structure-based discovery of fiber-binding compounds that reduce the cytotoxicity of amyloid beta

    Lin Jiang et al.
    By using structural methods to screen compounds for their ability to interact with amyloid beta, researchers have identified small molecules that stabilize amyloid fibers and reduce the toxic effect of smaller aggregates on cells.
    1. Computational and Systems Biology
    2. Ecology

    Lotka-Volterra pairwise modeling fails to capture diverse pairwise microbial interactions

    Babak Momeni et al.
    With mathematical modeling being an important source of insight for microbial communities, we may need to move beyond commonly-used pairwise models that do not capture microbial interactions.
    1. Human Biology and Medicine

    Point of View: Competency-based assessment for the training of PhD students and early-career scientists

    Michael F Verderame et al.
    A method to assess the training of scientists, based on a set of 10 core competencies, is proposed.
    1. Biochemistry and Chemical Biology
    2. Neuroscience

    Point of View: Looking back and looking forward at Janelia

    Gerald M Rubin, Erin K O'Shea
    The Janelia Research Campus opened its doors 12 years ago: we describe the philosophy underpinning Janelia, the lessons learned, and plans for the future.
    1. Computational and Systems Biology

    Point of View: Data science for the scientific life cycle

    Daphne Ezer, Kirstie Whitaker
    Each stage of the scientific life cycle stands to benefit from the introduction of data science techniques.