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    1. Developmental Biology

    Building the vertebrate codex using the gene breaking protein trap library

    Noriko Ichino et al.
    The analysis of the first 1000 revertible protein trap alleles in zebrafish resulted in new functional genomic annotations and produced a panel of potential new models of human disease.
    1. Genetics and Genomics

    Alternative polyadenylation mediates genetic regulation of gene expression

    Briana E Mittleman et al.
    Genetic variation can impact multiple levels of gene regulation and disease through alternative polyadenylation.
    1. Neuroscience

    Brain aging comprises many modes of structural and functional change with distinct genetic and biophysical associations

    Stephen M Smith et al.
    Imaging of structure and function in the brain from thousands of participants was used along with genetics and biophysical measures to study many different aspects of how the brain ages.
    1. Genetics and Genomics
    2. Plant Biology

    Genomic basis for drought resistance in European beech forests threatened by climate change

    Markus Pfenninger et al.
    European beech harbours substantial genetic variation at genomic loci associated with drought resistance and newly identified loci can help to accelerate and monitor adaptation to climate change.
    1. Computational and Systems Biology

    Essential metabolism for a minimal cell

    Marian Breuer et al.
    A near-complete flux balance analysis model of a minimal cell demonstrates the high essentiality of its metabolic genes, agrees well with experimental essentiality data and suggests some further gene removals.
    1. Evolutionary Biology
    2. Genetics and Genomics

    The whale shark genome reveals patterns of vertebrate gene family evolution

    Milton Tan et al.
    The new whale shark genome assembly represents the best gapless chondrichthyan genome assembly yet, and comparative genomic analyses provide insights into the evolution of vertebrate genome origins, immunity, and gigantism.
    1. Computational and Systems Biology
    2. Neuroscience

    Graphical-model framework for automated annotation of cell identities in dense cellular images

    Shivesh Chaudhary et al.
    Unbiased and automatic annotation using structured prediction framework with efficiently built data-driven atlases is more accurate than registration-based methods for cell identifications in dense images and enables fast whole-brain analysis.
    1. Immunology and Inflammation

    Biological controls for standardization and interpretation of adaptive immune receptor repertoire profiling

    Johannes Trück et al.
    The needs and challenges of AIRR-seq controls are presented.
    1. Plant Biology

    A roadmap for gene functional characterisation in crops with large genomes: Lessons from polyploid wheat

    Nikolai M Adamski et al.
    The development of genomic tools and publicly available resources in polyploid wheat provides a framework to understand biologically important traits in crops with large genomes.
    1. Genetics and Genomics
    2. Immunology and Inflammation

    Improving oligo-conjugated antibody signal in multimodal single-cell analysis

    Terkild B Buus et al.
    Oligo-conjugated antibodies are a powerful tool but require thorough optimization to reduce background signal, increase sensitivity, and reduce sequencing costs.