Tools and Resources

A Tools and Resources article allows authors to publish the details of new experimental techniques, datasets, software tools, and other resources.

Latest articles

    1. Computational and Systems Biology

    OpenSpliceAI provides an efficient modular implementation of SpliceAI enabling easy retraining across nonhuman species

    Kuan-Hao Chao, Alan Mao ... Mihaela Pertea
    OpenSpliceAI is an open, retrainable framework for splice site prediction that enables rapid, memory-efficient, cross-species analyses at scale with accuracy comparable to SpliceAI.
    1. Neuroscience

    Longitudinal assessment of DREADD expression and efficacy in the monkey brain

    Yuji Nagai, Yukiko Hori ... Takafumi Minamimoto
    Designer Receptors Exclusively Activated by Designer Drug (DREADD) expression in macaque brains peaks around 2 months after adeno-associated virus injection and remains stable for over a year before gradually declining.
    1. Neuroscience

    Exploring neurodevelopment via spatiotemporal collation of anatomical networks with NeuroSC

    Noelle L Koonce, Sarah E Emerson ... Daniel A Colón-Ramos
    NeuroSC provides an open-source framework for comparative connectomics, integrating neuronal morphologies, contacts, and synapses across developmental stages and datasets.
    1. Neuroscience

    Remote automated delivery of mechanical stimuli coupled to brain recordings in behaving mice

    Justin Burdge, Anissa Jhumka ... Ishmail Abdus-Saboor
    Development of robotic device for pain and somatosensory assays in rodents allows remote, quantitative, and reproducible delivery of mechanical stimuli.
    1. Cancer Biology
    2. Computational and Systems Biology

    BEHAV3D Tumor Profiler to map heterogeneous cancer cell behavior in the tumor microenvironment

    Emilio Rios-Jimenez, Anoek Zomer ... Maria Alieva
    BEHAV3D Tumor Profiler enables researchers without computational expertise to uncover heterogeneous cell behaviors and explore their relationships with microenvironmental features in intravital microscopy data.
    1. Plant Biology

    Structure-guided secretome analysis of gall-forming microbes offers insights into effector diversity and evolution

    Soham Mukhopadhyay, Muhammad Asim Javed ... Edel Perez-Lopez
    Comparative structural genomics identifies unique effector architectures and ankyrin-mediated host targeting, revealing central and conserved strategies that underpin the pathogenicity of diverse gall-forming microbial species across evolutionary lineages.
    1. Evolutionary Biology

    Forecasting protein evolution by integrating birth-death population models with structurally constrained substitution models

    David Ferreiro, Luis Daniel González-Vázquez ... Miguel Arenas
    Forecasting protein evolution in terms of folding stability using state-of-the-art population genetics and substitution models is feasible in rugged fitness landscapes, whereas forecasting exact amino acid sequences remains more challenging.
    1. Neuroscience

    Novel and optimized mouse behavior enabled by fully autonomous HABITS: Home-cage assisted behavioral innovation and testing system

    Bowen Yu, Penghai Li ... Yaoyao Hao
    Fully autonomous home-cage training system HABITS enables mice to learn complex cognitive behaviors without human intervention, expanding behavioral paradigms and optimizing training efficiency through machine teaching algorithms.
    1. Developmental Biology
    2. Stem Cells and Regenerative Medicine

    Spatial and longitudinal tracking of enhancer-AAV vectors that target transgene expression to injured mouse myocardium

    David W Wolfson, Joshua A Hull ... Kenneth D Poss
    Bioluminescence imaging in live mice was used to assess the abilities of systemically introduced adeno-associated viral capsids containing enhancer regulatory sequences to target transgene expression to myocardial injuries.
    1. Neuroscience

    Mining the neuroimaging literature

    Jérome Dockès, Kendra M Oudyk ... Jean-Baptiste Poline
    New tools for literature mining, such as automated analysis of the research literature, are accessible, scalable, and reliable.