Computational and Systems Biology

Computational and Systems Biology

eLife reviews research involving the use of methods, models and software. Learn more about what we review and sign up for the latest research.
Illustration by Davide Bonazzi

Latest articles

    1. Computational and Systems Biology

    Passive shaping of intra- and intercellular m6A dynamics via mRNA metabolism

    David Dierks, Ran Shachar ... Schraga Schwartz
    Revised
    Reviewed Preprint v2
    Updated
    • Fundamental
    • Compelling
    1. Computational and Systems Biology
    2. Microbiology and Infectious Disease

    Exploring the repository of de novo-designed bifunctional antimicrobial peptides through deep learning

    Ruihan Dong, Rongrong Liu ... Cheng Zhu
    Peptides designed by artificial intelligence restrict both drug-resistant bacteria and rapidly evolving viruses.
    1. Immunology and Inflammation
    2. Computational and Systems Biology

    Tissue resident memory CD4+ T cells are sustained by site-specific levels of self-renewal and replacement from precursors

    Jodie Chandler, M Elise Bullock ... Andrew J Yates
    Not revised
    Reviewed Preprint v1
    • Fundamental
    • Compelling
    1. Computational and Systems Biology
    2. Neuroscience

    A statistical framework for analysis of trial-level temporal dynamics in fiber photometry experiments

    Gabriel Loewinger, Erjia Cui ... Francisco Pereira
    A fiber photometry analysis framework based on functional mixed models enhances the detection of effects by testing signal-variable associations at each trial timepoint and accounting for between-animal heterogeneity.
    1. Immunology and Inflammation
    2. Computational and Systems Biology

    Celldetective: an AI-enhanced image analysis tool for unraveling dynamic cell interactions

    Rémy Torro, Beatriz Díaz-Bello ... Laurent Limozin
    Not revised
    Reviewed Preprint v1
    • Useful
    • Solid
    1. Biochemistry and Chemical Biology
    2. Computational and Systems Biology

    Allosteric modulation by the fatty acid site in the glycosylated SARS-CoV-2 spike

    A Sofia F Oliveira, Fiona L Kearns ... Adrian J Mulholland
    Revised
    Reviewed Preprint v2
    Updated
    • Valuable
    • Convincing
    1. Computational and Systems Biology

    Efficient coding in biophysically realistic excitatory-inhibitory spiking networks

    Veronika Koren, Simone Blanco Malerba ... Stefano Panzeri
    Recurrent spiking networks that process input stimuli with optimal efficiency have key emerging properties that are similar to those of biological neural networks.
    1. Computational and Systems Biology

    Raw signal segmentation for estimating RNA modification from Nanopore direct RNA sequencing data

    Guangzhao Cheng, Aki Vehtari, Lu Cheng
    Not revised
    Reviewed Preprint v1
    • Valuable
    • Solid
    1. Computational and Systems Biology

    Evaluation of information flows in the RAS-MAPK system using transfer entropy measurements

    Nobuhisa Umeki, Yoshiyuki Kabashima, Yasushi Sako
    Assessment of transfer entropy is useful for network analysis of cell signaling network providing information on the network topology and action points of genetic mutations and drug effect, thus will be applicable to molecular pharmacology and pathology.
    1. Computational and Systems Biology
    2. Genetics and Genomics

    Discovering root causal genes with high-throughput perturbations

    Eric V Strobl, Eric Gamazon
    Root causal genes correspond to the initial changes to gene expression that induce a diagnosis and can be reliably detected from bulk RNA-seq after determining a causal ordering from Perturb-seq.

Senior editors

  1. Alan Moses
    University of Toronto, Canada
  2. Aleksandra Walczak
    Ecole Normale Superieure, France
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