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

    Semantical and geometrical protein encoding toward enhanced bioactivity and thermostability

    Yang Tan, Bingxin Zhou ... Liang Hong
    The novel pre-training framework integrating sequential and geometric encoders significantly enhances protein engineering by accurately predicting variant effects and thermostability, outperforming existing zero-shot learning methods with minimal computational cost.
    1. Computational and Systems Biology
    2. Microbiology and Infectious Disease

    Interpreting roles of mutations associated with the emergence of S. aureus USA300 strains using transcriptional regulatory network reconstruction

    Saugat Poudel, Jason Hyun ... Bernhard O Palsson
    Transcriptional regulatory network models can aid in identifying candidate genes associated with the target phenotype in bacterial genome-wide association studies.
    1. Computational and Systems Biology

    Barcode-free multiplex plasmid sequencing using Bayesian analysis and nanopore sequencing

    Masaaki Uematsu, Jeremy M Baskin
    SAVEMONEY is a computational tool that guides users to mix plasmids prior to nanopore sequencing, reducing the effective cost of whole-plasmid sequencing to below that of Sanger sequencing.
    1. Computational and Systems Biology

    Unsupervised Representation Learning of C. elegans Poses and Behavior Sequences From Microscope Video Recordings

    Maurice Deserno, Katarzyna Bozek
    Not revised
    Reviewed Preprint v1
    • Valuable
    • Incomplete
    1. Neuroscience
    2. Computational and Systems Biology

    Accept-reject decision-making revealed via a quantitative and ethological study of C. elegans foraging

    Jessica A Haley, Tianyi Chen ... Sreekanth H Chalasani
    Revised
    Reviewed Preprint v2
    Updated
    • Important
    • Convincing
    1. Structural Biology and Molecular Biophysics
    2. Computational and Systems Biology

    Atomistic Simulation of Voltage Activation of a Truncated BK Channel

    Zhiguang Jia, Jianhan Chen
    Not revised
    Reviewed Preprint v1
    • Valuable
    • Solid
    • Incomplete
    1. Computational and Systems Biology
    2. Physics of Living Systems

    Exploiting fluctuations in gene expression to detect causal interactions between genes

    Euan Joly-Smith, Mir Mikdad Talpur ... Andreas Hilfinger
    Revised
    Reviewed Preprint v2
    Updated
    • Important
    • Solid
    1. Computational and Systems Biology

    SCellBOW: AI-Driven Tumor Risk Stratification from Single-Cell Transcriptomics Using Phenotype Algebra

    Namrata Bhattacharya, Anja Rockstroh ... Debarka Sengupta
    Revised
    Reviewed Preprint v2
    Updated
    • Important
    • Convincing
    1. Neuroscience
    2. Computational and Systems Biology

    Self-Other Generalisation Shapes Social Interaction and Is Disrupted in Borderline Personality Disorder

    Joseph M Barnby, Jen Nguyen ... Peter Fonagy
    Revised
    Reviewed Preprint v2
    Updated
    • Important
    • Convincing

Senior editors

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