Browse our latest Computational and Systems Biology articles

Page 13 of 125
    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. Biochemistry and Chemical Biology
    2. Computational and Systems Biology

    In silico screening by AlphaFold2 program revealed the potential binding partners of nuage-localizing proteins and piRNA-related proteins

    Shinichi Kawaguchi, Xin Xu ... Toshie Kai
    AlphaFold2-based large-scale screening reveals novel protein interactions, accelerating functional studies of piRNA pathway proteins and expanding bioinformatic-experimental integration.
    1. Computational and Systems Biology
    2. Neuroscience

    Neural population dynamics underlying evidence accumulation in multiple rat brain regions

    Brian DePasquale, Carlos D Brody, Jonathan W Pillow
    A computational framework for combining neural and behavioral data to infer latent dynamics underlying decision-making reveals distinct accumulation dynamics in different brain regions in the rat.
    1. Neuroscience
    2. Computational and Systems Biology

    Switching perspective: Comparing ground-level and bird’s-eye views for bumblebees navigating dense environments

    Annkathrin Sonntag, Odile Sauzet ... Olivier Bertrand
    Revised
    Reviewed Preprint v2
    Updated
    • Useful
    • Incomplete
    1. Computational and Systems Biology
    2. Cancer Biology

    Decoding Liver Cancer Prognosis: From Multi-omics Subtypes, Prognostic Models to Single Cell Validation

    Yanbin Wang, Yuqi Wu ... Yanmei Zou
    Revised
    Reviewed Preprint v2
    Updated
    • Important
    • Compelling
    1. Genetics and Genomics
    2. Computational and Systems Biology

    Imputation of structural variants using a multi-ancestry long-read sequencing panel enables identification of disease associations

    Boris Noyvert, A Mesut Erzurumluoglu ... Zhihao Ding
    Not revised
    Reviewed Preprint v1
    • Fundamental
    • Convincing