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

    Generative power of a protein language model trained on multiple sequence alignments

    Damiano Sgarbossa, Umberto Lupo, Anne-Florence Bitbol
    1. Computational and Systems Biology
    2. Immunology and Inflammation

    Structure-based prediction of T cell receptor:peptide-MHC interactions

    Philip Bradley
    The AlphaFold protein structure prediction network can be specialized for T cell receptor docking, leading to improved models of ternary complexes and some ability to discriminate correct from incorrect peptide epitopes.
    1. Computational and Systems Biology

    Transformer-based deep learning for predicting protein properties in the life sciences

    Abel Chandra, Laura Tünnermann ... Regina Gratz
    The recent developments in large-scale machine learning, especially with the recent Transformer models, display much potential for solving computational problems within protein biology and outcompete traditional computational methods in many recent studies and benchmarks.
    1. Chromosomes and Gene Expression
    2. Computational and Systems Biology

    Promoter sequence and architecture determine expression variability and confer robustness to genetic variants

    Hjörleifur Einarsson, Marco Salvatore ... Robin Andersson
    A flexible transcription initiation architecture and a uniform regulatory grammar buffer expression variability and the effects of genetic variants on essential genes while a rigid transcription initiation architecture and a diverse regulatory grammar ensure condition-specific responsiveness of other genes.

Senior editors

  1. Naama Barkai
    Naama Barkai
    Weizmann Institute of Science, Israel
  2. Christian R Landry
    Université Laval, Canada
  3. Aleksandra Walczak
    Ecole Normale Superieure, France
  4. See more editors