Browse our latest Computational and Systems Biology articles

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    1. Computational and Systems Biology
    2. Physics of Living Systems

    Defining hierarchical protein interaction networks from spectral analysis of bacterial proteomes

    Mark A Zaydman, Alexander S Little ... Arjun S Raman
    The emergent organization of bacterial proteomes—the integration of proteins into collective networks that encode function—can be defined purely from spectral analysis of ortholog covariation across extant diversity.
    1. Computational and Systems Biology
    2. Microbiology and Infectious Disease

    Machine learning-assisted discovery of growth decision elements by relating bacterial population dynamics to environmental diversity

    Honoka Aida, Takamasa Hashizume ... Bei-Wen Ying
    A smart combination of machine learning and high-throughput data generation of bacterial population dynamics successfully leads to an intriguing finding of the differentiation in decision-making components for bacterial growth.
    1. Cancer Biology
    2. Computational and Systems Biology

    Mapping the single-cell landscape of acral melanoma and analysis of the molecular regulatory network of the tumor microenvironments

    Zan He, Zijuan Xin ... Hua Zhao
    A single-cell landscape of acral melanoma and the intermolecular regulatory relationships between microenvironments.
    1. Computational and Systems Biology

    Rewiring of liver diurnal transcriptome rhythms by triiodothyronine (T3) supplementation

    Leonardo Vinicius Monteiro de Assis, Lisbeth Harder ... Henrik Oster
    High triiodothyronine levels lead to a broad rewiring of the liver transcriptome, which mostly occurs downstream of the liver clock machinery itself, thus suggesting that daytime critically affects thyroid hormone action in the liver.
    1. Computational and Systems Biology
    2. Epidemiology and Global Health

    The unmitigated profile of COVID-19 infectiousness

    Ron Sender, Yinon Bar-On ... Ron Milo
    In the absence of COVID-19 mitigation measures, SARS-CoV-2 remains infectious for longer than previously estimated.
    1. Computational and Systems Biology
    2. Ecology

    Data-driven causal analysis of observational biological time series

    Alex Eric Yuan, Wenying Shou
    Visualizations, simulations, and examples are used to provide an accessible synthesis of the reasoning and assumptions behind commonly used causal discovery approaches.
    1. Computational and Systems Biology

    Disruption in structural–functional network repertoire and time-resolved subcortical fronto-temporoparietal connectivity in disorders of consciousness

    Rajanikant Panda, Aurore Thibaut ... Prejaas Tewarie
    Loss of nonstationary connectivity in a subcortical fronto-temporoparietal network distinguishes patients with minimal conscious state and unresponsive wakefulness state, strongly supporting the mesocircuit hypothesis.
    1. Computational and Systems Biology

    Focal seizures are organized by feedback between neural activity and ion concentration changes

    Damiano Gentiletti, Marco de Curtis ... Piotr Suffczynski
    Biophysically realistic computational model reveals how inhibitory interneurons initiate paroxysmal discharges and how changes in the ionic concentrations shape electrographic features of human seizures.
    1. Computational and Systems Biology

    Integrative small and long RNA omics analysis of human healing and nonhealing wounds discovers cooperating microRNAs as therapeutic targets

    Zhuang Liu, Letian Zhang ... Ning Xu Landén
    A comprehensive microRNA expression and function landscape of human wounds unraveled miRNAs highly relevant to venous ulcer pathology.
    1. Computational and Systems Biology
    2. Neuroscience

    Information flows from hippocampus to auditory cortex during replay of verbal working memory items

    Vasileios Dimakopoulos, Pierre Mégevand ... Johannes Sarnthein
    Precisely tracking the anatomical sources of neural computations infers functional directed connectivity between hippocampal memory neurons and cortical sensory neurons, it reveals information flowing from cortex to hippocampus during encoding but the reverse direction during maintenance.