1,175 results found
    1. Cell Biology
    2. Computational and Systems Biology

    Active machine learning-driven experimentation to determine compound effects on protein patterns

    Armaghan W Naik et al.
    In an investigation into the effects of drugs on proteins, an active machine learning algorithm chose which sets of experiments to perform and was able to learn an accurate model of the effects after doing only a fraction of the experiments.
    1. Structural Biology and Molecular Biophysics
    2. Microbiology and Infectious Disease

    Extended low-resolution structure of a Leptospira antigen offers high bactericidal antibody accessibility amenable to vaccine design

    Ching-Lin Hsieh et al.
    The antibody accessibility of the leptospiral surface protein, LigB, provides a guide for the rational design of improved recombinant chimeric vaccine antigens displayed on a single domain scaffold.
    1. Human Biology and Medicine
    2. Microbiology and Infectious Disease

    A genetically attenuated malaria vaccine candidate based on P. falciparum b9/slarp gene-deficient sporozoites

    Ben C L van Schaijk et al.
    The preclinical evaluation of a malaria genetically attenuated parasite vaccine candidate suggests that it is both safe and effective.
    1. Structural Biology and Molecular Biophysics
    2. Microbiology and Infectious Disease

    Structure of the malaria vaccine candidate antigen CyRPA and its complex with a parasite invasion inhibitory antibody

    Paola Favuzza et al.
    The structure of the promising malaria blood-stage vaccine candidate antigen PfCyRPA and the characterization of a protective epitope are facilitating research on its essential role in parasite invasion, and will guide future epitope-focused vaccine design.
    1. Stem Cells and Regenerative Medicine

    Live cell-lineage tracing and machine learning reveal patterns of organ regeneration

    Oriol Viader-Llargués et al.
    A combination of live cell tracking, cell-lineage tracing and machine learning shows that injured sensory organs repair accurately regardless of the extent of damage.
    1. Epidemiology and Global Health
    2. Microbiology and Infectious Disease

    Structured illumination microscopy combined with machine learning enables the high throughput analysis and classification of virus structure

    Romain F Laine et al.
    Machine learning in conjunction with super-resolution imaging allows for the first time to quantitatively analyse large and heterogenous virus samples structure at a high throughput and specificity.
    1. Epidemiology and Global Health

    Identification of highly-protective combinations of Plasmodium vivax recombinant proteins for vaccine development

    Camila Tenorio França et al.
    Antibody responses to individual and optimal combinations of P. vivax recombinant proteins in naturally-exposed populations help to identify correlates of protective immunity, and establish a clear path to testing a multicomponent P. vivax vaccine.
    1. Immunology and Inflammation

    Identification of potential biomarkers of vaccine inflammation in mice

    Paul F McKay et al.
    Molecular biosignatures that identify an inflammatory and potentially adverse reaction to vaccination have been defined in mice, a critical gatekeeper for progression of novel vaccine candidates into humans.
    1. Epidemiology and Global Health

    Genetic epidemiology of dengue viruses in phase III trials of the CYD tetravalent dengue vaccine and implications for efficacy

    Maia A Rabaa et al.
    In large vaccine trials conducted in dengue-endemic Asia and Latin America, the CYD-TDV tetravalent dengue vaccine shows limited variation in intra-serotype efficacy in the target population for vaccination (>9 years).

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