773 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. Biophysics and Structural Biology
    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. Biophysics and Structural Biology
    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. 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. 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. 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).
    1. Biophysics and Structural Biology
    2. Microbiology and Infectious Disease

    Vaccine Design: Chimeras could help in the fight against leptospirosis

    Jademilson C Santos, Ana Lucia TO Nascimento
    Understanding the structure of an antigen can guide the design of improved antigen-based vaccines.
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    1. Cancer Biology

    Diagnostic potential for a serum miRNA neural network for detection of ovarian cancer

    Kevin M Elias et al.
    Application of machine learning to serum miRNA profiles generated through next generation sequencing identifies a biologically relevant miRNA signature which can be deployed as a qPCR test to assist the diagnosis of epithelial ovarian cancer.
    1. Neuroscience

    Internal models for interpreting neural population activity during sensorimotor control

    Matthew D Golub et al.
    A novel analysis of neural activity recorded in monkeys performing a “brain-machine interface” task reveals that a mismatch between motor effectors and the brains’ internal models of those effectors can explain a substantial portion of movement errors.

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