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Quantification of protein levels from mass-spectrometry experiments

Mass-spectrometryOpenMSProteomicsDifferential expression
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Feb 10, 2016 4:51 PM
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This workflow performs a quantification of proteins from (label-free) mass-spectrometry data. The final results are relative comparisons of protein levels across conditions to check for significant changes. It uses components for the OpenMS plugin for compactness (green) and provides interactive configuration as well as exploration of the results using the R packages PTXQC, MSstats together with JavaScript nodes (blue).

External resources

  • OpenMS
  • Data
  • Original publication
  • Experimental design documentation
  • OpenMS KNIME tutorial
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Used extensions & nodes

Created with KNIME Analytics Platform version 4.4.1
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    Generic Workflow Nodes for KNIMETrusted extension

    Freie Universitaet Berlin, Universitaet Tuebingen, and the GenericWorkflowNodes Team

    Version 1.0.0

    gkn-team
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.4.1

    knime
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    KNIME Basic File System ConnectorsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.4.1

    knime
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    KNIME ExpressionsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.4.0

    knime
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    KNIME Interactive R Statistics IntegrationTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.4.2

    knime
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    KNIME JavaScript ViewsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.4.1

    knime
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    KNIME JavasnippetTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.4.1

    knime
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    KNIME Math Expression (JEP)Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.4.0

    knime
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    KNIME Parallel Chunk Loop NodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.4.0

    knime
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    KNIME PlotlyTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.4.0

    knime
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    KNIME Quick FormsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.4.1

    knime
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    OpenMSTrusted extension

    Version 2.7.0

    openms-team profile image
    openms-team

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