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A Knime (2.12.1) workflow that uses RDKit nodes for assessing the risk of a compound to form aggregates under biochemical assay conditions, inspired by the Aggregation Advisor paper of Irwin et al. While the Aggregator Advisor web tool allows for aggregation risk assessment of individual compounds, this Knime workflow can be used to quickly run through large compound collections.Query structures are loaded as an SD file (here a set of 1090 approved drugs), and are then compared for Tanimoto s...