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Journal Article
Shao-Yan Pu and others
Database, Volume 2025, 2025, baaf077, https://doi.org/10.1093/database/baaf077
Published: 23 December 2025
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Published: 23 December 2025
Figure 2. An overview of Odonata of China database. The main data contents and statistics including search, identification, photos, and phylogeny.
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Published: 23 December 2025
Figure 3. Illustration of browse and search interfaces in Odonata of China database. (A) The search web interface of Odonata of China database. (B) The introduction web interface. (C) The phylogeny web interface. (D) The identification web interface. (E) The photo display page. (F) Display the page of the pub
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Published: 23 December 2025
Figure 1. The overall functionality of the database is mainly focused on search, browsing, sequence alignment, image display, and contact information. It adopts a front-end and back-end separation technology, with the front-end and back-end respectively paired with the mainstream development frameworks React
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Published: 09 December 2025
Figure 4. Overview of the KNIME and Python annotation workflows. (a) KNIME pipeline: In the workflow, we make use of both PubChem and ChEMBL databases to aggregate all relevant biological and chemical information, (b) Python pipeline: different molecular identifiers (SMILES, InChI, and InChIKey) can be used a
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Published: 09 December 2025
Figure 8. Annotation-centric information retrieved by the KNIME and Python annotation pipelines (blue and red bars, respectively). The similarity between the two sets was measured using the Jaccard Index (black line). Data from binding and functional assays with a pChEMBL value ≥ 6 and a confidence score ≥ 8
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Published: 09 December 2025
Figure 10. (a) Most frequently active reported targets in ChEMBL database for the R4A set (i.e. number of pChEMBL values per target); (b) top-ranked targets based on the number of unique compounds. Data from binding and functional assays with a pChEMBL value ≥ 6 and a confidence score ≥ 8 were considered.
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Published: 09 December 2025
Figure 14. Target space graph plot of domperidone and its analogues generated from the ‘Compound’s analogue space search’ page of the Chemical Biology Atlas.
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Published: 09 December 2025
Figure 17. Comparison between the R4A set (orange) and Drug Repurposing Hub (yellow). (a) Violin plots of Maximum Tanimoto similarity of Drug Repurposing Hub compounds with R4A set using MACCS (blue), Morgan radius 2 (green) and FeatMorgan radius 2 (orange) fingerprints, (b) PCA on physico-chemical properties
Journal Article
Jeanette Reinshagen and others
Database, Volume 2025, 2025, baaf081, https://doi.org/10.1093/database/baaf081
Published: 09 December 2025
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Published: 09 December 2025
Figure 6. Neo4j dashboard. (a) compound search panel, (b) compound’s analogues space search panel, (c) target search panel.
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Published: 09 December 2025
Figure 7. Compound-centric information retrieved by the KNIME and Python annotation pipelines (blue and red bars, respectively). The similarity between the two sets was measured using the Jaccard Index (black line). Data from binding and functional assays with a pChEMBL value ≥ 6 and a confidence score ≥ 8 we
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Published: 09 December 2025
Figure 9. (a) ChEMBL protein family classification from KNIME’s annotation; (b) ChEMBL protein family classification from Python’s annotation. Data from binding and functional assays with a pChEMBL value ≥ 6 and a confidence score ≥ 8 were considered.
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Published: 09 December 2025
Figure 11. Distribution of compounds from the R4A set indicating the number of targets in Homo sapiens they are reported to be active against. Data from binding and functional assays with a pChEMBL value ≥ 6 and a confidence score ≥ 8 were considered.
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Published: 09 December 2025
Figure 13. Profiles of pharmaceutical, clinical, and biological results retrieved from the ChEMBL Annotation Dashboard for (a) Ezogabine (Retigabine) and (b) JNJ-37822681.
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Published: 09 December 2025
Figure 15. Comparison between the R4A set (orange) and the ChEMBL clinical compounds (blue); (a) R4A set has ∼20% overlap of ChEMBL IDs with all ChEMBL clinical compounds, (b) violin plots of maximum Tanimoto similarity of ChEMBL clinical compounds with R4A set using MACCS (blue), Morgan radius 2 (green), and
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Published: 09 December 2025
Figure 1. Layout of the structure for identifier minting workflow published on KNIME Community Hub.
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Published: 09 December 2025
Figure 2. Layout of the structure for KNIME annotation workflow published on KNIME Community Hub.
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Published: 09 December 2025
Figure 3. Neo4j schema.
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Published: 09 December 2025
Figure 5. Example dashboard output using the KNIME annotation tool for a single compound, Diclofenac sodium.