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. 2024 Sep 27;2024:baae102. doi: 10.1093/database/baae102

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© The Author(s) 2024. Published by Oxford University Press.

This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.

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Figure 3. — Knowledge exploration in CPMKG. (a) Precision medicine knowledge list. A list centered on “warfarin,” comprising four distinct patterns. (b) Knowledge unit details. Illustrated by “warfarin treatment side effects,” it includes graphical representation, established conditions, evidence sources, and entity details. (c) Multiple evidence explorations. Subgraph exploration centered on metformin, along with knowledge description. (d) Systematic reasoning. Illustration of pemetrexed’s efficacy in MPM treatment and its correlation with reduced KRAS expression, suggesting a shared mechanism with methotrexate, supporting methotrexate’s potential effectiveness in MPM treatment.