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Evidence-Based Biohacking

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Metformin vs Proguanil

Mechanistic comparison of Metformin and Proguanil based on molecular target overlap from BindingDB and ChEMBL binding affinity data.

7
Shared Targets
47%
Jaccard Similarity
57%
IDF-Weighted Similarity
Jaccard measures raw target overlap. IDF-weighted downweights promiscuous hub targets (e.g. CYP enzymes) that bind many compounds non-specifically.

Evidence Comparison

Metformin
71.9
Evidence Score
1,000
PubMed Studies
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Proguanil
48.1
Evidence Score
299
PubMed Studies
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Target Overlap

Metformin and Proguanil share 7 molecular targets based on binding affinity data from BindingDB (Kd/IC50 โ‰ค 10 ยตM) and ChEMBL. A Jaccard index of 0.467 means 47% of the combined target set is bound by both compounds. The IDF-weighted score of 0.572 accounts for non-specific binding to metabolic enzymes.

Note: High target overlap does not imply identical mechanism or therapeutic equivalence. Binding affinity, tissue distribution, bioavailability, and downstream signaling differ significantly between compounds even when they bind the same protein.

Frequently Asked Questions

What do Metformin and Proguanil have in common?
Metformin and Proguanil share 7 molecular targets with a Jaccard similarity of 47%. Both bind overlapping sets of proteins based on BindingDB and ChEMBL binding affinity data.
Can Metformin and Proguanil be combined?
Metformin and Proguanil share 7 molecular targets, suggesting potential pathway overlap. Combination use should be evaluated with a qualified healthcare professional. BiohacksAI does not provide medical advice.
Which has more research: Metformin or Proguanil?
In the BiohacksAI corpus: Metformin has 1,000 PubMed-indexed studies, Proguanil has 299 studies.

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View full Metformin profile โ†’View full Proguanil profile โ†’Browse all substances โ†’