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cilomilast vs ibudilast

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

4
Shared Targets
50%
Jaccard Similarity
47%
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

cilomilast
โ€”
Evidence Score
0
PubMed Studies
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ibudilast
โ€”
Evidence Score
0
PubMed Studies
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Target Overlap

cilomilast and ibudilast share 4 molecular targets based on binding affinity data from BindingDB (Kd/IC50 โ‰ค 10 ยตM) and ChEMBL. A Jaccard index of 0.500 means 50% of the combined target set is bound by both compounds. The IDF-weighted score of 0.471 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 cilomilast and ibudilast have in common?
cilomilast and ibudilast share 4 molecular targets with a Jaccard similarity of 50%. Both bind overlapping sets of proteins based on BindingDB and ChEMBL binding affinity data.
Can cilomilast and ibudilast be combined?
cilomilast and ibudilast share 4 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: cilomilast or ibudilast?
In the BiohacksAI corpus: cilomilast has 0 PubMed-indexed studies, ibudilast has 0 studies.

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