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at vs cyc

Mechanistic comparison of at 9283 and cyc 116 based on molecular target overlap from BindingDB and ChEMBL binding affinity data.

70
Shared Targets
43%
Jaccard Similarity
41%
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

at 9283
โ€”
Evidence Score
0
PubMed Studies
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cyc 116
โ€”
Evidence Score
0
PubMed Studies
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Target Overlap

at and cyc share 70 molecular targets based on binding affinity data from BindingDB (Kd/IC50 โ‰ค 10 ยตM) and ChEMBL. A Jaccard index of 0.429 means 43% of the combined target set is bound by both compounds. The IDF-weighted score of 0.410 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 at and cyc have in common?
at and cyc share 70 molecular targets with a Jaccard similarity of 43%. Both bind overlapping sets of proteins based on BindingDB and ChEMBL binding affinity data.
Can at and cyc be combined?
at and cyc share 70 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: at or cyc?
In the BiohacksAI corpus: at has 0 PubMed-indexed studies, cyc has 0 studies.

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