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Multivariate linear regression aided by a successive projections algorithm (SPA-MLR) was applied in the evaluation of anodic stripping voltammetry data obtained in the simultaneous determination of metals under conditions where there were significant complications due to interference processes such as the formation of intermetallic compounds and overlapping peaks.
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Duplicates and overlapping compounds were removed from the respective data sets.
All compounds docked similarly and overlapped with the co-crystal ligand.
The calculated logD values in the ChEMBL dataset show Gram-positive and Gram-negative active compounds having overlapping clogD ranges, with the Gram-positives having the higher mean and a slightly smaller standard deviation (3.1 ± 2.5 vs. 2.0 ± 3.4, respectively).
There were 130 compounds replicated in the U.S. EPA plate and 66 compounds in the NTP plate, and 416 compounds overlapped between the U.S. EPA and the NTP plates.
That is, if two compound supernodes have overlapping compounds, we take into account the frequency of obtaining this particular overlap at random.
Fu and Johnson (2009) also provide details on extending these results to compound patterns, overlapping counting and Markov dependent trials.
These data provide test cases for machine learning or other approaches to differentiate between compounds with overlapping yet distinct activity profiles.
The repeat counts are hotlinked to the information page where frequency of mono hexa repeats, perfect, imperfect, compound, overlapping compound [overlap of few bases of previous SSR with next SSR, e.g. (ACC n CT n] and perfect compound SSRs are displayed.
Synthesis and subsequent sodium channel evaluation of compound 37 (predicted IC50 = 7 μM, actual IC50 = 6 μM), established that novel compounds based on overlapping regions of phenytoin and lidocaine are better binders to the sodium channel than phenytoin itself (IC50 = 40 μM).
The cytotoxicity curves obtained with the different Cr6+ compounds are almost overlapping, whereas marked differences of activity are noticeable among Cr3+ compounds.
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