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Out of the 37 molecules reported as actives in these literatures, NB predicted 12 molecules as actives and RF predicted 11 molecules as actives (Additional file 5).
At a stringent TC cutoff of 0.9, none of the molecules reported as possessing either binding or antimicrobial/cytotoxic activities are similar to known aggregators.
There are many small molecules reported as HIF-1 α inhibitors in literature.
In this section of our review, we survey several small molecules reported as substrate phosphorylation site inhibitors.
The molecular dataset prepared for the present study was categorized into (a) organic molecules reported as adenosine kinase inhibitors (dataset O) and (b) natural products (dataset N).
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Moreover, a total of 92 MMPs are observed with the molecule pairs associated with opposite bioactivity outcomes (i.e. with one of the molecule reported as active, and the other one in the pair as inactive) for the AR agonist dataset, indicating potential activity cliffs which will be further discussed in the following section.
It can also be used to detect the MCS/substructure searches in small molecules reported by metabolome experiments, as well as in the screening of drug-like compounds with similar substructures.
Although AECAs must be directed against the cell surface, most of the molecules reported to date as targets for AECAs are intracellular proteins [ 2, 4, 6, 15].
To this aim, we defined a pharmacology training set of 25 compounds containing 3 small molecules reported to directly engage AR as antagonists, and a range of compound classes targeting AR co-regulator proteins.
The number of TBP molecules reported for different cell types such as yeast, mammalian cell, sea urchin egg cell has wide range of 2000 to 2*106 [ 24, 31].
However, only a few optoelectronic organic molecules were reported as ligands of colloidal Si QDs.
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