ABSTRACT
QSAR (Quantitative Structure Activity Relationship) modelling was performed on a dataset of 90 sodium-dependent glucose cotransporter 2 (SGLT2) inhibitors. The quantitative and explicative evaluations revealed some of the subtle and distinguished structural features that are responsible for the inhibitory potency of these compounds against SGLT2, such as less possible number of ring carbons at 8 Å from the lipophilic atoms in the molecule (fringClipo8A) and more possible value for the sum of the partial charges of the lipophilic atoms present within seven bonds from the donor atoms (lipo_don_7Bc). Multivariate GA-MLR (genetic algorithm-multi linear regression) and thorough validation methodology out-turned a statistically robust QSAR model with a very high predictability shown from various statistical parameters. A QSAR model with r2 = 0.83, F = 51.54, Q2LOO = 0.79, Q2LMO = 0.79, CCCcv = 0.88, Q2Fn = 0.76-0.81, r2ext = 0.77, CCCext = 0.85, and with RMSEtr < RMSEcv was proposed. This QSAR model will assist synthetic chemists in the development of the SGLT2 inhibitors as the antidiabetic leads.
Subject(s)
Quantitative Structure-Activity Relationship , Sodium-Glucose Transporter 2 Inhibitors/chemistry , Sodium-Glucose Transporter 2 Inhibitors/pharmacology , Databases, Chemical , Glucosides/chemistry , Glucosides/pharmacology , Linear ModelsABSTRACT
The reaction of 2-hydrazino-4-(4-methoxyphenyl)-6-pheny-nicotinonitrile 3 with halo compounds yielded 4a-c,5,6. Heating 3 with carbon disulphide gave 7-(4-methoxyphenyl)-5-phenyl-3-thioxo-2,3-dihydro [1,2,4-] triazolo [4,3-a] pyridine-8-carboxylic amide 7. The behaviour of 3 towards some alpha,beta-unsaturated nitriles ,ethoxymethylene and ketene dithioacetal derivatives has been investigated, affording 9a-c,11a-c,13a-c,16a,b respectively. The activity of compounds 4a,5,6 and 7 have been investigated as molluscicidal.
Subject(s)
Biomphalaria/enzymology , Enzyme Inhibitors/chemical synthesis , Enzyme Inhibitors/toxicity , Molluscacides/chemical synthesis , Molluscacides/toxicity , Nicotine/analogs & derivatives , Nicotine/chemical synthesis , Nicotine/toxicity , Pyridines/chemical synthesis , Pyridines/toxicity , Triazines/chemical synthesis , Triazines/toxicity , Triazoles/chemical synthesis , Triazoles/toxicity , Animals , Indicators and Reagents , Lethal Dose 50 , Magnetic Resonance Spectroscopy , Mass Spectrometry , Spectrophotometry, InfraredABSTRACT
Interaction of hydrazine hydrate with methyl (2-E)-2-cyano-3-[(1,5-dimethyl-3-oxo-2-phenyl-2,3-dihydro-1H-pyrazol-4-yl)amino]-3-(methylsulphanyl)-2-propenoate 2 which was obtained by the reaction of methyl-2-cyano-3,3-bis(methylsulphanyl) acrylate 1 with 4-amino-1-phenyl-2,3-dimethyl pyrazoline-5-one afforded methyl-5-amino-3-[(1,5-dimethyl-3-oxo-2-phenyl-2,3-dihydro-1H-pyrazol-4-yl)amino]-1H-pyrazole-4-carboxylate 3a. The pyrazolin derivative 3a is a good precursor for the synthesis of pyrazolo[1,5-a]pyrimidines which is based on the interaction of 3a with alpha,beta-unsaturated nitrile derivatives. The biological effects of some of the newly synthesized compounds were also investigated as antiinflammatory, analgesic and antipyretic drugs. Compounds 2b, 4a, 3a, 3b, 2a and 4b were found to have significant antiinflammatory activity in descending order in comparison to control groups phenylbutazone. Compounds 3a, 2a, 4b, 4a, 2b and 3b have analgesic activity in decreasing order. Compound 3a was the most potent and had 82.6% potency of Novalgin. Compounds 2b, 2a, 3b, 4b, 3a and 4a were found to have significant antipyretic activity in descending order. Compounds 2a, 4b induced no ulcerogenic activity, while compounds 3b, 2b, 4a and 3a showed only slight ulcerogenic activity.
