Cp-mlr Directed Qsar Rationales for the Activity Profile of (phenylpiperazinyl-alkyl) Oxindoles as 5-ht7 Receptor Ligands

نویسنده

  • Brij Kishore
چکیده

The 5-HT7 receptor binding affinities of the oxindole derivatives have been quantitatively analyzed in terms of Dragon descriptors. The derived QSAR models have provided rationales to explain the binding affinity of titled compounds. In order to improve the 5-HT7 receptor binding affinity of a compound higher value of molecular topology and symmetry accounting parameter path/walk 2Randic shape index (descriptor PW2) and lower value of eigenvector coefficient sum from adjacency matrix (descriptor VEA1) are favorable. Presence of more number of sp3 hybridized secondary carbon atoms (descriptor nCs) and secondary aliphatic amides (descriptor nCONHR) in a molecule will be supportive to the activity. The associations of masses to the eigenvalue n.4 of Burden matrix (BEHm4), van der Waals volume to path length 2 of Geary autocorrelation (GATS2v) and Sanderson electronegativity to path length 6 of Moran autocorrelation (MATS6e) and path length 4 of Geary autocorrelation (GATS4e) have shown the prevalence of atomic properties and charge content in terms of 9th and 5th order topological and mean topological charge indices (GGI9 and JGI5) to explain the binding affinity. The PLS analysis has also confirmed the dominance of information content of the CP‐MLR identified descriptors. The derived models and participating descriptors in them have suggested that the substituents of oxindole moiety have sufficient scope for further modification.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

QSAR studies and application of genetic algorithm - multiple linear regressions in prediction of novel p2x7 receptor antagonists’ activity

Quantitative structure-activity relationship (QSAR) models were employed for prediction the activity of P2X7 receptor antagonists. A data set consisted of 50 purine derivatives was utilized in the model construction where 40 and 10 of these compounds were in the training and test sets respectively. A suitable group of calculated molecular descriptors was selected by employing stepwise multiple ...

متن کامل

Quantitative structure-activity relationship (QSAR) study of CCR2b receptor inhibitors using SW-MLR and GA-MLR approaches

In this paper, the quantitative structure activity-relationship (QSAR) of the CCR2b receptor inhibitors was scrutinized. Firstly, the molecular descriptors were calculated using the Dragon package. Then, the stepwise multiple linear regressions (SW-MLR) and the genetic algorithm multiple linear regressions (GA-MLR) variable selection methods were subsequently employed to select and implement th...

متن کامل

Comparison of Different 2D and 3D-QSAR Methods on Activity Prediction of Histamine H3 Receptor Antagonists

     Histamine H3 receptor subtype has been the target of several recent drug development programs. Quantitative structure-activity relationship (QSAR) methods are used to predict the pharmaceutically relevant properties of drug candidates whenever it is applicable. The aim of this study was to compare the predictive powers of three different QSAR techniques, namely, multiple linear regression ...

متن کامل

Comparison of Different 2D and 3D-QSAR Methods on Activity Prediction of Histamine H3 Receptor Antagonists

     Histamine H3 receptor subtype has been the target of several recent drug development programs. Quantitative structure-activity relationship (QSAR) methods are used to predict the pharmaceutically relevant properties of drug candidates whenever it is applicable. The aim of this study was to compare the predictive powers of three different QSAR techniques, namely, multiple linear regression ...

متن کامل

Design and Synthesis of Novel Serotonin Receptor Ligands

Novel and potent ligands to the serotonin7 (5-HT7) receptor have been synthesized. The synthesized compounds include a set of substituted pyrimidines which show high affinity to the 5-HT7 receptor, synthesized by previously described methods [1,2] in high yield. Comparing the affinities of substituted pyrimidines to previously calculated models [3,4] yielded new hypotheses about the nature of i...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2015