Molecular Descriptors Family on Structure- Activity Relationships: Modeling Herbicidal Activity of Substituted Triazines Class

نویسنده

  • L Jäntschi
چکیده

Herbicidal activity of a set of thirty 1,3,5-substituted-triazines were studied using an original structure-activity relationships approach. The cross-validation leave-one-out correlation score, the training vs. test analysis, and the model stability sustained the prediction ability of the best performing multi-varied model with four variables. The comparison with the previous reported model was performed by the use of correlated correlation analysis. The obtained multi-varied MDF-SAR model with four-descriptors shows that the herbicidal activity of 1,3,5substituted-triazines is of geometrical and topological nature and is strongly depended on partial charges and number of directly bonded hydrogen’s.

برای دانلود 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

Topological Substituent Descriptors

Motivation. Substituted 1,3,5-triazines are known as useful herbicidal substances. In view of reducing the cost of biological screening, computational methods are carried out for evaluating the biological activity of organic compounds. Often a class of bioactives differ only in the substituent attached to a basic skeleton. In such cases substituent descriptors will give the same prospecting res...

متن کامل

QSAR modeling of antimicrobial activity with some novel 1,2,4 triazole derivatives, comparison with experimental study

Our study performed upon an extended series of 28 compounds of 1,2,4-triazole derivatives that demonstrate substantial in vitro antimicrobial activities by serial plate dilution method, using quantitative structure-activity relationship (QSAR) methods that imply analysis of correlations and multiple linear regression (MLR); a significant collection of molecular descriptors was used e.g., Edge a...

متن کامل

Quantitative Structure - Activity Relationships Study of Carbonic Anhydrase Inhibitors Using Logistic Regression Model

Binary Logistic Regression (BLR) has been developed as non-linear models to establish quantitative structure- activity relationships (QSAR) between structural descriptors and biochemical activity of carbonic anhydrase inhibitors. Using a training set consisted of 21 compounds with known ki values, the model was trained and tested to solve two-class problems as active or inactive on the basi...

متن کامل

Modelling the Inhibition Activity on Carbonic Anhydrase I of Some Substituted Thiadiazole- and Thiadiazoline- Disulfonamides: Integration of Structure Information

A structure-activity relationships based on an original molecular descriptors family method has been developed and applied on a sample of substituted 1,3,4thiadiazoleand 1,3,4-thiadiazoline-disulfonamides. Forty compounds were studied for their inhibition activity on carbonic anhydrase I. The molecular descriptors family was generated based on complex information obtained from compounds structu...

متن کامل

Triazines Herbicidal Assessed Activity

Correlation coefficients and associated squared values are used as assessment parameters in validation of structure-activity relationships. Seven correlation coefficients were calculated for models that characterized the relationship between chemical structure the herbicidal activity of a triazine analogues series. Three previously reported models were compared by using Pearson (rPrs), Spearman...

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

برای دانلود 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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2006