Modeling of Anticancer Sulfonamide Derivatives Lipophilicity by Chemometric and Quantitative Structure-Retention Relationships Approaches

Sulfonamides are a classic group of chemotherapeutic drugs with a broad spectrum of pharmacological action, including anticancer activity. In this work, reversed-phase high-performance liquid chromatography and biomimetic chromatography were applied to characterize the lipophilicity of sulfonamide d...

Full description

Bibliographic Details
Main Authors: Monika Pastewska, Beata Żołnowska, Strahinja Kovačević, Hanna Kapica, Maciej Gromelski, Filip Stoliński, Jarosław Sławiński, Wiesław Sawicki, Krzesimir Ciura
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Molecules
Subjects:
Online Access:https://www.mdpi.com/1420-3049/27/13/3965
_version_ 1797442735684190208
author Monika Pastewska
Beata Żołnowska
Strahinja Kovačević
Hanna Kapica
Maciej Gromelski
Filip Stoliński
Jarosław Sławiński
Wiesław Sawicki
Krzesimir Ciura
author_facet Monika Pastewska
Beata Żołnowska
Strahinja Kovačević
Hanna Kapica
Maciej Gromelski
Filip Stoliński
Jarosław Sławiński
Wiesław Sawicki
Krzesimir Ciura
author_sort Monika Pastewska
collection DOAJ
description Sulfonamides are a classic group of chemotherapeutic drugs with a broad spectrum of pharmacological action, including anticancer activity. In this work, reversed-phase high-performance liquid chromatography and biomimetic chromatography were applied to characterize the lipophilicity of sulfonamide derivatives with proven anticancer activities against human colon cancer. Chromatographically determined lipophilicity parameters were compared with obtained log<i>P</i>, employing various computational approaches. Similarities and dissimilarities between experimental and computational log<i>P</i> were studied using principal component analysis, cluster analysis, and the sum of ranking differences. Furthermore, quantitative structure–retention relationship modeling was applied to understand the influences of sulfonamide’s molecular properties on lipophilicity and affinity to phospholipids.
first_indexed 2024-03-09T12:46:17Z
format Article
id doaj.art-e80ded7d0fcf4212a75d42b975af059c
institution Directory Open Access Journal
issn 1420-3049
language English
last_indexed 2024-03-09T12:46:17Z
publishDate 2022-06-01
publisher MDPI AG
record_format Article
series Molecules
spelling doaj.art-e80ded7d0fcf4212a75d42b975af059c2023-11-30T22:12:32ZengMDPI AGMolecules1420-30492022-06-012713396510.3390/molecules27133965Modeling of Anticancer Sulfonamide Derivatives Lipophilicity by Chemometric and Quantitative Structure-Retention Relationships ApproachesMonika Pastewska0Beata Żołnowska1Strahinja Kovačević2Hanna Kapica3Maciej Gromelski4Filip Stoliński5Jarosław Sławiński6Wiesław Sawicki7Krzesimir Ciura8Department of Physical Chemistry, Medical University of Gdańsk, Al. Gen. Hallera 107, 80-416 Gdańsk, PolandDepartment of Organic Chemistry, Medical University of Gdańsk, Al. Gen. Hallera 107, 80-416 Gdańsk, PolandDepartment of Applied and Engineering Chemistry, Faculty of Technology Novi Sad, University of Novi Sad, Bulevar Cara Lazara 1, 21000 Novi Sad, SerbiaDepartment of Physical Chemistry, Medical University of Gdańsk, Al. Gen. Hallera 107, 80-416 Gdańsk, PolandQSAR Lab Ltd., Trzy Lipy 3 St., 80-172 Gdańsk, PolandQSAR Lab Ltd., Trzy Lipy 3 St., 80-172 Gdańsk, PolandDepartment of Organic Chemistry, Medical University of Gdańsk, Al. Gen. Hallera 107, 80-416 Gdańsk, PolandDepartment of Physical Chemistry, Medical University of Gdańsk, Al. Gen. Hallera 107, 80-416 Gdańsk, PolandDepartment of Physical Chemistry, Medical University of Gdańsk, Al. Gen. Hallera 107, 80-416 Gdańsk, PolandSulfonamides are a classic group of chemotherapeutic drugs with a broad spectrum of pharmacological action, including anticancer activity. In this work, reversed-phase high-performance liquid chromatography and biomimetic chromatography were applied to characterize the lipophilicity of sulfonamide derivatives with proven anticancer activities against human colon cancer. Chromatographically determined lipophilicity parameters were compared with obtained log<i>P</i>, employing various computational approaches. Similarities and dissimilarities between experimental and computational log<i>P</i> were studied using principal component analysis, cluster analysis, and the sum of ranking differences. Furthermore, quantitative structure–retention relationship modeling was applied to understand the influences of sulfonamide’s molecular properties on lipophilicity and affinity to phospholipids.https://www.mdpi.com/1420-3049/27/13/3965sulfonamide derivativesquantitative structure-retention relationshipslipophilicity
spellingShingle Monika Pastewska
Beata Żołnowska
Strahinja Kovačević
Hanna Kapica
Maciej Gromelski
Filip Stoliński
Jarosław Sławiński
Wiesław Sawicki
Krzesimir Ciura
Modeling of Anticancer Sulfonamide Derivatives Lipophilicity by Chemometric and Quantitative Structure-Retention Relationships Approaches
Molecules
sulfonamide derivatives
quantitative structure-retention relationships
lipophilicity
title Modeling of Anticancer Sulfonamide Derivatives Lipophilicity by Chemometric and Quantitative Structure-Retention Relationships Approaches
title_full Modeling of Anticancer Sulfonamide Derivatives Lipophilicity by Chemometric and Quantitative Structure-Retention Relationships Approaches
title_fullStr Modeling of Anticancer Sulfonamide Derivatives Lipophilicity by Chemometric and Quantitative Structure-Retention Relationships Approaches
title_full_unstemmed Modeling of Anticancer Sulfonamide Derivatives Lipophilicity by Chemometric and Quantitative Structure-Retention Relationships Approaches
title_short Modeling of Anticancer Sulfonamide Derivatives Lipophilicity by Chemometric and Quantitative Structure-Retention Relationships Approaches
title_sort modeling of anticancer sulfonamide derivatives lipophilicity by chemometric and quantitative structure retention relationships approaches
topic sulfonamide derivatives
quantitative structure-retention relationships
lipophilicity
url https://www.mdpi.com/1420-3049/27/13/3965
work_keys_str_mv AT monikapastewska modelingofanticancersulfonamidederivativeslipophilicitybychemometricandquantitativestructureretentionrelationshipsapproaches
AT beatazołnowska modelingofanticancersulfonamidederivativeslipophilicitybychemometricandquantitativestructureretentionrelationshipsapproaches
AT strahinjakovacevic modelingofanticancersulfonamidederivativeslipophilicitybychemometricandquantitativestructureretentionrelationshipsapproaches
AT hannakapica modelingofanticancersulfonamidederivativeslipophilicitybychemometricandquantitativestructureretentionrelationshipsapproaches
AT maciejgromelski modelingofanticancersulfonamidederivativeslipophilicitybychemometricandquantitativestructureretentionrelationshipsapproaches
AT filipstolinski modelingofanticancersulfonamidederivativeslipophilicitybychemometricandquantitativestructureretentionrelationshipsapproaches
AT jarosławsławinski modelingofanticancersulfonamidederivativeslipophilicitybychemometricandquantitativestructureretentionrelationshipsapproaches
AT wiesławsawicki modelingofanticancersulfonamidederivativeslipophilicitybychemometricandquantitativestructureretentionrelationshipsapproaches
AT krzesimirciura modelingofanticancersulfonamidederivativeslipophilicitybychemometricandquantitativestructureretentionrelationshipsapproaches