Chemometric Study of the Antiproliferative Activity of Some New Hydantoin Derivatives: Assessment of Activity and Chromatographic Lipophilicity Data
Abstract
Cancer is the major health problem affecting the mankind of today. Most of the drugs used in traditional chemotherapy are very limited and the discovery of novel, more active, more selective and less toxic ones is still very intensive. A chemometric approach was applied in the study of antiproliferative activity against human colon cancer and breast cancer as well as in the study of lipophilicity of 3-(4-substitutedbenzyl)-5-ethyl-5-phenyl- and 3-(4-substituted benzyl)-5,5-diphenylhydantoins. Hierarchical clustering analysis (HCA) shows that the investigated hydantoins have higher antiproliferative activity against human breast cancer cells than against human colon cancer cells. However, some hydantoins at the highest applied concentration reverse antiproliferative effect, higher against the human colon cancer cells and lower against human breast cancer cells. Principal component analysis (PCA) gives better insight into the activity of hydantoins related to their structural changes. It... distinguishes more active compounds from the less active ones according to various criteria. Generally, more lipophilic 5,5-diphenylhydantoins exhibit a higher antiproliferative activity comparing to less lipophilic 5-ethyl-5-phenylhydantoins. Also, a substituent attached to benzyl moieties affects the activity additionally. The activity is particularly pronounced for compounds with cyano, methyl, chloro and bromo group. Halogen substituent were superior in antiproliferative capacity particularly in the series of 5,5-diphenylhydantoins.
Keywords:
3-(4-substituted benzyl)-5-phenylhydantoins / antiproliferative activity / lipophilicity / hierarchical clustering analysis / principal component analysisSource:
Journal of the Brazilian Chemical Society, 2015, 26, 7, 1379-1386Publisher:
- Soc Brasileira Quimica, Sao Paulo
Funding / projects:
- Study of the Synthesis, Structure and Activity of Natural and Synthetic Organic Compounds (RS-172013)
DOI: 10.5935/0103-5053.20150106
ISSN: 0103-5053
WoS: 000359009800010
Scopus: 2-s2.0-84936777282
Institution/Community
Tehnološko-metalurški fakultetTY - JOUR AU - Đaković-Sekulić, Tatjana AU - Smolinski, Adam AU - Trišović, Nemanja AU - Ušćumlić, Gordana AU - Božić, Biljana PY - 2015 UR - http://TechnoRep.tmf.bg.ac.rs/handle/123456789/3114 AB - Cancer is the major health problem affecting the mankind of today. Most of the drugs used in traditional chemotherapy are very limited and the discovery of novel, more active, more selective and less toxic ones is still very intensive. A chemometric approach was applied in the study of antiproliferative activity against human colon cancer and breast cancer as well as in the study of lipophilicity of 3-(4-substitutedbenzyl)-5-ethyl-5-phenyl- and 3-(4-substituted benzyl)-5,5-diphenylhydantoins. Hierarchical clustering analysis (HCA) shows that the investigated hydantoins have higher antiproliferative activity against human breast cancer cells than against human colon cancer cells. However, some hydantoins at the highest applied concentration reverse antiproliferative effect, higher against the human colon cancer cells and lower against human breast cancer cells. Principal component analysis (PCA) gives better insight into the activity of hydantoins related to their structural changes. It distinguishes more active compounds from the less active ones according to various criteria. Generally, more lipophilic 5,5-diphenylhydantoins exhibit a higher antiproliferative activity comparing to less lipophilic 5-ethyl-5-phenylhydantoins. Also, a substituent attached to benzyl moieties affects the activity additionally. The activity is particularly pronounced for compounds with cyano, methyl, chloro and bromo group. Halogen substituent were superior in antiproliferative capacity particularly in the series of 5,5-diphenylhydantoins. PB - Soc Brasileira Quimica, Sao Paulo T2 - Journal of the Brazilian Chemical Society T1 - Chemometric Study of the Antiproliferative Activity of Some New Hydantoin Derivatives: Assessment of Activity and Chromatographic Lipophilicity Data EP - 1386 IS - 7 SP - 1379 VL - 26 DO - 10.5935/0103-5053.20150106 ER -
@article{ author = "Đaković-Sekulić, Tatjana and Smolinski, Adam and Trišović, Nemanja and Ušćumlić, Gordana and Božić, Biljana", year = "2015", abstract = "Cancer is the major health problem affecting the mankind of today. Most of the drugs used in traditional chemotherapy are very limited and the discovery of novel, more active, more selective and less toxic ones is still very intensive. A chemometric approach was applied in the study of antiproliferative activity against human colon cancer and breast cancer as well as in the study of lipophilicity of 3-(4-substitutedbenzyl)-5-ethyl-5-phenyl- and 3-(4-substituted benzyl)-5,5-diphenylhydantoins. Hierarchical clustering analysis (HCA) shows that the investigated hydantoins have higher antiproliferative activity against human breast cancer cells than against human colon cancer cells. However, some hydantoins at the highest applied concentration reverse antiproliferative effect, higher against the human colon cancer cells and lower against human breast cancer cells. Principal component analysis (PCA) gives better insight into the activity of hydantoins related to their structural changes. It distinguishes more active compounds from the less active ones according to various criteria. Generally, more lipophilic 5,5-diphenylhydantoins exhibit a higher antiproliferative activity comparing to less lipophilic 5-ethyl-5-phenylhydantoins. Also, a substituent attached to benzyl moieties affects the activity additionally. The activity is particularly pronounced for compounds with cyano, methyl, chloro and bromo group. Halogen substituent were superior in antiproliferative capacity particularly in the series of 5,5-diphenylhydantoins.", publisher = "Soc Brasileira Quimica, Sao Paulo", journal = "Journal of the Brazilian Chemical Society", title = "Chemometric Study of the Antiproliferative Activity of Some New Hydantoin Derivatives: Assessment of Activity and Chromatographic Lipophilicity Data", pages = "1386-1379", number = "7", volume = "26", doi = "10.5935/0103-5053.20150106" }
Đaković-Sekulić, T., Smolinski, A., Trišović, N., Ušćumlić, G.,& Božić, B.. (2015). Chemometric Study of the Antiproliferative Activity of Some New Hydantoin Derivatives: Assessment of Activity and Chromatographic Lipophilicity Data. in Journal of the Brazilian Chemical Society Soc Brasileira Quimica, Sao Paulo., 26(7), 1379-1386. https://doi.org/10.5935/0103-5053.20150106
Đaković-Sekulić T, Smolinski A, Trišović N, Ušćumlić G, Božić B. Chemometric Study of the Antiproliferative Activity of Some New Hydantoin Derivatives: Assessment of Activity and Chromatographic Lipophilicity Data. in Journal of the Brazilian Chemical Society. 2015;26(7):1379-1386. doi:10.5935/0103-5053.20150106 .
Đaković-Sekulić, Tatjana, Smolinski, Adam, Trišović, Nemanja, Ušćumlić, Gordana, Božić, Biljana, "Chemometric Study of the Antiproliferative Activity of Some New Hydantoin Derivatives: Assessment of Activity and Chromatographic Lipophilicity Data" in Journal of the Brazilian Chemical Society, 26, no. 7 (2015):1379-1386, https://doi.org/10.5935/0103-5053.20150106 . .