Structure and ligand based drug design strategies in the development of novel serotonin 5-HTt2a receptor antagonists
Authors
Radan, Milica
Antonijević, Mirjana

Ružić, Dušan

Đikić, Teodora

Agbaba, Danica

Nikolić, Katarina

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The serotonin 5-HT2A receptors are widely distributed throughout the central and the peripheral nervous system where they
play a key role in many physiological functions. Abnormal activity of 5-HT2A receptors is associated with various neurological
disorders, such as depression, schizophrenia, anxiety, and Parkinson disease. In order to analyze 3D-structure of the pharmacophore as well as binding kinetics of 5-HT2A-R antagonists, we have combined ligand and structure based approaches.
Three-dimensional quantitative structure-activity relationship (3D-QSAR) study in combination with molecular docking and
molecular dynamic (MD) simulation was used to identify key substituents responsible for high binding affinity and selectivity of
5-HT2A antagonists. The study was performed on wide range of structurally diverse antagonists that were divided into three
different clusters: clozapine, ziprasidone, and CHEMBL240876 derivates. We have obtained three different inactive, antagonistbound,...
conformations of this receptor by using the 50ns long MD simulations with each cluster representative. Subsequently,
these conformations were used as templates for docking studies in order to find virtually bioactive conformations of ligands.
Selected virtually bioactive conformations were used for calculation of specific molecular descriptors (Grid Independent
Descriptors- GRIND) and 3D-QSAR model building. The 3D-QSAR approach was used to select the most influential variables
which were used for clarifying the structural features required for 5-HT2A antagonists. The reliability and predictive power of the
model was assessed using an external test set compounds and showed reasonable external predictability. The study provides
valuable information about the key structural features that are required in the rational drug design of novel 5-HT2A antagonists.
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2. Simpozijum iz biomedicine: bazična i klinička Neuronauka, KNJIGA SAŽETAKA, Farmaceutski fakultet - Univerzitet u Beogradu, 9. maj 2019., 2019, 14-15Publisher:
- Centar za eksperimentalnu i primenjenu fiziologiju Farmaceutskog fakulteta Univerziteta u Beogradu
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PharmacyTY - CONF AU - Radan, Milica AU - Antonijević, Mirjana AU - Ružić, Dušan AU - Đikić, Teodora AU - Agbaba, Danica AU - Nikolić, Katarina PY - 2019 UR - https://farfar.pharmacy.bg.ac.rs/handle/123456789/4886 AB - The serotonin 5-HT2A receptors are widely distributed throughout the central and the peripheral nervous system where they play a key role in many physiological functions. Abnormal activity of 5-HT2A receptors is associated with various neurological disorders, such as depression, schizophrenia, anxiety, and Parkinson disease. In order to analyze 3D-structure of the pharmacophore as well as binding kinetics of 5-HT2A-R antagonists, we have combined ligand and structure based approaches. Three-dimensional quantitative structure-activity relationship (3D-QSAR) study in combination with molecular docking and molecular dynamic (MD) simulation was used to identify key substituents responsible for high binding affinity and selectivity of 5-HT2A antagonists. The study was performed on wide range of structurally diverse antagonists that were divided into three different clusters: clozapine, ziprasidone, and CHEMBL240876 derivates. We have obtained three different inactive, antagonistbound, conformations of this receptor by using the 50ns long MD simulations with each cluster representative. Subsequently, these conformations were used as templates for docking studies in order to find virtually bioactive conformations of ligands. Selected virtually bioactive conformations were used for calculation of specific molecular descriptors (Grid Independent Descriptors- GRIND) and 3D-QSAR model building. The 3D-QSAR approach was used to select the most influential variables which were used for clarifying the structural features required for 5-HT2A antagonists. The reliability and predictive power of the model was assessed using an external test set compounds and showed reasonable external predictability. The study provides valuable information about the key structural features that are required in the rational drug design of novel 5-HT2A antagonists. PB - Centar za eksperimentalnu i primenjenu fiziologiju Farmaceutskog fakulteta Univerziteta u Beogradu C3 - 2. Simpozijum iz biomedicine: bazična i klinička Neuronauka, KNJIGA SAŽETAKA, Farmaceutski fakultet - Univerzitet u Beogradu, 9. maj 2019. T1 - Structure and ligand based drug design strategies in the development of novel serotonin 5-HTt2a receptor antagonists SP - 14 EP - 15 UR - https://hdl.handle.net/21.15107/rcub_farfar_4886 ER -
@conference{ author = "Radan, Milica and Antonijević, Mirjana and Ružić, Dušan and Đikić, Teodora and Agbaba, Danica and Nikolić, Katarina", year = "2019", abstract = "The serotonin 5-HT2A receptors are widely distributed throughout the central and the peripheral nervous system where they play a key role in many physiological functions. Abnormal activity of 5-HT2A receptors is associated with various neurological disorders, such as depression, schizophrenia, anxiety, and Parkinson disease. In order to analyze 3D-structure of the pharmacophore as well as binding kinetics of 5-HT2A-R antagonists, we have combined ligand and structure based approaches. Three-dimensional quantitative structure-activity relationship (3D-QSAR) study in combination with molecular docking and molecular dynamic (MD) simulation was used to identify key substituents responsible for high binding affinity and selectivity of 5-HT2A antagonists. The study was performed on wide range of structurally diverse antagonists that were divided into three different clusters: clozapine, ziprasidone, and CHEMBL240876 derivates. We have obtained three different inactive, antagonistbound, conformations of this receptor by using the 50ns long MD simulations with each cluster representative. Subsequently, these conformations were used as templates for docking studies in order to find virtually bioactive conformations of ligands. Selected virtually bioactive conformations were used for calculation of specific molecular descriptors (Grid Independent Descriptors- GRIND) and 3D-QSAR model building. The 3D-QSAR approach was used to select the most influential variables which were used for clarifying the structural features required for 5-HT2A antagonists. The reliability and predictive power of the model was assessed using an external test set compounds and showed reasonable external predictability. The study provides valuable information about the key structural features that are required in the rational drug design of novel 5-HT2A antagonists.", publisher = "Centar za eksperimentalnu i primenjenu fiziologiju Farmaceutskog fakulteta Univerziteta u Beogradu", journal = "2. Simpozijum iz biomedicine: bazična i klinička Neuronauka, KNJIGA SAŽETAKA, Farmaceutski fakultet - Univerzitet u Beogradu, 9. maj 2019.", title = "Structure and ligand based drug design strategies in the development of novel serotonin 5-HTt2a receptor antagonists", pages = "14-15", url = "https://hdl.handle.net/21.15107/rcub_farfar_4886" }
Radan, M., Antonijević, M., Ružić, D., Đikić, T., Agbaba, D.,& Nikolić, K.. (2019). Structure and ligand based drug design strategies in the development of novel serotonin 5-HTt2a receptor antagonists. in 2. Simpozijum iz biomedicine: bazična i klinička Neuronauka, KNJIGA SAŽETAKA, Farmaceutski fakultet - Univerzitet u Beogradu, 9. maj 2019. Centar za eksperimentalnu i primenjenu fiziologiju Farmaceutskog fakulteta Univerziteta u Beogradu., 14-15. https://hdl.handle.net/21.15107/rcub_farfar_4886
Radan M, Antonijević M, Ružić D, Đikić T, Agbaba D, Nikolić K. Structure and ligand based drug design strategies in the development of novel serotonin 5-HTt2a receptor antagonists. in 2. Simpozijum iz biomedicine: bazična i klinička Neuronauka, KNJIGA SAŽETAKA, Farmaceutski fakultet - Univerzitet u Beogradu, 9. maj 2019.. 2019;:14-15. https://hdl.handle.net/21.15107/rcub_farfar_4886 .
Radan, Milica, Antonijević, Mirjana, Ružić, Dušan, Đikić, Teodora, Agbaba, Danica, Nikolić, Katarina, "Structure and ligand based drug design strategies in the development of novel serotonin 5-HTt2a receptor antagonists" in 2. Simpozijum iz biomedicine: bazična i klinička Neuronauka, KNJIGA SAŽETAKA, Farmaceutski fakultet - Univerzitet u Beogradu, 9. maj 2019. (2019):14-15, https://hdl.handle.net/21.15107/rcub_farfar_4886 .