1
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He T, Giacomini D, Tolomelli A, Baiula M, Gentilucci L. Conjecturing about Small-Molecule Agonists and Antagonists of α4β1 Integrin: From Mechanistic Insight to Potential Therapeutic Applications. Biomedicines 2024; 12:316. [PMID: 38397918 PMCID: PMC10887150 DOI: 10.3390/biomedicines12020316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 01/18/2024] [Accepted: 01/25/2024] [Indexed: 02/25/2024] Open
Abstract
Integrins are heterodimeric cell-surface receptors that regulate cell-cell adhesion and cellular functions through bidirectional signaling. On the other hand, anomalous trafficking of integrins is also implicated in severe pathologies as cancer, thrombosis, inflammation, allergies, and multiple sclerosis. For this reason, they are attractive candidates as drug targets. However, despite promising preclinical data, several anti-integrin drugs failed in late-stage clinical trials for chronic indications, with paradoxical side effects. One possible reason is that, at low concentration, ligands proposed as antagonists may also act as partial agonists. Hence, the comprehension of the specific structural features for ligands' agonism or antagonism is currently of the utmost interest. For α4β1 integrin, the situation is particularly obscure because neither the crystallographic nor the cryo-EM structures are known. In addition, very few potent and selective agonists are available for investigating the mechanism at the basis of the receptor activation. In this account, we discuss the physiological role of α4β1 integrin and the related pathologies, and review the few agonists. Finally, we speculate on plausible models to explain agonism vs. antagonism by comparison with RGD-binding integrins and by analysis of computational simulations performed with homology or hybrid receptor structures.
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Affiliation(s)
- Tingting He
- Department of Chemistry “G. Ciamician”, University of Bologna, Via Gobetti 83, Ue4, 40129 Bologna, Italy; (T.H.); (D.G.); (A.T.)
| | - Daria Giacomini
- Department of Chemistry “G. Ciamician”, University of Bologna, Via Gobetti 83, Ue4, 40129 Bologna, Italy; (T.H.); (D.G.); (A.T.)
| | - Alessandra Tolomelli
- Department of Chemistry “G. Ciamician”, University of Bologna, Via Gobetti 83, Ue4, 40129 Bologna, Italy; (T.H.); (D.G.); (A.T.)
| | - Monica Baiula
- Department of Pharmacology and Biotechnology (FABIT), University of Bologna, Via Irnerio 48, 40126 Bologna, Italy;
| | - Luca Gentilucci
- Department of Chemistry “G. Ciamician”, University of Bologna, Via Gobetti 83, Ue4, 40129 Bologna, Italy; (T.H.); (D.G.); (A.T.)
- Health Sciences & Technologies (HST) CIRI, University of Bologna, Via Tolara di Sopra 41/E, 40064 Ozzano Emilia, Italy
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2
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Tvaroška I, Kozmon S, Kóňa J. Molecular Modeling Insights into the Structure and Behavior of Integrins: A Review. Cells 2023; 12:cells12020324. [PMID: 36672259 PMCID: PMC9856412 DOI: 10.3390/cells12020324] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 01/09/2023] [Accepted: 01/11/2023] [Indexed: 01/18/2023] Open
Abstract
Integrins are heterodimeric glycoproteins crucial to the physiology and pathology of many biological functions. As adhesion molecules, they mediate immune cell trafficking, migration, and immunological synapse formation during inflammation and cancer. The recognition of the vital roles of integrins in various diseases revealed their therapeutic potential. Despite the great effort in the last thirty years, up to now, only seven integrin-based drugs have entered the market. Recent progress in deciphering integrin functions, signaling, and interactions with ligands, along with advancement in rational drug design strategies, provide an opportunity to exploit their therapeutic potential and discover novel agents. This review will discuss the molecular modeling methods used in determining integrins' dynamic properties and in providing information toward understanding their properties and function at the atomic level. Then, we will survey the relevant contributions and the current understanding of integrin structure, activation, the binding of essential ligands, and the role of molecular modeling methods in the rational design of antagonists. We will emphasize the role played by molecular modeling methods in progress in these areas and the designing of integrin antagonists.
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Affiliation(s)
- Igor Tvaroška
- Institute of Chemistry, Slovak Academy of Sciences, Dúbravska cesta 9, 845 38 Bratislava, Slovakia
- Correspondence:
| | - Stanislav Kozmon
- Institute of Chemistry, Slovak Academy of Sciences, Dúbravska cesta 9, 845 38 Bratislava, Slovakia
- Medical Vision o. z., Záhradnícka 4837/55, 821 08 Bratislava, Slovakia
| | - Juraj Kóňa
- Institute of Chemistry, Slovak Academy of Sciences, Dúbravska cesta 9, 845 38 Bratislava, Slovakia
- Medical Vision o. z., Záhradnícka 4837/55, 821 08 Bratislava, Slovakia
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3
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Sartori A, Bugatti K, Portioli E, Baiula M, Casamassima I, Bruno A, Bianchini F, Curti C, Zanardi F, Battistini L. New 4-Aminoproline-Based Small Molecule Cyclopeptidomimetics as Potential Modulators of α 4β 1 Integrin. Molecules 2021; 26:molecules26196066. [PMID: 34641610 PMCID: PMC8512764 DOI: 10.3390/molecules26196066] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 10/01/2021] [Accepted: 10/04/2021] [Indexed: 02/01/2023] Open
Abstract
Integrin α4β1 belongs to the leukocyte integrin family and represents a therapeutic target of relevant interest given its primary role in mediating inflammation, autoimmune pathologies and cancer-related diseases. The focus of the present work is the design, synthesis and characterization of new peptidomimetic compounds that are potentially able to recognize α4β1 integrin and interfere with its function. To this aim, a collection of seven new cyclic peptidomimetics possessing both a 4-aminoproline (Amp) core scaffold grafted onto key α4β1-recognizing sequences and the (2-methylphenyl)ureido-phenylacetyl (MPUPA) appendage, was designed, with the support of molecular modeling studies. The new compounds were synthesized through SPPS procedures followed by in-solution cyclization maneuvers. The biological evaluation of the new cyclic ligands in cell adhesion assays on Jurkat cells revealed promising submicromolar agonist activity in one compound, namely, the c[Amp(MPUPA)Val-Asp-Leu] cyclopeptide. Further investigations will be necessary to complete the characterization of this class of compounds.
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Affiliation(s)
- Andrea Sartori
- Department of Food and Drug, University of Parma, Parco Area delle Scienze 27/A, 43124 Parma, Italy; (A.S.); (K.B.); (E.P.); (A.B.); (C.C.); (F.Z.)
| | - Kelly Bugatti
- Department of Food and Drug, University of Parma, Parco Area delle Scienze 27/A, 43124 Parma, Italy; (A.S.); (K.B.); (E.P.); (A.B.); (C.C.); (F.Z.)
| | - Elisabetta Portioli
- Department of Food and Drug, University of Parma, Parco Area delle Scienze 27/A, 43124 Parma, Italy; (A.S.); (K.B.); (E.P.); (A.B.); (C.C.); (F.Z.)
| | - Monica Baiula
- Department of Pharmacy and Biotechnology, University of Bologna, Via Irnerio 48, 40126 Bologna, Italy; (M.B.); (I.C.)
| | - Irene Casamassima
- Department of Pharmacy and Biotechnology, University of Bologna, Via Irnerio 48, 40126 Bologna, Italy; (M.B.); (I.C.)
| | - Agostino Bruno
- Department of Food and Drug, University of Parma, Parco Area delle Scienze 27/A, 43124 Parma, Italy; (A.S.); (K.B.); (E.P.); (A.B.); (C.C.); (F.Z.)
| | - Francesca Bianchini
- Department of Experimental and Clinical Biomedical Sciences, University of Florence, Viale G.B. Morgagni 50, 50134 Firenze, Italy;
| | - Claudio Curti
- Department of Food and Drug, University of Parma, Parco Area delle Scienze 27/A, 43124 Parma, Italy; (A.S.); (K.B.); (E.P.); (A.B.); (C.C.); (F.Z.)
| | - Franca Zanardi
- Department of Food and Drug, University of Parma, Parco Area delle Scienze 27/A, 43124 Parma, Italy; (A.S.); (K.B.); (E.P.); (A.B.); (C.C.); (F.Z.)
| | - Lucia Battistini
- Department of Food and Drug, University of Parma, Parco Area delle Scienze 27/A, 43124 Parma, Italy; (A.S.); (K.B.); (E.P.); (A.B.); (C.C.); (F.Z.)
- Correspondence: ; Tel.: +39-0521-906040
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4
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Baiula M, Spampinato S, Gentilucci L, Tolomelli A. Novel Ligands Targeting α 4β 1 Integrin: Therapeutic Applications and Perspectives. Front Chem 2019; 7:489. [PMID: 31338363 PMCID: PMC6629825 DOI: 10.3389/fchem.2019.00489] [Citation(s) in RCA: 54] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2019] [Accepted: 06/25/2019] [Indexed: 12/13/2022] Open
Abstract
Among the other members of the adhesion molecules' family, α4β1 integrin, a heterodimeric receptor, plays a crucial role in inflammatory diseases, cancer development, metastasis and stem cell mobilization or retention. In many cases, its function in pathogenesis is not yet completely understood and investigations on ligand binding and related stabilization of active/inactive conformations still represent an important goal. For this reason, starting from the highlight of α4β1 functions in human pathologies, we report an overview of synthetic α4β1 integrin ligands under development as potential therapeutic agents. The small molecule library that we have selected represents a collection of lead compounds. These molecules are the object of future refinement in academic and industrial research, in order to achieve a fine tuning of α4β1 integrin regulation for the development of novel agents against pathologies still eluding an effective solution.
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Affiliation(s)
- Monica Baiula
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Santi Spampinato
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna, Italy
| | - Luca Gentilucci
- Department of Chemistry “G. Ciamician,” University of Bologna, Bologna, Italy
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5
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An integrated QSAR modeling approach to explore the structure-property and selectivity relationships of N-benzoyl-L-biphenylalanines as integrin antagonists. Mol Divers 2017; 22:129-158. [PMID: 29147824 DOI: 10.1007/s11030-017-9789-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2017] [Accepted: 10/23/2017] [Indexed: 12/11/2022]
Abstract
Integrins [Formula: see text] and [Formula: see text] are important targets to treat different inflammatory diseases, such as multiple sclerosis, inflammatory bowel diseases, rheumatoid arthritis, atherosclerosis, and asthma. Despite being valuable targets, only a few work has been reported to date regarding molecular modeling studies on these integrins. Not only that, none of these reports addressed the selectivity issue between integrins [Formula: see text] and [Formula: see text]. Therefore, a major challenge regarding the design and discovery of selective integrin antagonists remains. In this study, a series of 142 N-benzoyl-L-biphenylalanines having both integrin [Formula: see text] and [Formula: see text] inhibitory activities were considered for a variety of QSAR approaches including regression and classification-based 2D-QSARs, Hologram QSARs, 3D-QSAR CoMFA and CoMSIA studies to identify the structural requirements of these integrin antagonists. All these QSAR models were statistically validated and subsequently correlated with each other to get a detailed understanding of the activity and selectivity profiles of these molecules.
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6
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De Marco R, Mazzotti G, Dattoli SD, Baiula M, Spampinato S, Greco A, Gentilucci L. 5-aminomethyloxazolidine-2,4-dione hybrid α/β-dipeptide scaffolds as inductors of constrained conformations: Applications to the synthesis of integrin antagonists. Biopolymers 2016. [PMID: 26211418 DOI: 10.1002/bip.22704] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Peptidomimetics represent an attractive starting point for drug discovery programs; in particular, peptidomimetics that result from the incorporation of a heterocycle may take advantage of increased enzymatic stability and higher ability to reproduce the bioactive conformations of the parent peptides, resulting in enhanced therapeutic potential. Herein, we present mimetics of the α4β1 integrin antagonist BIO1211 (MPUPA-Leu-Asp-Val-Pro-OH), containing a aminomethyloxazolidine-2,4-dione scaffold (Amo). Interestingly, the retro-sequences PhCOAsp(OH)-Amo-APUMP including either (S)- or (R)-configured Amo displayed significant ability to inhibit the adhesion of α4β1 integrin expressing cells, and remarkable stability in mouse serum. Possibly, the conformational bias exerted by the Amo scaffold determined the affinity for the receptors. These peptidomimetics could be of interest for the development of small-molecule agents effective against inflammatory processes and correlated autoimmune diseases.
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Affiliation(s)
- Rossella De Marco
- Department of Chemistry "G. Ciamician", University of Bologna, via Selmi 2, Bologna, 40126, Italy
| | - Giacomo Mazzotti
- Department of Chemistry "G. Ciamician", University of Bologna, via Selmi 2, Bologna, 40126, Italy
| | - Samantha D Dattoli
- Department of Pharmacy and BioTechnology, University of Bologna, via Irnerio 48, Bologna, 40126, Italy
| | - Monica Baiula
- Department of Pharmacy and BioTechnology, University of Bologna, via Irnerio 48, Bologna, 40126, Italy
| | - Santi Spampinato
- Department of Pharmacy and BioTechnology, University of Bologna, via Irnerio 48, Bologna, 40126, Italy
| | - Arianna Greco
- Department of Chemistry "G. Ciamician", University of Bologna, via Selmi 2, Bologna, 40126, Italy
| | - Luca Gentilucci
- Department of Chemistry "G. Ciamician", University of Bologna, via Selmi 2, Bologna, 40126, Italy
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7
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De Marco R, Tolomelli A, Juaristi E, Gentilucci L. Integrin Ligands with α/β-Hybrid Peptide Structure: Design, Bioactivity, and Conformational Aspects. Med Res Rev 2016; 36:389-424. [PMID: 26777675 DOI: 10.1002/med.21383] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Integrins are cell surface receptors for proteins of the extracellular matrix and plasma-borne adhesive proteins. Their involvement in diverse pathologies prompted medicinal chemists to develop small-molecule antagonists, and very often such molecules are peptidomimetics designed on the basis of the short native ligand-integrin recognition motifs. This review deals with peptidomimetic integrin ligands composed of α- and β-amino acids. The roles exerted by the β-amino acid components are discussed in terms of biological activity, bioavailability, and selectivity. Special attention is paid to the synthetic accessibility and efficiency of conformationally constrained heterocyclic scaffolds incorporating α/β-amino acid span.
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Affiliation(s)
- Rossella De Marco
- Department of Chemistry "G. Ciamician,", University of Bologna, via Selmi 2, 40126, Bologna, Italy
| | - Alessandra Tolomelli
- Department of Chemistry "G. Ciamician,", University of Bologna, via Selmi 2, 40126, Bologna, Italy
| | - Eusebio Juaristi
- Department of Chemistry, Centro de Investigacion y de Estudios Avanzados del IPN, Avenida IPN 2508, esquina Ticoman, Mexico, D.F., 07360, Mexico
| | - Luca Gentilucci
- Department of Chemistry "G. Ciamician,", University of Bologna, via Selmi 2, 40126, Bologna, Italy
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8
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Tolomelli A, Baiula M, Viola A, Ferrazzano L, Gentilucci L, Dattoli S, Spampinato S, Juaristi E, Escudero M. Dehydro-β-proline Containing α4β1 Integrin Antagonists: Stereochemical Recognition in Ligand-Receptor Interplay. ACS Med Chem Lett 2015; 6:701-6. [PMID: 26101577 PMCID: PMC4468404 DOI: 10.1021/acsmedchemlett.5b00125] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2015] [Accepted: 05/05/2015] [Indexed: 01/10/2023] Open
Abstract
A novel class of dehydro-β-proline-containing peptidomimetics, designed to be effective as α4β1 integrin ligands, has been developed on the basis of the fundamental requirements for the interactions of these transmembrane receptors with bioactive ligands. Dehydro-β-proline ring has been synthesized through an original pathway, involving ring closing metathesis of a diallylamino derivative. The synthesized products showed to be effective and selective as α4β1 integrin antagonists and displayed IC50 values in the nanomolar range in cell adhesion inhibition assays and in VCAM-1-induced phosphorylation of extracellular-signal-regulated kinases. Significant activity was observed also toward the homologous integrin α4β7, while they did not display any activity toward selected members of β1, β2, and β3 families. A strong dependence on the stereochemistry of the heterocyclic central core could be observed. The great importance of α4β1 integrin in chronic inflammatory and autoimmune diseases suggests a possible exploitation of these ligands as lead compounds for therapeutic tools development.
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Affiliation(s)
- Alessandra Tolomelli
- Department of Chemistry “G. Ciamician”, University of Bologna, Via Selmi 2, 40126 Bologna, Italy
| | - Monica Baiula
- Department of Pharmacy
and Biotechnology, University of Bologna, Via Irnerio 48, 40126 Bologna, Italy
| | - Angelo Viola
- Department of Chemistry “G. Ciamician”, University of Bologna, Via Selmi 2, 40126 Bologna, Italy
| | - Lucia Ferrazzano
- Department of Chemistry “G. Ciamician”, University of Bologna, Via Selmi 2, 40126 Bologna, Italy
| | - Luca Gentilucci
- Department of Chemistry “G. Ciamician”, University of Bologna, Via Selmi 2, 40126 Bologna, Italy
| | - Samantha
Deianira Dattoli
- Department of Pharmacy
and Biotechnology, University of Bologna, Via Irnerio 48, 40126 Bologna, Italy
| | - Santi Spampinato
- Department of Pharmacy
and Biotechnology, University of Bologna, Via Irnerio 48, 40126 Bologna, Italy
| | - Eusebio Juaristi
- Centro de Investigación y de Estudios Avanzados del Instituto
Politécnico Nacional, Av. Instituto Politécnico Nacional 2508, Col. San Pedro Zacatenco 07360, México
| | - Margarita Escudero
- Centro de Investigación y de Estudios Avanzados del Instituto
Politécnico Nacional, Av. Instituto Politécnico Nacional 2508, Col. San Pedro Zacatenco 07360, México
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9
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Shih KC, Lee CC, Tsai CN, Lin YS, Tang CY. Development of a human dihydroorotate dehydrogenase (hDHODH) pharma-similarity index approach with scaffold-hopping strategy for the design of novel potential inhibitors. PLoS One 2014; 9:e87960. [PMID: 24504131 PMCID: PMC3913663 DOI: 10.1371/journal.pone.0087960] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2013] [Accepted: 01/01/2014] [Indexed: 12/27/2022] Open
Abstract
Human dihydroorotate dehydrogenase (hDHODH) is a class-2 dihydroorotate dehydrogenase. Because it is extensively used by proliferating cells, its inhibition in autoimmune and inflammatory diseases, cancers, and multiple sclerosis is of substantial clinical importance. In this study, we had two aims. The first was to develop an hDHODH pharma-similarity index approach (PhSIA) using integrated molecular dynamics calculations, pharmacophore hypothesis, and comparative molecular similarity index analysis (CoMSIA) contour information techniques. The approach, for the discovery and design of novel inhibitors, was based on 25 diverse known hDHODH inhibitors. Three statistical methods were used to verify the performance of hDHODH PhSIA. Fischer’s cross-validation test provided a 98% confidence level and the goodness of hit (GH) test score was 0.61. The q2, r2, and predictive r2 values were 0.55, 0.97, and 0.92, respectively, for a partial least squares validation method. In our approach, each diverse inhibitor structure could easily be aligned with contour information, and common substructures were unnecessary. For our second aim, we used the proposed approach to design 13 novel hDHODH inhibitors using a scaffold-hopping strategy. Chemical features of the approach were divided into two groups, and the Vitas-M Laboratory fragment was used to create de novo inhibitors. This approach provides a useful tool for the discovery and design of potential inhibitors of hDHODH, and does not require docking analysis; thus, our method can assist medicinal chemists in their efforts to identify novel inhibitors.
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Affiliation(s)
- Kuei-Chung Shih
- Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan
- * E-mail: (KCS); (CYT)
| | - Chi-Ching Lee
- Bioinformatics Center, Chang Gung University, Taoyuan, Taiwan
| | - Chi-Neu Tsai
- Graduate Institute of Chang-Gung Medical Science, Chang-Gung University, Taoyuan, Taiwan
| | - Yu-Shan Lin
- Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan
| | - Chuan-Yi Tang
- Department of Computer Science, National Tsing Hua University, Hsinchu, Taiwan
- Department of Computer Science and Information Engineering, Providence University, Taichung, Taiwan
- * E-mail: (KCS); (CYT)
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10
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Dattoli SD, De Marco R, Baiula M, Spampinato S, Greco A, Tolomelli A, Gentilucci L. Synthesis and assay of retro-α4β1 integrin-targeting motifs. Eur J Med Chem 2013; 73:225-32. [PMID: 24412498 DOI: 10.1016/j.ejmech.2013.12.009] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2013] [Revised: 12/05/2013] [Accepted: 12/06/2013] [Indexed: 10/25/2022]
Abstract
In recent years, several research groups proposed new peptidomimetic antagonists of integrins αvβ3, α5β1, αIIbβ3, αvβ6, αvβ5, etc. based on retro sequences of the classic integrin-binding motif RGD. The retro strategy is still largely ignored for the non-RGD-binding α4β1 integrin. Herein we present the first examples of retro sequences for targeting this integrin, composed of Asp or isoAsp equipped with an aromatic cap at the N-terminus, (S)-pyrrolidine-3-carboxylic acid (β(2)-Pro) as a constrained core, and the amino variant (AMPUMP) of the well-known α4-targeting diphenylurea MPUPA. We discuss α4β1 receptor affinity (SPA), cell adhesion assays, stability in mouse serum, and conformational analysis. For their significant ability to inhibit cell adhesion and remarkable stability, the retro-peptide mimetics BnCO-Asp-β-Pro-AMPUMP (3) and BnCO-isoAsp-β-Pro-AMPUMP (4) represent promising candidates for designing small molecules as potential anti-inflammatory agents.
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Affiliation(s)
- Samantha D Dattoli
- Dept. of Pharmacy and BioTechnology, University of Bologna, via Irnerio 48, 40126 Bologna, Italy
| | - Rossella De Marco
- Dept. of Chemistry "G. Ciamician", University of Bologna, via Selmi 2, 40126 Bologna, Italy.
| | - Monica Baiula
- Dept. of Pharmacy and BioTechnology, University of Bologna, via Irnerio 48, 40126 Bologna, Italy
| | - Santi Spampinato
- Dept. of Pharmacy and BioTechnology, University of Bologna, via Irnerio 48, 40126 Bologna, Italy.
| | - Arianna Greco
- Dept. of Chemistry "G. Ciamician", University of Bologna, via Selmi 2, 40126 Bologna, Italy
| | - Alessandra Tolomelli
- Dept. of Chemistry "G. Ciamician", University of Bologna, via Selmi 2, 40126 Bologna, Italy
| | - Luca Gentilucci
- Dept. of Chemistry "G. Ciamician", University of Bologna, via Selmi 2, 40126 Bologna, Italy.
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11
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Bhatt H, Patel P, Pannecouque C. Discovery of HIV-1 Integrase Inhibitors: Pharmacophore Mapping, Virtual Screening, Molecular Docking, Synthesis, and Biological Evaluation. Chem Biol Drug Des 2013; 83:154-66. [DOI: 10.1111/cbdd.12207] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2013] [Revised: 07/18/2013] [Accepted: 08/12/2013] [Indexed: 11/29/2022]
Affiliation(s)
- Hardik Bhatt
- Department of Pharmaceutical Chemistry; Institute of Pharmacy; Nirma University; Ahmedabad 382 481 India
| | - Paresh Patel
- Department of Pharmaceutical Chemistry; L.J. Institute of Pharmacy; L.J. Campus, S.G. Highway Ahmedabad 382 210 India
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12
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Halder AK, Saha A, Jha T. Exploration of structural and physicochemical requirements and search of virtual hits for aminopeptidase N inhibitors. Mol Divers 2013; 17:123-37. [PMID: 23341006 PMCID: PMC7089330 DOI: 10.1007/s11030-013-9422-5] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2012] [Accepted: 01/07/2013] [Indexed: 11/28/2022]
Abstract
Aminopeptidase N (APN) inhibitors have been reported to be effective in treating of life threatening diseases including cancer. Validated ligand- and structure-based pharmacophore mapping approaches were combined with Bayesian modeling and recursive partitioning to identify structural and physicochemical requirements for highly active APN inhibitors. Based on the assumption that ligand- and structure-based pharmacophore models are complementary, the efficacy of 'multiple pharmacophore screening' for filtering true positive virtual hits was investigated. These multiple pharmacophore screening methods were utilized to search novel virtual hits for APN inhibition. The number of hits was refined and reduced by recursive partitioning, drug-likeliness, pharmacokinetic property prediction, and comparative molecular-docking studies. Four compounds were proposed as the potential virtual hits for APN enzyme inhibition.
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Affiliation(s)
- Amit K. Halder
- Natural Science Laboratory, Division of Medicinal and Pharmaceutical Chemistry, Department of Pharmaceutical Technology, Jadavpur University, P.O. Box 17020, Kolkata, 700032 India
| | - Achintya Saha
- Department of Chemical Technology, University of Calcutta, 92, APC Ray Road, Kolkata, 700009 India
| | - Tarun Jha
- Natural Science Laboratory, Division of Medicinal and Pharmaceutical Chemistry, Department of Pharmaceutical Technology, Jadavpur University, P.O. Box 17020, Kolkata, 700032 India
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