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Qin P, Niu Y, Duan J, Lin P. Computational study on the mechanism of small molecules inhibiting NLRP3 with ensemble docking and molecular dynamic simulations. BMC Pharmacol Toxicol 2025; 26:49. [PMID: 40033437 DOI: 10.1186/s40360-025-00851-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2024] [Accepted: 01/21/2025] [Indexed: 03/05/2025] Open
Abstract
NLRP3 (Nucleotide-binding oligomerization domain, LRR and pyrin domain-containing protein 3) is a pivotal regulator of inflammation, with strong implications in gout, neurodegenerative diseases, and various inflammatory conditions. Consequently, the exploration of NLRP3 inhibitors is of great significance for the treatment of diseases. MCC950, NP3-146, compound (3), and YQ128 are four highly bioactive NLRP3 inhibitors that show great potential; however, their mechanism of action is currently limited to targeting the ATP binding region (NACHT site) of the NLRP3 protein. To gain deeper insights into the defining features of NLRP3 inhibitors and to develop more potent inhibitors, it is imperative to elucidate the interaction mechanism between NLRP3 and these inhibitors. In this study, we employ a comprehensive computational approach to investigate the binding mechanism between NLRP3 and representative inhibitors. Utilizing the molecular mechanics/generalized Born surface area (MM/GBSA) method, we calculate the binding free energy and pinpoint the key residues involved in the binding of the four inhibitors to NLRP3. The decomposition of binding free energy by the MM/GBSA method reveals that the residues Val71, Arg195, Ile255, Phe419, Arg422, and Met505, situated around the binding pocket, play a crucial role in conferring the high bioactivity of NLRP3 inhibitors. Furthermore, pharmacophore analysis of the four NLRP3 complexes indicates that the primary interaction between the inhibitors and NLRP3 was mainly hydrophobic interaction. Our study provides a profound understanding of the interaction mechanism between NLRP3 and its inhibitors, identifies the key residues involved, and provides theoretical guidance for the design of more efficient NLRP3 inhibitors.
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Affiliation(s)
- Pingyang Qin
- College of Chemical Engineering and Environment, Weifang University of Science and Technology, Weifang, 262700, China
| | - Yuzhen Niu
- College of Chemical Engineering and Environment, Weifang University of Science and Technology, Weifang, 262700, China.
| | - Jizheng Duan
- Institute of Modern Physics, Chinese Academy of Science, Lanzhou, 730000, China
| | - Ping Lin
- College of Chemical Engineering and Environment, Weifang University of Science and Technology, Weifang, 262700, China.
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Obeidat A. Free energy of formation of SPC/E-water and TIP4P-water using BAR and TI in MD and MC. J Mol Liq 2019. [DOI: 10.1016/j.molliq.2019.111274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Kaur T, Menon A, Garner AL. Synthesis of 7-benzylguanosine cap-analogue conjugates for eIF4E targeted degradation. Eur J Med Chem 2019; 166:339-350. [PMID: 30735900 DOI: 10.1016/j.ejmech.2019.01.080] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Revised: 01/29/2019] [Accepted: 01/29/2019] [Indexed: 10/27/2022]
Abstract
Eukaryotic translation initiation factor 4E (eIF4E) is a key player in the initiation of cap-dependent translation through recognition of the m7GpppX cap at the 5' terminus of coding mRNAs. As eIF4E overexpression has been observed in a number of human diseases, most notably cancer, targeting this oncogenic translation initiation factor has emerged as a promising strategy for the development of novel anti-cancer therapeutics. Toward this end, in the present study, we have rationally designed a series of Bn7GxP-based PROTACs for the targeted degradation of eIF4E. Herein we describe our synthetic efforts, in addition to biochemical and cellular characterization of these compounds.
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Affiliation(s)
- Tanpreet Kaur
- Department of Medicinal Chemistry, College of Pharmacy, University of Michigan, 1600 Huron Parkway, Ann Arbor, MI, 48109, USA
| | - Arya Menon
- Department of Medicinal Chemistry, College of Pharmacy, University of Michigan, 1600 Huron Parkway, Ann Arbor, MI, 48109, USA
| | - Amanda L Garner
- Department of Medicinal Chemistry, College of Pharmacy, University of Michigan, 1600 Huron Parkway, Ann Arbor, MI, 48109, USA.
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Michel J, Foloppe N, Essex JW. Rigorous Free Energy Calculations in Structure-Based Drug Design. Mol Inform 2016; 29:570-8. [PMID: 27463452 DOI: 10.1002/minf.201000051] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2010] [Accepted: 05/28/2010] [Indexed: 11/07/2022]
Abstract
Structure-based drug design could benefit greatly from computational methodologies that accurately predict the binding affinity of small compounds to target biomolecules. However, the current scoring functions used to rank compounds in virtual screens by docking are not sufficiently accurate to guide reliably the design of tight binding ligands. Thus, there is strong interest in methodologies based on molecular simulations of protein-ligand complexes which are perceived to be more accurate and, with advances in computing power, amenable to routine use. This report provides an overview of the technical details necessary to understand, execute and analyze binding free energy calculations, using free energy perturbation or thermodynamic integration methods. Examples of possible applications in structure-based drug design are discussed. Current methodological limitations are highlighted as well as a number of ongoing developments to improve the scope, reliability, and practicalities of free energy calculations. These efforts are paving the way for a more common use of free energy calculations in molecular design.
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Affiliation(s)
- Julien Michel
- Institute of Structural and Molecular Biology, The University of Edinburgh, Edinburgh, EH9 3JR, UK. .,Department of Chemistry, Yale University, New Haven, CT-06520, USA.
| | | | - Jonathan W Essex
- School of Chemistry, University of Southampton, Highfield, Southampton, SO17 1BJ, UK
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Antiproliferative activities of halogenated pyrrolo[3,2-d]pyrimidines. Bioorg Med Chem 2015; 23:4354-4363. [PMID: 26122770 DOI: 10.1016/j.bmc.2015.06.025] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2015] [Revised: 06/04/2015] [Accepted: 06/10/2015] [Indexed: 11/20/2022]
Abstract
In vitro evaluation of the halogenated pyrrolo[3,2-d]pyrimidines identified antiproliferative activities in compounds 1 and 2 against four different cancer cell lines. Upon screening of a series of pyrrolo[3,2-d]pyrimidines, the 2,4-Cl compound 1 was found to exhibit antiproliferative activity at low micromolar concentrations. Introduction of iodine at C7 resulted in significant enhancement of potency by reducing the IC50 into sub-micromolar levels, thereby suggesting the importance of a halogen at C7. This finding was further supported by an increased antiproliferative effect for 4 as compared to 3. Cell-cycle and apoptosis studies conducted on the two potent compounds 1 and 2 showed differences in their cytotoxic mechanisms in triple negative breast cancer MDA-MB-231 cells, wherein compound 1 induced cells to accumulate at the G2/M stage with little evidence of apoptotic death. In contrast, compound 2 robustly induced apoptosis with concomitant G2/M cell cycle arrest in this cell model.
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6
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Temburnikar KW, Zimmermann SC, Kim NT, Ross CR, Gelbmann C, Salomon CE, Wilson GM, Balzarini J, Seley-Radtke KL. Antiproliferative activities of halogenated thieno[3,2-d]pyrimidines. Bioorg Med Chem 2014; 22:2113-22. [PMID: 24631358 PMCID: PMC4565497 DOI: 10.1016/j.bmc.2014.02.033] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2013] [Revised: 02/10/2014] [Accepted: 02/18/2014] [Indexed: 12/17/2022]
Abstract
The in vitro evaluation of thieno[3,2-d]pyrimidines identified halogenated compounds 1 and 2 with antiproliferative activity against three different cancer cell lines. A structure activity relationship study indicated the necessity of the chlorine at the C4-position for biological activity. The two most active compounds 1 and 2 were found to induce apoptosis in the leukemia L1210 cell line. Additionally, the compounds were screened against a variety of other microbial targets and as a result, selective activity against several fungi was also observed. The synthesis and preliminary biological results are reported herein.
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Affiliation(s)
- Kartik W Temburnikar
- Department of Chemistry and Biochemistry, University of Maryland Baltimore County, 1000 Hilltop Circle, Baltimore, MD 21250, USA
| | - Sarah C Zimmermann
- Department of Chemistry and Biochemistry, University of Maryland Baltimore County, 1000 Hilltop Circle, Baltimore, MD 21250, USA
| | - Nathaniel T Kim
- Department of Chemistry and Biochemistry, University of Maryland Baltimore County, 1000 Hilltop Circle, Baltimore, MD 21250, USA
| | - Christina R Ross
- Department of Biochemistry and Molecular Biology, University of Maryland School of Medicine, 108 N. Greene Street, Baltimore, MD 21201, USA
| | - Christopher Gelbmann
- Center for Drug Design, University of Minnesota, 516 Delaware St. SE, Minneapolis, MN 55455, USA
| | - Christine E Salomon
- Center for Drug Design, University of Minnesota, 516 Delaware St. SE, Minneapolis, MN 55455, USA
| | - Gerald M Wilson
- Department of Biochemistry and Molecular Biology, University of Maryland School of Medicine, 108 N. Greene Street, Baltimore, MD 21201, USA
| | - Jan Balzarini
- Rega Institute for Medical Research, KU Leuven, Minderbroedersstraat 10, B-3000 Leuven, Belgium
| | - Katherine L Seley-Radtke
- Department of Chemistry and Biochemistry, University of Maryland Baltimore County, 1000 Hilltop Circle, Baltimore, MD 21250, USA.
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Paladino A, Zangi R. Ribose 2'-Hydroxyl Groups Stabilize RNA Hairpin Structures Containing GCUAA Pentaloop. J Chem Theory Comput 2013; 9:1214-21. [PMID: 26588764 DOI: 10.1021/ct3006216] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The chemical structure of RNA and DNA is very similar; however, the three-dimensional conformation of these two nucleic acids is very different. Whereas the DNA adopts a repetitive structure of a double-stranded helix, RNA is primarily single stranded with a complex three-dimensional structure in which the hairpin is the most common secondary structure. Apart from the difference between uracil and thymine, the difference in the chemical structure between RNA and DNA is the presence of a hydroxyl group at position 2' of the sugar (ribose) instead of a hydrogen (deoxyribose). In this paper, we present molecular dynamics simulations addressing the contribution of 2'-hydroxyls to the stability of a GCUAA pentaloop motif. The results indicate that the 2'-hydroxyls stabilize the hairpin conformation of the GCUAA pentaloop relative to an analogous oligonucleotide in which the ribose sugars in the loop region were substituted with deoxyriboses. The magnitude of the stabilization was found to be 23.8 ± 4.1 kJ/mol using an alchemical mutations free energy method and 4.2 ± 6.5 kJ/mol using potential of mean force calculations. The latter indicates that in addition to its larger thermodynamic stability the RNA hairpin is also kinetically more stable. We find that the excess stability is a result of intrahairpin hydrogen bonds in the loop region between the 2'-hydroxyls and sugars, bases, and phosphates. The hydrogen bonds with the sugars and phosphates involve predominantly interactions with adjacent nucleotides. However, the hydrogen bonds with the bases involve also interactions between groups on opposite sides of the loop or with the middle base of the loop and are therefore likely to contribute significantly to the stability of the loop. Of these hydrogen bonds, the most frequent is observed between the 2'-hydroxyl at the first position of the pentaloop with N6/N7 of adenine at the forth position, as well as between the 2'-hydroxyl at position -1 with N6 of adenine at the fifth position. Our results contribute to the notion that one of the important roles of the ribose sugars in RNA is to facilitate hairpin formation.
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Affiliation(s)
- Antonella Paladino
- Department of Organic Chemistry I, University of the Basque Country UPV/EHU, Avenida de Tolosa 72, 20018, San Sebastian, Spain
| | - Ronen Zangi
- Department of Organic Chemistry I, University of the Basque Country UPV/EHU, Avenida de Tolosa 72, 20018, San Sebastian, Spain.,IKERBASQUE, Basque Foundation for Science, 48011, Bilbao, Spain
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Mahadevi AS, Sastry GN. Cation-π interaction: its role and relevance in chemistry, biology, and material science. Chem Rev 2012; 113:2100-38. [PMID: 23145968 DOI: 10.1021/cr300222d] [Citation(s) in RCA: 780] [Impact Index Per Article: 60.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Affiliation(s)
- A Subha Mahadevi
- Molecular Modeling Group, CSIR-Indian Institute of Chemical Technology Tarnaka, Hyderabad 500 607, Andhra Pradesh, India
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9
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Chen X, Kopecky DJ, Mihalic J, Jeffries S, Min X, Heath J, Deignan J, Lai S, Fu Z, Guimaraes C, Shen S, Li S, Johnstone S, Thibault S, Xu H, Cardozo M, Shen W, Walker N, Kayser F, Wang Z. Structure-guided design, synthesis, and evaluation of guanine-derived inhibitors of the eIF4E mRNA-cap interaction. J Med Chem 2012; 55:3837-51. [PMID: 22458568 DOI: 10.1021/jm300037x] [Citation(s) in RCA: 169] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
The eukaryotic initiation factor 4E (eIF4E) plays a central role in the initiation of gene translation and subsequent protein synthesis by binding the 5' terminal mRNA cap structure. We designed and synthesized a series of novel compounds that display potent binding affinity against eIF4E despite their lack of a ribose moiety, phosphate, and positive charge as present in m7-GMP. The biochemical activity of compound 33 is 95 nM for eIF4E in an SPA binding assay. More importantly, the compound has an IC(50) of 2.5 μM for inhibiting cap-dependent mRNA translation in a rabbit reticular cell extract assay (RRL-IVT). This series of potent, truncated analogues could serve as a promising new starting point toward the design of neutral eIF4E inhibitors with physicochemical properties suitable for cellular activity assessment.
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Affiliation(s)
- Xiaoqi Chen
- Department of Chemistry Research & Discovery, Amgen Inc., 1120 Veterans Boulevard, South San Francisco, California 94080, USA.
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Marsh L. Prediction of ligand binding using an approach designed to accommodate diversity in protein-ligand interactions. PLoS One 2011; 6:e23215. [PMID: 21860668 PMCID: PMC3157911 DOI: 10.1371/journal.pone.0023215] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2011] [Accepted: 07/12/2011] [Indexed: 02/07/2023] Open
Abstract
Computational determination of protein-ligand interaction potential is important for many biological applications including virtual screening for therapeutic drugs. The novel internal consensus scoring strategy is an empirical approach with an extended set of 9 binding terms combined with a neural network capable of analysis of diverse complexes. Like conventional consensus methods, internal consensus is capable of maintaining multiple distinct representations of protein-ligand interactions. In a typical use the method was trained using ligand classification data (binding/no binding) for a single receptor. The internal consensus analyses successfully distinguished protein-ligand complexes from decoys (r2, 0.895 for a series of typical proteins). Results are superior to other tested empirical methods. In virtual screening experiments, internal consensus analyses provide consistent enrichment as determined by ROC-AUC and pROC metrics.
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Affiliation(s)
- Lorraine Marsh
- Department of Biology, Long Island University, Brooklyn, New York, United States of America.
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Kore AR, Shanmugasundaram M, Barta TJ. Synthesis and substrate validation of cap analogs containing 7-deazaguanosine moiety by RNA polymerase. NUCLEOSIDES NUCLEOTIDES & NUCLEIC ACIDS 2011; 29:821-30. [PMID: 21128169 DOI: 10.1080/15257770.2010.529860] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
An efficient synthesis of new cap analogs containing 7-deazaguanosine moiety such as m(7)G[5']ppp[5'](7-deaza)G and m₂(7,3'O)G[5']ppp[5'](7-deaza)G is described. The biological substrate validation of these new cap analogs is evaluated with respect to its capping efficiency and in vitro T7 RNA polymerase transcription using standard cap m⁷G[5']ppp[5']G as a control. The capping efficiency and HPLC data reveal that these new analogs are not the substrate for T7 RNA polymerase or SP6 RNA polymerase. The present study highlights the importance of the presence of nitrogen atom at N7-position of the guanosine moiety for the polymerase recognition.
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Affiliation(s)
- Anilkumar R Kore
- Life Technologies Corporation, Bioorganic Chemistry Division, 2130 Woodward Street, Austin, TX 78744-1832, USA.
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Alexandrova AN. Promiscuous DNA alkyladenine glycosylase dramatically favors a bound lesion over undamaged adenine. Biophys Chem 2010; 152:118-27. [DOI: 10.1016/j.bpc.2010.08.007] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2010] [Revised: 08/14/2010] [Accepted: 08/17/2010] [Indexed: 10/19/2022]
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