1
|
Lee YV, Choi SB, Wahab HA, Lim TS, Choong YS. Applications of Ensemble Docking in Potential Inhibitor Screening for Mycobacterium tuberculosis Isocitrate Lyase Using a Local Plant Database. J Chem Inf Model 2019; 59:2487-2495. [PMID: 30840452 DOI: 10.1021/acs.jcim.8b00963] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Isocitrate lyase (ICL) is a persistent factor for the survival of dormant stage Mycobacterium tuberculosis (MTB), thus a potential drug target for tuberculosis treatment. In this work, ensemble docking approach was used to screen for potential inhibitors of ICL. The ensemble conformations of ICL active site were obtained from molecular dynamics simulation on three dimer form systems, namely the apo ICL, ICL in complex with metabolites (glyoxylate and succinate), and ICL in complex with substrate (isocitrate). Together with the ensemble conformations and the X-ray crystal structures, 22 structures were used for the screening against Malaysian Natural Compound Database (NADI). The top 10 compounds for each ensemble conformation were selected. The number of compounds was then further narrowed down to 22 compounds that were within the Lipinski's Rule of Five for drug-likeliness and were also docked into more than one ensemble conformation. Theses 22 compounds were furthered evaluate using whole cell assay. Some compounds were not commercially available; therefore, plant crude extracts were used for the whole cell assay. Compared to itaconate (the known inhibitor of ICL), crude extracts from Manilkara zapota, Morinda citrifolia, Vitex negundo, and Momordica charantia showed some inhibition activity. The MIC/MBC value were 12.5/25, 12.5/25, 0.78/1.6, and 0.39/1.6 mg/mL, respectively. This work could serve as a preliminary study in order to narrow the scope for high throughput screening in the future.
Collapse
Affiliation(s)
- Yie-Vern Lee
- Institute for Research in Molecular Medicine (INFORMM) , Universiti Sains Malaysia , 11800 Minden , Penang , Malaysia
| | - Sy Bing Choi
- School of Data Science , Perdana University , 43400 Sri Kembangan , Selangor , Malaysia
| | - Habibah A Wahab
- Pharmaceutical Design and Simulation Laboratory, School of Pharmaceutical Sciences , Universiti Sains Malaysia , 11800 Minden , Penang , Malaysia
| | - Theam Soon Lim
- Institute for Research in Molecular Medicine (INFORMM) , Universiti Sains Malaysia , 11800 Minden , Penang , Malaysia.,Analytical Biochemistry Research Centre , Universiti Sains Malaysia , 11800 Minden , Penang , Malaysia
| | - Yee Siew Choong
- Institute for Research in Molecular Medicine (INFORMM) , Universiti Sains Malaysia , 11800 Minden , Penang , Malaysia
| |
Collapse
|
2
|
Tasseau O, Mosset P, Barillé-Nion S, Gautier F, Juin P, Levoin N, Amireddy N, Kalivendi S, Grée R. Synthesis and cytotoxicity studies of newly designed benzyl-hydroquinone derivatives. Med Chem Res 2018. [DOI: 10.1007/s00044-017-2127-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
|
3
|
Silva GNS, Schuck DC, Cruz LN, Moraes MS, Nakabashi M, Gosmann G, Garcia CRS, Gnoatto SCB. Investigation of antimalarial activity, cytotoxicity and action mechanism of piperazine derivatives of betulinic acid. Trop Med Int Health 2014; 20:29-39. [PMID: 25308185 DOI: 10.1111/tmi.12395] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
OBJECTIVES To semisynthesise piperazine derivatives of betulinic acid to evaluate antimalarial activity, cytotoxicity and action mechanism. METHODS The new derivatives were evaluated against the CQ-sensitive Plasmodium falciparum 3D7 strain by flow cytometry (FC) using YOYO-1 as stain. Cytotoxicity of 4a and 4b was performed with HEK293T cells for 24 and 48 h by MTT assay. The capability of compound 4a to modulate Ca(2+) in the trophozoite stage was investigated. The trophozoites were stained with Fluo4-AM and analysed by spectrofluorimetry. Effect on mitochondrial membrane potential (ΔΨm) was tested for 4a by FC with DiOC6 (3) as stain. For β-haematin assay, 4a was incubated for 24 h with reagents such as haemin, and the fluorescence was measured by FlexStation at an absorbance of 405 nm. RESULTS Antimalarial activity of 4a and 4b was IC50 = 1 and 4 μm, respectively. Compound 4a displayed cytotoxicity with IC50 = 69 and 29 μm for 24 and 48 h, respectively, and 4b was not cytotoxic at the tested concentrations. Addition of 4a leads to an increase in cytosolic Ca(2+) . We have measured ΔΨm after treating parasites with the compound. Data on Figure 4a show that mitochondria were not affected. The action mechanism for 4a, inhibition of β-haematin formation (17%), was lower than CQ treatment (83%; IC50 = 3 mm). CONCLUSION Compound 4a showed excellent antimalarial activity, and its action mechanism is involved in Ca(2+) pathway(s).
Collapse
Affiliation(s)
- Gloria N S Silva
- Phytochemistry and Organic Synthesis Laboratory, Federal University of Rio Grande do Sul, Porto Alegre, Brazil; Plasmodium Molecular and Cellular Biology Laboratory, Department of Physiology, São Paulo University, São Paulo, Brazil
| | | | | | | | | | | | | | | |
Collapse
|
4
|
Coca R, Soler F, Cortés-Castell E, Gil-Guillén V, Fernández-Belda F. Inhibition mechanism of the intracellular transporter Ca2+-pump from sarco-endoplasmic reticulum by the antitumor agent dimethyl-celecoxib. PLoS One 2014; 9:e102083. [PMID: 25003576 PMCID: PMC4086972 DOI: 10.1371/journal.pone.0102083] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2014] [Accepted: 06/13/2014] [Indexed: 11/23/2022] Open
Abstract
Dimethyl-celecoxib is a celecoxib analog that lacks the capacity as cyclo-oxygenase-2 inhibitor and therefore the life-threatening effects but retains the antineoplastic properties. The action mechanism at the molecular level is unclear. Our in vitro assays using a sarcoplasmic reticulum preparation from rabbit skeletal muscle demonstrate that dimethyl-celecoxib inhibits Ca2+-ATPase activity and ATP-dependent Ca2+ transport in a concentration-dependent manner. Celecoxib was a more potent inhibitor of Ca2+-ATPase activity than dimethyl-celecoxib, as deduced from the half-maximum effect but dimethyl-celecoxib exhibited higher inhibition potency when Ca2+ transport was evaluated. Since Ca2+ transport was more sensitive to inhibition than Ca2+-ATPase activity the drugs under study caused Ca2+/Pi uncoupling. Dimethyl-celecoxib provoked greater uncoupling and the effect was dependent on drug concentration but independent of Ca2+-pump functioning. Dimethyl-celecoxib prevented Ca2+ binding by stabilizing the inactive Ca2+-free conformation of the pump. The effect on the kinetics of phosphoenzyme accumulation and the dependence of the phosphoenzyme level on dimethyl-celecoxib concentration were independent of whether or not the Ca2+–pump was exposed to the drug in the presence of Ca2+ before phosphorylation. This provided evidence of non-preferential interaction with the Ca2+-free conformation. Likewise, the decreased phosphoenzyme level in the presence of dimethyl-celecoxib that was partially relieved by increasing Ca2+ was consistent with the mentioned effect on Ca2+ binding. The kinetics of phosphoenzyme decomposition under turnover conditions was not altered by dimethyl-celecoxib. The dual effect of the drug involves Ca2+-pump inhibition and membrane permeabilization activity. The reported data can explain the cytotoxic and anti-proliferative effects that have been attributed to the celecoxib analog. Ligand docking simulation predicts interaction of celecoxib and dimethyl-celecoxib with the intracellular Ca2+ transporter at the inhibition site of hydroquinones.
Collapse
Affiliation(s)
- Ramón Coca
- Departamento de Medicina Clínica, Universidad Miguel Hernández en Campus de San Juan, Alicante, Spain
| | - Fernando Soler
- Departamento de Bioquímica y Biología Molecular A, Universidad de Murcia en Campus de Espinardo, Murcia, Spain
| | - Ernesto Cortés-Castell
- Departamento de Farmacología, Pediatría y Química Orgánica, Universidad Miguel Hernández en Campus de San Juan, Alicante, Spain
| | - Vicente Gil-Guillén
- Departamento de Medicina Clínica, Universidad Miguel Hernández en Campus de San Juan, Alicante, Spain
| | - Francisco Fernández-Belda
- Departamento de Bioquímica y Biología Molecular A, Universidad de Murcia en Campus de Espinardo, Murcia, Spain
- * E-mail:
| |
Collapse
|
5
|
Paula S, Hofmann E, Burden J, Stanton DT. Novel phenolic inhibitors of the sarco/endoplasmic reticulum calcium ATPase: identification and characterization by quantitative structure–activity relationship modeling and virtual screening. J Enzyme Inhib Med Chem 2014; 30:1-8. [DOI: 10.3109/14756366.2013.866659] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
|
6
|
Woeste M, Steller J, Hofmann E, Kidd T, Patel R, Connolly K, Jayasinghe M, Paula S. Structural requirements for inhibitory effects of bisphenols on the activity of the sarco/endoplasmic reticulum calcium ATPase. Bioorg Med Chem 2013; 21:3927-33. [PMID: 23643898 DOI: 10.1016/j.bmc.2013.04.012] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2013] [Revised: 03/23/2013] [Accepted: 04/01/2013] [Indexed: 01/04/2023]
Abstract
Bisphenols (BPs) are a class of small organic compounds with widespread industrial applications. Previous studies have identified several BPs that interfere with the activity of the ion-translocating enzyme sarco/endoplasmic reticulum calcium ATPase (SERCA). In order to define the molecular determinants of BP-mediated SERCA inhibition, we conducted enzyme activity assays with rabbit SERCA to determine the inhibitory potencies of 27 commercially available BPs, which were the basis for structure-activity relationships. The most potent BPs inhibited SERCA at low micromolar concentrations and carried at their two phenyl rings multiple non-polar substituents, such as small alkyl groups or halides. Furthermore, the presence of methyl groups or a cyclohexyl group at the central carbon atom connecting the two phenyl moieties correlated with good potencies. For a characterization and visualization of enzyme/inhibitor interactions, molecular docking was performed, which suggested that hydrogen bonding with Asp254 and hydrophobic interactions were the major driving forces for BP binding to SERCA. Calcium imaging studies with a selection of BPs showed that these inhibitors were able to increase intracellular calcium levels in living human cells, a behavior consistent with that of a SERCA inhibitor.
Collapse
Affiliation(s)
- Matthew Woeste
- Department of Chemistry, Dorothy Westerman Herrmann Natural Sciences Center, Northern Kentucky University, Highland Heights, KY 41099-1905, USA
| | | | | | | | | | | | | | | |
Collapse
|
7
|
Eriksson ESE, Eriksson LA. Identifying the sarco(endo)plasmic reticulum Ca2+ ATPase (SERCA) as a potential target for hypericin--a theoretical study. Phys Chem Chem Phys 2012; 14:12637-46. [PMID: 22892582 DOI: 10.1039/c2cp42237a] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The exact cellular target for the potent anti-cancer agent hypericin has not yet been determined; this thus encourages the application of computational chemistry tools to be employed in order to provide insights that can be employed in further drug development studies. In the present study computational docking and molecular dynamics simulations are applied to investigate possible interactions between hypericin and the Ca(2+) pump SERCA as proposed in the literature. Hypericin was found to bind strongly both in pockets within the transmembrane region and in the cytosolic region of the protein, although the two studied isoforms of SERCA differ slightly in their preferred binding sites. The calculated binding energies for hypericin in the four investigated sites were of the same magnitude as for thapsigargin (TG), the most potent SERCA inhibitor, or in the range between TG and di-tert-butylhydroquinone (BHQ), which is also known to possess inhibitory activity. The hydrophobic character of hypericin indicates that the molecule initially binds in the ER membrane from which it diffuses into the transmembrane region of the protein and to binding pockets therein. The transmembrane TG and BHQ binding pockets provide suitable locations for hypericin as they allow for favourable interactions with the lipid tails that surround these. High binding energies were noted for hypericin in these pockets and are expected to constitute highly possible binding sites due to their accessibility from the ER membrane. Hypericin most likely binds to both isoforms of SERCA and acts as an inhibitor or, under light irradiation, as a singlet oxygen generator that in turn degrades the protein or induces lipid peroxidation.
Collapse
Affiliation(s)
- Emma S E Eriksson
- Department of Chemistry and Molecular Biology, University of Gothenburg, 412 96 Göteborg, Sweden.
| | | |
Collapse
|
8
|
Soler F, Asensio MC, Fernández-Belda F. Inhibition of the intracellular Ca(2+) transporter SERCA (Sarco-Endoplasmic Reticulum Ca(2+)-ATPase) by the natural polyphenol epigallocatechin-3-gallate. J Bioenerg Biomembr 2012; 44:597-605. [PMID: 22851007 DOI: 10.1007/s10863-012-9462-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2012] [Accepted: 07/08/2012] [Indexed: 11/26/2022]
Abstract
The use of a microsomal preparation from skeletal muscle revealed that both Ca(2+) transport and Ca(2+)-dependent ATP hydrolysis linked to Sarco-Endoplasmic Reticulum Ca(2+)-ATPase are inhibited by epigallocatechin-3-gallate (EGCG). A half-maximal effect was achieved at approx. 12 μM. The presence of the galloyl group was essential for the inhibitory effect of the catechin. The relative inhibition of the Ca(2+)-ATPase activity decreased when the Ca(2+) concentration was raised but not when the ATP concentration was elevated. Data on the catalytic cycle indicated inhibition of maximal Ca(2+) binding and a decrease in Ca(2+) binding affinity when measured in the absence of ATP. Moreover, the addition of ATP to samples in the presence of EGCG and Ca(2+) led to an early increase in phosphoenzyme followed by a time-dependent decay that was faster when the drug concentration was raised. However, phosphorylation following the addition of ATP plus Ca(2+) led to a slow rate of phosphoenzyme accumulation that was also dependent on EGCG concentration. The results are consistent with retention of the transporter conformation in the Ca(2+)-free state, thus impeding Ca(2+) binding and therefore the subsequent steps when ATP is added to trigger the Ca(2+) transport process. Furthermore, phosphorylation by inorganic phosphate in the absence of Ca(2+) was partially inhibited by EGCG, suggesting alteration of the native Ca(2+)-free conformation at the catalytic site.
Collapse
Affiliation(s)
- Fernando Soler
- Departamento de Bioquímica y Biología Molecular A, Universidad de Murcia, Campus de Espinardo, Murcia, Spain
| | | | | |
Collapse
|
9
|
Elam C, Lape M, Deye J, Zultowsky J, Stanton DT, Paula S. Discovery of novel SERCA inhibitors by virtual screening of a large compound library. Eur J Med Chem 2011; 46:1512-23. [PMID: 21353727 DOI: 10.1016/j.ejmech.2011.01.069] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2010] [Revised: 12/10/2010] [Accepted: 01/29/2011] [Indexed: 01/07/2023]
Abstract
Two screening protocols based on recursive partitioning and computational ligand docking methodologies, respectively, were employed for virtual screens of a compound library with 345,000 entries for novel inhibitors of the enzyme sarco/endoplasmic reticulum calcium ATPase (SERCA), a potential target for cancer chemotherapy. A total of 72 compounds that were predicted to be potential inhibitors of SERCA were tested in bioassays and 17 displayed inhibitory potencies at concentrations below 100 μM. The majority of these inhibitors were composed of two phenyl rings tethered to each other by a short link of one to three atoms. Putative interactions between SERCA and the inhibitors were identified by inspection of docking-predicted poses and some of the structural features required for effective SERCA inhibition were determined by analysis of the classification pattern employed by the recursive partitioning models.
Collapse
Affiliation(s)
- Christopher Elam
- Department of Chemistry, Northern Kentucky University, Highland Heights, KY 41099-1905, USA
| | | | | | | | | | | |
Collapse
|
10
|
Comparison of current docking tools for the simulation of inhibitor binding by the transmembrane domain of the sarco/endoplasmic reticulum calcium ATPase. Biophys Chem 2010. [DOI: 10.1016/j.bpc.2010.01.011 pmid: 20167416] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
|
11
|
Lape M, Elam C, Paula S. Comparison of current docking tools for the simulation of inhibitor binding by the transmembrane domain of the sarco/endoplasmic reticulum calcium ATPase. Biophys Chem 2010; 150:88-97. [PMID: 20167416 DOI: 10.1016/j.bpc.2010.01.011] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2009] [Revised: 01/27/2010] [Accepted: 01/28/2010] [Indexed: 01/04/2023]
Abstract
Inhibitors of the transmembrane protein sarco/endoplasmic reticulum calcium ATPase (SERCA) are invaluable tools for the study of the enzyme's physiological functions and they have been recognized as a promising new class of anticancer agents. For the discovery of novel enzyme inhibitors, small molecule docking for virtual screens of large compound libraries has become increasingly important. Since the performance of various docking routines varies considerably, depending on the target and the chemical nature of the ligand, we critically evaluated the performance of four frequently used programs - GOLD, AutoDock, Surflex-Dock, and FRED - for the docking of SERCA inhibitors based on the structures of thapsigargin, di-tert-butylhydroquinone, and cyclopiazonic acid. Evaluation criteria were docking accuracy using crystal structures as references, docking reproducibility, and correlation between docking scores and known bioactivities. The best overall results were obtained by GOLD and FRED. Docking runs with conformationally flexible binding sites produced no significant improvement of the results.
Collapse
Affiliation(s)
- Michael Lape
- Department of Chemistry, Northern Kentucky University, Highland Heights, KY 41099-1905, USA
| | | | | |
Collapse
|
12
|
Paula S, Abell J, Deye J, Elam C, Lape M, Purnell J, Ratliff R, Sebastian K, Zultowsky J, Kempton RJ. Design, synthesis, and biological evaluation of hydroquinone derivatives as novel inhibitors of the sarco/endoplasmic reticulum calcium ATPase. Bioorg Med Chem 2009; 17:6613-9. [PMID: 19699645 DOI: 10.1016/j.bmc.2009.07.075] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2009] [Revised: 07/27/2009] [Accepted: 07/29/2009] [Indexed: 10/20/2022]
Abstract
Analogues of the compound 2,5-di-tert-butylhydroquinone (BHQ) are capable of inhibiting the enzyme sarco/endoplasmic reticulum ATPase (SERCA) in the low micromolar and submicromolar concentration ranges. Not only are SERCA inhibitors valuable research tools, but they also have potential medicinal value as agents against prostate cancer. This study describes the synthesis of 13 compounds representing several classes of BHQ analogues, such as hydroquinones with a single aromatic substituent, symmetrically and unsymmetrically disubstituted hydroquinones, and hydroquinones with omega-amino acid tethers attached to their hydroxyl groups. Structure-activity relationships were established by measuring the inhibitory potencies of all synthesized compounds in bioassays. The assays were complemented by computational ligand docking for an analysis of the relevant ligand/receptor interactions.
Collapse
Affiliation(s)
- Stefan Paula
- Department of Chemistry, Natural Sciences Center, Northern Kentucky University, Highland Heights, KY 41099-1905, United States.
| | | | | | | | | | | | | | | | | | | |
Collapse
|