1
|
Pätsi HT, Kilpeläinen TP, Jumppanen M, Uhari-Väänänen J, Wielendaele PV, De Lorenzo F, Cui H, Auno S, Saharinen J, Seppälä E, Sipari N, Savinainen J, De Meester I, Lambeir AM, Lahtela-Kakkonen M, Myöhänen TT, Wallén EAA. 5-Aminothiazoles Reveal a New Ligand-Binding Site on Prolyl Oligopeptidase Which is Important for Modulation of Its Protein-Protein Interaction-Derived Functions. J Med Chem 2024; 67:5421-5436. [PMID: 38546708 DOI: 10.1021/acs.jmedchem.3c01993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/12/2024]
Abstract
A series of novel 5-aminothiazole-based ligands for prolyl oligopeptidase (PREP) comprise selective, potent modulators of the protein-protein interaction (PPI)-mediated functions of PREP, although they are only weak inhibitors of the proteolytic activity of PREP. The disconnected structure-activity relationships are significantly more pronounced for the 5-aminothiazole-based ligands than for the earlier published 5-aminooxazole-based ligands. Furthermore, the stability of the 5-aminothiazole scaffold allowed exploration of wider substitution patterns than that was possible with the 5-aminooxazole scaffold. The intriguing structure-activity relationships for the modulation of the proteolytic activity and PPI-derived functions of PREP were elaborated by presenting a new binding site for PPI modulating PREP ligands, which was initially discovered using molecular modeling and later confirmed through point mutation studies. Our results suggest that this new binding site on PREP is clearly more important than the active site of PREP for the modulation of its PPI-mediated functions.
Collapse
Affiliation(s)
- Henri T Pätsi
- Drug Research Program, Division of Pharmaceutical Chemistry and Technology, Faculty of Pharmacy, University of Helsinki, P.O. Box 56, 00014 Helsinki, Finland
| | - Tommi P Kilpeläinen
- Drug Research Program, Division of Pharmacology and Pharmacotherapy, Faculty of Pharmacy, University of Helsinki, P.O. Box 56, 00014 Helsinki, Finland
| | - Mikael Jumppanen
- Drug Research Program, Division of Pharmaceutical Chemistry and Technology, Faculty of Pharmacy, University of Helsinki, P.O. Box 56, 00014 Helsinki, Finland
| | - Johanna Uhari-Väänänen
- Drug Research Program, Division of Pharmacology and Pharmacotherapy, Faculty of Pharmacy, University of Helsinki, P.O. Box 56, 00014 Helsinki, Finland
| | - Pieter Van Wielendaele
- Laboratory of Medical Biochemistry, Department of Pharmaceutical Sciences, Faculty of Pharmaceutical, Biomedical and Veterinary Sciences, University of Antwerp, 2610 Wilrijk, Belgium
| | - Francesca De Lorenzo
- Drug Research Program, Division of Pharmacology and Pharmacotherapy, Faculty of Pharmacy, University of Helsinki, P.O. Box 56, 00014 Helsinki, Finland
| | - Hengjing Cui
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, Yliopistonranta 1C, 70211 Kuopio, Finland
| | - Samuli Auno
- Drug Research Program, Division of Pharmacology and Pharmacotherapy, Faculty of Pharmacy, University of Helsinki, P.O. Box 56, 00014 Helsinki, Finland
| | - Janne Saharinen
- Drug Research Program, Division of Pharmaceutical Chemistry and Technology, Faculty of Pharmacy, University of Helsinki, P.O. Box 56, 00014 Helsinki, Finland
| | - Erin Seppälä
- School of Medicine/Biomedicine, Faculty of Health Sciences, University of Eastern Finland, Yliopistonranta 8, Kuopio 70211, Finland
| | - Nina Sipari
- Viikki Metabolomics Unit, Faculty of Biological and Environmental Sciences, University of Helsinki, Viikinkaari 5 E, 00014 Helsinki, Finland
| | - Juha Savinainen
- School of Medicine/Biomedicine, Faculty of Health Sciences, University of Eastern Finland, Yliopistonranta 8, Kuopio 70211, Finland
| | - Ingrid De Meester
- Laboratory of Medical Biochemistry, Department of Pharmaceutical Sciences, Faculty of Pharmaceutical, Biomedical and Veterinary Sciences, University of Antwerp, 2610 Wilrijk, Belgium
| | - Anne-Marie Lambeir
- Laboratory of Medical Biochemistry, Department of Pharmaceutical Sciences, Faculty of Pharmaceutical, Biomedical and Veterinary Sciences, University of Antwerp, 2610 Wilrijk, Belgium
| | - Maija Lahtela-Kakkonen
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, Yliopistonranta 1C, 70211 Kuopio, Finland
| | - Timo T Myöhänen
- Drug Research Program, Division of Pharmacology and Pharmacotherapy, Faculty of Pharmacy, University of Helsinki, P.O. Box 56, 00014 Helsinki, Finland
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, Yliopistonranta 1C, 70211 Kuopio, Finland
- Division of Pharmacology, Faculty of Medicine, University of Helsinki, P.O.Box 63, 00014 Helsinki, Finland
| | - Erik A A Wallén
- Drug Research Program, Division of Pharmaceutical Chemistry and Technology, Faculty of Pharmacy, University of Helsinki, P.O. Box 56, 00014 Helsinki, Finland
| |
Collapse
|
2
|
Herrala M, Huovinen M, Järvelä E, Hellman J, Tolonen P, Lahtela-Kakkonen M, Rysä J. Micro-sized polyethylene particles affect cell viability and oxidative stress responses in human colorectal adenocarcinoma Caco-2 and HT-29 cells. Sci Total Environ 2023; 867:161512. [PMID: 36626990 DOI: 10.1016/j.scitotenv.2023.161512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 01/05/2023] [Accepted: 01/06/2023] [Indexed: 06/17/2023]
Abstract
Plastic is a widely utilized material and polyethylene is one of the most used plastic types. Microplastics are plastic particles (size <5 mm) which are primarily a micro-size range or results from degeneration of larger plastic pieces in the environment. Drinking water and food are two main human exposure sources for microplastics and consequently effects of microplastics in gastrointestinal tract are considered important. Still, only little is known how microplastics and plastic associated chemicals affect the human health. The aim of our study was to evaluate the ability of micro-sized polyethylene to cause harmful effects in human intestinal cells. Raw ultra-high molecular-weight polyethylene (size 5-60 μm) was used. In addition, polyethylene particles were extracted with ethanol to determine the effect of extraction process on toxicity of the particles. In the experiments, human colorectal adenocarcinoma Caco-2 and HT-29 cells were exposed to polyethylene (0.25-1.0 mg/ml) or extracts for 48 h. After exposure, cell viability and cytotoxicity were assessed with MTT and lactate dehydrogenase assay. Reactive oxygen species (ROS) production was measured with dichlorofluorescin diacetate and cytoplasmic production of superoxide with dihydroethidium and mitochondrial superoxide production with MitoSOX. The 48-h exposure to polyethylene decreased dose-dependently cell viability and increased oxidative stress, especially mitochondrial superoxide production, in both cell lines. Effects on ROS or cytosolic superoxide production were not observed. Also, exposure to extracts decreased cell viability and increased oxidative stress in cell cultures, but there were differences between cell lines. These effects were most probably caused by the remaining particles rather than the compounds released from the plastic during the extraction. In conclusion, our study shows that micro-sized polyethylene and ethanol-extracted polyethylene in high concentrations decreased cell viability and increased oxidative stress responses in intestinal cells. These results contribute to the existing evidence on potential adverse human health effects of microplastics.
Collapse
Affiliation(s)
- Mikko Herrala
- School of Pharmacy, University of Eastern Finland, Kuopio, Finland.
| | - Marjo Huovinen
- School of Pharmacy, University of Eastern Finland, Kuopio, Finland
| | - Essi Järvelä
- School of Pharmacy, University of Eastern Finland, Kuopio, Finland
| | - Julia Hellman
- School of Pharmacy, University of Eastern Finland, Kuopio, Finland
| | - Pauliina Tolonen
- School of Pharmacy, University of Eastern Finland, Kuopio, Finland
| | | | - Jaana Rysä
- School of Pharmacy, University of Eastern Finland, Kuopio, Finland
| |
Collapse
|
3
|
Djokovic N, Rahnasto-Rilla M, Lougiakis N, Lahtela-Kakkonen M, Nikolic K. SIRT2i_Predictor: A Machine Learning-Based Tool to Facilitate the Discovery of Novel SIRT2 Inhibitors. Pharmaceuticals (Basel) 2023; 16:ph16010127. [PMID: 36678624 PMCID: PMC9864763 DOI: 10.3390/ph16010127] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Revised: 01/10/2023] [Accepted: 01/11/2023] [Indexed: 01/17/2023] Open
Abstract
A growing body of preclinical evidence recognized selective sirtuin 2 (SIRT2) inhibitors as novel therapeutics for treatment of age-related diseases. However, none of the SIRT2 inhibitors have reached clinical trials yet. Transformative potential of machine learning (ML) in early stages of drug discovery has been witnessed by widespread adoption of these techniques in recent years. Despite great potential, there is a lack of robust and large-scale ML models for discovery of novel SIRT2 inhibitors. In order to support virtual screening (VS), lead optimization, or facilitate the selection of SIRT2 inhibitors for experimental evaluation, a machine-learning-based tool titled SIRT2i_Predictor was developed. The tool was built on a panel of high-quality ML regression and classification-based models for prediction of inhibitor potency and SIRT1-3 isoform selectivity. State-of-the-art ML algorithms were used to train the models on a large and diverse dataset containing 1797 compounds. Benchmarking against structure-based VS protocol indicated comparable coverage of chemical space with great gain in speed. The tool was applied to screen the in-house database of compounds, corroborating the utility in the prioritization of compounds for costly in vitro screening campaigns. The easy-to-use web-based interface makes SIRT2i_Predictor a convenient tool for the wider community. The SIRT2i_Predictor's source code is made available online.
Collapse
Affiliation(s)
- Nemanja Djokovic
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, University of Belgrade, Vojvode Stepe 450, 11221 Belgrade, Serbia
- Correspondence: (N.D.); (K.N.)
| | - Minna Rahnasto-Rilla
- School of Pharmacy, University of Eastern Finland, P.O. Box 1627, 70210 Kuopio, Finland
| | - Nikolaos Lougiakis
- Laboratory of Medicinal Chemistry, Section of Pharmaceutical Chemistry, Department of Pharmacy, School of Health Sciences, National and Kapodistrian University of Athens, Panepistimiopolis-Zografou, 15771 Athens, Greece
| | | | - Katarina Nikolic
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, University of Belgrade, Vojvode Stepe 450, 11221 Belgrade, Serbia
- Correspondence: (N.D.); (K.N.)
| |
Collapse
|
4
|
Djokovic N, Ruzic D, Rahnasto-Rilla M, Srdic-Rajic T, Lahtela-Kakkonen M, Nikolic K. Expanding the Accessible Chemical Space of SIRT2 Inhibitors through Exploration of Binding Pocket Dynamics. J Chem Inf Model 2022; 62:2571-2585. [PMID: 35467856 DOI: 10.1021/acs.jcim.2c00241] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Considerations of binding pocket dynamics are one of the crucial aspects of the rational design of binders. Identification of alternative conformational states or cryptic subpockets could lead to the discovery of completely novel groups of the ligands. However, experimental characterization of pocket dynamics, besides being expensive, may not be able to elucidate all of the conformational states relevant for drug discovery projects. In this study, we propose the protocol for computational simulations of sirtuin 2 (SIRT2) binding pocket dynamics and its integration into the structure-based virtual screening (SBVS) pipeline. Initially, unbiased molecular dynamics simulations of SIRT2:inhibitor complexes were performed using optimized force field parameters of SIRT2 inhibitors. Time-lagged independent component analysis (tICA) was used to design pocket-related collective variables (CVs) for enhanced sampling of SIRT2 pocket dynamics. Metadynamics simulations in the tICA eigenvector space revealed alternative conformational states of the SIRT2 binding pocket and the existence of a cryptic subpocket. Newly identified SIRT2 conformational states outperformed experimentally resolved states in retrospective SBVS validation. After performing prospective SBVS, compounds from the under-represented portions of the SIRT2 inhibitor chemical space were selected for in vitro evaluation. Two compounds, NDJ18 and NDJ85, were identified as potent and selective SIRT2 inhibitors, which validated the in silico protocol and opened up the possibility for generalization and broadening of its application. The anticancer effects of the most potent compound NDJ18 were examined on the triple-negative breast cancer cell line. Results indicated that NDJ18 represents a promising structure suitable for further evaluation.
Collapse
Affiliation(s)
- Nemanja Djokovic
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, University of Belgrade, Vojvode Stepe 450, 11221 Belgrade, Serbia
| | - Dusan Ruzic
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, University of Belgrade, Vojvode Stepe 450, 11221 Belgrade, Serbia
| | - Minna Rahnasto-Rilla
- School of Pharmacy, University of Eastern Finland, P.O. Box 1627, 70210 Kuopio, Finland
| | - Tatjana Srdic-Rajic
- Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Pasterova 14, 11000 Belgrade, Serbia
| | | | - Katarina Nikolic
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, University of Belgrade, Vojvode Stepe 450, 11221 Belgrade, Serbia
| |
Collapse
|
5
|
Järvenpää J, Rahnasto-Rilla M, Lahtela-Kakkonen M, Küblbeck J. Profiling the regulatory interplay of BET bromodomains and Sirtuins in cancer cell lines. Biomed Pharmacother 2022; 147:112652. [DOI: 10.1016/j.biopha.2022.112652] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 01/14/2022] [Accepted: 01/14/2022] [Indexed: 12/27/2022] Open
|
6
|
Rahnasto-Rilla M, Järvenpää J, Huovinen M, Schroderus AM, Ihantola EL, Küblbeck J, Khadeer M, Moaddel R, Lahtela-Kakkonen M. Effects of galloflavin and ellagic acid on sirtuin 6 and its anti-tumorigenic activities. Biomed Pharmacother 2020; 131:110701. [PMID: 32905943 DOI: 10.1016/j.biopha.2020.110701] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2020] [Revised: 08/20/2020] [Accepted: 08/26/2020] [Indexed: 12/11/2022] Open
Abstract
Sirtuin 6 (SIRT6), a member of sirtuin family (SIRT1-7), regulates distinct cellular functions; genome stability, DNA repair, and inflammation related diseases. Recently, we demonstrated that anthocyanidins in berries induce the catalytic activity of SIRT6. In this study, we explored the effects of Galloflavin and Ellagic acid, the most common polyphenols in berries, on SIRT6. SIRT6 deacetylation was investigated using HPLC and immunoblotting assays. The expression levels of SIRT6, glycolytic proteins and cellular metabolism were studied on human colon adenocarcinoma cells (Caco2). Molecular docking studies were carried out to study possible interactions of the compounds with sirtuins. Ellagic acid increased the deacetylase activity of SIRT6 by up to 50-fold; it showed moderate inhibition of SIRT1-3. Galloflavin and Ellagic acid showed anti-proliferative effects on Caco2. The compounds also upregulated SIRT6 expression whereas key proteins in glycolysis were downregulated. Galloflavin decreased glucose transporter 1 (GLUT1) expression, and Ellagic acid affected the expression of protein dehydrogenase kinase 1 (PDK1). Interestingly, both compounds caused reduction in glucose uptake and lactate production. Both Galloflavin and Ellagic acid were able to form hydrogen bonds with Asp188 and Gly6 in SIRT6. In this study, we showed that Galloflavin and Ellagic acid increased SIRT6 activity and decreased the expression of SIRT6 associated proteins involved in cancer development. Taken together, Galloflavin and Ellagic acid targeting SIRT6 activity may provide a new insight in the development of anti-cancer therapy.
Collapse
Affiliation(s)
| | - Joni Järvenpää
- School of Pharmacy, University of Eastern Finland, 70210, Kuopio, Finland
| | - Marjo Huovinen
- School of Pharmacy, University of Eastern Finland, 70210, Kuopio, Finland
| | - Anna-Mari Schroderus
- Department of Clinical Microbiology, Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland
| | - Emmi-Leena Ihantola
- Department of Clinical Microbiology, Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland
| | - Jenni Küblbeck
- School of Pharmacy, University of Eastern Finland, 70210, Kuopio, Finland
| | - Mohammed Khadeer
- Biomedical Research Center, National Institute on Aging, National Institutes of Health, Baltimore, Maryland, 21224, USA
| | - Ruin Moaddel
- Biomedical Research Center, National Institute on Aging, National Institutes of Health, Baltimore, Maryland, 21224, USA.
| | | |
Collapse
|
7
|
Tenhunen J, Kokkola T, Huovinen M, Rahnasto-Rilla M, Lahtela-Kakkonen M. Impact of structurally diverse BET inhibitors on SIRT1. Gene 2020; 741:144558. [PMID: 32165310 DOI: 10.1016/j.gene.2020.144558] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2019] [Accepted: 03/08/2020] [Indexed: 12/15/2022]
Abstract
The epigenetic regulation of gene expression is controlled by various processes, of which one is histone acetylation. Many proteins control gene expression via histone acetylation. Those proteins include sirtuins (SIRTs) and bromodomain and extraterminal proteins (BETs), which are known to regulate same cellular processes and pathways. The aim of this study was to explore BET inhibitors' effects on SIRT1. Previously we showed that BET inhibitor (+)-JQ1 increases SIRT1 levels, but in the current study we used also other, structurally diverse BET inhibitors, I-BET151 and Pfi-1, and examined their effects on SIRT1 levels in two breast cancer cell lines. The results differed between the inhibitors and also between the cell lines. (+)-JQ1 had opposite effects on SIRT1 levels in the two cell lines, I-BET151 increased the levels in both cell lines, and Pfi-1 had no effect. In conclusion, the effect of structurally diverse BET inhibitors on SIRT1 levels is divergent, and the responses might also be cell type-dependent. These findings are important for all SIRT1 and BET inhibitor-related research, and they show that different BET inhibitors might have important individual effects.
Collapse
Affiliation(s)
- Jonna Tenhunen
- School of Pharmacy, University of Eastern Finland, Yliopistonranta 1C, 70211 Kuopio, Finland
| | - Tarja Kokkola
- Institute of Clinical Medicine, University of Eastern Finland, Yliopistonranta 1C, 70211 Kuopio, Finland
| | - Marjo Huovinen
- School of Pharmacy, University of Eastern Finland, Yliopistonranta 1C, 70211 Kuopio, Finland
| | - Minna Rahnasto-Rilla
- School of Pharmacy, University of Eastern Finland, Yliopistonranta 1C, 70211 Kuopio, Finland
| | - Maija Lahtela-Kakkonen
- School of Pharmacy, University of Eastern Finland, Yliopistonranta 1C, 70211 Kuopio, Finland.
| |
Collapse
|
8
|
Heger V, Tyni J, Hunyadi A, Horáková L, Lahtela-Kakkonen M, Rahnasto-Rilla M. Quercetin based derivatives as sirtuin inhibitors. Biomed Pharmacother 2019; 111:1326-1333. [PMID: 30841446 DOI: 10.1016/j.biopha.2019.01.035] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2018] [Revised: 01/08/2019] [Accepted: 01/08/2019] [Indexed: 01/08/2023] Open
Abstract
Polyphenols synthesized by plants and fungi have various pharmacological effects. The ability of polyphenols to modulate sirtuins has gained considerable interest due to the role of sirtuins in aging, insulin sensitivity, lipid metabolism, inflammation, and cancer. In particular, sirtuin 6 (SIRT6) has gained importance in regulating a variety of cellular processes, including genomic stability and glucose metabolism. On the other hand, quercetin has been demonstrated to modulate sirtuins and to protect against several chronic diseases. In this study, two quercetin derivatives, diquercetin and 2-chloro-1,4-naphtoquinone-quercetin, were identified as promising SIRT6 inhibitors with IC50 values of 130 μM and 55 μM, respectively. 2-Chloro-1,4-naphtoquinone-quercetin also showed potent inhibition against SIRT2, with an IC50 value of 14 μM. Diquercetin increased the Km value of NAD+, whereas 2-chloro-1,4-naphthoquinone-quercetin increased the Km value of the acetylated substrate. Molecular docking studies suggest that diquercetin prefers the binding site of the nicotinamide (NAM) moiety, whereas 2-chloro-1,4-naphtoquinone-quercetin prefers to dock into the substrate binding site. Overall, the results of in vitro studies and molecular modeling indicate that diquercetin competes with nicotinamide adenine dinucleotide (NAD+), whereas 2-chloro-1,4-naphthoquinone-quercetin competes with the acetylated substrate in the catalytic site of SIRT6. Natural polyphenolic compounds targeting sirtuins show promise as a new approach in the search for novel and effective treatments for age-related diseases.
Collapse
Affiliation(s)
- Vladimír Heger
- Institute of Experimental Pharmacology and Toxicology, Centre of Experimental Medicine SAS, Dubravska 9, 84104, Bratislava, Slovakia
| | - Jonna Tyni
- University of Eastern Finland, School of Pharmacy, P.O. Box 1627, 70210, Kuopio, Finland
| | - Attila Hunyadi
- Institute of Pharmacognosy, Interdisciplinary Excellence Centre, University of Szeged, Eötvös u. 6, 6720, Szeged, Hungary
| | - Lubica Horáková
- Institute of Experimental Pharmacology and Toxicology, Centre of Experimental Medicine SAS, Dubravska 9, 84104, Bratislava, Slovakia
| | - Maija Lahtela-Kakkonen
- University of Eastern Finland, School of Pharmacy, P.O. Box 1627, 70210, Kuopio, Finland
| | - Minna Rahnasto-Rilla
- University of Eastern Finland, School of Pharmacy, P.O. Box 1627, 70210, Kuopio, Finland.
| |
Collapse
|
9
|
Vidakovic M, Marinello J, Lahtela-Kakkonen M, Matulis D, Linkuvienė V, Y. Michel B, Navakauskienė R, S. Christodoulou M, Passarella D, Klimasauskas S, Blanquart C, Cuendet M, Ovadi J, Poulain S, Fontaine-Vive F, Burger A, Martinet N. New Insights into the Epigenetic Activities of Natural Compounds. ACTA ACUST UNITED AC 2018. [DOI: 10.21926/obm.genet.1803029] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
|
10
|
Hassannia B, Wiernicki B, Ingold I, Qu F, Van Herck S, Tyurina YY, Bayır H, Abhari BA, Angeli JPF, Choi SM, Meul E, Heyninck K, Declerck K, Chirumamilla CS, Lahtela-Kakkonen M, Van Camp G, Krysko DV, Ekert PG, Fulda S, De Geest BG, Conrad M, Kagan VE, Vanden Berghe W, Vandenabeele P, Vanden Berghe T. Nano-targeted induction of dual ferroptotic mechanisms eradicates high-risk neuroblastoma. J Clin Invest 2018; 128:3341-3355. [PMID: 29939160 PMCID: PMC6063467 DOI: 10.1172/jci99032] [Citation(s) in RCA: 368] [Impact Index Per Article: 61.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2017] [Accepted: 04/27/2018] [Indexed: 12/20/2022] Open
Abstract
High-risk neuroblastoma is a devastating malignancy with very limited therapeutic options. Here, we identify withaferin A (WA) as a natural ferroptosis-inducing agent in neuroblastoma, which acts through a novel double-edged mechanism. WA dose-dependently either activates the nuclear factor-like 2 pathway through targeting of Kelch-like ECH-associated protein 1 (noncanonical ferroptosis induction) or inactivates glutathione peroxidase 4 (canonical ferroptosis induction). Noncanonical ferroptosis induction is characterized by an increase in intracellular labile Fe(II) upon excessive activation of heme oxygenase-1, which is sufficient to induce ferroptosis. This double-edged mechanism might explain the superior efficacy of WA as compared with etoposide or cisplatin in killing a heterogeneous panel of high-risk neuroblastoma cells, and in suppressing the growth and relapse rate of neuroblastoma xenografts. Nano-targeting of WA allows systemic application and suppressed tumor growth due to an enhanced accumulation at the tumor site. Collectively, our data propose a novel therapeutic strategy to efficiently kill cancer cells by ferroptosis.
Collapse
Affiliation(s)
- Behrouz Hassannia
- VIB Center for Inflammation Research, Ghent, Belgium
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
| | - Bartosz Wiernicki
- VIB Center for Inflammation Research, Ghent, Belgium
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
| | - Irina Ingold
- Helmholtz Zentrum München, Institute of Developmental Genetics, Neuherberg, Germany
| | - Feng Qu
- Center for Free Radical and Antioxidant Health, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Simon Van Herck
- Department of Pharmaceutics, Ghent University, Ghent, Belgium
| | - Yulia Y. Tyurina
- Center for Free Radical and Antioxidant Health, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Hülya Bayır
- Center for Free Radical and Antioxidant Health, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Behnaz A. Abhari
- Institute for Experimental Cancer Research in Pediatrics, Goethe-University, Frankfurt, Germany
| | | | - Sze Men Choi
- VIB Center for Inflammation Research, Ghent, Belgium
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
| | - Eline Meul
- VIB Center for Inflammation Research, Ghent, Belgium
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
| | - Karen Heyninck
- Laboratory of Eukaryotic Gene Expression and Signal Transduction, Department of Physiology, Ghent University, Ghent, Belgium
| | - Ken Declerck
- Laboratory of Protein Chemistry, Proteomics and Epigenetic Signalling (PPES), Department of Biomedical Sciences, University of Antwerp, Wilrijk, Belgium
| | - Chandra Sekhar Chirumamilla
- Laboratory of Protein Chemistry, Proteomics and Epigenetic Signalling (PPES), Department of Biomedical Sciences, University of Antwerp, Wilrijk, Belgium
| | - Maija Lahtela-Kakkonen
- School of Pharmacy, Pharmaceutical Chemistry, University of Eastern Finland, Kuopio, Finland
| | - Guy Van Camp
- Center of Medical Genetics, Department of Biomedical Sciences, University of Antwerp, Antwerp, Belgium
| | - Dmitri V. Krysko
- VIB Center for Inflammation Research, Ghent, Belgium
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
| | - Paul G. Ekert
- Cancer Research, Murdoch Children’s Research Institute, Royal Children’s Hospital, Parkville, Victoria, Australia
| | - Simone Fulda
- Institute for Experimental Cancer Research in Pediatrics, Goethe-University, Frankfurt, Germany
- German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | | | - Marcus Conrad
- Helmholtz Zentrum München, Institute of Developmental Genetics, Neuherberg, Germany
| | - Valerian E. Kagan
- Center for Free Radical and Antioxidant Health, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Wim Vanden Berghe
- Laboratory of Eukaryotic Gene Expression and Signal Transduction, Department of Physiology, Ghent University, Ghent, Belgium
- Laboratory of Protein Chemistry, Proteomics and Epigenetic Signalling (PPES), Department of Biomedical Sciences, University of Antwerp, Wilrijk, Belgium
| | - Peter Vandenabeele
- VIB Center for Inflammation Research, Ghent, Belgium
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
- Methusalem Program, Ghent University, Ghent, Belgium
| | - Tom Vanden Berghe
- VIB Center for Inflammation Research, Ghent, Belgium
- Department of Biomedical Molecular Biology, Ghent University, Ghent, Belgium
| |
Collapse
|
11
|
Kärkkäinen J, Gynther M, Kokkola T, Petsalo A, Auriola S, Lahtela-Kakkonen M, Laine K, Rautio J, Huttunen KM. Structural properties for selective and efficient l-type amino acid transporter 1 (LAT1) mediated cellular uptake. Int J Pharm 2018; 544:91-99. [DOI: 10.1016/j.ijpharm.2018.04.025] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2018] [Revised: 04/13/2018] [Accepted: 04/13/2018] [Indexed: 12/24/2022]
|
12
|
Mellini P, Itoh Y, Tsumoto H, Li Y, Suzuki M, Tokuda N, Kakizawa T, Miura Y, Takeuchi J, Lahtela-Kakkonen M, Suzuki T. Potent mechanism-based sirtuin-2-selective inhibition by an in situ-generated occupant of the substrate-binding site, "selectivity pocket" and NAD +-binding site. Chem Sci 2017; 8:6400-6408. [PMID: 28989670 PMCID: PMC5628579 DOI: 10.1039/c7sc02738a] [Citation(s) in RCA: 50] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2017] [Accepted: 07/14/2017] [Indexed: 12/19/2022] Open
Abstract
Sirtuin 2 (SIRT2), a member of the NAD+-dependent histone deacetylase family, has recently received increasing attention due to its potential involvement in neurodegenerative diseases and the progression of cancer. Potent and selective SIRT2 inhibitors thus represent desirable biological probes. Based on the X-ray crystal structure of SIRT2 in complex with a previously reported weak inhibitor (6), we identified in this study the potent mechanism-based inactivator KPM-2 (36), which is selective toward SIRT2. Compound 36 engages in a nucleophilic attack toward NAD+ at the active site of SIRT2, which affords a stable 36-ADP-ribose conjugate that simultaneously occupies the substrate-binding site, the "selectivity pocket" and the NAD+-binding site. Moreover, 36 exhibits antiproliferative activity in cancer cells and remarkable neurite outgrowth activity. This strategy for the selective inhibition of SIRT2 should allow further probing of the biology of SIRT2, and promote the development of new disease treatment strategies.
Collapse
Affiliation(s)
- Paolo Mellini
- Graduate School of Medical Science , Kyoto Prefectural University of Medicine , 1-5 Shimogamohangi-cho, Sakyo-ku , Kyoto 606-0823 , Japan .
| | - Yukihiro Itoh
- Graduate School of Medical Science , Kyoto Prefectural University of Medicine , 1-5 Shimogamohangi-cho, Sakyo-ku , Kyoto 606-0823 , Japan .
| | - Hiroki Tsumoto
- Research Team for Mechanism of Aging , Tokyo Metropolitan Institute of Gerontology , 35-2 Sakae-cho, Itabashi-ku , Tokyo , 173-0015 , Japan
| | - Ying Li
- Graduate School of Medical Science , Kyoto Prefectural University of Medicine , 1-5 Shimogamohangi-cho, Sakyo-ku , Kyoto 606-0823 , Japan .
| | - Miki Suzuki
- Graduate School of Medical Science , Kyoto Prefectural University of Medicine , 1-5 Shimogamohangi-cho, Sakyo-ku , Kyoto 606-0823 , Japan .
| | - Natsuko Tokuda
- Minase Research Institute , Ono Pharmaceutical Co., Ltd. , 3-1-1 Sakurai Shimamoto-Cho, Mishima-Gun , Osaka 618-8585 , Japan
| | - Taeko Kakizawa
- Department of Chemistry and Biochemistry , School of Advanced Science and Engineering , Waseda University , Shinjuku , Tokyo 169-8555 , Japan
| | - Yuri Miura
- Research Team for Mechanism of Aging , Tokyo Metropolitan Institute of Gerontology , 35-2 Sakae-cho, Itabashi-ku , Tokyo , 173-0015 , Japan
| | - Jun Takeuchi
- Minase Research Institute , Ono Pharmaceutical Co., Ltd. , 3-1-1 Sakurai Shimamoto-Cho, Mishima-Gun , Osaka 618-8585 , Japan
| | - Maija Lahtela-Kakkonen
- School of Pharmacy , University of Eastern Finland , P.O. Box 1627 , 70211 Kuopio , Finland
| | - Takayoshi Suzuki
- Graduate School of Medical Science , Kyoto Prefectural University of Medicine , 1-5 Shimogamohangi-cho, Sakyo-ku , Kyoto 606-0823 , Japan . .,CREST , Japan Science and Technology Agency (JST) , 4-1-8 Honcho , Kawaguchi , Saitama 332-0012 , Japan
| |
Collapse
|
13
|
Koistinen H, Wallén E, Ylikangas H, Meinander K, Lahtela-Kakkonen M, Närvänen A, Stenman UH. Development of molecules stimulating the activity of KLK3 - an update. Biol Chem 2017; 397:1229-1235. [PMID: 27383882 DOI: 10.1515/hsz-2016-0189] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2016] [Accepted: 06/30/2016] [Indexed: 01/03/2023]
Abstract
Kallikrein-related peptidase-3 (KLK3, known also as prostate-specific antigen, PSA) is highly expressed in the prostate. KLK3 possess antiangiogenic activity, which we have found to be related to its proteolytic activity. Thus, it may be possible to slow down the growth of prostatic tumors by enhancing this activity. We have developed peptides that enhance the proteolytic activity of KLK3. As these peptides are degraded in circulation and rapidly excreted, we have started to modify them and have succeeded in creating bioactive and more stable pseudopeptides. We have also identified small molecules stimulating the activity of KLK3, especially in synergy with peptides.
Collapse
|
14
|
Rahnasto-Rilla MK, McLoughlin P, Kulikowicz T, Doyle M, Bohr VA, Lahtela-Kakkonen M, Ferrucci L, Hayes M, Moaddel R. The Identification of a SIRT6 Activator from Brown Algae Fucus distichus. Mar Drugs 2017; 15:E190. [PMID: 28635654 PMCID: PMC5484140 DOI: 10.3390/md15060190] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2017] [Revised: 06/13/2017] [Accepted: 06/16/2017] [Indexed: 11/17/2022] Open
Abstract
Brown seaweeds contain many bioactive compounds, including polyphenols, polysaccharides, fucosterol, and fucoxantin. These compounds have several biological activities, including anti-inflammatory, hepatoprotective, anti-tumor, anti-hypertensive, and anti-diabetic activity, although in most cases their mechanisms of action are not understood. In this study, extracts generated from five brown algae (Fucus dichitus, Fucus vesiculosus (Linnaeus), Cytoseira tamariscofolia, Cytoseira nodacaulis, Alaria esculenta) were tested for their ability to activate SIRT6 resulting in H3K9 deacetylation. Three of the five macroalgal extracts caused a significant increase of H3K9 deacetylation, and the effect was most pronounced for F. dichitus. The compound responsible for this in vitro activity was identified by mass spectrometry as fucoidan.
Collapse
Affiliation(s)
- Minna K Rahnasto-Rilla
- Biomedical Research Center, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD 21224, USA.
- School of Pharmacy, University of Eastern Finland, Kuopio FI-70210, Finland.
| | - Padraig McLoughlin
- Food Biosciences Department, Teagasc Food Research Centre, Ashtown, Dublin 15, Ireland.
| | - Tomasz Kulikowicz
- Biomedical Research Center, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD 21224, USA.
| | - Maire Doyle
- Biomedical Research Center, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD 21224, USA.
| | - Vilhelm A Bohr
- Biomedical Research Center, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD 21224, USA.
| | | | - Luigi Ferrucci
- Biomedical Research Center, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD 21224, USA.
| | - Maria Hayes
- Food Biosciences Department, Teagasc Food Research Centre, Ashtown, Dublin 15, Ireland.
| | - Ruin Moaddel
- Biomedical Research Center, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD 21224, USA.
| |
Collapse
|
15
|
Ylikangas H, Mattsson JM, Stenman UH, Koistinen H, Poso A, Lahtela-Kakkonen M. Virtual Screening of Small Drug-Like Compounds Stimulating the Enzymatic Activity of Kallikrein-Related Peptidase 3 (KLK3). ChemMedChem 2016; 11:2043-9. [DOI: 10.1002/cmdc.201600181] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2016] [Revised: 06/29/2016] [Indexed: 12/12/2022]
Affiliation(s)
- Henna Ylikangas
- School of Pharmacy; University of Eastern Finland; P.O. Box 1627 70211 Kuopio Finland
| | - Johanna M. Mattsson
- Department of Clinical Chemistry; Biomedicum Helsinki; University ofHelsinki and; Helsinki University Central Hospital; 00014 Helsinki Finland
| | - Ulf-Håkan Stenman
- Department of Clinical Chemistry; Biomedicum Helsinki; University ofHelsinki and; Helsinki University Central Hospital; 00014 Helsinki Finland
| | - Hannu Koistinen
- Department of Clinical Chemistry; Biomedicum Helsinki; University ofHelsinki and; Helsinki University Central Hospital; 00014 Helsinki Finland
| | - Antti Poso
- School of Pharmacy; University of Eastern Finland; P.O. Box 1627 70211 Kuopio Finland
- University Hospital Tübingen; Department of Internal Medicine 1; Division of Molecular Oncology of Solid Tumors; Otfried-Müller-Strasse 10 72076 Tübingen Germany
| | | |
Collapse
|
16
|
Heyninck K, Sabbe L, Chirumamilla CS, Szarc vel Szic K, Vander Veken P, Lemmens KJ, Lahtela-Kakkonen M, Naulaerts S, Op de Beeck K, Laukens K, Van Camp G, Weseler AR, Bast A, Haenen GR, Haegeman G, Vanden Berghe W. Withaferin A induces heme oxygenase (HO-1) expression in endothelial cells via activation of the Keap1/Nrf2 pathway. Biochem Pharmacol 2016; 109:48-61. [DOI: 10.1016/j.bcp.2016.03.026] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2016] [Accepted: 03/31/2016] [Indexed: 01/06/2023]
|
17
|
Hytti M, Tokarz P, Määttä E, Piippo N, Korhonen E, Suuronen T, Honkakoski P, Kaarniranta K, Lahtela-Kakkonen M, Kauppinen A. Inhibition of BET bromodomains alleviates inflammation in human RPE cells. Biochem Pharmacol 2016; 110-111:71-9. [PMID: 27106081 DOI: 10.1016/j.bcp.2016.04.009] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2016] [Accepted: 04/12/2016] [Indexed: 01/14/2023]
Abstract
Bromodomain-containing proteins are vital for controlling the expression of many pro-inflammatory genes. Consequently, compounds capable of inhibiting specific bromodomain-facilitated protein-protein interactions would be predicted to alleviate inflammation, making them valuable agents in the treatment of diseases caused by dysregulated inflammation, such as age-related macular degeneration. Here, we assessed the ability of known inhibitors JQ-1, PFI-1, and IBET-151 to protect from the inflammation and cell death caused by etoposide exposure in the human retinal pigment epithelial cell line, ARPE-19. The potential anti-inflammatory effects of the bromodomain inhibitors were assessed by ELISA (enzyme-linked immunosorbent assay) profiling. The involvement of NF-κB and SIRT1 in inflammatory signaling was monitored by ELISA and western blotting. Furthermore, SIRT1 was knocked down using a specific siRNA or inhibited by EX-527 to elucidate its role in the inflammatory reaction. The bromodomain inhibitors effectively decreased etoposide-induced release of IL-6 and IL-8. This anti-inflammatory effect was not related to SIRT1 activity, although all bromodomain inhibitors decreased the extent of acetylation of p53 at the SIRT1 deacetylation site. Overall, since bromodomain inhibitors display anti-inflammatory properties in human retinal pigment epithelial cells, these compounds may represent a new way of alleviating the inflammation underlying the onset of age-related macular degeneration.
Collapse
Affiliation(s)
- M Hytti
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, Yliopistonranta 1C, 70210 Kuopio, Finland; Department of Ophthalmology, Institute of Clinical Medicine, University of Eastern Finland, Yliopistonranta 1C, 70210 Kuopio, Finland
| | - P Tokarz
- Department of Molecular Genetics, University of Lodz, ul. Pomorska 141/143, 90-236 Lodz, Poland
| | - E Määttä
- Department of Ophthalmology, Institute of Clinical Medicine, University of Eastern Finland, Yliopistonranta 1C, 70210 Kuopio, Finland
| | - N Piippo
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, Yliopistonranta 1C, 70210 Kuopio, Finland; Department of Ophthalmology, Institute of Clinical Medicine, University of Eastern Finland, Yliopistonranta 1C, 70210 Kuopio, Finland
| | - E Korhonen
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, Yliopistonranta 1C, 70210 Kuopio, Finland; Department of Ophthalmology, Institute of Clinical Medicine, University of Eastern Finland, Yliopistonranta 1C, 70210 Kuopio, Finland
| | - T Suuronen
- Department of Neurology, Institute of Clinical Medicine, University of Eastern Finland, Yliopistonranta 1C, 70210 Kuopio, Finland
| | - P Honkakoski
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, Yliopistonranta 1C, 70210 Kuopio, Finland
| | - K Kaarniranta
- Department of Ophthalmology, Institute of Clinical Medicine, University of Eastern Finland, Yliopistonranta 1C, 70210 Kuopio, Finland; Department of Ophthalmology, Kuopio University Hospital, Puijonlaaksontie 2, 70210 Kuopio, Finland
| | - M Lahtela-Kakkonen
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, Yliopistonranta 1C, 70210 Kuopio, Finland
| | - A Kauppinen
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, Yliopistonranta 1C, 70210 Kuopio, Finland.
| |
Collapse
|
18
|
Abstract
SIRT6 has been shown to possess weak deacetylation, mono-ADP-ribosyltransferase activity, and deacylation activity in vitro. SIRT6 selectively deacetylates H3K9Ac and H3K56Ac. Several SIRT6 assays have been developed including HPLC assays, fluorogenic assays, FRET, magnetic beads, in silico, and bioaffinity chromatography assays. Herein, we describe detailed protocols for the HPLC based activity/inhibition assays, magnetic beads deacetylation assays, bioaffinity chromatographic assays as well as fluorogenic and in silico assays.
Collapse
Affiliation(s)
- Minna Rahnasto-Rilla
- Bioanalytical and Drug Development Unit, National institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Suite 100, Baltimore, MD, 21224-6825, USA
- School of Pharmacy, University of Eastern Finland, Kuopio, 70210, Finland
| | | | - Ruin Moaddel
- Bioanalytical and Drug Development Unit, National institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Suite 100, Baltimore, MD, 21224-6825, USA.
| |
Collapse
|
19
|
Abstract
Sirtuin 6 (SIRT6) is an NAD+-dependent histone deacetylase enzyme that is involved in multiple molecular pathways related to aging. Initially, it was reported that SIRT6 selectively deacetylated H3K9Ac and H3K56Ac; however, it has more recently been shown to preferentially hydrolyze long-chain fatty acyl groups over acetyl groups in vitro. Subsequently, fatty acids were demonstrated to increase the catalytic activity of SIRT6. In this study, we investigated whether a series of N-acylethanolamines (NAEs), quercetin, and luteolin could regulate SIRT6 activity. NAEs increased SIRT6 activity, with oleoylethanolamide having the strongest activity (EC50 value of 3.1 μm). Quercetin and luteolin were demonstrated to have dual functionality with respect to SIRT6 activity; namely, they inhibited SIRT6 activity with IC50 values of 24 and 2 μm, respectively, and stimulated SIRT6 activity more than sixfold (EC50 values of 990 and 270 μm, respectively).
Collapse
Affiliation(s)
- Minna Rahnasto-Rilla
- Bioanalytical Chemistry and Drug Screening Centre, Laboratory of Clinical Investigation, National Institute on Aging, National Institutes of Health, Suite 100, Biomedical Research Center, 251 Bayview Boulevard, Baltimore, MD, 21224-6825, USA
- School of Pharmacy, University of Eastern Finland, Yliopistonranta 1C, Kuopio, 70210, Finland
| | - Tarja Kokkola
- School of Pharmacy, University of Eastern Finland, Yliopistonranta 1C, Kuopio, 70210, Finland
| | - Elina Jarho
- School of Pharmacy, University of Eastern Finland, Yliopistonranta 1C, Kuopio, 70210, Finland
| | - Maija Lahtela-Kakkonen
- School of Pharmacy, University of Eastern Finland, Yliopistonranta 1C, Kuopio, 70210, Finland
| | - Ruin Moaddel
- Bioanalytical Chemistry and Drug Screening Centre, Laboratory of Clinical Investigation, National Institute on Aging, National Institutes of Health, Suite 100, Biomedical Research Center, 251 Bayview Boulevard, Baltimore, MD, 21224-6825, USA.
| |
Collapse
|
20
|
Raunio H, Juvonen RO, Poso A, Lahtela-Kakkonen M, Rahnasto-Rilla M. Common and Distinct Interactions of Chemical Inhibitors with Cytochrome P450 CYP1A2, CYP2A6 and CYP2B6 Enzymes. Drug Metab Lett 2016; 10:56-64. [PMID: 26648056 DOI: 10.2174/1872312810666151204002456] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2015] [Accepted: 11/19/2015] [Indexed: 06/05/2023]
Abstract
BACKGROUND Tobacco smoking is a leading cause of preventable disease and death globally. Nicotine is the main addictive component in tobacco. Nicotine is eliminated from the body by biotransformation in the liver to inactive metabolites. This reaction is catalyzed by the cytochrome P450 2A6 (CYP2A6) enzyme. Administering chemical inhibitors of CYP2A6 has been shown to slow down the elimination of nicotine with consequent reduction in number of cigarettes smoked. We have systematically developed small molecule CYP2A6 inhibitors with good balance between potency and CYP selectivity. OBJECTIVE During this process we have noticed that many potent CYP2A6 inhibitors also inhibit other human liver CYP forms, most notably CYP1A2 and CYP2B6. This study aimed at defining common and distinct features of ligand binding to CYP1A2, CYP2A6 and CYP2B6 active sites. METHODS We used our previous chemical inhibitor databases to construct improved 3-dimensional quantitative structureactivity relationship (3D-QSAR) models for CYP1A2, CYP2A6 and CYP2B6. RESULTS Combined 3D-QSAR and docking procedures yielded precise information about the common and distinct interactions of inhibitors and the enzyme active sites. Positioning of hydrogen bond donor/acceptor atoms and the shape and volume of the compound defined the potency and specificity of inhibition. A novel potent and selective CYP1A2 inhibitor was found. CONCLUSION This in silico approach will provide a means for very rapid and high throughput prediction of cross-inhibition of these three CYP enzymes.
Collapse
Affiliation(s)
- Hannu Raunio
- School of Pharmacy, University of Eastern Finland, Box 1627, 70211 Kuopio, Finland..
| | | | | | | | | |
Collapse
|
21
|
Salminen KA, Rahnasto-Rilla M, Väänänen R, Imming P, Meyer A, Horling A, Poso A, Laitinen T, Raunio H, Lahtela-Kakkonen M. Time-Dependent Inhibition of CYP2C19 by Isoquinoline Alkaloids: In Vitro and In Silico Analysis. Drug Metab Dispos 2015; 43:1891-904. [PMID: 26400396 DOI: 10.1124/dmd.115.065755] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2015] [Accepted: 09/22/2015] [Indexed: 01/07/2023] Open
Abstract
The cytochrome P450 2C19 (CYP2C19) enzyme plays an important role in the metabolism of many commonly used drugs. Relatively little is known about CYP2C19 inhibitors, including compounds of natural origin, which could inhibit CYP2C19, potentially causing clinically relevant metabolism-based drug interactions. We evaluated a series (N = 49) of structurally related plant isoquinoline alkaloids for their abilities to interact with CYP2C19 enzyme using in vitro and in silico methods. We examined several common active alkaloids found in herbal products such as apomorphine, berberine, noscapine, and papaverine, as well as the previously identified mechanism-based inactivators bulbocapnine, canadine, and protopine. The IC50 values of the alkaloids ranged from 0.11 to 210 µM, and 42 of the alkaloids were confirmed to be time-dependent inhibitors of CYP2C19. Molecular docking and three-dimensional quantitative structure-activity relationship analysis revealed key interactions of the potent inhibitors with the enzyme active site. We constructed a comparative molecular field analysis model that was able to predict the inhibitory potency of a series of independent test molecules. This study revealed that many of these isoquinoline alkaloids do have the potential to cause clinically relevant drug interactions. These results highlight the need for studying more profoundly the potential interactions between drugs and herbal products. When further refined, in silico methods can be useful in the high-throughput prediction of P450 inhibitory potential of pharmaceutical compounds.
Collapse
Affiliation(s)
- Kaisa A Salminen
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland (K.A.S., M.R.-R., R.V., A.P., T.L., H.R., M.L.-K.); and Institut für Pharmazie, Martin-Luther-Universität Halle-Wittenberg, Halle, Germany (P.I., A.M., A.H.)
| | - Minna Rahnasto-Rilla
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland (K.A.S., M.R.-R., R.V., A.P., T.L., H.R., M.L.-K.); and Institut für Pharmazie, Martin-Luther-Universität Halle-Wittenberg, Halle, Germany (P.I., A.M., A.H.)
| | - Raija Väänänen
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland (K.A.S., M.R.-R., R.V., A.P., T.L., H.R., M.L.-K.); and Institut für Pharmazie, Martin-Luther-Universität Halle-Wittenberg, Halle, Germany (P.I., A.M., A.H.)
| | - Peter Imming
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland (K.A.S., M.R.-R., R.V., A.P., T.L., H.R., M.L.-K.); and Institut für Pharmazie, Martin-Luther-Universität Halle-Wittenberg, Halle, Germany (P.I., A.M., A.H.)
| | - Achim Meyer
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland (K.A.S., M.R.-R., R.V., A.P., T.L., H.R., M.L.-K.); and Institut für Pharmazie, Martin-Luther-Universität Halle-Wittenberg, Halle, Germany (P.I., A.M., A.H.)
| | - Aline Horling
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland (K.A.S., M.R.-R., R.V., A.P., T.L., H.R., M.L.-K.); and Institut für Pharmazie, Martin-Luther-Universität Halle-Wittenberg, Halle, Germany (P.I., A.M., A.H.)
| | - Antti Poso
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland (K.A.S., M.R.-R., R.V., A.P., T.L., H.R., M.L.-K.); and Institut für Pharmazie, Martin-Luther-Universität Halle-Wittenberg, Halle, Germany (P.I., A.M., A.H.)
| | - Tuomo Laitinen
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland (K.A.S., M.R.-R., R.V., A.P., T.L., H.R., M.L.-K.); and Institut für Pharmazie, Martin-Luther-Universität Halle-Wittenberg, Halle, Germany (P.I., A.M., A.H.)
| | - Hannu Raunio
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland (K.A.S., M.R.-R., R.V., A.P., T.L., H.R., M.L.-K.); and Institut für Pharmazie, Martin-Luther-Universität Halle-Wittenberg, Halle, Germany (P.I., A.M., A.H.)
| | - Maija Lahtela-Kakkonen
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland (K.A.S., M.R.-R., R.V., A.P., T.L., H.R., M.L.-K.); and Institut für Pharmazie, Martin-Luther-Universität Halle-Wittenberg, Halle, Germany (P.I., A.M., A.H.)
| |
Collapse
|
22
|
Abstract
Control of histone acetylation is a part of the epigenetic mechanism that regulates gene expression and chromatin architecture. The members of the bromodomain and extra terminal domain (BET) protein family are a group of epigenetic readers that recognize histone acetylation, whereas histone deacetyl- ases such as sirtuin 1 (SIRT1) function as epigenetic erasers. We observed that BET inhibition by the specific inhibitor JQ1 upregulated SIRT1 expression and activated SIRT1. Moreover, we observed that BET inhibition functionally reversed the pro-inflammatory effect of SIRT1 inhibition in a cellular lung disease model. SIRT1 activation is desirable in many age-related, metabolic and inflammatory diseases; our results suggest that BET protein inhibition would be beneficial in treatment of those conditions. Most importantly, our findings demonstrate a novel mechanism of SIRT1 activation by inhibition of the BET proteins.
Collapse
Affiliation(s)
- Tarja Kokkola
- School of Pharmacy, University of Eastern Finland, Yliopistonranta 1C, 70211, Kuopio, Finland. .,Institute of Clinical Medicine, University of Eastern Finland, Yliopistonranta 1C, 70211, Kuopio, Finland.
| | - Tiina Suuronen
- School of Pharmacy, University of Eastern Finland, Yliopistonranta 1C, 70211, Kuopio, Finland
| | - Maija Pesonen
- School of Pharmacy, University of Eastern Finland, Yliopistonranta 1C, 70211, Kuopio, Finland
| | | | - Antero Salminen
- Institute of Clinical Medicine, University of Eastern Finland, Yliopistonranta 1C, 70211, Kuopio, Finland
| | - Elina M Jarho
- School of Pharmacy, University of Eastern Finland, Yliopistonranta 1C, 70211, Kuopio, Finland
| | - Maija Lahtela-Kakkonen
- School of Pharmacy, University of Eastern Finland, Yliopistonranta 1C, 70211, Kuopio, Finland
| |
Collapse
|
23
|
Seifert T, Malo M, Kokkola T, Engen K, Fridén-Saxin M, Wallén EAA, Lahtela-Kakkonen M, Jarho EM, Luthman K. Chroman-4-one- and Chromone-Based Sirtuin 2 Inhibitors with Antiproliferative Properties in Cancer Cells. J Med Chem 2014; 57:9870-88. [DOI: 10.1021/jm500930h] [Citation(s) in RCA: 82] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- Tina Seifert
- Department
of Chemistry and Molecular Biology, Medicinal Chemistry, University of Gothenburg, Kemivagen 10, SE-412
96 Göteborg, Sweden
| | - Marcus Malo
- Department
of Chemistry and Molecular Biology, Medicinal Chemistry, University of Gothenburg, Kemivagen 10, SE-412
96 Göteborg, Sweden
| | - Tarja Kokkola
- School
of Pharmacy, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | - Karin Engen
- Department
of Chemistry and Molecular Biology, Medicinal Chemistry, University of Gothenburg, Kemivagen 10, SE-412
96 Göteborg, Sweden
| | - Maria Fridén-Saxin
- Department
of Chemistry and Molecular Biology, Medicinal Chemistry, University of Gothenburg, Kemivagen 10, SE-412
96 Göteborg, Sweden
| | - Erik A. A. Wallén
- Division
of Pharmaceutical Chemistry and Technology, Faculty of Pharmacy, University of Helsinki, FIN-00014 Helsinki, Finland
| | | | - Elina M. Jarho
- School
of Pharmacy, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | - Kristina Luthman
- Department
of Chemistry and Molecular Biology, Medicinal Chemistry, University of Gothenburg, Kemivagen 10, SE-412
96 Göteborg, Sweden
| |
Collapse
|
24
|
Ylikangas H, Malmioja K, Peura L, Gynther M, Nwachukwu EO, Leppänen J, Laine K, Rautio J, Lahtela-Kakkonen M, Huttunen KM, Poso A. Quantitative Insight into the Design of Compounds Recognized by theL-Type Amino Acid Transporter 1 (LAT1). ChemMedChem 2014; 9:2699-707. [DOI: 10.1002/cmdc.201402281] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2014] [Indexed: 11/07/2022]
|
25
|
Kokkonen P, Rahnasto-Rilla M, Mellini P, Jarho E, Lahtela-Kakkonen M, Kokkola T. Studying SIRT6 regulation using H3K56 based substrate and small molecules. Eur J Pharm Sci 2014; 63:71-6. [PMID: 25004411 DOI: 10.1016/j.ejps.2014.06.015] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2014] [Revised: 06/23/2014] [Accepted: 06/23/2014] [Indexed: 10/25/2022]
Abstract
SIRT6 is a modulator of chromatin structure having an important role in healthy ageing, and there is a crucial need to find specific modulators for it. Therefore, the activity of SIRT6 should be studied using a variety of methods. We examined the capability of SIRT6 to deacetylate a set of five fluorogenic substrates based on p53 and histone H3 sequences. The substrate designed around H3K56 deacetylation site exhibited the best signal-to-background ratio and was chosen for further studies. Nicotinamide is a known inhibitor for sirtuins, and it was found to be less potent inhibitor for SIRT6 than it is for SIRT1. In addition, we studied 15 other small molecule sirtuin modulators using the H3K56 based substrate. EX-527, quercetin and three pseudopeptidic compounds were found to be the most potent SIRT6 inhibitors, exhibiting over 50% deacetylation inhibition. These findings describe the first modulators of SIRT6 activity at the physiologically important H3K56 deacetylation site.
Collapse
Affiliation(s)
- Piia Kokkonen
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | - Minna Rahnasto-Rilla
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland.
| | - Paolo Mellini
- Istituto Pasteur - Fondazione Cenci Bolognetti, Dipartimento di Chimica e Tecnologie del Farmaco, Università degli Studi di Roma "La Sapienza", P.le A. Moro 5, 00185 Rome, Italy.
| | - Elina Jarho
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | - Maija Lahtela-Kakkonen
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | - Tarja Kokkola
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland.
| |
Collapse
|
26
|
Kokkonen P, Mellini P, Nyrhilä O, Rahnasto-Rilla M, Suuronen T, Kiviranta P, Huhtiniemi T, Poso A, Jarho E, Lahtela-Kakkonen M. Quantitative insights for the design of substrate-based SIRT1 inhibitors. Eur J Pharm Sci 2014; 59:12-9. [PMID: 24747578 DOI: 10.1016/j.ejps.2014.04.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2014] [Revised: 04/03/2014] [Accepted: 04/07/2014] [Indexed: 10/25/2022]
Abstract
Sirtuin 1 (SIRT1) is the most studied human sirtuin and it catalyzes the deacetylation reaction of acetylated lysine residues of its target proteins, for example histones. It is a promising drug target in the treatment of age-related diseases, such as neurodegenerative diseases and cancer. In this study, a series of known substrate-based sirtuin inhibitors was analyzed with comparative molecular field analysis (CoMFA), which is a three-dimensional quantitative structure-activity relationships (3D-QSAR) technique. The CoMFA model was validated both internally and externally, producing the statistical values concordance correlation coefficient (CCC) of 0.88, the mean value r(2)m of 0.66 and Q(2)F3 of 0.89. Based on the CoMFA interaction contours, 13 new potential inhibitors with high predicted activity were designed, and the activities were verified by in vitro measurements. This work proposes an effective approach for the design and activity prediction of new potential substrate-based SIRT1 inhibitors.
Collapse
Affiliation(s)
- Piia Kokkonen
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | - Paolo Mellini
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | - Olli Nyrhilä
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | - Minna Rahnasto-Rilla
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | - Tiina Suuronen
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | - Päivi Kiviranta
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | - Tero Huhtiniemi
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | - Antti Poso
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | - Elina Jarho
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland.
| | - Maija Lahtela-Kakkonen
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland.
| |
Collapse
|
27
|
Kokkola T, Suuronen T, Molnár F, Määttä J, Salminen A, Jarho EM, Lahtela-Kakkonen M. AROS has a context-dependent effect on SIRT1. FEBS Lett 2014; 588:1523-8. [PMID: 24681097 DOI: 10.1016/j.febslet.2014.03.020] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2014] [Revised: 02/27/2014] [Accepted: 03/10/2014] [Indexed: 11/25/2022]
Abstract
The modulation of protein deacetylase SIRT1 has a vast therapeutic potential in treatment of several aging-associated diseases. Active regulator of SIRT1 (AROS) is a small endogenous protein which was originally reported to activate SIRT1 through a direct interaction in cancer cells. We show that the interaction between the two proteins is weak and does not alter the activity of SIRT1 in non-cancerous human cells. The results of different in vitro SIRT1 activity assays disclosed AROS as an inhibitor of SIRT1. The functional relationship between AROS and SIRT1 proved to be dependent on the biological context and experimental setting.
Collapse
Affiliation(s)
- Tarja Kokkola
- School of Pharmacy, University of Eastern Finland, Kuopio, Finland.
| | - Tiina Suuronen
- School of Pharmacy, University of Eastern Finland, Kuopio, Finland
| | - Ferdinand Molnár
- School of Pharmacy, University of Eastern Finland, Kuopio, Finland
| | - Juha Määttä
- Institute of Biomedical Technology, University of Tampere, Tampere, Finland
| | - Antero Salminen
- Department of Neurology, University of Eastern Finland, Kuopio, Finland
| | - Elina M Jarho
- School of Pharmacy, University of Eastern Finland, Kuopio, Finland
| | | |
Collapse
|
28
|
Christodoulou MS, Thomas A, Poulain S, Vidakovic M, Lahtela-Kakkonen M, Matulis D, Bertrand P, Bartova E, Blanquart C, Mikros E, Fokialakis N, Passarella D, Benhida R, Martinet N. Can we use the epigenetic bioactivity of caloric restriction and phytochemicals to promote healthy ageing? Med Chem Commun 2014. [DOI: 10.1039/c4md00268g] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Why is it relevant to propose epigenetic “Nutricures” to prevent diseases linked with ageing?
Collapse
|
29
|
Christodoulou MS, Sacchetti A, Ronchetti V, Caufin S, Silvani A, Lesma G, Fontana G, Minicone F, Riva B, Ventura M, Lahtela-Kakkonen M, Jarho E, Zuco V, Zunino F, Martinet N, Dapiaggi F, Pieraccini S, Sironi M, Dalla Via L, Gia OM, Passarella D. Quinazolinecarboline alkaloid evodiamine as scaffold for targeting topoisomerase I and sirtuins. Bioorg Med Chem 2013; 21:6920-8. [PMID: 24103429 DOI: 10.1016/j.bmc.2013.09.030] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2013] [Revised: 09/09/2013] [Accepted: 09/11/2013] [Indexed: 12/12/2022]
Abstract
This paper reports the synthesis of a series of evodiamine derivatives. We assayed the ability to inhibit cell growth on three human tumour cell lines (H460, MCF-7 and HepG2) and we evaluated the capacity to interfere with the catalytic activity of topoisomerase I both by the relaxation assay and the occurrence of the cleavable complex. Moreover, whose effect on sirtuins 1, 2 and 3 was investigated. Finally, molecular docking analyses were performed in an attempt to rationalize the biological results.
Collapse
Affiliation(s)
- Michael S Christodoulou
- Dipartimento di Chimica, Università degli Studi di Milano, Via Golgi 19, 20133 Milano, Italy
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
30
|
Mellini P, Kokkola T, Suuronen T, Salo HS, Tolvanen L, Mai A, Lahtela-Kakkonen M, Jarho EM. Screen of pseudopeptidic inhibitors of human sirtuins 1-3: two lead compounds with antiproliferative effects in cancer cells. J Med Chem 2013; 56:6681-95. [PMID: 23927550 DOI: 10.1021/jm400438k] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
In the past few years sirtuins have gained growing attention for their involvement in many biological processes such as cellular metabolism, apoptosis, aging and inflammation. In this contribution, we report the synthesis of a library of thioacetylated pseudopeptides that were screened against human sirtuins 1-3 to reveal their in vitro inhibition activities. Molecular modeling studies were performed to acquire data about the binding modes of the inhibitors. Three sirtuin inhibitors were subjected to cellular studies, and all of them showed an increase in acetylation of Lys382 of p53 after DNA damage. Furthermore, two of the compounds were able to inhibit both A549 lung carcinoma and MCF-7 breast carcinoma cell growth in micromolar concentration with the ability to arrest cancer cell cycle in the G1 phase.
Collapse
Affiliation(s)
- Paolo Mellini
- School of Pharmacy and ∥Department of Neurology, Institute of Clinical Medicine , University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | | | | | | | | | | | | | | |
Collapse
|
31
|
Luo R, Laitinen T, Teng L, Nevalainen T, Lahtela-Kakkonen M, Zheng B, Wang H, Poso A, Zhang X. Synthesis and Biological Evaluation of Arylthiourea Derivatives with Antitubercular Activity. LETT DRUG DES DISCOV 2013. [DOI: 10.2174/1570180811310070012] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
|
32
|
Kokkonen P, Rahnasto-Rilla M, Kiviranta PH, Huhtiniemi T, Laitinen T, Poso A, Jarho E, Lahtela-Kakkonen M. Peptides and Pseudopeptides as SIRT6 Deacetylation Inhibitors. ACS Med Chem Lett 2012; 3:969-74. [PMID: 24900419 DOI: 10.1021/ml300139n] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2012] [Accepted: 10/23/2012] [Indexed: 12/11/2022] Open
Abstract
SIRT6 belongs to the family of histone deacetylases (class III), but it also has mono-ADP-ribosyltransferase activity. SIRT6 is a nuclear sirtuin that has been associated with aging, cellular protection, and sugar metabolism. Despite these important roles for SIRT6, thus far, there are only a few weak SIRT6 inhibitors available, and no structure-activity relationship (SAR) studies have been published. This is the first study concerning peptides and pseudopeptides as SIRT6 deacetylation inhibitors and the first SAR data concerning SIRT6. We also investigated the molecular interactions using a homology model. We report three compounds exhibiting 62-91% SIRT6 inhibition at 200 μM concentration. These compounds can serve as starting points for systematic SAR studies and SIRT6 inhibitor design.
Collapse
Affiliation(s)
- Piia Kokkonen
- School of
Pharmacy, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | - Minna Rahnasto-Rilla
- School of
Pharmacy, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | - Päivi H. Kiviranta
- School of
Pharmacy, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | - Tero Huhtiniemi
- School of
Pharmacy, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | - Tuomo Laitinen
- School of
Pharmacy, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | - Antti Poso
- School of
Pharmacy, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | - Elina Jarho
- School of
Pharmacy, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | | |
Collapse
|
33
|
Rotili D, Tarantino D, Nebbioso A, Paolini C, Huidobro C, Lara E, Mellini P, Lenoci A, Pezzi R, Botta G, Lahtela-Kakkonen M, Poso A, Steinkühler C, Gallinari P, De Maria R, Fraga M, Esteller M, Altucci L, Mai A. Discovery of salermide-related sirtuin inhibitors: binding mode studies and antiproliferative effects in cancer cells including cancer stem cells. J Med Chem 2012. [PMID: 23189967 DOI: 10.1021/jm3011614] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Chemical changes performed on 1a (sirtinol) led to a series of SIRT1/2 inhibitors, in some cases more potent than 1a mainly against SIRT1. Tested in human leukemia U937 cells, the benzamide and anilide derivatives 1b, 1c, 2b, and 2c as well as the 4-(2-phenylpropyl)thioanalogue 4c showed huge apoptosis induction, while some sulfinyl and sulfonyl derivatives (5b, 5c, and 6a-c) were highly efficient in granulocytic differentiation. When assayed in human leukemia MOLT4 as well as in human breast MDA-MB-231 and colon RKO cancer cell lines, the anilide 2b (salermide) and the phenylpropylthio analogue 4b emerged as the most potent antiproliferative agents. Tested on colorectal carcinoma and glioblastoma multiforme cancer stem cells (CSCs) from patients, 2b was particularly potent against colorectal carcinoma CSCs, while 4b, 6a, and the SIRT2-selective inhibitor AGK-2 showed the highest effect against glioblastoma multiforme CSCs. Such compounds will be further explored for their broad-spectrum anticancer properties.
Collapse
Affiliation(s)
- Dante Rotili
- Istituto Pasteur-Fondazione Cenci Bolognetti, Dipartimento di Chimica e Tecnologie del Farmaco, Università degli Studi di Roma La Sapienza, P.le A. Moro 5, 00185 Roma, Italy
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
34
|
Martikainen LE, Rahnasto-Rilla M, Neshybova S, Lahtela-Kakkonen M, Raunio H, Juvonen RO. Interactions of inhibitor molecules with the human CYP2E1 enzyme active site. Eur J Pharm Sci 2012; 47:996-1005. [PMID: 23069620 DOI: 10.1016/j.ejps.2012.09.018] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2012] [Revised: 08/07/2012] [Accepted: 09/25/2012] [Indexed: 11/27/2022]
Abstract
CYP2E1 is an important enzyme oxidizing ethanol as well as several drugs and other xenobiotics in the human liver. We determined the inhibition potency of structurally diverse compounds against human CYP2E1, and analyzed their interactions with the enzyme active site by molecular docking and 3D-QSAR approaches. The IC(50) values for the tested compounds varied from 1.4 μM for γ-undecanolactone to over 46 mM for glycerol. This data set was used to create a comparative molecular field analysis (CoMFA) model. The most important interactions for binding of inhibitors were identified by docking and key features for inhibitors were characterized via the COMFA model. Since the active site of CYP2E1 is flexible, long chain lactones and alkyl alcohols fitted best into the larger open form while the other compounds fitted better in the smaller closed form of the active site. Electrostatic interactions near the Thr(303) residue proved to be important for inhibition of the enzyme activity. Thus, docking analysis and the predictive CoMFA model proved to be efficient tools for revealing interactions between inhibiting compounds and CYP2E1. These approaches can be used to analyze CYP2E1-mediated metabolism and drug interactions in the development of new chemical entities.
Collapse
|
35
|
Fridén-Saxin M, Seifert T, Landergren MR, Suuronen T, Lahtela-Kakkonen M, Jarho EM, Luthman K. Synthesis and evaluation of substituted chroman-4-one and chromone derivatives as sirtuin 2-selective inhibitors. J Med Chem 2012; 55:7104-13. [PMID: 22746324 PMCID: PMC3426190 DOI: 10.1021/jm3005288] [Citation(s) in RCA: 102] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
![]()
A series of substituted chromone/chroman-4-one derivatives
has
been synthesized and evaluated as novel inhibitors of SIRT2, an enzyme
involved in aging-related diseases, e.g., neurodegenerative disorders.
The analogues were efficiently synthesized in a one-step procedure
including a base-mediated aldol condensation using microwave irradiation.
The most potent compounds, with inhibitory concentrations in the low
micromolar range, were substituted in the 2-, 6-, and 8-positions.
Larger, electron-withdrawing substituents in the 6- and 8-positions
were favorable. The most potent inhibitor of SIRT2 was 6,8-dibromo-2-pentylchroman-4-one
with an IC50 of 1.5 μM. The synthesized compounds
show high selectivity toward SIRT2 over SIRT1 and SIRT3 and represent
an important starting point for the development of novel SIRT2 inhibitors.
Collapse
Affiliation(s)
- Maria Fridén-Saxin
- Department of Chemistry and Molecular Biology, Medicinal Chemistry, University of Gothenburg, SE-412 96 Göteborg, Sweden
| | | | | | | | | | | | | |
Collapse
|
36
|
Härkönen HH, Mattsson JM, Määttä JAE, Stenman UH, Koistinen H, Matero S, Windshügel B, Poso A, Lahtela-Kakkonen M. Corrigendum: The Discovery of Compounds That Stimulate the Activity of Kallikrein-Related Peptidase 3 (KLK3). ChemMedChem 2011. [DOI: 10.1002/cmdc.201100461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
|
37
|
Härkönen HH, Mattsson JM, Määttä JAE, Stenman UH, Koistinen H, Matero S, Windshügel B, Poso A, Lahtela-Kakkonen M. The discovery of compounds that stimulate the activity of kallikrein-related peptidase 3 (KLK3). ChemMedChem 2011; 6:2170-8. [PMID: 21953896 DOI: 10.1002/cmdc.201100349] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2011] [Revised: 09/11/2011] [Indexed: 11/05/2022]
Abstract
Kallikrein-related peptidase 3 (KLK3), also known as prostate-specific antigen (PSA), is the most useful biomarker for prostate cancer (PCa). KLK3 is suggested to play a role in regulating cancer growth through anti-angiogenic activity in vivo and in vitro. This feature, together with its specificity for prostate tissue, makes KLK3 an intriguing target for the design of new therapies for PCa. 3D pharmacophores for KLK3-stimulating compounds were generated based on peptides that bind specifically to KLK3 and increase its enzymatic activity. As a result of pharmacophore-based virtual screening, four small, drug-like compounds with affinity for KLK3 were discovered and validated by capillary differential scanning calorimetry. One of the compounds also stimulated the activity of KLK3, and is therefore the first published small molecule with such an activity.
Collapse
Affiliation(s)
- Henna H Härkönen
- School of Pharmacy, Pharmaceutical Chemistry, Faculty of Health Sciences, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland.
| | | | | | | | | | | | | | | | | |
Collapse
|
38
|
Huhtiniemi T, Salo HS, Suuronen T, Poso A, Salminen A, Leppänen J, Jarho E, Lahtela-Kakkonen M. Structure-based design of pseudopeptidic inhibitors for SIRT1 and SIRT2. J Med Chem 2011; 54:6456-68. [PMID: 21895016 DOI: 10.1021/jm200590k] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
The lack of substrate-bound crystal structures of SIRT1 and SIRT2 complicates the drug design for these targets. In this work, we aim to study whether SIRT3 could serve as a target structure in the design of substrate based pseudopeptidic inhibitors of SIRT1 and SIRT2. We created a binding hypothesis for pseudopeptidic inhibitors, synthesized a series of inhibitors, and studied how well the fulfillment of the binding criteria proposed by the hypothesis correlated with the in vitro inhibitory activities. The chosen approach was further validated by studying docking results between 12 different SIRT3, Sir2Tm, SIRT1 and SIRT2 X-ray structures and homology models in different conformational forms. It was concluded that the created binding hypothesis can be used in the design of the substrate based inhibitors of SIRT1 and SIRT2 although there are some reservations, and it is better to use the substrate-bound structure of SIRT3 instead of the available apo-SIRT2 as the target structure.
Collapse
Affiliation(s)
- Tero Huhtiniemi
- School of Pharmacy, Institute of Clinical Medicine, University of Eastern Finland, P.O. Box 1627, 70211 Kuopio, Finland
| | | | | | | | | | | | | | | |
Collapse
|
39
|
Sakhteman A, Lahtela-Kakkonen M, Poso A. Studying the catechol binding cavity in comparative models of human dopamine D2 receptor. J Mol Graph Model 2010; 29:685-92. [PMID: 21168353 DOI: 10.1016/j.jmgm.2010.11.012] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2010] [Revised: 11/16/2010] [Accepted: 11/22/2010] [Indexed: 10/18/2022]
Abstract
Obtaining more structural information of human dopamine D(2) receptor may help in the design of better therapeutic agents against diseases such as Parkinson. In this study attempts have been made to develop a functional model for the catechol binding site of the human dopamine D(2) receptor, with two primary models being postulated based on the presence of a disulfide bridge in the second extracellular loop. The models have been subjected to subsequent molecular dynamics simulation and receptor based virtual screening of catechol structures. During steady state of the simulations, representative models with the reduced disulfide bridge were more capable of discriminating between active and inactive catechol structures. It is postulated that similar conformational changes of the second extracellular loop observed in 5-HT4 and β-adrenergic receptors, might also take place in the human D(2) receptor during its interaction with agonist ligands.
Collapse
Affiliation(s)
- Amirhossein Sakhteman
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland.
| | | | | |
Collapse
|
40
|
Huhtiniemi T, Suuronen T, Lahtela-Kakkonen M, Bruijn T, Jääskeläinen S, Poso A, Salminen A, Leppänen J, Jarho E. N(epsilon)-Modified lysine containing inhibitors for SIRT1 and SIRT2. Bioorg Med Chem 2010; 18:5616-25. [PMID: 20630764 DOI: 10.1016/j.bmc.2010.06.035] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2010] [Revised: 06/10/2010] [Accepted: 06/11/2010] [Indexed: 10/19/2022]
Abstract
Sirtuins catalyze the NAD(+) dependent deacetylation of N(epsilon)-acetyl lysine residues to nicotinamide, O'-acetyl-ADP-ribose (OAADPR) and N(epsilon)-deacetylated lysine. Here, an easy-to-synthesize Ac-Ala-Lys-Ala sequence has been used as a probe for the screening of novel N(epsilon)-modified lysine containing inhibitors against SIRT1 and SIRT2. N(epsilon)-Selenoacetyl and N(epsilon)-isothiovaleryl were the most potent moieties found in this study, comparable to the widely studied N(epsilon)-thioacetyl group. The N(epsilon)-3,3-dimethylacryl and N(epsilon)-isovaleryl moieties gave significant inhibition in comparison to the N(epsilon)-acetyl group present in the substrates. In addition, the studied N(epsilon)-alkanoyl, N(epsilon)-alpha,beta-unsaturated carbonyl and N(epsilon)-aroyl moieties showed that the acetyl binding pocket can accept rather large groups, but is sensitive to even small changes in electronic and steric properties of the N(epsilon)-modification. These results are applicable for further screening of N(epsilon)-acetyl analogues.
Collapse
Affiliation(s)
- Tero Huhtiniemi
- School of Pharmacy, University of Eastern Finland, Kuopio Campus, PO Box 1627, 70211 Kuopio, Finland.
| | | | | | | | | | | | | | | | | |
Collapse
|
41
|
Kalliokoski T, Salo HS, Lahtela-Kakkonen M, Poso A. The effect of ligand-based tautomer and protomer prediction on structure-based virtual screening. J Chem Inf Model 2010; 49:2742-8. [PMID: 19928753 DOI: 10.1021/ci900364w] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
As tautomerism and ionization may significantly change the interaction possibilities between a ligand and a target protein, these phenomena could have an effect on structure-based virtual screening. Tautomeric- and protonation-state enumeration ensures that the state with optimal interaction possibilities is included in the screening process, as the predicted state may not always be the optimal binder. However, there is very little information published if tautomer and protomer enumeration actually improves the enrichment of active molecules compared to the alternative of using a predicted form of each molecule. In this study, a retrospective virtual screening was performed using AutoDock on 19 drug targets with a publicly available data set. It is proposed that tautomer and protomer prediction can significantly save computing resources and can yield similar results to enumeration.
Collapse
Affiliation(s)
- Tuomo Kalliokoski
- Biocenter Kuopio (BCK) and Department of Pharmaceutical Chemistry, University of Kuopio, P.O. Box 1627, 70211 Kuopio, Finland.
| | | | | | | |
Collapse
|
42
|
Myllymäki MJ, Käsnänen H, Kataja AO, Lahtela-Kakkonen M, Saario SM, Poso A, Koskinen AM. Chiral 3-(4,5-dihydrooxazol-2-yl)phenyl alkylcarbamates as novel FAAH inhibitors: Insight into FAAH enantioselectivity by molecular docking and interaction fields. Eur J Med Chem 2009; 44:4179-91. [DOI: 10.1016/j.ejmech.2009.05.012] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2009] [Revised: 05/04/2009] [Accepted: 05/14/2009] [Indexed: 10/20/2022]
|
43
|
Jyrkkärinne J, Windshügel B, Rönkkö T, Tervo AJ, Küblbeck J, Lahtela-Kakkonen M, Sippl W, Poso A, Honkakoski P. Insights into ligand-elicited activation of human constitutive androstane receptor based on novel agonists and three-dimensional quantitative structure-activity relationship. J Med Chem 2009; 51:7181-92. [PMID: 18983136 DOI: 10.1021/jm800731b] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
The human constitutive androstane receptor (CAR, NR1I3) is an important regulator of xenobiotic metabolism and other physiological processes. So far, only few CAR agonists are known and no explicit mechanism has been proposed for their action. Thus, we aimed to generate a 3D QSAR model that could explain the molecular determinants of CAR agonist action. To obtain a sufficient number of agonists that cover a wide range of activity, we applied a virtual screening approach using both structure- and ligand-based methods. We identified 27 novel human CAR agonists on which a 3D QSAR model was generated. The model, complemented by coregulator recruitment and mutagenesis results, suggests a potential activation mechanism for human CAR and may serve to predict potential activation of CAR for compounds emerging from drug development projects or for chemicals undergoing toxicological risk assessment.
Collapse
Affiliation(s)
- Johanna Jyrkkärinne
- Departments of Pharmaceutics and Pharmaceutical Chemistry, University of Kuopio, P.O. Box 1627, 70211 Kuopio, Finland
| | | | | | | | | | | | | | | | | |
Collapse
|
44
|
Kiviranta PH, Salo HS, Leppänen J, Rinne VM, Kyrylenko S, Kuusisto E, Suuronen T, Salminen A, Poso A, Lahtela-Kakkonen M, Wallén EAA. Characterization of the binding properties of SIRT2 inhibitors with a N-(3-phenylpropenoyl)-glycine tryptamide backbone. Bioorg Med Chem 2008; 16:8054-62. [PMID: 18701307 DOI: 10.1016/j.bmc.2008.07.059] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2008] [Accepted: 07/22/2008] [Indexed: 12/01/2022]
Abstract
SIRT2 inhibitors with a N-(3-phenylpropenoyl)-glycine tryptamide backbone were studied. This backbone has been developed in our group, and it is derived from a compound originally found by virtual screening. In addition, compounds with a smaller 3-phenylpropenoic acid tryptamide backbone were also included in the study. Binding modes for the new compounds and the previously reported compounds were analyzed with molecular modelling methods. The approach, which included a combination of molecular dynamics, molecular docking and cluster analysis, showed that certain docking poses were favourable despite the conformational variation in the target protein. The N-(3-phenylpropenoyl)-glycine tryptamide backbone is also a good backbone for SIRT2 inhibitors, and the series of compounds includes several potent SIRT2 inhibitors.
Collapse
Affiliation(s)
- Päivi H Kiviranta
- Department of Pharmaceutical Chemistry, University of Kuopio, PO Box 1627, 70211 Kuopio, Finland.
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
45
|
Huhtiniemi T, Suuronen T, Rinne VM, Wittekindt C, Lahtela-Kakkonen M, Jarho E, Wallén EAA, Salminen A, Poso A, Leppänen J. Oxadiazole-carbonylaminothioureas as SIRT1 and SIRT2 inhibitors. J Med Chem 2008; 51:4377-80. [PMID: 18642893 DOI: 10.1021/jm800639h] [Citation(s) in RCA: 63] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
A new inhibitor for human sirtuin type proteins 1 and 2 (SIRT1 and SIRT2) was discovered through virtual database screening in search of new scaffolds. A series of compounds was synthesized based on the hit compound (3-[[3-(4-tert-butylphenyl)1,2,4-oxadiazole-5-carbonyl]amino]-1-[3-(trifluoromethyl)phenyl]thiourea). The most potent compound in the series was nearly as potent as the reference compound (6-chloro-2,3,4,9-tetrahydro-1H-carbazole-1-carboxamide).
Collapse
Affiliation(s)
- Tero Huhtiniemi
- Department of Pharmaceutical Chemistry, University of Kuopio, PO Box 1627, 70211 Kuopio, Finland.
| | | | | | | | | | | | | | | | | | | |
Collapse
|
46
|
Pajula K, Lahtela-Kakkonen M, Korhonen O. In silico screening of potential crystal growth inhibitors for the stabilization of amorphous structures. Eur J Pharm Sci 2008. [DOI: 10.1016/j.ejps.2008.02.115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
|
47
|
Matero S, Poutiainen S, Leskinen J, Hakulinen M, Lahtela-Kakkonen M, Ketolainen J, Lappalainen R, Järvinen K, Poso A. Determination of batch-to-batch variation for fluidized bed granulation. Eur J Pharm Sci 2008. [DOI: 10.1016/j.ejps.2008.02.080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
|
48
|
Matero S, Pajander J, Soikkeli AM, Reinikainen SP, Lahtela-Kakkonen M, Korhonen O, Ketolainen J, Poso A. Predicting the drug concentration in starch acetate matrix tablets from ATR-FTIR spectra using multi-way methods. Anal Chim Acta 2007; 595:190-7. [PMID: 17606000 DOI: 10.1016/j.aca.2007.02.008] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2006] [Revised: 02/05/2007] [Accepted: 02/07/2007] [Indexed: 11/25/2022]
Abstract
The amounts of drug and excipient were predicted from ATR-FTIR spectra using two multi-way modelling techniques, parallel factor analysis (PARAFAC) and multi-linear partial least squares (N-PLS). Data matrices consisted of dissolved and undissolved parallel samples having different drug content and spectra, which were collected at axially cut surface of the flat-faced matrix tablets. Spectra were recorded comprehensively at different points on the axially cut surface of the tablet. The sample drug concentrations varied between 2 and 16% v/v. The multi-way methods together with ATR-FTIR spectra seemed to represent an applicable method for the determination of drug and excipient distribution in a tablet during the release process. The N-PLS calibration method was more robust for accurate quantification of the amount of components in the sample whereas the PARAFAC model provided approximate relative amounts of components.
Collapse
Affiliation(s)
- Sanni Matero
- Department of Pharmaceutical Chemistry, University of Kuopio, P.O. Box 1627, FIN-70211 Kuopio, Finland.
| | | | | | | | | | | | | | | |
Collapse
|
49
|
Kiviranta PH, Leppänen J, Kyrylenko S, Salo HS, Lahtela-Kakkonen M, Tervo AJ, Wittekindt C, Suuronen T, Kuusisto E, Järvinen T, Salminen A, Poso A, Wallén EAA. N,N‘-Bisbenzylidenebenzene-1,4-diamines andN,N‘-Bisbenzylidenenaphthalene-1,4-diamines as Sirtuin Type 2 (SIRT2) Inhibitors. J Med Chem 2006; 49:7907-11. [PMID: 17181175 DOI: 10.1021/jm060566j] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
A series of N,N'-bisbenzylidenebenzene-1,4-diamine and N,N'-bisbenzylidenenaphthalene-1,4-diamine derivatives were synthesized as inhibitors for human sirtuin type 2 (SIRT2). The design of the new compounds was based on two earlier reported hits from molecular modeling and virtual screening. The most potent compound was N,N'-bis(2-hydroxybenzylidene)benzene-1,4-diamine, which was equipotent with the most potent hit compound and well-known SIRT2 inhibitor sirtinol.
Collapse
Affiliation(s)
- Päivi H Kiviranta
- Department of Pharmaceutical Chemistry , University of Kuopio, P.O. Box 1627, 70211 Kuopio, Finland.
| | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
50
|
Huhtiniemi T, Wittekindt C, Laitinen T, Leppänen J, Salminen A, Poso A, Lahtela-Kakkonen M. Comparative and pharmacophore model for deacetylase SIRT1. J Comput Aided Mol Des 2006; 20:589-99. [PMID: 17103016 DOI: 10.1007/s10822-006-9084-9] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2006] [Accepted: 09/26/2006] [Indexed: 02/01/2023]
Abstract
Sirtuins are NAD-dependent histone deacetylases, which cleave the acetyl-group from acetylated proteins, such as histones but also the acetyl groups from several transcription factors, and in this way can change their activities. Of all seven mammalian SirTs, the human sirtuin SirT1 has been the most extensively studied. However, there is no crystal structure or comparative model reported for SirT1. We have therefore built up a three-dimensional comparison model of the SirT1 protein catalytic core (domain area from residues 244 to 498 of the full length SirT1) in order to assist in the investigation of active site-ligand interactions and in the design of novel SirT1 inhibitors. In this study we also propose the binding-mode of recently reported set of indole-based inhibitors in SirT1. The site of interaction and the ligand conformation were predicted by the use of molecular docking techniques. To distinguish between active and inactive compounds, a post-docking filter based on H-bond network was constructed. Docking results were used to investigate the pharmacophore and to identify a filter for database mining.
Collapse
Affiliation(s)
- Tero Huhtiniemi
- Department of Pharmaceutical Chemistry, University of Kuopio, P.O. Box 1627, Kuopio, FIN-70211, Finland.
| | | | | | | | | | | | | |
Collapse
|