1
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Garcia-Maldonado E, Huber AD, Chai SC, Nithianantham S, Li Y, Wu J, Poudel S, Miller DJ, Seetharaman J, Chen T. Chemical manipulation of an activation/inhibition switch in the nuclear receptor PXR. Nat Commun 2024; 15:4054. [PMID: 38744881 PMCID: PMC11094003 DOI: 10.1038/s41467-024-48472-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Accepted: 04/29/2024] [Indexed: 05/16/2024] Open
Abstract
Nuclear receptors are ligand-activated transcription factors that can often be useful drug targets. Unfortunately, ligand promiscuity leads to two-thirds of receptors remaining clinically untargeted. PXR is a nuclear receptor that can be activated by diverse compounds to elevate metabolism, negatively impacting drug efficacy and safety. This presents a barrier to drug development because compounds designed to target other proteins must avoid PXR activation while retaining potency for the desired target. This problem could be avoided by using PXR antagonists, but these compounds are rare, and their molecular mechanisms remain unknown. Here, we report structurally related PXR-selective agonists and antagonists and their corresponding co-crystal structures to describe mechanisms of antagonism and selectivity. Structural and computational approaches show that antagonists induce PXR conformational changes incompatible with transcriptional coactivator recruitment. These results guide the design of compounds with predictable agonist/antagonist activities and bolster efforts to generate antagonists to prevent PXR activation interfering with other drugs.
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Affiliation(s)
- Efren Garcia-Maldonado
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, 262 Danny Thomas Place, Memphis, TN, 38105, USA
| | - Andrew D Huber
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, 262 Danny Thomas Place, Memphis, TN, 38105, USA.
| | - Sergio C Chai
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, 262 Danny Thomas Place, Memphis, TN, 38105, USA
| | - Stanley Nithianantham
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, 262 Danny Thomas Place, Memphis, TN, 38105, USA
| | - Yongtao Li
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, 262 Danny Thomas Place, Memphis, TN, 38105, USA
| | - Jing Wu
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, 262 Danny Thomas Place, Memphis, TN, 38105, USA
| | - Shyaron Poudel
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, 262 Danny Thomas Place, Memphis, TN, 38105, USA
| | - Darcie J Miller
- Department of Structural Biology, St. Jude Children's Research Hospital, 262 Danny Thomas Place, Memphis, TN, 38105, USA
| | - Jayaraman Seetharaman
- Department of Structural Biology, St. Jude Children's Research Hospital, 262 Danny Thomas Place, Memphis, TN, 38105, USA
| | - Taosheng Chen
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, 262 Danny Thomas Place, Memphis, TN, 38105, USA.
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2
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Liu J, Malekoltojari A, Asokakumar A, Chow V, Li L, Li H, Grimaldi M, Dang N, Campbell J, Barrett H, Sun J, Navarre W, Wilson D, Wang H, Mani S, Balaguer P, Anakk S, Peng H, Krause HM. Diindoles produced from commensal microbiota metabolites function as endogenous CAR/Nr1i3 ligands. Nat Commun 2024; 15:2563. [PMID: 38519460 PMCID: PMC10960024 DOI: 10.1038/s41467-024-46559-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2023] [Accepted: 02/27/2024] [Indexed: 03/25/2024] Open
Abstract
Numerous studies have demonstrated the correlation between human gut bacteria and host physiology, mediated primarily via nuclear receptors (NRs). Despite this body of work, the systematic identification and characterization of microbe-derived ligands that regulate NRs remain a considerable challenge. In this study, we discover a series of diindole molecules produced from commensal bacteria metabolites that act as specific agonists for the orphan constitutive androstane receptor (CAR). Using various biophysical analyses we show that their nanomolar affinities are comparable to those of synthetic CAR agonists, and that they can activate both rodent and human CAR orthologues, which established synthetic agonists cannot. We also find that the diindoles, diindolylmethane (DIM) and diindolylethane (DIE) selectively up-regulate bona fide CAR target genes in primary human hepatocytes and mouse liver without causing significant side effects. These findings provide new insights into the complex interplay between the gut microbiome and host physiology, as well as new tools for disease treatment.
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Affiliation(s)
- Jiabao Liu
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, ON, M5S 3E1, Canada
| | - Ainaz Malekoltojari
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, ON, M5S 3E1, Canada
- Department of Molecular Genetics, University of Toronto, Toronto, ON, Canada
| | - Anjana Asokakumar
- Department of Molecular and Integrative Physiology, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA
| | - Vimanda Chow
- Department of Chemistry, York University, Toronto, ON, M3J 1P3, Canada
| | - Linhao Li
- Department of Pharmaceutical Sciences, University of Maryland School of Pharmacy, 20 Penn Street, Baltimore, MD, 21201, USA
| | - Hao Li
- Department of Molecular Pharmacology; Department of Genetics; Department of Medicine; Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Marina Grimaldi
- Institut de Recherche en Cancérologie de Montpellier (IRCM), Université Montpellier, Institut régional du Cancer de Montpellier (ICM), Montpellier, Inserm, U1194, France
| | - Nathanlown Dang
- Department of Molecular and Integrative Physiology, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA
| | - Jhenielle Campbell
- Department of Molecular Genetics, University of Toronto, Toronto, ON, Canada
| | - Holly Barrett
- Department of Chemistry, University of Toronto, Toronto, ON, M5S 3H6, Canada
| | - Jianxian Sun
- Department of Chemistry, University of Toronto, Toronto, ON, M5S 3H6, Canada
- School of the Environment, University of Toronto, Toronto, ON, M5S 3H6, Canada
| | - William Navarre
- Department of Molecular Genetics, University of Toronto, Toronto, ON, Canada
| | - Derek Wilson
- Department of Chemistry, York University, Toronto, ON, M3J 1P3, Canada
| | - Hongbing Wang
- Department of Pharmaceutical Sciences, University of Maryland School of Pharmacy, 20 Penn Street, Baltimore, MD, 21201, USA
| | - Sridhar Mani
- Department of Molecular Pharmacology; Department of Genetics; Department of Medicine; Albert Einstein College of Medicine, Bronx, NY, 10461, USA
| | - Patrick Balaguer
- Institut de Recherche en Cancérologie de Montpellier (IRCM), Université Montpellier, Institut régional du Cancer de Montpellier (ICM), Montpellier, Inserm, U1194, France
| | - Sayeepriyadarshini Anakk
- Department of Molecular and Integrative Physiology, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA
| | - Hui Peng
- Department of Chemistry, University of Toronto, Toronto, ON, M5S 3H6, Canada.
- School of the Environment, University of Toronto, Toronto, ON, M5S 3H6, Canada.
| | - Henry M Krause
- Donnelly Centre for Cellular and Biomolecular Research, University of Toronto, Toronto, ON, M5S 3E1, Canada.
- Department of Molecular Genetics, University of Toronto, Toronto, ON, Canada.
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3
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Kurosawa K, Nakano M, Yokoseki I, Nagaoka M, Takemoto S, Sakai Y, Kobayashi K, Kazuki Y, Fukami T, Nakajima M. ncBAF enhances PXR-mediated transcriptional activation in the human and mouse liver. Biochem Pharmacol 2023; 215:115733. [PMID: 37543347 DOI: 10.1016/j.bcp.2023.115733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 07/25/2023] [Accepted: 08/01/2023] [Indexed: 08/07/2023]
Abstract
Pregnane X receptor (PXR) is one of the key regulators of drug metabolism, gluconeogenesis, and lipid synthesis in the human liver. Activation of PXR by drugs such as rifampicin, simvastatin, and efavirenz causes adverse reactions such as drug-drug interaction, hyperglycemia, and dyslipidemia. The inhibition of PXR activation has merit in preventing such adverse events. Here, we demonstrated that bromodomain containing protein 9 (BRD9), a component of non-canonical brahma-related gene 1-associated factor (ncBAF), one of the chromatin remodelers, interacts with PXR. Rifampicin-mediated induction of CYP3A4 expression was attenuated by iBRD9, an inhibitor of BRD9, in human primary hepatocytes and CYP3A/PXR-humanized mice, indicating that BRD9 enhances the transcriptional activation of PXR in vitro and in vivo. Chromatin immunoprecipitation assay reveled that iBRD9 treatment resulted in attenuation of the rifampicin-mediated binding of PXR to the CYP3A4 promoter region, suggesting that ncBAF functions to facilitate the binding of PXR to its response elements. Efavirenz-induced hepatic lipid accumulation was attenuated by iBRD9 in C57BL/6J mice, suggesting that the inhibition of BRD9 would be useful to reduce the risk of efavirenz-induced hepatic steatosis. Collectively, we found that inhibitors of BRD9, a component of ncBAF that plays a role in assisting transactivation by PXR, would be useful to reduce the risk of PXR-mediated adverse reactions.
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Affiliation(s)
- Kiamu Kurosawa
- Drug Metabolism and Toxicology, Faculty of Pharmaceutical Sciences, Kanazawa University, Kakuma-machi, Kanazawa 920-1192, Japan
| | - Masataka Nakano
- Drug Metabolism and Toxicology, Faculty of Pharmaceutical Sciences, Kanazawa University, Kakuma-machi, Kanazawa 920-1192, Japan; WPI Nano Life Science Institute (WPI-NanoLSI) Kanazawa University, Kakuma-machi, Kanazawa 920-1192, Japan.
| | - Itsuki Yokoseki
- Drug Metabolism and Toxicology, Faculty of Pharmaceutical Sciences, Kanazawa University, Kakuma-machi, Kanazawa 920-1192, Japan
| | - Mai Nagaoka
- Drug Metabolism and Toxicology, Faculty of Pharmaceutical Sciences, Kanazawa University, Kakuma-machi, Kanazawa 920-1192, Japan
| | - Seiya Takemoto
- Drug Metabolism and Toxicology, Faculty of Pharmaceutical Sciences, Kanazawa University, Kakuma-machi, Kanazawa 920-1192, Japan
| | - Yoshiyuki Sakai
- Drug Metabolism and Toxicology, Faculty of Pharmaceutical Sciences, Kanazawa University, Kakuma-machi, Kanazawa 920-1192, Japan
| | - Kaoru Kobayashi
- Laboratory of Biopharmaceutics, Meiji Pharmaceutical University, 2-522-1 Noshio, Kiyose, Tokyo 204-8588, Japan
| | - Yasuhiro Kazuki
- Department of Chromosome Biomedical Engineering, School of Life Science, Faculty of Medicine, Tottori University, 86 Nishi-cho, Yonago, Tottori 683-8503, Japan; Chromosome Engineering Research Center (CERC), Tottori University, 86 Nishi-cho, Yonago, Tottori 683-8503, Japan
| | - Tatsuki Fukami
- Drug Metabolism and Toxicology, Faculty of Pharmaceutical Sciences, Kanazawa University, Kakuma-machi, Kanazawa 920-1192, Japan; WPI Nano Life Science Institute (WPI-NanoLSI) Kanazawa University, Kakuma-machi, Kanazawa 920-1192, Japan
| | - Miki Nakajima
- Drug Metabolism and Toxicology, Faculty of Pharmaceutical Sciences, Kanazawa University, Kakuma-machi, Kanazawa 920-1192, Japan; WPI Nano Life Science Institute (WPI-NanoLSI) Kanazawa University, Kakuma-machi, Kanazawa 920-1192, Japan.
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4
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Finamore C, Festa C, Fiorillo B, Leva FSD, Roselli R, Marchianò S, Biagioli M, Spinelli L, Fiorucci S, Limongelli V, Zampella A, De Marino S. Expanding the Library of 1,2,4-Oxadiazole Derivatives: Discovery of New Farnesoid X Receptor (FXR) Antagonists/Pregnane X Receptor (PXR) Agonists. Molecules 2023; 28:molecules28062840. [PMID: 36985811 PMCID: PMC10057480 DOI: 10.3390/molecules28062840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 03/17/2023] [Accepted: 03/18/2023] [Indexed: 03/30/2023] Open
Abstract
Compounds featuring a 1,2,4-oxadiazole core have been recently identified as a new chemotype of farnesoid X receptor (FXR) antagonists. With the aim to expand this class of compounds and to understand the building blocks necessary to maintain the antagonistic activity, we describe herein the synthesis, the pharmacological evaluation, and the in vitro pharmacokinetic properties of a novel series of 1,2,4-oxadiazole derivatives decorated on the nitrogen of the piperidine ring with different N-alkyl and N-aryl side chains. In vitro pharmacological evaluation showed compounds 5 and 11 as the first examples of nonsteroidal dual FXR/Pregnane X receptor (PXR) modulators. In HepG2 cells, these compounds modulated PXR- and FXR-regulated genes, resulting in interesting leads in the treatment of inflammatory disorders. Moreover, molecular docking studies supported the experimental results, disclosing the ligand binding mode and allowing rationalization of the activities of compounds 5 and 11.
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Affiliation(s)
- Claudia Finamore
- Department of Pharmacy, University of Naples "Federico II", Via D. Montesano 49, 80131 Naples, Italy
| | - Carmen Festa
- Department of Pharmacy, University of Naples "Federico II", Via D. Montesano 49, 80131 Naples, Italy
| | - Bianca Fiorillo
- Department of Pharmacy, University of Naples "Federico II", Via D. Montesano 49, 80131 Naples, Italy
- Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, 1468 Madison Ave, New York, NY 10029, USA
| | - Francesco Saverio Di Leva
- Department of Pharmacy, University of Naples "Federico II", Via D. Montesano 49, 80131 Naples, Italy
| | - Rosalinda Roselli
- Department of Medicine and Surgery, University of Perugia, Piazza L. Severi, 1-06132 Perugia, Italy
| | - Silvia Marchianò
- Department of Medicine and Surgery, University of Perugia, Piazza L. Severi, 1-06132 Perugia, Italy
| | - Michele Biagioli
- Department of Medicine and Surgery, University of Perugia, Piazza L. Severi, 1-06132 Perugia, Italy
| | - Lucio Spinelli
- Department of Pharmacy, University of Naples "Federico II", Via D. Montesano 49, 80131 Naples, Italy
| | - Stefano Fiorucci
- Department of Medicine and Surgery, University of Perugia, Piazza L. Severi, 1-06132 Perugia, Italy
| | - Vittorio Limongelli
- Department of Pharmacy, University of Naples "Federico II", Via D. Montesano 49, 80131 Naples, Italy
- Faculty of Biomedical Sciences, Euler Institute, Università della Svizzera italiana (USI), Via G. Buffi 13, CH-6900 Lugano, Switzerland
| | - Angela Zampella
- Department of Pharmacy, University of Naples "Federico II", Via D. Montesano 49, 80131 Naples, Italy
| | - Simona De Marino
- Department of Pharmacy, University of Naples "Federico II", Via D. Montesano 49, 80131 Naples, Italy
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5
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Chen Q, Zhou X, Rehmel J, Steele JP, Svensson KA, Beck JP, Hembre EJ, Hao J. Ensemble Docking Approach to Mitigate Pregnane X Receptor-Mediated CYP3A4 Induction Risk. J Chem Inf Model 2023; 63:173-186. [PMID: 36473234 DOI: 10.1021/acs.jcim.2c01175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Three structurally closely related dopamine D1 receptor positive allosteric modulators (D1 PAMs) based on a tetrahydroisoquinoline (THIQ) scaffold were profiled for their CYP3A4 induction potentials. It was found that the length of the linker at the C5 position greatly affected the potentials of these D1 PAMs as CYP3A4 inducers, and the level of induction correlated well with the activation of the pregnane X receptor (PXR). Based on the published PXR X-ray crystal structures, we built a binding model specifically for these THIQ-scaffold-based D1 PAMs in the PXR ligand-binding pocket via an ensemble docking approach and found the model could explain the observed CYP induction disparity. Combined with our previously reported D1 receptor homology model, which identified the C5 position as pointing toward the solvent-exposed space, our PXR-binding model coincidentally suggested that structural modifications at the C5 position could productively modulate the CYP induction potential while maintaining the D1 PAM potency of these THIQ-based PAMs.
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Affiliation(s)
- Qi Chen
- Discovery Chemistry Research and Technologies, Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, Indiana46285, United States
| | - Xin Zhou
- Drug Disposition, Lilly Biotechnology Center, Eli Lilly and Company, 10290 Campus Point Drive, San Diego, California92121, United States
| | - Jessica Rehmel
- Drug Disposition, Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, Indiana46285, United States
| | - James P Steele
- Quantitative Biology, Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, Indiana46285, United States
| | - Kjell A Svensson
- Neuroscience Discovery, Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, Indiana46285, United States
| | - James P Beck
- Discovery Chemistry Research and Technologies, Lilly Biotechnology Center, Eli Lilly and Company, 10290 Campus Point Drive, San Diego, California92121, United States
| | - Erik J Hembre
- Discovery Chemistry Research and Technologies, Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, Indiana46285, United States
| | - Junliang Hao
- Discovery Chemistry Research and Technologies, Lilly Biotechnology Center, Eli Lilly and Company, 10290 Campus Point Drive, San Diego, California92121, United States
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6
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Bwayi MN, Garcia-Maldonado E, Chai SC, Xie B, Chodankar S, Huber AD, Wu J, Annu K, Wright WC, Lee HM, Seetharaman J, Wang J, Buchman CD, Peng J, Chen T. Molecular basis of crosstalk in nuclear receptors: heterodimerization between PXR and CAR and the implication in gene regulation. Nucleic Acids Res 2022; 50:3254-3275. [PMID: 35212371 PMCID: PMC8989523 DOI: 10.1093/nar/gkac133] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Revised: 01/20/2022] [Accepted: 02/11/2022] [Indexed: 02/06/2023] Open
Abstract
The 48 human nuclear receptors (NRs) form a superfamily of transcription factors that regulate major physiological and pathological processes. Emerging evidence suggests that NR crosstalk can fundamentally change our understanding of NR biology, but detailed molecular mechanisms of crosstalk are lacking. Here, we report the molecular basis of crosstalk between the pregnane X receptor (PXR) and constitutive androstane receptor (CAR), where they form a novel heterodimer, resulting in their mutual inhibition. PXR and CAR regulate drug metabolism and energy metabolism. Although they have been broadly perceived as functionally redundant, a growing number of reports suggests a mutual inhibitory relation, but their precise mode of coordinated action remains unknown. Using methods including RNA sequencing, small-angle X-ray scattering and crosslinking mass spectrometry we demonstrate that the mutual inhibition altered gene expression globally and is attributed to the novel PXR–CAR heterodimerization via the same interface used by each receptor to heterodimerize with its functional partner, retinoid X receptor (RXR). These findings establish an unexpected functional relation between PXR, CAR and RXR, change the perceived functional relation between PXR and CAR, open new perspectives on elucidating their role and designing approaches to regulate them, and highlight the importance to comprehensively investigate nuclear receptor crosstalk.
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Affiliation(s)
- Monicah N Bwayi
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN 38105-3678, USA
| | - Efren Garcia-Maldonado
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN 38105-3678, USA
| | - Sergio C Chai
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN 38105-3678, USA
| | - Boer Xie
- Center for Proteomics and Metabolomics, St. Jude Children's Research Hospital, Memphis, TN 38105-3678, USA
| | - Shirish Chodankar
- National Synchrotron Light Source II, Brookhaven National Laboratory, Upton, NY 11973, USA
| | - Andrew D Huber
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN 38105-3678, USA
| | - Jing Wu
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN 38105-3678, USA
| | - Kavya Annu
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN 38105-3678, USA
| | - William C Wright
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN 38105-3678, USA
| | - Hyeong-Min Lee
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN 38105-3678, USA
| | - Jayaraman Seetharaman
- Department of Structural Biology, St. Jude Children's Research Hospital, Memphis, TN 38105-3678, USA
| | - Jingheng Wang
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN 38105-3678, USA
| | - Cameron D Buchman
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN 38105-3678, USA
| | - Junmin Peng
- Center for Proteomics and Metabolomics, St. Jude Children's Research Hospital, Memphis, TN 38105-3678, USA.,Department of Structural Biology, St. Jude Children's Research Hospital, Memphis, TN 38105-3678, USA.,Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105-3678, USA
| | - Taosheng Chen
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN 38105-3678, USA
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7
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Discrepancy in interactions and conformational dynamics of pregnane X receptor (PXR) bound to an agonist and a novel competitive antagonist. Comput Struct Biotechnol J 2022; 20:3004-3018. [PMID: 35782743 PMCID: PMC9218138 DOI: 10.1016/j.csbj.2022.06.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Revised: 06/09/2022] [Accepted: 06/09/2022] [Indexed: 11/22/2022] Open
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8
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Zhang J, Pavek P, Kamaraj R, Ren L, Zhang T. Dietary phytochemicals as modulators of human pregnane X receptor. Crit Rev Food Sci Nutr 2021:1-23. [PMID: 34698593 DOI: 10.1080/10408398.2021.1995322] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
As a promiscuous xenobiotic sensor, pregnane X receptor (PXR) plays a crucial role in drug metabolism. Since dietary phytochemicals exhibit the potential to modulate human PXR, this review aims to summarize the plant-derived PXR modulators, including agonists, partial agonists, and antagonists. The crystal structures of the apo and ligand-bound forms of PXR especially that of PXR complexed with binary mixtures are summarized, in order to provide the structural basis for PXR binding promiscuity and synergistic activation of PXR by composite ligands. Furthermore, this review summarizes the characterized agonists, partial agonists, and antagonists of human PXR from botanical source. Contrary to PXR agonists, there are only a few antagonists obtained from botanical source due to the promiscuity of PXR. It is worth noting that trans-resveratrol and a series of methylindoles have been identified as partial agonists of PXR, both in activating PXR function, but also inhibiting the effect of other PXR agonists. Since antagonizing PXR function plays a crucial role in the prevention of drug-drug interactions and improvement of therapeutic efficacy, further research is necessary to screen more plant-derived PXR antagonists in the future. In summary, this review may contribute to understanding the roles of phytochemicals in food-drug and herb-drug interactions.
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Affiliation(s)
- Jie Zhang
- College of Food Science and Engineering, Jilin University, Changchun, China
| | - Petr Pavek
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Charles University, Hradec Kralove, Czech Republic
| | - Rajamanikkam Kamaraj
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Charles University, Hradec Kralove, Czech Republic
| | - Li Ren
- College of Food Science and Engineering, Jilin University, Changchun, China
| | - Tiehua Zhang
- College of Food Science and Engineering, Jilin University, Changchun, China
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9
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Shizu R, Nishiguchi H, Tashiro S, Sato T, Sugawara A, Kanno Y, Hosaka T, Sasaki T, Yoshinari K. Helix 12 stabilization contributes to basal transcriptional activity of PXR. J Biol Chem 2021; 297:100978. [PMID: 34284062 PMCID: PMC8390552 DOI: 10.1016/j.jbc.2021.100978] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Revised: 07/12/2021] [Accepted: 07/16/2021] [Indexed: 11/19/2022] Open
Abstract
Pregnane X receptor (PXR) plays an important role in xenobiotic metabolism. While ligand binding induces PXR-dependent gene transcription, PXR shows constitutive transcriptional activity in the absence of ligands when expressed in cultured cells. This constitutive activity sometimes hampers investigation of PXR activation by compounds of interest. In this study, we investigated the molecular mechanism of PXR activation. In the reported crystal structures of unliganded PXR, helix 12 (H12), including a coactivator binding motif, was stabilized, while it is destabilized in the unliganded structures of other nuclear receptors, suggesting a role for H12 stabilization in the basal activity of PXR. Since Phe420, located in the loop between H11 and H12, is thought to interact with Leu411 and Ile414 to stabilize H12, we substituted alanine at Phe420 (PXR-F420A) and separately inserted three alanine residues directly after Phe420 (PXR-3A) and investigated their influence on PXR-mediated transcription. Reporter gene assays demonstrated that the mutants showed drastically reduced basal activity and enhanced responses to various ligands, which was further enhanced by coexpression of the coactivator peroxisome proliferator-activated receptor gamma coactivator 1α. Mutations of both Leu411 and Ile414 to alanine also suppressed basal activity. Mammalian two-hybrid assays showed that PXR-F420A and PXR-3A bound to corepressors and coactivators in the absence and presence of ligands, respectively. We conclude that the intramolecular interactions of Phe420 with Leu411 and Ile414 stabilize H12 to recruit coactivators even in the absence of ligands, contributing to the basal transcriptional activity of PXR. We propose that the generated mutants might be useful for PXR ligand screening.
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Affiliation(s)
- Ryota Shizu
- Laboratory of Molecular Toxicology, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka, Japan.
| | - Hikaru Nishiguchi
- Laboratory of Molecular Toxicology, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka, Japan
| | - Sarii Tashiro
- Laboratory of Molecular Toxicology, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka, Japan
| | - Takumi Sato
- Laboratory of Molecular Toxicology, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka, Japan
| | - Ayaka Sugawara
- Laboratory of Molecular Toxicology, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka, Japan
| | - Yuichiro Kanno
- Laboratory of Molecular Toxicology, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka, Japan
| | - Takuomi Hosaka
- Laboratory of Molecular Toxicology, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka, Japan
| | - Takamitsu Sasaki
- Laboratory of Molecular Toxicology, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka, Japan
| | - Kouichi Yoshinari
- Laboratory of Molecular Toxicology, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka, Japan.
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10
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Hall A, Chanteux H, Ménochet K, Ledecq M, Schulze MSED. Designing Out PXR Activity on Drug Discovery Projects: A Review of Structure-Based Methods, Empirical and Computational Approaches. J Med Chem 2021; 64:6413-6522. [PMID: 34003642 DOI: 10.1021/acs.jmedchem.0c02245] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
This perspective discusses the role of pregnane xenobiotic receptor (PXR) in drug discovery and the impact of its activation on CYP3A4 induction. The use of structural biology to reduce PXR activity on drug discovery projects has become more common in recent years. Analysis of this work highlights several important molecular interactions, and the resultant structural modifications to reduce PXR activity are summarized. The computational approaches undertaken to support the design of new drugs devoid of PXR activation potential are also discussed. Finally, the SAR of empirical design strategies to reduce PXR activity is reviewed, and the key SAR transformations are discussed and summarized. In conclusion, this perspective demonstrates that PXR activity can be greatly diminished or negated on active drug discovery projects with the knowledge now available. This perspective should be useful to anyone who seeks to reduce PXR activity on a drug discovery project.
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Affiliation(s)
- Adrian Hall
- UCB, Avenue de l'Industrie, Braine-L'Alleud 1420, Belgium
| | | | | | - Marie Ledecq
- UCB, Avenue de l'Industrie, Braine-L'Alleud 1420, Belgium
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11
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Kobashigawa Y, Namikawa M, Sekiguchi M, Inada Y, Yamauchi S, Kimoto Y, Okazaki K, Toyota Y, Sato T, Morioka H. Expression, Purification and Characterization of CAR/NCOA-1 Tethered Protein in E. coli Using Maltose-Binding Protein Fusion Tag and Gelatinized Corn Starch. Biol Pharm Bull 2021; 44:125-130. [PMID: 33390539 DOI: 10.1248/bpb.b20-00759] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The constitutive active/androstane receptor (CAR) is a nuclear receptor that functions as a xenobiotic sensor, which regulates the expression of enzymes involved in drug metabolism and of efflux transporters. Evaluation of the binding properties between CAR and a drug was assumed to facilitate the prediction of drug-drug interaction, thereby contributing to drug discovery. The purpose of this study is to construct a system for the rapid evaluation of interactions between CAR and drugs. We prepared recombinant CAR protein using the Escherichia coli expression system. Since isolated CAR protein is known to be unstable, we designed a fusion protein with the CAR binding sequence of the nuclear receptor coactivator 1 (NCOA1), which was expressed as a fusion protein with maltose binding protein (MBP), and purified it by several chromatography steps. The thus-obtained CAR/NCOA1 tethered protein (CAR-NCOA1) was used to evaluate the interactions of CAR with agonists and inverse agonists by a thermal denaturation experiment using differential scanning fluorometry (DSF) in the presence and absence of drugs. An increase in the melting temperature was observed with the addition of the drugs, confirming the direct interaction between them and CAR. DSF is easy to set up and compatible with multiwell plate devices (such as 96-well plates). The use of DSF and the CAR-NCOA1 fusion protein together allows for the rapid evaluation of the interaction between a drug and CAR, and is thereby considered to be useful in drug discovery.
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Affiliation(s)
- Yoshihiro Kobashigawa
- Department of Analytical and Biophysical Chemistry, Graduate School of Pharmaceutical Sciences, Kumamoto University
| | - Mana Namikawa
- Department of Analytical and Biophysical Chemistry, Graduate School of Pharmaceutical Sciences, Kumamoto University
| | - Mitsuhiro Sekiguchi
- Department of Food Science, Faculty of Bioresources and Environmental Science, Ishikawa Prefectural University
| | - Yuki Inada
- Department of Analytical and Biophysical Chemistry, Graduate School of Pharmaceutical Sciences, Kumamoto University
| | - Soichiro Yamauchi
- Department of Analytical and Biophysical Chemistry, Graduate School of Pharmaceutical Sciences, Kumamoto University
| | - Yuu Kimoto
- Department of Food Science, Faculty of Bioresources and Environmental Science, Ishikawa Prefectural University
| | - Kyo Okazaki
- Department of Analytical and Biophysical Chemistry, Graduate School of Pharmaceutical Sciences, Kumamoto University
| | - Yuya Toyota
- Department of Analytical and Biophysical Chemistry, Graduate School of Pharmaceutical Sciences, Kumamoto University
| | - Takashi Sato
- Department of Analytical and Biophysical Chemistry, Graduate School of Pharmaceutical Sciences, Kumamoto University
| | - Hiroshi Morioka
- Department of Analytical and Biophysical Chemistry, Graduate School of Pharmaceutical Sciences, Kumamoto University
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12
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Islam E. Development of chemokine CXCL12-dependent immunotoxin against small cell lung cancer using in silico approaches. INFORMATICS IN MEDICINE UNLOCKED 2021. [DOI: 10.1016/j.imu.2021.100676] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
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13
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Structure-based amelioration of PXR transactivation in a novel series of macrocyclic allosteric inhibitors of HIV-1 integrase. Bioorg Med Chem Lett 2020; 30:127531. [DOI: 10.1016/j.bmcl.2020.127531] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Revised: 08/27/2020] [Accepted: 08/28/2020] [Indexed: 02/06/2023]
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14
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Hillisch A, Gericke KM, Allerheiligen S, Roehrig S, Schaefer M, Tersteegen A, Schulz S, Lienau P, Gnoth M, Puetter V, Hillig RC, Heitmeier S. Design, Synthesis, and Pharmacological Characterization of a Neutral, Non-Prodrug Thrombin Inhibitor with Good Oral Pharmacokinetics. J Med Chem 2020; 63:12574-12594. [DOI: 10.1021/acs.jmedchem.0c01035] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Alexander Hillisch
- Research and Development, Bayer AG, Pharmaceuticals, 42103 Wuppertal, Germany
| | - Kersten M. Gericke
- Research and Development, Bayer AG, Pharmaceuticals, 42103 Wuppertal, Germany
| | - Swen Allerheiligen
- Research and Development, Bayer AG, Pharmaceuticals, 42103 Wuppertal, Germany
| | - Susanne Roehrig
- Research and Development, Bayer AG, Pharmaceuticals, 42103 Wuppertal, Germany
| | - Martina Schaefer
- Research and Development, Bayer AG, Pharmaceuticals, 13342 Berlin, Germany
| | - Adrian Tersteegen
- Research and Development, Bayer AG, Pharmaceuticals, 42103 Wuppertal, Germany
| | - Simone Schulz
- Research and Development, Bayer AG, Pharmaceuticals, 42103 Wuppertal, Germany
| | - Philip Lienau
- Research and Development, Bayer AG, Pharmaceuticals, 13342 Berlin, Germany
| | - Mark Gnoth
- Research and Development, Bayer AG, Pharmaceuticals, 42103 Wuppertal, Germany
| | - Vera Puetter
- Research and Development, Bayer AG, Pharmaceuticals, 13342 Berlin, Germany
| | - Roman C. Hillig
- Research and Development, Bayer AG, Pharmaceuticals, 13342 Berlin, Germany
| | - Stefan Heitmeier
- Research and Development, Bayer AG, Pharmaceuticals, 42103 Wuppertal, Germany
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15
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Bower MJ, Aronov AM, Cleveland T, Hariparsad N, McGaughey GB, McMasters DR, Zhang X, Goldman B. Smallest Maximum Intramolecular Distance: A Novel Method to Mitigate Pregnane Xenobiotic Receptor Activation. J Chem Inf Model 2020; 60:2091-2099. [DOI: 10.1021/acs.jcim.9b00692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Michael J. Bower
- Vertex Pharmaceuticals, 50 Northern Avenue, Boston, Massachusetts 02210, United States
| | - Alex M. Aronov
- Vertex Pharmaceuticals, 50 Northern Avenue, Boston, Massachusetts 02210, United States
| | - Thomas Cleveland
- Vertex Pharmaceuticals, 50 Northern Avenue, Boston, Massachusetts 02210, United States
| | - Niresh Hariparsad
- Vertex Pharmaceuticals, 50 Northern Avenue, Boston, Massachusetts 02210, United States
| | - Georgia B. McGaughey
- Vertex Pharmaceuticals, 50 Northern Avenue, Boston, Massachusetts 02210, United States
| | - Daniel R. McMasters
- Vertex Pharmaceuticals, 50 Northern Avenue, Boston, Massachusetts 02210, United States
| | - Xiaodan Zhang
- Vertex Pharmaceuticals, 50 Northern Avenue, Boston, Massachusetts 02210, United States
| | - Brian Goldman
- Vertex Pharmaceuticals, 50 Northern Avenue, Boston, Massachusetts 02210, United States
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16
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Bartolini D, De Franco F, Torquato P, Marinelli R, Cerra B, Ronchetti R, Schon A, Fallarino F, De Luca A, Bellezza G, Ferri I, Sidoni A, Walton WG, Pellock SJ, Redinbo MR, Mani S, Pellicciari R, Gioiello A, Galli F. Garcinoic Acid Is a Natural and Selective Agonist of Pregnane X Receptor. J Med Chem 2020; 63:3701-3712. [PMID: 32160459 PMCID: PMC7901650 DOI: 10.1021/acs.jmedchem.0c00012] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
![]()
Pregnane X receptor (PXR) is a master xenobiotic-sensing transcription factor and a
validated target for immune and inflammatory diseases. The identification of chemical
probes to investigate the therapeutic relevance of the receptor is still highly desired.
In fact, currently available PXR ligands are not highly selective and can exhibit
toxicity and/or potential off-target effects. In this study, we have identified
garcinoic acid as a selective and efficient PXR agonist. The properties of this natural
molecule as a specific PXR agonist were demonstrated by the screening on a panel of
nuclear receptors, the assessment of the physical and thermodynamic binding affinity,
and the determination of the PXR-garcinoic acid complex crystal structure. Cytotoxicity,
transcriptional, and functional properties were investigated in human liver cells, and
compound activity and target engagement were confirmed in vivo in mouse liver and gut
tissue. In conclusion, garcinoic acid is a selective natural agonist of PXR and a
promising lead compound toward the development of new PXR-regulating modulators.
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Affiliation(s)
- Desirée Bartolini
- Department of Pharmaceutical Sciences, University of Perugia, Perugia 06122, Italy
| | | | - Pierangelo Torquato
- Department of Pharmaceutical Sciences, University of Perugia, Perugia 06122, Italy
| | - Rita Marinelli
- Department of Pharmaceutical Sciences, University of Perugia, Perugia 06122, Italy
| | - Bruno Cerra
- Department of Pharmaceutical Sciences, University of Perugia, Perugia 06122, Italy
| | - Riccardo Ronchetti
- Department of Pharmaceutical Sciences, University of Perugia, Perugia 06122, Italy
| | - Arne Schon
- The Department of Biology, Johns Hopkins University, Baltimore, Maryland 21218, United States
| | - Francesca Fallarino
- Department of Experimental Medicine, University of Perugia, Perugia 06129, Italy
| | - Antonella De Luca
- Section of Anatomic Pathology and Histology, Department of Experimental Medicine, University of Perugia, Perugia 06129, Italy
| | - Guido Bellezza
- Section of Anatomic Pathology and Histology, Department of Experimental Medicine, University of Perugia, Perugia 06129, Italy
| | - Ivana Ferri
- Section of Anatomic Pathology and Histology, Department of Experimental Medicine, University of Perugia, Perugia 06129, Italy
| | - Angelo Sidoni
- Section of Anatomic Pathology and Histology, Department of Experimental Medicine, University of Perugia, Perugia 06129, Italy
| | - William G Walton
- Department of Chemistry, University of North Carolina, Chapel Hill, North Carolina 27599, United States
| | - Samuel J Pellock
- Department of Chemistry, University of North Carolina, Chapel Hill, North Carolina 27599, United States
| | - Matthew R Redinbo
- Department of Chemistry, University of North Carolina, Chapel Hill, North Carolina 27599, United States
| | - Sridhar Mani
- The Departments of Biochemistry, Medicine, Genetics, and Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, New York 10461, United States
| | | | - Antimo Gioiello
- Department of Pharmaceutical Sciences, University of Perugia, Perugia 06122, Italy
| | - Francesco Galli
- Department of Pharmaceutical Sciences, University of Perugia, Perugia 06122, Italy
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17
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Chen J, Lin Q, Ni T, Zhao J, Lin F, Lu X, Lv Y, Ren S, Liu Z, Zhang T, He S, Shen D, Mao W. NLK interacts with 14‑3‑3ζ to restore the expression of E‑cadherin. Oncol Rep 2020; 43:1845-1852. [PMID: 32236580 PMCID: PMC7160556 DOI: 10.3892/or.2020.7557] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2019] [Accepted: 02/28/2020] [Indexed: 01/06/2023] Open
Abstract
The Nemo‑like kinase (NLK), a conserved serine/threonine kinase, plays a critical role in the regulation of a variety of transcription factors, with important roles in determining cell fate. Although recent studies have demonstrated decreased expression patterns of NLK in various types of human cancer, the functional mechanism of NLK in cancer development has not been elucidated. Here, in the present study overexpression of NLK was found to inhibit the growth and migration of the non‑small cell lung cancer A549 cell line. NLK was subsequently found to interact with 14‑3‑3ζ (also known as YWHAZ), which is responsible for E‑cadherin silencing during epithelial‑mesenchymal transition (EMT). Furthermore, NLK overexpression was able to restore the expression of E‑cadherin inhibited by 14‑3‑3ζ. Notably, NLK interacts with 14‑3‑3ζ and prevents its dimerization, which is essential for 14‑3‑3ζ stability and function. By fusing two copies of the 14‑3‑3ζ gene, via a Gly‑rich linker, a non‑dissociable dimer of 14‑3‑3ζ was formed. It was found that NLK was unable to restore the expression of E‑cadherin inhibited by the overexpression of the fused dimer of 14‑3‑3ζ. In addition, the increased ability of migration induced by the overexpression of fused 14‑3‑3ζ dimer could not be altered by NLK overexpression. The results from the present study indicate that NLK is a negative regulator of 14‑3‑3ζ and plays a tumor suppressive role in the inhibition of cancer cell migration.
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Affiliation(s)
- Jie Chen
- Department of Oncology, The Jiangyin Clinical College of Xuzhou Medical University, Wuxi, Jiangsu 214400, P.R. China
| | - Qingfeng Lin
- Department of Oncology, The Jiangyin Clinical College of Xuzhou Medical University, Wuxi, Jiangsu 214400, P.R. China
| | - Tingting Ni
- Department of Oncology, Nantong Tumor Hospital, Nantong, Jiangsu 226001, P.R. China
| | - Jiyi Zhao
- Department of Gastroenterology, The Jiangyin Clinical College of XuZhou Medical University, Wuxi, Jiangsu 214400, P.R. China
| | - Feng Lin
- Department of Oncology, The Jiangyin Clinical College of Xuzhou Medical University, Wuxi, Jiangsu 214400, P.R. China
| | - Xiangdong Lu
- Department of Oncology, The Jiangyin Clinical College of Xuzhou Medical University, Wuxi, Jiangsu 214400, P.R. China
| | - Ye Lv
- Department of Oncology, The Jiangyin Clinical College of Xuzhou Medical University, Wuxi, Jiangsu 214400, P.R. China
| | - Shujuan Ren
- Department of Oncology, The Jiangyin Clinical College of Xuzhou Medical University, Wuxi, Jiangsu 214400, P.R. China
| | - Zhili Liu
- Department of Oncology, The Jiangyin Clinical College of Xuzhou Medical University, Wuxi, Jiangsu 214400, P.R. China
| | - Ting Zhang
- Department of Central Laboratory, The Jiangyin Clinical College of XuZhou Medical University, Wuxi, Jiangsu 214400, P.R. China
| | - Shuyan He
- Department of Oncology, The Jiangyin Clinical College of Xuzhou Medical University, Wuxi, Jiangsu 214400, P.R. China
| | - Dong Shen
- Department of Oncology, The Jiangyin Clinical College of Xuzhou Medical University, Wuxi, Jiangsu 214400, P.R. China
| | - Weidong Mao
- Department of Oncology, The Jiangyin Clinical College of Xuzhou Medical University, Wuxi, Jiangsu 214400, P.R. China
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18
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Werner S, Mesch S, Hillig RC, Ter Laak A, Klint J, Neagoe I, Laux-Biehlmann A, Dahllöf H, Bräuer N, Puetter V, Nubbemeyer R, Schulz S, Bairlein M, Zollner TM, Steinmeyer A. Discovery and Characterization of the Potent and Selective P2X4 Inhibitor N-[4-(3-Chlorophenoxy)-3-sulfamoylphenyl]-2-phenylacetamide (BAY-1797) and Structure-Guided Amelioration of Its CYP3A4 Induction Profile. J Med Chem 2019; 62:11194-11217. [PMID: 31746599 DOI: 10.1021/acs.jmedchem.9b01304] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
The P2X4 receptor is a ligand-gated ion channel that is expressed on a variety of cell types, especially those involved in inflammatory and immune processes. High-throughput screening led to a new class of P2X4 inhibitors with substantial CYP 3A4 induction in human hepatocytes. A structure-guided optimization with respect to decreased pregnane X receptor (PXR) binding was started. It was found that the introduction of larger and more polar substituents on the ether linker led to less PXR binding while maintaining the P2X4 inhibitory potency. This translated into significantly reduced CYP 3A4 induction for compounds 71 and 73. Unfortunately, the in vivo pharmacokinetic (PK) profiles of these compounds were insufficient for the desired profile in humans. However, BAY-1797 (10) was identified and characterized as a potent and selective P2X4 antagonist. This compound is suitable for in vivo studies in rodents, and the anti-inflammatory and anti-nociceptive effects of BAY-1797 were demonstrated in a mouse complete Freund's adjuvant (CFA) inflammatory pain model.
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Affiliation(s)
- Stefan Werner
- Bayer AG, Research & Development, Pharmaceuticals , 13353 Berlin , Germany
| | - Stefanie Mesch
- Bayer AG, Research & Development, Pharmaceuticals , 13353 Berlin , Germany
| | - Roman C Hillig
- Bayer AG, Research & Development, Pharmaceuticals , 13353 Berlin , Germany
| | - Antonius Ter Laak
- Bayer AG, Research & Development, Pharmaceuticals , 13353 Berlin , Germany
| | | | | | | | - Henrik Dahllöf
- Bayer AG, Research & Development, Pharmaceuticals , 13353 Berlin , Germany
| | - Nico Bräuer
- Bayer AG, Research & Development, Pharmaceuticals , 13353 Berlin , Germany
| | - Vera Puetter
- Bayer AG, Research & Development, Pharmaceuticals , 13353 Berlin , Germany
| | | | - Simone Schulz
- Bayer AG, Research & Development, Pharmaceuticals , 13353 Berlin , Germany
| | - Michaela Bairlein
- Bayer AG, Research & Development, Pharmaceuticals , 13353 Berlin , Germany
| | - Thomas M Zollner
- Bayer AG, Research & Development, Pharmaceuticals , 13353 Berlin , Germany
| | - Andreas Steinmeyer
- Bayer AG, Research & Development, Pharmaceuticals , 13353 Berlin , Germany
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19
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Lille-Langøy R, Karlsen OA, Myklebust LM, Goldstone JV, Mork-Jansson A, Male R, Blumberg B, Stegeman JJ, Goksøyr A. Sequence Variations in pxr (nr1i2) From Zebrafish (Danio rerio) Strains Affect Nuclear Receptor Function. Toxicol Sci 2019; 168:28-39. [PMID: 30371853 PMCID: PMC6390661 DOI: 10.1093/toxsci/kfy269] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Regulators of biotransformation are of particular interest in pharmacology and toxicology, determining in part the metabolism, disposition, and toxicity of chemicals. The nuclear receptor NR1I2 (pregnane X receptor, PXR) is a prominent xenosensor that regulates the expression of biotransformation enzymes governing elimination of many exogenous as well as endogenous compounds. Zebrafish (Danio rerio) has only one gene locus for pxr, but different genetic variants have been identified in zebrafish. However, the prevalence and significance of these variants are unknown. We hypothesize that sequence variation occurring in the Pxr gene of zebrafish may affect the action and fate of many chemicals in this species, a key model organism in various fields of research, including environmental toxicology. Here, we examine variation in Pxr sequences from four different strains of zebrafish and assess the responses of each Pxr to clotrimazole and butyl-4-aminobenzoate. The Pxr variants differed in both their ability to bind these structurally different ligands and to regulate reporter gene expression in vitro. We infer that the observed sequence variations in zebrafish Pxrs likely affect the response to putative Pxr agonists in vivo and potentially cause strain-specific biotransformation of xenobiotics in zebrafish. Thus, the choice of zebrafish strain could affect the outcome of downstream toxicological studies.
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Affiliation(s)
- Roger Lille-Langøy
- Department of Biological Sciences, University of Bergen, N-5006 Bergen, Norway
| | - Odd André Karlsen
- Department of Biological Sciences, University of Bergen, N-5006 Bergen, Norway
| | | | - Jared V Goldstone
- Biology Department, Woods Hole Oceanographic Institution, Woods Hole, MA 02543, U. S. A
| | - Astrid Mork-Jansson
- Department of Biological Sciences, University of Bergen, N-5006 Bergen, Norway
- Centre for Organelle Research, University of Stavanger, N-4036 Stavanger, Norway
| | - Rune Male
- Department of Biological Sciences, University of Bergen, N-5006 Bergen, Norway
| | - Bruce Blumberg
- Department of Developmental and Cell Biology, University of California, Irvine, CA 92697, U. S. A
| | - John J Stegeman
- Biology Department, Woods Hole Oceanographic Institution, Woods Hole, MA 02543, U. S. A
| | - Anders Goksøyr
- Department of Biological Sciences, University of Bergen, N-5006 Bergen, Norway
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20
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Exploring the PXR ligand binding mechanism with advanced Molecular Dynamics methods. Sci Rep 2018; 8:16207. [PMID: 30385820 PMCID: PMC6212460 DOI: 10.1038/s41598-018-34373-z] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2018] [Accepted: 10/10/2018] [Indexed: 01/15/2023] Open
Abstract
The Pregnane X Receptor (PXR) is a ligand-activated transcription factor belonging to the nuclear receptor family. PXR can bind diverse drugs and environmental toxicants with different binding modes, making it an intriguing target for drug discovery. Here we investigated the binding mechanism of the SR12813 ligand to elucidate the significant steps, from the ligand entrance pathway into the binding cavity, to the ligand-induced conformational changes, and to the exploration of its alternative binding geometries. We used the advanced Molecular Dynamics-based methods implemented in the BiKi suite and developed specific methodological approaches to overcome the complexity induced by the buried and flexible binding cavity. The adopted methods provided a full dynamic description of the binding event and allowed rationalization of the observed multiple binding modes. These results suggest that the same approach could be exploited for the study of other binding processes with similar characteristics.
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21
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Amelioration of PXR-mediated CYP3A4 induction by mGluR2 modulators. Bioorg Med Chem Lett 2018; 28:3194-3196. [DOI: 10.1016/j.bmcl.2018.08.022] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Revised: 07/31/2018] [Accepted: 08/20/2018] [Indexed: 01/21/2023]
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22
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Buchman CD, Chai SC, Chen T. A current structural perspective on PXR and CAR in drug metabolism. Expert Opin Drug Metab Toxicol 2018; 14:635-647. [PMID: 29757018 DOI: 10.1080/17425255.2018.1476488] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
INTRODUCTION Pregnane X receptor (PXR) and the constitutive androstane receptor (CAR) are two members of the nuclear receptor superfamily that play major roles in the expression of various drug metabolism enzymes and are known for their ligand promiscuity. As with other nuclear receptors, PXR and CAR are each composed of a ligand-binding domain (LBD) and a DNA-binding domain (DBD) connected by a hinge region. Areas covered: This review focuses on the information obtained over the last 15+ years from X-ray crystallography studies of the structure of PXR and CAR. Areas of focus include the mobility of each structure, based on temperature factors (B factors); multimeric interactions; the binding of coregulators and ligands; and how the crystal structures were obtained. The first use of hydrogen-deuterium exchange coupled with mass spectroscopy (HDX-MS) to study compound-protein interactions in the PXR-LBD is also addressed. Expert opinion: X-ray crystallography studies have provided us with an excellent understanding of how the LBDs of each receptor function; however, many questions remain concerning the structure of these receptors. Future research should focus on determining the co-crystal structure of an antagonist bound to PXR and on studying the structural aspects of the full-length CAR and PXR proteins.
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Affiliation(s)
- Cameron D Buchman
- a Department of Chemical Biology and Therapeutics , St. Jude Children's Research Hospital , Memphis , TN , USA
| | - Sergio C Chai
- a Department of Chemical Biology and Therapeutics , St. Jude Children's Research Hospital , Memphis , TN , USA
| | - Taosheng Chen
- a Department of Chemical Biology and Therapeutics , St. Jude Children's Research Hospital , Memphis , TN , USA
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23
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Lin W, Wang YM, Chai SC, Lv L, Zheng J, Wu J, Zhang Q, Wang YD, Griffin PR, Chen T. SPA70 is a potent antagonist of human pregnane X receptor. Nat Commun 2017; 8:741. [PMID: 28963450 PMCID: PMC5622171 DOI: 10.1038/s41467-017-00780-5] [Citation(s) in RCA: 76] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2017] [Accepted: 07/27/2017] [Indexed: 02/06/2023] Open
Abstract
Many drugs bind to and activate human pregnane X receptor (hPXR) to upregulate drug-metabolizing enzymes, resulting in decreased drug efficacy and increased resistance. This suggests that hPXR antagonists have therapeutic value. Here we report that SPA70 is a potent and selective hPXR antagonist. SPA70 inhibits hPXR in human hepatocytes and humanized mouse models and enhances the chemosensitivity of cancer cells, consistent with the role of hPXR in drug resistance. Unexpectedly, SJB7, a close analog of SPA70, is an hPXR agonist. X-ray crystallography reveals that SJB7 resides in the ligand-binding domain (LBD) of hPXR, interacting with the AF-2 helix to stabilize the LBD for coactivator binding. Differential hydrogen/deuterium exchange analysis demonstrates that SPA70 and SJB7 interact with the hPXR LBD. Docking studies suggest that the lack of the para-methoxy group in SPA70 compromises its interaction with the AF-2, thus explaining its antagonism. SPA70 is an hPXR antagonist and promising therapeutic tool.The xenobiotic-activated human pregnane X receptor (hPXR) regulates drug metabolism. Here the authors develop hPXR modulators, which are of potential therapeutic interest and functionally and structurally characterize the antagonist SPA70 and the structurally related agonist SJB7.
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Affiliation(s)
- Wenwei Lin
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN, 38105-3678, USA
| | - Yue-Ming Wang
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN, 38105-3678, USA
| | - Sergio C Chai
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN, 38105-3678, USA
| | - Lili Lv
- Structure Biology, Shanghai Medicilon Inc., Shanghai, 201299, China
| | - Jie Zheng
- Department of Molecular Medicine, The Scripps Research Institute, Scripps Florida, Jupiter, FL, 33458, USA
| | - Jing Wu
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN, 38105-3678, USA
| | - Qijun Zhang
- Structure Biology, Shanghai Medicilon Inc., Shanghai, 201299, China
| | - Yong-Dong Wang
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, 38105-3678, USA
| | - Patrick R Griffin
- Department of Molecular Medicine, The Scripps Research Institute, Scripps Florida, Jupiter, FL, 33458, USA
| | - Taosheng Chen
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN, 38105-3678, USA.
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Moscovitz JE, Lin Z, Johnson N, Tu M, Goosen TC, Weng Y, Kalgutkar AS. Induction of human cytochrome P450 3A4 by the irreversible myeloperoxidase inactivator PF-06282999 is mediated by the pregnane X receptor. Xenobiotica 2017; 48:647-655. [PMID: 28685622 DOI: 10.1080/00498254.2017.1353163] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
1. 2-(6-(5-Chloro-2-methoxyphenyl)-4-oxo-2-thioxo-3,4-dihydropyrimidin-1(2H)-yl) acetamide (PF-06282999) is a member of the thiouracil class of irreversible inactivators of human myeloperoxidase enzyme and a candidate for the treatment of cardiovascular disease. PF-06282999 is an inducer of CYP3A4 mRNA and midazolam-1'-hydroxylase activity in human hepatocytes, which is consistent with PF-06282999-dose dependent decreases in mean maximal plasma concentrations (Cmax) and area under the plasma concentration time curve (AUC) of midazolam in humans following 14-day treatment with PF-06282999. 2. In the present study, the biochemical mechanism(s) of CYP3A4 induction by PF-06282999 was studied. Incubations in reporter cells indicated that PF-06282999 selectively activated human pregnane X receptor (PXR). Treatment of human HepaRG cells with PF-06282999 led to ∼14-fold induction in CYP3A4 mRNA and 5-fold increase in midazolam-1'-hydroxylase activity, which was nullified in PXR-knock out HepaRG cells. TaqMan® gene expression analysis of human hepatocytes treated with PF-06282999 and the prototypical PXR agonist rifampin demonstrated increases in mRNA for CYP3A4 and related CYPs that are regulated by PXR. 3. Docking studies using a published human PXR crystal structure provided insights into the molecular basis for PXR activation by PF-06282999. Implementation of PXR transactivation assays in a follow-on discovery campaign should aid in the identification of back-up compounds devoid of PXR activation and CYP3A4 induction liability.
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Affiliation(s)
| | - Zhiwu Lin
- b Medicine Design, Pfizer Inc , Groton , CT , USA
| | | | - Meihua Tu
- a Medicine Design, Pfizer Inc , Cambridge , MA , USA and
| | | | - Yan Weng
- a Medicine Design, Pfizer Inc , Cambridge , MA , USA and
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25
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Li X, Anderson M, Collin D, Muegge I, Wan J, Brennan D, Kugler S, Terenzio D, Kennedy C, Lin S, Labadia ME, Cook B, Hughes R, Farrow NA. Structural studies unravel the active conformation of apo RORγt nuclear receptor and a common inverse agonism of two diverse classes of RORγt inhibitors. J Biol Chem 2017; 292:11618-11630. [PMID: 28546429 DOI: 10.1074/jbc.m117.789024] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2017] [Revised: 05/23/2017] [Indexed: 12/31/2022] Open
Abstract
The nuclear receptor retinoid acid receptor-related orphan receptor γt (RORγt) is a master regulator of the Th17/IL-17 pathway that plays crucial roles in the pathogenesis of autoimmunity. RORγt has recently emerged as a highly promising target for treatment of a number of autoimmune diseases. Through high-throughput screening, we previously identified several classes of inverse agonists for RORγt. Here, we report the crystal structures for the ligand-binding domain of RORγt in both apo and ligand-bound states. We show that apo RORγt adopts an active conformation capable of recruiting coactivator peptides and present a detailed analysis of the structural determinants that stabilize helix 12 (H12) of RORγt in the active state in the absence of a ligand. The structures of ligand-bound RORγt reveal that binding of the inverse agonists disrupts critical interactions that stabilize H12. This destabilizing effect is supported by ab initio calculations and experimentally by a normalized crystallographic B-factor analysis. Of note, the H12 destabilization in the active state shifts the conformational equilibrium of RORγt toward an inactive state, which underlies the molecular mechanism of action for the inverse agonists reported here. Our findings highlight that nuclear receptor structure and function are dictated by a dynamic conformational equilibrium and that subtle changes in ligand structures can shift this equilibrium in opposite directions, leading to a functional switch from agonists to inverse agonists.
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Affiliation(s)
- Xiang Li
- Departments of Small Molecule Discovery Research, Ridgefield, Connecticut 06877-0368.
| | - Marie Anderson
- Departments of Small Molecule Discovery Research, Ridgefield, Connecticut 06877-0368
| | - Delphine Collin
- Departments of Small Molecule Discovery Research, Ridgefield, Connecticut 06877-0368
| | - Ingo Muegge
- Departments of Small Molecule Discovery Research, Ridgefield, Connecticut 06877-0368
| | - John Wan
- Departments of Small Molecule Discovery Research, Ridgefield, Connecticut 06877-0368
| | - Debra Brennan
- Departments of Small Molecule Discovery Research, Ridgefield, Connecticut 06877-0368
| | - Stanley Kugler
- Departments of Small Molecule Discovery Research, Ridgefield, Connecticut 06877-0368
| | - Donna Terenzio
- Departments of Small Molecule Discovery Research, Ridgefield, Connecticut 06877-0368
| | - Charles Kennedy
- Departments of Small Molecule Discovery Research, Ridgefield, Connecticut 06877-0368
| | - Siqi Lin
- Departments of Small Molecule Discovery Research, Ridgefield, Connecticut 06877-0368
| | - Mark E Labadia
- Immunology and Respiratory Diseases, Boehringer Ingelheim Pharmaceuticals, Inc., Ridgefield, Connecticut 06877-0368
| | - Brian Cook
- Departments of Small Molecule Discovery Research, Ridgefield, Connecticut 06877-0368
| | - Robert Hughes
- Departments of Small Molecule Discovery Research, Ridgefield, Connecticut 06877-0368
| | - Neil A Farrow
- Departments of Small Molecule Discovery Research, Ridgefield, Connecticut 06877-0368
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26
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Almawi AW, Matthews LA, Larasati, Myrox P, Boulton S, Lai C, Moraes T, Melacini G, Ghirlando R, Duncker BP, Guarné A. 'AND' logic gates at work: Crystal structure of Rad53 bound to Dbf4 and Cdc7. Sci Rep 2016; 6:34237. [PMID: 27681475 PMCID: PMC5041073 DOI: 10.1038/srep34237] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2016] [Accepted: 09/07/2016] [Indexed: 01/07/2023] Open
Abstract
Forkhead-associated (FHA) domains are phosphopeptide recognition modules found in many signaling proteins. The Saccharomyces cerevisiae protein kinase Rad53 is a key regulator of the DNA damage checkpoint and uses its two FHA domains to interact with multiple binding partners during the checkpoint response. One of these binding partners is the Dbf4-dependent kinase (DDK), a heterodimer composed of the Cdc7 kinase and its regulatory subunit Dbf4. Binding of Rad53 to DDK, through its N-terminal FHA (FHA1) domain, ultimately inhibits DDK kinase activity, thereby preventing firing of late origins. We have previously found that the FHA1 domain of Rad53 binds simultaneously to Dbf4 and a phosphoepitope, suggesting that this domain functions as an 'AND' logic gate. Here, we present the crystal structures of the FHA1 domain of Rad53 bound to Dbf4, in the presence and absence of a Cdc7 phosphorylated peptide. Our results reveal how the FHA1 uses a canonical binding interface to recognize the Cdc7 phosphopeptide and a non-canonical interface to bind Dbf4. Based on these data we propose a mechanism to explain how Rad53 enhances the specificity of FHA1-mediated transient interactions.
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Affiliation(s)
- Ahmad W. Almawi
- Department of Biochemistry and Biomedical Sciences, ON, Canada
| | | | - Larasati
- Department of Biology, University of Waterloo, Waterloo, ON, Canada
| | - Polina Myrox
- Department of Biology, University of Waterloo, Waterloo, ON, Canada
| | - Stephen Boulton
- Department of Chemistry and Chemical Biology, McMaster University, ON, Canada
| | - Christine Lai
- Department of Biochemistry, University of Toronto, Toronto, Canada
| | - Trevor Moraes
- Department of Biochemistry, University of Toronto, Toronto, Canada
| | - Giuseppe Melacini
- Department of Chemistry and Chemical Biology, McMaster University, ON, Canada
| | - Rodolfo Ghirlando
- Laboratory of Molecular Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, USA
| | | | - Alba Guarné
- Department of Biochemistry and Biomedical Sciences, ON, Canada,
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Screening Ingredients from Herbs against Pregnane X Receptor in the Study of Inductive Herb-Drug Interactions: Combining Pharmacophore and Docking-Based Rank Aggregation. BIOMED RESEARCH INTERNATIONAL 2015; 2015:657159. [PMID: 26339628 PMCID: PMC4538340 DOI: 10.1155/2015/657159] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/04/2014] [Revised: 12/22/2014] [Accepted: 12/27/2014] [Indexed: 01/30/2023]
Abstract
The issue of herb-drug interactions has been widely reported. Herbal ingredients can activate nuclear receptors and further induce the gene expression alteration of drug-metabolizing enzyme and/or transporter. Therefore, the herb-drug interaction will happen when the herbs and drugs are coadministered. This kind of interaction is called inductive herb-drug interactions. Pregnane X Receptor (PXR) and drug-metabolizing target genes are involved in most of inductive herb-drug interactions. To predict this kind of herb-drug interaction, the protocol could be simplified to only screen agonists of PXR from herbs because the relations of drugs with their metabolizing enzymes are well studied. Here, a combinational in silico strategy of pharmacophore modelling and docking-based rank aggregation (DRA) was employed to identify PXR's agonists. Firstly, 305 ingredients were screened out from 820 ingredients as candidate agonists of PXR with our pharmacophore model. Secondly, DRA was used to rerank the result of pharmacophore filtering. To validate our prediction, a curated herb-drug interaction database was built, which recorded 380 herb-drug interactions. Finally, among the top 10 herb ingredients from the ranking list, 6 ingredients were reported to involve in herb-drug interactions. The accuracy of our method is higher than other traditional methods. The strategy could be extended to studies on other inductive herb-drug interactions.
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28
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Kobe B, Ve T, Williams SJ. Fusion-protein-assisted protein crystallization. Acta Crystallogr F Struct Biol Commun 2015; 71:861-9. [PMID: 26144231 PMCID: PMC4498707 DOI: 10.1107/s2053230x15011061] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2015] [Accepted: 06/07/2015] [Indexed: 01/29/2023] Open
Abstract
Fusion proteins can be used directly in protein crystallization to assist crystallization in at least two different ways. In one approach, the `heterologous fusion-protein approach', the fusion partner can provide additional surface area to promote crystal contact formation. In another approach, the `fusion of interacting proteins approach', protein assemblies can be stabilized by covalently linking the interacting partners. The linker connecting the proteins plays different roles in the two applications: in the first approach a rigid linker is required to reduce conformational heterogeneity; in the second, conversely, a flexible linker is required that allows the native interaction between the fused proteins. The two approaches can also be combined. The recent applications of fusion-protein technology in protein crystallization from the work of our own and other laboratories are briefly reviewed.
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Affiliation(s)
- Bostjan Kobe
- School of Chemistry and Molecular Biosciences, Institute for Molecular Bioscience and Australian Infectious Diseases Research Centre, University of Queensland, Brisbane, Queensland 4072, Australia
| | - Thomas Ve
- School of Chemistry and Molecular Biosciences, Institute for Molecular Bioscience and Australian Infectious Diseases Research Centre, University of Queensland, Brisbane, Queensland 4072, Australia
| | - Simon J. Williams
- School of Chemistry and Molecular Biosciences, Institute for Molecular Bioscience and Australian Infectious Diseases Research Centre, University of Queensland, Brisbane, Queensland 4072, Australia
- School of Biological Sciences, Flinders University, Adelaide, South Australia 5001, Australia
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29
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Khan JA, Camac DM, Low S, Tebben AJ, Wensel DL, Wright MC, Su J, Jenny V, Gupta RD, Ruzanov M, Russo KA, Bell A, An Y, Bryson JW, Gao M, Gambhire P, Baldwin ET, Gardner D, Cavallaro CL, Duncia JV, Hynes J. Developing Adnectins that target SRC co-activator binding to PXR: a structural approach toward understanding promiscuity of PXR. J Mol Biol 2015; 427:924-942. [PMID: 25579995 DOI: 10.1016/j.jmb.2014.12.022] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2014] [Revised: 12/19/2014] [Accepted: 12/29/2014] [Indexed: 02/08/2023]
Abstract
The human pregnane X receptor (PXR) is a promiscuous nuclear receptor that functions as a sensor to a wide variety of xenobiotics and regulates expression of several drug metabolizing enzymes and transporters. We have generated "Adnectins", derived from 10th fibronectin type III domain ((10)Fn3), that target the PXR ligand binding domain (LBD) interactions with the steroid receptor co-activator-1 (SRC-1) peptide, displacing SRC-1 binding. Adnectins are structurally homologous to the immunoglobulin superfamily. Three different co-crystal structures of PXR LBD with Adnectin-1 and CCR1 (CC chemokine receptor-1) antagonist Compound-1 were determined. This structural information was used to modulate PXR affinity for a related CCR1 antagonist compound that entered into clinical trials for rheumatoid arthritis. The structures of PXR with Adnectin-1 reveal specificity of Adnectin-1 in not only targeting the interface of the SRC-1 interactions but also engaging the same set of residues that are involved in binding of SRC-1 to PXR. Substituting SRC-1 with Adnectin-1 does not alter the binding conformation of Compound-1 in the ligand binding pocket. The structure also reveals the possibility of using Adnectins as crystallization chaperones to generate structures of PXR with compounds of interest.
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Affiliation(s)
- Javed A Khan
- Bristol-Myers Squibb Research and Development, PO Box 4000, Princeton, NJ 08543-4000, USA.
| | - Daniel M Camac
- Bristol-Myers Squibb Research and Development, PO Box 4000, Princeton, NJ 08543-4000, USA
| | - Simon Low
- Adnexus, 100 Beaver Street, Waltham, MA 02453, USA
| | - Andrew J Tebben
- Bristol-Myers Squibb Research and Development, PO Box 4000, Princeton, NJ 08543-4000, USA
| | | | | | - Julie Su
- Adnexus, 100 Beaver Street, Waltham, MA 02453, USA
| | | | | | - Max Ruzanov
- Bristol-Myers Squibb Research and Development, PO Box 4000, Princeton, NJ 08543-4000, USA
| | | | - Aneka Bell
- Bristol-Myers Squibb Research and Development, PO Box 4000, Princeton, NJ 08543-4000, USA
| | - Yongmi An
- Bristol-Myers Squibb Research and Development, PO Box 4000, Princeton, NJ 08543-4000, USA
| | - James W Bryson
- Bristol-Myers Squibb Research and Development, PO Box 4000, Princeton, NJ 08543-4000, USA
| | - Mian Gao
- Bristol-Myers Squibb Research and Development, PO Box 4000, Princeton, NJ 08543-4000, USA
| | | | - Eric T Baldwin
- Bristol-Myers Squibb Research and Development, PO Box 4000, Princeton, NJ 08543-4000, USA
| | - Daniel Gardner
- Bristol-Myers Squibb Research and Development, PO Box 4000, Princeton, NJ 08543-4000, USA
| | - Cullen L Cavallaro
- Bristol-Myers Squibb Research and Development, PO Box 4000, Princeton, NJ 08543-4000, USA
| | - John V Duncia
- Bristol-Myers Squibb Research and Development, PO Box 4000, Princeton, NJ 08543-4000, USA
| | - John Hynes
- Bristol-Myers Squibb Research and Development, PO Box 4000, Princeton, NJ 08543-4000, USA
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30
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Chianese G, Sepe V, Limongelli V, Renga B, D'Amore C, Zampella A, Taglialatela-Scafati O, Fiorucci S. Incisterols, highly degraded marine sterols, are a new chemotype of PXR agonists. Steroids 2014; 83:80-5. [PMID: 24582706 DOI: 10.1016/j.steroids.2014.02.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2013] [Revised: 02/17/2014] [Accepted: 02/20/2014] [Indexed: 12/15/2022]
Abstract
During the chromatographic purification of organic extracts obtained from Plakortis cfr. lita we obtained three highly degraded steroid derivatives, the known incisterol A2 (1) and the new incisterols A5 (2) and A6 (3). The new compounds were characterized basing on NMR and MS evidences along with comparison with model compounds. Incisterol A5 proved to bear a 17S-ethyl-15E,18-diene (incisterol numbering system) side chain, found for the first time in a marine organism. The new incisterols A5 and A6 proved to be potent inducers of transactivation of the pregnane X receptor (PXR) and they also stimulate the expression of CYP7A4 and MDR1 with a potency comparable to that of Rifaximin. These observations prompt to consider incisterols A5 and A6 as new potent agonists of PXR. On the other hand, the 17R-methyl analogue incisterol A2 shows only a poor PXR agonist activity. Molecular docking simulations elucidated the binding mechanism of the active incisterols in the ligand binding domain of PXR.
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Affiliation(s)
- Giuseppina Chianese
- Dipartimento di Farmacia, Università di Napoli "Federico II", Via D. Montesano, 49, I-80131 Napoli, Italy
| | - Valentina Sepe
- Dipartimento di Farmacia, Università di Napoli "Federico II", Via D. Montesano, 49, I-80131 Napoli, Italy
| | - Vittorio Limongelli
- Dipartimento di Farmacia, Università di Napoli "Federico II", Via D. Montesano, 49, I-80131 Napoli, Italy
| | - Barbara Renga
- Dipartimento di Medicina Clinica e Sperimentale, Nuova Facoltà di Medicina, Via Gambuli 1, 06132 Perugia, Italy
| | - Claudio D'Amore
- Dipartimento di Medicina Clinica e Sperimentale, Nuova Facoltà di Medicina, Via Gambuli 1, 06132 Perugia, Italy
| | - Angela Zampella
- Dipartimento di Farmacia, Università di Napoli "Federico II", Via D. Montesano, 49, I-80131 Napoli, Italy
| | | | - Stefano Fiorucci
- Dipartimento di Medicina Clinica e Sperimentale, Nuova Facoltà di Medicina, Via Gambuli 1, 06132 Perugia, Italy
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31
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Sepe V, D'Amore C, Ummarino R, Renga B, D'Auria MV, Novellino E, Sinisi A, Taglialatela-Scafati O, Nakao Y, Limongelli V, Zampella A, Fiorucci S. Insights on pregnane-X-receptor modulation. Natural and semisynthetic steroids from Theonella marine sponges. Eur J Med Chem 2013; 73:126-34. [PMID: 24388834 DOI: 10.1016/j.ejmech.2013.12.005] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2013] [Revised: 11/28/2013] [Accepted: 12/02/2013] [Indexed: 12/31/2022]
Abstract
Pregnane-X-receptor (PXR) is a member of nuclear receptors superfamily that activates gene transcription by binding to responsive elements in the promoter of target genes. PXR is a master gene orchestrating the expression/activity of genes involved in the metabolism of endobiotics including bilirubin, bile acids, glucose and lipid. In addition PXR oversights the metabolism of the large majority of xenobiotics including a large amount of prescribing drugs. Thus, developing PXR ligands represents a great opportunity for a therapeutic intervention on human diseases including diabetes, obesity, dyslipidemias and liver disorders. To this end, natural compounds represent an arsenal of new chemical scaffolds useful for the identification of novel PXR ligands. Here, we report a series of 4-methylenesteroid derivatives isolated from Theonella marine sponges as novel PXR modulators. In addition, combining medicinal chemistry, pharmacological experiments and computational studies, we have investigated the effects of different modifications on ring A and on the side chain of 4-methylenesteroid derivatives toward PXR modulation. This study provides the molecular bases of ligand/PXR interaction useful for designing novel PXR modulators.
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Affiliation(s)
- Valentina Sepe
- Dipartimento di Farmacia, Università di Napoli "Federico II", 80131 Napoli, Italy.
| | - Claudio D'Amore
- Dipartimento di Medicina Clinica e Sperimentale, Università degli Studi di Perugia, 06132 Perugia, Italy
| | - Raffella Ummarino
- Dipartimento di Farmacia, Università di Napoli "Federico II", 80131 Napoli, Italy
| | - Barbara Renga
- Dipartimento di Medicina Clinica e Sperimentale, Università degli Studi di Perugia, 06132 Perugia, Italy
| | | | - Ettore Novellino
- Dipartimento di Farmacia, Università di Napoli "Federico II", 80131 Napoli, Italy
| | - Annamaria Sinisi
- Dipartimento di Farmacia, Università di Napoli "Federico II", 80131 Napoli, Italy
| | | | - Yoichi Nakao
- Department of Chemistry and Biochemistry, Waseda University, 3-4-1 Okubo, Shinjuku-ku, Tokyo 169-8555, Japan
| | - Vittorio Limongelli
- Dipartimento di Farmacia, Università di Napoli "Federico II", 80131 Napoli, Italy
| | - Angela Zampella
- Dipartimento di Farmacia, Università di Napoli "Federico II", 80131 Napoli, Italy
| | - Stefano Fiorucci
- Dipartimento di Medicina Clinica e Sperimentale, Università degli Studi di Perugia, 06132 Perugia, Italy
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32
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Silvian L, Enyedy I, Kumaravel G. Inhibitors of protein-protein interactions: new methodologies to tackle this challenge. DRUG DISCOVERY TODAY. TECHNOLOGIES 2013; 10:e509-e515. [PMID: 24451642 DOI: 10.1016/j.ddtec.2012.10.004] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
Several advances in the fields of crystallography, molecular modeling, biophysical assays and chemistry are converging to making protein-protein interaction targets more amenable to drug design. These include steps towards improving crystallization of protein-protein complexes, identifying the clusters of residues that constitute putative small molecule binding 'hot spots', generating new methods for detecting the binding of small molecules to target proteins, and generating custom libraries via diversity oriented synthesis to enable the identification of natural-product-like hits.
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33
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Bainy ACD, Kubota A, Goldstone JV, Lille-Langøy R, Karchner SI, Celander MC, Hahn ME, Goksøyr A, Stegeman JJ. Functional characterization of a full length pregnane X receptor, expression in vivo, and identification of PXR alleles, in zebrafish (Danio rerio). AQUATIC TOXICOLOGY (AMSTERDAM, NETHERLANDS) 2013; 142-143:447-57. [PMID: 24121122 PMCID: PMC3873750 DOI: 10.1016/j.aquatox.2013.09.014] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/13/2013] [Revised: 09/06/2013] [Accepted: 09/12/2013] [Indexed: 05/25/2023]
Abstract
The pregnane X receptor (PXR) (nuclear receptor NR1I2) is a ligand activated transcription factor, mediating responses to diverse xenobiotic and endogenous chemicals. The properties of PXR in fish are not fully understood. Here we report on cloning and characterization of full-length PXR of zebrafish, Danio rerio, and pxr expression in vivo. Initial efforts gave a cDNA encoding a 430 amino acid protein identified as zebrafish pxr by phylogenetic and synteny analysis. The sequence of the cloned Pxr DNA binding domain (DBD) was highly conserved, with 74% identity to human PXR-DBD, while the ligand-binding domain (LBD) of the cloned sequence was only 44% identical to human PXR-LBD. Sequence variation among clones in the initial effort prompted sequencing of multiple clones from a single fish. There were two prominent variants, one sequence with S183, Y218 and H383 and the other with I183, C218 and N383, which we designate as alleles pxr*1 (nr1i2*1) and pxr*2 (nr1i2*2), respectively. In COS-7 cells co-transfected with a PXR-responsive reporter gene, the full-length Pxr*1 (the more common variant) was activated by known PXR agonists clotrimazole and pregnenolone 16α-carbonitrile but to a lesser extent than the full-length human PXR. Activation of full-length Pxr*1 was only 10% of that with the Pxr*1 LBD. Quantitative real time PCR analysis showed prominent expression of pxr in liver and eye, as well as brain and intestine of adult zebrafish. The pxr was expressed in heart and kidney at levels similar to that in intestine. The expression of pxr in liver was weakly induced by ligands for mammalian PXR or constitutive androstane receptor (NR1I3). The results establish a foundation for PXR studies in this vertebrate model. PXR allelic variation and the differences between the full-length PXR and the LBD in reporter assays have implications for assessing the action of PXR ligands in zebrafish.
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Affiliation(s)
- Afonso C D Bainy
- Biology Department, Woods Hole Oceanographic Institution, Woods Hole, MA 02543, USA; Departamento de Bioquímica, CCB, Universidade Federal de Santa Catarina, Florianópolis, SC 88040-900, Brazil
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34
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Sekiguchi M, Kobashigawa Y, Moriguchi H, Kawasaki M, Yuda M, Teramura T, Inagaki F. High-Throughput Evaluation Method for Drug Association with Pregnane X Receptor (PXR) Using Differential Scanning Fluorometry. ACTA ACUST UNITED AC 2013; 18:1084-91. [DOI: 10.1177/1087057113491826] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
The pregnane xenobiotic receptor (PXR) is a key transcriptional regulator of cytochrome P450 (CYP) 3A, a crucial enzyme in the metabolism and detoxification of xenobiotics and endobiotics. PXR is activated by a wide variety of chemicals and serves as a master regulator of detoxification in mammals. Here, we report a fast evaluation method for PXR-drug interactions using differential scanning fluorometry (DSF). DSF analysis revealed that PXR associates with a fluorescence dye in the native state as well as in the unfolded state, which prevented precise evaluation of any shift in the transition midpoint (Δ Tm) due to association with a drug. Hence, we defined a new parameter, (dF/dT)50, where F is fluorescence intensity and T is temperature, to describe the ligand concentration. (dF/dT)50 exhibited better correlation with EC50 ( r2 = 0.84) than with Δ Tm ( r2 = 0.71). The correlation of Δ Tm measured using differential scanning calorimetry (DSC) with EC50 ( r2 = 0.86) was similar to the above (dF/dT)50 correlation. Therefore, the use of (dF/dT)50 enables DSF to be used for the rapid evaluation of PXR-drug interactions and could provide prescreening to narrow down the collection of candidate ligands that most likely result in transcriptional activation of CYP3A4.
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Affiliation(s)
- Mitsuhiro Sekiguchi
- Analysis and Pharmacokinetics Research Labs, Department of Drug Discovery, Astellas Pharma Inc., Tsukuba, Japan
| | - Yoshihiro Kobashigawa
- Department of Structural Biology, Graduate School of Pharmaceutical Sciences, Hokkaido University, Sapporo, Hokkaido, Japan
- Department of Analytical and Biophysical Chemistry, Faculty of Life Sciences, Kumamoto University, Kumamoto, Kumamoto, Japan
| | - Hiroyuki Moriguchi
- Analysis and Pharmacokinetics Research Labs, Department of Drug Discovery, Astellas Pharma Inc., Tsukuba, Japan
| | - Masashi Kawasaki
- Analysis and Pharmacokinetics Research Labs, Department of Drug Discovery, Astellas Pharma Inc., Tsukuba, Japan
| | - Masamichi Yuda
- Analysis and Pharmacokinetics Research Labs, Department of Drug Discovery, Astellas Pharma Inc., Tsukuba, Japan
| | - Toshio Teramura
- Analysis and Pharmacokinetics Research Labs, Department of Drug Discovery, Astellas Pharma Inc., Tsukuba, Japan
| | - Fuyuhiko Inagaki
- Department of Structural Biology, Graduate School of Pharmaceutical Sciences, Hokkaido University, Sapporo, Hokkaido, Japan
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Helsley RN, Sui Y, Ai N, Park SH, Welsh WJ, Zhou C. Pregnane X receptor mediates dyslipidemia induced by the HIV protease inhibitor amprenavir in mice. Mol Pharmacol 2013; 83:1190-9. [PMID: 23519392 PMCID: PMC3657097 DOI: 10.1124/mol.113.085753] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2013] [Accepted: 03/21/2013] [Indexed: 12/20/2022] Open
Abstract
Human immunodeficiency virus (HIV) protease inhibitors (PIs) have been used successfully in extending the life span of people infected with HIV. The use of PIs has also been associated with dyslipidemia and an increased risk of cardiovascular disease, but the underlying mechanisms remain elusive. Several PIs have been implicated in activating the nuclear receptor pregnane X receptor (PXR), which acts as a xenobiotic sensor to regulate xenobiotic metabolism in the liver and intestine. Recent studies indicate that PXR may also play an important role in the regulation of lipid homeostasis. In the present study, we identified amprenavir, a widely used HIV PI, as a potent PXR-selective agonist. Computational docking studies combined with site-direct mutagenesis identified several key residues within the ligand-binding pocket of PXR that constitute points of interaction with amprenavir. Amprenavir efficiently activated PXR and induced PXR target gene expression in vitro and in vivo. Short-term exposure to amprenavir significantly increased plasma total cholesterol and atherogenic low-density lipoprotein cholesterol levels in wild-type mice, but not in PXR-deficient mice. Amprenavir-mediated PXR activation stimulated the expression of several key intestinal genes involved in lipid homeostasis. These findings provide critical mechanistic insight for understanding the impact of PIs on cardiovascular disease and demonstrate a potential role of PXR in mediating the adverse effects of HIV PIs in humans.
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Affiliation(s)
- Robert N Helsley
- Graduate Center for Nutritional Sciences, University of Kentucky, Lexington, KY, USA
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Reddy Chichili VP, Kumar V, Sivaraman J. Linkers in the structural biology of protein-protein interactions. Protein Sci 2013; 22:153-67. [PMID: 23225024 DOI: 10.1002/pro.2206] [Citation(s) in RCA: 218] [Impact Index Per Article: 19.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2012] [Revised: 11/08/2012] [Accepted: 11/13/2012] [Indexed: 12/14/2022]
Abstract
Linkers or spacers are short amino acid sequences created in nature to separate multiple domains in a single protein. Most of them are rigid and function to prohibit unwanted interactions between the discrete domains. However, Gly-rich linkers are flexible, connecting various domains in a single protein without interfering with the function of each domain. The advent of recombinant DNA technology made it possible to fuse two interacting partners with the introduction of artificial linkers. Often, independent proteins may not exist as stable or structured proteins until they interact with their binding partner, following which they gain stability and the essential structural elements. Gly-rich linkers have been proven useful for these types of unstable interactions, particularly where the interaction is weak and transient, by creating a covalent link between the proteins to form a stable protein-protein complex. Gly-rich linkers are also employed to form stable covalently linked dimers, and to connect two independent domains that create a ligand-binding site or recognition sequence. The lengths of linkers vary from 2 to 31 amino acids, optimized for each condition so that the linker does not impose any constraints on the conformation or interactions of the linked partners. Various structures of covalently linked protein complexes have been described using X-ray crystallography, nuclear magnetic resonance and cryo-electron microscopy techniques. In this review, we evaluate several structural studies where linkers have been used to improve protein quality, to produce stable protein-protein complexes, and to obtain protein dimers.
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Wallace BD, Redinbo MR. Xenobiotic-sensing nuclear receptors involved in drug metabolism: a structural perspective. Drug Metab Rev 2012; 45:79-100. [PMID: 23210723 DOI: 10.3109/03602532.2012.740049] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Xenobiotic compounds undergo a critical range of biotransformations performed by the phase I, II, and III drug-metabolizing enzymes. The oxidation, conjugation, and transportation of potentially harmful xenobiotic and endobiotic compounds achieved by these catalytic systems are significantly regulated, at the gene expression level, by members of the nuclear receptor (NR) family of ligand-modulated transcription factors. Activation of NRs by a variety of endo- and exogenous chemicals are elemental to induction and repression of drug-metabolism pathways. The master xenobiotic sensing NRs, the promiscuous pregnane X receptor and less-promiscuous constitutive androstane receptor are crucial to initial ligand recognition, jump-starting the metabolic process. Other receptors, including farnesoid X receptor, vitamin D receptor, hepatocyte nuclear factor 4 alpha, peroxisome proliferator activated receptor, glucocorticoid receptor, liver X receptor, and RAR-related orphan receptor, are not directly linked to promiscuous xenobiotic binding, but clearly play important roles in the modulation of metabolic gene expression. Crystallographic studies of the ligand-binding domains of nine NRs involved in drug metabolism provide key insights into ligand-based and constitutive activity, coregulator recruitment, and gene regulation. Structures of other, noncanonical transcription factors also shed light on secondary, but important, pathways of control. Pharmacological targeting of some of these nuclear and atypical receptors has been instituted as a means to treat metabolic and developmental disorders and provides a future avenue to be explored for other members of the xenobiotic-sensing NRs.
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Affiliation(s)
- Bret D Wallace
- Department of Chemistry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, USA
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Ma SL, Joung JY, Lee S, Cho KH, No KT. PXR ligand classification model with SFED-weighted WHIM and CoMMA descriptors. SAR AND QSAR IN ENVIRONMENTAL RESEARCH 2012; 23:485-504. [PMID: 22591167 DOI: 10.1080/1062936x.2012.665385] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
Understanding which type of endogenous and exogenous compounds serve as agonists for the nuclear pregnane X receptor (PXR) would be valuable for drug discovery and development, because PXR regulates a large number of genes related to xenobiotic metabolism. Although several models have been proposed to classify human PXR activators and non-activators, models with better predictability are necessary for practical purposes in drug discovery. Grid-weighted holistic invariant molecular (G-WHIM) and comparative molecular moment analysis (G-CoMMA) type 3D descriptors that contain information about the solvation free energy of target molecules were developed. With these descriptors, prediction models built using decision tree (DT)-, support vector machine (SVM)-, and Kohonen neural network (KNN)-based models exhibited better predictability than previously proposed models. Solvation free energy density-weighted G-WHIM and G-CoMMA descriptors reveal new insights into PXR ligand classification, and incorporation with machine learning methods (DT, SVM, KNN) exhibits promising results, especially SVM and KNN. SVM- and KNN-based models exhibit accuracy around 0.90, and DT-based models exhibit accuracy around 0.8 for both the training and test sets.
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Affiliation(s)
- S L Ma
- Department of Biotechnology, Yonsei University, Seoul, Korea
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Sui Y, Ai N, Park SH, Rios-Pilier J, Perkins JT, Welsh WJ, Zhou C. Bisphenol A and its analogues activate human pregnane X receptor. ENVIRONMENTAL HEALTH PERSPECTIVES 2012; 120:399-405. [PMID: 22214767 PMCID: PMC3295358 DOI: 10.1289/ehp.1104426] [Citation(s) in RCA: 147] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2011] [Accepted: 01/03/2012] [Indexed: 05/02/2023]
Abstract
BACKGROUND Bisphenol A (BPA) is a base chemical used extensively in many consumer products. BPA and its analogues are present in environmental and human samples. Many endocrine-disrupting chemicals, including BPA, have been shown to activate the pregnane X receptor (PXR), a nuclear receptor that functions as a master regulator of xenobiotic metabolism. However, the detailed mechanism by which these chemicals activate PXR remains unknown. OBJECTIVE We investigated the mechanism by which BPA interacts with and activates PXR and examined selected BPA analogues to determine whether they bind to and activate PXR. METHODS Cell-based reporter assays, in silico ligand-PXR docking studies, and site-directed mutagenesis were combined to study the interaction between BPA and PXR. We also investigated the influence of BPA and its analogues on the regulation of PXR target genes in human LS180 cells. RESULTS We found that BPA and several of its analogues are potent agonists for human PXR (hPXR) but do not affect mouse PXR activity. We identified key residues within hPXR's ligand-binding pocket that constitute points of interaction with BPA. We also deduced the structural requirements of BPA analogues that activate hPXR. BPA and its analogues can also induce PXR target gene expression in human LS180 cells. CONCLUSIONS The present study advances our understanding of the mechanism by which BPA interacts with and activates human PXR. Activation of PXR by BPA may explain some of the adverse effects of BPA in humans.
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Affiliation(s)
- Yipeng Sui
- Graduate Center for Nutritional Sciences, University of Kentucky, Lexington, Kentucky 40536, USA
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Predicting Activation of the Promiscuous Human Pregnane X Receptor by Pharmacophore Ensemble/Support Vector Machine Approach. Chem Res Toxicol 2011; 24:1765-78. [DOI: 10.1021/tx200310j] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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Xiao L, Nickbarg E, Wang W, Thomas A, Ziebell M, Prosise WW, Lesburg CA, Taremi SS, Gerlach VL, Le HV, Cheng KC. Evaluation of in vitro PXR-based assays and in silico modeling approaches for understanding the binding of a structurally diverse set of drugs to PXR. Biochem Pharmacol 2011; 81:669-79. [DOI: 10.1016/j.bcp.2010.12.003] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2010] [Revised: 11/30/2010] [Accepted: 12/02/2010] [Indexed: 02/04/2023]
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Liptrott NJ, Owen A. The role of cytokines in the regulation of drug disposition: extended functional pleiotropism? Expert Opin Drug Metab Toxicol 2011; 7:341-52. [PMID: 21299442 DOI: 10.1517/17425255.2011.553600] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
INTRODUCTION Drug disposition, metabolism and drug-drug interactions are important considerations for most drugs. Cytokines are integral to the successful resolution of many diseases. Data are emerging on a role for cytokines in regulation of the expression and activity of drug transporters and drug metabolising enzymes. Investigation of the interaction between pharmacological and immunological responses is key to understanding the complex relationships involved in patient response to therapy. AREAS COVERED Evidence detailing the ability of cytokines to regulate drug disposition and metabolism is reviewed in the context of different cell and tissue types. The literature search undertaken provides an overview of the current understanding of the interrelationship between pharmacological and immunological factors which may influence successful drug therapy. EXPERT OPINION Dysregulation of cytokines and cytokine networks is a hallmark of a number of diseases such as HIV and cancer. The mechanisms by which the immune system can influence drug disposition are relatively understudied but recent work has highlighted the necessity for examining its impact on pharmacokinetics and pharmacodynamics. A more comprehensive approach in clinical studies will allow better determination of the impact of cytokines on drug disposition. In addition, determining the mechanisms that underpin the differential effects of cytokines across different cell types will clarify the responses reported in these studies.
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Affiliation(s)
- Neill James Liptrott
- NIHR Biomedical Research Centre for Microbial Disease, Royal Liverpool & Broadgreen University Hospitals Trust, Liverpool, UK
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Cui JY, Gunewardena SS, Rockwell CE, Klaassen CD. ChIPing the cistrome of PXR in mouse liver. Nucleic Acids Res 2010; 38:7943-63. [PMID: 20693526 PMCID: PMC3001051 DOI: 10.1093/nar/gkq654] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2009] [Revised: 07/03/2010] [Accepted: 07/08/2010] [Indexed: 01/14/2023] Open
Abstract
The pregnane X receptor (PXR) is a key regulator of xenobiotic metabolism and disposition in liver. However, little is known about the PXR DNA-binding signatures in vivo, or how PXR regulates novel direct targets on a genome-wide scale. Therefore, we generated a roadmap of hepatic PXR bindings in the entire mouse genome [chromatin immunoprecipitation (ChIP)-Seq]. The most frequent PXR DNA-binding motif is the AGTTCA-like direct repeat with a 4 bp spacer [direct repeat (DR)-4)]. Surprisingly, there are also high motif occurrences with spacers of a periodicity of 5 bp, forming a novel DR-(5 n+4) pattern for PXR binding. PXR-binding overlaps with the epigenetic mark for gene activation (histone-H3K4-di-methylation), but not with epigenetic marks for gene suppression (DNA methylation or histone-H3K27-tri-methylation) (ChIP-on-chip). After administering a PXR agonist, changes in mRNA of most PXR-direct target genes correlate with increased PXR binding. Specifically, increased PXR binding triggers the trans-activation of critical drug-metabolizing enzymes and transporters. The mRNA induction of these genes is absent in PXR-null mice. The current work provides the first in vivo evidence of PXR DNA-binding signatures in the mouse genome, paving the path for predicting and further understanding the multifaceted roles of PXR in liver.
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Affiliation(s)
- Julia Yue Cui
- Department of Pharmacology, Toxicology, and Therapeutics and Department of Molecular and Integrative Physiology, University of Kansas Medical Center, Kansas City, KS 66160, USA
| | - Sumedha S. Gunewardena
- Department of Pharmacology, Toxicology, and Therapeutics and Department of Molecular and Integrative Physiology, University of Kansas Medical Center, Kansas City, KS 66160, USA
| | - Cheryl E. Rockwell
- Department of Pharmacology, Toxicology, and Therapeutics and Department of Molecular and Integrative Physiology, University of Kansas Medical Center, Kansas City, KS 66160, USA
| | - Curtis D. Klaassen
- Department of Pharmacology, Toxicology, and Therapeutics and Department of Molecular and Integrative Physiology, University of Kansas Medical Center, Kansas City, KS 66160, USA
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Kerrigan JJ, Xie Q, Ames RS, Lu Q. Production of protein complexes via co-expression. Protein Expr Purif 2010; 75:1-14. [PMID: 20692346 DOI: 10.1016/j.pep.2010.07.015] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2010] [Revised: 07/22/2010] [Accepted: 07/31/2010] [Indexed: 12/21/2022]
Abstract
Multi-protein complexes are involved in essentially all cellular processes. A protein's function is defined by a combination of its own properties, its interacting partners, and the stoichiometry of each. Depending on binding partners, a transcription factor can function as an activator in one instance and a repressor in another. The study of protein function or malfunction is best performed in the relevant context. While many protein complexes can be reconstituted from individual component proteins after being produced individually, many others require co-expression of their native partners in the host cells for proper folding, stability, and activity. Protein co-expression has led to the production of a variety of biological active complexes in sufficient quantities for biochemical, biophysical, structural studies, and high throughput screens. This article summarizes examples of such cases and discusses critical considerations in selecting co-expression partners, and strategies to achieve successful production of protein complexes.
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Affiliation(s)
- John J Kerrigan
- Biological Reagents & Assay Development, Platform Technology & Science, GlaxoSmithKline R&D, 1250 South Collegeville Road, Collegeville, PA 19426, USA
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di Masi A, De Marinis E, Ascenzi P, Marino M. Nuclear receptors CAR and PXR: Molecular, functional, and biomedical aspects. Mol Aspects Med 2009; 30:297-343. [PMID: 19427329 DOI: 10.1016/j.mam.2009.04.002] [Citation(s) in RCA: 213] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2009] [Accepted: 04/28/2009] [Indexed: 12/31/2022]
Abstract
Nuclear receptors (NRs) are ligand-activated transcription factors sharing a common evolutionary history and having similar sequence features at the protein level. Selective ligand(s) for some NRs is not known, therefore these NRs have been named "orphan receptors". Whenever ligands have been recognized for any of the orphan receptor, it has been categorized and grouped as "adopted" orphan receptor. This group includes the constitutive androstane receptor (CAR) and the pregnane X receptor (PXR). They function as sensors of toxic byproducts derived from endogenous metabolites and of exogenous chemicals, in order to enhance their elimination. This unique function of CAR and PXR sets them apart from the steroid hormone receptors. The broad response profile has established that CAR and PXR are xenobiotic sensors that coordinately regulate xenobiotic clearance in the liver and intestine via induction of genes involved in drug and xenobiotic metabolism. In the past few years, research has revealed new and mostly unsuspected roles for CAR and PXR in modulating hormone, lipid, and energy homeostasis as well as cancer and liver steatosis. The purpose of this review is to highlight the structural and molecular bases of CAR and PXR impact on human health, providing information on mechanisms through which diet, chemical exposure, and environment ultimately impact health and disease.
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Affiliation(s)
- Alessandra di Masi
- Department of Biology, University Roma Tre, Viale Guglielmo Marconi 446, I-00146 Roma, Italy
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