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Hackney JF, Broatch JE, Dallal RA, Brotherson C, Livingston S, Sabir Z, Reshi SM, Faltermeier Petras SR, Mallick S, Applegate MT, Mellor NJ, Buss K, Blain JM, Wagner CE, Jurutka PW, Marshall PA. Rexinoids Induce Differential Gene Expression in Human Glioblastoma Cells and Protein-Protein Interactions in a Yeast Two-Hybrid System. ACS Chem Neurosci 2024; 15:2897-2915. [PMID: 39012782 DOI: 10.1021/acschemneuro.4c00286] [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] [Indexed: 07/18/2024] Open
Abstract
Rexinoids are compounds that bind to the rexinoid X receptor (RXR) to modulate gene expression and have been proposed as a new class of therapeutics to treat Alzheimer's disease. Different rexinoids will initiate downstream effects that can be quite marked even though such compounds can be structurally similar and have comparable RXR binding affinities. RXR can both homo- and heterodimerize, and these protein-protein interactions and subsequent transactivating potential lead to differential gene expression, depending on the RXR dimeric partner, additional cofactors recruited, and downstream transcription factors that are up- or downregulated. Expression analysis was performed in the U87 human glioblastoma cell line treated with a panel of rexinoids, and our analysis demonstrated that rexinoids with similar RXR EC50 values can have pronounced differences in differential gene expression. Rexinoid binding likely leads to distinctive RXR conformations that cause major downstream gene expression alterations via modulation of RXR interacting proteins. Yeast two-hybrid analysis of RXR bait with two RXR interacting partners demonstrates that rexinoids drive differential binding of RXR to distinctive protein partners. Physiochemical analysis of the rexinoids reveals that the molecules cluster similarly to their gene expression patterns. Thus, rexinoids with similar RXR binding affinities drive differential gene expression by stimulating additional binding patterns in RXR and its homo- and heteropartners, driven by the physicochemical characteristics of these molecules.
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Affiliation(s)
- Jennifer F Hackney
- School of Mathematical and Natural Sciences, New College of Interdisciplinary Arts and Sciences, Arizona State University, Glendale, Arizona 85306, United States
| | - Jennifer E Broatch
- School of Mathematical and Natural Sciences, New College of Interdisciplinary Arts and Sciences, Arizona State University, Glendale, Arizona 85306, United States
| | - Rita A Dallal
- School of Mathematical and Natural Sciences, New College of Interdisciplinary Arts and Sciences, Arizona State University, Glendale, Arizona 85306, United States
| | - Christian Brotherson
- School of Mathematical and Natural Sciences, New College of Interdisciplinary Arts and Sciences, Arizona State University, Glendale, Arizona 85306, United States
| | - Sarah Livingston
- School of Mathematical and Natural Sciences, New College of Interdisciplinary Arts and Sciences, Arizona State University, Glendale, Arizona 85306, United States
| | - Zhela Sabir
- School of Mathematical and Natural Sciences, New College of Interdisciplinary Arts and Sciences, Arizona State University, Glendale, Arizona 85306, United States
| | - Sabeeha Mushtaq Reshi
- School of Mathematical and Natural Sciences, New College of Interdisciplinary Arts and Sciences, Arizona State University, Glendale, Arizona 85306, United States
| | - Samantha R Faltermeier Petras
- School of Mathematical and Natural Sciences, New College of Interdisciplinary Arts and Sciences, Arizona State University, Glendale, Arizona 85306, United States
| | - Sanchita Mallick
- School of Mathematical and Natural Sciences, New College of Interdisciplinary Arts and Sciences, Arizona State University, Glendale, Arizona 85306, United States
| | - Michael T Applegate
- School of Mathematical and Natural Sciences, New College of Interdisciplinary Arts and Sciences, Arizona State University, Glendale, Arizona 85306, United States
| | - Nicholas J Mellor
- Genomics Core, Biosciences, Arizona State University, Tempe, Arizona 85281, United States
| | - Kristina Buss
- Genomics Core, Biosciences, Arizona State University, Tempe, Arizona 85281, United States
| | - Joy M Blain
- Genomics Core, Biosciences, Arizona State University, Tempe, Arizona 85281, United States
| | - Carl E Wagner
- School of Mathematical and Natural Sciences, New College of Interdisciplinary Arts and Sciences, Arizona State University, Glendale, Arizona 85306, United States
| | - Peter W Jurutka
- School of Mathematical and Natural Sciences, New College of Interdisciplinary Arts and Sciences, Arizona State University, Glendale, Arizona 85306, United States
| | - Pamela A Marshall
- School of Mathematical and Natural Sciences, New College of Interdisciplinary Arts and Sciences, Arizona State University, Glendale, Arizona 85306, United States
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Leal AS, Hung PY, Chowdhury AS, Liby KT. Retinoid X Receptor agonists as selective modulators of the immune system for the treatment of cancer. Pharmacol Ther 2023; 252:108561. [PMID: 37952906 DOI: 10.1016/j.pharmthera.2023.108561] [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: 05/01/2023] [Revised: 09/28/2023] [Accepted: 11/06/2023] [Indexed: 11/14/2023]
Abstract
Upon heterodimerizing with other nuclear receptors, retinoid X receptors (RXR) act as ligand-dependent transcription factors, regulating transcription of critical signaling pathways that impact numerous hallmarks of cancer. By controlling both inflammation and immune responses, ligands that activate RXR can modulate the tumor microenvironment. Several small molecule agonists of these essential receptors have been synthesized. Historically, RXR agonists were tested for inhibition of growth in cancer cells, but more recent drug discovery programs screen new molecules for inhibition of inflammation or activation of immune cells. Bexarotene is the first successful example of an effective therapeutic that molecularly targets RXR; this drug was approved to treat cutaneous T cell lymphoma and is still used as a standard of care treatment for this disease. No additional RXR agonists have yet achieved FDA approval, but several promising novel compounds are being developed. In this review, we provide an overview of the multiple mechanisms by which RXR signaling regulates inflammation and tumor immunity. We also discuss the potential of RXR-dependent immune cell modulation for the treatment or prevention of cancer and concomitant challenges and opportunities.
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Affiliation(s)
- Ana S Leal
- Department of Pharmacology and Toxicology, Michigan State University, East Lansing, MI, United States of America; Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, United States of America
| | - Pei-Yu Hung
- Department of Physiology, Michigan State University, East Lansing, MI, United States of America
| | - Afrin Sultana Chowdhury
- Department of Pharmacology and Toxicology, Indiana University School of Medicine, Indianapolis, IN, United States of America
| | - Karen T Liby
- Department of Pharmacology and Toxicology, Michigan State University, East Lansing, MI, United States of America; Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, United States of America.
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Warda A, Staniszewski LJP, Sabir Z, Livingston S, Sausedo M, Reshi S, Ron E, Applegate MT, Haddad D, Khamisi M, Marshall PA, Wagner CE, Jurutka PW. Development of Bexarotene Analogs for Treating Cutaneous T-Cell Lymphomas. Cells 2023; 12:2575. [PMID: 37947652 PMCID: PMC10647404 DOI: 10.3390/cells12212575] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 10/21/2023] [Accepted: 11/02/2023] [Indexed: 11/12/2023] Open
Abstract
Bexarotene, a drug approved for treatment of cutaneous T-cell lymphoma (CTCL), is classified as a rexinoid by its ability to act as a retinoid X receptor (RXR) agonist with high specificity. Rexinoids are capable of inducing RXR homodimerization leading to the induction of apoptosis and inhibition of proliferation in human cancers. Numerous studies have shown that bexarotene is effective in reducing viability and proliferation in CTCL cell lines. However, many treated patients present with cutaneous toxicity, hypothyroidism, and hyperlipidemia due to crossover activity with retinoic acid receptor (RAR), thyroid hormone receptor (TR), and liver X receptor (LXR) signaling, respectively. In this study, 10 novel analogs and three standard compounds were evaluated side-by-side with bexarotene for their ability to drive RXR homodimerization and subsequent binding to the RXR response element (RXRE). In addition, these analogs were assessed for proliferation inhibition of CTCL cells, cytotoxicity, and mutagenicity. Furthermore, the most effective analogs were analyzed via qPCR to determine efficacy in modulating expression of two critical tumor suppressor genes, ATF3 and EGR3. Our results suggest that these new compounds may possess similar or enhanced therapeutic potential since they display enhanced RXR activation with equivalent or greater reduction in CTCL cell proliferation, as well as the ability to induce ATF3 and EGR3. This work broadens our understanding of RXR-ligand relationships and permits development of possibly more efficacious pharmaceutical drugs. Modifications of RXR agonists can yield agents with enhanced biological selectivity and potency when compared to the parent compound, potentially leading to improved patient outcomes.
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Affiliation(s)
- Ankedo Warda
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (A.W.); (L.J.P.S.); (Z.S.); (S.L.); (M.S.); (S.R.); (M.T.A.); (D.H.); (M.K.); (P.A.M.); (C.E.W.)
- College of Medicine, University of Arizona, Phoenix, AZ 85004, USA;
| | - Lech J. P. Staniszewski
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (A.W.); (L.J.P.S.); (Z.S.); (S.L.); (M.S.); (S.R.); (M.T.A.); (D.H.); (M.K.); (P.A.M.); (C.E.W.)
- College of Medicine, University of Arizona, Tucson, AZ 85724, USA
| | - Zhela Sabir
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (A.W.); (L.J.P.S.); (Z.S.); (S.L.); (M.S.); (S.R.); (M.T.A.); (D.H.); (M.K.); (P.A.M.); (C.E.W.)
| | - Sarah Livingston
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (A.W.); (L.J.P.S.); (Z.S.); (S.L.); (M.S.); (S.R.); (M.T.A.); (D.H.); (M.K.); (P.A.M.); (C.E.W.)
| | - Michael Sausedo
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (A.W.); (L.J.P.S.); (Z.S.); (S.L.); (M.S.); (S.R.); (M.T.A.); (D.H.); (M.K.); (P.A.M.); (C.E.W.)
| | - Sabeeha Reshi
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (A.W.); (L.J.P.S.); (Z.S.); (S.L.); (M.S.); (S.R.); (M.T.A.); (D.H.); (M.K.); (P.A.M.); (C.E.W.)
| | - Eyal Ron
- College of Medicine, University of Arizona, Phoenix, AZ 85004, USA;
| | - Michael T. Applegate
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (A.W.); (L.J.P.S.); (Z.S.); (S.L.); (M.S.); (S.R.); (M.T.A.); (D.H.); (M.K.); (P.A.M.); (C.E.W.)
| | - Dena Haddad
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (A.W.); (L.J.P.S.); (Z.S.); (S.L.); (M.S.); (S.R.); (M.T.A.); (D.H.); (M.K.); (P.A.M.); (C.E.W.)
| | - Madleen Khamisi
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (A.W.); (L.J.P.S.); (Z.S.); (S.L.); (M.S.); (S.R.); (M.T.A.); (D.H.); (M.K.); (P.A.M.); (C.E.W.)
| | - Pamela A. Marshall
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (A.W.); (L.J.P.S.); (Z.S.); (S.L.); (M.S.); (S.R.); (M.T.A.); (D.H.); (M.K.); (P.A.M.); (C.E.W.)
| | - Carl E. Wagner
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (A.W.); (L.J.P.S.); (Z.S.); (S.L.); (M.S.); (S.R.); (M.T.A.); (D.H.); (M.K.); (P.A.M.); (C.E.W.)
| | - Peter W. Jurutka
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (A.W.); (L.J.P.S.); (Z.S.); (S.L.); (M.S.); (S.R.); (M.T.A.); (D.H.); (M.K.); (P.A.M.); (C.E.W.)
- College of Medicine, University of Arizona, Phoenix, AZ 85004, USA;
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4
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An Isochroman Analog of CD3254 and Allyl-, Isochroman-Analogs of NEt-TMN Prove to Be More Potent Retinoid-X-Receptor (RXR) Selective Agonists Than Bexarotene. Int J Mol Sci 2022; 23:ijms232416213. [PMID: 36555852 PMCID: PMC9782500 DOI: 10.3390/ijms232416213] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Revised: 12/09/2022] [Accepted: 12/14/2022] [Indexed: 12/23/2022] Open
Abstract
Bexarotene is an FDA-approved drug for the treatment of cutaneous T-cell lymphoma (CTCL); however, its use provokes or disrupts other retinoid-X-receptor (RXR)-dependent nuclear receptor pathways and thereby incites side effects including hypothyroidism and raised triglycerides. Two novel bexarotene analogs, as well as three unique CD3254 analogs and thirteen novel NEt-TMN analogs, were synthesized and characterized for their ability to induce RXR agonism in comparison to bexarotene (1). Several analogs in all three groups possessed an isochroman ring substitution for the bexarotene aliphatic group. Analogs were modeled for RXR binding affinity, and EC50 as well as IC50 values were established for all analogs in a KMT2A-MLLT3 leukemia cell line. All analogs were assessed for liver-X-receptor (LXR) activity in an LXRE system to gauge the potential for the compounds to provoke raised triglycerides by increasing LXR activity, as well as to drive LXRE-mediated transcription of brain ApoE expression as a marker for potential therapeutic use in neurodegenerative disorders. Preliminary results suggest these compounds display a broad spectrum of off-target activities. However, many of the novel compounds were observed to be more potent than 1. While some RXR agonists cross-signal the retinoic acid receptor (RAR), many of the rexinoids in this work displayed reduced RAR activity. The isochroman group did not appear to substantially reduce RXR activity on its own. The results of this study reveal that modifying potent, selective rexinoids like bexarotene, CD3254, and NEt-TMN can provide rexinoids with increased RXR selectivity, decreased potential for cross-signaling, and improved anti-proliferative characteristics in leukemia models compared to 1.
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5
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Jurutka PW, di Martino O, Reshi S, Mallick S, Sabir ZL, Staniszewski LJP, Warda A, Maiorella EL, Minasian A, Davidson J, Ibrahim SJ, Raban S, Haddad D, Khamisi M, Suban SL, Dawson BJ, Candia R, Ziller JW, Lee MY, Liu C, Liu W, Marshall PA, Welch JS, Wagner CE. Modeling, Synthesis, and Biological Evaluation of Potential Retinoid-X-Receptor (RXR) Selective Agonists: Analogs of 4-[1-(3,5,5,8,8-Pentamethyl-5,6,7,8-tetrahyro-2-naphthyl)ethynyl]benzoic Acid (Bexarotene) and 6-(Ethyl(4-isobutoxy-3-isopropylphenyl)amino)nicotinic Acid (NEt-4IB). Int J Mol Sci 2021; 22:ijms222212371. [PMID: 34830251 PMCID: PMC8624485 DOI: 10.3390/ijms222212371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Revised: 11/08/2021] [Accepted: 11/12/2021] [Indexed: 12/05/2022] Open
Abstract
Five novel analogs of 6-(ethyl)(4-isobutoxy-3-isopropylphenyl)amino)nicotinic acid—or NEt-4IB—in addition to seven novel analogs of 4-[1-(3,5,5,8,8-pentamethyl-5,6,7,8-tetrahydro-2-naphthyl)ethynyl]benzoic acid (bexarotene) were prepared and evaluated for selective retinoid-X-receptor (RXR) agonism alongside bexarotene (1), a FDA-approved drug for cutaneous T-cell lymphoma (CTCL). Bexarotene treatment elicits side-effects by provoking or disrupting other RXR-dependent pathways. Analogs were assessed by the modeling of binding to RXR and then evaluated in a human cell-based RXR-RXR mammalian-2-hybrid (M2H) system as well as a RXRE-controlled transcriptional system. The analogs were also tested in KMT2A-MLLT3 leukemia cells and the EC50 and IC50 values were determined for these compounds. Moreover, the analogs were assessed for activation of LXR in an LXRE system as drivers of ApoE expression and subsequent use as potential therapeutics in neurodegenerative disorders, and the results revealed that these compounds exerted a range of differential LXR-RXR activation and selectivity. Furthermore, several of the novel analogs in this study exhibited reduced RARE cross-signaling, implying RXR selectivity. These results demonstrate that modification of partial agonists such as NEt-4IB and potent rexinoids such as bexarotene can lead to compounds with improved RXR selectivity, decreased cross-signaling of other RXR-dependent nuclear receptors, increased LXRE-heterodimer selectivity, and enhanced anti-proliferative potential in leukemia cell lines compared to therapeutics such as 1.
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Affiliation(s)
- Peter W. Jurutka
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (P.W.J.); (S.R.); (S.M.); (Z.L.S.); (L.J.P.S.); (A.W.); (E.L.M.); (A.M.); (J.D.); (S.J.I.); (S.R.); (D.H.); (M.K.); (S.L.S.); (B.J.D.); (R.C.); (P.A.M.)
- Basic Medical Sciences, University of Arizona College of Medicine, Phoenix, AZ 85004, USA
| | - Orsola di Martino
- Department of Internal Medicine, Washington University, St. Louis, MO 63110, USA; (O.d.M.); (J.S.W.)
| | - Sabeeha Reshi
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (P.W.J.); (S.R.); (S.M.); (Z.L.S.); (L.J.P.S.); (A.W.); (E.L.M.); (A.M.); (J.D.); (S.J.I.); (S.R.); (D.H.); (M.K.); (S.L.S.); (B.J.D.); (R.C.); (P.A.M.)
| | - Sanchita Mallick
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (P.W.J.); (S.R.); (S.M.); (Z.L.S.); (L.J.P.S.); (A.W.); (E.L.M.); (A.M.); (J.D.); (S.J.I.); (S.R.); (D.H.); (M.K.); (S.L.S.); (B.J.D.); (R.C.); (P.A.M.)
| | - Zhela L. Sabir
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (P.W.J.); (S.R.); (S.M.); (Z.L.S.); (L.J.P.S.); (A.W.); (E.L.M.); (A.M.); (J.D.); (S.J.I.); (S.R.); (D.H.); (M.K.); (S.L.S.); (B.J.D.); (R.C.); (P.A.M.)
| | - Lech J. P. Staniszewski
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (P.W.J.); (S.R.); (S.M.); (Z.L.S.); (L.J.P.S.); (A.W.); (E.L.M.); (A.M.); (J.D.); (S.J.I.); (S.R.); (D.H.); (M.K.); (S.L.S.); (B.J.D.); (R.C.); (P.A.M.)
| | - Ankedo Warda
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (P.W.J.); (S.R.); (S.M.); (Z.L.S.); (L.J.P.S.); (A.W.); (E.L.M.); (A.M.); (J.D.); (S.J.I.); (S.R.); (D.H.); (M.K.); (S.L.S.); (B.J.D.); (R.C.); (P.A.M.)
- Basic Medical Sciences, University of Arizona College of Medicine, Phoenix, AZ 85004, USA
| | - Emma L. Maiorella
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (P.W.J.); (S.R.); (S.M.); (Z.L.S.); (L.J.P.S.); (A.W.); (E.L.M.); (A.M.); (J.D.); (S.J.I.); (S.R.); (D.H.); (M.K.); (S.L.S.); (B.J.D.); (R.C.); (P.A.M.)
| | - Ani Minasian
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (P.W.J.); (S.R.); (S.M.); (Z.L.S.); (L.J.P.S.); (A.W.); (E.L.M.); (A.M.); (J.D.); (S.J.I.); (S.R.); (D.H.); (M.K.); (S.L.S.); (B.J.D.); (R.C.); (P.A.M.)
| | - Jesse Davidson
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (P.W.J.); (S.R.); (S.M.); (Z.L.S.); (L.J.P.S.); (A.W.); (E.L.M.); (A.M.); (J.D.); (S.J.I.); (S.R.); (D.H.); (M.K.); (S.L.S.); (B.J.D.); (R.C.); (P.A.M.)
| | - Samir J. Ibrahim
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (P.W.J.); (S.R.); (S.M.); (Z.L.S.); (L.J.P.S.); (A.W.); (E.L.M.); (A.M.); (J.D.); (S.J.I.); (S.R.); (D.H.); (M.K.); (S.L.S.); (B.J.D.); (R.C.); (P.A.M.)
| | - San Raban
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (P.W.J.); (S.R.); (S.M.); (Z.L.S.); (L.J.P.S.); (A.W.); (E.L.M.); (A.M.); (J.D.); (S.J.I.); (S.R.); (D.H.); (M.K.); (S.L.S.); (B.J.D.); (R.C.); (P.A.M.)
| | - Dena Haddad
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (P.W.J.); (S.R.); (S.M.); (Z.L.S.); (L.J.P.S.); (A.W.); (E.L.M.); (A.M.); (J.D.); (S.J.I.); (S.R.); (D.H.); (M.K.); (S.L.S.); (B.J.D.); (R.C.); (P.A.M.)
| | - Madleen Khamisi
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (P.W.J.); (S.R.); (S.M.); (Z.L.S.); (L.J.P.S.); (A.W.); (E.L.M.); (A.M.); (J.D.); (S.J.I.); (S.R.); (D.H.); (M.K.); (S.L.S.); (B.J.D.); (R.C.); (P.A.M.)
| | - Stephanie L. Suban
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (P.W.J.); (S.R.); (S.M.); (Z.L.S.); (L.J.P.S.); (A.W.); (E.L.M.); (A.M.); (J.D.); (S.J.I.); (S.R.); (D.H.); (M.K.); (S.L.S.); (B.J.D.); (R.C.); (P.A.M.)
| | - Bradley J. Dawson
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (P.W.J.); (S.R.); (S.M.); (Z.L.S.); (L.J.P.S.); (A.W.); (E.L.M.); (A.M.); (J.D.); (S.J.I.); (S.R.); (D.H.); (M.K.); (S.L.S.); (B.J.D.); (R.C.); (P.A.M.)
| | - Riley Candia
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (P.W.J.); (S.R.); (S.M.); (Z.L.S.); (L.J.P.S.); (A.W.); (E.L.M.); (A.M.); (J.D.); (S.J.I.); (S.R.); (D.H.); (M.K.); (S.L.S.); (B.J.D.); (R.C.); (P.A.M.)
| | - Joseph W. Ziller
- Department of Chemistry, University of California, Irvine, CA 92697, USA;
| | - Ming-Yue Lee
- School of Molecular Sciences, Arizona State University, Tempe, AZ 85201, USA; (M.-Y.L.); (C.L.); (W.L.)
| | - Chang Liu
- School of Molecular Sciences, Arizona State University, Tempe, AZ 85201, USA; (M.-Y.L.); (C.L.); (W.L.)
| | - Wei Liu
- School of Molecular Sciences, Arizona State University, Tempe, AZ 85201, USA; (M.-Y.L.); (C.L.); (W.L.)
| | - Pamela A. Marshall
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (P.W.J.); (S.R.); (S.M.); (Z.L.S.); (L.J.P.S.); (A.W.); (E.L.M.); (A.M.); (J.D.); (S.J.I.); (S.R.); (D.H.); (M.K.); (S.L.S.); (B.J.D.); (R.C.); (P.A.M.)
| | - John S. Welch
- Department of Internal Medicine, Washington University, St. Louis, MO 63110, USA; (O.d.M.); (J.S.W.)
| | - Carl E. Wagner
- School of Mathematical and Natural Sciences, Arizona State University, Glendale, AZ 85306, USA; (P.W.J.); (S.R.); (S.M.); (Z.L.S.); (L.J.P.S.); (A.W.); (E.L.M.); (A.M.); (J.D.); (S.J.I.); (S.R.); (D.H.); (M.K.); (S.L.S.); (B.J.D.); (R.C.); (P.A.M.)
- Correspondence: ; Tel.: +1-602-543-6937
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6
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Di Martino O, Niu H, Hadwiger G, Kuusanmaki H, Ferris MA, Vu A, Beales J, Wagner C, Menéndez-Gutiérrez MP, Ricote M, Heckman C, Welch JS. Endogenous and combination retinoids are active in myelomonocytic leukemias. Haematologica 2021; 106:1008-1021. [PMID: 33241677 PMCID: PMC8017822 DOI: 10.3324/haematol.2020.264432] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Indexed: 12/17/2022] Open
Abstract
Retinoid therapy transformed response and survival outcomes in acute promyelocytic leukemia (APL) but has demonstrated only modest activity in non-APL forms of acute myeloid leukemia (AML). The presence of natural retinoids in vivo could influence the efficacy of pharmacologic agonists and antagonists. We found that natural RXRA ligands, but not RARA ligands, were present in murine MLL-AF9-derived myelomonocytic leukemias in vivo and that the concurrent presence of receptors and ligands acted as tumor suppressors. Pharmacologic retinoid responses could be optimized by concurrent targeting of RXR ligands (e.g., bexarotene) and RARA ligands (e.g., all-trans retinoic acid), which induced either leukemic maturation or apoptosis depending on cell culture conditions. Co-repressor release from the RARA:RXRA heterodimer occurred with RARA activation, but not RXRA activation, providing an explanation for the combination synergy. Combination synergy could be replicated in additional, but not all, AML cell lines and primary samples, and was associated with improved survival in vivo, although tolerability of bexarotene administration in mice remained an issue. These data provide insight into the basal presence of natural retinoids in leukemias in vivo and a potential strategy for clinical retinoid combination regimens in leukemias beyond APL.
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Affiliation(s)
- Orsola Di Martino
- Department of Internal Medicine, Washington University, St Louis, Missouri, 63110
| | - Haixia Niu
- Division of Experimental Hematology and Cancer Biology, Cancer and Blood Diseases Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, 3333
| | - Gayla Hadwiger
- Department of Internal Medicine, Washington University, St Louis, Missouri, 63110
| | - Heikki Kuusanmaki
- Institute for Molecular Medicine Finland, Helsinki Institute of Life Science, University of Helsinki, Helsinki, 00014
| | - Margaret A Ferris
- Department of Pediatrics, Washington University, St Louis, Missouri, 63110
| | - Anh Vu
- Department of Internal Medicine, Washington University, St Louis, Missouri, 63110
| | - Jeremy Beales
- Department of Internal Medicine, Washington University, St Louis, Missouri, 63110
| | - Carl Wagner
- School of Mathematical and Natural Sciences, Arizona State University, Phoenix, Arizona, 85281 USA
| | - María P Menéndez-Gutiérrez
- Myocardial Pathophysiology Area, Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, 28029
| | - Mercedes Ricote
- Myocardial Pathophysiology Area, Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, 28029
| | - Caroline Heckman
- Institute for Molecular Medicine Finland, Helsinki Institute of Life Science, University of Helsinki, Helsinki, 00014
| | - John S Welch
- Department of Internal Medicine, Washington University, St Louis, Missouri, 63110
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7
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Carroll M. Understanding how retinoic acid derivatives induce differentiation in non-M3 acute myelogeneous leukemia. Haematologica 2021; 106:927-928. [PMID: 33538154 PMCID: PMC8017814 DOI: 10.3324/haematol.2020.275412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Indexed: 11/09/2022] Open
Abstract
Not available.
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Affiliation(s)
- Martin Carroll
- Division of Hematology and Oncology, University of Pennsylvania, Philadelphia, PA, USA
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8
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Mallick S, Marshall PA, Wagner CE, Heck MC, Sabir ZL, Sabir MS, Dussik CM, Grozic A, Kaneko I, Jurutka PW. Evaluating Novel RXR Agonists That Induce ApoE and Tyrosine Hydroxylase in Cultured Human Glioblastoma Cells. ACS Chem Neurosci 2021; 12:857-871. [PMID: 33570383 DOI: 10.1021/acschemneuro.0c00707] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
There is considerable interest in identifying effective and safe drugs for neurodegenerative disorders. Cell culture and animal model work have demonstrated that modulating gene expression through RXR-mediated pathways may mitigate or reverse cognitive decline. However, because RXR is a dimeric partner for several transcription factors, activating off-target transcription is a concern with RXR ligands (rexinoids). This off-target gene modulation leads to unwanted side effects that can include low thyroid function and significant hyperlipidemia. There is a need to develop rexinoids that have binding specificity for subsets of RXR heterodimers, to drive desired gene modulation, but that do not induce spurious effects. Herein, we describe experiments in which we analyze a series of novel and previously reported rexinoids for their ability to modulate specific gene pathways implicated in neurodegenerative disorders employing a U87 cell culture model. We demonstrate that, compared to the FDA-approved rexinoid bexarotene (1), several of these compounds are equally or more effective at stimulating gene expression via LXREs or Nurr1/NBREs and are superior at inducing ApoE and/or tyrosine hydroxylase (TH) gene and protein expression, including analogs 8, 9, 13, 14, 20, 23, and 24, suggesting a possible therapeutic role for these compounds in Alzheimer's or Parkinson's disease (PD). A subset of these potent RXR agonists can synergize with a presumed Nurr1 ligand and antimalarial drug (amodiaquine) to further enhance Nurr1/NBREs-directed transcription. This novel discovery has potential clinical implications for treatment of PD since it suggests that the combination of an RXR agonist and a Nurr1 ligand can significantly enhance RXR-Nurr1 heterodimer activity and drive enhanced therapeutic expression of the TH gene to increase endogenous synthesis of dopamine. These data indicate that is it possible and prudent to develop novel rexinoids for testing of gene expression and side effect profiles for use in potential treatment of neurodegenerative disorders, as individual rexinoids can have markedly different gene expression profiles but similar structures.
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Affiliation(s)
- Sanchita Mallick
- School of Mathematical and Natural Sciences, Arizona State University, Phoenix, Arizona 85306, United States
| | - Pamela A. Marshall
- School of Mathematical and Natural Sciences, Arizona State University, Phoenix, Arizona 85306, United States
| | - Carl E. Wagner
- School of Mathematical and Natural Sciences, Arizona State University, Phoenix, Arizona 85306, United States
| | - Michael C. Heck
- School of Mathematical and Natural Sciences, Arizona State University, Phoenix, Arizona 85306, United States
| | - Zhela L. Sabir
- School of Mathematical and Natural Sciences, Arizona State University, Phoenix, Arizona 85306, United States
| | - Marya S. Sabir
- School of Mathematical and Natural Sciences, Arizona State University, Phoenix, Arizona 85306, United States
| | - Christoper M. Dussik
- School of Mathematical and Natural Sciences, Arizona State University, Phoenix, Arizona 85306, United States
| | - Aleksandra Grozic
- School of Mathematical and Natural Sciences, Arizona State University, Phoenix, Arizona 85306, United States
| | - Ichiro Kaneko
- School of Mathematical and Natural Sciences, Arizona State University, Phoenix, Arizona 85306, United States
| | - Peter W. Jurutka
- School of Mathematical and Natural Sciences, Arizona State University, Phoenix, Arizona 85306, United States
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9
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Das BC, Dasgupta S, Ray SK. Potential therapeutic roles of retinoids for prevention of neuroinflammation and neurodegeneration in Alzheimer's disease. Neural Regen Res 2019; 14:1880-1892. [PMID: 31290437 PMCID: PMC6676868 DOI: 10.4103/1673-5374.259604] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2018] [Accepted: 03/20/2019] [Indexed: 01/03/2023] Open
Abstract
All retinoids, which can be natural and synthetic, are chemically related to vitamin A. Both natural and synthetic retinoids use specific nuclear receptors such as retinoic acid receptors and retinoid X receptors to activate specific signaling pathways in the cells. Retinoic acid signaling is extremely important in the central nervous system. Impairment of retinoic acid signaling pathways causes severe pathological processes in the central nervous system, especially in the adult brain. Retinoids have major roles in neural patterning, differentiation, axon outgrowth in normal development, and function of the brain. Impaired retinoic acid signaling results in neuroinflammation, oxidative stress, mitochondrial malfunction, and neurodegeneration leading to progressive Alzheimer's disease, which is pathologically characterized by extra-neuronal accumulation of amyloid plaques (aggregated amyloid-beta) and intra-neurofibrillary tangles (hyperphosphorylated tau protein) in the temporal lobe of the brain. Alzheimer's disease is the most common cause of dementia and loss of memory in old adults. Inactive cholinergic neurotransmission is responsible for cognitive deficits in Alzheimer's disease patients. Deficiency or deprivation of retinoic acid in mice is associated with loss of spatial learning and memory. Retinoids inhibit expression of chemokines and neuroinflammatory cytokines in microglia and astrocytes, which are activated in Alzheimer's disease. Stimulation of retinoic acid receptors and retinoid X receptors slows down accumulation of amyloids, reduces neurodegeneration, and thereby prevents pathogenesis of Alzheimer's disease in mice. In this review, we described chemistry and biochemistry of some natural and synthetic retinoids and potentials of retinoids for prevention of neuroinflammation and neurodegeneration in Alzheimer's disease.
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Affiliation(s)
- Bhaskar C. Das
- Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Somsankar Dasgupta
- Department of Neuroscience and Regenerative Medicine, Institute of Molecular Medicine and Genetics, Augusta University, Augusta, GA, USA
| | - Swapan K. Ray
- Department of Pathology, Microbiology, and Immunology, University of South Carolina School of Medicine, Columbia, SC, USA
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10
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Zhang D, Leal AS, Carapellucci S, Shahani PH, Bhogal JS, Ibrahim S, Raban S, Jurutka PW, Marshall PA, Sporn MB, Wagner CE, Liby KT. Testing Novel Pyrimidinyl Rexinoids: A New Paradigm for Evaluating Rexinoids for Cancer Prevention. Cancer Prev Res (Phila) 2019; 12:211-224. [PMID: 30760500 DOI: 10.1158/1940-6207.capr-18-0317] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2018] [Revised: 10/10/2018] [Accepted: 02/04/2019] [Indexed: 11/16/2022]
Abstract
Rexinoids, selective ligands for retinoid X receptors (RXR), have shown promise in preventing many types of cancer. However, the limited efficacy and undesirable lipidemic side-effects of the only clinically approved rexinoid, bexarotene, drive the search for new and better rexinoids. Here we report the evaluation of novel pyrimidinyl (Py) analogues of two known chemopreventive rexinoids, bexarotene (Bex) and LG100268 (LG268) in a new paradigm. We show that these novel derivatives were more effective agents than bexarotene for preventing lung carcinogenesis induced by a carcinogen. In addition, these new analogues have an improved safety profile. PyBex caused less elevation of plasma triglyceride levels than bexarotene, while PyLG268 reduced plasma cholesterol levels and hepatomegaly compared with LG100268. Notably, this new paradigm mechanistically emphasizes the immunomodulatory and anti-inflammatory activities of rexinoids. We reveal new immunomodulatory actions of the above rexinoids, especially their ability to diminish the percentage of macrophages and myeloid-derived suppressor cells in the lung and to redirect activation of M2 macrophages. The rexinoids also potently inhibit critical inflammatory mediators including IL6, IL1β, CCL9, and nitric oxide synthase (iNOS) induced by lipopolysaccharide. Moreover, in vitro iNOS and SREBP (sterol regulatory element-binding protein) induction assays correlate with in vivo efficacy and toxicity, respectively. Our results not only report novel pyrimidine derivatives of existing rexinoids, but also describe a series of biological screening assays that will guide the synthesis of additional rexinoids. Further progress in rexinoid synthesis, potency, and safety should eventually lead to a clinically acceptable and useful new drug for patients with cancer.
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Affiliation(s)
- Di Zhang
- Department of Pharmacology and Toxicology, Michigan State University, East Lansing, Michigan
| | - Ana S Leal
- Department of Pharmacology and Toxicology, Michigan State University, East Lansing, Michigan
| | - Sarah Carapellucci
- Department of Pharmacology and Toxicology, Michigan State University, East Lansing, Michigan
| | - Pritika H Shahani
- Arizona State University, School of Mathematical and Natural Sciences, Glendale, Arizona
| | - Jaskaran S Bhogal
- Arizona State University, School of Mathematical and Natural Sciences, Glendale, Arizona
| | - Samir Ibrahim
- Arizona State University, School of Mathematical and Natural Sciences, Glendale, Arizona
| | - San Raban
- Arizona State University, School of Mathematical and Natural Sciences, Glendale, Arizona
| | - Peter W Jurutka
- Arizona State University, School of Mathematical and Natural Sciences, Glendale, Arizona
| | - Pamela A Marshall
- Arizona State University, School of Mathematical and Natural Sciences, Glendale, Arizona
| | - Michael B Sporn
- Geisel School of Medicine at Dartmouth, Department of Pharmacology, Lebanon, New Hampshire
| | - Carl E Wagner
- Arizona State University, School of Mathematical and Natural Sciences, Glendale, Arizona
| | - Karen T Liby
- Department of Pharmacology and Toxicology, Michigan State University, East Lansing, Michigan.
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11
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Hanish BJ, Hackney Price JF, Kaneko I, Ma N, van der Vaart A, Wagner CE, Jurutka PW, Marshall PA. A novel gene expression analytics-based approach to structure aided design of rexinoids for development as next-generation cancer therapeutics. Steroids 2018; 135:36-49. [PMID: 29704526 PMCID: PMC5977990 DOI: 10.1016/j.steroids.2018.04.009] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2018] [Revised: 04/09/2018] [Accepted: 04/18/2018] [Indexed: 12/20/2022]
Abstract
Rexinoids are powerful ligands that bind to retinoid-X-receptors (RXRs) and show great promise as therapeutics for a wide range of diseases, including cancer. However, only one rexinoid, bexarotene (Targretin TM) has been successfully transitioned from the bench to the clinic and used to treat cutaneous T-cell lymphoma (CTCL). Our goal is to develop novel potent rexinoids with a less untoward side effect profile than bexarotene. To this end, we have synthesized a wide array of rexinoids with EC50 values and biological activity similar to bexarotene. In order to determine their suitability for additional downstream analysis, and to identify potential candidate analogs for clinical translation, we treated human CTCL cells in culture and employed microarray technology to assess gene expression profiles. We analyzed twelve rexinoids and found they could be stratified into three distinct categories based on their gene expression: similar to bexarotene, moderately different from bexarotene, and substantially different from bexarotene. Surprisingly, small changes in the structure of the bexarotene parent compound led to marked differences in gene expression profiles. Furthermore, specific analogs diverged markedly from our hypothesis in expression of genes expected to be important for therapeutic promise. However, promoter analysis of genes whose expression was analyzed indicates general regulatory trends along structural frameworks. Our results suggest that certain structural motifs, particularly the basic frameworks found in analog 4 and analog 9, represent important starting points to exploit in generating additional rexinoids for future study and therapeutic applications.
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Affiliation(s)
- Bentley J Hanish
- New College of Interdisciplinary Arts and Sciences, Arizona State University, Glendale, AZ, United States
| | - Jennifer F Hackney Price
- New College of Interdisciplinary Arts and Sciences, Arizona State University, Glendale, AZ, United States
| | - Ichiro Kaneko
- New College of Interdisciplinary Arts and Sciences, Arizona State University, Glendale, AZ, United States; University of Arizona College of Medicine-Phoenix, Department of Basic Medical Sciences, Phoenix, AZ, United States; Department of Molecular Nutrition, Institution of Health Bioscience, University of Tokushima Graduate School, Kuramoto-cho, Japan
| | - Ning Ma
- Department of Chemistry, University of South Florida, Tampa, FL 33620, United States
| | - Arjan van der Vaart
- Department of Chemistry, University of South Florida, Tampa, FL 33620, United States
| | - Carl E Wagner
- New College of Interdisciplinary Arts and Sciences, Arizona State University, Glendale, AZ, United States
| | - Peter W Jurutka
- New College of Interdisciplinary Arts and Sciences, Arizona State University, Glendale, AZ, United States; University of Arizona College of Medicine-Phoenix, Department of Basic Medical Sciences, Phoenix, AZ, United States; University of Arizona Cancer Center, Tucson, AZ, United States
| | - Pamela A Marshall
- New College of Interdisciplinary Arts and Sciences, Arizona State University, Glendale, AZ, United States.
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12
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Menéndez-Gutiérrez MP, Ricote M. The multi-faceted role of retinoid X receptor in bone remodeling. Cell Mol Life Sci 2017; 74:2135-2149. [PMID: 28105491 PMCID: PMC11107715 DOI: 10.1007/s00018-017-2458-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2016] [Revised: 12/20/2016] [Accepted: 01/04/2017] [Indexed: 02/07/2023]
Abstract
Retinoid X receptors (RXRs) form a unique subclass within the nuclear receptor (NR) superfamily of ligand-dependent transcription factors. RXRs are obligatory partners for a number of other NRs, placing RXRs in a coordinating role at the crossroads of multiple signaling pathways. In addition, RXRs can function as self-sufficient homodimers. Recent advances have revealed RXRs as novel regulators of osteoclastogenesis and bone remodeling. This review outlines the versatility of RXR action in the control of transcription of bone-forming osteoblasts and bone-resorbing osteoclasts, both through heterodimerization with other NRs and through RXR homodimerization. RXR signaling is currently a major therapeutic target and, therefore, knowledge of how RXR signaling affects bone remodeling creates enormous potential for the translation of basic research findings into successful clinical therapies to increase bone mass and improve bone quality.
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Affiliation(s)
- María P Menéndez-Gutiérrez
- Centro Nacional de Investigaciones Cardiovasculares Carlos III (CNIC), Melchor Fernández Almagro, 3, 28029, Madrid, Spain
| | - Mercedes Ricote
- Centro Nacional de Investigaciones Cardiovasculares Carlos III (CNIC), Melchor Fernández Almagro, 3, 28029, Madrid, Spain.
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13
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Heck MC, Wagner CE, Shahani PH, MacNeill M, Grozic A, Darwaiz T, Shimabuku M, Deans DG, Robinson NM, Salama SH, Ziller JW, Ma N, van der Vaart A, Marshall PA, Jurutka PW. Modeling, Synthesis, and Biological Evaluation of Potential Retinoid X Receptor (RXR)-Selective Agonists: Analogues of 4-[1-(3,5,5,8,8-Pentamethyl-5,6,7,8-tetrahydro-2-naphthyl)ethynyl]benzoic Acid (Bexarotene) and 6-(Ethyl(5,5,8,8-tetrahydronaphthalen-2-yl)amino)nicotinic Acid (NEt-TMN). J Med Chem 2016; 59:8924-8940. [DOI: 10.1021/acs.jmedchem.6b00812] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Michael C. Heck
- School
of Mathematical and Natural Sciences, New College of Interdisciplinary
Arts and Sciences, Arizona State University, 4701 West Thunderbird Road, Glendale, Arizona 85306, United States
| | - Carl E. Wagner
- School
of Mathematical and Natural Sciences, New College of Interdisciplinary
Arts and Sciences, Arizona State University, 4701 West Thunderbird Road, Glendale, Arizona 85306, United States
| | - Pritika H. Shahani
- School
of Mathematical and Natural Sciences, New College of Interdisciplinary
Arts and Sciences, Arizona State University, 4701 West Thunderbird Road, Glendale, Arizona 85306, United States
| | - Mairi MacNeill
- School
of Mathematical and Natural Sciences, New College of Interdisciplinary
Arts and Sciences, Arizona State University, 4701 West Thunderbird Road, Glendale, Arizona 85306, United States
| | - Aleksandra Grozic
- School
of Mathematical and Natural Sciences, New College of Interdisciplinary
Arts and Sciences, Arizona State University, 4701 West Thunderbird Road, Glendale, Arizona 85306, United States
| | - Tamana Darwaiz
- School
of Mathematical and Natural Sciences, New College of Interdisciplinary
Arts and Sciences, Arizona State University, 4701 West Thunderbird Road, Glendale, Arizona 85306, United States
| | - Micah Shimabuku
- School
of Mathematical and Natural Sciences, New College of Interdisciplinary
Arts and Sciences, Arizona State University, 4701 West Thunderbird Road, Glendale, Arizona 85306, United States
| | - David G. Deans
- School
of Mathematical and Natural Sciences, New College of Interdisciplinary
Arts and Sciences, Arizona State University, 4701 West Thunderbird Road, Glendale, Arizona 85306, United States
| | - Nathan M. Robinson
- School
of Mathematical and Natural Sciences, New College of Interdisciplinary
Arts and Sciences, Arizona State University, 4701 West Thunderbird Road, Glendale, Arizona 85306, United States
| | - Samer H. Salama
- School
of Mathematical and Natural Sciences, New College of Interdisciplinary
Arts and Sciences, Arizona State University, 4701 West Thunderbird Road, Glendale, Arizona 85306, United States
| | - Joseph W. Ziller
- Department
of Chemistry, University of California, Irvine, 576 Rowland Hall, Irvine, California 92697, United States
| | - Ning Ma
- Department
of Chemistry, University of South Florida, 4202 East Fowler Avenue, CHE 205, Tampa, Florida 33620, United States
| | - Arjan van der Vaart
- Department
of Chemistry, University of South Florida, 4202 East Fowler Avenue, CHE 205, Tampa, Florida 33620, United States
| | - Pamela A. Marshall
- School
of Mathematical and Natural Sciences, New College of Interdisciplinary
Arts and Sciences, Arizona State University, 4701 West Thunderbird Road, Glendale, Arizona 85306, United States
| | - Peter W. Jurutka
- School
of Mathematical and Natural Sciences, New College of Interdisciplinary
Arts and Sciences, Arizona State University, 4701 West Thunderbird Road, Glendale, Arizona 85306, United States
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