1
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Gurung D, Danielson JA, Tasnim A, Zhang JT, Zou Y, Liu JY. Proline Isomerization: From the Chemistry and Biology to Therapeutic Opportunities. BIOLOGY 2023; 12:1008. [PMID: 37508437 PMCID: PMC10376262 DOI: 10.3390/biology12071008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 06/27/2023] [Accepted: 07/07/2023] [Indexed: 07/30/2023]
Abstract
Proline isomerization, the process of interconversion between the cis- and trans-forms of proline, is an important and unique post-translational modification that can affect protein folding and conformations, and ultimately regulate protein functions and biological pathways. Although impactful, the importance and prevalence of proline isomerization as a regulation mechanism in biological systems have not been fully understood or recognized. Aiming to fill gaps and bring new awareness, we attempt to provide a wholistic review on proline isomerization that firstly covers what proline isomerization is and the basic chemistry behind it. In this section, we vividly show that the cause of the unique ability of proline to adopt both cis- and trans-conformations in significant abundance is rooted from the steric hindrance of these two forms being similar, which is different from that in linear residues. We then discuss how proline isomerization was discovered historically followed by an introduction to all three types of proline isomerases and how proline isomerization plays a role in various cellular responses, such as cell cycle regulation, DNA damage repair, T-cell activation, and ion channel gating. We then explore various human diseases that have been linked to the dysregulation of proline isomerization. Finally, we wrap up with the current stage of various inhibitors developed to target proline isomerases as a strategy for therapeutic development.
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Affiliation(s)
- Deepti Gurung
- Department of Medicine, University of Toledo College of Medicine, Toledo, OH 43614, USA
- Department of Cell and Cancer Biology, University of Toledo College of Medicine, Toledo, OH 43614, USA
| | - Jacob A Danielson
- Department of Medicine, University of Toledo College of Medicine, Toledo, OH 43614, USA
| | - Afsara Tasnim
- Department of Bioengineering, University of Toledo College of Engineering, Toledo, OH 43606, USA
| | - Jian-Ting Zhang
- Department of Cell and Cancer Biology, University of Toledo College of Medicine, Toledo, OH 43614, USA
| | - Yue Zou
- Department of Cell and Cancer Biology, University of Toledo College of Medicine, Toledo, OH 43614, USA
| | - Jing-Yuan Liu
- Department of Medicine, University of Toledo College of Medicine, Toledo, OH 43614, USA
- Department of Cell and Cancer Biology, University of Toledo College of Medicine, Toledo, OH 43614, USA
- Department of Bioengineering, University of Toledo College of Engineering, Toledo, OH 43606, USA
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2
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Burnett GL, Yang YC, Aggen JB, Pitzen J, Gliedt MK, Semko CM, Marquez A, Evans JW, Wang G, Won WS, Tomlinson ACA, Kiss G, Tzitzilonis C, Thottumkara AP, Cregg J, Mellem KT, Choi JS, Lee JC, Zhao Y, Lee BJ, Meyerowitz JG, Knox JE, Jiang J, Wang Z, Wildes D, Wang Z, Singh M, Smith JA, Gill AL. Discovery of RMC-5552, a Selective Bi-Steric Inhibitor of mTORC1, for the Treatment of mTORC1-Activated Tumors. J Med Chem 2022; 66:149-169. [PMID: 36533617 PMCID: PMC9841523 DOI: 10.1021/acs.jmedchem.2c01658] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Hyperactivation of mTOR kinase by mutations in the PI3K/mTOR pathway or by crosstalk with other mutant cancer drivers, such as RAS, is a feature of many tumors. Multiple allosteric inhibitors of mTORC1 and orthosteric dual inhibitors of mTORC1 and mTORC2 have been developed as anticancer drugs, but their clinical utility has been limited. To address these limitations, we have developed a novel class of "bi-steric inhibitors" that interact with both the orthosteric and the allosteric binding sites in order to deepen the inhibition of mTORC1 while also preserving selectivity for mTORC1 over mTORC2. In this report, we describe the discovery and preclinical profile of the development candidate RMC-5552 and the in vivo preclinical tool compound RMC-6272. We also present evidence that selective inhibition of mTORC1 in combination with covalent inhibition of KRASG12C shows increased antitumor activity in a preclinical model of KRASG12C mutant NSCLC that exhibits resistance to KRASG12C inhibitor monotherapy.
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3
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Wassarman DR, Bankapalli K, Pallanck LJ, Shokat KM. Tissue-restricted inhibition of mTOR using chemical genetics. Proc Natl Acad Sci U S A 2022; 119:e2204083119. [PMID: 36095197 PMCID: PMC9499525 DOI: 10.1073/pnas.2204083119] [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: 03/08/2022] [Accepted: 08/06/2022] [Indexed: 11/18/2022] Open
Abstract
Mammalian target of rapamycin (mTOR) is a highly conserved eukaryotic protein kinase that coordinates cell growth and metabolism, and plays a critical role in cancer, immunity, and aging. It remains unclear how mTOR signaling in individual tissues contributes to whole-organism processes because mTOR inhibitors, like the natural product rapamycin, are administered systemically and target multiple tissues simultaneously. We developed a chemical-genetic system, termed selecTOR, that restricts the activity of a rapamycin analog to specific cell populations through targeted expression of a mutant FKBP12 protein. This analog has reduced affinity for its obligate binding partner FKBP12, which reduces its ability to inhibit mTOR in wild-type cells and tissues. Expression of the mutant FKBP12, which contains an expanded binding pocket, rescues the activity of this rapamycin analog. Using this system, we show that selective mTOR inhibition can be achieved in Saccharomyces cerevisiae and human cells, and we validate the utility of our system in an intact metazoan model organism by identifying the tissues responsible for a rapamycin-induced developmental delay in Drosophila.
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Affiliation(s)
- Douglas R. Wassarman
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158
- HHMI, University of California, San Francisco, CA 94158
| | | | - Leo J. Pallanck
- Department of Genome Sciences, University of Washington, Seattle, WA 98195
| | - Kevan M. Shokat
- Department of Cellular and Molecular Pharmacology, University of California, San Francisco, CA 94158
- HHMI, University of California, San Francisco, CA 94158
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4
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Joshi DC, Gosse C, Huang SY, Lin JH. A Curvilinear-Path Umbrella Sampling Approach to Characterizing the Interactions Between Rapamycin and Three FKBP12 Variants. Front Mol Biosci 2022; 9:879000. [PMID: 35874613 PMCID: PMC9304761 DOI: 10.3389/fmolb.2022.879000] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Accepted: 05/12/2022] [Indexed: 11/13/2022] Open
Abstract
Rapamycin is an immunosuppressant macrolide that exhibits anti-proliferative properties through inhibiting the mTOR kinase. In fact, the drug first associates with the FKBP12 enzyme before interacting with the FRB domain of its target. Despite the availability of structural and thermodynamic information on the interaction of FKBP12 with rapamycin, the energetic and mechanistic understanding of this process is still incomplete. We recently reported a multiple-walker umbrella sampling simulation approach to characterizing the protein–protein interaction energetics along curvilinear paths. In the present paper, we extend our investigations to a protein-small molecule duo, the FKBP12•rapamycin complex. We estimate the binding free energies of rapamycin with wild-type FKBP12 and two mutants in which a hydrogen bond has been removed, D37V and Y82F. Furthermore, the underlying mechanistic details are analyzed. The calculated standard free energies of binding agree well with the experimental data, and the roles of the hydrogen bonds are shown to be quite different for each of these two mutated residues. On one hand, removing the carboxylate group of D37 strongly destabilizes the association; on the other hand, the hydroxyl group of Y82 is nearly unnecessary for the stability of the complex because some nonconventional, cryptic, indirect interaction mechanisms seem to be at work.
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Affiliation(s)
| | - Charlie Gosse
- Institut de Biologie de l’Ecole Normale Supérieure, ENS, CNRS, INSERM, PSL Research University, Paris, France
| | - Shu-Yu Huang
- Research Center for Applied Sciences, Academia Sinica, Taipei, Taiwan
| | - Jung-Hsin Lin
- Research Center for Applied Sciences, Academia Sinica, Taipei, Taiwan
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
- Biomedical Translation Research Center, National Biotechnology Research Park, Academia Sinica, Taipei, Taiwan
- School of Pharmacy, College of Medicine, National Taiwan University, Taipei, Taiwan
- College of Engineering Sciences, Chang Gung University, Taoyuan, Taiwan
- *Correspondence: Jung-Hsin Lin,
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5
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Singh AK, Saharan K, Baral S, Luan S, Vasudevan D. Crystal packing reveals rapamycin-mediated homodimerization of an FK506-binding domain. Int J Biol Macromol 2022; 206:670-680. [PMID: 35218805 DOI: 10.1016/j.ijbiomac.2022.02.107] [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: 12/01/2021] [Revised: 02/16/2022] [Accepted: 02/17/2022] [Indexed: 11/28/2022]
Abstract
Chemically induced dimerization (CID) is used to induce proximity and result in artificial complex formation between a pair of proteins involved in biological processes in cells to investigate and regulate these processes. The induced heterodimerization of FKBP fusion proteins by rapamycin and FK506 has been extensively exploited as a chemically induced dimerization system to regulate and understand highly dynamic cellular processes. Here, we report the crystal structure of the AtFKBP53 FKBD in complex with rapamycin. The crystal packing reveals an unusual feature whereby two rapamycin molecules appear to mediate homodimerization of the FKBD. The triene arm of rapamycin appears to play a significant role in forming this dimer. This forms the first structural report of rapamycin-mediated homodimerization of an FKBP. The structural information on the rapamycin-mediated FKBD dimerization may be employed to design and synthesize covalently linked dimeric rapamycin, which may subsequently serve as a chemically induced dimerization system for the regulation and characterization of cellular processes.
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Affiliation(s)
- Ajit Kumar Singh
- Institute of Life Sciences, Nalco Square, Chandrasekharpur, Bhubaneswar 751023, India
| | - Ketul Saharan
- Institute of Life Sciences, Nalco Square, Chandrasekharpur, Bhubaneswar 751023, India; Regional Centre for Biotechnology, Faridabad 121001, India
| | - Somanath Baral
- Institute of Life Sciences, Nalco Square, Chandrasekharpur, Bhubaneswar 751023, India; School of Biotechnology, KIIT University, Bhubaneswar 751024, India
| | - Sheng Luan
- Department of Plant and Microbial Biology, University of California, Berkeley, CA, 94720, USA
| | - Dileep Vasudevan
- Institute of Life Sciences, Nalco Square, Chandrasekharpur, Bhubaneswar 751023, India.
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6
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In Silico Strategy for Targeting the mTOR Kinase at Rapamycin Binding Site by Small Molecules. Molecules 2021; 26:molecules26041103. [PMID: 33669763 PMCID: PMC7922000 DOI: 10.3390/molecules26041103] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Revised: 02/11/2021] [Accepted: 02/17/2021] [Indexed: 11/17/2022] Open
Abstract
Computer aided drug-design methods proved to be powerful tools for the identification of new therapeutic agents. We employed a structure-based workflow to identify new inhibitors targeting mTOR kinase at rapamycin binding site. By combining molecular dynamics (MD) simulation and pharmacophore modelling, a simplified structure-based pharmacophore hypothesis was built starting from the FKBP12-rapamycin-FRB ternary complex retrieved from RCSB Protein Data Bank (PDB code 1FAP). Then, the obtained model was used as filter to screen the ZINC biogenic compounds library, containing molecules derived from natural sources or natural-inspired compounds. The resulting hits were clustered according to their similarity; moreover, compounds showing the highest pharmacophore fit-score were chosen from each cluster. The selected molecules were subjected to docking studies to clarify their putative binding mode. The binding free energy of the obtained complexes was calculated by MM/GBSA method and the hits characterized by the lowest ΔGbind values were identified as potential mTOR inhibitors. Furthermore, the stability of the resulting complexes was studied by means of MD simulation which revealed that the selected compounds were able to form a stable ternary complex with FKBP12 and FRB domain, thus underlining their potential ability to inhibit mTOR with a rapamycin-like mechanism.
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7
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Still Living Better through Chemistry: An Update on Caloric Restriction and Caloric Restriction Mimetics as Tools to Promote Health and Lifespan. Int J Mol Sci 2020; 21:ijms21239220. [PMID: 33287232 PMCID: PMC7729921 DOI: 10.3390/ijms21239220] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2020] [Revised: 11/30/2020] [Accepted: 11/30/2020] [Indexed: 02/06/2023] Open
Abstract
Caloric restriction (CR), the reduction of caloric intake without inducing malnutrition, is the most reproducible method of extending health and lifespan across numerous organisms, including humans. However, with nearly one-third of the world’s population overweight, it is obvious that caloric restriction approaches are difficult for individuals to achieve. Therefore, identifying compounds that mimic CR is desirable to promote longer, healthier lifespans without the rigors of restricting diet. Many compounds, such as rapamycin (and its derivatives), metformin, or other naturally occurring products in our diets (nutraceuticals), induce CR-like states in laboratory models. An alternative to CR is the removal of specific elements (such as individual amino acids) from the diet. Despite our increasing knowledge of the multitude of CR approaches and CR mimetics, the extent to which these strategies overlap mechanistically remains unclear. Here we provide an update of CR and CR mimetic research, summarizing mechanisms by which these strategies influence genome function required to treat age-related pathologies and identify the molecular fountain of youth.
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8
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Design and Applications of Bifunctional Small Molecules in Biology. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2020; 1869:140534. [PMID: 32871274 DOI: 10.1016/j.bbapap.2020.140534] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Revised: 08/17/2020] [Accepted: 08/27/2020] [Indexed: 12/12/2022]
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9
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Howard EH, Cain CF, Kang C, Del Valle JR. Synthesis of Enantiopure ε-Oxapipecolic Acid. J Org Chem 2019; 85:1680-1686. [DOI: 10.1021/acs.joc.9b02382] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Evan H. Howard
- Department of Chemistry, University of South Florida, Tampa, Florida 33620, United States
| | - Christopher F. Cain
- Department of Chemistry & Biochemistry, University of Notre Dame, Notre Dame, Indiana 46556, United States
| | - Changwon Kang
- Department of Chemistry, University of South Florida, Tampa, Florida 33620, United States
| | - Juan R. Del Valle
- Department of Chemistry & Biochemistry, University of Notre Dame, Notre Dame, Indiana 46556, United States
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10
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Livi GP. Halcyon days of TOR: Reflections on the multiple independent discovery of the yeast and mammalian TOR proteins. Gene 2019; 692:145-155. [DOI: 10.1016/j.gene.2018.12.046] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2018] [Revised: 12/13/2018] [Accepted: 12/20/2018] [Indexed: 12/24/2022]
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11
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Kolos JM, Voll AM, Bauder M, Hausch F. FKBP Ligands-Where We Are and Where to Go? Front Pharmacol 2018; 9:1425. [PMID: 30568592 PMCID: PMC6290070 DOI: 10.3389/fphar.2018.01425] [Citation(s) in RCA: 97] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Accepted: 11/19/2018] [Indexed: 12/24/2022] Open
Abstract
In recent years, many members of the FK506-binding protein (FKBP) family were increasingly linked to various diseases. The binding domain of FKBPs differs only in a few amino acid residues, but their biological roles are versatile. High-affinity ligands with selectivity between close homologs are scarce. This review will give an overview of the most prominent ligands developed for FKBPs and highlight a perspective for future developments. More precisely, human FKBPs and correlated diseases will be discussed as well as microbial FKBPs in the context of anti-bacterial and anti-fungal therapeutics. The last section gives insights into high-affinity ligands as chemical tools and dimerizers.
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Affiliation(s)
| | | | | | - Felix Hausch
- Department of Chemistry, Institute of Chemistry and Biochemistry, Darmstadt University of Technology, Darmstadt, Germany
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12
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Fujisawa I, Kitamura Y, Kato R, Aoki K. Crystal structures of resorcin[4]arene and pyrogallol[4]arene complexes with proline: A model for proline recognition through C H···π interaction. J Mol Struct 2018. [DOI: 10.1016/j.molstruc.2018.02.047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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13
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Steinbrecher T, Zhu C, Wang L, Abel R, Negron C, Pearlman D, Feyfant E, Duan J, Sherman W. Predicting the Effect of Amino Acid Single-Point Mutations on Protein Stability—Large-Scale Validation of MD-Based Relative Free Energy Calculations. J Mol Biol 2017; 429:948-963. [DOI: 10.1016/j.jmb.2016.12.007] [Citation(s) in RCA: 56] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2016] [Revised: 12/02/2016] [Accepted: 12/02/2016] [Indexed: 12/22/2022]
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14
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Study of molecular interactions between Chitosan and Vi Antigen. J Mol Graph Model 2017; 72:148-155. [DOI: 10.1016/j.jmgm.2016.12.015] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2016] [Revised: 08/25/2016] [Accepted: 12/29/2016] [Indexed: 01/09/2023]
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15
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Batra J, Tjong H, Zhou HX. Electrostatic effects on the folding stability of FKBP12. Protein Eng Des Sel 2016; 29:301-308. [PMID: 27381026 PMCID: PMC4955870 DOI: 10.1093/protein/gzw014] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2016] [Revised: 03/28/2016] [Accepted: 04/15/2016] [Indexed: 01/17/2023] Open
Abstract
The roles of electrostatic interactions in protein folding stability have been a matter of debate, largely due to the complexity in the theoretical treatment of these interactions. We have developed computational methods for calculating electrostatic effects on protein folding stability. To rigorously test and further refine these methods, here we carried out experimental studies into electrostatic effects on the folding stability of the human 12-kD FK506 binding protein (FKBP12). This protein has a close homologue, FKBP12.6, with amino acid substitutions in only 18 of their 107 residues. Of the 18 substitutions, 8 involve charged residues. Upon mutating FKBP12 residues at these 8 positions individually into the counterparts in FKBP12.6, the unfolding free energy (ΔGu) of FKBP12 changed by -0.3 to 0.7 kcal/mol. Accumulating stabilizing substitutions resulted in a mutant with a 0.9 kcal/mol increase in stability. Additional charge mutations were grafted from a thermophilic homologue, MtFKBP17, which aligns to FKBP12 with 31% sequence identity over 89 positions. Eleven such charge mutations were studied, with ΔΔGu varying from -2.9 to 0.1 kcal/mol. The predicted electrostatic effects by our computational methods with refinements herein had a root-mean-square deviation of 0.9 kcal/mol from the experimental ΔΔGu values on 16 single mutations of FKBP12. The difference in ΔΔGu between mutations grafted from FKBP12.6 and those from MtFKBP17 suggests that more distant homologues are less able to provide guidance for enhancing folding stability.
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Affiliation(s)
- Jyotica Batra
- Department of Physics and Institute of Molecular Biophysics, Florida State University, Tallahassee, FL 32306, USA
- Present address: Department of Chemistry and Physics, Bellarmine University, 2001 Newburg Road, Louisville, KY40205, USA
| | - Harianto Tjong
- Department of Physics and Institute of Molecular Biophysics, Florida State University, Tallahassee, FL 32306, USA
- Present address: Molecular and Computational Biology Section, Department of Biological Sciences, University of Southern California, Los Angeles, CA 90089, USA
| | - Huan-Xiang Zhou
- Department of Physics and Institute of Molecular Biophysics, Florida State University, Tallahassee, FL 32306, USA
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16
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Dunyak BM, Gestwicki JE. Peptidyl-Proline Isomerases (PPIases): Targets for Natural Products and Natural Product-Inspired Compounds. J Med Chem 2016; 59:9622-9644. [PMID: 27409354 DOI: 10.1021/acs.jmedchem.6b00411] [Citation(s) in RCA: 80] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Peptidyl-proline isomerases (PPIases) are a chaperone superfamily comprising the FK506-binding proteins (FKBPs), cyclophilins, and parvulins. PPIases catalyze the cis/trans isomerization of proline, acting as a regulatory switch during folding, activation, and/or degradation of many proteins. These "clients" include proteins with key roles in cancer, neurodegeneration, and psychiatric disorders, suggesting that PPIase inhibitors could be important therapeutics. However, the active site of PPIases is shallow, solvent-exposed, and well conserved between family members, making selective inhibitor design challenging. Despite these hurdles, macrocyclic natural products, including FK506, rapamycin, and cyclosporin, bind PPIases with nanomolar or better affinity. De novo attempts to derive new classes of inhibitors have been somewhat less successful, often showcasing the "undruggable" features of PPIases. Interestingly, the most potent of these next-generation molecules tend to integrate features of the natural products, including macrocyclization or proline mimicry strategies. Here, we review recent developments and ongoing challenges in the inhibition of PPIases, with a focus on how natural products might inform the creation of potent and selective inhibitors.
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Affiliation(s)
- Bryan M Dunyak
- Department of Biological Chemistry, University of Michigan Medical School , 1150 W. Medical Center Drive, Ann Arbor, Michigan 48109, United States.,Department of Pharmaceutical Chemistry, University of California at San Francisco , 675 Nelson Rising Lane, San Francisco, California 94158, United States
| | - Jason E Gestwicki
- Department of Pharmaceutical Chemistry, University of California at San Francisco , 675 Nelson Rising Lane, San Francisco, California 94158, United States
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17
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Nerattini F, Chelli R, Procacci P. II. Dissociation free energies in drug–receptor systems via nonequilibrium alchemical simulations: application to the FK506-related immunophilin ligands. Phys Chem Chem Phys 2016; 18:15005-18. [DOI: 10.1039/c5cp05521k] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The fast switch double annihilation method (FS-DAM) provides an effective mean to the compute the binding free energies in drug-receptor systems. Here we present an application to the FK506-related ligands of the FKBP12 protein.
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18
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Wride DA, Pourmand N, Bray WM, Kosarchuk JJ, Nisam SC, Quan TK, Berkeley RF, Katzman S, Hartzog GA, Dobkin CE, Scott Lokey R. Confirmation of the cellular targets of benomyl and rapamycin using next-generation sequencing of resistant mutants in S. cerevisiae. MOLECULAR BIOSYSTEMS 2015; 10:3179-87. [PMID: 25257345 DOI: 10.1039/c4mb00146j] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Investigating the mechanisms of action (MOAs) of bioactive compounds and the deconvolution of their cellular targets is an important and challenging undertaking. Drug resistance in model organisms such as S. cerevisiae has long been a means for discovering drug targets and MOAs. Strains are selected for resistance to a drug of interest, and the resistance mutations can often be mapped to the drug's molecular target using classical genetic techniques. Here we demonstrate the use of next generation sequencing (NGS) to identify mutations that confer resistance to two well-characterized drugs, benomyl and rapamycin. Applying NGS to pools of drug-resistant mutants, we develop a simple system for ranking single nucleotide polymorphisms (SNPs) based on their prevalence in the pool, and for ranking genes based on the number of SNPs that they contain. We clearly identified the known targets of benomyl (TUB2) and rapamycin (FPR1) as the highest-ranking genes under this system. The highest-ranking SNPs corresponded to specific amino acid changes that are known to confer resistance to these drugs. We also found that by screening in a pdr1Δ null background strain that lacks a transcription factor regulating the expression of drug efflux pumps, and by pre-screening mutants in a panel of unrelated anti-fungal agents, we were able to mitigate against the selection of multi-drug resistance (MDR) mutants. We call our approach "Mutagenesis to Uncover Targets by deep Sequencing", or "MUTseq", and show through this proof-of-concept study its potential utility in characterizing MOAs and targets of novel compounds.
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Affiliation(s)
- Dustin A Wride
- Department of Chemistry and Biochemistry, University of California, Santa Cruz, USA.
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19
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Bianchin A, Allemand F, Bell A, Chubb AJ, Guichou JF. Two crystal structures of the FK506-binding domain of Plasmodium falciparum FKBP35 in complex with rapamycin at high resolution. ACTA ACUST UNITED AC 2015; 71:1319-27. [PMID: 26057671 DOI: 10.1107/s1399004715006239] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2014] [Accepted: 03/26/2015] [Indexed: 11/10/2022]
Abstract
Antimalarial chemotherapy continues to be challenging in view of the emergence of drug resistance, especially artemisinin resistance in Southeast Asia. It is critical that novel antimalarial drugs are identified that inhibit new targets with unexplored mechanisms of action. It has been demonstrated that the immunosuppressive drug rapamycin, which is currently in clinical use to prevent organ-transplant rejection, has antimalarial effects. The Plasmodium falciparum target protein is PfFKBP35, a unique immunophilin FK506-binding protein (FKBP). This protein family binds rapamycin, FK506 and other immunosuppressive and non-immunosuppressive macrolactones. Here, two crystallographic structures of rapamycin in complex with the FK506-binding domain of PfFKBP35 at high resolution, in both its oxidized and reduced forms, are reported. In comparison with the human FKBP12-rapamycin complex reported previously, the structures reveal differences in the β4-β6 segment that lines the rapamycin binding site. Structural differences between the Plasmodium protein and human hFKBP12 include the replacement of Cys106 and Ser109 by His87 and Ile90, respectively. The proximity of Cys106 to the bound rapamycin molecule (4-5 Å) suggests possible routes for the rational design of analogues of rapamycin with specific antiparasitic activity. Comparison of the structures with the PfFKBD-FK506 complex shows that both drugs interact with the same binding-site residues. These two new structures highlight the structural differences and the specific interactions that must be kept in consideration for the rational design of rapamycin analogues with antimalarial activity that specifically bind to PfFKBP35 without immunosuppressive effects.
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Affiliation(s)
- Alessandra Bianchin
- Conway Institute of Biomolecular and Biomedical Science, University College Dublin, Dublin, Ireland
| | - Frederic Allemand
- Centre de Biochimie Structurale, CNRS UMR5048, INSERM U1054, Université de Montpellier, Montpellier, France
| | - Angus Bell
- Department of Microbiology, School of Genetics and Microbiology, Moyne Institute, Trinity College Dublin, Dublin, Ireland
| | - Anthony J Chubb
- Conway Institute of Biomolecular and Biomedical Science, University College Dublin, Dublin, Ireland
| | - Jean François Guichou
- Centre de Biochimie Structurale, CNRS UMR5048, INSERM U1054, Université de Montpellier, Montpellier, France
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Carosso S, Miller MJ. Nitroso Diels-Alder (NDA) reaction as an efficient tool for the functionalization of diene-containing natural products. Org Biomol Chem 2014; 12:7445-68. [PMID: 25119424 PMCID: PMC4161629 DOI: 10.1039/c4ob01033g] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
This review describes the use of nitroso Diels-Alder reactions for the functionalization of complex diene-containing natural products in order to generate libraries of compounds with potential biological activity. The application of this methodology to the structural modification of a series of natural products (thebaine, steroidal dienes, rapamycin, leucomycin, colchicine, isocolchicine and piperine) is discussed using relevant examples from the literature from 1973 onwards. The biological activity of the resulting compounds is also discussed. Additional comments are provided that evaluate the methodology as a useful tool in organic, bioorganic and medicinal chemistry.
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Affiliation(s)
- Serena Carosso
- Department of Chemistry and Biochemistry, 251 Nieuwland Science Hall, University of Notre Dame, Notre Dame, IN 46556, USA.
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Fujisawa I, Kitamura Y, Kato R, Murayama K, Aoki K. Crystal structures of resorcin[4]arene and pyrogallol[4]arene complexes with DL-pipecolinic acid. Model compounds for the recognition of the pipecolinyl ring, a key fragment of FK506, through C–H⋯π interaction. J Mol Struct 2014. [DOI: 10.1016/j.molstruc.2013.10.026] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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A structural biology approach enables the development of antimicrobials targeting bacterial immunophilins. Antimicrob Agents Chemother 2013; 58:1458-67. [PMID: 24366729 DOI: 10.1128/aac.01875-13] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
Macrophage infectivity potentiators (Mips) are immunophilin proteins and essential virulence factors for a range of pathogenic organisms. We applied a structural biology approach to characterize a Mip from Burkholderia pseudomallei (BpML1), the causative agent of melioidosis. Crystal structure and nuclear magnetic resonance analyses of BpML1 in complex with known macrocyclics and other derivatives led to the identification of a key chemical scaffold. This scaffold possesses inhibitory potency for BpML1 without the immunosuppressive components of related macrocyclic agents. Biophysical characterization of a compound series with this scaffold allowed binding site specificity in solution and potency determinations for rank ordering the set. The best compounds in this series possessed a low-micromolar affinity for BpML1, bound at the site of enzymatic activity, and inhibited a panel of homologous Mip proteins from other pathogenic bacteria, without demonstrating toxicity in human macrophages. Importantly, the in vitro activity of BpML1 was reduced by these compounds, leading to decreased macrophage infectivity and intracellular growth of Burkholderia pseudomallei. These compounds offer the potential for activity against a new class of antimicrobial targets and present the utility of a structure-based approach for novel antimicrobial drug discovery.
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Procacci P, Bizzarri M, Marsili S. Energy-Driven Undocking (EDU-HREM) in Solute Tempering Replica Exchange Simulations. J Chem Theory Comput 2013; 10:439-50. [DOI: 10.1021/ct400809n] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Affiliation(s)
- Piero Procacci
- Dipartimento
di Chimica, Università di Firenze, Via della Lastruccia 3, I-50019 Sesto Fiorentino, Italy
| | - Marco Bizzarri
- Dipartimento
di Chimica, Università di Firenze, Via della Lastruccia 3, I-50019 Sesto Fiorentino, Italy
| | - Simone Marsili
- Centro Nacional de Investigaciones Oncologicas, Calle de Melchor Fernández Almagro, 3, E-28029 Madrid, Spain
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Chaurasia S, Pieraccini S, De Gonda R, Conti S, Sironi M. Molecular insights into the stabilization of protein–protein interactions with small molecule: The FKBP12–rapamycin–FRB case study. Chem Phys Lett 2013. [DOI: 10.1016/j.cplett.2013.09.042] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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25
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Martina MR, Tenori E, Bizzarri M, Menichetti S, Caminati G, Procacci P. The precise chemical-physical nature of the pharmacore in FK506 binding protein inhibition: ElteX, a New class of nanomolar FKBP12 ligands. J Med Chem 2013; 56:1041-51. [PMID: 23301792 DOI: 10.1021/jm3015052] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Due to its central role in immunosuppression and cell proliferation and due to its specific peptidyl-prolyl-isomerase (PPI) function, the FKBP protein family is at the crossroad of several important metabolic pathways. Members of this family, and notably FK506 binding protein (FKBP12), are thought to be involved in neurodegenerative diseases such as Alzheimer disease, Parkinson disease, multiple sclerosis, amyotrophic lateral sclerosis, as well as in proliferation disorders and cancer. Using an interdisciplinary approach based on computational, synthetic, and experimental techniques, we show that the best potential binders for FKBP proteins optimally expose the two contiguous carbonyl oxygen in the proline-mimetic chain for FKBP docking and are characterized by the abundance of rigid quasi-cyclic structures stabilized in aqueous solution by intraligand hydrophobic interactions mimicking the macrolide structure of the natural FKBP binders FK506 and Rapamycin. These peculiar structural and chemical-physical features define at the same time an ElteX compound and the minimal pharmacore in the FKBP family, shedding new light on the isomerization mechanism of the PPI domain. On the basis of the above hypothesis, we have successfully designed and synthesized several nanomolar ElteX FKBP12 ligands. Among these, ElteN378 is a new low atomic weight ligand with affinity comparable to that of the macrolide Rapamycin.
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Affiliation(s)
- Maria Raffaella Martina
- Dipartimento di Chimica, Università di Firenze, Via della Lastruccia 3, I-50019 Sesto Fiorentino, Italy
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A modified amino acid network model contains similar and dissimilar weight. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2013; 2013:197892. [PMID: 23365624 PMCID: PMC3549380 DOI: 10.1155/2013/197892] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/07/2012] [Revised: 12/22/2012] [Accepted: 12/23/2012] [Indexed: 12/03/2022]
Abstract
For a more detailed description of the interaction between residues, this paper proposes an amino acid network model, which contains two types of weight—similar weight and dissimilar weight. The weight of the link is based on a self-consistent statistical contact potential between different types of amino acids. In this model, we can get a more reasonable representation of the distance between residues. Furthermore, with the network parameter, average shortest path length, we can get a more accurate reflection of the molecular size. This amino acid network is a “small-world” network, and the network parameter is sensitive to the conformation change of protein. For some disease-related proteins, the highly central residues of the amino acid network are highly correlated with the hot spots. In the compound with the related drug, these residues either interacted directly with the drug or with the residue which is in contact with the drug.
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Hopper JTS, Rawlings A, Afonso JP, Channing D, Layfield R, Oldham NJ. Evidence for the preservation of native inter- and intra-molecular hydrogen bonds in the desolvated FK-binding protein·FK506 complex produced by electrospray ionization. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2012; 23:1757-1767. [PMID: 22797884 DOI: 10.1007/s13361-012-0430-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/14/2012] [Revised: 06/06/2012] [Accepted: 06/06/2012] [Indexed: 06/01/2023]
Abstract
It is now well established that electrospray ionization (ESI) is capable of introducing noncovalent protein assemblies into a desolvated environment, thereby allowing their analysis by mass spectrometry. The degree to which native interactions from the solution phase are preserved in this environment is less clear. Site-directed mutagenesis of FK506-binding protein (FKBP) has been employed to probe specific intra- and inter-molecular interactions within the complex between FKBP and its ligand FK506. Collisional activation of wild-type and mutant-FKBP•FK506 ions, generated by ESI, demonstrated that removal of native protein-ligand interactions formed between residues Asp37, Tyr82, and FK506 significantly destabilized the complex. Mutation of Arg42 to Ala42, or Tyr26 to Phe26 also resulted in lower energy dissociation of the FKBP·FK506 complex. Although these residues do not form direct H-bonds to FK506, they interact with Asp37, ensuring its correct orientation to associate with the ligand. Comparison with solution-based affinity measurements of these mutants has been discussed, including the stabilization afforded by ordered water molecules. Ion mobility spectrometry (IMS) has been employed to provide gas-phase structural information on the unfolding of the complexes. The [M + 6H](6+) complexes of the wild-type and mutants have been shown to resist unfolding and retain compact conformations. However, removal of the basic Arg42 residue was found to induce significant structural weakening of the [M + 7H](7+) complex when raised to dissociation-level energies. Overall, destabilization of the FKBP·FK506 complex, resulting from targeted removal of specific H-bonds, provides evidence for the preservation of these interactions in the desolvated wild-type complex.
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Kobashigawa Y, Saio T, Ushio M, Sekiguchi M, Yokochi M, Ogura K, Inagaki F. Convenient method for resolving degeneracies due to symmetry of the magnetic susceptibility tensor and its application to pseudo contact shift-based protein-protein complex structure determination. JOURNAL OF BIOMOLECULAR NMR 2012; 53:53-63. [PMID: 22487935 PMCID: PMC3351616 DOI: 10.1007/s10858-012-9623-8] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/26/2012] [Accepted: 03/27/2012] [Indexed: 05/14/2023]
Abstract
Pseudo contact shifts (PCSs) induced by paramagnetic lanthanide ions fixed in a protein frame provide long-range distance and angular information, and are valuable for the structure determination of protein-protein and protein-ligand complexes. We have been developing a lanthanide-binding peptide tag (hereafter LBT) anchored at two points via a peptide bond and a disulfide bond to the target proteins. However, the magnetic susceptibility tensor displays symmetry, which can cause multiple degenerated solutions in a structure calculation based solely on PCSs. Here we show a convenient method for resolving this degeneracy by changing the spacer length between the LBT and target protein. We applied this approach to PCS-based rigid body docking between the FKBP12-rapamycin complex and the mTOR FRB domain, and demonstrated that degeneracy could be resolved using the PCS restraints obtained from two-point anchored LBT with two different spacer lengths. The present strategy will markedly increase the usefulness of two-point anchored LBT for protein complex structure determination.
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Affiliation(s)
- Yoshihiro Kobashigawa
- Department of Structural Biology, Faculty of Advanced Life Science, Hokkaido University, N-21, W-11, Kita-ku, Sapporo, 001-0021 Japan
| | - Tomohide Saio
- Department of Structural Biology, Faculty of Advanced Life Science, Hokkaido University, N-21, W-11, Kita-ku, Sapporo, 001-0021 Japan
| | - Masahiro Ushio
- Graduate School of Life Science, Hokkaido University, Sapporo, Japan
| | - Mitsuhiro Sekiguchi
- Analysis and Pharmacokinetics Research Labs, Department of Drug Discovery, Astellas Pharma Inc., Tokyo, Japan
| | - Masashi Yokochi
- Department of Structural Biology, Faculty of Advanced Life Science, Hokkaido University, N-21, W-11, Kita-ku, Sapporo, 001-0021 Japan
| | - Kenji Ogura
- Department of Structural Biology, Faculty of Advanced Life Science, Hokkaido University, N-21, W-11, Kita-ku, Sapporo, 001-0021 Japan
| | - Fuyuhiko Inagaki
- Department of Structural Biology, Faculty of Advanced Life Science, Hokkaido University, N-21, W-11, Kita-ku, Sapporo, 001-0021 Japan
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Zissimopoulos S, Seifan S, Maxwell C, Williams AJ, Lai FA. Disparities in the association of the ryanodine receptor and the FK506-binding proteins in mammalian heart. J Cell Sci 2012; 125:1759-69. [PMID: 22328519 DOI: 10.1242/jcs.098012] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The FK506-binding proteins (FKBP12 and FKBP12.6; also known as FKBP1A and FKBP1B, respectively) are accessory subunits of the ryanodine receptor (RyR) Ca(2+) release channel. Aberrant RyR2-FKBP12.6 interactions have been proposed to be the underlying cause of channel dysfunction in acquired and inherited cardiac disease. However, the stoichiometry of the RyR2 association with FKBP12 or FKBP12.6 in mammalian heart is currently unknown. Here, we describe detailed quantitative analysis of cardiac stoichiometry between RyR2 and FKBP12 or FKBP12.6 using immunoblotting and [(3)H]ryanodine-binding assays, revealing striking disparities between four mammalian species. In mouse and pig heart, RyR2 is found complexed with both FKBP12 and FKBP12.6, although the former is the most abundant isoform. In rat heart, RyR2 is predominantly associated with FKBP12.6, whereas in rabbit it is associated with FKBP12 only. Co-immunoprecipitation experiments demonstrate RyR2-specific interaction with both FKBP isoforms in native cardiac tissue. Assuming four FKBP-binding sites per RyR2 tetramer, only a small proportion of available sites are occupied by endogenous FKBP12.6. FKBP interactions with RyR2 are very strong and resistant to drug (FK506, rapamycin and cyclic ADPribose) and redox (H(2)O(2) and diamide) treatment. By contrast, the RyR1-FKBP12 association in skeletal muscle is readily disrupted under oxidative conditions. This is the first study to directly assess association of endogenous FKBP12 and FKBP12.6 with RyR2 in native cardiac tissue. Our results challenge the widespread perception that RyR2 associates exclusively with FKBP12.6 to near saturation, with important implications for the role of the FK506-binding proteins in RyR2 pathophysiology and cardiac disease.
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Affiliation(s)
- Spyros Zissimopoulos
- Wales Heart Research Institute, Department of Cardiology, Cardiff University School of Medicine, Cardiff, UK.
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Abstract
Nuclear Magnetic Resonance (NMR) techniques are widely used in the drug discovery process. The primary feature exploited in these investigations is the large difference in mass between drugs and receptors (usually proteins) and the effect this has on the rotational or translational correlation times for drugs bound to their targets. Many NMR parameters, such as the diffusion coefficient, spin diffusion, nuclear Overhauser enhancement, and transverse and longitudinal relaxation times, are strong functions of either the overall tumbling or translation of molecules in solution. This has led to the development of a wide variety of NMR techniques applicable to the elucidation of protein and nucleic acid structure in solution, the screening of drug candidates for binding to a target of choice, and the study of the conformational changes which occur in a target upon drug binding. High-throughput screening by NMR methods has recently received a boost from the introduction of sophisticated computational techniques for reducing the time needed for the acquisition of the primary NMR data for multidimensional studies.
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Affiliation(s)
- Laurel O Sillerud
- Department of Biochemistry and Molecular Biology, UNM HDC, University of New Mexico, Albuquerque, NM, USA.
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32
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Tyler B, Wadsworth S, Recinos V, Mehta V, Vellimana A, Li K, Rosenblatt J, Do H, Gallia GL, Siu IM, Wicks RT, Rudek MA, Zhao M, Brem H. Local delivery of rapamycin: a toxicity and efficacy study in an experimental malignant glioma model in rats. Neuro Oncol 2011; 13:700-9. [PMID: 21727209 DOI: 10.1093/neuonc/nor050] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Rapamycin, an anti-proliferative agent, is effective in the treatment of renal cell carcinoma and recurrent breast cancers. We proposed that this potent mammalian target of rapamycin inhibitor may be useful for the treatment of gliomas as well. We examined the cytotoxicity of rapamycin against a rodent glioma cell line, determined the toxicity of rapamycin when delivered intracranially, and investigated the efficacy of local delivery of rapamycin for the treatment of experimental malignant glioma in vivo. We also examined the dose-dependent efficacy of rapamycin and the effect when locally delivered rapamycin was combined with radiation therapy. Rapamycin was cytotoxic to 9L cells, causing 34% growth inhibition at a concentration of 0.01 µg/mL. No in vivo toxicity was observed when rapamycin was incorporated into biodegradable caprolactone-glycolide (35:65) polymer beads at 0.3%, 3%, and 30% loading doses and implanted intracranially. Three separate efficacy studies were performed to test the reproducibility of the effect of the rapamycin beads as well as the validity of this treatment approach. Animals treated with the highest dose of rapamycin beads tested (30%) consistently demonstrated significantly longer survival durations than the control and placebo groups. All dose-escalating rapamycin bead treatment groups (0.3%, 3% and 30%), treated both concurrently with tumor and in a delayed manner after tumor placement, experienced a significant increase in survival, compared with controls. Radiation therapy in addition to the simultaneous treatment with 30% rapamycin beads led to significantly longer survival duration than either therapy alone. These results suggest that the local delivery of rapamycin for the treatment of gliomas should be further investigated.
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Affiliation(s)
- Betty Tyler
- Department of Neurosurgery, Johns Hopkins Hospital, Baltimore, MD, USA.
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Bracher A, Kozany C, Thost AK, Hausch F. Structural characterization of the PPIase domain of FKBP51, a cochaperone of human Hsp90. ACTA CRYSTALLOGRAPHICA SECTION D: BIOLOGICAL CRYSTALLOGRAPHY 2011; 67:549-59. [PMID: 21636895 DOI: 10.1107/s0907444911013862] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/25/2011] [Accepted: 04/12/2011] [Indexed: 11/10/2022]
Abstract
Steroid hormone receptors are key components of mammalian stress and sex hormone systems. Many of them rely on the Hsp90 chaperone system for full function and are further fine-tuned by Hsp90-associated peptidyl-prolyl isomerases such as FK506-binding proteins 51 and 52. FK506-binding protein 51 (FKBP51) has been shown to reduce glucocorticoid receptor signalling and has been genetically associated with human stress resilience and with numerous psychiatric disorders. The peptidyl-prolyl isomerase domain of FKBP51 contains a high-affinity binding site for the natural products FK506 and rapamycin and has further been shown to convey most of the inhibitory activity on the glucocorticoid receptor. FKBP51 has therefore become a prime new target for the treatment of stress-related affective disorders that could be amenable to structure-based drug design. Here, a series of high-resolution structures of the peptidyl-prolyl isomerase domain of FKBP51 as well as a cocrystal structure with the prototypic ligand FK506 are described. These structures provide a detailed picture of the drug-binding domain of FKBP51 and the molecular binding mode of its ligand as a starting point for the rational design of improved inhibitors.
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Affiliation(s)
- Andreas Bracher
- Department of Cellular Biochemistry, Max Planck Institute of Biochemistry, Am Klopferspitz 18, 82152 Martinsried, Germany.
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Bizzarri M, Marsili S, Procacci P. Intraligand Hydrophobic Interactions Rationalize Drug Affinities for Peptidyl−Prolyl Cis−Trans Isomerase Protein. J Phys Chem B 2011; 115:6193-201. [DOI: 10.1021/jp110585p] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Marco Bizzarri
- Dipartimento di Chimica, Università di Firenze, Via della Lastruccia 3, I-50019 Sesto Fiorentino, Italy
| | - Simone Marsili
- Dipartimento di Chimica, Università di Firenze, Via della Lastruccia 3, I-50019 Sesto Fiorentino, Italy
| | - Piero Procacci
- Dipartimento di Chimica, Università di Firenze, Via della Lastruccia 3, I-50019 Sesto Fiorentino, Italy
- Centro Interdipartimentale per lo Studio delle Dinamiche Complesse (CSDC), Via Sansone 1, I-50019 Sesto Fiorentino, Italy
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Kozany C, März A, Kress C, Hausch F. Fluorescent probes to characterise FK506-binding proteins. Chembiochem 2009; 10:1402-10. [PMID: 19418507 DOI: 10.1002/cbic.200800806] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Talented all-rounders: Fluorescence polarisation assays were developed for members of the FK506-binding protein family by using fluorescent rapamycin analogues (demonstrated in the figure). These tracers retain medium to high affinity to all tested proteins (FKBP12, -12.6, -13, -25, -51, -52). They can be used for active-site titrations, competition assays with unlabelled ligands and enable a robust, miniaturized assay adequate for high-throughput screening.FK506-binding proteins (FKBPs) convey the immunosuppressive action of FK506 and rapamycin and mediate the neuroprotective properties of these compounds, and participate in the regulation of calcium channels. In addition, the larger homologues FKBP51 and FKBP52 act as cochaperones for Hsp90 and regulate the transactivational activity of steroid hormone receptors. To further characterize these FKBPs, we have synthesized fluorescein-coupled rapamycin analogues. In fluorescence polarization assays one of these compounds retained high affinity to all tested proteins (K(d): 0.1-20 nM) and could be used for active-site titrations. To adapt the fluorescence polarization assay for high-throughput purposes, a simplified rapamycin derivative was synthesized and labelled with fluorescein. This probe showed moderate affinity for the FK1 domains of FKBP51 (177 nM) and FKBP52 (469 nM) and allowed a highly robust, optimized, miniaturized assay (Z'>0.7) sufficient for high-throughput screening of large compound libraries.
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Affiliation(s)
- Christian Kozany
- Chemical Genomics Research Group, Max Planck Institute for Psychiatry, Kraepelinstrasse 2, 80804 Munich, Germany
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36
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Graziani EI. Recent advances in the chemistry, biosynthesis and pharmacology of rapamycin analogs. Nat Prod Rep 2009; 26:602-9. [DOI: 10.1039/b804602f] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
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Murata K, Fedorov DG, Nakanishi I, Kitaura K. Cluster Hydration Model for Binding Energy Calculations of Protein−Ligand Complexes. J Phys Chem B 2008; 113:809-17. [DOI: 10.1021/jp805007f] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Katsumi Murata
- Department of Theoretical Drug Design, Graduate School of Pharmaceutical Sciences, Kyoto University, Sakyo-ku, Kyoto, 606-8501 Japan, and National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki, 305-8568 Japan
| | - Dmitri G. Fedorov
- Department of Theoretical Drug Design, Graduate School of Pharmaceutical Sciences, Kyoto University, Sakyo-ku, Kyoto, 606-8501 Japan, and National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki, 305-8568 Japan
| | - Isao Nakanishi
- Department of Theoretical Drug Design, Graduate School of Pharmaceutical Sciences, Kyoto University, Sakyo-ku, Kyoto, 606-8501 Japan, and National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki, 305-8568 Japan
| | - Kazuo Kitaura
- Department of Theoretical Drug Design, Graduate School of Pharmaceutical Sciences, Kyoto University, Sakyo-ku, Kyoto, 606-8501 Japan, and National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Ibaraki, 305-8568 Japan
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Tjong H, Zhou HX. Accurate Calculations of Binding, Folding, and Transfer Free Energies by a Scaled Generalized Born Method. J Chem Theory Comput 2008; 4:1733-1744. [PMID: 23468599 DOI: 10.1021/ct8001656] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
The Poisson-Boltzmann (PB) equation is widely used for modeling solvation effects. The computational cost of PB has restricted its applications largely to single-conformation calculations. The generalized Born (GB) model provides an approximation at substantially reduced cost. Currently the best GB methods reproduce PB results for electrostatic solvation energies with errors at ~5 kcal/mol. When two proteins form a complex, the net electrostatic contributions to the binding free energy are typically of the order of 5 to 10 kcal/mol. Similarly, the net contributions of individual residues to protein folding free energy are < 5 kcal/mol. Clearly in these applications the accuracy of current GB methods is insufficient. Here we present a simple scaling scheme that allows our GB method, GBr6, to reproduce PB results for binding, folding, and transfer free energies with high accuracy. From an ensemble of conformations sampled from molecular dynamics simulations, five were judiciously selected for PB calculations. These PB results were used for scaling GBr6. Tests on the binding free energies of the barnase-barstar, GTPase-WASp, and U1A-U1hpII complexes and on the folding free energy of FKBP show that the effects of point mutations calculated by scaled GBr6 are accurate to within 0.3 kcal/mol of PB results. Similar accuracy was also achieved for the free energies of transfer for ribonuclease Sa and insulin from the crystalline phase to the solution phase at various pH's. This method makes it possible to thoroughly sample the transient-complex ensemble in predicting protein binding rate constants and to incorporate conformational sampling in electrostatic modeling (such as done in the MM-GBSA approach) without loss of accuracy.
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Affiliation(s)
- Harianto Tjong
- Department of Physics and Institute of Molecular Biophysics and School of Computational Science, Florida State University, Tallahassee, FL 32306
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Somarelli JA, Lee SY, Skolnick J, Herrera RJ. Structure-based classification of 45 FK506-binding proteins. Proteins 2008; 72:197-208. [PMID: 18214965 DOI: 10.1002/prot.21908] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The FK506-binding proteins (FKBPs) are a unique group of chaperones found in a wide variety of organisms. They perform a number of cellular functions including protein folding, regulation of cytokines, transport of steroid receptor complexes, nucleic acid binding, histone assembly, and modulation of apoptosis. These functions are mediated by specific domains that adopt distinct tertiary conformations. Using the Threading/ASSEmbly/Refinement (TASSER) approach, tertiary structures were predicted for a total of 45 FKBPs in 23 species. These models were compared with previously characterized FKBP solution structures and the predicted structures were employed to identify groups of homologous proteins. The resulting classification may be utilized to infer functional roles of newly discovered FKBPs. The three-dimensional conformations revealed that this family may have undergone several modifications throughout evolution, including loss of N- and C-terminal regions, duplication of FKBP domains as well as insertions of entire functional motifs. Docking simulations suggest that additional sequence segments outside FKBP domains may modulate the binding affinity of FKBPs to immunosuppressive drugs. The docking models also indicate the presence of a helix-loop-helix (HLH) region within a subset of FKBPs, which may be responsible for the interaction between this group of proteins and nucleic acids.
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Affiliation(s)
- J A Somarelli
- Department of Biological Sciences, OE304, Florida International University, Miami, Florida 33199, USA
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Porter JR, Stains CI, Jester BW, Ghosh I. A General and Rapid Cell-Free Approach for the Interrogation of Protein−Protein, Protein−DNA, and Protein−RNA Interactions and their Antagonists Utilizing Split-Protein Reporters. J Am Chem Soc 2008; 130:6488-97. [DOI: 10.1021/ja7114579] [Citation(s) in RCA: 62] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Jason R. Porter
- Department of Chemistry, University of Arizona, Tucson, Arizona 85721
| | - Cliff I. Stains
- Department of Chemistry, University of Arizona, Tucson, Arizona 85721
| | | | - Indraneel Ghosh
- Department of Chemistry, University of Arizona, Tucson, Arizona 85721
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Ceymann A, Horstmann M, Ehses P, Schweimer K, Paschke AK, Steinert M, Faber C. Solution structure of the Legionella pneumophila Mip-rapamycin complex. BMC STRUCTURAL BIOLOGY 2008; 8:17. [PMID: 18366641 PMCID: PMC2311308 DOI: 10.1186/1472-6807-8-17] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/09/2007] [Accepted: 03/17/2008] [Indexed: 11/28/2022]
Abstract
Background Legionella pneumphila is the causative agent of Legionnaires' disease. A major virulence factor of the pathogen is the homodimeric surface protein Mip. It shows peptidyl-prolyl cis/trans isomerase activty and is a receptor of FK506 and rapamycin, which both inhibit its enzymatic function. Insight into the binding process may be used for the design of novel Mip inhibitors as potential drugs against Legionnaires' disease. Results We have solved the solution structure of free Mip77–213 and the Mip77–213-rapamycin complex by NMR spectroscopy. Mip77–213 showed the typical FKBP-fold and only minor rearrangements upon binding of rapamycin. Apart from the configuration of a flexible hairpin loop, which is partly stabilized upon binding, the solution structure confirms the crystal structure. Comparisons to the structures of free FKBP12 and the FKBP12-rapamycin complex suggested an identical binding mode for both proteins. Conclusion The structural similarity of the Mip-rapamycin and FKBP12-rapamycin complexes suggests that FKBP12 ligands may be promising starting points for the design of novel Mip inhibitors. The search for a novel drug against Legionnaires' disease may therefore benefit from the large variety of known FKBP12 inhibitors.
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Affiliation(s)
- Andreas Ceymann
- Department of Experimental Physics 5, University of Würzburg, Würzburg, Germany.
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Tanaka K, Sasayama T, Mizukawa K, Kawamura A, Kondoh T, Hosoda K, Fujiwara T, Kohmura E. Specific mTOR inhibitor rapamycin enhances cytotoxicity induced by alkylating agent 1-(4-amino-2-methyl-5-pyrimidinyl)methyl-3-(2-chloroethyl)-3-nitrosourea (ACNU) in human U251 malignant glioma cells. J Neurooncol 2007; 84:233-44. [PMID: 17390104 DOI: 10.1007/s11060-007-9371-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2007] [Accepted: 03/01/2007] [Indexed: 12/22/2022]
Abstract
Loss of the PTEN tumor suppressor gene and amplification of the epidermal growth factor receptor (EGFR), which is common in malignant gliomas, result in activation of the mammalian target of rapamycin (mTOR). Rapamycin is a highly specific inhibitor of mTOR and induces a cytostatic effect in various glioma cell lines. DNA-damaging agents such as nitrosourea are widely used in malignant glioma treatment; therefore, we investigated the effect of rapamycin on cell growth and death in combination with 1-(4-amino-2-methyl-5-pyrimidinyl)methyl-3-(2-chloroethyl)-3-nitrosourea (ACNU, nimustine hydrochloride) in human glioma cells. In U251 malignant glioma (U251MG) cells, we confirmed that rapamycin enhanced ACNU-induced apoptosis. We found that rapamysin inhibited ACNU-induced p21 induction, and knocking down of p21 protein by siRNA enhanced ACNU-induced apoptosis in U251MG cells. Furthermore, adenovirus-mediated over-expression of p21 protein rescued U251MG cells from apoptosis induced by ACNU and rapamycin. Finally, treatment of intracerebral U251MG xenografts with a combination of rapamycin and ACNU in vivo resulted in statistically prolonged median survival (P<0.05). These results suggest that rapamycin in combination with DNA-damaging agents may be efficacious in the treatment of malignant gliomas.
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Affiliation(s)
- Kazuhiro Tanaka
- Department of Neurosurgery, Kobe University Graduate School of Medicine, 7-5-1, Kusunoki-cho, Chou-ku, Kobe, 650-0017, Japan.
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Nakanishi I, Fedorov DG, Kitaura K. Molecular recognition mechanism of FK506 binding protein: An all-electron fragment molecular orbital study. Proteins 2007; 68:145-58. [PMID: 17387719 DOI: 10.1002/prot.21389] [Citation(s) in RCA: 60] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
The fragment molecular orbital (FMO) method has enabled electronic structure calculations and geometry optimizations of very large molecules with ab initio quality. We applied the method to four FK506 binding protein (FKBP) complexes (denoted by their PDB codes 1fkb, 1fkf, 1fkg, and 1fki) containing rapamycin, FK506, and two synthetic ligands. The geometries of reduced complex models were optimized at the restricted Hartree-Fock (FMO-RHF) level using the 3-21G basis set, and then for a better estimate of binding, the energetics were refined at a higher level of theory (2nd order Møller-Plesset perturbation theory FMO-MP2 with the 6-31G* basis set). Thus, obtained binding energies were -103.9 (-82.0), -102.2 (-69.2), -70.1 (-57.7), and -71.3 (-55.3) kcal/mol for 1fkb, 1fkf, 1fkg, and 1fki, respectively, where the correlation contribution is given in parentheses. The results show that the electron correlation contribution to binding is extremely important, and it accounts for 70-80% of the binding energy. The molecular recognition mechanism of FKBP was analyzed in detail based on the FMO-pair interactions between protein residues and the ligands. Solvation effects on the protein-ligand binding were estimated using the Poisson-Boltzmann/surface area model.
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Affiliation(s)
- Isao Nakanishi
- Department of Theoretical Drug Design, Graduate School of Pharmaceutical Sciences, Kyoto University, Sakyo-ku, Kyoto, Japan.
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Free Energy Calculations: Use and Limitations in Predicting Ligand Binding Affinities. REVIEWS IN COMPUTATIONAL CHEMISTRY 2007. [DOI: 10.1002/9780470125939.ch4] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register]
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Tsang CK, Qi H, Liu LF, Zheng XFS. Targeting mammalian target of rapamycin (mTOR) for health and diseases. Drug Discov Today 2006; 12:112-24. [PMID: 17275731 DOI: 10.1016/j.drudis.2006.12.008] [Citation(s) in RCA: 310] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2006] [Revised: 11/16/2006] [Accepted: 12/07/2006] [Indexed: 12/17/2022]
Abstract
The macrolide rapamycin is used clinically to treat graft rejection and restenosis. Mammalian target of rapamycin (mTOR) is a central controller of cellular and organism growth that integrates nutrient and hormonal signals, and regulates diverse cellular processes. New studies have linked mTOR to several human diseases including cancer, diabetes, obesity, cardiovascular diseases and neurological disorders. Recent data have also revealed that mTOR is involved in the regulation of lifespan and in age-related diseases. These findings demonstrate the importance of growth control in the pathology of major diseases and overall human health, and underscore the therapeutic potential of the mTOR pathway.
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Affiliation(s)
- Chi Kwan Tsang
- Department of Pharmacology and Cancer Institute of New Jersey (CINJ) Robert Wood Johnson Medical School, 675 Hoes Lane, Piscataway, NJ 08854 USA
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Xu Y, Wang R. A computational analysis of the binding affinities of FKBP12 inhibitors using the MM-PB/SA method. Proteins 2006; 64:1058-68. [PMID: 16838311 DOI: 10.1002/prot.21044] [Citation(s) in RCA: 65] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
The FK506-binding proteins have been targets of pharmaceutical interests over years. We have studied the binding of a set of 12 nonimmunosuppressive small-molecule inhibitors to FKBP12 through molecular dynamics simulations. Each complex was subjected to 1-ns MD simulation conducted in an explicit solvent environment under constant temperature and pressure. The binding free energy of each complex was then computed by the MM-PB/SA method in the AMBER program. Our MM-PB/SA computation produced a good correlation between the experimentally determined and the computed binding free energies with a correlation coefficient (R(2)) of 0.93 and a standard deviation as low as 0.30 kcal/mol. The vibrational entropy term given by the normal mode analysis was found to be helpful for achieving this correlation. Moreover, an adjustment to one weight factor in the PB/SA model was essential to correct the absolute values of the final binding free energies to a reasonable range. A head-to-head comparison of our MM-PB/SA model with a previously reported Linear Response Approximation (LRA) model suggested that the MM-PB/SA method is more robust in binding affinity prediction for this class of compounds.
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Affiliation(s)
- Yong Xu
- State Key Laboratory of Bioorganic Chemistry, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, Shanghai, People's Republic of China
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Ritacco FV, Graziani EI, Summers MY, Zabriskie TM, Yu K, Bernan VS, Carter GT, Greenstein M. Production of novel rapamycin analogs by precursor-directed biosynthesis. Appl Environ Microbiol 2005; 71:1971-6. [PMID: 15812028 PMCID: PMC1082568 DOI: 10.1128/aem.71.4.1971-1976.2005] [Citation(s) in RCA: 37] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The natural product rapamycin, produced during fermentation by Streptomyces hygroscopicus, is known for its potent antifungal, immunosuppressive, and anticancer activities. During rapamycin biosynthesis, the amino acid l-pipecolate is incorporated into the rapamycin molecule. We investigated the use of precursor-directed biosynthesis to create new rapamycin analogs by substitution of unusual l-pipecolate analogs in place of the normal amino acid. Our results suggest that the l-pipecolate analog (+/-)-nipecotic acid inhibits the biosynthesis of l-pipecolate, thereby limiting the availability of this molecule for rapamycin biosynthesis. We used (+/-)-nipecotic acid in our precursor-directed biosynthesis studies to reduce l-pipecolate availability and thereby enhance the incorporation of other pipecolate analogs into the rapamycin molecule. We describe here the use of this method for production of two new sulfur-containing rapamycin analogs, 20-thiarapamycin and 15-deoxo-19-sulfoxylrapamycin, and report measurement of their binding to FKBP12.
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Affiliation(s)
- Frank V Ritacco
- Natural Products, Wyeth Research, 401 North Middletown Road, Building 205, Room 465, Pearl River, NY 10965, USA.
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Gatto GJ, McLoughlin SM, Kelleher NL, Walsh CT. Elucidating the Substrate Specificity and Condensation Domain Activity of FkbP, the FK520 Pipecolate-Incorporating Enzyme. Biochemistry 2005; 44:5993-6002. [PMID: 15835888 DOI: 10.1021/bi050230w] [Citation(s) in RCA: 54] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Rapamycin, FK506, and FK520 are potent immunosuppressant natural product macrocycles generated by hybrid polyketide synthase (PKS)/nonribosomal peptide synthetase (NRPS) systems in streptomycetes. An important functional element within these molecules is an l-pipecolate moiety that is incorporated into the completed polyketide chain by the action of RapP/FkbP, a four-domain NRPS that also putatively serves to cyclize the chain after amino acid insertion. Here we report the expression and purification of recombinant FkbP from the FK520 biosynthetic pathway. Using a combination of radioassays and Fourier transform mass spectrometry, we demonstrate that once FkbP has been phosphopantetheinylated in vitro, its peptidyl carrier protein domain can be successfully loaded with l-pipecolic acid and, to a lesser extent, l-proline. The first condensation domain of FkbP is shown to be active through the successful acetylation of aminoacyl-S-FkbP using the appropriately loaded terminal acyl carrier protein from the PKS array, FkbA, as the chain donor. Site-directed mutagenesis confirmed that the N-terminal condensation domain catalyzes the transfer reaction. Acetylation of prolyl-S-FkbP was more rapid and occurred to a greater extent than that of pipecolyl-S-FkbP, a trend which was also observed with alternative acyl chain donors. These observations suggest that the adenylation domain of FkbP serves as the primary selectivity filter for pipecolate incorporation.
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Affiliation(s)
- Gregory J Gatto
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, Massachusetts 02115, USA
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