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Peptidomic profiling of cerebrospinal fluid from patients with intracranial saccular aneurysms. J Proteomics 2021; 240:104188. [PMID: 33781962 DOI: 10.1016/j.jprot.2021.104188] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Revised: 02/25/2021] [Accepted: 03/09/2021] [Indexed: 01/05/2023]
Abstract
Intracranial saccular aneurysms (ISA) represent 90%-95% of all intracranial aneurysm cases, characterizing abnormal pockets at arterial branch points. Ruptures lead to subarachnoid hemorrhages (SAH) and poor prognoses. We applied mass spectrometry-based peptidomics to investigate the peptidome of twelve cerebrospinal fluid (CSF) samples collected from eleven patients diagnosed with ISA. For peptide profile analyses, participants were classified into: 1) ruptured intracranial saccular aneurysms (RIA), 2) unruptured intracranial saccular aneurysms (UIA), and late-ruptured intracranial saccular aneurysms (LRIA). Altogether, a total of 2199 peptides were detected by both Mascot and Peaks software, from which 484 (22.0%) were unique peptides. All unique peptides presented conserved chains, domains, regions of protein modulation and/or post-translational modification sites related to human diseases. Gene Ontology (GO) analyses of peptide precursor proteins showed that 42% are involved in binding, 56% in cellular anatomical entities, and 39% in intercellular signaling molecules. Unique peptides identified in patients diagnosed with RIA have a larger molecular weight and a distinctive developmental process compared to UIA and LRIA (P ≤ 0.05). Continued investigations will allow the characterization of the biological and clinical significance of the peptides identified in the present study, as well as identify prototypes for peptide-based pharmacological therapies to treat ISA. SIGNIFICANCE.
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2
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Abstract
Proteasomes are large, multicatalytic protein complexes that cleave cellular proteins into peptides. There are many distinct forms of proteasomes that differ in catalytically active subunits, regulatory subunits, and associated proteins. Proteasome inhibitors are an important class of drugs for the treatment of multiple myeloma and mantle cell lymphoma, and they are being investigated for other diseases. Bortezomib (Velcade) was the first proteasome inhibitor to be approved by the US Food and Drug Administration. Carfilzomib (Kyprolis) and ixazomib (Ninlaro) have recently been approved, and more drugs are in development. While the primary mechanism of action is inhibition of the proteasome, the downstream events that lead to selective cell death are not entirely clear. Proteasome inhibitors have been found to affect protein turnover but at concentrations that are much higher than those achieved clinically, raising the possibility that some of the effects of proteasome inhibitors are mediated by other mechanisms.
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Affiliation(s)
- Lloyd D. Fricker
- Department of Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, New York 10461, USA
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3
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Park HM, Satta R, Davis RG, Goo YA, LeDuc RD, Fellers RT, Greer JB, Romanova EV, Rubakhin SS, Tai R, Thomas PM, Sweedler JV, Kelleher NL, Patrie SM, Lasek AW. Multidimensional Top-Down Proteomics of Brain-Region-Specific Mouse Brain Proteoforms Responsive to Cocaine and Estradiol. J Proteome Res 2019; 18:3999-4012. [PMID: 31550894 DOI: 10.1021/acs.jproteome.9b00481] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Cocaine addiction afflicts nearly 1 million adults in the United States, and to date, there are no known treatments approved for this psychiatric condition. Women are particularly vulnerable to developing a cocaine use disorder and suffer from more serious cardiac consequences than men when using cocaine. Estrogen is one biological factor contributing to the increased risk for females to develop problematic cocaine use. Animal studies have demonstrated that estrogen (17β-estradiol or E2) enhances the rewarding properties of cocaine. Although E2 affects the dopamine system, the molecular and cellular mechanisms of E2-enhanced cocaine reward have not been characterized. In this study, quantitative top-down proteomics was used to measure intact proteins in specific regions of the female mouse brain after mice were trained for cocaine-conditioned place preference, a behavioral test of cocaine reward. Several proteoform changes occurred in the ventral tegmental area after combined cocaine and E2 treatments, with the most numerous proteoform alterations on myelin basic protein, indicating possible changes in white matter structure. There were also changes in histone H4, protein phosphatase inhibitors, cholecystokinin, and calmodulin proteoforms. These observations provide insight into estrogen signaling in the brain and may guide new approaches to treating women with cocaine use disorder.
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Affiliation(s)
- Hae-Min Park
- Departments of Chemistry, Molecular Biosciences, and The Proteomics Center of Excellence , Northwestern University , 2145 North Sheridan Road , Evanston , Illinois 60208 , United States
| | - Rosalba Satta
- Department of Psychiatry , University of Illinois at Chicago , 1601 West Taylor Street , Chicago , Illinois 60612 , United States
| | - Roderick G Davis
- Departments of Chemistry, Molecular Biosciences, and The Proteomics Center of Excellence , Northwestern University , 2145 North Sheridan Road , Evanston , Illinois 60208 , United States
| | - Young Ah Goo
- Departments of Chemistry, Molecular Biosciences, and The Proteomics Center of Excellence , Northwestern University , 2145 North Sheridan Road , Evanston , Illinois 60208 , United States
| | - Richard D LeDuc
- Departments of Chemistry, Molecular Biosciences, and The Proteomics Center of Excellence , Northwestern University , 2145 North Sheridan Road , Evanston , Illinois 60208 , United States
| | - Ryan T Fellers
- Departments of Chemistry, Molecular Biosciences, and The Proteomics Center of Excellence , Northwestern University , 2145 North Sheridan Road , Evanston , Illinois 60208 , United States
| | - Joseph B Greer
- Departments of Chemistry, Molecular Biosciences, and The Proteomics Center of Excellence , Northwestern University , 2145 North Sheridan Road , Evanston , Illinois 60208 , United States
| | - Elena V Romanova
- Department of Chemistry , University of Illinois , Urbana-Champaign, 600 South Mathews Avenue , Urbana , Illinois 61801 , United States
| | - Stanislav S Rubakhin
- Department of Chemistry , University of Illinois , Urbana-Champaign, 600 South Mathews Avenue , Urbana , Illinois 61801 , United States
| | - Rex Tai
- Department of Psychiatry , University of Illinois at Chicago , 1601 West Taylor Street , Chicago , Illinois 60612 , United States
| | - Paul M Thomas
- Departments of Chemistry, Molecular Biosciences, and The Proteomics Center of Excellence , Northwestern University , 2145 North Sheridan Road , Evanston , Illinois 60208 , United States
| | - Jonathan V Sweedler
- Department of Chemistry , University of Illinois , Urbana-Champaign, 600 South Mathews Avenue , Urbana , Illinois 61801 , United States
| | - Neil L Kelleher
- Departments of Chemistry, Molecular Biosciences, and The Proteomics Center of Excellence , Northwestern University , 2145 North Sheridan Road , Evanston , Illinois 60208 , United States
| | - Steven M Patrie
- Departments of Chemistry, Molecular Biosciences, and The Proteomics Center of Excellence , Northwestern University , 2145 North Sheridan Road , Evanston , Illinois 60208 , United States
| | - Amy W Lasek
- Department of Psychiatry , University of Illinois at Chicago , 1601 West Taylor Street , Chicago , Illinois 60612 , United States
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4
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Dowd S, Mustroph ML, Romanova EV, Southey BR, Pinardo H, Rhodes JS, Sweedler JV. Exploring Exercise- and Context-Induced Peptide Changes in Mice by Quantitative Mass Spectrometry. ACS OMEGA 2018; 3:13817-13827. [PMID: 30411050 PMCID: PMC6210063 DOI: 10.1021/acsomega.8b01713] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/19/2018] [Accepted: 10/08/2018] [Indexed: 06/08/2023]
Abstract
Recent research suggests that exercise may help facilitate abstinence from cocaine addiction, though the mechanisms are not well understood. In mice, wheel running accelerates the extinction of conditioned place preference (CPP) for cocaine, providing an animal model for evaluating potential neurological mechanisms. The objective of this study was to quantify dynamic changes in endogenous peptides in the amygdala and dentate gyrus of the hippocampus in mice exposed to a context paired with the effects of cocaine, and in response to exercise. Male C57BL/6J mice conditioned to cocaine were housed with or without running wheels for 30 days. Following a CPP test and final exposure to either a cocaine- or saline-associated context, peptides were measured in brain tissue extracts using label-free matrix-assisted laser desorption/ionization mass spectrometry (MS) and stable isotopic labeling with liquid chromatography and electrospray ionization MS. CPP in mice was significantly reduced with running, which correlated to decreased myelin basic protein derivatives in the dentate gyrus extracts, possibly reflecting increased unmyelinated granule neuron density. Exposure to a cocaine-paired context increased hemoglobin-derived peptides in runners and decreased an actin-derived peptide in sedentary animals. These results allowed us to characterize a novel set of biomarkers that are responsive to exercise in the hippocampus and in a cocaine-paired context in the amygdala.
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Affiliation(s)
- Sarah
E. Dowd
- Department
of Chemistry, Neuroscience Program, Beckman Institute, Department of Animal Sciences, and Department of
Psychology, University of Illinois at Urbana-Champaign, 600 S. Mathews Avenue, 63-5, Urbana, Illinois 61801, United States
| | - Martina L. Mustroph
- Department
of Chemistry, Neuroscience Program, Beckman Institute, Department of Animal Sciences, and Department of
Psychology, University of Illinois at Urbana-Champaign, 600 S. Mathews Avenue, 63-5, Urbana, Illinois 61801, United States
| | - Elena V. Romanova
- Department
of Chemistry, Neuroscience Program, Beckman Institute, Department of Animal Sciences, and Department of
Psychology, University of Illinois at Urbana-Champaign, 600 S. Mathews Avenue, 63-5, Urbana, Illinois 61801, United States
| | - Bruce R. Southey
- Department
of Chemistry, Neuroscience Program, Beckman Institute, Department of Animal Sciences, and Department of
Psychology, University of Illinois at Urbana-Champaign, 600 S. Mathews Avenue, 63-5, Urbana, Illinois 61801, United States
| | - Heinrich Pinardo
- Department
of Chemistry, Neuroscience Program, Beckman Institute, Department of Animal Sciences, and Department of
Psychology, University of Illinois at Urbana-Champaign, 600 S. Mathews Avenue, 63-5, Urbana, Illinois 61801, United States
| | - Justin S. Rhodes
- Department
of Chemistry, Neuroscience Program, Beckman Institute, Department of Animal Sciences, and Department of
Psychology, University of Illinois at Urbana-Champaign, 600 S. Mathews Avenue, 63-5, Urbana, Illinois 61801, United States
| | - Jonathan V. Sweedler
- Department
of Chemistry, Neuroscience Program, Beckman Institute, Department of Animal Sciences, and Department of
Psychology, University of Illinois at Urbana-Champaign, 600 S. Mathews Avenue, 63-5, Urbana, Illinois 61801, United States
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5
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Paine ML, Ellis SR, Maloney D, Heeren RMA, Verhaert PDEM. Digestion-Free Analysis of Peptides from 30-year-old Formalin-Fixed, Paraffin-Embedded Tissue by Mass Spectrometry Imaging. Anal Chem 2018; 90:9272-9280. [PMID: 29975508 PMCID: PMC6150647 DOI: 10.1021/acs.analchem.8b01838] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Accepted: 07/05/2018] [Indexed: 02/06/2023]
Abstract
Formalin-fixed neuroendocrine tissues from American cockroaches ( Periplaneta americana) embedded in paraffin more than 30 years ago were recently analyzed by matrix-assisted laser desorption/ionization mass spectrometry imaging (MALDI-MSI), to reveal the histological localization of more than 20 peptide ions. These represented protonated, and other cationic species of, at least, 14 known neuropeptides. The characterization of peptides in such historical samples was made possible by a novel sample preparation protocol rendering the endogenous peptides readily amenable to MSI analysis. The protocol comprises brief deparaffinization steps involving xylene and ethanol, and is further devoid of conventional aqueous washing, buffer incubations, or antigen retrieval steps. Endogenous secretory peptides that are typically highly soluble are therefore retained in-tissue with this protocol. The method is fully "top-down", that is, without laborious in situ enzymatic digestion that typically disturbs the detection of low-abundance endogenous peptides by MSI. Peptide identifications were supported by accurate mass, on-tissue tandem MS analyses, and by earlier MALDI-MSI results reported for freshly prepared P. americana samples. In contrast to earlier literature accounts stating that MALDI-MSI detection of endogenous peptides is possible only in fresh or freshly frozen tissues, or exceptionally, in formalin-fixed, paraffin-embedded (FFPE) material of less than 1 year old, we demonstrate that MALDI-MSI works for endogenous peptides in FFPE tissue of up to 30 years old. Our findings put forward a useful method for digestion-free, high-throughput analysis of endogenous peptides from FFPE samples and offer the potential for reinvestigating archived and historically interesting FFPE material, such as those stored in hospital biobanks.
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Affiliation(s)
- Martin
R. L. Paine
- Maastricht
MultiModal Molecular Imaging (M4I) Institute, Division of Imaging
Mass Spectrometry, Maastricht University, Universiteitssingel 50, 6229ER Maastricht, The Netherlands
| | - Shane R. Ellis
- Maastricht
MultiModal Molecular Imaging (M4I) Institute, Division of Imaging
Mass Spectrometry, Maastricht University, Universiteitssingel 50, 6229ER Maastricht, The Netherlands
| | - Dan Maloney
- Bioinformatics
Solutions Inc., 470 Weber Street North, Waterloo, Ontario N2L 6J2, Canada
| | - Ron M. A. Heeren
- Maastricht
MultiModal Molecular Imaging (M4I) Institute, Division of Imaging
Mass Spectrometry, Maastricht University, Universiteitssingel 50, 6229ER Maastricht, The Netherlands
| | - Peter D. E. M. Verhaert
- Maastricht
MultiModal Molecular Imaging (M4I) Institute, Division of Imaging
Mass Spectrometry, Maastricht University, Universiteitssingel 50, 6229ER Maastricht, The Netherlands
- ProteoFormiX,
Janssen Pharmaceutica Campus, Turnhoutseweg
30, B2340 Beerse, Belgium
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6
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Berezniuk I, Rodriguiz RM, Zee ML, Marcus DJ, Pintar J, Morgan DJ, Wetsel WC, Fricker LD. ProSAAS-derived peptides are regulated by cocaine and are required for sensitization to the locomotor effects of cocaine. J Neurochem 2017; 143:268-281. [PMID: 28881029 DOI: 10.1111/jnc.14209] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2017] [Revised: 08/08/2017] [Accepted: 08/21/2017] [Indexed: 12/11/2022]
Abstract
To identify neuropeptides that are regulated by cocaine, we used a quantitative peptidomic technique to examine the relative levels of neuropeptides in several regions of mouse brain following daily intraperitoneal administration of 10 mg/kg cocaine or saline for 7 days. A total of 102 distinct peptides were identified in one or more of the following brain regions: nucleus accumbens, caudate putamen, frontal cortex, and ventral tegmental area. None of the peptides detected in the caudate putamen or frontal cortex were altered by cocaine administration. Three peptides in the nucleus accumbens and seven peptides in the ventral tegmental area were significantly decreased in cocaine-treated mice. Five of these ten peptides are derived from proSAAS, a secretory pathway protein and neuropeptide precursor. To investigate whether proSAAS peptides contribute to the physiological effects of psychostimulants, we examined acute responses to cocaine and amphetamine in the open field with wild-type (WT) and proSAAS knockout (KO) mice. Locomotion was stimulated more robustly in the WT compared to mutant mice for both psychostimulants. Behavioral sensitization to amphetamine was not maintained in proSAAS KO mice and these mutants failed to sensitize to cocaine. To determine whether the rewarding effects of cocaine were altered, mice were tested in conditioned place preference (CPP). Both WT and proSAAS KO mice showed dose-dependent CPP to cocaine that was not distinguished by genotype. Taken together, these results suggest that proSAAS-derived peptides contribute differentially to the behavioral sensitization to psychostimulants, while the rewarding effects of cocaine appear intact in mice lacking proSAAS.
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Affiliation(s)
- Iryna Berezniuk
- Department of Neuroscience, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Ramona M Rodriguiz
- Department of Psychiatry and Behavioral Sciences, Mouse Behavioral and Neuroendocrine Analysis Core Facility, Duke University Medical Center, Durham, North Carolina, USA
| | - Michael L Zee
- Department of Anesthesiology and Perioperative Medicine, Penn State University College of Medicine, Hershey, Pennsylvania, USA
| | - David J Marcus
- Department of Anesthesiology and Perioperative Medicine, Penn State University College of Medicine, Hershey, Pennsylvania, USA
| | - John Pintar
- Department of Neuroscience and Cell Biology, Rutgers Robert Wood Johnson Medical School, Piscataway, New Jersey, USA
| | - Daniel J Morgan
- Department of Anesthesiology and Perioperative Medicine, Penn State University College of Medicine, Hershey, Pennsylvania, USA
| | - William C Wetsel
- Department of Psychiatry and Behavioral Sciences, Mouse Behavioral and Neuroendocrine Analysis Core Facility, Duke University Medical Center, Durham, North Carolina, USA.,Departments of Neurobiology and Cell Biology, Duke University Medical Center, Durham, North Carolina, USA
| | - Lloyd D Fricker
- Department of Neuroscience, Albert Einstein College of Medicine, Bronx, New York, USA.,Department of Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, New York, USA
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7
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HINT1 in Neuropsychiatric Diseases: A Potential Neuroplastic Mediator. Neural Plast 2017; 2017:5181925. [PMID: 29214080 PMCID: PMC5682914 DOI: 10.1155/2017/5181925] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2017] [Revised: 08/23/2017] [Accepted: 09/18/2017] [Indexed: 01/25/2023] Open
Abstract
Although many studies have investigated the functions of histidine triad nucleotide-binding protein 1 (HINT1), its roles in neurobiological processes remain to be fully elucidated. As a member of the histidine triad (HIT) enzyme superfamily, HINT1 is distributed in almost every organ and has both enzymatic and nonenzymatic activity. Accumulating clinical and preclinical evidence suggests that HINT1 may play an important role as a neuroplastic mediator in neuropsychiatric diseases, such as schizophrenia, inherited peripheral neuropathies, mood disorders, and drug addiction. Though our knowledge of HINT1 is limited, it is believed that further research on the neuropathological functions of HINT1 would eventually benefit patients with neuropsychiatric and even psychosomatic diseases.
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8
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Li JP, Liu P, Lei G, Chu Z, Liu F, Shi CF, Dang YH, Chen T. The Role of HINT1 in Methamphetamine-Induced Conditioned Place Preference. Neurotox Res 2017; 33:353-361. [DOI: 10.1007/s12640-017-9797-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2017] [Revised: 08/05/2017] [Accepted: 08/10/2017] [Indexed: 12/21/2022]
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9
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Lee JE. Neuropeptidomics: Mass Spectrometry-Based Identification and Quantitation of Neuropeptides. Genomics Inform 2016; 14:12-9. [PMID: 27103886 PMCID: PMC4838524 DOI: 10.5808/gi.2016.14.1.12] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2016] [Revised: 03/02/2016] [Accepted: 03/03/2016] [Indexed: 12/23/2022] Open
Abstract
Neuropeptides produced from prohormones by selective action of endopeptidases are vital signaling molecules, playing a critical role in a variety of physiological processes, such as addiction, depression, pain, and circadian rhythms. Neuropeptides bind to post-synaptic receptors and elicit cellular effects like classical neurotransmitters. While each neuropeptide could have its own biological function, mass spectrometry (MS) allows for the identification of the precise molecular forms of each peptide without a priori knowledge of the peptide identity and for the quantitation of neuropeptides in different conditions of the samples. MS-based neuropeptidomics approaches have been applied to various animal models and conditions to characterize and quantify novel neuropeptides, as well as known neuropeptides, advancing our understanding of nervous system function over the past decade. Here, we will present an overview of neuropeptides and MS-based neuropeptidomic strategies for the identification and quantitation of neuropeptides.
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Affiliation(s)
- Ji Eun Lee
- Center for Theragnosis, Biomedical Research Institute, Korea Institute of Science and Technology, Seoul 02792, Korea
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10
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Romanova EV, Rubakhin SS, Ossyra JR, Zombeck JA, Nosek MR, Sweedler JV, Rhodes JS. Differential peptidomics assessment of strain and age differences in mice in response to acute cocaine administration. J Neurochem 2015. [PMID: 26223348 DOI: 10.1111/jnc.13265] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Neurochemical differences in the hypothalamic-pituitary axis between individuals and between ages may contribute to differential susceptibility to cocaine abuse. This study measured peptide levels in the pituitary gland (Pit) and lateral hypothalamus (LH) in adolescent (age 30 days) and adult (age 65 days) mice from four standard inbred strains, FVB/NJ, DBA/2J, C57BL/6J, and BALB/cByJ, which have previously been characterized for acute locomotor responses to cocaine. Individual peptide profiles were analyzed using mass spectrometric profiling and principal component analysis. Sequences of assigned peptides were verified by tandem mass spectrometry. Principal component analysis classified all strains according to their distinct peptide profiles in Pit samples from adolescent mice, but not adults. Select pro-opiomelanocortin-derived peptides were significantly higher in adolescent BALB/cByJ and DBA/2J mice than in FVB/NJ or C57BL/6J mice. A subset of peptides in the LH, but not in the Pit, was altered by cocaine in adolescents. A 15 mg/kg dose of cocaine induced greater peptide alterations than a 30 mg/kg dose, particularly in FVB/NJ animals, with larger differences in adolescents than adults. Neuropeptides in the LH affected by acute cocaine administration included pro-opiomelanocortin-, myelin basic protein-, and glutamate transporter-derived peptides. The observed peptide differences could contribute to differential behavioral sensitivity to cocaine among strains and ages. Peptides were measured using mass spectrometry (MALDI-TOF) in individual lateral hypothalamus and pituitary samples from four strains and two ages of inbred mice in response to acute cocaine administration. Principal component analyses (PCA) classified the strains according to their peptide profiles from adolescent mice, and a subset of peptides in the lateral hypothalamus was altered by cocaine in adolescents.
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Affiliation(s)
- Elena V Romanova
- Department of Chemistry, Beckman Institute, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Stanislav S Rubakhin
- Department of Chemistry, Beckman Institute, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - John R Ossyra
- Department of Psychology, Beckman Institute, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Jonathan A Zombeck
- Department of Psychology, Beckman Institute, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Michael R Nosek
- Department of Psychology, Beckman Institute, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Jonathan V Sweedler
- Department of Chemistry, Beckman Institute, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
| | - Justin S Rhodes
- Department of Psychology, Beckman Institute, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA
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11
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Dallas DC, Guerrero A, Parker EA, Robinson RC, Gan J, German JB, Barile D, Lebrilla CB. Current peptidomics: applications, purification, identification, quantification, and functional analysis. Proteomics 2015; 15:1026-38. [PMID: 25429922 PMCID: PMC4371869 DOI: 10.1002/pmic.201400310] [Citation(s) in RCA: 156] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2014] [Revised: 10/08/2014] [Accepted: 11/24/2014] [Indexed: 12/28/2022]
Abstract
Peptidomics is an emerging field branching from proteomics that targets endogenously produced protein fragments. Endogenous peptides are often functional within the body-and can be both beneficial and detrimental. This review covers the use of peptidomics in understanding digestion, and identifying functional peptides and biomarkers. Various techniques for peptide and glycopeptide extraction, both at analytical and preparative scales, and available options for peptide detection with MS are discussed. Current algorithms for peptide sequence determination, and both analytical and computational techniques for quantification are compared. Techniques for statistical analysis, sequence mapping, enzyme prediction, and peptide function, and structure prediction are explored.
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Affiliation(s)
- David C. Dallas
- Department of Food Science and Technology, University of California, Davis, One Shields Avenue, Davis, CA, USA
- Foods for Health Institute, University of California, Davis, One Shields Avenue, Davis, CA, USA
| | - Andres Guerrero
- Department of Chemistry, University of California, Davis, One Shields Avenue, Davis, CA, USA
| | - Evan A. Parker
- Department of Chemistry, University of California, Davis, One Shields Avenue, Davis, CA, USA
| | - Randall C. Robinson
- Department of Food Science and Technology, University of California, Davis, One Shields Avenue, Davis, CA, USA
| | - Junai Gan
- Department of Food Science and Technology, University of California, Davis, One Shields Avenue, Davis, CA, USA
| | - J. Bruce German
- Department of Food Science and Technology, University of California, Davis, One Shields Avenue, Davis, CA, USA
- Foods for Health Institute, University of California, Davis, One Shields Avenue, Davis, CA, USA
| | - Daniela Barile
- Department of Food Science and Technology, University of California, Davis, One Shields Avenue, Davis, CA, USA
- Foods for Health Institute, University of California, Davis, One Shields Avenue, Davis, CA, USA
| | - Carlito B. Lebrilla
- Foods for Health Institute, University of California, Davis, One Shields Avenue, Davis, CA, USA
- Department of Chemistry, University of California, Davis, One Shields Avenue, Davis, CA, USA
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12
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Rodriguez-Espinosa N, Fernandez-Espejo E. Effects of acute and repeated cocaine on markers for neural plasticity within the mesolimbic system in rats. Psychopharmacology (Berl) 2015; 232:57-62. [PMID: 24912888 DOI: 10.1007/s00213-014-3632-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2013] [Accepted: 05/15/2014] [Indexed: 12/30/2022]
Abstract
RATIONALE Repeated cocaine is known to induce morphological changes in dopaminergic circuits that are known to participate on cocaine-induced addictive changes. OBJECTIVE The objective of the present study was to discern if acute or repeated regimens of daily cocaine (10 mg/kg) lead to reliable changes in the expression of some protein markers for neural plasticity such as synaptophysin, p21-Arc, alpha-tubulin (α-tubulin), and stathmin, in the mesolimbic dopaminergic circuit. Well-known changes in tyrosine hydroxylase and protein kinase A were used for confirming biochemical effects of repeated cocaine. Animals were subjected to three treatments: acute injection, 3-day injections, or sensitizing cocaine during 3 days followed by challenging doses at days 8 and 18. RESULTS The findings revealed that sensitizing regimen of cocaine increases stathmin levels within the nucleus accumbens at day 18 of treatment, not day 8, without changes of synaptophysin, p21-Arc, or α-tubulin. This neural plasticity change seems not to be related to the development of motor sensitization. Other neural regions such as prefrontal cortex, dorsal striatum, and ventral tegmental area were not found to be affected. Repeated cocaine led to well-known short-term augmentation of tyrosine-hydroxylase and protein kinase A expressions in the nucleus accumbens, as well as maintained upregulation of tyrosine hydroxylase in the ventral tegmental area. CONCLUSIONS As stathmin is an important regulatory protein of microtubule dynamics, this protein change would be linked to morphological changes after repeated cocaine. It was confirmed that upregulation of tyrosine hydroxylase within the ventral tegmental area may participate on the development of motor sensitization.
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Affiliation(s)
- Nieves Rodriguez-Espinosa
- Departamento de Fisiologia Medica y Biofisica, Universidad de Sevilla, Av. Sanchez Pizjuan 4, 41009, Sevilla, Spain,
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13
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Zhang X, Petruzziello F, Rainer G. Extending the scope of neuropeptidomics in the mammalian brain. EUPA OPEN PROTEOMICS 2014. [DOI: 10.1016/j.euprot.2014.04.004] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
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14
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Romanova EV, Dowd SE, Sweedler JV. Quantitation of endogenous peptides using mass spectrometry based methods. Curr Opin Chem Biol 2013; 17:801-8. [PMID: 23790312 DOI: 10.1016/j.cbpa.2013.05.030] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2013] [Accepted: 05/24/2013] [Indexed: 10/26/2022]
Abstract
The mass spectrometry-based 'omics' sub-discipline that focuses on comprehensive, often exploratory, analyses of endogenous peptides involved in cell-to-cell communication is oftentimes referred to as peptidomics. Although the progress in bioanalytical technology development for peptide discovery has been tremendous, perhaps the largest advances have involved robust quantitative mass spectrometric approaches and data mining algorithms. These efforts have accelerated the discovery and validation of biomarkers, functionally important posttranslational modifications, and unexpected molecular interactions, information that aids drug development. In this article we outline the current approaches used in quantitative peptidomics and the technical challenges that stimulate new advances in the field, while also reviewing the newest literature on functional characterizations of endogenous peptides using quantitative mass spectrometry.
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Affiliation(s)
- Elena V Romanova
- Department of Chemistry and the Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
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15
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Craft GE, Chen A, Nairn AC. Recent advances in quantitative neuroproteomics. Methods 2013; 61:186-218. [PMID: 23623823 PMCID: PMC3891841 DOI: 10.1016/j.ymeth.2013.04.008] [Citation(s) in RCA: 97] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2012] [Revised: 03/29/2013] [Accepted: 04/13/2013] [Indexed: 01/07/2023] Open
Abstract
The field of proteomics is undergoing rapid development in a number of different areas including improvements in mass spectrometric platforms, peptide identification algorithms and bioinformatics. In particular, new and/or improved approaches have established robust methods that not only allow for in-depth and accurate peptide and protein identification and modification, but also allow for sensitive measurement of relative or absolute quantitation. These methods are beginning to be applied to the area of neuroproteomics, but the central nervous system poses many specific challenges in terms of quantitative proteomics, given the large number of different neuronal cell types that are intermixed and that exhibit distinct patterns of gene and protein expression. This review highlights the recent advances that have been made in quantitative neuroproteomics, with a focus on work published over the last five years that applies emerging methods to normal brain function as well as to various neuropsychiatric disorders including schizophrenia and drug addiction as well as of neurodegenerative diseases including Parkinson's disease and Alzheimer's disease. While older methods such as two-dimensional polyacrylamide electrophoresis continued to be used, a variety of more in-depth MS-based approaches including both label (ICAT, iTRAQ, TMT, SILAC, SILAM), label-free (label-free, MRM, SWATH) and absolute quantification methods, are rapidly being applied to neurobiological investigations of normal and diseased brain tissue as well as of cerebrospinal fluid (CSF). While the biological implications of many of these studies remain to be clearly established, that there is a clear need for standardization of experimental design and data analysis, and that the analysis of protein changes in specific neuronal cell types in the central nervous system remains a serious challenge, it appears that the quality and depth of the more recent quantitative proteomics studies is beginning to shed light on a number of aspects of neuroscience that relates to normal brain function as well as of the changes in protein expression and regulation that occurs in neuropsychiatric and neurodegenerative disorders.
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Affiliation(s)
- George E Craft
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, 06508
| | - Anshu Chen
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, 06508
| | - Angus C Nairn
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, 06508
- Yale/NIDA Neuroproteomics Center, Yale University School of Medicine, New Haven, CT, 06508
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Kaplan KA, Chiu VM, Lukus PA, Zhang X, Siems WF, Schenk JO, Hill HH. Neuronal metabolomics by ion mobility mass spectrometry: cocaine effects on glucose and selected biogenic amine metabolites in the frontal cortex, striatum, and thalamus of the rat. Anal Bioanal Chem 2013; 405:1959-68. [PMID: 23314481 DOI: 10.1007/s00216-012-6638-7] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2012] [Revised: 11/30/2012] [Accepted: 12/06/2012] [Indexed: 11/26/2022]
Abstract
We report results of studies of global and targeted neuronal metabolomes by ambient pressure ion mobility mass spectrometry. The rat frontal cortex, striatum, and thalamus were sampled from control nontreated rats and those treated with acute cocaine or pargyline. Quantitative evaluations were made by standard additions or isotopic dilution. The mass detection limit was ~100 pmol varying with the analyte. Targeted metabolites of dopamine, serotonin, and glucose followed the rank order of distribution expected between the anatomical areas. Data was evaluated by principal component analysis on 764 common metabolites (identified by m/z and reduced mobility). Differences between anatomical areas and treatment groups were observed for 53 % of these metabolites using principal component analysis. Global and targeted metabolic differences were observed between the three anatomical areas with contralateral differences between some areas. Following drug treatments, global and targeted metabolomes were found to shift relative to controls and still maintained anatomical differences. Pargyline reduced 3,4-dihydroxyphenylacetic acid below detection limits, and 5-HIAA varied between anatomical regions. Notable findings were: (1) global metabolomes were different between anatomical areas and were altered by acute cocaine providing a broad but targeted window of discovery for metabolic changes produced by drugs of abuse; (2) quantitative analysis was demonstrated using isotope dilution and standard addition; (3) cocaine changed glucose and biogenic amine metabolism in the anatomical areas tested; and (4) the largest effect of cocaine was on the glycolysis metabolome in the thalamus confirming inferences from previous positron emission tomography studies using 2-deoxyglucose.
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Affiliation(s)
- Kimberly A Kaplan
- Department of Chemistry, Washington State University, Pullman, WA 99164, USA.
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17
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Romanova EV, Lee JE, Kelleher NL, Sweedler JV, Gulley JM. Comparative peptidomics analysis of neural adaptations in rats repeatedly exposed to amphetamine. J Neurochem 2012; 123:276-87. [PMID: 22860605 PMCID: PMC3463764 DOI: 10.1111/j.1471-4159.2012.07912.x] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2012] [Revised: 08/02/2012] [Accepted: 08/03/2012] [Indexed: 01/29/2023]
Abstract
Repeated exposure to amphetamine (AMPH) induces long-lasting behavioral changes, referred to as sensitization, that are accompanied by various neuroadaptations in the brain. To investigate the chemical changes that occur during behavioral sensitization, we applied a comparative proteomics approach to screen for neuropeptide changes in a rodent model of AMPH-induced sensitization. By measuring peptide profiles with matrix-assisted laser desorption/ionization time-of-flight mass spectrometry and comparing signal intensities using principal component analysis and variance statistics, subsets of peptides are found with significant differences in the dorsal striatum, nucleus accumbens, and medial prefrontal cortex of AMPH-sensitized male Sprague-Dawley rats. These biomarker peptides, identified in follow-up analyses using liquid chromatography and tandem mass spectrometry, suggest that behavioral sensitization to AMPH is associated with complex chemical adaptations that regulate energy/metabolism, neurotransmission, apoptosis, neuroprotection, and neuritogenesis, as well as cytoskeleton integrity and neuronal morphology. Our data contribute to a growing number of reports showing that in addition to the mesolimbic dopamine system, which is the best known signaling pathway involved with reinforcing the effect of psychostimulants, concomitant chemical changes in other pathways and in neuronal organization may play a part in the overall effect of chronic AMPH exposure on behavior.
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Affiliation(s)
- Elena V. Romanova
- Department of Chemistry and the Beckman Institute, University of Illinois at Urbana-Champaign, 600 S. Mathews Ave., Urbana, IL 61801, USA
| | - Ji Eun Lee
- Department of Chemistry and the Beckman Institute, University of Illinois at Urbana-Champaign, 600 S. Mathews Ave., Urbana, IL 61801, USA
| | - Neil L. Kelleher
- Department of Chemistry, Department of Molecular Biosciences, and The Chemistry of Life Processes Institute, Northwestern University, 2145 Sheridan Rd., Evanston, IL USA
| | - Jonathan V. Sweedler
- Department of Chemistry and the Beckman Institute, University of Illinois at Urbana-Champaign, 600 S. Mathews Ave., Urbana, IL 61801, USA
- Neuroscience Program, University of Illinois at Urbana-Champaign, 505 South Goodwin Avenue, Urbana, IL 61801, USA
| | - Joshua M. Gulley
- Neuroscience Program, University of Illinois at Urbana-Champaign, 505 South Goodwin Avenue, Urbana, IL 61801, USA
- Department of Psychology, University of Illinois at Urbana-Champaign, 603 E. Daniel St., Champaign, IL 61820, USA
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18
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Bernardi RE, Lattal KM. Post-conditioning propranolol disrupts cocaine sensitization. Pharmacol Biochem Behav 2012; 102:515-9. [PMID: 22750295 DOI: 10.1016/j.pbb.2012.06.015] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2012] [Revised: 06/11/2012] [Accepted: 06/19/2012] [Indexed: 11/12/2022]
Abstract
Antagonists of β-adrenergic receptors (β-ARs) have previously been demonstrated to impair long-term memory in a variety of animal behavioral paradigms. Surprisingly little is known about the ability of β-ARs to modulate initial memory formation in drug conditioning paradigms. The current study examined whether the post-training administration of the β-AR antagonist, propranolol, would disrupt single-trial cocaine-induced sensitization. Rats received 10 mg/kg propranolol immediately following a 30-min cocaine or vehicle exposure in a conditioning context and were later tested for their locomotor response to a cocaine challenge. Rats that received propranolol following cocaine conditioning showed an impairment of locomotor sensitization during testing. However, this effect was only seen in animals with an initial sensitivity to the locomotor effects of cocaine. Rats that failed to show a locomotor response to cocaine during conditioning were not affected by propranolol. We discuss the implications of these findings as they relate to drug conditioning and memory consolidation studies.
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Affiliation(s)
- Rick E Bernardi
- Oregon Health & Science University, Department of Behavioral Neuroscience, L470, 3181 SW Sam Jackson Park Rd., Portland, OR 97239, United States.
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19
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Ranc V, Petruzziello F, Kretz R, Argandoña EG, Zhang X, Rainer G. Broad characterization of endogenous peptides in the tree shrew visual system. J Proteomics 2012; 75:2526-35. [PMID: 22326962 DOI: 10.1016/j.jprot.2012.01.028] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2011] [Revised: 01/14/2012] [Accepted: 01/23/2012] [Indexed: 12/01/2022]
Abstract
Endogenous neuropeptides, acting as neurotransmitters or hormones in the brain, carry out important functions including neural plasticity, metabolism and angiogenesis. Previous neuropeptide studies have focused on peptide-rich brain regions such as the striatum or hypothalamus. Here we present an investigation of peptides in the visual system, composed of brain regions that are generally less rich in peptides, with the aim of providing the first broad overview of peptides involved in mammalian visual functions. We target three important parts of the visual system: the primary visual cortex (V1), lateral geniculate nucleus (LGN) and superior colliculus (SC). Our study is performed in the tree shrew, a close relative of primates. Using a combination of data dependent acquisition and targeted LC-MS/MS based neuropeptidomics; we identified a total of 52 peptides from the tree shrew visual system. A total of 26 peptides, for example GAV and neuropeptide K were identified in the visual system for the first time. Out of the total 52 peptides, 27 peptides with high signal-to-noise-ratio (>10) in extracted ion chromatograms (EIC) were subjected to label-free quantitation. We observed generally lower abundance of peptides in the LGN compared to V1 and SC. Consistently, a number of individual peptides showed high abundance in V1 (such as neuropeptide Y or somatostatin 28) and in SC (such as somatostatin 28 AA1-12). This study provides the first in-depth characterization of peptides in the mammalian visual system. These findings now permit the investigation of neuropeptide-regulated mechanisms of visual perception.
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Affiliation(s)
- Vaclav Ranc
- University of Fribourg, Department of Medicine, Fribourg, Switzerland
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20
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Yin P, Bousquet-Moore D, Annangudi SP, Southey BR, Mains RE, Eipper BA, Sweedler JV. Probing the production of amidated peptides following genetic and dietary copper manipulations. PLoS One 2011; 6:e28679. [PMID: 22194882 PMCID: PMC3241674 DOI: 10.1371/journal.pone.0028679] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2011] [Accepted: 11/13/2011] [Indexed: 11/23/2022] Open
Abstract
Amidated neuropeptides play essential roles throughout the nervous and endocrine systems. Mice lacking peptidylglycine α-amidating monooxygenase (PAM), the only enzyme capable of producing amidated peptides, are not viable. In the amidation reaction, the reactant (glycine-extended peptide) is converted into a reaction intermediate (hydroxyglycine-extended peptide) by the copper-dependent peptidylglycine-α-hydroxylating monooxygenase (PHM) domain of PAM. The hydroxyglycine-extended peptide is then converted into amidated product by the peptidyl-α-hydroxyglycine α-amidating lyase (PAL) domain of PAM. PHM and PAL are stitched together in vertebrates, but separated in some invertebrates such as Drosophila and Hydra. In addition to its luminal catalytic domains, PAM includes a cytosolic domain that can enter the nucleus following release from the membrane by γ-secretase. In this work, several glycine- and hydroxyglycine-extended peptides as well as amidated peptides were qualitatively and quantitatively assessed from pituitaries of wild-type mice and mice with a single copy of the Pam gene (PAM+/−) via liquid chromatography-mass spectrometry-based methods. We provide the first evidence for the presence of a peptidyl-α-hydroxyglycine in vivo, indicating that the reaction intermediate becomes free and is not handed directly from PHM to PAL in vertebrates. Wild-type mice fed a copper deficient diet and PAM+/− mice exhibit similar behavioral deficits. While glycine-extended reaction intermediates accumulated in the PAM+/− mice and reflected dietary copper availability, amidated products were far more prevalent under the conditions examined, suggesting that the behavioral deficits observed do not simply reflect a lack of amidated peptides.
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Affiliation(s)
- Ping Yin
- Department of Chemistry, Beckman Institute, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
| | - Danielle Bousquet-Moore
- Department of Neuroscience, University of Connecticut Health Center, Farmington, Connecticut, United States of America
| | - Suresh P. Annangudi
- Department of Chemistry, Beckman Institute, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
| | - Bruce R. Southey
- Department of Chemistry, Beckman Institute, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
| | - Richard E. Mains
- Department of Neuroscience, University of Connecticut Health Center, Farmington, Connecticut, United States of America
| | - Betty A. Eipper
- Department of Neuroscience, University of Connecticut Health Center, Farmington, Connecticut, United States of America
- * E-mail: (JVS); (BAE)
| | - Jonathan V. Sweedler
- Department of Chemistry, Beckman Institute, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
- * E-mail: (JVS); (BAE)
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21
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Fricker LD, Sweedler JV. Fishing for the hidden peptidome in health and disease (drug abuse). AAPS JOURNAL 2010; 12:679-82. [PMID: 20848247 DOI: 10.1208/s12248-010-9228-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2010] [Accepted: 08/27/2010] [Indexed: 01/09/2023]
Abstract
The proteome and peptidome are defined as the set of proteins and peptides present in a tissue or other biological sample. In most proteomic studies, only abundant proteins are detected and, although these are important molecules, they are often well-studied structural proteins. A number of approaches have been used to examine less abundant molecules that play roles in signaling or otherwise have regulatory functions, including peptides as well as proteins such as enzymes and receptors. The overarching goals of this special issue involve defining the peptidome, identifying the current state of the field, and discussing methods to characterize the peptides, their receptors, and future needs for such measurements.
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Affiliation(s)
- Lloyd D Fricker
- Department of Molecular Pharmacology, Albert Einstein College of Medicine, Bronx, New York 10461, USA.
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