1
|
Krenev IA, Egorova EV, Khaydukova MM, Mikushina AD, Zabrodskaya YA, Komlev AS, Eliseev IE, Shamova OV, Berlov MN. Characterization of Structural Properties and Antimicrobial Activity of the C3f Peptide of Complement System. BIOCHEMISTRY. BIOKHIMIIA 2024; 89:2069-2082. [PMID: 39647833 DOI: 10.1134/s000629792411018x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Revised: 10/01/2024] [Accepted: 10/08/2024] [Indexed: 12/10/2024]
Abstract
The C3f peptide is a by-product of regulation of the activated complement system with no firmly established function of its own. We have previously shown that C3f exhibits moderate antimicrobial activity against some Gram-positive bacteria in vitro. Presence of two histidine residues in the amino acid sequence of the peptide suggests enhancement of its antimicrobial activity at lower pH and in the presence of metal cations, particularly zinc cations. Since such conditions could be realized in inflammatory foci, the study of dependence of C3f activity on pH and presence of metal cations could provide an opportunity to assess biological significance of antimicrobial properties of the peptide. The peptide C3f and its analogs with histidine residues substituted by lysines or serines, C3f[H/K] and C3f[H/S], were prepared by solid-phase synthesis. Using CD spectroscopy, we found that C3f contained a β-hairpin and unstructured regions; presence of Zn2+ did not affect conformation of the peptide. In the present work, it was shown that C3f could also exhibit antimicrobial activity against Gram-negative bacteria, in particular, Pseudomonas aeruginosa ATCC 27583. Exposure of P. aeruginosa and Listeria monocytogenes EGD to the peptide was accompanied by disruption of the barrier function of bacterial membranes. Zn2+ ions, unlike Cu2+ ions, enhanced antimicrobial activity of C3f against L. monocytogenes, with 4- and 8-fold molar excess of Zn2+ being no more effective than a 20% excess. Activity of the C3f analogs was also enhanced to some extent by the zinc ions. Thus, we hypothesize existence of the histidine-independent formation of C3f-Zn2+ complexes leading to increase in the total charge and antimicrobial activity of the peptide. In the presence of 0.15 M NaCl, C3f lost its antimicrobial activity regardless of the presence of Zn2+, indicating an insignificant role of C3f as an endogenous antimicrobial peptide. Presence of C3f eliminated bactericidal effect of Zn2+ against the zinc-sensitive Escherichia coli strain ESBL 521/17, indirectly confirming interaction of the peptide with Zn2+. Activity of C3f against Micrococcus luteus A270 increased with decreasing pH, while effect of pH on the C3f activity against L. monocytogenesis was more complex. In this work, we show significance of the factors such as pH and metal cations in realization of antimicrobial activity of peptides based on the example of C3f.
Collapse
Affiliation(s)
- Ilia A Krenev
- Institute of Experimental Medicine, Saint Petersburg, 197022, Russia
| | - Ekaterina V Egorova
- Institute of Experimental Medicine, Saint Petersburg, 197022, Russia
- Saint Petersburg State University, Saint Petersburg, 199034, Russia
| | - Maria M Khaydukova
- Institute of Experimental Medicine, Saint Petersburg, 197022, Russia
- Research Institute of Hygiene, Occupational Pathology and Human Ecology, Saint Petersburg, 192019, Russia
| | - Anna D Mikushina
- Institute of Experimental Medicine, Saint Petersburg, 197022, Russia
- Alferov University, Saint Petersburg, 194021, Russia
| | - Yana A Zabrodskaya
- Institute of Experimental Medicine, Saint Petersburg, 197022, Russia
- Smorodintsev Research Institute of Influenza, Saint Petersburg, 197376, Russia
- Peter the Great Saint Petersburg Polytechnic University, Saint Petersburg, 195251, Russia
| | - Aleksey S Komlev
- Institute of Experimental Medicine, Saint Petersburg, 197022, Russia
| | - Igor E Eliseev
- Institute of Experimental Medicine, Saint Petersburg, 197022, Russia
- Alferov University, Saint Petersburg, 194021, Russia
| | - Olga V Shamova
- Institute of Experimental Medicine, Saint Petersburg, 197022, Russia
- Saint Petersburg State University, Saint Petersburg, 199034, Russia
| | - Mikhail N Berlov
- Institute of Experimental Medicine, Saint Petersburg, 197022, Russia.
- Saint Petersburg State University, Saint Petersburg, 199034, Russia
| |
Collapse
|
2
|
Pozolotin VA, Umnyakova ES, Kopeykin PM, Komlev AS, Dubrovskii YA, Krenev IA, Shamova OV, Berlov MN. Evaluation of Antimicrobial Activity of the C3f Peptide, a Derivative of Human C3 Protein. RUSSIAN JOURNAL OF BIOORGANIC CHEMISTRY 2021. [DOI: 10.1134/s1068162021030158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
|
3
|
Wildberg C, Masuch A, Budde K, Kastenmüller G, Artati A, Rathmann W, Adamski J, Kocher T, Völzke H, Nauck M, Friedrich N, Pietzner M. Plasma Metabolomics to Identify and Stratify Patients With Impaired Glucose Tolerance. J Clin Endocrinol Metab 2019; 104:6357-6370. [PMID: 31390012 DOI: 10.1210/jc.2019-01104] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2019] [Accepted: 08/01/2019] [Indexed: 01/09/2023]
Abstract
OBJECTIVE Impaired glucose tolerance (IGT) is one of the presymptomatic states of type 2 diabetes mellitus and requires an oral glucose tolerance test (OGTT) for diagnosis. Our aims were twofold: (i) characterize signatures of small molecules predicting the OGTT response and (ii) identify metabolic subgroups of participants with IGT. METHODS Plasma samples from 827 participants of the Study of Health in Pomerania free of diabetes were measured using mass spectrometry and proton-nuclear magnetic resonance spectroscopy. Linear regression analyses were used to screen for metabolites significantly associated with the OGTT response after 2 hours, adjusting for baseline glucose and insulin levels as well as important confounders. A signature predictive for IGT was established using regularized logistic regression. All cases with IGT (N = 159) were selected and subjected to unsupervised clustering using a k-means approach. RESULTS AND CONCLUSION In total, 99 metabolites and 22 lipoprotein measures were significantly associated with either 2-hour glucose or 2-hour insulin levels. Those comprised variations in baseline concentrations of branched-chain amino ketoacids, acylcarnitines, lysophospholipids, or phosphatidylcholines, largely confirming previous studies. By the use of these metabolites, subjects with IGT segregated into two distinct groups. Our IGT prediction model combining both clinical and metabolomics traits achieved an area under the curve of 0.84, slightly improving the prediction based on established clinical measures. The present metabolomics approach revealed molecular signatures associated directly to the response of the OGTT and to IGT in line with previous studies. However, clustering of subjects with IGT revealed distinct metabolic signatures of otherwise similar individuals, pointing toward the possibility of metabolomics for patient stratification.
Collapse
Affiliation(s)
- Charlotte Wildberg
- Institute of Clinical Chemistry and Laboratory Medicine, University Medicine Greifswald, Greifswald, Germany
| | - Annette Masuch
- Institute of Clinical Chemistry and Laboratory Medicine, University Medicine Greifswald, Greifswald, Germany
| | - Kathrin Budde
- Institute of Clinical Chemistry and Laboratory Medicine, University Medicine Greifswald, Greifswald, Germany
- German Centre for Cardiovascular Research, partner site Greifswald, Greifswald, Germany
| | - Gabi Kastenmüller
- Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, Neuherberg, Germany
| | - Anna Artati
- Institute of Experimental Genetics, Genome Analysis Center, Helmholtz Zentrum München, Neuherberg, Germany
| | - Wolfgang Rathmann
- Institute of Biometrics and Epidemiology, German Diabetes Center, Leibniz Center for Diabetes Research at Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany
| | - Jerzy Adamski
- Institute of Experimental Genetics, Genome Analysis Center, Helmholtz Zentrum München, Neuherberg, Germany
- Lehrstuhl für Experimentelle Genetik, Technische Universität München, Freising-Weihenstephan, Germany
- German Center for Diabetes Research, Neuherberg, Germany
| | - Thomas Kocher
- Unit of Periodontology, Department of Restorative Dentistry, Periodontology, Endodontology, and Pediatric and Preventive Dentistry, Dental School, University Medicine Greifswald, Greifswald, Germany
| | - Henry Völzke
- German Centre for Cardiovascular Research, partner site Greifswald, Greifswald, Germany
- Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany
- German Center for Diabetes Research, site Greifswald, Greifswald, Germany
| | - Matthias Nauck
- Institute of Clinical Chemistry and Laboratory Medicine, University Medicine Greifswald, Greifswald, Germany
- German Centre for Cardiovascular Research, partner site Greifswald, Greifswald, Germany
| | - Nele Friedrich
- Institute of Clinical Chemistry and Laboratory Medicine, University Medicine Greifswald, Greifswald, Germany
- German Centre for Cardiovascular Research, partner site Greifswald, Greifswald, Germany
| | - Maik Pietzner
- Institute of Clinical Chemistry and Laboratory Medicine, University Medicine Greifswald, Greifswald, Germany
- German Centre for Cardiovascular Research, partner site Greifswald, Greifswald, Germany
| |
Collapse
|
4
|
Semis M, Gugiu GB, Bernstein EA, Bernstein KE, Kalkum M. The Plethora of Angiotensin-Converting Enzyme-Processed Peptides in Mouse Plasma. Anal Chem 2019; 91:6440-6453. [PMID: 31021607 DOI: 10.1021/acs.analchem.8b03828] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Angiotensin-converting enzyme (ACE) converts angiotensin I into the potent vasoconstrictor angiotensin II, which regulates blood pressure. However, ACE activity is also essential for other physiological functions, presumably through processing of peptides unrelated to angiotensin. The goal of this study was to identify novel natural substrates and products of ACE through a series of mass-spectrometric experiments. This included comparing the ACE-treated and untreated plasma peptidomes of ACE-knockout (KO) mice, validation with select synthetic peptides, and a quantitative in vivo study of ACE substrates in mice with distinct genetic ACE backgrounds. In total, 244 natural peptides were identified ex vivo as possible substrates or products of ACE, demonstrating high promiscuity of the enzyme. ACE prefers to cleave substrates with Phe or Leu at the C-terminal P2' position and Gly in the P6 position. Pro in P1' and Iso in P1 are typical residues in peptides that ACE does not cleave. Several of the novel ACE substrates are known to have biological activities, including a fragment of complement C3, the spasmogenic C3f, which was processed by ACE ex vivo and in vitro. Analyses with N-domain-inactive (NKO) ACE allowed clarification of domain selectivity toward substrates. The in vivo ACE-substrate concentrations in WT, transgenic ACE-KO, NKO, and CKO mice correspond well with the in vitro observations in that higher levels of the ACE substrates were observed when the processing domain was knocked out. This study highlights the vast extent of ACE promiscuity and provides a valuable platform for further investigations of ACE functionality.
Collapse
Affiliation(s)
- Margarita Semis
- Department of Molecular Imaging and Therapy, Diabetes and Metabolism Research Institute , Beckman Research Institute of the City of Hope , Duarte , California 91010 , United States
| | - Gabriel B Gugiu
- Department of Molecular Imaging and Therapy, Diabetes and Metabolism Research Institute , Beckman Research Institute of the City of Hope , Duarte , California 91010 , United States.,Mass Spectrometry & Proteomics Core Facility , Beckman Research Institute of the City of Hope , Duarte , California 91010 , United States
| | - Ellen A Bernstein
- Departments of Biomedical Sciences, Pathology and Laboratory Medicine , Cedars-Sinai Medical Center , Los Angeles , California 90048 , United States
| | - Kenneth E Bernstein
- Departments of Biomedical Sciences, Pathology and Laboratory Medicine , Cedars-Sinai Medical Center , Los Angeles , California 90048 , United States
| | - Markus Kalkum
- Department of Molecular Imaging and Therapy, Diabetes and Metabolism Research Institute , Beckman Research Institute of the City of Hope , Duarte , California 91010 , United States.,Mass Spectrometry & Proteomics Core Facility , Beckman Research Institute of the City of Hope , Duarte , California 91010 , United States
| |
Collapse
|
5
|
Leimer EM, Tanenbaum LM, Nettles DL, Bell RD, Easley ME, Setton LA, Adams SB. Amino Acid Profile of Synovial Fluid Following Intra-articular Ankle Fracture. Foot Ankle Int 2018; 39:1169-1177. [PMID: 30111168 PMCID: PMC6309257 DOI: 10.1177/1071100718786163] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND Post-traumatic osteoarthritis (PTOA) is a frequent complication in patients with a previous traumatic joint injury, and the pathophysiology is not well understood. The goal of this study was to characterize the biochemical signature of amino acids, peptides, and amino acid metabolites in ankle synovial fluid following intra-articular fracture. METHODS Synovial fluid from both the injured and contralateral ankles of 19 patients with an intra-articular ankle fracture was obtained and analyzed via metabolic profiling. Follow-up analysis was performed after 6 months in 7 of these patients. RESULTS Statistical comparisons between injured and contralateral ankles revealed that 19 of the 66 measured amino acids, peptides, and amino acid metabolites were significantly elevated at time of fracture. Metabolites associated with glutathione metabolism exhibited the most elevated mean-fold changes, indicating a possible role for oxidative stress in fractured ankles. None of the metabolites elevated at baseline were significantly elevated after 6 months, but 6 metabolites had mean-fold changes greater than 2.1 at this time point. Multiple metabolites also exhibited significant correlations ( r > 0.575) with matrix metalloproteinase-1 and -9. CONCLUSION These results indicate the presence of amino acid metabolic products in the setting of ankle fracture and suggest that these changes in amino acid metabolism may be chronic and indicate a role for inflammation and collagen degradation in disease progression. CLINICAL RELEVANCE Changes in amino acid metabolism following intra-articular fracture may contribute to the progression to PTOA. This knowledge may allow for the identification and early treatment of patients at risk of developing PTOA. LEVEL OF EVIDENCE Level III, comparative series.
Collapse
Affiliation(s)
- Elizabeth M. Leimer
- Department of Biomedical Engineering, Washington University in St. Louis, Missouri,Albany Medical College, Albany, New York
| | - Laura M. Tanenbaum
- Department of Biomedical Engineering, Washington University in St. Louis, Missouri
| | - Dana L. Nettles
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, North Carolina
| | - Richard D. Bell
- Department of Pathology, University of Rochester Medical Center, Rochester, New York
| | - Mark E. Easley
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, North Carolina
| | - Lori A. Setton
- Department of Biomedical Engineering, Washington University in St. Louis, Missouri
| | - Samuel B. Adams
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, North Carolina,Corresponding Author Information: Samuel B. Adams, MD, Address: 4709 Creekstone Drive, Suite 200, Durham, NC 27703, Telephone Number: 919-660-5010, Fax Number: 919-660-5022,
| |
Collapse
|
6
|
Pietzner M, Engelmann B, Kacprowski T, Golchert J, Dirk AL, Hammer E, Iwen KA, Nauck M, Wallaschofski H, Führer D, Münte TF, Friedrich N, Völker U, Homuth G, Brabant G. Plasma proteome and metabolome characterization of an experimental human thyrotoxicosis model. BMC Med 2017; 15:6. [PMID: 28065164 PMCID: PMC5220622 DOI: 10.1186/s12916-016-0770-8] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2016] [Accepted: 12/15/2016] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Determinations of thyrotropin (TSH) and free thyroxine (FT4) represent the gold standard in evaluation of thyroid function. To screen for novel peripheral biomarkers of thyroid function and to characterize FT4-associated physiological signatures in human plasma we used an untargeted OMICS approach in a thyrotoxicosis model. METHODS A sample of 16 healthy young men were treated with levothyroxine for 8 weeks and plasma was sampled before the intake was started as well as at two points during treatment and after its completion, respectively. Mass spectrometry-derived metabolite and protein levels were related to FT4 serum concentrations using mixed-effect linear regression models in a robust setting. To compile a molecular signature discriminating between thyrotoxicosis and euthyroidism, a random forest was trained and validated in a two-stage cross-validation procedure. RESULTS Despite the absence of obvious clinical symptoms, mass spectrometry analyses detected 65 metabolites and 63 proteins exhibiting significant associations with serum FT4. A subset of 15 molecules allowed a robust and good prediction of thyroid hormone function (AUC = 0.86) without prior information on TSH or FT4. Main FT4-associated signatures indicated increased resting energy expenditure, augmented defense against systemic oxidative stress, decreased lipoprotein particle levels, and increased levels of complement system proteins and coagulation factors. Further association findings question the reliability of kidney function assessment under hyperthyroid conditions and suggest a link between hyperthyroidism and cardiovascular diseases via increased dimethylarginine levels. CONCLUSION Our results emphasize the power of untargeted OMICs approaches to detect novel pathways of thyroid hormone action. Furthermore, beyond TSH and FT4, we demonstrated the potential of such analyses to identify new molecular signatures for diagnosis and treatment of thyroid disorders. This study was registered at the German Clinical Trials Register (DRKS) [DRKS00011275] on the 16th of November 2016.
Collapse
Affiliation(s)
- Maik Pietzner
- Institute of Clinical Chemistry and Laboratory Medicine, University Medicine Greifswald, Ferdinand-Sauerbruch-Straße, 17475 Greifswald, Germany
- DZHK (German Centre for Cardiovascular Research), partner site Greifswald, Greifswald, Germany
| | - Beatrice Engelmann
- Department of Functional Genomics, Interfaculty Institute for Genetics and Functional Genomics, University Medicine and Ernst-Moritz-Arndt University Greifswald, Friedrich-Ludwig-Jahn-Straße 15a, D-17475 Greifswald, Germany
| | - Tim Kacprowski
- DZHK (German Centre for Cardiovascular Research), partner site Greifswald, Greifswald, Germany
- Department of Functional Genomics, Interfaculty Institute for Genetics and Functional Genomics, University Medicine and Ernst-Moritz-Arndt University Greifswald, Friedrich-Ludwig-Jahn-Straße 15a, D-17475 Greifswald, Germany
| | - Janine Golchert
- Department of Functional Genomics, Interfaculty Institute for Genetics and Functional Genomics, University Medicine and Ernst-Moritz-Arndt University Greifswald, Friedrich-Ludwig-Jahn-Straße 15a, D-17475 Greifswald, Germany
| | - Anna-Luise Dirk
- Medical Clinic I, University of Lübeck, Experimental and Clinical Endocrinology, Ratzeburger Allee 160, Zentralklinikum (Haus 40), 23538 Lübeck, Germany
| | - Elke Hammer
- DZHK (German Centre for Cardiovascular Research), partner site Greifswald, Greifswald, Germany
- Department of Functional Genomics, Interfaculty Institute for Genetics and Functional Genomics, University Medicine and Ernst-Moritz-Arndt University Greifswald, Friedrich-Ludwig-Jahn-Straße 15a, D-17475 Greifswald, Germany
| | - K. Alexander Iwen
- Medical Clinic I, University of Lübeck, Experimental and Clinical Endocrinology, Ratzeburger Allee 160, Zentralklinikum (Haus 40), 23538 Lübeck, Germany
| | - Matthias Nauck
- Institute of Clinical Chemistry and Laboratory Medicine, University Medicine Greifswald, Ferdinand-Sauerbruch-Straße, 17475 Greifswald, Germany
- DZHK (German Centre for Cardiovascular Research), partner site Greifswald, Greifswald, Germany
| | - Henri Wallaschofski
- Institute of Clinical Chemistry and Laboratory Medicine, University Medicine Greifswald, Ferdinand-Sauerbruch-Straße, 17475 Greifswald, Germany
- Private Practice Endocrinology, Krämpferstraße 6, 99094 Erfurt, Germany
| | - Dagmar Führer
- Department of Endocrinology and Metabolism, University Hospital Essen, University Duisburg-Essen, Hufelandstraße 55, 45122 Essen, Germany
| | - Thomas F. Münte
- Department of Neurology, University of Lübeck, Ratzeburger Allee 169, 23538 Lübeck, Germany
| | - Nele Friedrich
- Institute of Clinical Chemistry and Laboratory Medicine, University Medicine Greifswald, Ferdinand-Sauerbruch-Straße, 17475 Greifswald, Germany
- DZHK (German Centre for Cardiovascular Research), partner site Greifswald, Greifswald, Germany
- Research Centre for Prevention and Health, Glostrup University Hospital, Nordre Ringvej 57, 2600 Glostrup, Denmark
| | - Uwe Völker
- DZHK (German Centre for Cardiovascular Research), partner site Greifswald, Greifswald, Germany
- Department of Functional Genomics, Interfaculty Institute for Genetics and Functional Genomics, University Medicine and Ernst-Moritz-Arndt University Greifswald, Friedrich-Ludwig-Jahn-Straße 15a, D-17475 Greifswald, Germany
- ZIK-FunGene (Zentrum für Innovationskompetenz - Funktionelle Genomforschung), Greifswald, Germany
| | - Georg Homuth
- Department of Functional Genomics, Interfaculty Institute for Genetics and Functional Genomics, University Medicine and Ernst-Moritz-Arndt University Greifswald, Friedrich-Ludwig-Jahn-Straße 15a, D-17475 Greifswald, Germany
- ZIK-FunGene (Zentrum für Innovationskompetenz - Funktionelle Genomforschung), Greifswald, Germany
| | - Georg Brabant
- Medical Clinic I, University of Lübeck, Experimental and Clinical Endocrinology, Ratzeburger Allee 160, Zentralklinikum (Haus 40), 23538 Lübeck, Germany
| |
Collapse
|
7
|
Menni C, Migaud M, Glastonbury CA, Beaumont M, Nikolaou A, Small KS, Brosnan MJ, Mohney RP, Spector TD, Valdes AM. Metabolomic profiling to dissect the role of visceral fat in cardiometabolic health. Obesity (Silver Spring) 2016; 24:1380-8. [PMID: 27129722 PMCID: PMC4914926 DOI: 10.1002/oby.21488] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2015] [Revised: 01/13/2016] [Accepted: 01/29/2016] [Indexed: 01/06/2023]
Abstract
OBJECTIVE Abdominal obesity is associated with increased risk of type 2 diabetes (T2D) and cardiovascular disease. The aim of this study was to assess whether metabolomic markers of T2D and blood pressure (BP) act on these traits via visceral fat (VF) mass. METHODS Metabolomic profiling of 280 fasting plasma metabolites was conducted on 2,401 women from TwinsUK. The overlap was assessed between published metabolites associated with T2D, insulin resistance, or BP and those that were identified to be associated with VF (after adjustment for covariates) measured by dual-energy X-ray absorptiometry. RESULTS In addition to glucose, six metabolites were strongly associated with both VF mass and T2D: lactate and branched-chain amino acids, all of them related to metabolism and the tricarboxylic acid cycle; on average, 38.5% of their association with insulin resistance was mediated by their association with VF mass. Five metabolites were associated with BP and VF mass including the inflammation-associated peptide HWESASXX, the steroid hormone androstenedione, lactate, and palmitate. On average, 29% of their effect on BP was mediated by their association with VF mass. CONCLUSIONS Little overlap was found between the metabolites associated with BP and those associated with insulin resistance via VF mass.
Collapse
Affiliation(s)
- Cristina Menni
- Department of Twin Research and Genetic EpidemiologyKings College LondonLondonUK
| | - Marie Migaud
- School of PharmacyQueen's University BelfastBelfastUK
| | - Craig A. Glastonbury
- Department of Twin Research and Genetic EpidemiologyKings College LondonLondonUK
| | - Michelle Beaumont
- Department of Twin Research and Genetic EpidemiologyKings College LondonLondonUK
| | - Aikaterini Nikolaou
- Department of Twin Research and Genetic EpidemiologyKings College LondonLondonUK
| | - Kerrin S. Small
- Department of Twin Research and Genetic EpidemiologyKings College LondonLondonUK
| | - Mary Julia Brosnan
- Pfizer Worldwide Research and Development, Clinical Research StatisticsGroton, ConnecticutUSA
| | | | - Tim D. Spector
- Department of Twin Research and Genetic EpidemiologyKings College LondonLondonUK
| | - Ana M. Valdes
- Department of Twin Research and Genetic EpidemiologyKings College LondonLondonUK
- Academic Rheumatology Clinical Sciences Building, Nottingham City HospitalNottinghamUK
| |
Collapse
|
8
|
Altmaier E, Menni C, Heier M, Meisinger C, Thorand B, Quell J, Kobl M, Römisch-Margl W, Valdes AM, Mangino M, Waldenberger M, Strauch K, Illig T, Adamski J, Spector T, Gieger C, Suhre K, Kastenmüller G. The Pharmacogenetic Footprint of ACE Inhibition: A Population-Based Metabolomics Study. PLoS One 2016; 11:e0153163. [PMID: 27120469 PMCID: PMC4847917 DOI: 10.1371/journal.pone.0153163] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2016] [Accepted: 03/07/2016] [Indexed: 12/31/2022] Open
Abstract
Angiotensin-I-converting enzyme (ACE) inhibitors are an important class of antihypertensives whose action on the human organism is still not fully understood. Although it is known that ACE especially cleaves COOH-terminal dipeptides from active polypeptides, the whole range of substrates and products is still unknown. When analyzing the action of ACE inhibitors, effects of genetic variation on metabolism need to be considered since genetic variance in the ACE gene locus was found to be associated with ACE-concentration in blood as well as with changes in the metabolic profiles of a general population. To investigate the interactions between genetic variance at the ACE-locus and the influence of ACE-therapy on the metabolic status we analyzed 517 metabolites in 1,361 participants from the KORA F4 study. We replicated our results in 1,964 individuals from TwinsUK. We observed differences in the concentration of five dipeptides and three ratios of di- and oligopeptides between ACE inhibitor users and non-users that were genotype dependent. Such changes in the concentration affected major homozygotes, and to a lesser extent heterozygotes, while minor homozygotes showed no or only small changes in the metabolite status. Two of these resulting dipeptides, namely aspartylphenylalanine and phenylalanylserine, showed significant associations with blood pressure which qualifies them—and perhaps also the other dipeptides—as readouts of ACE-activity. Since so far ACE activity measurement is substrate specific due to the usage of only one oligopeptide, taking several dipeptides as potential products of ACE into account may provide a broader picture of the ACE activity.
Collapse
Affiliation(s)
- Elisabeth Altmaier
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Ingolstädter Landstr. 1, D-85764 Neuherberg, Germany
| | - Cristina Menni
- Department of Twin Research & Genetic Epidemiology, King’s College London, London SE1 7EH, United Kingdom
| | - Margit Heier
- Institute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health, Ingolstädter Landstr. 1, D-85764 Neuherberg, Germany
| | - Christa Meisinger
- Institute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health, Ingolstädter Landstr. 1, D-85764 Neuherberg, Germany
| | - Barbara Thorand
- Institute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health, Ingolstädter Landstr. 1, D-85764 Neuherberg, Germany
| | - Jan Quell
- Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, German Research Center for Environmental Health, Ingolstädter Landstr. 1, D-85764 Neuherberg, Germany
| | - Michael Kobl
- Institute of Genetic Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Ingolstädter Landstr. 1, D-85764 Neuherberg, Germany
| | - Werner Römisch-Margl
- Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, German Research Center for Environmental Health, Ingolstädter Landstr. 1, D-85764 Neuherberg, Germany
| | - Ana M. Valdes
- Department of Twin Research & Genetic Epidemiology, King’s College London, London SE1 7EH, United Kingdom
| | - Massimo Mangino
- Department of Twin Research & Genetic Epidemiology, King’s College London, London SE1 7EH, United Kingdom
| | - Melanie Waldenberger
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Ingolstädter Landstr. 1, D-85764 Neuherberg, Germany
- Institute of Epidemiology II, Helmholtz Zentrum München, German Research Center for Environmental Health, Ingolstädter Landstr. 1, D-85764 Neuherberg, Germany
| | - Konstantin Strauch
- Institute of Genetic Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Ingolstädter Landstr. 1, D-85764 Neuherberg, Germany
- Institute of Medical Informatics, Biometry and Epidemiology, Chair of Genetic Epidemiology, Ludwig-Maximilians-Universität, Marchionistr. 15, D-81377 München, Germany
| | - Thomas Illig
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Ingolstädter Landstr. 1, D-85764 Neuherberg, Germany
- Hannover Unified Biobank, Hannover Medical School, Carl-Neuberg-Str. 1, D-30625 Hannover, Germany
- Institute of Human Genetics, Hannover Medical School, Carl-Neuberg-Str. 1, D-30625 Hanover, Germany
| | - Jerzy Adamski
- Institute of Experimental Genetics, Genome Analysis Center, Helmholtz Zentrum München, German Research Center for Environmental Health, Ingolstädter Landstr. 1, D-85764 Neuherberg, Germany
- Institute of Experimental Genetics, Life and Food Science Center Weihenstephan, Technische Universität München, D-85354 Freising, Germany
- German Center for Diabetes Research (DZD e.V.), Ingolstädter Landstr. 1, D-85764 Neuherberg, Germany
| | - Tim Spector
- Department of Twin Research & Genetic Epidemiology, King’s College London, London SE1 7EH, United Kingdom
| | - Christian Gieger
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Ingolstädter Landstr. 1, D-85764 Neuherberg, Germany
| | - Karsten Suhre
- Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, German Research Center for Environmental Health, Ingolstädter Landstr. 1, D-85764 Neuherberg, Germany
- Department of Physiology and Biophysics, Weill Cornell Medical College in Qatar, Education City, Qatar Foundation, PO Box 24144, Doha, State of Qatar
| | - Gabi Kastenmüller
- Department of Twin Research & Genetic Epidemiology, King’s College London, London SE1 7EH, United Kingdom
- Institute of Bioinformatics and Systems Biology, Helmholtz Zentrum München, German Research Center for Environmental Health, Ingolstädter Landstr. 1, D-85764 Neuherberg, Germany
- German Center for Diabetes Research (DZD e.V.), Ingolstädter Landstr. 1, D-85764 Neuherberg, Germany
- * E-mail:
| |
Collapse
|
9
|
Abstract
The circadian clock orchestrates many aspects of human physiology, and disruption of this clock has been implicated in various pathologies, ranging from cancer to metabolic syndrome and diabetes. Although there is evidence that metabolism and the circadian clockwork are intimately linked on a transcriptional level, whether these effects are directly under clock control or are mediated by the rest-activity cycle and the timing of food intake is unclear. To answer this question, we conducted an unbiased screen in human subjects of the metabolome of blood plasma and saliva at different times of day. To minimize indirect effects, subjects were kept in a 40-h constant routine of enforced posture, constant dim light, hourly isocaloric meals, and sleep deprivation. Under these conditions, we found that ~15% of all identified metabolites in plasma and saliva were under circadian control, most notably fatty acids in plasma and amino acids in saliva. Our data suggest that there is a strong direct effect of the endogenous circadian clock on multiple human metabolic pathways that is independent of sleep or feeding. In addition, they identify multiple potential small-molecule biomarkers of human circadian phase and sleep pressure.
Collapse
|
10
|
Xiang Y, Matsui T, Matsuo K, Shimada K, Tohma S, Nakamura H, Masuko K, Yudoh K, Nishioka K, Kato T. Comprehensive investigation of disease-specific short peptides in sera from patients with systemic sclerosis: complement C3f-des-arginine, detected predominantly in systemic sclerosis sera, enhances proliferation of vascular endothelial cells. ACTA ACUST UNITED AC 2007; 56:2018-30. [PMID: 17530642 DOI: 10.1002/art.22645] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
OBJECTIVE To identify pathogenic and/or disease-specific short peptides in sera from patients with systemic sclerosis (SSc). METHODS Serum samples from 40 patients with SSc, 30 patients with systemic lupus erythematosus, 21 patients with rheumatoid arthritis, 30 patients with osteoarthritis, and 26 healthy donors were tested. Short peptides with molecular weights of smaller than approximately 3 kd, purified from the sera by magnetic bead-based hydrophobic interaction chromatography 18, were detected and their amino acid sequences determined using matrix-assisted laser desorption ionization-time-of-flight mass spectrometry. Effects of the identified peptides on fibroblasts and microvascular endothelial cells were tested using synthesized peptides and sera containing the peptides. RESULTS A group of peptides with mass/charge (m/z) values of 1,865, 1,778, 1,691, 1,563, and 1,450 were detected predominantly in the SSc sera. These peptides were identified as family members of complement C3f-des-arginine (DRC3f) derived from C3b. The level of DRC3f (m/z 1,865) was related to vascular involvement in SSc and to SSc disease activity. The synthesized peptides of DRC3f and C3f, as well as the filtrated sera containing DRC3f, enhanced proliferation of microvascular endothelial cells, but not fibroblasts. Both DRC3f and C3f increased production of transforming growth factor beta1 by dermal microvascular endothelial cells. CONCLUSION This comprehensive peptidomics analysis revealed the predominance of DRC3f in the sera of patients with SSc. Investigation of DRC3f may be a useful tool for the diagnosis and evaluation of disease activity in SSc. Moreover, its demonstrated effects on endothelial cells suggest a potential role for DRC3f in the pathophysiologic mechanisms of SSc.
Collapse
Affiliation(s)
- Yang Xiang
- St. Marianna University School of Medicine, Kawasaki, Kanagawa, Japan
| | | | | | | | | | | | | | | | | | | |
Collapse
|
11
|
Koomen JM, Li D, Xiao LC, Liu TC, Coombes KR, Abbruzzese J, Kobayashi R. Direct tandem mass spectrometry reveals limitations in protein profiling experiments for plasma biomarker discovery. J Proteome Res 2005; 4:972-81. [PMID: 15952745 DOI: 10.1021/pr050046x] [Citation(s) in RCA: 176] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
The low molecular weight plasma proteome and its biological relevance are not well defined; therefore, experiments were conducted to directly sequence and identify peptides observed in plasma and serum protein profiles. Protein fractionation, matrix-assisted laser desorption ionization mass spectrometry (MALDI-MS) profiling, and liquid-chromatography coupled to MALDI tandem mass spectrometry (MS/MS) sequencing were used to analyze the low molecular weight proteome of heparinized plasma. Four fractionation techniques using functionally derivatized 96-well plates were used to extract peptides from plasma. Tandem TOF was successful for identifying peptides up to m/z 5500 with no prior knowledge of the sequence and was also used to verify the sequence assignments for larger ion signals. The peptides (n>250) sequenced in these profiles came from a surprisingly small number of proteins (n approximately 20), which were all common to plasma, including fibrinogen, complement components, antiproteases, and carrier proteins. The cleavage patterns were consistent with those of known plasma proteases, including initial cleavages by thrombin, plasmin and complement proteins, followed by aminopeptidase and carboxypeptidase activity. On the basis of these data, we discuss limitations in biomarker discovery in the low molecular weight plasma or serum proteome using crude fractionation coupled to MALDI-MS profiling.
Collapse
Affiliation(s)
- John M Koomen
- Department of Molecular Pathology, University of Texas, M.D. Anderson Cancer Center, 0089, UT M.D., 1515 Holcombe Blvd., Houston, Texas 77030, USA
| | | | | | | | | | | | | |
Collapse
|
12
|
Capiaumont J, Jacob C, Sarem M, Nabet P, Belleville F, Dousset B. Assay of a seric human hexapeptide (HWESAS) using a monoclonal antibody and ELISA. Clin Chim Acta 2000; 293:89-103. [PMID: 10699425 DOI: 10.1016/s0009-8981(99)00221-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Human serum contains low-molecular-weight growth factors potentiating some in vitro biological effects of IGF-I and IGF-II and recently two peptides were mainly identified: HWESAS and WGHE. In order to determine seric HWESAS concentration, a specific monoclonal antibody against HWESAS was prepared. Its specificity was studied by inhibition tests: this antibody cross-reacts with Y-HWESAS, Cys-HWESAS. It does not react with HWESAS when its COOH is blocked, or with HWE, WGHE and tryptophan or with C3f (SSKITHRIHWESASLLR) which is a fragment of human complement containing HWESAS motif. Its affinity was measured by non competitive enzyme immunoassay (3.89+/-2.44.10(8) M(-1)). Then, this antibody was used in enzyme-linked immunosorbent assay (ELISA) and the preliminary assays were performed to detect HWESAS in serum. In contrast to healthy subjects, patients with chronic renal failure exhibited undetectable concentration of hexapeptide while after successful renal transplantation values increased to reach levels found in healthy subjects and varying according to post-operative evolution. These data are a strong hint that the kidney plays an important role in the production of this hexapeptide and underly the clinical interest of HWESAS detection in renal pathology.
Collapse
Affiliation(s)
- J Capiaumont
- Laboratory of Medical Biochemistry, School of Medicine, Henri Poincare Nancy I University, P.O. Box 184, 54505, Vandoeuvre-les-Nancy, France
| | | | | | | | | | | |
Collapse
|