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1.
Sci Rep ; 12(1): 18470, 2022 11 02.
Article in English | MEDLINE | ID: mdl-36323746

ABSTRACT

Major stress has systemic effects on the body that can have adverse consequences for physical and mental health. However, the molecular basis of these damaging effects remains incompletely understood. Here we use a longitudinal approach to characterise the acute systemic impact of major psychological stress in a pig model. We perform untargeted metabolomics on non-invasively obtained saliva samples from pigs before and 24 h after transfer to the novel physical and social environment of a slaughterhouse. The main molecular changes occurring include decreases in amino acids, B-vitamins, and amino acid-derived metabolites synthesized in B-vitamin-dependent reactions, as well as yet-unidentified metabolite features. Decreased levels of several of the identified metabolites are implicated in the pathology of human psychological disorders and neurodegenerative disease, suggesting a possible neuroprotective function. Our results provide a fingerprint of the acute effect of psychological stress on the metabolome and suggest candidate biomarkers with potential roles in stress-related disorders.


Subject(s)
Neurodegenerative Diseases , Saliva , Humans , Animals , Swine , Saliva/metabolism , Neurodegenerative Diseases/metabolism , Metabolome , Metabolomics/methods , Biomarkers/metabolism , Amino Acids/metabolism
2.
Bioinformatics ; 38(7): 2072-2074, 2022 03 28.
Article in English | MEDLINE | ID: mdl-35080628

ABSTRACT

MOTIVATION: Robust and reproducible data is essential to ensure high-quality analytical results and is particularly important for large-scale metabolomics studies where detector sensitivity drifts, retention time and mass accuracy shifts frequently occur. Therefore, raw data need to be inspected before data processing to detect measurement bias and verify system consistency. RESULTS: Here, we present RawHummus, an R Shiny app for an automated raw data quality control (QC) in metabolomics studies. It produces a comprehensive QC report, which contains interactive plots and tables, summary statistics and detailed explanations. The versatility and limitations of RawHummus are tested with 13 metabolomics/lipidomics datasets and 1 proteomics dataset obtained from 5 different liquid chromatography mass spectrometry platforms. AVAILABILITY AND IMPLEMENTATION: RawHummus is released on CRAN repository (https://cran.r-project.org/web/packages/RawHummus), with source code being available on GitHub (https://github.com/YonghuiDong/RawHummus). The web application can be executed locally from the R console using the command 'runGui()'. Alternatively, it can be freely accessed at https://bcdd.shinyapps.io/RawHummus/. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Subject(s)
Mobile Applications , Software , Metabolomics , Mass Spectrometry , Lipidomics , Quality Control
3.
Food Chem X ; 9: 100113, 2021 Mar 30.
Article in English | MEDLINE | ID: mdl-33511339

ABSTRACT

The study aims at developing a rapid and robust mass spectrometric method capable of measuring the malodorous boar taint compounds androstenone and skatole in fat samples from male pig carcasses. The developed method is suited for use in commercial abattoirs as an at-line method to detect the presence of these compounds in carcasses or as a high-speed analysis in laboratories with high sample turnover. The chemical assay is based on salt-assisted liquid-liquid extraction and direct measurement with Laser Diode Thermal Desorption-Tandem Mass Spectrometry (LDTD-MS/MS). When fully automated as an at-line method, a single LDTD-MS/MS system will have a measuring capacity of >420 male pig carcasses per hour. The limit of quantification (LOQ) is 0.05 µg/g and 0.10 µg/g for skatole and androstenone, respectively, which is well below the expected sorting thresholds. The reproducibility of the method (%RSD) meets the industry requirement for an RSD of below 10%.

4.
Bioinform Adv ; 1(1): vbab029, 2021.
Article in English | MEDLINE | ID: mdl-36700106

ABSTRACT

Summary: The accuracy of any analytical method is highly dependent on the selection of an appropriate calibration model. Here, we present CCWeights, an R package for automated assessment and selection of weighting factors for accurate quantification using linear calibration curve. Additionally, CCWeights includes a web application that allows users to analyze their data using an interactive graphical user interface, without any programming requirements. The workflow and features of CCWeights are illustrated by the analyses of two datasets acquired by liquid chromatography-mass spectrometry (LC-MS). The resulting quantification table can be directly utilized for further model assessment and subsequent data analysis. Availability and implementation: CCWeights is publicly available on CRAN repository (https://cran.r-project.org/web/packages/CCWeights), with source code available on GitHub (https://github.com/YonghuiDong/CCWeights) under a GPL-3 license. The web application can be run locally from R console using a simple command "runGui()". Alternatively, the web application can be freely accessed for direct online use at https://bcdd.shinyapps.io/CCWeights/. Supplementary information: Supplementary data are available at Bioinformatics Advances online.

5.
Pediatr Res ; 88(4): 556-564, 2020 10.
Article in English | MEDLINE | ID: mdl-32045933

ABSTRACT

BACKGROUND: Medium-chain acyl-CoA dehydrogenase (MCAD) deficiency (MCADD) is the most frequent fatty acid oxidation (FAO) defect in humans. MCAD-deficient fibroblasts are more resistant to oxidative stress-induced cell death than other FAO defects and healthy controls. METHODS: Herein we investigate the antioxidant response and mitochondrial function in fibroblasts from MCAD-deficient patients (c.985 A>G/c.985 A>G) and healthy controls. RESULTS: MCAD-deficient fibroblasts showed increased level of mitochondrial superoxide, while lipids were less oxidatively damaged, and higher amount of manganese superoxide dismutase were detected compared to healthy controls, showing forceful antioxidant system in MCADD. We showed increased maximal respiration and reserve capacity in MCAD-deficient fibroblasts compared to controls, indicating more capacity through the tricarboxylic acid (TCA) cycle and subsequently respiratory chain. This led us to study the pyruvate dehydrogenase complex (PDC), the key enzyme in the glycolysis releasing acetyl-CoA to the TCA cycle. MCAD-deficient fibroblasts displayed not only significantly increased PDC but also increased lipoylated PDC protein levels compared to healthy controls. CONCLUSIONS: Based on these findings, we raise the interesting hypothesis that increased PDC-bound lipoic acid, synthesized from accumulated octanoic acid in MCADD, may affect the cellular antioxidant pool in MCADD.


Subject(s)
Acyl-CoA Dehydrogenase/deficiency , Acyl-CoA Dehydrogenase/genetics , Antioxidants/pharmacology , Lipid Metabolism, Inborn Errors/metabolism , Thioctic Acid/chemistry , Acyl-CoA Dehydrogenase/metabolism , Antioxidants/metabolism , Caprylates/metabolism , Carnitine/analogs & derivatives , Carnitine/metabolism , Cell Death , Fibroblasts/metabolism , Genotype , Glycolysis , Humans , Lipid Peroxidation , Mitochondria/metabolism , Oxidative Stress , Phenotype , Superoxides/metabolism
6.
Article in English | MEDLINE | ID: mdl-27686847

ABSTRACT

Monitoring of proteins involved in cellular life and death processes is of high scientific interest since it permits the elucidation of functional changes in a variety of diseases. In this study, we have developed a nanoLC-MS/MS assay for the simultaneous detection and quantification of 24 selected proteins that are known to be important for cellular homeostasis. The Selected Reaction Monitoring (SRM) assay applies heavy-labeled peptide analogues for the relative quantification of proteins with central functions in cellular stress and metabolism, including many mitochondrial proteins. The assay includes proteins involved in the quality control of mitochondrial proteins, oxidative stress, respiratory chain, and fatty acid degradation, as well as the cytosolic glyceraldehyde 3-phosphate dehydrogenase, lactate dehydrogenase and ribosomal proteins. The assay can thus quantitate the balance between mitochondrial and cytosolic pathways, which is relevant in many disease states, and can be studied by comparing patient and control samples. The measured validation parameters showed satisfactory results for the proteins included in the analysis. The linear range of the monitored proteins was 0.01-20nM, with a median precision of less than 10%. The assay performed well in monitoring proteins in both cultured human skin fibroblast cells as well as in isolated peripheral blood mononuclear cells. We therefore believe that this assay is applicable for the study of cellular stress response in various types of cell defects and disease states.


Subject(s)
Mass Spectrometry/methods , Proteins/metabolism , Humans , Limit of Detection , Reproducibility of Results
7.
PLoS One ; 9(8): e104103, 2014.
Article in English | MEDLINE | ID: mdl-25093596

ABSTRACT

Cholesteatoma is the growth of keratinizing squamous epithelium in the middle ear. It is associated with severe complications and has a poorly understood etiopathogenesis. Here, we present the results from extensive bioinformatics analyses of the first large-scale proteomic investigation of cholesteatoma. The purpose of this study was to take an unbiased approach to identifying alterations in protein expression and in biological processes, in order to explain the characteristic phenotype of this skin-derived tumor. Five different human tissue types (cholesteatoma, neck of cholesteatoma, tympanic membrane, external auditory canal skin, and middle ear mucosa) were analyzed. More than 2,400 unique proteins were identified using nanoLC-MS/MS based proteomics (data deposited to the ProteomeXchange), and 295 proteins were found to be differentially regulated in cholesteatoma. Validation analyses were performed by SRM mass spectrometry. Proteins found to be up- or down-regulated in cholesteatoma were analyzed using Ingenuity Pathway Analysis and clustered into functional groups, for which activation state and associations to disease processes were predicted. Cholesteatoma contained high levels of pro-inflammatory S100 proteins, such as S100A7A and S100A7. Several proteases, such as ELANE, were up-regulated, whereas extracellular matrix proteins, such as COL18A1 and NID2, were under-represented. This may lead to alterations in integrity and differentiation of the tissue (as suggested by the up-regulation of KRT4 in the cholesteatoma). The presented data on the differential protein composition in cholesteatoma corroborate previous studies, highlight novel protein functionalities involved in the pathogenesis, and identify new areas for targeted research that hold therapeutic potential for the disease.


Subject(s)
Cholesteatoma/etiology , Cholesteatoma/metabolism , Proteome/metabolism , Proteomics/methods , Adolescent , Adult , Aged , Child , Computational Biology , Connective Tissue/metabolism , Down-Regulation , Female , Humans , Keratins/metabolism , Male , Middle Aged , Reproducibility of Results , Up-Regulation , Young Adult
8.
PLoS One ; 8(5): e64093, 2013.
Article in English | MEDLINE | ID: mdl-23704975

ABSTRACT

BACKGROUND: Inhibition of glucose oxidation during initial reperfusion confers protection against ischemia-reperfusion (IR) injury in the heart. Mitochondrial metabolism is altered with progression of type 2 diabetes (T2DM). We hypothesized that the metabolic alterations present at onset of T2DM induce cardioprotection by metabolic shutdown during IR, and that chronic alterations seen in late T2DM cause increased IR injury. METHODS: Isolated perfused hearts from 6 (prediabetic), 12 (onset of T2DM) and 24 (late T2DM) weeks old male Zucker diabetic fatty rats (ZDF) and their age-matched heterozygote controls were subjected to 40 min ischemia/120 min reperfusion. IR injury was assessed by TTC-staining. Myocardial glucose metabolism was evaluated by glucose tracer kinetics (glucose uptake-, glycolysis- and glucose oxidation rates), myocardial microdialysis (metabolomics) and tissue glycogen measurements. RESULTS: T2DM altered the development in sensitivity towards IR injury compared to controls. At late diabetes ZDF hearts suffered increased damage, while injury was decreased at onset of T2DM. Coincident with cardioprotection, oxidation of exogenous glucose was decreased during the initial and normalized after 5 minutes of reperfusion. Metabolomic analysis of citric acid cycle intermediates demonstrated that cardioprotection was associated with a reversible shutdown of mitochondrial glucose metabolism during ischemia and early reperfusion at onset of but not at late type 2 diabetes. CONCLUSIONS: The metabolic alterations of type 2 diabetes are associated with protection against IR injury at onset but detrimental effects in late diabetes mellitus consistent with progressive dysfunction of glucose oxidation. These findings may explain the variable efficacy of cardioprotective interventions in individuals with type 2 diabetes.


Subject(s)
Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/metabolism , Glucose/metabolism , Myocardial Reperfusion Injury/metabolism , Myocardial Reperfusion Injury/prevention & control , Animals , Aspartic Acid/metabolism , Blood Glucose/metabolism , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/physiopathology , Heart Function Tests , Hemodynamics , Malates/metabolism , Male , Membrane Transport Proteins/metabolism , Myocardial Infarction/blood , Myocardial Infarction/pathology , Myocardial Infarction/physiopathology , Myocardial Reperfusion Injury/complications , Myocardial Reperfusion Injury/physiopathology , Myocardium/metabolism , Myocardium/pathology , Oxidation-Reduction , Rats , Rats, Zucker , Recovery of Function
9.
Forensic Sci Int ; 222(1-3): 154-61, 2012 Oct 10.
Article in English | MEDLINE | ID: mdl-22770621

ABSTRACT

An ultra-performance liquid chromatography time-of-flight mass spectrometry (UPLC-TOF-MS) method for simultaneous screening of 46 medicinal drugs and drugs of abuse in whole blood was developed and validated. The method includes most of the commonly used and abused drugs such as amphetamines, cocaine, benzodiazepines, and opioids. Chromatographic separation of the targeted drugs was achieved using a Waters ACQUITY UPLC coupled to a Waters Micromass LCT Premier XE time-of-flight mass spectrometer. The total chromatographic run time was 13.5 min injection to injection. The estimated method LOQ is in the range of 0.06-27 ng/g, which is below the therapeutic levels for each of the drugs analyzed but LSD. The extraction recovery ranged from 6% to 197% with median value 95% and mean value 82%. Matrix effect ranged from 81% suppression to 29% enhancement of the signals compared to signals obtained in the absence of biological matrix. The method was tested on 55 authentic forensic toxicology samples confirming the same positive results as found using the routine analytical procedures as well as some additional compounds. Recently there has been considerable attention paid to drug-facilitated sexual assault and the toxicological findings in these cases. As part of a pilot study to investigate the prevalence of medicinal drugs, drugs of abuse, and alcohol in victims of alleged sexual assault, biological specimens were obtained from 167 victims being examined at the Sexual Assault Center in Aarhus, Denmark. The obtained blood samples were analyzed using the novel screening method supported by additional analyses for e.g. THC and alcohol. 124 victims reported they have been drinking alcohol prior to the assault (74%). Alcohol analyses revealed 59 positive findings (48%). 35 of the cases were found positive for one or more drugs excluding alcohol (21%). 20 of the victims reported they have been subject to a drug-facilitated sexual assault (12%). For the victims suspecting drug-facilitated sexual assault, the toxicological analyses revealed four positive for alcohol and nine victims were positive for one or more drugs, with six of the victims found positive for benzodiazepines or other drugs with sedative effects. It was notable that victims tested positive for medicinal drugs and drugs of abuse as well as victims of alleged drug-facilitated sexual assault in average underwent medical examination later than the whole study population.


Subject(s)
Crime Victims , Rape , Substance Abuse Detection/methods , Adolescent , Adult , Benzodiazepines/blood , Central Nervous System Diseases/blood , Chromatography, Liquid/methods , Dronabinol/blood , Ethanol/blood , Forensic Toxicology , Humans , Hypnotics and Sedatives/blood , Illicit Drugs/blood , Mass Spectrometry/methods , Middle Aged , Pharmaceutical Preparations/blood , Phenobarbital/blood , Young Adult
10.
J Pharm Biomed Anal ; 53(4): 983-90, 2010 Dec 01.
Article in English | MEDLINE | ID: mdl-20634014

ABSTRACT

Research within the field of metabolite profiling has already illuminated our understanding of a variety of physiological and pathological processes. Microdialysis has added further refinement to previous models and has allowed the testing of new hypotheses. In the present study, a new ultra-performance liquid chromatography/electrospray-tandem mass spectrometry (UPLC-ESI-MS/MS) method for the simultaneous detection and quantification of intermediary energy metabolites in microdialysates was developed. The targeted metabolites were mainly from the citric acid cycle in combination with pyruvic acid, lactic acid, and the ATP (adenosine triphosphate) hydrolysis product adenosine along with metabolites of adenosine. This method was successfully applied to analyze the microdialysates obtained from an experimental animal study giving insight into the hitherto unknown concentration of many interstitial energy metabolites, such as succinic acid and malic acid. With a total cycle time of 3 min, injection to injection, this method permits analysis of a much larger number of samples in comparison with conventional high performance liquid chromatography/tandem mass spectrometry HPLC-MS/MS strategies. With this novel combination where microdialysis and high sensitivity UPLC-MS/MS technique is combined within cardiologic research, new insights into the intermediary energy metabolism during ischemia-reperfusion is now feasible.


Subject(s)
Chromatography, Liquid/methods , Energy Metabolism , High-Throughput Screening Assays/methods , Microdialysis/methods , Tandem Mass Spectrometry/methods , Animals , Limit of Detection , Myocardium/metabolism , Swine
11.
Forensic Sci Int ; 183(1-3): 91-6, 2009 Jan 10.
Article in English | MEDLINE | ID: mdl-19091499

ABSTRACT

This paper reports a fatal overdose case involving the potent hallucinogenic drug Bromo-Dragonfly (1-(8-bromobenzo[1,2-b; 4,5-b']difuran-4-yl)-2-aminopropane). In the present case, an 18-year-old woman was found dead after ingestion of a hallucinogenic liquid. A medico-legal autopsy was performed on the deceased, during which liver, blood, urine and vitreous humour were submitted for toxicological examination. Bromo-Dragonfly was identified in the liver blood using UPLC-TOFMS, and was subsequently quantified in femoral blood (0.0047 mg/kg), urine (0.033 mg/kg) and vitreous humour (0.0005 mg/kg) using LC-MS/MS. Calibration standards were prepared from Bromo-Dragonfly isolated from a bottle found next to the deceased. The structure and purity of the isolated compound were unambiguously determined from analysis of UPLC-TOFMS, GC-MS, HPLC-DAD, (1)H and (13)C NMR data and by comparison to literature data. The autopsy findings were non-specific for acute poisoning. However, based on the toxicological findings, the cause of death was determined to be a fatal overdose of Bromo-Dragonfly, as no ethanol and no therapeutics or other drugs of abuse besides Bromo-Dragonfly were detected in the liver, blood or urine samples from the deceased. To our knowledge, this is the first report of quantification of Bromo-Dragonfly in a biological specimen from a deceased person. This case caused the drug to be classified as an illegal drug in Denmark on 5th December 2007.


Subject(s)
Bromobenzoates/poisoning , Hallucinogens/poisoning , Illicit Drugs/poisoning , Propylamines/poisoning , Adolescent , Bromobenzoates/analysis , Bromobenzoates/chemistry , Chromatography, High Pressure Liquid , Female , Forensic Toxicology , Gas Chromatography-Mass Spectrometry , Hallucinogens/analysis , Hallucinogens/chemistry , Humans , Illicit Drugs/analysis , Illicit Drugs/chemistry , Molecular Structure , Propylamines/analysis , Propylamines/chemistry , Vitreous Body/chemistry
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