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1.
Clin Nutr ; 39(7): 2211-2219, 2020 07.
Article in English | MEDLINE | ID: mdl-31677804

ABSTRACT

BACKGROUND: Micronutrient supplementation has been extensively explored as a strategy to improve health and reduce risk of chronic diseases. Fat-soluble vitamins like A and E with their antioxidant properties and mechanistic interactions with lipoproteins, have potentially a key impact on lipid metabolism and lipidemia. OBJECTIVE: The impact of micronutrients on lipid metabolism requires further investigation including characterization of plasma lipidome following supplementation and any cause-effect on circulating lipids. DESIGN: In this study, we elucidate the effect and associations of a multi-micronutrient intervention in Brazilian children and teens with lipoprotein alterations and lipid metabolism. RESULTS: Our analysis suggests a combination of short and long-term impact of supplementation on lipid metabolism, potentially mediated primarily by α-tocopherol (vitamin E) and retinol (vitamin A). Among the lipid classes, levels of phospholipids, lysophospholipids, and cholesterol esters were impacted the most along with differential incorporation of stearic, palmitic, oleic and arachidonic acids. Integrated analysis with proteomic data suggested potential links to supplementation-mediated alterations in protein levels of phospholipases and pyruvate dehydrogenase kinase 1 (PDK1). CONCLUSIONS: Associations between the observed differences in lipidemia, total triglyceride, and VLDL-cholesterol levels suggest that micronutrients may play a role in reducing these risk factors for cardiovascular disease in children. This would require further investigation.


Subject(s)
Dietary Supplements , Hyperlipidemias/drug therapy , Lipids/blood , Micronutrients/administration & dosage , Adolescent , Age Factors , Biomarkers/blood , Brazil , Child , Cholesterol, VLDL/blood , Dietary Supplements/adverse effects , Female , Humans , Hyperlipidemias/blood , Hyperlipidemias/diagnosis , Lipidomics , Male , Micronutrients/adverse effects , Proteomics , Time Factors , Treatment Outcome , Triglycerides/blood , Vitamin A/administration & dosage , alpha-Tocopherol/administration & dosage
2.
EBioMedicine ; 44: 607-617, 2019 Jun.
Article in English | MEDLINE | ID: mdl-31202815

ABSTRACT

BACKGROUND: Traumatic brain injury (TBI) is recognized as a metabolic disease, characterized by acute cerebral glucose hypo-metabolism. Adaptive metabolic responses to TBI involve the utilization of alternative energy substrates, such as ketone bodies. Cerebral microdialysis (CMD) has evolved as an accurate technique allowing continuous sampling of brain extracellular fluid and assessment of regional cerebral metabolism. We present the successful application of a combined hypothesis- and data-driven metabolomics approach using repeated CMD sampling obtained routinely at patient bedside. Investigating two patient cohorts (n = 26 and n = 12), we identified clinically relevant metabolic patterns at the acute post-TBI critical care phase. METHODS: Clinical and CMD metabolomics data were integrated and analysed using in silico and data modelling approaches. We used both unsupervised and supervised multivariate analysis techniques to investigate structures within the time series and associations with patient outcome. FINDINGS: The multivariate metabolite time series exhibited two characteristic brain metabolic states that were attributed to changes in key metabolites: valine, 4-methyl-2-oxovaleric acid (4-MOV), isobeta-hydroxybutyrate (iso-bHB), tyrosyine, and 2-ketoisovaleric acid (2-KIV). These identified cerebral metabolic states differed significantly with respect to standard clinical values. We validated our findings in a second cohort using a classification model trained on the cerebral metabolic states. We demonstrated that short-term (therapeutic intensity level (TIL)) and mid-term patient outcome (6-month Glasgow Outcome Score (GOS)) can be predicted from the time series characteristics. INTERPRETATION: We identified two specific cerebral metabolic patterns that are closely linked to ketometabolism and were associated with both TIL and GOS. Our findings support the view that advanced metabolomics approaches combined with CMD may be applied in real-time to predict short-term treatment intensity and long-term patient outcome.


Subject(s)
Brain Injuries, Traumatic/metabolism , Brain/metabolism , Ketone Bodies/metabolism , Adult , Biomarkers , Brain Injuries, Traumatic/cerebrospinal fluid , Brain Injuries, Traumatic/diagnosis , Brain Injuries, Traumatic/therapy , Chromatography, Liquid , Computational Biology/methods , Female , Glasgow Coma Scale , Humans , Intracranial Pressure , Male , Metabolome , Metabolomics/methods , Microdialysis , Middle Aged , Patient Outcome Assessment , Prognosis , ROC Curve , Retrospective Studies , Tandem Mass Spectrometry
3.
J Neurochem ; 140(5): 766-775, 2017 03.
Article in English | MEDLINE | ID: mdl-28002627

ABSTRACT

The field of lipidomics has evolved vastly since its creation 15 years ago. Advancements in mass spectrometry have allowed for the identification of hundreds of intact lipids and lipid mediators. However, because of the release of fatty acids from the phospholipid membrane in the brain caused by ischemia, identifying the neurolipidome has been challenging. Microwave fixation has been shown to reduce the ischemia-induced release of several lipid mediators. Therefore, this study aimed to develop a method combining high-resolution tandem mass spectrometry (MS/MS), high-energy head-focused microwave fixation and statistical modeling, allowing for the measurement of intact lipids and lipid mediators in order to eliminate the ischemia-induced release of fatty acids and identify the rat neurolipidome. In this study, we demonstrated the ischemia-induced production of bioactive lipid mediators, and the reduction in variability using microwave fixation in combination with liquid chromatography (LC)-MS/MS. We have also illustrated for the first time that microwave fixation eliminates the alterations in intact lipid species following ischemia. While many phospholipid species were unchanged by ischemia, other intact lipid classes, such as diacylglycerol, were lower in concentration following microwave fixation compared to ischemia.


Subject(s)
Brain Ischemia/physiopathology , Lipid Metabolism , Neurons/metabolism , Signal Transduction , Animals , Brain Ischemia/metabolism , Ceramides/metabolism , Diglycerides/metabolism , Fatty Acids/metabolism , Inflammation/chemically induced , Inflammation/physiopathology , Lipopolysaccharides/pharmacology , Male , Microwaves , Phospholipids/metabolism , Rats , Rats, Long-Evans
4.
Analyst ; 141(3): 918-25, 2016 Feb 07.
Article in English | MEDLINE | ID: mdl-26753182

ABSTRACT

Clinical microbiology automation is currently limited by the lack of an in-plate culture identification system. Using an inexpensive, printed, disposable colorimetric sensor array (CSA) responsive to the volatiles emitted into plate headspace by microorganisms during growth, we report here that not only the presence but the species of bacteria growing in plate was identified before colonies are visible. In 1894 trials, 15 pathogenic bacterial species cultured on blood agar were identified with 91.0% sensitivity and 99.4% specificity within 3 hours of detection. The results indicate CSAs integrated into Petri dish lids present a novel paradigm to speciate microorganisms, well-suited to integration into automated plate handling systems.


Subject(s)
Electronic Nose , Gram-Negative Bacteria/isolation & purification , Gram-Positive Bacteria/isolation & purification , Molecular Probe Techniques/instrumentation , Volatile Organic Compounds/analysis , Reproducibility of Results
5.
ACS Sens ; 1(7): 852-856, 2016 07 22.
Article in English | MEDLINE | ID: mdl-29057329

ABSTRACT

The World Health Organization has called for simple, sensitive, and non-sputum diagnostics for tuberculosis. We report development of a urine tuberculosis test using a colorimetric sensor array (CSA). The sensor comprised of 73 different indicators captures high-dimensional, spatiotemporal signatures of volatile chemicals emitted by human urine samples. The sensor responses to 63 urine samples collected from 22 tuberculosis cases and 41 symptomatic controls were measured under five different urine test conditions. Basified testing condition yielded the best accuracy with 85.5% sensitivity and 79.5% specificity. The CSA urine assay offers desired features needed for tuberculosis diagnosis in endemic settings.


Subject(s)
Colorimetry/methods , Tuberculosis/diagnosis , Volatile Organic Compounds/urine , Adult , Aged , Case-Control Studies , Colorimetry/standards , Endemic Diseases , Female , Humans , Male , Middle Aged , Sensitivity and Specificity , Young Adult
6.
Genome Med ; 7: 63, 2015.
Article in English | MEDLINE | ID: mdl-26273324

ABSTRACT

BACKGROUND: Evidence from several recent metabolomic studies suggests that increased concentrations of triacylglycerols with shorter (14-16 carbon atoms), saturated fatty acids are associated with insulin resistance and the risk of type 2 diabetes. Although causality cannot be inferred from association studies, patients in whom the primary cause of insulin resistance can be genetically defined offer unique opportunities to address this challenge. METHODS: We compared metabolite profiles in patients with congenital lipodystrophy or loss-of-function insulin resistance (INSR gene) mutations with healthy controls. RESULTS: The absence of significant differences in triacylglycerol species in the INSR group suggest that changes previously observed in epidemiological studies are not purely a consequence of insulin resistance. The presence of triacylglycerols with lower carbon numbers and high saturation in patients with lipodystrophy suggests that these metabolite changes may be associated with primary adipose tissue dysfunction. The observed pattern of triacylglycerol species is indicative of increased de novo lipogenesis in the liver. To test this we investigated the distribution of these triacylglycerols in lipoprotein fractions using size exclusion chromatography prior to mass spectrometry. This associated these triacylglycerols with very low-density lipoprotein particles, and hence release of triacylglycerols into the blood from the liver. To test further the hepatic origin of these triacylglycerols we induced de novo lipogenesis in the mouse, comparing ob/ob and wild-type mice on a chow or high fat diet, confirming that de novo lipogenesis induced an increase in relatively shorter, more saturated fatty acids. CONCLUSIONS: Overall, these studies highlight hepatic de novo lipogenesis in the pathogenesis of metabolic dyslipidaemia in states where energy intake exceeds the capacity of adipose tissue.


Subject(s)
Insulin Resistance , Lipids/blood , Lipodystrophy, Congenital Generalized/blood , Adolescent , Adult , Animals , Antigens, CD/genetics , Diet, High-Fat , Female , Humans , Insulin Resistance/genetics , Lamin Type A/genetics , Lipodystrophy, Congenital Generalized/genetics , Lipogenesis , Liver/metabolism , Male , Mice, Inbred C57BL , Mice, Obese , Middle Aged , PPAR gamma/genetics , Receptor, Insulin/genetics , Young Adult
7.
Expert Rev Mol Diagn ; 15(1): 97-109, 2015 Jan.
Article in English | MEDLINE | ID: mdl-25354566

ABSTRACT

Small molecules within biological systems provide powerful insights into the biological roles, processes and states of organisms. Metabolomics is the study of the concentrations, structures and interactions of these thousands of small molecules, collectively known as the metabolome. Metabolomics is at the interface between chemistry, biology, statistics and computer science, requiring multidisciplinary skillsets. This presents unique challenges for researchers to fully utilize the information produced and to capture its potential diagnostic power. A good understanding of study design, sample preparation, analysis methods and data analysis is essential to get the right answers for the right questions. We outline the current state of the art, benefits and challenges of metabolomics to create an understanding of metabolomics studies from the experimental design to data analysis.


Subject(s)
Metabolome , Animals , Data Interpretation, Statistical , Electronic Data Processing , Humans , Magnetic Resonance Spectroscopy/standards , Metabolomics/standards , Reference Standards , Research Design
8.
Metabolomics ; 10(5): 1018-1025, 2014.
Article in English | MEDLINE | ID: mdl-25177234

ABSTRACT

Early life exposures and metabolic programming are associated with later disease risk. In particular lipid metabolism is thought to play a key role in the development of the metabolic syndrome and insulin resistance in later life. Investigative studies of metabolic programming are limited by the ethics and practicalities of sample collection in small infants. Dried blood spots on filter paper, derived from heel pricks are considered as the most suitable option for this age group. We validated a novel lipid profiling method, based on high resolution mass spectrometry to successfully determine the lipid composition of infants using dried blood spots. The spotting and air drying of blood on paper has noticeable effects on many of the lipids, leading to lipid oxidation and hydrolysis, which demand careful interpretation of the obtained data. We compared the lipid profiles from plasma or whole blood samples and the results from dried blood spots to determine if these revealed the same inter-subject differences. The results from dried blood spots were no less reproducible than other lipid profiling methods which required comparatively larger sample volumes. Therefore, lipid profiles obtained from dried blood spots can be successfully used to monitor infancy lipid metabolism and we show significant differences in the lipid metabolism of infants at age 3 versus 12 months.

9.
J Clin Microbiol ; 52(2): 592-8, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24478493

ABSTRACT

Sepsis is a medical emergency demanding early diagnosis and tailored antimicrobial therapy. Every hour of delay in initiating effective therapy measurably increases patient mortality. Blood culture is currently the reference standard for detecting bloodstream infection, a multistep process which may take one to several days. Here, we report a novel paradigm for earlier detection and the simultaneous identification of pathogens in spiked blood cultures by means of a metabolomic "fingerprint" of the volatile mixture outgassed by the organisms. The colorimetric sensor array provided significantly faster detection of positive blood cultures than a conventional blood culture system (12.1 h versus 14.9 h, P < 0.001) while allowing for the identification of 18 bacterial species with 91.9% overall accuracy within 2 h of growth detection. The colorimetric sensor array also allowed for discrimination between unrelated strains of methicillin-resistant Staphylococcus aureus, indicating that the metabolomic fingerprint has the potential to track nosocomial transmissions. Altogether, the colorimetric sensor array is a promising tool that offers a new paradigm for diagnosing bloodstream infections.


Subject(s)
Bacteria/isolation & purification , Bacteriological Techniques/methods , Biosensing Techniques/methods , Blood Chemical Analysis/methods , Blood/microbiology , Colorimetry/methods , Sepsis/diagnosis , Bacteria/classification , Humans , Metabolomics/methods , Sepsis/microbiology , Time
10.
J Crohns Colitis ; 8(1): 70-9, 2014 Jan.
Article in English | MEDLINE | ID: mdl-23619007

ABSTRACT

BACKGROUND AND AIMS: The polyunsaturated fatty acids (PUFA) arachidonic acid (AA, n-6) and eicosapentaenoic acid (EPA, n-3) are precursors of eicosanoids and other lipid mediators which have critical roles in inflammation. The mediators formed from the different PUFA have different potencies. We hypothesised that metabolic changes associated with colonic mucosal inflammation would modify the bioavailability of the eicosanoid precursors AA and EPA. METHODS: Colonic mucosa biopsies were obtained from patients with ulcerative colitis and from matched controls. Inflammation was graded endoscopically and histologically. Esterified and non-esterified fatty acids were determined within the biopsies using gas chromatography-mass spectrometry and liquid chromatography-mass spectrometry, respectively. RESULTS: Biopsy samples were collected from 69 UC patients (54 providing both inflamed and non-inflamed mucosa) and 69 controls. Inflamed mucosa had higher AA (p<0.001) and lower EPA (p<0.010) contents and a higher AA:EPA ratio (p<0.001). Inflamed mucosa also had higher docosapentaenoic acid (DPA) and docosahexaenoic acid (DHA) and lower linoleic acid (LA) and α-linolenic acid (α-LNA) contents (all p<0.001), compared to non-inflamed and controls. There were significant correlations between severity of inflammation and contents of AA, DPA and DHA (positive correlations) and of LA, α-LNA and EPA (negative correlations). CONCLUSIONS: Higher AA, AA:EPA ratio, DPA and DHA and lower LA, α-LNA and EPA are seen in inflamed mucosa in UC and correlate with severity of inflammation. This suggests an alteration in fatty acid metabolism in the inflamed gut mucosa, which may offer novel targets for intervention and should be considered if nutritional strategies are used.


Subject(s)
Colitis, Ulcerative/metabolism , Colon/metabolism , Fatty Acids, Omega-3/pharmacokinetics , Fatty Acids, Omega-6/pharmacokinetics , Intestinal Mucosa/metabolism , Adult , Biological Availability , Case-Control Studies , Colitis, Ulcerative/pathology , Colon/pathology , Diet , Esterification , Fatty Acids, Omega-3/chemistry , Fatty Acids, Omega-6/chemistry , Female , Humans , Intestinal Mucosa/pathology , Male , Middle Aged , Prospective Studies , Severity of Illness Index , Surveys and Questionnaires
11.
Mol Nutr Food Res ; 58(3): 601-13, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24190860

ABSTRACT

SCOPE: Fish oil-derived n-3 PUFA may improve cardiometabolic health through modulation of innate immunity. However, findings in clinical studies are conflicting. We hypothesized that n-3 PUFA supplementation would dose-dependently reduce the systemic inflammatory response to experimental endotoxemia in healthy humans. METHODS AND RESULTS: The Fenofibrate and omega-3 Fatty Acid Modulation of Endotoxemia (FFAME) study was an 8-wk randomized double-blind trial of placebo or n-3 PUFA supplementation (Lovaza 465 mg eicosapentaenoic acid (EPA) + 375 mg docosahexaenoic acid (DHA)) at "low" (1/day, 900 mg) or "high" (4/day, 3600 mg) dose in healthy individuals (N = 60; age 18-45; BMI 18-30; 43% female; 65% European-, 20% African-, 15% Asian-ancestry) before a low-dose endotoxin challenge (LPS 0.6 ng/kg intravenous bolus). The endotoxemia-induced temperature increase was significantly reduced with high-dose (p = 0.03) but not low-dose EPA + DHA compared to placebo. Although there was no statistically significant impact of EPA + DHA on individual inflammatory responses (tumor necrosis factor-α (TNF-α), IL-6, monocyte chemotactic protein (MCP-1), IL-1 receptor agonist (IL-1RA), IL-10, C-reactive protein (CRP), serum amyloid A (SAA)), there was a pattern of lower responses across all biomarkers with high-dose (nine of nine observed), but not low-dose EPA + DHA. CONCLUSION: EPA + DHA at 3600 mg/day, but not 900 mg/day, reduced fever and had a pattern of attenuated LPS induction of plasma inflammatory markers during endotoxemia. Clinically and nutritionally relevant long-chain n-3 PUFA regimens may have specific, dose-dependent, anti-inflammatory actions.


Subject(s)
Endotoxemia/diet therapy , Fatty Acids, Omega-3/pharmacology , Adolescent , Adult , Dietary Supplements , Docosahexaenoic Acids/pharmacology , Dose-Response Relationship, Drug , Drug Combinations , Eicosapentaenoic Acid/pharmacology , Fatty Acids, Omega-3/administration & dosage , Fatty Acids, Omega-3/blood , Fatty Acids, Omega-3/urine , Female , Fish Oils/pharmacology , Healthy Volunteers , Humans , Inflammation/diet therapy , Inflammation/metabolism , Isoprostanes/urine , Lipopolysaccharides/toxicity , Lipoproteins/blood , Male , Middle Aged , Young Adult
12.
PLoS One ; 8(10): e76532, 2013.
Article in English | MEDLINE | ID: mdl-24204637

ABSTRACT

OBJECTIVES: Ulcerative colitis (UC) is a relapsing inflammatory disorder of unconfirmed aetiology, variable severity and clinical course, characterised by progressive histological inflammation and with elevation of eicosanoids which have a known pathophysiological role in inflammation. Therapeutic interventions targetting eicosanoids (5-aminosalicylates (ASA)) are effective first line and adjunctive treatments in mild-moderate UC for achieving and sustaining clinical remission. However, the variable clinical response to 5-ASA and frequent deterioration in response to cyclo-oxygenase (COX) inhibitors, has prompted an in depth simultaneous evaluation of multiple lipid mediators (including eicosanoids) within the inflammatory milieu in UC. We hypothesised that severity of inflammation is associated with alteration of lipid mediators, in relapsing UC. DESIGN: Study was case-control design. Mucosal lipid mediators were determined by LC-MS/MS lipidomics analysis on mucosal biopsies taken from patients attending outpatients with relapsing UC. Univariate and multivariate statistical analyses were used to investigate the association of mucosal lipid mediators, with the disease state and severity graded histologically. RESULTS: Levels of PGE2, PGD2, TXB2, 5-HETE, 11-HETE, 12-HETE and 15-HETE are significantly elevated in inflamed mucosa and correlate with severity of inflammation, determined using validated histological scoring systems. CONCLUSIONS: Our approach of capturing inflammatory mediator signature at different stages of UC by combining comprehensive lipidomics analysis and computational modelling could be used to classify and predict mild-moderate inflammation; however, predictive index is diminished in severe inflammation. This new technical approach could be developed to tailor drug treatments to patients with active UC, based on the mucosal lipid mediator profile.


Subject(s)
Colitis, Ulcerative/metabolism , Colitis, Ulcerative/pathology , Fatty Acids, Unsaturated/metabolism , Inflammation Mediators/metabolism , Intestinal Mucosa/metabolism , Intestinal Mucosa/pathology , Adrenal Cortex Hormones/therapeutic use , Adult , Aminosalicylic Acids/therapeutic use , Arachidonate 5-Lipoxygenase/metabolism , Biopsy , Case-Control Studies , Colitis, Ulcerative/drug therapy , Fatty Acids, Unsaturated/chemistry , Female , Humans , Inflammation Mediators/chemistry , Lipid Metabolism , Male , Middle Aged , Prostaglandin-Endoperoxide Synthases/metabolism
13.
Genome Med ; 5(4): 39, 2013.
Article in English | MEDLINE | ID: mdl-23618465

ABSTRACT

A fully automated, high-throughput method was developed to profile the fatty acids of phospholipids from human plasma samples for application to a large epidemiological sample set (n > 25,000). We report here on the data obtained for the quality-control materials used with the first 860 batches, and the validation process used. The method consists of two robotic systems combined with gas chromatography, performing lipid extraction, phospholipid isolation, hydrolysis and derivatization to fatty-acid methyl esters, and on-line analysis. This is the first report showing that fatty-acid profiling is an achievable strategy for metabolic phenotyping in very large epidemiological and genetic studies.

14.
Nat Med ; 18(12): 1768-77, 2012 Dec.
Article in English | MEDLINE | ID: mdl-23142819

ABSTRACT

Adipocytes store excess energy in the form of triglycerides and signal the levels of stored energy to the brain. Here we show that adipocyte-specific deletion of Arntl (also known as Bmal1), a gene encoding a core molecular clock component, results in obesity in mice with a shift in the diurnal rhythm of food intake, a result that is not seen when the gene is disrupted in hepatocytes or pancreatic islets. Changes in the expression of hypothalamic neuropeptides that regulate appetite are consistent with feedback from the adipocyte to the central nervous system to time feeding behavior. Ablation of the adipocyte clock is associated with a reduced number of polyunsaturated fatty acids in adipocyte triglycerides. This difference between mutant and wild-type mice is reflected in the circulating concentrations of polyunsaturated fatty acids and nonesterified polyunsaturated fatty acids in hypothalamic neurons that regulate food intake. Thus, this study reveals a role for the adipocyte clock in the temporal organization of energy regulation, highlights timing as a modulator of the adipocyte-hypothalamic axis and shows the impact of timing of food intake on body weight.


Subject(s)
ARNTL Transcription Factors/deficiency , Adipocytes/metabolism , Appetite Regulation/genetics , Circadian Rhythm/physiology , Energy Metabolism/physiology , Obesity/genetics , ARNTL Transcription Factors/genetics , Absorptiometry, Photon , Animals , Appetite Regulation/physiology , Blotting, Western , Calorimetry , Chromatin Immunoprecipitation , Chromatography, Liquid , DNA Primers/genetics , Discriminant Analysis , Energy Metabolism/genetics , Fatty Acids, Unsaturated/metabolism , Gene Deletion , Histological Techniques , Hypothalamus/metabolism , Mass Spectrometry , Mice , Neuropeptides/metabolism , Protein Array Analysis , Real-Time Polymerase Chain Reaction , Statistics, Nonparametric
15.
Anal Chem ; 82(19): 8176-85, 2010 Oct 01.
Article in English | MEDLINE | ID: mdl-20828216

ABSTRACT

In the present work we describe the development of an analytical technique for simultaneous profiling of over 100 biochemically related lipid mediators in biological samples. A multistep procedure was implemented to extract eicosanoids and other bioactive lipids from the biological matrix, chromatographically separate them using fast reversed-phase liquid chromatography, tentatively identify new candidate eicosanoids through a matching process of retention times, isotope distribution patterns, and high-resolution orbitrap MS/MS fragmentation patterns, and subsequently quantify tentative candidates by means of analytical reference standards. Key new aspects of this profiling technique included the classification of bioactive lipids into 12 groups according to their calculated exact masses and the development of optimized liquid chromatographic conditions for these groups to achieve sufficient separation of the numerous isobaric and isomeric species, many of which exhibited virtually identical collision-induced dissociation behavior. Importantly, no analytical standards were required at this screening stage of the assay, and tentative identifications were achieved by matching results to selected reference species from each of the groups. The analytical figures of merit for the orbitrap assay such as linear dynamic range, limit of detection, limit of quantitation, and precision demonstrated that the performance of the assay was very similar to that of a quadrupole linear ion trap assay, which was used for validation purposes. The method allowed us to examine eicosanoid profiles within the signaling cascade in chronic lymphocytic leukemia (CLL) cells under basal conditions and following arachidonic acid stimulation. The preliminary screening based on high-resolution tandem mass spectrometry data along with isotope pattern and retention time matching revealed the presence of 15 bioactive lipids, belonging to a range of prostaglandin, leukotriene, and hydroxy and epoxy fatty acid lipid mediators produced by CLL cells.


Subject(s)
Chromatography, High Pressure Liquid/methods , Chromatography, Reverse-Phase/methods , Eicosanoids/metabolism , Spectrometry, Mass, Electrospray Ionization/methods , Cell Line, Tumor , Eicosanoids/chemistry , Eicosanoids/isolation & purification , Humans , Metabolic Networks and Pathways , Signal Transduction , Solid Phase Extraction
16.
Biochim Biophys Acta ; 1758(7): 874-82, 2006 Jul.
Article in English | MEDLINE | ID: mdl-16814743

ABSTRACT

The collection of IR spectra through microscope optics and the visualization of the IR data by IR imaging represent a visualization approach, which uses infrared spectral features as a native intrinsic contrast mechanism. To illustrate the potential of this spectroscopic methodology in breast cancer research, we have acquired IR-microspectroscopic data from benign and malignant lesions in breast tissue sections by point microscopy with spot sizes of 30-40 microm. Four classes of distinct breast tissue spectra were defined and stored in the data base: fibroadenoma (a total of 1175 spectra from 14 patients), ductal carcinoma in situ (a total of 1349 spectra from 8 patients), connective tissue (a total of 464 spectra), and adipose tissue (a total of 146 spectra). Artifical neural network analysis, a supervised pattern recognition method, was used to develop an automated classifier to separate the four classes. After training the artifical neural network classifier, infrared spectra of independent external validation data sets ("unknown spectra") were analyzed. In this way, all spectra (a total of 386) taken from micro areas inside the epithelium of fibroadenomas from 4 patients were correctly classified. Out of the 421 spectra taken from micro areas of the in situ component of invasive ductal carcinomas of 3 patients, 93% were correctly identified. Based on these results, the potential of the IR-microspectroscopic approach for diagnosing breast tissue lesions is discussed.


Subject(s)
Breast Neoplasms/diagnosis , Carcinoma, Intraductal, Noninfiltrating/diagnosis , Fibroadenoma/diagnosis , Spectrophotometry, Infrared/methods , Breast Neoplasms/pathology , Carcinoma, Intraductal, Noninfiltrating/pathology , Cryoultramicrotomy , Diagnosis, Differential , Female , Fibroadenoma/pathology , Humans , Microscopy/methods
17.
Anal Chem ; 75(23): 6673-8, 2003 Dec 01.
Article in English | MEDLINE | ID: mdl-14640744

ABSTRACT

Since 1986, more than 180 000 clinical cases of bovine spongiform encephalopathy (BSE) have been observed in the U.K. alone. Most of these cases were confirmed by postmortem examination of brain tissue. However, BSE-related risk assessment and risk management would greatly benefit from antemortem testing on living animals. A serum-based test could allow for screening of the cattle population; thus, even a BSE eradication program would be conceivable. Here we report on a novel method for antemortem BSE testing, which combines infrared spectroscopy of serum samples with multivariate pattern recognition analysis. A classification algorithm was trained using infrared spectra of bovine sera from more than 800 animals (including BSE-positive, healthy controls and animals suffering from classical viral or bacterial infections). In two validation studies, sensitivities of 85 and 84% and specificities of 86 and 91% were achieved, respectively. The combination of classification algorithms increased the sensitivity and specificity of BSE detection to 96 and 92%, respectively.


Subject(s)
Cattle Diseases/blood , Encephalopathy, Bovine Spongiform/blood , Animals , Cattle , Cattle Diseases/diagnosis , Encephalopathy, Bovine Spongiform/diagnosis , Spectrophotometry, Infrared/methods , Spectroscopy, Fourier Transform Infrared/methods
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