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1.
J Proteome Res ; 17(2): 870-878, 2018 02 02.
Article in English | MEDLINE | ID: mdl-29235871

ABSTRACT

Cardiovascular disease (CVD) is a major cause of morbidity and mortality worldwide, particularly in individuals with diabetes. The current study objective was to determine the circulating metabolite profiles associated with the risk of future cardiovascular events, with emphasis on diabetes status. Nontargeted metabolomics analysis was performed by LC-HRMS in combination with targeted quantification of eicosanoids and endocannabinoids. Plasma from 375 individuals from the IMPROVE pan-European cohort was included in a case-control study design. Following data processing, the three metabolite data sets were concatenated to produce a single data set of 267 identified metabolites. Factor analysis identified six factors that described 26.6% of the variability in the given set of predictors. An association with cardiovascular events was only observed for one factor following adjustment (p = 0.026). From this factor, we identified a free fatty acid signature (n = 10 lipids, including saturated, monounsaturated, and polyunsaturated fatty acids) that was associated with lower risk of future cardiovascular events in nondiabetics only (OR = 0.65, 0.27-0.80 95% CI, p = 0.030), whereas no association was observed among diabetic individuals. These observations support the hypothesis that increased levels of circulating omega-6 and omega-3 fatty acids are associated with protective effects against future cardiovascular events. However, these effects were only observed in the nondiabetic population, further highlighting the need for patient stratification in clinical investigations.


Subject(s)
Cardiovascular Diseases/blood , Fatty Acids, Omega-3/blood , Fatty Acids, Omega-6/blood , Aged , Biomarkers/blood , Cardiovascular Diseases/diagnosis , Case-Control Studies , Diabetes Mellitus/blood , Diabetes Mellitus/diagnosis , Eicosanoids/blood , Endocannabinoids/blood , Factor Analysis, Statistical , Female , Humans , Male , Middle Aged , Oxylipins/blood , Prognosis , Protective Factors , Risk Factors
2.
Eur Respir J ; 49(3)2017 03.
Article in English | MEDLINE | ID: mdl-28356371

ABSTRACT

In this study, we sought to determine whether asthma has a metabolic profile and whether this profile is related to disease severity.We characterised the serum from 22 healthy individuals and 54 asthmatics (12 mild, 20 moderate, 22 severe) using liquid chromatography-high-resolution mass spectrometry-based metabolomics. Selected metabolites were confirmed by targeted mass spectrometry assays of eicosanoids, sphingolipids and free fatty acids.We conclusively identified 66 metabolites; 15 were significantly altered with asthma (p≤0.05). Levels of dehydroepiandrosterone sulfate, cortisone, cortisol, prolylhydroxyproline, pipecolate and N-palmitoyltaurine correlated significantly (p<0.05) with inhaled corticosteroid dose, and were further shifted in individuals treated with oral corticosteroids. Oleoylethanolamide increased with asthma severity independently of steroid treatment (p<0.001). Multivariate analysis revealed two patterns: 1) a mean difference between controls and patients with mild asthma (p=0.025), and 2) a mean difference between patients with severe asthma and all other groups (p=1.7×10-4). Metabolic shifts in mild asthma, relative to controls, were associated with exogenous metabolites (e.g. dietary lipids), while those in moderate and severe asthma (e.g. oleoylethanolamide, sphingosine-1-phosphate, N-palmitoyltaurine) were postulated to be involved in activating the transient receptor potential vanilloid type 1 (TRPV1) receptor, driving TRPV1-dependent pathogenesis in asthma.Our findings suggest that asthma is characterised by a modest systemic metabolic shift in a disease severity-dependent manner, and that steroid treatment significantly affects metabolism.


Subject(s)
Adrenal Cortex Hormones/administration & dosage , Asthma/drug therapy , Asthma/metabolism , Metabolome , Administration, Inhalation , Administration, Oral , Adult , Case-Control Studies , Chromatography, High Pressure Liquid , Female , Humans , Male , Mass Spectrometry , Metabolomics , Middle Aged , Multivariate Analysis , Severity of Illness Index , Young Adult
3.
Eur Respir J ; 49(6)2017 06.
Article in English | MEDLINE | ID: mdl-28642310

ABSTRACT

Chronic obstructive pulmonary disease (COPD) is a heterogeneous disease and a leading cause of mortality and morbidity worldwide. The aim of this study was to investigate the sex dependency of circulating metabolic profiles in COPD.Serum from healthy never-smokers (healthy), smokers with normal lung function (smokers), and smokers with COPD (COPD; Global Initiative for Chronic Obstructive Lung Disease stages I-II/A-B) from the Karolinska COSMIC cohort (n=116) was analysed using our nontargeted liquid chromatography-high resolution mass spectrometry metabolomics platform.Pathway analyses revealed that several altered metabolites are involved in oxidative stress. Supervised multivariate modelling showed significant classification of smokers from COPD (p=2.8×10-7). Sex stratification indicated that the separation was driven by females (p=2.4×10-7) relative to males (p=4.0×10-4). Significantly altered metabolites were confirmed quantitatively using targeted metabolomics. Multivariate modelling of targeted metabolomics data confirmed enhanced metabolic dysregulation in females with COPD (p=3.0×10-3) relative to males (p=0.10). The autotaxin products lysoPA (16:0) and lysoPA (18:2) correlated with lung function (forced expiratory volume in 1 s) in males with COPD (r=0.86; p<0.0001), but not females (r=0.44; p=0.15), potentially related to observed dysregulation of the miR-29 family in the lung.These findings highlight the role of oxidative stress in COPD, and suggest that sex-enhanced dysregulation in oxidative stress, and potentially the autotaxin-lysoPA axis, are associated with disease mechanisms and/or prevalence.


Subject(s)
Metabolomics/methods , Pulmonary Disease, Chronic Obstructive , Smoking , Chromatography, Liquid/methods , Cross-Sectional Studies , Female , Humans , Male , MicroRNAs/genetics , Middle Aged , Oxidative Stress/physiology , Phosphoric Diester Hydrolases/metabolism , Pulmonary Disease, Chronic Obstructive/diagnosis , Pulmonary Disease, Chronic Obstructive/genetics , Pulmonary Disease, Chronic Obstructive/metabolism , Pulmonary Disease, Chronic Obstructive/physiopathology , Respiratory Function Tests/methods , Sex Factors , Smoking/epidemiology , Smoking/metabolism , Smoking/physiopathology , Statistics as Topic , Sweden
4.
J Proteome Res ; 14(1): 557-66, 2015 Jan 02.
Article in English | MEDLINE | ID: mdl-25361234

ABSTRACT

Psoriasis is an immune-mediated highly heterogeneous skin disease in which genetic as well as environmental factors play important roles. In spite of the local manifestations of the disease, psoriasis may progress to affect organs deeper than the skin. These effects are documented by epidemiological studies, but they are not yet mechanistically understood. In order to provide insight into the systemic effects of psoriasis, we performed a nontargeted high-resolution LC-MS metabolomics analysis to measure plasma metabolites from individuals with mild or severe psoriasis as well as healthy controls. Additionally, the effects of the anti-TNFα drug Etanercept on metabolic profiles were investigated in patients with severe psoriasis. Our analyses identified significant psoriasis-associated perturbations in three metabolic pathways: (1) arginine and proline, (2) glycine, serine and threonine, and (3) alanine, aspartate, and glutamate. Etanercept treatment reversed the majority of psoriasis-associated trends in circulating metabolites, shifting the metabolic phenotypes of severe psoriasis toward that of healthy controls. Circulating metabolite levels pre- and post-Etanercept treatment correlated with psoriasis area and severity index (PASI) clinical scoring (R(2) = 0.80; p < 0.0001). Although the responsible mechanism(s) are unclear, these results suggest that psoriasis severity-associated metabolic perturbations may stem from increased demand for collagen synthesis and keratinocyte hyperproliferation or potentially the incidence of cachexia. Data suggest that levels of circulating amino acids are useful for monitoring both the severity of disease as well as therapeutic response to anti-TNFα treatment.


Subject(s)
Amino Acids/blood , Etanercept/pharmacology , Metabolomics/methods , Psoriasis/metabolism , Tumor Necrosis Factor-alpha/antagonists & inhibitors , Amino Acids/drug effects , Chromatography, Liquid/methods , Cohort Studies , Female , Humans , Male , Mass Spectrometry/methods , Multivariate Analysis , Psoriasis/genetics , Severity of Illness Index
5.
Anal Chem ; 84(6): 2670-7, 2012 Mar 20.
Article in English | MEDLINE | ID: mdl-22264131

ABSTRACT

The evident importance of metabolic profiling for biomarker discovery and hypothesis generation has led to interest in incorporating this technique into large-scale studies, e.g., clinical and molecular phenotyping studies. Nevertheless, these lengthy studies mandate the use of analytical methods with proven reproducibility. An integrated experimental plan for LC-MS profiling of urine, involving sample sequence design and postacquisition correction routines, has been developed. This plan is based on the optimization of the frequency of analyzing identical quality control (QC) specimen injections and using the QC intensities of each metabolite feature to construct a correction trace for all the samples. The QC-based methods were tested against other current correction practices, such as total intensity normalization. The evaluation was based on the reproducibility obtained from technical replicates of 46 samples and showed the feature-based signal correction (FBSC) methods to be superior to other methods, resulting in ~1000 and 600 metabolite features with coefficient of variation (CV) < 15% within and between two blocks, respectively. Additionally, the required frequency of QC sample injection was investigated and the best signal correction results were achieved with at least one QC injection every 2 h of urine sample injections (n = 10). Higher rates of QC injections (1 QC/h) resulted in slightly better correction but at the expense of longer total analysis time.


Subject(s)
Chromatography, High Pressure Liquid/methods , Metabolome , Metabolomics/methods , Spectrometry, Mass, Electrospray Ionization/methods , Urinalysis/methods , Urine/chemistry , Animals , Quality Control , Rats , Reproducibility of Results
6.
Brief Funct Genomic Proteomic ; 8(1): 28-48, 2009 Jan.
Article in English | MEDLINE | ID: mdl-19074496

ABSTRACT

Metabolomics provides rich datasets for systems biology. Mass spectrometric (MS) techniques are rapidly gaining in importance for untargeted metabolic profiling. In this review, we survey the various techniques for sample preparation and analysis relating to the various MS techniques and illustrate the potential of these techniques for both observing complete metabolomes and detecting changes in the metabolism resulting from genetic mutation of other perturbations. The use of some of these techniques in the study of model organisms including rodent and various invertebrate models is described. The invertebrate systems are of particular interest since such organisms have valuable mutant resources, such as RNAi panels directed against nearly all the genes in the genome. The demonstration that they are readily compatible with metabolomic approaches is particularly important for systems approaches to metabolic pathways.


Subject(s)
Invertebrates/physiology , Mass Spectrometry/methods , Metabolomics/methods , Models, Animal , Vertebrates/physiology , Animals , Biomarkers , Chromatography, Gas/instrumentation , Chromatography, Gas/methods , Chromatography, Liquid/methods , Gas Chromatography-Mass Spectrometry/instrumentation , Gas Chromatography-Mass Spectrometry/methods , Humans , Macaca mulatta , Mass Spectrometry/instrumentation , Mice , Spectrometry, Mass, Electrospray Ionization/methods , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
7.
Sci Rep ; 9(1): 12150, 2019 08 21.
Article in English | MEDLINE | ID: mdl-31434983

ABSTRACT

Kynurenine pathway (KP) activation by the enzymatic activity of indoleamine 2,3-dioxygenase1 (IDO1) and kynurenine (KYN) production represents an attractive target for reducing tumour progression and improving anti-tumour immunity in multiple cancers. However, immunomodulatory properties of other KP metabolites such as 3-hydroxy kynurenine (3-HK) and kynurenic acid (KYNA) are poorly understood. The association of the kynurenine metabolic pathway with T-cell status in the tumour microenvironment were characterized, using gene expression data of 368 cutaneous skin melanoma (SKCM) patients from the TCGA cohort. Based on the identified correlations, we characterized the production of KYN, 3-HK, and KYNA in vitro using melanoma-derived cell lines and primary CD4+ CD25- T-cells. Activation of the CD4+ T-cells produced IFNγ, which yielded increased levels of KYN and KYNA. Concurrently, kynurenine 3-monooxygenase (KMO) expression and proliferation of CD4+ T-cells were reduced, whereas exhaustion markers such as PD-L1, AHR, FOXP3, and CTLA4 were increased. Additionally, an analysis of the correlation network reconstructed using TCGA-SKCM emphasized KMO and KYNU with high variability among BRAF wild-type compared with V600E, which underscored their role in distinct CD4+ T-cell behavior in tumour immunity. Our results suggest that, in addition to IDO1, there is an alternative immune regulatory mechanism associated with the lower KMO expression and the higher KYNA production, which contributes to dysfunctional effector CD4+ T-cell response.


Subject(s)
Kynurenine/metabolism , Melanoma/pathology , Skin Neoplasms/pathology , B7-H1 Antigen/genetics , B7-H1 Antigen/metabolism , CD4-Positive T-Lymphocytes/cytology , CD4-Positive T-Lymphocytes/metabolism , Cell Line , Cell Proliferation/drug effects , Coculture Techniques , Culture Media, Conditioned/pharmacology , Forkhead Transcription Factors/genetics , Forkhead Transcription Factors/metabolism , Gene Expression Regulation , Humans , Indoleamine-Pyrrole 2,3,-Dioxygenase/metabolism , Interferon-gamma/pharmacology , Kynurenic Acid/analysis , Kynurenic Acid/metabolism , Melanoma/immunology , Melanoma/metabolism , Metabolic Networks and Pathways , Metabolomics , Proto-Oncogene Proteins B-raf/genetics , Skin Neoplasms/immunology , Skin Neoplasms/metabolism , Tryptophan/analysis , Tryptophan/metabolism , Tumor Microenvironment , Up-Regulation , Melanoma, Cutaneous Malignant
8.
Adv Drug Deliv Rev ; 60(12): 1329-46, 2008 Sep.
Article in English | MEDLINE | ID: mdl-18562040

ABSTRACT

The recent developments of nuclear medicine in oncology have involved numerous investigations of novel specific tumor-targeting radiopharmaceuticals as a major area of interest for both cancer imaging and therapy. The current progress in pharmaceutical nanotechnology field has been exploited in the design of tumor-targeting nanoscale and microscale carriers being able to deliver radionuclides in a selective manner to improve the outcome of cancer diagnosis and treatment. These carriers include chiefly, among others, liposomes, microparticles, nanoparticles, micelles, dendrimers and hydrogels. Furthermore, combining the more recent nuclear imaging multimodalities which provide high sensitivity and anatomical resolution such as PET/CT (positron emission tomography/computed tomography) and SPECT/CT (combined single photon emission computed tomography/computed tomography system) with the use of these specific tumor-targeting carriers constitutes a promising rally which will, hopefully in the near future, allow for earlier tumor detection, better treatment planning and more powerful therapy. In this review, we highlight the use, limitations, advantages and possible improvements of different nano- and microcarriers as potential vehicles for radionuclides delivery in cancer nuclear imaging and radiotherapy.


Subject(s)
Drug Delivery Systems , Neoplasms/diagnostic imaging , Neoplasms/radiotherapy , Radioisotopes/administration & dosage , Radiopharmaceuticals/administration & dosage , Dendrimers , Humans , Hydrogels , Liposomes , Micelles , Microspheres , Nanoparticles , Radionuclide Imaging
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