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1.
Mol Nutr Food Res ; 62(21): e1800583, 2018 11.
Article in English | MEDLINE | ID: mdl-30098305

ABSTRACT

SCOPE: The objective of this study is to develop a new methodology to identify the relationship between dietary patterns and metabolites indicative of food intake and metabolism. METHODS AND RESULTS: Plasma and urine samples from healthy Swiss subjects (n = 89) collected over two time points are analyzed for a panel of host-microbial metabolites using GC- and LC-MS. Dietary intake is evaluated using a validated food frequency questionnaire. Dietary pattern clusters and relationships with metabolites are determined using Non-Negative Matrix Factorization (NNMF) and Sparse Generalized Canonical Correlation Analysis (SGCCA). Use of NNMF allows detection of latent diet clusters in this population, which describes a high intake of meat or vegetables. SGCCA associates these clusters to i) diet-host microbial and lipid associated bile acid metabolism, and ii) essential amino acid metabolism. CONCLUSION: This novel application of NNMF and SGCCA allows detection of distinct metabotypes for meat and vegetable dietary patterns in a heterogeneous population. As many of the metabolites associated with meat or vegetable intake are the result of host-microbiota interactions, the findings support a role for microbiota mediating the metabolic imprinting of different dietary choices.


Subject(s)
Amino Acids/blood , Diet , Lipid Metabolism , Metabolome , Adult , Bile Acids and Salts/metabolism , Data Interpretation, Statistical , Female , Healthy Volunteers , Humans , Male , Meat , Middle Aged , Principal Component Analysis , Surveys and Questionnaires , Vegetables
2.
Mol Nutr Food Res ; 62(3)2018 02.
Article in English | MEDLINE | ID: mdl-29087622

ABSTRACT

SCOPE: Research is limited on diet challenges to improve health. A short-term, vegan protein diet regimen nutritionally balanced in macronutrient composition compared to an omnivorous diet is hypothesized to improve metabolic measurements of blood sugar regulation, blood lipids, and amino acid metabolism. METHODS AND RESULTS: This randomized, cross-over, controlled vegan versus animal diet challenge is conducted on 21 (11 female,10 male) healthy participants. Fasting plasma is measured during a 3 d diet intervention for clinical biochemistry and metabonomics. Intervention diet plans meet individual caloric needs. Meals are provided and supervised. Diet compliance is monitored. CONCLUSIONS: The vegan diet lowers triglycerides, insulin and homeostatic model assessment (HOMA-IR), bile acids, elevated magnesium levels, and changed branched-chain amino acids (BCAAs) metabolism (p < 0.05), potentiating insulin and blood sugar control after 48 h. Cholesterol control improves significantly in the vegan versus omnivorous diets. Plasma amino acid and magnesium concentrations positively correlate with dietary amino acids. Polyunsaturated fatty acids and dietary fiber inversely correlate with insulin, HOMA-IR, and triglycerides. Nutritional biochemistries, BCAAs, insulin, and HOMA-IR are impacted by sexual dimorphism. A health-promoting, BCAA-associated metabolic signature is produced from a short-term, healthy, controlled, vegan diet challenge when compared with a healthy, controlled, omnivorous diet.


Subject(s)
Amino Acids, Branched-Chain/blood , Diet, Vegan , Lipids/blood , Adult , Amino Acids, Branched-Chain/metabolism , Bile Acids and Salts/blood , Blood Chemical Analysis , Eating , Fatty Acids/blood , Female , Healthy Volunteers , Humans , Male , Nutrients/analysis , Nutritional Status
3.
World J Gastroenterol ; 23(20): 3643-3654, 2017 May 28.
Article in English | MEDLINE | ID: mdl-28611517

ABSTRACT

AIM: To identify metabolic signatures in urine samples from healthy and inflammatory bowel disease (IBD) children. METHODS: We applied liquid chromatography and gas chromatography coupled to targeted mass spectrometry (MS)-based metabolite profiling to identify and quantify bile acids and host-gut microbial metabolites in urine samples collected from 21 pediatric IBD patients monitored three times over one year (baseline, 6 and 12 mo), and 27 age- and gender-matched healthy children. RESULTS: urinary metabolic profiles of IBD children differ significantly from healthy controls. Such metabolic differences encompass central energy metabolism, amino acids, bile acids and gut microbial metabolites. In particular, levels of pyroglutamic acid, glutamic acid, glycine and cysteine, were significantly higher in IBD children in the course of the study. This suggests that glutathione cannot be optimally synthesized and replenished. Whilst alterations of the enterohepatic circulation of bile acids in pediatric IBD patients is known, we show here that non-invasive urinary bile acid profiling can assess those altered hepatic and intestinal barrier dysfunctions. CONCLUSION: The present study shows how non-invasive sampling of urine followed by targeted MS-based metabonomic analysis can elucidate and monitor the metabolic status of children with different GI health/disease status.


Subject(s)
Bile Acids and Salts/urine , Gastrointestinal Microbiome , Inflammatory Bowel Diseases/microbiology , Inflammatory Bowel Diseases/urine , Metabolome , Urine/chemistry , Adolescent , Anthropometry , Body Composition , Case-Control Studies , Child , Colitis, Ulcerative/urine , Crohn Disease/urine , Cysteine/urine , Female , Gas Chromatography-Mass Spectrometry , Glutamic Acid/urine , Glutathione/urine , Glycine/urine , Humans , Inflammation , Male , Metabolomics , Microbial Interactions , Phenotype , Pyrrolidonecarboxylic Acid/urine , Signal Transduction
4.
Alzheimers Res Ther ; 9(1): 43, 2017 Jun 17.
Article in English | MEDLINE | ID: mdl-28623948

ABSTRACT

BACKGROUND: Hyperhomocysteinemia is a risk factor for cognitive decline and dementia, including Alzheimer disease (AD). Homocysteine (Hcy) is a sulfur-containing amino acid and metabolite of the methionine pathway. The interrelated methionine, purine, and thymidylate cycles constitute the one-carbon metabolism that plays a critical role in the synthesis of DNA, neurotransmitters, phospholipids, and myelin. In this study, we tested the hypothesis that one-carbon metabolites beyond Hcy are relevant to cognitive function and cerebrospinal fluid (CSF) measures of AD pathology in older adults. METHODS: Cross-sectional analysis was performed on matched CSF and plasma collected from 120 older community-dwelling adults with (n = 72) or without (n = 48) cognitive impairment. Liquid chromatography-mass spectrometry was performed to quantify one-carbon metabolites and their cofactors. Least absolute shrinkage and selection operator (LASSO) regression was initially applied to clinical and biomarker measures that generate the highest diagnostic accuracy of a priori-defined cognitive impairment (Clinical Dementia Rating-based) and AD pathology (i.e., CSF tau phosphorylated at threonine 181 [p-tau181]/ß-Amyloid 1-42 peptide chain [Aß1-42] >0.0779) to establish a reference benchmark. Two other LASSO-determined models were generated that included the one-carbon metabolites in CSF and then plasma. Correlations of CSF and plasma one-carbon metabolites with CSF amyloid and tau were explored. LASSO-determined models were stratified by apolipoprotein E (APOE) ε4 carrier status. RESULTS: The diagnostic accuracy of cognitive impairment for the reference model was 80.8% and included age, years of education, Aß1-42, tau, and p-tau181. A model including CSF cystathionine, methionine, S-adenosyl-L-homocysteine (SAH), S-adenosylmethionine (SAM), serine, cysteine, and 5-methyltetrahydrofolate (5-MTHF) improved the diagnostic accuracy to 87.4%. A second model derived from plasma included cystathionine, glycine, methionine, SAH, SAM, serine, cysteine, and Hcy and reached a diagnostic accuracy of 87.5%. CSF SAH and 5-MTHF were associated with CSF tau and p-tau181. Plasma one-carbon metabolites were able to diagnose subjects with a positive CSF profile of AD pathology in APOE ε4 carriers. CONCLUSIONS: We observed significant improvements in the prediction of cognitive impairment by adding one-carbon metabolites. This is partially explained by associations with CSF tau and p-tau181, suggesting a role for one-carbon metabolism in the aggregation of tau and neuronal injury. These metabolites may be particularly critical in APOE ε4 carriers.


Subject(s)
Alzheimer Disease/cerebrospinal fluid , Alzheimer Disease/epidemiology , Carbon Compounds, Inorganic/cerebrospinal fluid , Carbon/blood , Cognition Disorders/cerebrospinal fluid , Cognition Disorders/epidemiology , Homocysteine/cerebrospinal fluid , Aged , Alzheimer Disease/diagnosis , Biomarkers/blood , Biomarkers/cerebrospinal fluid , Cognition Disorders/diagnosis , Comorbidity , Female , Humans , Male , Prevalence , Risk Factors , Switzerland/epidemiology
5.
Anal Chem ; 89(10): 5565-5577, 2017 05 16.
Article in English | MEDLINE | ID: mdl-28437060

ABSTRACT

The ability to identify and quantify small molecule metabolites derived from gut microbial-mammalian cometabolism is essential for the understanding of the distinct metabolic functions of the microbiome. To date, analytical protocols that quantitatively measure a complete panel of microbial metabolites in biological samples have not been established but are urgently needed by the microbiome research community. Here, we report an automated high-throughput quantitative method using a gas chromatography/time-of-flight mass spectrometry (GC/TOFMS) platform to simultaneously measure over one hundred microbial metabolites in human serum, urine, feces, and Escherichia coli cell samples within 15 min per sample. A reference library was developed consisting of 145 methyl and ethyl chloroformate (MCF and ECF) derivatized compounds with their mass spectral and retention index information for metabolite identification. These compounds encompass different chemical classes including fatty acids, amino acids, carboxylic acids, hydroxylic acids, and phenolic acids as well as benzoyl and phenyl derivatives, indoles, etc., that are involved in a number of important metabolic pathways. Within an optimized range of concentrations and sample volumes, most derivatives of both reference standards and endogenous metabolites in biological samples exhibited satisfactory linearity (R2 > 0.99), good intrabatch reproducibility, and acceptable stability within 6 days (RSD < 20%). This method was further validated by examination of the analytical variability of 76 paired human serum, urine, and fecal samples as well as quality control samples. Our method involved using high-throughput sample preparation, measurement with automated derivatization, and rapid GC/TOFMS analysis. Both techniques are well suited for microbiome metabolomics studies.


Subject(s)
Escherichia coli/metabolism , Formates/chemistry , Formic Acid Esters/chemistry , Gas Chromatography-Mass Spectrometry/methods , Metabolome , Automation , Escherichia coli/chemistry , Feces/chemistry , Humans , Principal Component Analysis , Reproducibility of Results , Serum/chemistry , Urine/chemistry
6.
Anal Bioanal Chem ; 409(1): 295-305, 2017 Jan.
Article in English | MEDLINE | ID: mdl-27757515

ABSTRACT

The methionine cycle is a key pathway contributing to the regulation of human health, with well-established involvement in cardiovascular diseases and cognitive function. Changes in one-carbon cycle metabolites have also been associated with mild cognitive decline, vascular dementia, and Alzheimer's disease. Today, there is no single analytical method to monitor both metabolites and co-factors of the methionine cycle. To address this limitation, we here report for the first time a new method for the simultaneous quantitation of 17 metabolites in the methionine cycle, which are homocysteic acid, taurine, serine, cysteine, glycine, homocysteine, riboflavin, methionine, pyridoxine, cystathionine, pyridoxamine, S-adenosylhomocysteine, S-adenosylmethionine, betaine, choline, dimethylglycine, and 5-methyltetrahydrofolic acid. This multianalyte method, developed using ultra-performance liquid chromatography-tandem mass spectrometry (UPLC-MS/MS), provides a highly accurate and precise quantitation of these 17 metabolites for both plasma and cerebrospinal fluid metabolite monitoring. The method requires a simple sample preparation, which, combined with a short chromatographic run time, ensures a high sample throughput. This analytical strategy will thus provide a novel metabolomics approach to be employed in large-scale observational and intervention studies. We expect such a robust method to be particularly relevant for broad and deep molecular phenotyping of individuals in relation to their nutritional requirements, health monitoring, and disease risk management.


Subject(s)
Chromatography, High Pressure Liquid/methods , Homocysteine/blood , Homocysteine/cerebrospinal fluid , Metabolomics/methods , Methionine/blood , Methionine/cerebrospinal fluid , Tandem Mass Spectrometry/methods , High-Throughput Screening Assays/methods , Homocysteine/metabolism , Humans , Indicator Dilution Techniques , Limit of Detection , Metabolic Networks and Pathways , Methionine/metabolism , Middle Aged
7.
Bioanalysis ; 8(18): 1937-49, 2016 Sep.
Article in English | MEDLINE | ID: mdl-27558871

ABSTRACT

AIM: There is increasing interest in the profiling and quantitation of methionine pathway metabolites for health management research. Currently, several analytical approaches are required to cover metabolites and co-factors. RESULTS: We report the development and the validation of a method for the simultaneous detection and quantitation of 13 metabolites in red blood cells. The method, validated in a cohort of healthy human volunteers, shows a high level of accuracy and reproducibility. CONCLUSION: This high-throughput protocol provides a robust coverage of central metabolites and co-factors in one single analysis and in a high-throughput fashion. In large-scale clinical settings, the use of such an approach will significantly advance the field of nutritional research in health and disease.


Subject(s)
Chromatography, High Pressure Liquid/methods , Erythrocytes/metabolism , Homocysteine/metabolism , Methionine/metabolism , Nutritional Status , Tandem Mass Spectrometry/methods , Adolescent , Child , Cohort Studies , Erythrocytes/chemistry , Female , High-Throughput Screening Assays/methods , Homocysteine/analysis , Humans , Limit of Detection , Male , Metabolic Networks and Pathways , Methionine/analysis , Reproducibility of Results
8.
Food Chem ; 145: 859-65, 2014 Feb 15.
Article in English | MEDLINE | ID: mdl-24128557

ABSTRACT

Betaine and its precursor choline are important components of one-carbon metabolism, remethylating homocysteine into methionine and providing methyl groups for DNA methylation. Cereals are the main source of betaine in the diet, though there is little literature available on the content of betaine in cereal products, nor on betaine intake from cereals. Betaine and free-choline concentrations were measured by liquid-chromatography with tandem mass spectrometry in a wide range of commercially available cereal foods and cereal fractions. Whole grain wheat and related fractions were the best overall common source of betaine, while the pseudocereal quinoa had the highest amount of betaine measured (3900 µg/g). Based on estimates of dietary intake data cereal foods provide approximately 60-67% of betaine in Western diets, and 20-40% of betaine in South-East Asian diets. Average intake of betaine was 131 mg/d, well below those used in intervention studies using betaine to lower blood homocysteine.


Subject(s)
Amaranthus/chemistry , Betaine/administration & dosage , Chenopodium quinoa/chemistry , Diet, Gluten-Free/adverse effects , Edible Grain/chemistry , Fagopyrum/chemistry , Functional Food/analysis , Asia, Southeastern , Betaine/analysis , Choline/administration & dosage , Choline/analysis , Chromatography, High Pressure Liquid , Cooking , Diet/ethnology , Diet, Gluten-Free/ethnology , Dietary Fiber/administration & dosage , Dietary Fiber/analysis , Food Handling , Humans , Nutritive Value , Seeds/chemistry , Sweden , Switzerland , Tandem Mass Spectrometry , Triticum/chemistry , Western World
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