ABSTRACT
The objective of this exploratory study was to assess the changes on lipidome and metabolome profiling of Longissimus lumborum bull muscle with different ultimate pH (pHu) and aging periods. The bull muscles classified as normal, intermediate, or high pHu were collected from a Brazilian commercial slaughterhouse, cut into steaks, individually vacuum-packaged, and aged for 3 days (3-d) or 21 days (21-d) at 2 °C. Muscle extracts were analyzed for the profiles of both lipids, by mass spectrometry (via direct flow-injection), and metabolites, by nuclear magnetic resonance, with downstream multivariate data analysis. As major results, pairwise comparisons identified C12:0 and C14:0 acylcarnitines as potential biomarkers of the intermediate pHu-muscle, which are related to lipid catabolism for alternative energy metabolism and indicate less protein breakage postmortem. Interestingly, the concentration of arginine at early postmortem aging (3-d) may influence the previously reported improved tenderness in normal and high pHu-muscles. Moreover, upregulation of fumarate, formate, and acetate with increased pHu muscle at 21-d aging indicate more intense tricarboxylic acid cycle, amino acid degradation, and pyruvate oxidation by reactive oxygen species, respectively. These three compounds (fumarate, formate, and acetate) discriminated statistically the muscle with high pHu at 21-d aging. The normal pHu-muscle showed higher concentrations of glycogenolysis and glycolysis metabolites, including glucose, mannose, and pyruvate. Hence, our results enhance knowledge of postmortem biochemical changes of beef within different pHu groups aged up to 21 days, which is essential to understand the mechanisms underpinning bull meat quality changes.
Subject(s)
Metabolome , Muscle, Skeletal , Red Meat , Animals , Cattle , Red Meat/analysis , Muscle, Skeletal/chemistry , Muscle, Skeletal/metabolism , Hydrogen-Ion Concentration , Male , Lipidomics/methods , Postmortem Changes , Brazil , Food Handling/methods , Formates , Carnitine/analogs & derivatives , Carnitine/metabolism , Carnitine/analysisABSTRACT
INTRODUCTION: Recent studies have implicated acetyl-L-carnitine as well as other acylcarnitines in depression. To our knowledge, no untargeted metabolomics studies have been conducted among US mainland Puerto Ricans. OBJECTIVES: We conducted untargeted metabolomic profiling on plasma from 736 participants of the Boston Puerto Rican Health Study. METHODS: Using Weighted Gene Co-expression Network Analysis, we identified metabolite modules associated with depressive symptomatology, assessed via the Center for Epidemiologic Studies Depression scale. We identified metabolites contributing to these modules and assessed the relationship between these metabolites and depressive symptomatology. RESULTS: 621 annotated metabolites clustered into eight metabolite modules, of which one, the acylcarnitine module, was significantly inversely associated with depressive symptomatology (ß = - 27.7 (95% CI (- 54.5-0.8); p = 0.043). Several metabolite hub features in the acylcarnitine module were significantly associated with depressive symptomatology, after correction for multiple comparisons. CONCLUSIONS: In this untargeted plasma metabolomics study among mainland Puerto Rican older adults, acylcarnitines, as a metabolite module were inversely associated with depressive symptomatology.
Subject(s)
Carnitine , Depression , Metabolomics , Humans , Carnitine/analogs & derivatives , Carnitine/blood , Carnitine/metabolism , Female , Male , Depression/blood , Depression/metabolism , Metabolomics/methods , Middle Aged , Aged , Puerto Rico , Cohort Studies , Hispanic or Latino , Boston/epidemiologyABSTRACT
This study aims to apply machine learning models to identify new biomarkers associated with the early diagnosis and prognosis of SARS-CoV-2 infection.Plasma and serum samples from COVID-19 patients (mild, moderate, and severe), patients with other pneumonia (but with negative COVID-19 RT-PCR), and healthy volunteers (control) from hospitals in four different countries (China, Spain, France, and Italy) were analyzed by GC-MS, LC-MS, and NMR. Machine learning models (PCA and PLS-DA) were developed to predict the diagnosis and prognosis of COVID-19 and identify biomarkers associated with these outcomes.A total of 1410 patient samples were analyzed. The PLS-DA model presented a diagnostic and prognostic accuracy of around 95% of all analyzed data. A total of 23 biomarkers (e.g., spermidine, taurine, L-aspartic, L-glutamic, L-phenylalanine and xanthine, ornithine, and ribothimidine) have been identified as being associated with the diagnosis and prognosis of COVID-19. Additionally, we also identified for the first time five new biomarkers (N-Acetyl-4-O-acetylneuraminic acid, N-Acetyl-L-Alanine, N-Acetyltriptophan, palmitoylcarnitine, and glycerol 1-myristate) that are also associated with the severity and diagnosis of COVID-19. These five new biomarkers were elevated in severe COVID-19 patients compared to patients with mild disease or healthy volunteers.The PLS-DA model was able to predict the diagnosis and prognosis of COVID-19 around 95%. Additionally, our investigation pinpointed five novel potential biomarkers linked to the diagnosis and prognosis of COVID-19: N-Acetyl-4-O-acetylneuraminic acid, N-Acetyl-L-Alanine, N-Acetyltriptophan, palmitoylcarnitine, and glycerol 1-myristate. These biomarkers exhibited heightened levels in severe COVID-19 patients compared to those with mild COVID-19 or healthy volunteers.
Subject(s)
Biomarkers , COVID-19 , Humans , COVID-19/blood , COVID-19/diagnosis , Biomarkers/blood , Male , Female , Middle Aged , Italy , Machine Learning , Carnitine/blood , Carnitine/analogs & derivatives , France/epidemiology , SARS-CoV-2 , Adult , China , Prognosis , Spain , MultiomicsABSTRACT
Metabolic syndrome (MetS) is a group of several metabolic conditions predisposing to chronic diseases. Individuals diagnosed with MetS are physiologically heterogeneous, with significant sex-specific differences. Therefore, we aimed to investigate the potential sex-specific serum modifications of amino acids and acylcarnitines (ACs) and their relationship with MetS in the Mexican population. This study included 602 participants from the Health Workers Cohort Study. Forty serum metabolites were analyzed using a targeted metabolomics approach. Multivariate regression models were used to test associations of clinical and biochemical parameters with metabolomic profiles. Our findings showed a serum amino acid signature (citrulline and glycine) and medium-chain ACs (AC14:1, AC10, and AC18:10H) associated with MetS. Glycine and AC10 were specific metabolites representative of discrimination according to sex-dependent MetS. In addition, we found that glycine and short-chain ACs (AC2, AC3, and AC8:1) are associated with age-dependent MetS. We also reported a significant correlation between body fat and metabolites associated with sex-age-dependent MetS. In conclusion, the metabolic profile varies by MetS status, and these differences are sex-age-dependent in the Mexican population.
Subject(s)
Metabolic Syndrome , Carnitine/analogs & derivatives , Citrulline , Cohort Studies , Female , Glycine , Humans , Male , MetabolomicsABSTRACT
BACKGROUND: Non-alcoholic steatohepatitis (NASH) is a chronic disease characterized by inflammation, steatosis, and liver fibrosis. The liver is particularly affected by alterations in lipid metabolism. Our aim was to evaluate the effect of ß-hydroxyphosphocarnitine (ß-HPC) on NASH induced in rats. METHODS: NASH was produced via the ad libitum daily chronic administration of a fructose solution (400 kcal) for 9 weeks, an oral dose of fat solution (16 kcal) for 7 weeks and a subcutaneous injection of CCl4 (30%) two times a week for 2 weeks to Wistar rats. To evaluate the effect of ß-HPC, a dose of 100 mg/kg was administered perorally for 4 weeks and its biochemical and hepatic effects on rats with NASH were analyzed. Serum levels of glucose, triglycerides, cholesterol, and liver enzymes were quantified. Histological changes were evaluated on slices stained with H&E, trichromic and PAS. Glycogen content was measured in liver samples. α-SMA and SREBP-1 immunopositive cells were identified in liver tissue. RESULTS: NASH was characterized by elevated triglycerides, elevated liver damage enzymes, and the presence of necrosis, inflammation, steatosis, and fibrosis. Significant amounts of glycogen were found, along with α-SMA positive cells in fibrosis areas. The over-expression of SREBP-1 in cytoplasm and nuclei was evident. Animals with NASH treated with ß-HPC showed a significant reduction in inflammation, necrosis, and glycogen content in the liver. A reduction in α-SMA and SREBP-1 immunopositive cells correlated with a significant reduction in the degree of fibrosis and steatosis found in liver tissue. ß-HPC reduced the levels of ALP and GGT, and significantly reduced triglyceride levels. Animals treated with ß-HPC did not show any alterations in liver enzyme function. CONCLUSIONS: Our research shows that ß-HPC can improve liver function and morphology in the case of NASH induced in rats, suggesting ß-HPC could be potentially used in the treatment of NASH.
Subject(s)
Non-alcoholic Fatty Liver Disease , Animals , Carnitine/analogs & derivatives , Cholesterol , Diet, High-Fat , Disease Models, Animal , Fructose/metabolism , Fructose/pharmacology , Fructose/therapeutic use , Glucose/metabolism , Glycogen/metabolism , Glycogen/pharmacology , Glycogen/therapeutic use , Inflammation/drug therapy , Liver , Liver Cirrhosis/metabolism , Necrosis , Non-alcoholic Fatty Liver Disease/drug therapy , Non-alcoholic Fatty Liver Disease/metabolism , Organophosphates , Rats , Rats, Wistar , Sterol Regulatory Element Binding Protein 1/metabolism , Sterol Regulatory Element Binding Protein 1/pharmacology , TriglyceridesABSTRACT
Metabolic dysregulation as a reflection of specific metabolite production and its utilization is a common feature of many human neoplasms. Melatonin, an indoleamine that is highly available during darkness, has a variety of metabolic functions in solid tumors. Because plasma metabolites undergo circadian changes, we investigated the role of melatonin on the profile of amino acids (AAs), biogenic amines, carnitines, sphingolipids, and hexoses present in the plasma of mice bearing xenograft triple negative breast cancer (MDA-MB-231 cells) over 24 h. Plasma concentrations of nine AAs were reduced by melatonin, especially during the light phase, with a profile closer to that of non-breast cancer (BC) animals. With respect to acylcarnitine levels, melatonin reduced 12 out of 24 molecules in BC-bearing animals compared to their controls, especially at 06:00 h and 15:00 h. Importantly, melatonin reduced the concentrations of asymmetric dimethylarginine, carnosine, histamine, kynurenine, methionine sulfoxide, putrescine, spermidine, spermine, and symmetric dimethylarginine, which are associated with the BC metabolite sets. Melatonin also led to reduced levels of sphingomyelins and hexoses, which showed distinct daily variations over 24 h. These results highlight the role of melatonin in controlling the levels of plasma metabolites in human BC xenografts, which may impact cancer bioenergetics, in addition to emphasizing the need for a more accurate examination of its metabolomic changes at different time points.
Subject(s)
Melatonin , Triple Negative Breast Neoplasms , Amino Acids , Animals , Biogenic Amines/metabolism , Carnitine/analogs & derivatives , Heterografts , Hexoses , Humans , Melatonin/pharmacology , Mice , SphingomyelinsABSTRACT
INTRODUCTION: People of South Asian origin are at high risk of type 2 diabetes (T2D), but the underpinning mechanisms are not fully understood. We determined ethnic differences in acylcarnitine, amino acid and sphingolipid concentrations and determined the associations with T2D. RESEARCH DESIGN AND METHODS: Associations between these metabolites and incident T2D among Dutch and South-Asian Surinamese were determined in participants from the Healthy Life in an Urban Setting (HELIUS) study (Amsterdam, the Netherlands) using Prentice-weighted Cox regression. The HELIUS study includes 95 incident T2D cases and a representative subcohort of 700 people from a cohort of 5977 participants with a mean follow-up of 4 years. RESULTS: Concentrations of acylcarnitines were comparable between both ethnic groups. Amino acid and lactosylceramide concentrations were higher among South-Asian Surinamese than Dutch (eg, isoleucine 65.7 (SD 16.3) vs 60.7 (SD 15.6) µmol/L). Ceramide concentrations were lower among South-Asian Surinamese than Dutch (eg, Cer d18:1 8.48 (SD 2.04) vs 9.08 (SD 2.29) µmol/L). Metabolic dysregulation preceded T2D without evidence for a multiplicative interaction by ethnicity. Most amino acids and (dihydro)ceramides were associated with increased risk (eg, Cer d18:1 HR 2.38, 95% CI 1.81 to 3.12) while acylcarnitines, glycine, glutamine and lactosylceramides were associated with decreased risk for T2D (eg, LacCer d18:2 HR 0.56, 95% CI 0.42 to 0.77). CONCLUSIONS: Overall, these data suggest that the disturbances underlying amino acid and sphingolipid metabolism may be predictive of T2D risk in populations of both South Asian and European background. These observations may be used as starting point to unravel the underlying metabolic disturbances.
Subject(s)
Diabetes Mellitus, Type 2 , Ethnicity , Adult , Amino Acids , Carnitine/analogs & derivatives , Diabetes Mellitus, Type 2/epidemiology , Humans , Netherlands/epidemiology , SphingolipidsABSTRACT
Spinocerebellar ataxia type 7 (SCA7), a neurodegenerative disease characterized by cerebellar ataxia and retinal degeneration, is caused by an abnormal CAG repeat expansion in the ATXN7 gene coding region. The onset and severity of SCA7 are highly variable between patients, thus identification of sensitive biomarkers that accurately diagnose the disease and monitoring its progression are needed. With the aim of identified SCA7-specific metabolites with clinical relevance, we report for the first time, to the best of our knowledge, a metabolomics profiling of circulating acylcarnitines and amino acids in SCA7 patients. We identified 21 metabolites with altered levels in SCA7 patients and determined two different sets of metabolites with diagnostic power. The first signature of metabolites (Valine, Leucine, and Tyrosine) has the ability to discriminate between SCA7 patients and healthy controls, while the second one (Methionine, 3-hydroxytetradecanoyl-carnitine, and 3-hydroxyoctadecanoyl-carnitine) possess the capability to differentiate between early-onset and adult-onset patients, as shown by the multivariate model and ROC analyses. Furthermore, enrichment analyses of metabolic pathways suggest alterations in mitochondrial function, energy metabolism, and fatty acid beta-oxidation in SCA7 patients. In summary, circulating SCA7-specific metabolites identified in this study could serve as effective predictors of SCA7 progression in the clinics, as they are sampled in accessible biofluid and assessed by a relatively simple biochemical assay.
Subject(s)
Amino Acids/blood , Carnitine/analogs & derivatives , Spinocerebellar Ataxias/blood , Adult , Biomarkers/blood , Carnitine/blood , Female , Humans , Male , Middle AgedABSTRACT
ABSTRACT Purpose: The aim of the present study was to measure the free carnitine and acylcarnitine levels in pterygium tissue and normal conjunctival tissue at the metabolomics level using tandem mass spectrometry. Methods: In this prospective, clinical randomized study, pterygium tissues and normal conjunctival tissues taken during pterygium excision with autograft were compared regarding their free carnitine and acylcarnitine profiles. After tissue homogenization, carnitine levels were measured using tandem mass spectrometry. The data were statistically analyzed with the Wilcoxon signed-rank test. Results: Pterygium and normal conjunctival tissue samples from a single eye of 29 patients (16 females, 13 males; mean age, 54.75 ± 11.25 years [range, 21-78 years]) were evaluated. While the free carnitine (C0) level was significantly high in the pterygium tissue (p<0.001), acylcarnitine levels were significantly high in some esterized derivatives (C2, C5, C5:1, C5DC, C16:1, C18, methylglutarylcarnitine) (p<0.05). No statistically significant difference was determined for the other esterized derivatives (p>0.05). Conclusion: That the carnitine levels in pterygium tissue were higher suggests that acceleration of cell metabolism developed secondary to chronic inflammation and the premalignant characteristics of pterygium tissue. High carnitine levels may also effectively suppress the apoptosis process. The data reported in our study indicate that further, more extensive studies of the carnitine profile could help clarify the pathogenesis of pterygium.
RESUMO Objetivo: O objetivo deste estudo foi medir os níveis de carnitina livre e acil-carnitina a nível metabolómico com espectrometria de massa em tandem no tecido do pterígio e no tecido conjuntivo normal. Método: Neste estudo prospetivo, clínico e aleatório, os tecidos de pterígio e os tecidos normais de conjuntiva, retirados durante a cirurgia de pterígio com autoenxerto, foram comparados em relação ao perfil de carnitina livre e de acil-carnitina. Após a homogeneização dos tecidos, os níveis de carnitina foram medidos por espectrometria de massa em tandem. A análise estatística dos dados foi realizada com o teste dos postos sinalizados de Wilcoxon. Resultados: A avaliação foi feita através de amostras de tecido pterígio e de conjuntiva normal de um único olho de 29 pacientes (16 mulheres, 13 homens). A média de idade dos pacientes foi de 54,75 ± 11,25 anos (faixa dos 21 aos 78 anos). Enquanto o nível de carnitina livre (C0) foi significativamente elevado no tecido pterígio (p<0,001), os níveis de acil-carnitina foram significativamente elevados em alguns derivados esterificados (C2, C5, C5: 1, C5DC, C16:1, C18, metilglutaril carnitina) (p<0,05). Não foi determinada uma diferença estatisticamen te significante noutros derivados esterificados (p>0,05). Conclusão: Os níveis mais elevados de carnitina no tecido do pterígio sugerem que a aceleração do metabolismo celular se tenha tornado secundária com o efeito da inflamação crónica e o caráter pré-maligno do tecido do pterígio. Os níveis elevados de carnitina também podem ser eficazes na supressão do processo de apoptose. Os dados obtidos no estudo indicam que estudos mais extensivos do perfil da carnitina contribuiriam para o esclarecimento da patogénese do pterígio.
Subject(s)
Humans , Male , Female , Adult , Middle Aged , Aged , Young Adult , Pterygium/metabolism , Carnitine/analysis , Carnitine/analogs & derivatives , Conjunctiva/abnormalities , Pterygium/surgery , Carnitine/metabolism , Prospective Studies , Conjunctiva/surgery , Conjunctiva/metabolism , Tandem Mass Spectrometry , MetabolomicsABSTRACT
PURPOSE: The aim of the present study was to measure the free carnitine and acylcarnitine levels in pterygium tissue and normal conjunctival tissue at the metabolomics level using tandem mass spectrometry. METHODS: In this prospective, clinical randomized study, pterygium tissues and normal conjunctival tissues taken during pterygium excision with autograft were compared regarding their free carnitine and acylcarnitine profiles. After tissue homogenization, carnitine levels were measured using tandem mass spectrometry. The data were statistically analyzed with the Wilcoxon signed-rank test. RESULTS: Pterygium and normal conjunctival tissue samples from a single eye of 29 patients (16 females, 13 males; mean age, 54.75 ± 11.25 years [range, 21-78 years]) were evaluated. While the free carnitine (C0) level was significantly high in the pterygium tissue (p<0.001), acylcarnitine levels were significantly high in some esterized derivatives (C2, C5, C5:1, C5DC, C16:1, C18, methylglutarylcarnitine) (p<0.05). No statistically significant difference was determined for the other esterized derivatives (p>0.05). CONCLUSION: That the carnitine levels in pterygium tissue were higher suggests that acceleration of cell metabolism developed secondary to chronic inflammation and the premalignant characteristics of pterygium tissue. High carnitine levels may also effectively suppress the apoptosis process. The data reported in our study indicate that further, more extensive studies of the carnitine profile could help clarify the pathogenesis of pterygium.
Subject(s)
Carnitine/analogs & derivatives , Carnitine/analysis , Conjunctiva/abnormalities , Pterygium/metabolism , Adult , Aged , Carnitine/metabolism , Conjunctiva/metabolism , Conjunctiva/surgery , Female , Humans , Male , Metabolomics , Middle Aged , Prospective Studies , Pterygium/surgery , Tandem Mass Spectrometry , Young AdultSubject(s)
Bipolar Disorder/blood , Schizophrenia/blood , Adolescent , Adult , Biomarkers/blood , Carnitine/analogs & derivatives , Carnitine/blood , Female , Humans , Lysophosphatidylcholines/blood , Male , Phosphatidylcholines/blood , Psychiatric Status Rating Scales , Psychotic Disorders/blood , Young AdultSubject(s)
Fatty Acids/chemistry , Hemochromatosis/diagnosis , Amino Acids/analysis , Amino Acids/chemistry , Carnitine/analogs & derivatives , Carnitine/analysis , Cluster Analysis , Hemochromatosis/pathology , Humans , Infant , Lipid Peroxidation , Liver/pathology , Male , Mass Spectrometry , Mitochondria/metabolismABSTRACT
OBJECTIVE: To evaluate the association between cord blood amino acid and acylcarnitine profiles and measures of adiposity and hyperinsulinemia in healthy newborns. STUDY DESIGN: A cross-sectional study of 118 full-term infants born to mothers without gestational diabetes was performed. Cord blood leptin, C-peptide, acylcarnitine, and amino acid levels were measured. Body composition was measured by air displacement plethysmography. Multivariate linear regression and principal component analysis were used to analyze associations of cord blood metabolites with newborn anthropometrics, leptin, and C-peptide. RESULTS: Acylcarnitines AC C2, AC C4-DC/Ci4-DC, and AC C8:1-OH/C6:1-DC were positively associated with leptin, and AC C14, AC C14:2, AC C16, AC C18, and AC C18:2 were negatively associated with C-peptide (P ≤ .0016). Principal component analysis revealed a positive association between factor 1(AC C2, AC C3, AC C5, AC C4/Ci4, AC C4-OH, AC C4-DC/Ci4-DC, glutamate/glutamine, and glycine) and adiposity measures. CONCLUSIONS: The positive association of AC C2 and AC C4-DC/Ci4-DC levels with leptin may reflect excess fat stores, higher fatty acid oxidation rate, and mitochondrial dysfunction leading to accumulation of acylcarnitine intermediates. Principal component analysis revealed a positive association between branched chain amino acid and ketone body metabolites and adiposity, confirming prior findings in adults. Cord blood acylcarnitine profiles may identify at-risk children before obesity or insulin resistance develops.
Subject(s)
Adiposity , Fetal Blood/metabolism , Hyperinsulinism/blood , Adult , Amino Acids/blood , C-Peptide/blood , Carnitine/analogs & derivatives , Carnitine/blood , Cross-Sectional Studies , Female , Humans , Infant, Newborn , Leptin/blood , Male , Multivariate Analysis , Principal Component AnalysisABSTRACT
Context: Type 2 diabetes and cardiovascular disease occur more frequently and at a younger age in South-Asians than Europeans. This may be related to differences in regulation of the fatty acid metabolism during aging. We compared age-related acylcarnitine and amino acid concentrations in Dutch and South-Asian Surinamese study participants. Methods: We measured types of acylcarnitine and amino acid concentrations in plasma (by tandem mass spectrometry) in a random subsample of 350 Dutch and 350 South-Asian Surinamese origin participants of the Healthy Life in an Urban Setting study (Amsterdam, Netherlands). We derived principal components (PCs) from the metabolites. Linear regression was used to assess differences in PCs and individual metabolite concentrations, and their age trends between the groups by sex. We adjusted for body mass index and intake of fat and total energy. Results: Mean age was 44.8 (SD, 13.3) years. Amino acid concentrations were higher among South-Asian Surinamese women compared with Dutch women; acylcarnitine and amino acid levels were higher among South-Asian Surinamese men than Dutch men. Metabolite levels increased similarly with age in both ethnic groups. Results remained similar after adjustment. Conclusion: Ethnic differences in metabolite concentrations suggest that fatty acid and amino acid metabolism are more dysregulated among South-Asian Surinamese compared with Dutch from a young age. During adulthood, metabolites increase similarly in both ethnic groups.
Subject(s)
Amino Acids/metabolism , Asian People/statistics & numerical data , Carnitine/analogs & derivatives , Ethnicity/statistics & numerical data , Metabolic Diseases/epidemiology , White People/statistics & numerical data , Adolescent , Adult , Age Factors , Aged , Biomarkers/analysis , Carnitine/metabolism , Cohort Studies , Cross-Sectional Studies , Female , Follow-Up Studies , Humans , Male , Metabolic Diseases/metabolism , Middle Aged , Netherlands/epidemiology , Prevalence , Prognosis , Suriname/epidemiology , Young AdultABSTRACT
BACKGROUND: Inborn errors of metabolism (IEM) are diseases which can lead to accumulation of toxic metabolites in the organism. AIM OF THE STUDY: To investigate, by selective screening, mitochondrial fatty acid oxidation defects (FAOD) and organic acidemias in Brazilian individuals with clinical suspicion of IEM. METHODS: A total of 7,268 individuals, from different regions of Brazil, had whole blood samples impregnated on filter paper which were submitted to the acylcarnitines analysis by liquid chromatography/tandem mass spectrometry (LC/MS/MS) at the Medical Genetics Service of Hospital de Clínicas de Porto Alegre, Brazil, during July 2008-July 2016. RESULTS: Our results showed that 68 patients (0.93%) were diagnosed with FAOD (19 cases) and organic acidemias (49 cases). The most prevalent FAOD was multiple acyl CoA dehydrogenase deficiency (MADD), whereas glutaric type I and 3-OH-3-methylglutaric acidemias were the most frequent disorders of organic acid metabolism. Neurologic symptoms and metabolic acidosis were the most common clinical and laboratory features, whereas the average age of the patients at diagnosis was 2.3 years. CONCLUSIONS: Results demonstrated a high incidence of glutaric acidemia type I and 3-OH-3- methylglutaric acidemia in Brazil and an unexpectedly low incidence of FAOD, particularly medium-chain acyl-CoA dehydrogenase deficiency (MCADD).
Subject(s)
Acyl-CoA Dehydrogenase/deficiency , Amino Acid Metabolism, Inborn Errors/diagnosis , Brain Diseases, Metabolic/diagnosis , Carnitine/analogs & derivatives , Fatty Acids/metabolism , Glutaryl-CoA Dehydrogenase/deficiency , Lipid Metabolism, Inborn Errors/diagnosis , Acyl-CoA Dehydrogenase/blood , Amino Acid Metabolism, Inborn Errors/blood , Brain Diseases, Metabolic/blood , Brazil , Carnitine/analysis , Child, Preschool , Chromatography, Liquid , Female , Glutarates/metabolism , Glutaryl-CoA Dehydrogenase/blood , Humans , Infant, Newborn , Lipid Metabolism, Inborn Errors/blood , Male , Mass Screening , Oxidation-Reduction , Prevalence , Tandem Mass Spectrometry , Young AdultABSTRACT
Citrus juices, especially orange juice, constitute rich sources of bioactive compounds with a wide range of health-promoting activities. Data from epidemiological and in vitro studies suggest that orange juice (OJ) may have a positive impact on lipid metabolism. However, the effect of orange juice intake on blood lipid profile is still poorly understood. We have used two different blood samples, Dried Blood Spots (DBS) and plasma, to assess the effect of two-week orange juice consumption in healthy volunteers by a mass-spectrometry based metabolomics approach. DBS were analysed by liquid chromatography mass spectrometry (LC-MS) and plasma samples were analysed by the gas chromatography mass spectrometry (GC-MS). One hundred sixty-nine lipids including acylcarnitines (AC), lysophosphatidylcholines (LysoPC), (diacyl- and acyl-alkyl-) phosphatidylcholines (PC aa and PC ae) and sphingomyelins (SM) were identified and quantified in DBS. Eighteen fatty acids were identified and quantified in plasma. Multivariate analysis allowed to identify an increase in C3:1, C5-DC(C6-OH), C5-M-DC, C5:1-DC, C8, C12-DC, lysoPC18:3, myristic acid, pentadecanoic acid, palmitoleic and palmitic acid and a decrease in nervonic acid, C0, C2, C10, C10:1, C16:1, C16-OH, C16:1-OH, C18-OH, PC aa C40:4, PC ae C38:4, PC ae C42:3, PC ae C42:4 and cholesterol levels after orange juice intake. A two-week period of orange juice intake could affect fatty acids ß-oxidation through mitochondrial and peroxisomal pathways, leading to an increase of short-chain acylcarnitines and a decrease of medium and long-chain acylcarnitines. This is the first report analyzing the effect of orange juice intake in healthy volunteers using a dried blood spot-based metabolomics approach.
Subject(s)
Carnitine/analogs & derivatives , Citrus sinensis/metabolism , Fruit and Vegetable Juices , Mass Spectrometry/methods , Metabolomics/methods , Adult , Carnitine/blood , Carnitine/metabolism , Chromatography, Liquid , Female , Gas Chromatography-Mass Spectrometry , Humans , Male , Middle Aged , Reference Values , Young AdultABSTRACT
BACKGROUND: Structural equation modeling (SEM) can help understanding complex functional relationships among obesity, non-alcoholic fatty liver disease (NAFLD), family history of obesity, targeted metabolomics and pro-inflammatory markers. We tested two hypotheses: 1) If obesity precedes an excess of free fatty acids that increase oxidative stress and mitochondrial dysfunction, there would be an increase of serum acylcarnitines, amino acids and cytokines in obese subjects. Acylcarnitines would be related to non-alcoholic fatty disease that will induce insulin resistance. 2) If a positive family history of obesity and type 2 diabetes are the major determinants of the metabolomic profile, there would be higher concentration of amino acids and acylcarnitines in patients with this background that will induce obesity and NAFLD which in turn will induce insulin resistance. METHODS/RESULTS: 137 normoglycemic subjects, mean age (SD) of 30.61 (8.6) years divided in three groups: BMI<25 with absence of NAFLD (G1), n = 82; BMI>30 with absence of NAFLD (G2), n = 24; and BMI>30 with NAFLD (G3), n = 31. Family history of obesity (any) was present in 53%. Both models were adjusted in SEM. Family history of obesity predicted obesity but could not predict acylcarnitines and amino acid concentrations (effect size <0.2), but did predict obesity phenotype. CONCLUSION: Family history of obesity is the major predictor of obesity, and the metabolic abnormalities on amino acids, acylcarnitines, inflammation, insulin resistance, and NAFLD.
Subject(s)
Amino Acids/blood , Carnitine/analogs & derivatives , Medical History Taking , Metabolomics , Models, Biological , Non-alcoholic Fatty Liver Disease/blood , Obesity/blood , Adolescent , Adult , Carnitine/blood , Cross-Sectional Studies , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/genetics , Female , Humans , Male , Middle Aged , Non-alcoholic Fatty Liver Disease/genetics , Obesity/geneticsABSTRACT
INTRODUCCIÓN: El presente dictamen preliminar expone la evaluación de tecnología de la eficacia y seguridad de L-carnitina en pacientes con diagnóstico de CDSP. La carnitina o 3-hidroxi-4-trimetilaminobutirato es un aminoácido sintetizado en el tejido muscular, renal y hepático a partir de los aminoácidos L-lisina y L-metionina y presente en los alimentos como levocarnitina o L-carnitina. Tiene la función de transportar ácidos grasos de cadena larga a través de la membrana interna de las mitocondrias permitiendo su ß-oxidación, activando el ciclo de Krebs y formando adenosin trifosfato (ATP). Además, modula el nivel intracelular de los grupos acilos, como acetil-CoA, uniéndose y formando acetil-carnitina facilitando la excreción renal de los grupos acilos. El transportador catión orgánico u "organic cation transporter novel 2 carnitine" (OCTN2) es el principal regulador del nivel de carnitina en el cuerpo, ubicado en la membrana celular y encargado de mantener una gradiente elevada en los tejidos como el hígado, el corazón, los riñones y el músculo esquelético. TECNOLOGÍA SANITARIA DE INTERÉS: La L-carnitina (CARNITOR ®, Sigma-Tau Pharmaceuticals Inc.) es una molécula transportadora de ácidos grasos de cadena larga ubicado en la membrana interna de la mitocondria, y así permite la oxidación, y por tanto la producción de energía, básicamente en el tejido muscular esquelético y cardiaco. Es una sustancia producida naturalmente, en cantidad mínimas, que participa en el metabolismo de energía en los mamíferos. METODOLOGÍA: Se realizó una búsqueda sin restricción de idioma hasta junio del 2018. La formulación de la estrategia de búsqueda incluyó los criterios de elegibilidad, los términos controlados propios de cada base y términos libres. Asimismo, se buscaron otros documentos potencialmente elegibles a través de la revisión del listado de referencias de los documentos seleccionadas para lectura a texto completo. Por último, la selección de la evidencia siguió el flujograma mostrado en la subsección de resultados. RESULTADOS: De acuerdo con la pregunta PICO, se llevó a cabo una búsqueda de evidencia científica relacionada a la eficacia y seguridad de L-carnitina en pacientes con diagnóstico de deficiencia primaria sistémica de carnitina hasta la fecha. A continuación, se menciona la evidencia identificada en relación con la pregunta PICO de interés del presente dictamen. Además, se mencionan los motivos de no inclusión de la evidencia que no fue incluida en la subsección de descripción y evaluación del presente documento. CONCLUSIONES: Basado en la revisión de la evidencia disponible hasta junio 2018 con respecto al uso de L-carnitina en pacientes con diagnóstico de CDSP, se ha encontrado una GPC y dos estudios descriptivos de reporte de casos. Con respecto a la GPC, ésta recomienda el uso de L-carnitina, junto con una dieta baja en grasas y alta en carbohidratos para los pacientes con CDSP, basándose en un reporte de casos donde se muestra que la administración de L-carnitina incrementa el nivel plasmático de carnitina, genera la desaparición de la mayoría de los síntomas ocasionados por la CDSP, sin generar eventos adversos serios. Los estudios de reporte de casos muestran que los pacientes diagnosticados con CDSP y reciben L-carnitina muestran una mejoría evidente en su sintomatología, especialmente las ocasionadas por cardiomiopatías, alteración de la función motora y cognitiva. También analizaron el nivel de carnitina, el cual a nivel de plasma e hígado se eleva desde niveles casi indetectables a valores cercanos a los normales, mientras que en el tejido muscular permanece en valores bajos. Asimismo, los reportes de casos evaluaron mediante biopsias de fibroblastos dérmicos y demostraron que existe una disminución de la afinidad de los transportadores de carnitina, explicando los niveles bajos en los tejidos a pesar del suplemento de L-carnitina. Para ello, también demostraron que el suplemento de L-carnitina eleva los niveles de carnitina, en plasma e hígado, pero también hay una excreción renal incrementada, mientras que al suspender el suplemento de L-carnitina ocasiona la reducción inmediata de carnitina plasmática, manteniéndose una excreción renal elevada. Aunado a esta evidencia, se debe tener en cuenta que existe un consenso por parte de los expertos sobre la indicación de L-carnitina como tratamiento para la CDSP, la cual se basa justamente en los reportes de casos y en el entendimiento de la fisiopatología del CDSP donde la suplementación con L-carnitina tiene la finalidad de compensar la falta de reabsorción tubular, y por tanto la pérdida renal de la carnitina. Asimismo, tiene la finalidad de normalizar la concentración plasmática de carnitina, que no sólo permitiría una ß-oxidación limitada de ácidos grasos, sino que se une a los acil-CoA libres que migran al hígado evitando la formación de cuerpos cetónicos, que al acumularse en el cuerpo genera una toxicidad y el consecuente desencadenamiento de la sintomatología cardiaca, motora y cognitiva. La evidencia encontrada no permite aclarar la incertidumbre sobre la eficacia del uso de L-carnitina en los pacientes con CDSP. Sin embargo, al ser la CDSP una enfermedad rara, sin alternativa terapéutica en EsSalud, y presentando la L-carnitina un buen perfil de seguridad, un costo inferior a los 400 soles anuales, y al esperarse un paciente nuevo anual, no constituiría una carga financiera a la institución al no presentar un perfil de costo-oportunidad desfavorable. El Instituto de Evaluaciones de Tecnologías en Salud e Investigación IETSI aprueba el uso de L-carnitina en pacientes con diagnóstico de CDSP. La vigencia del presente dictamen preliminar es de un año a partir de la fecha de publicación.
Subject(s)
Humans , Carnitine/analogs & derivatives , Carnitine/deficiency , Technology Assessment, Biomedical , Cost Efficiency AnalysisABSTRACT
ANTECEDENTES: La carnitina o 3-hidroxi-4-trimetilaminobutirato es un aminoácido sintetizado en el tejido muscular, renal y hepático a partir de los aminoácidos L-lisina y Lmetionina y presente en los alimentos como levocarnitina o L-carnitina. Tiene la función de transportar ácidos grasos de cadena larga a través de la membrana interna de las mitocondrias permitiendo su 8-oxidación, activando el ciclo de Krebs y formando adenosin trifosfato (ATP). Además, modula el nivel intracelular de los grupos acilos, como acetil-CoA, uniéndose y formando acetil-carnitina facilitando la excreción renal de los grupos acilos. El transportador catión orgánico u "organic cation transporter novel 2 camitine"(OCTN2) es el principal regulador del nivel de carnitina en el cuerpo, ubicado en la membrana celular y encargado de mantener una gradiente elevada en los tejidos como el hígado, el corazón, los riñones y el músculo esquelético. La deficiencia primaria sistémica de carnitina o "systemic primary carnitine deficiency' (CDSP), es un desorden que consiste en la disminución en la afinidad de los transportadores OCTN2 por la carn
Subject(s)
Humans , Carnitine/analogs & derivatives , Carnitine/deficiency , Cost-Benefit Analysis , Technology Assessment, BiomedicalABSTRACT
INTRODUCTION: Inborn errors of metabolism (IEM) represent an important public health problem due to current diagnosis and treatment limitations, poor life quality of affected patients, and consequent untimely child death. In contrast to classical methods, tandem mass spectrometry (MS/MS) has allowed simultaneous evaluation of multiple metabolites associated with IEM offering higher sensitivity, low false positive rates and high throughput. AIMS: Determine concentration levels for amino acids and acylcarnitines in blood of newborns from Colombia, to establish reference values for further use in diagnosis of IEM. METHODS: Implementation of a method to determine amino acids, acylcarnitines and succinylacetone in newborn dried blood spots using MS/MS, and its application in a cross-sectional study conducted in 891 healthy neonates from Cali and Quibdo cities is described. RESULTS: fifty-seven analytes that allow the diagnosis of more than 40 different pathologies were tested. The method showed to be linear, precise and accurate. Healthy neonates 1-18 days of age were included, 523 from Cali and 368 from Quibdo; 52% male and 48% female. Age-related differences on the concentration levels of amino acids and acylcarnitines were observed whereas no significant differences by gender were found. CONCLUSION: The study has contributed to reveal the usual concentration levels of amino acids, acylcarnitines and succinylacetone that could be used as reference for the establishment of a newborn metabolic screening program in Colombia.
INTRODUCCIÓN: Los Errores Innatos del metabolismo (EIM) representan un importante problema de salud pública debido a limitaciones en el tratamiento y diagnóstico oportuno, la pobre calidad de vida de los pacientes afectados, así como la muerte infantil prematura. Comparada con los métodos clásicos, la espectrometría de masas en tándem (MS/MS) ha permitido la evaluación simultánea de múltiples metabolitos asociados con EIM, con una alta sensibilidad, baja proporción de falsos positivos y alto rendimiento. OBJETIVOS: Determinar los niveles de concentración de aminoácidos y acilcarnitinas en sangre de recién nacidos de Colombia, para establecer los valores normales para usarlos como referencia en el diagnóstico de EIM. MÉTODOS: Aquí, se describe la implementación de un método para determinar aminoácidos, acilcarnitinas y succinilacetona en gotas de sangre seca de recién nacidos usando MS/MS, y su aplicación en un estudio de corte transversal realizado en 891 neonatos sanos de las ciudades de Cali y Quibdó. RESULTADOS: Se evaluaron 57 analitos que permiten el diagnóstico de más de 40 patologías diferentes. El método mostró ser lineal, preciso y exacto. Se incluyeron neonatos sanos de 1-18 días de edad, 523 de Cali y 368 de Quibdó, 52% hombres y 48% mujeres. Se observaron diferencias en los niveles de concentración de aminoácidos y acilcarnitinas relacionadas con la edad, mientras que no se encontraron diferencias significativas por sexo. CONCLUSIÓN: El estudio ha contribuido a revelar los niveles usuales de concentración de aminoácidos, acilcarnitinas y succinilacetona que pueden ser usados como referencia para el establecimiento del programa de tamizaje neonatal metabólico en Colombia.