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1.
Pediatr Rheumatol Online J ; 22(1): 51, 2024 May 09.
Article in English | MEDLINE | ID: mdl-38724970

ABSTRACT

BACKGROUND: Juvenile Idiopathic Arthritis (JIA) is a condition that occurs when individuals under the age of 16 develop arthritis that lasts for more than six weeks, and the cause is unknown. The development of JIA may be linked to serum metabolites. Nevertheless, the association between JIA pathogenesis and serum metabolites is unclear, and there are discrepancies in the findings across studies. METHODS: In this research, the association between JIA in humans and 486 serum metabolites was assessed using genetic variation data and genome-wide association study. The identification of causal relationships was accomplished through the application of univariate Mendelian randomization (MR) analysis. Various statistical methods, including inverse variance weighted and MR-Egger, were applied to achieve this objective. To ensure that the findings from the MR analysis were trustworthy, a number of assessments were carried out. To ensure the accuracy of the obtained results, a range of techniques were utilised including the Cochran Q test, examination of the MR-Egger intercept, implementation of the leave-one-out strategy, and regression analysis of linkage disequilibrium scores. In order to identify the specific metabolic pathways associated with JIA, our primary objective was to perform pathway enrichment analysis using the Kyoto Encyclopedia of Genes and Genomes. RESULTS: Two-sample summary data MR analyses and sensitivity analyses showed that five metabolites were significantly causally associated with JIA, including two risk factors-kynurenine (odds ratio [OR]: 16.39, 95% confidence interval [CI]: 2.07-129.63, p = 5.11 × 10- 6) and linolenate (OR: 16.48, 95% CI: 1.32-206.22, p = 0.030)-and three protective factors-3-dehydrocarnitine (OR: 0.32, 95% CI: 0.14-0.72, p = 0.007), levulinate (4-oxovalerate) (OR: 0.40, 95% CI: 0.20-0.80, p = 0.010), and X-14,208 (phenylalanylserine) (OR: 0.68, 95% CI: 0.51-0.92, p = 0.010). Furthermore, seven metabolic pathways, including α-linolenic acid metabolism and pantothenate and CoA biosynthesis, are potentially associated with the onset and progression of JIA. CONCLUSION: Five serum metabolites, including kynurenine and 3-dehydrocarnitine, may be causally associated with JIA. These results provide a theoretical framework for developing effective JIA prevention and screening strategies.


Subject(s)
Arthritis, Juvenile , Genome-Wide Association Study , Mendelian Randomization Analysis , Humans , Arthritis, Juvenile/genetics , Arthritis, Juvenile/blood , Mendelian Randomization Analysis/methods , Child , Polymorphism, Single Nucleotide , Kynurenine/blood , Kynurenine/analogs & derivatives
2.
Int Immunopharmacol ; 133: 112158, 2024 May 30.
Article in English | MEDLINE | ID: mdl-38691917

ABSTRACT

BACKGROUND: The prevalence of depression is higher in patients with inflammatory bowel disease (IBD) than in the general population. Inflammatory cytokines and the kynurenine pathway (KP) play important roles in IBD and associated depression. Aripiprazole (ARP), an atypical antipsychotic, shows various anti-inflammatory properties and may be useful in treating major depressive disorder. This study aimed to evaluate the protective effects of ARP on TNBS-induced colitis and subsequent depression in rats, highlighting the role of the KP. MATERIAL AND METHODS: Fifty-six male Wistar rats were used, and all groups except for the normal and sham groups received a single dose of intra-rectal TNBS. Three different doses of ARP and dexamethasone were injected intraperitoneally for two weeks in treatment groups. On the 15th day, behavioral tests were performed to evaluate depressive-like behaviors. Colon ulcer index and histological changes were assessed. The tissue levels of inflammatory cytokines, KP markers, lipopolysaccharide (LPS), nuclear factor-kappa-B (NF-κB), and zonula occludens (ZO-1) were evaluated in the colon and hippocampus. RESULTS: TNBS effectively induced intestinal damages and subsequent depressive-like symptoms in rats. TNBS treatment significantly elevated the intestinal content of inflammatory cytokines and NF-κB expression, dysregulated the KP markers balance in both colon and hippocampus tissues, and increased the serum levels of LPS. However, treatment with ARP for 14 days successfully reversed these alterations, particularly at higher doses. CONCLUSION: ARP could alleviate IBD-induced colon damage and associated depressive-like behaviors mainly via suppressing inflammatory cytokines activity, serum LPS concentration, and affecting the NF-κB/kynurenine pathway.


Subject(s)
Anti-Inflammatory Agents , Aripiprazole , Colitis , Cytokines , Depression , Kynurenine , NF-kappa B , Rats, Wistar , Trinitrobenzenesulfonic Acid , Animals , Male , Kynurenine/metabolism , Kynurenine/blood , Anti-Inflammatory Agents/therapeutic use , Anti-Inflammatory Agents/pharmacology , Aripiprazole/therapeutic use , Aripiprazole/pharmacology , Colitis/chemically induced , Colitis/drug therapy , Colitis/metabolism , Depression/drug therapy , Depression/chemically induced , Depression/metabolism , Rats , NF-kappa B/metabolism , Cytokines/metabolism , Signal Transduction/drug effects , Colon/pathology , Colon/drug effects , Hippocampus/drug effects , Hippocampus/metabolism , Hippocampus/pathology , Disease Models, Animal , Humans
3.
Sci Rep ; 14(1): 9198, 2024 04 22.
Article in English | MEDLINE | ID: mdl-38649417

ABSTRACT

Nitrosative stress promotes protein glycoxidation, and both processes can occur during an infection with the SARS-CoV-2 virus. Therefore, the aim of this study was to assess selected nitrosative stress parameters and protein glycoxidation products in COVID-19 patients and convalescents relative to healthy subjects, including in reference to the severity of COVID-19 symptoms. The diagnostic utility of nitrosative stress and protein glycoxidation biomarkers was also evaluated in COVID-19 patients. The study involved 218 patients with COVID-19, 69 convalescents, and 48 healthy subjects. Nitrosative stress parameters (NO, S-nitrosothiols, nitrotyrosine) and protein glycoxidation products (tryptophan, kynurenine, N-formylkynurenine, dityrosine, AGEs) were measured in the blood plasma or serum with the use of colorimetric/fluorometric methods. The levels of NO (p = 0.0480), S-nitrosothiols (p = 0.0004), nitrotyrosine (p = 0.0175), kynurenine (p < 0.0001), N-formylkynurenine (p < 0.0001), dityrosine (p < 0.0001), and AGEs (p < 0.0001) were significantly higher, whereas tryptophan fluorescence was significantly (p < 0.0001) lower in COVID-19 patients than in the control group. Significant differences in the analyzed parameters were observed in different stages of COVID-19. In turn, the concentrations of kynurenine (p < 0.0001), N-formylkynurenine (p < 0.0001), dityrosine (p < 0.0001), and AGEs (p < 0.0001) were significantly higher, whereas tryptophan levels were significantly (p < 0.0001) lower in convalescents than in healthy controls. The ROC analysis revealed that protein glycoxidation products can be useful for diagnosing infections with the SARS-CoV-2 virus because they differentiate COVID-19 patients (KN: sensitivity-91.20%, specificity-92.00%; NFK: sensitivity-92.37%, specificity-92.00%; AGEs: sensitivity-99,02%, specificity-100%) and convalescents (KN: sensitivity-82.22%, specificity-84.00%; NFK: sensitivity-82,86%, specificity-86,00%; DT: sensitivity-100%, specificity-100%; AGE: sensitivity-100%, specificity-100%) from healthy subjects with high sensitivity and specificity. Nitrosative stress and protein glycoxidation are intensified both during and after an infection with the SARS-CoV-2 virus. The levels of redox biomarkers fluctuate in different stages of the disease. Circulating biomarkers of nitrosative stress/protein glycoxidation have potential diagnostic utility in both COVID-19 patients and convalescents.


Subject(s)
Biomarkers , COVID-19 , Kynurenine/analogs & derivatives , Nitrosative Stress , SARS-CoV-2 , Tyrosine , Tyrosine/analogs & derivatives , Humans , COVID-19/diagnosis , COVID-19/blood , COVID-19/metabolism , Male , Female , Middle Aged , Biomarkers/blood , Adult , Tyrosine/blood , Tyrosine/metabolism , Aged , Kynurenine/blood , Kynurenine/metabolism , S-Nitrosothiols/blood , S-Nitrosothiols/metabolism , Nitric Oxide/blood , Nitric Oxide/metabolism , Tryptophan/blood , Tryptophan/analogs & derivatives , Tryptophan/metabolism , Glycation End Products, Advanced/blood , Glycation End Products, Advanced/metabolism , ROC Curve
4.
J Neurol Sci ; 460: 123016, 2024 May 15.
Article in English | MEDLINE | ID: mdl-38636323

ABSTRACT

BACKGROUND: Concussion leads to persistent post-concussion symptoms (PPCS) in up to one-third of those affected. While previous research has linked the initial trauma to elevated serum levels of neurofilament light chain (NFL), inflammatory markers, and neurotoxic metabolites within the kynurenine pathway, few studies have explored their relevance in PPCS. This study aims to investigate these biomarkers in PPCS patients, elucidating their relevance in the prolonged phase of concussion. METHODS: Serum samples from 86 PPCS individuals aged 18-30 years, 2-6 months post-trauma were analyzed, with 54 providing follow-up samples after seven months. NFL was measured using single-molecule array (Simoa) technology, 13 inflammatory markers via a Luminex immunoassay, and five kynurenine metabolites using liquid chromatography-mass spectrometry. A control group of 120 healthy anonymous blood donors was recruited for comparison. RESULTS: No significant NFL differences were found in PPCS participants compared with healthy individuals (p = 0.22). Intriguingly, a subset (9.3%) of PPCS participants initially exhibited abnormally high NFL levels (>9.7 pg/mL), which normalized upon follow-up (p = 0.032). Additionally, serum levels of the inflammatory markers, monocyte chemoattractant protein-1 (MCP-1/CCL2), and eotaxin-1/CCL11 were 25-40% lower than in healthy individuals (p ≤ 0.001). As hypothesized, PPCS participants exhibited a 22% reduction in the ratio of kynurenic acid to quinolinic acid (neuroprotective index) (p < 0.0001), indicating a shift towards the formation of neurotoxic metabolites. CONCLUSION: NFL may serve as a biomarker to monitor recovery, and future studies should investigate the potential therapeutic benefits of modulating the kynurenine pathway to improve PPCS.


Subject(s)
Biomarkers , Kynurenine , Neurofilament Proteins , Post-Concussion Syndrome , Humans , Kynurenine/blood , Adult , Male , Female , Neurofilament Proteins/blood , Young Adult , Adolescent , Biomarkers/blood , Post-Concussion Syndrome/blood , Cohort Studies , Chemokine CCL2/blood , Follow-Up Studies
5.
Hum Reprod ; 39(5): 912-922, 2024 May 02.
Article in English | MEDLINE | ID: mdl-38498837

ABSTRACT

STUDY QUESTION: What is the association between first trimester maternal tryptophan (TRP) metabolites and embryonic and fetal growth? SUMMARY ANSWER: Higher 5-hydroxytryptophan (5-HTP) concentrations are associated with reduced embryonic growth and fetal growth and with an increased risk of small-for-gestational age (SGA), while higher kynurenine (KYN) concentrations are associated with a reduced risk of SGA. WHAT IS KNOWN ALREADY: The maternal TRP metabolism is involved in many critical processes for embryonic and fetal growth, including immune modulation and regulation of vascular tone. Disturbances in TRP metabolism are associated with adverse maternal and fetal outcomes. STUDY DESIGN, SIZE, DURATION: This study was embedded within the Rotterdam Periconceptional Cohort (Predict Study), an ongoing prospective observational cohort conducted at a tertiary hospital from November 2010 onwards. PARTICIPANTS/MATERIALS, SETTING, METHODS: A total of 1115 women were included before 11 weeks of gestation between November 2010 and December 2020. Maternal serum samples were collected between 7 and 11 weeks of gestation, and TRP metabolites (TRP, KYN, 5-HTP, 5-hydroxytryptamine, and 5-hydroxyindoleacetic acid) were determined using a validated liquid chromatography (tandem) mass spectrometry method. Serial 3D ultrasound scans were performed at 7, 9, and 11 weeks of gestation to accurately assess features of embryonic growth, including crown-rump length (CRL) and embryonic volume (EV) offline using virtual reality systems. Fetal growth parameters were retrieved from medical records and standardized according to Dutch reference curves. Mixed models were used to assess associations between maternal TRP metabolites and CRL and EV trajectories. Linear and logistic regression models were utilized to investigate associations with estimated fetal weight (EFW) and birthweight, and with SGA, respectively. All analyses were adjusted for potential confounders. MAIN RESULTS AND THE ROLE OF CHANCE: Maternal 5-HTP concentrations and the maternal 5-HTP/TRP ratio were inversely associated with embryonic growth (5-HTP, √CRL: ß = -0.015, 95% CI = -0.028 to -0.001; 5-HTP 3√EV: ß = -0.009, 95% CI = -0.016 to -0.003). An increased maternal 5-HTP/TRP ratio was also associated with lower EFW and birthweight, and with an increased risk of SGA (odds ratio (OR) = 1.006, 95% CI = 1.00-1.013). In contrast, higher maternal KYN concentrations were associated with a reduced risk of SGA in the unadjusted models (OR = 0.548, 95% CI = 0.320-0.921). LIMITATIONS, REASONS FOR CAUTION: Residual confounding cannot be ruled out because of the observational design of this study. Moreover, this study was conducted in a single tertiary hospital, which assures high internal validity but may limit external validity. WIDER IMPLICATIONS OF THE FINDINGS: The novel finding that maternal 5-HTP concentrations are associated with a smaller embryo and fetus implies that disturbances of the maternal serotonin pathway in the first trimester of pregnancy are potentially involved in the pathophysiology of fetal growth restriction. The association between higher maternal KYN concentrations and a reduced risk of SGA substantiate the evidence that the KYN pathway has an important role in fetal growth. More research is needed to delve deeper into the potential role of the maternal TRP metabolism during the periconception period and pregnancy outcome for mother and offspring. STUDY FUNDING/COMPETING INTEREST(S): This study was funded by the Department of Obstetrics and Gynecology and the Department of Clinical Chemistry of the Erasmus MC, University Medical Center, Rotterdam, the Netherlands. The authors have no competing interests to disclose. TRIAL REGISTRATION NUMBER: N/A.


Subject(s)
Fetal Development , Kynurenine , Pregnancy Trimester, First , Tryptophan , Humans , Female , Pregnancy , Tryptophan/metabolism , Tryptophan/blood , Adult , Pregnancy Trimester, First/blood , Prospective Studies , Kynurenine/blood , Kynurenine/metabolism , Netherlands , Embryonic Development , Infant, Small for Gestational Age , Infant, Newborn , 5-Hydroxytryptophan , Cohort Studies , Ultrasonography, Prenatal , Fetal Growth Retardation/metabolism , Fetal Growth Retardation/blood
6.
Clin Chem Lab Med ; 62(6): 1217-1227, 2024 May 27.
Article in English | MEDLINE | ID: mdl-38374668

ABSTRACT

OBJECTIVES: Concentrations of neopterin, kynurenine and kynurenine/tryptophan ratios predict prognosis and the need for oxygen therapy in patients hospitalized for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection. The aims of the present study were to evaluate the changes of these biomarkers early in the course of infection, the association with the prior coronavirus disease (COVID-19) vaccination and therapeutic administration of Anti-SARS-CoV-2 monoclonal antibodies, investigation of other potential biomarkers including neuropilin, 8-hydroxy-2-deoxyguanosine and 8-hydroxyguanosine in patients hospitalized with SARS-CoV-2 infection and an assessment of these biomarkers and vitamins A, E and D in patients with post-COVID syndrome. METHODS: Urine and blood samples were obtained on the 1st to the 4th day and 4th to 7th day from 108 patients hospitalized with COVID-19. Chromatography tandem mass spectrometry methods were used to analyse neopterin, kynurenine, tryptophan, liposoluble vitamins, and DNA damage biomarkers. RESULTS: A statistically significant decrease of neopterin, kynurenine and kynurenine/tryptophan ratios was observed on after 4th to 7th day of hospitalization, and concentrations of these biomarkers were increased in patients with poor prognosis and subsequent post-COVID syndrome. The concentrations of remaining biomarker and vitamins were not associated with outcomes, although markedly decreased concentrations of vitamin A, E and D were noted. CONCLUSIONS: The concentrations of neopterin, kynurenine and kynurenine/tryptophan ratios decrease during the course of infection SARS-CoV-2 and are associated with the post-COVID syndrome. No other prognostic biomarkers were identified.


Subject(s)
Biomarkers , COVID-19 , Kynurenine , Neopterin , SARS-CoV-2 , Tryptophan , Humans , COVID-19/blood , Biomarkers/blood , Male , Female , Middle Aged , Neopterin/blood , Neopterin/urine , Kynurenine/blood , Aged , SARS-CoV-2/isolation & purification , Tryptophan/blood , Vitamins/blood , Hospitalization , Adult , Post-Acute COVID-19 Syndrome , Vitamin A/blood , Inflammation/blood , Vitamin D/blood , Vitamin E/blood
7.
Clin Rheumatol ; 41(10): 3107-3117, 2022 Oct.
Article in English | MEDLINE | ID: mdl-35778590

ABSTRACT

OBJECTIVES: Extrahepatic tryptophan (Trp)-kynurenine (Kyn) metabolism via indoleamine 2,3-dioxygenase 1 (IDO1) induction was found to be associated with intrinsic immune regulation. However, the Trp-Kyn metabolism-associated immune regulation in dermatomyositis (DM) remains unknown. Therefore, we aimed to investigate the clinical relevance of the Trp-Kyn metabolism via IDO1 induction in DM. METHODS: Liquid chromatography-mass spectrometry (HPLC-MS) was used to examine the serum Kyn and Trp concentrations in DM. In addition, we used X-tile software to determine the optimal cutoff value of the Kyn/Trp ratio, a surrogate marker for Trp-Kyn metabolism. Spearman analysis was performed to evaluate the association of Trp-Kyn metabolism with muscle enzymes and inflammatory markers. RESULTS: DM patients had significantly higher serum Kyn/Trp ratio (× 10-3) when compared with the healthy controls. The serum Kyn/Trp ratio was positively correlated with the levels of muscle enzymes and inflammatory markers. In addition, the serum Kyn/Trp ratio significantly decreased (36.89 (26.00-54.00) vs. 25.00 (18.00-37.00), P = 0.0006) after treatment. DM patients with high serum Kyn/Trp ratio had a significantly higher percentage of muscle weakness symptoms (62.5% vs. 20.0%, P = 0.019) and higher levels of LDH (316.0 (236.0-467.0) vs. 198.0 (144.0-256.0), P = 0.004) and AST (56.5 (35.0-92.2) vs. 23.0 (20.0-36.0), P = 0.002)) than those with low serum Kyn/Trp ratio. Multiple Cox regression analyses identified ln(Kyn/Trp) (HR 4.874, 95% CI 1.105-21.499, P = 0.036) as an independent prognostic predictor of mortality in DM. CONCLUSIONS: DM patients with enhanced Trp-Kyn metabolism at disease onset are characterized by more severe disease status and poor prognosis. Intrinsic immune regulation function via enhanced Trp-Kyn metabolism by IDO1 induction may be a potential therapeutic target in DM. Key Points • HPLC-MS identified increased serum Kyn/Trp ratio in DM patients, which positively correlated with levels of muscle enzymes and inflammatory markers and was downregulated upon treatment. • Cox regression analyses identified ln(Kyn/Trp) as an independent prognostic predictor of mortality in DM. • Monitoring intrinsic immune regulation function should be considered a potential therapeutic target in DM patients.


Subject(s)
Dermatomyositis , Indoleamine-Pyrrole 2,3,-Dioxygenase , Kynurenine , Tryptophan , Biomarkers/metabolism , Dermatomyositis/metabolism , Humans , Indoleamine-Pyrrole 2,3,-Dioxygenase/metabolism , Kynurenine/blood , Kynurenine/metabolism , Tryptophan/blood , Tryptophan/metabolism
8.
Nutrients ; 14(2)2022 Jan 11.
Article in English | MEDLINE | ID: mdl-35057467

ABSTRACT

The obesity epidemic has contributed to an escalating prevalence of metabolic diseases in children. Overnutrition leads to increased tryptophan uptake and availability. An association between the induction of the tryptophan catabolic pathway via indoleamine 2,3-dioxygenase (IDO) activity and obesity-related inflammation has been observed. This study aimed to investigate the impact of pediatric obesity on tryptophan metabolism and the potential relationship with metabolic disease. In this prospective cohort study, plasma kynurenine, tryptophan, and serotonin levels were measured by ELISA, and IDO activity was estimated by calculating the kynurenine/tryptophan ratio in a clinically characterized population with severe obesity (BMI ≥ 97th percentile) aged 9 to 19 (n = 125). IDO activity and its product kynurenine correlated with BMI z-score and body fat mass, whereas concentrations of serotonin, the alternative tryptophan metabolite, negatively correlated with these measures of adiposity. Kynurenine and tryptophan, but not serotonin levels, were associated with disturbed glucose metabolism. Tryptophan concentrations negatively correlated with adiponectin and were significantly higher in prediabetes and metabolically unhealthy obesity. In conclusion, BMI and body fat mass were associated with increased tryptophan catabolism via the kynurenine pathway and decreased serotonin production in children and adolescents with severe obesity. The resulting elevated kynurenine levels may contribute to metabolic disease in obesity.


Subject(s)
Body Mass Index , Metabolic Diseases/etiology , Obesity, Morbid/blood , Pediatric Obesity/blood , Tryptophan/blood , Adipose Tissue , Adolescent , Cardiometabolic Risk Factors , Child , Female , Humans , Indoleamine-Pyrrole 2,3,-Dioxygenase/blood , Kynurenine/blood , Male , Metabolic Networks and Pathways , Obesity, Morbid/complications , Pediatric Obesity/complications , Prospective Studies , Serotonin/blood
9.
Sci Rep ; 12(1): 294, 2022 01 07.
Article in English | MEDLINE | ID: mdl-34996930

ABSTRACT

This study aims to explore the immediate effects of bariatric surgery on serum tryptophan-kynurenine pathway metabolites in individuals with type 2 diabetes and BMI > 30. With the goal of providing insight into the link between tryptophan pathway metabolites, type 2 diabetes, and chronic obesity-induced inflammation. This longitudinal study included 20 participants. Half were diagnosed with type 2 diabetes. 11 and 9 underwent RYGB and SG respectively. Blood samples were obtained at pre-operative and 3 months post-operative timepoints. Tryptophan and downstream metabolites of the kynurenine pathway were quantified with an ultrahigh-performance liquid chromatography tandem mass spectrometry with electrospray ionisation method. At 3 months post-operation, RYGB led to significant reductions in tryptophan, kynurenic acid and xanthurenic acid levels when compared to baseline. Significant reductions of the same metabolites after surgery were also observed in individuals with T2D irrespective of surgical procedure. These metabolites were significantly correlated with serum HbA1c levels and BMI. Bariatric surgery, in particular RYGB reduces serum levels of tryptophan and its downstream kynurenine metabolites. These metabolites are associated with T2D and thought to be potentially mechanistic in the systemic processes of obesity induced inflammation leading to insulin resistance. Its reduction after surgery is associated with an improvement in glycaemic control (HbA1c).


Subject(s)
Diabetes Mellitus, Type 2/blood , Gastrectomy , Gastric Bypass , Kynurenine/blood , Obesity/surgery , Tryptophan/blood , Adult , Biomarkers/blood , Body Mass Index , Diabetes Mellitus, Type 2/diagnosis , Female , Glycated Hemoglobin/metabolism , Humans , Longitudinal Studies , Male , Middle Aged , Obesity/blood , Obesity/diagnosis , Prospective Studies , Time Factors , Treatment Outcome , Xanthurenates/blood
10.
Behav Brain Res ; 418: 113635, 2022 02 10.
Article in English | MEDLINE | ID: mdl-34755640

ABSTRACT

Depression and anxiety during pregnancy and postpartum are common, but affected women differ in timing, trajectories, and extent of symptoms. The objective of this pilot, feasibility study is to analyze trajectories of serotonin and tryptophan-related metabolites, bile acid metabolites, and microbial composition, in relation to psychiatric history and current symptoms across the perinatal period. Serum and fecal samples were collected from 30 women at three times points in the perinatal period and assayed with LC-MS/MS and 16S sequencing respectively. We defined mean trajectories for each metabolite, clustered individuals by metabolite trajectories, tested associations between metabolites, and examined metabolite levels in relation to microbial composition. Findings of note include: (1) changes in kynurenine and the ratio of kynurenic acid to kynurenine from second trimester to third trimester were strongly associated with baseline primary and secondary bile acids. (2) Secondary bile acid UDCA and its conjugated forms were associated with lower bacterial diversity and levels of Lachnospiraceae, a taxa known to produce Short Chain Fatty Acids. (3) History of anxiety was associated with UDCA levels, but history of major depression was not associated with any of the bile acids. (4) There was a trend towards lower dietary fiber for those with history of anxiety or depression. Overall, our results reveal substantial temporal variation in tryptophan-related metabolites and in bile acid metabolites over the perinatal period, with marked inter-individual variability. Trajectories of TRP -related metabolites, primary and secondary bile acids, and the absence or presence of microbes that produce Short Chain Fatty Acids (SCFAs) considered in concert have the potential to differentiate individuals based on perinatal adaptations that may impact mental and overall health.


Subject(s)
Bile Acids and Salts , Gastrointestinal Microbiome , Mental Health , Perinatal Care , Tryptophan/metabolism , Adult , Anxiety/blood , Bile Acids and Salts/blood , Chromatography, Liquid , Depression/blood , Dietary Fiber/microbiology , Fatty Acids, Volatile/blood , Fatty Acids, Volatile/metabolism , Feasibility Studies , Feces , Female , Humans , Kynurenic Acid/blood , Kynurenine/analogs & derivatives , Kynurenine/blood , Pilot Projects , Pregnancy , Tandem Mass Spectrometry , Tryptophan/blood
11.
Am J Physiol Cell Physiol ; 322(1): C49-C62, 2022 01 01.
Article in English | MEDLINE | ID: mdl-34817270

ABSTRACT

Administration of branched-chain amino acids (BCAA) has been suggested to enhance mitochondrial biogenesis, including levels of PGC-1α, which may, in turn, alter kynurenine metabolism. Ten healthy subjects performed 60 min of dynamic one-leg exercise at ∼70% of Wmax on two occasions. They were in random order supplied either a mixture of BCAA or flavored water (placebo) during the experiment. Blood samples were collected during exercise and recovery, and muscle biopsies were taken from both legs before, after, and 90 and 180 min following exercise. Ingestion of BCAA doubled their concentration in both plasma and muscle while causing a 30%-40% reduction (P < 0.05 vs. placebo) in levels of aromatic amino acids in both resting and exercising muscle during 3-h recovery period. The muscle concentration of kynurenine decreased by 25% (P < 0.05) during recovery, similar in both resting and exercising leg and with both supplements, although plasma concentration of kynurenine during recovery was 10% lower (P < 0.05) when BCAA were ingested. Ingestion of BCAA reduced the plasma concentration of kynurenic acid by 60% (P < 0.01) during exercise and recovery, whereas the level remained unchanged with placebo. Exercise induced a three- to fourfold increase (P < 0.05) in muscle content of PGC-1α1 mRNA after 90 min of recovery under both conditions, whereas levels of KAT4 mRNA and protein were unaffected by exercise or supplement. In conclusion, the reduction of plasma levels of kynurenine and kynurenic acid caused by BCAA were not associated with any changes in the level of muscle kynurenine, suggesting that kynurenine metabolism was altered in tissues other than muscle.


Subject(s)
Amino Acids, Branched-Chain/administration & dosage , Exercise/physiology , Kynurenine/blood , Muscle, Skeletal/drug effects , Muscle, Skeletal/metabolism , Oxygen Consumption/drug effects , Adult , Female , Humans , Kynurenine/metabolism , Male , Oxygen Consumption/physiology , Young Adult
12.
Cell Rep Med ; 2(10): 100409, 2021 10 19.
Article in English | MEDLINE | ID: mdl-34755129

ABSTRACT

Fibrosing chronic graft-versus-host disease (cGVHD) is a debilitating complication of allogeneic stem cell transplantation (alloSCT). A driver of fibrosis is the kynurenine (Kyn) pathway, and Kyn metabolism patterns and cytokines may influence cGVHD severity and manifestation (fibrosing versus gastrointestinal [GI] cGVHD). Using a liquid chromatography-tandem mass spectrometry approach on sera obtained from 425 patients with allografts, we identified high CXCL9, high indoleamine-2,3-dioxygenase (IDO) activity, and an activated Kyn pathway as common characteristics in all cGVHD subtypes. Specific Kyn metabolism patterns could be identified for non-severe cGVHD, severe GI cGVHD, and fibrosing cGVHD, respectively. Specifically, fibrosing cGVHD was associated with a distinct pathway shift toward anthranilic and kynurenic acid, correlating with reduced activity of the vitamin-B2-dependent kynurenine monooxygenase, low vitamin B6, and increased interleukin-18. The Kyn metabolite signature is a candidate biomarker for severe fibrosing cGVHD and provides a rationale for translational trials on prophylactic vitamin B2/B6 supplementation for cGVHD prevention.


Subject(s)
Graft vs Host Disease/blood , Kynurenic Acid/blood , Kynurenine/blood , Riboflavin/blood , Stem Cell Transplantation , Vitamin B 6/blood , Adolescent , Adult , Aged , Chemokine CXCL9/blood , Chemokine CXCL9/genetics , Female , Fibrosis , Gene Expression Regulation , Graft vs Host Disease/genetics , Graft vs Host Disease/pathology , Humans , Indoleamine-Pyrrole 2,3,-Dioxygenase/blood , Indoleamine-Pyrrole 2,3,-Dioxygenase/genetics , Interleukin-18/blood , Interleukin-18/genetics , Kynurenine 3-Monooxygenase/blood , Kynurenine 3-Monooxygenase/genetics , Leukemia/genetics , Leukemia/metabolism , Leukemia/pathology , Leukemia/therapy , Lymphoma/genetics , Lymphoma/metabolism , Lymphoma/pathology , Lymphoma/therapy , Male , Metabolic Networks and Pathways/genetics , Middle Aged , Retrospective Studies , Severity of Illness Index , Signal Transduction , Transplantation, Homologous , Tryptophan/blood , ortho-Aminobenzoates/blood
13.
Biomarkers ; 26(8): 752-759, 2021 Dec.
Article in English | MEDLINE | ID: mdl-34664533

ABSTRACT

Despite research advances, recently identified biological markers for depression are either non-specific or impractical in daily clinical practice. Hence, we aim to identify a novel biomarker: δEPCD, the electrophysiologic coefficient of depressiveness. δEPCD must be sensitive and specific to the vulnerability towards depression. It should also detect the presence of a depressive clinical state and be able to quantify its severity. Moreover, it should be easily accessible and cost-effective. Accordingly, combining high-frequency heart rate variability (HF-HRV), which reflects a reduction in vagal tone, and tryptophan metabolism, which influences serotonin synthesis pathway, may have a good diagnostic and prognostic accuracy in depression. δEPCD is the multiplication of the intrinsic difference between state 0 (rest) and state 1 (exposure to stress) of HF-HRV and the plasma concentration ratio between quinolinic acid and kynurenine. δEPCD theoretically fluctuates between -1000 and 0 where being closer to 0 signifies no vulnerability to depression. Individuals with a score between -16.7 and -167 have a high vulnerability to depression. Finally, individuals with a δEPCD closer to -1000 have the most severe forms of depression. δEPCD is theoretically conceived to be easy to assess and monitor which makes it a candidate for further evaluation of reliability and validity.CLINICAL SIGNIFICANCEDepression is currently diagnosed based on emotional and behavioural symptoms; however there is currently a rising interest in the field of neurobiological markers that could improve diagnostic accuracy.Many current biological approaches are primarily based on single neurobiological markers that are either non-specific or impractical in daily clinical practice.Among other neurological effects, depression may modify the parasympathetic nervous system tone and disturb the tryptophan metabolism.The electrophysiological coefficient of depressiveness δEPCD combines heart rate variability (HRV) and tryptophan metabolism to reflect the intrinsic individual vulnerability towards depression and the inherent severity of an index depressive disorder.δEPCD is the intrinsic difference between state 0 (without stress) and state 1 (exposed to a stressful task) of the high-frequency heart rate variability multiplied by the intrinsic difference between both states, e.g. state 0 and 1, of the plasma concentration ratio of quinolinic acid over kynurenine.


Subject(s)
Depressive Disorder, Major/blood , Heart Rate/physiology , Kynurenine/blood , Quinolinic Acid/blood , Tryptophan/blood , Biomarkers/blood , Depressive Disorder, Major/diagnosis , Depressive Disorder, Major/physiopathology , Humans , Reproducibility of Results , Sensitivity and Specificity , Stress, Physiological/physiology
14.
J Am Soc Nephrol ; 32(11): 2834-2850, 2021 11.
Article in English | MEDLINE | ID: mdl-34716244

ABSTRACT

BACKGROUND: CKD, characterized by retained uremic solutes, is a strong and independent risk factor for thrombosis after vascular procedures . Urem ic solutes such as indoxyl sulfate (IS) and kynurenine (Kyn) mediate prothrombotic effect through tissue factor (TF). IS and Kyn biogenesis depends on multiple enzymes, with therapeutic implications unexplored. We examined the role of indoleamine 2,3-dioxygenase-1 (IDO-1), a rate-limiting enzyme of kynurenine biogenesis, in CKD-associated thrombosis after vascular injury. METHODS: IDO-1 expression in mice and human vessels was examined. IDO-1-/- mice, IDO-1 inhibitors, an adenine-induced CKD, and carotid artery injury models were used. RESULTS: Both global IDO-1-/- CKD mice and IDO-1 inhibitor in wild-type CKD mice showed reduced blood Kyn levels, TF expression in their arteries, and thrombogenicity compared with respective controls. Several advanced IDO-1 inhibitors downregulated TF expression in primary human aortic vascular smooth muscle cells specifically in response to uremic serum. Further mechanistic probing of arteries from an IS-specific mouse model, and CKD mice, showed upregulation of IDO-1 protein, which was due to inhibition of its polyubiquitination and degradation by IS in vascular smooth muscle cells. In two cohorts of patients with advanced CKD, blood IDO-1 activity was significantly higher in sera of study participants who subsequently developed thrombosis after endovascular interventions or vascular surgery. CONCLUSION: Leveraging genetic and pharmacologic manipulation in experimental models and data from human studies implicate IS as an inducer of IDO-1 and a perpetuator of the thrombotic milieu and supports IDO-1 as an antithrombotic target in CKD.


Subject(s)
Indican/physiology , Indoleamine-Pyrrole 2,3,-Dioxygenase/antagonists & inhibitors , Indoleamine-Pyrrole 2,3,-Dioxygenase/blood , Kynurenine/physiology , Molecular Targeted Therapy , Postoperative Complications/enzymology , Renal Insufficiency, Chronic/enzymology , Thrombosis/enzymology , Vascular Surgical Procedures/adverse effects , Animals , Aorta , Carotid Artery Injuries/complications , Carotid Artery Thrombosis/etiology , Carotid Artery Thrombosis/prevention & control , Culture Media/pharmacology , Enzyme Induction/drug effects , Feedback, Physiological , Female , HEK293 Cells , Humans , Indoleamine-Pyrrole 2,3,-Dioxygenase/deficiency , Indoleamine-Pyrrole 2,3,-Dioxygenase/genetics , Kynurenine/blood , Mice , Mice, Inbred C57BL , Mice, Knockout , Myocytes, Smooth Muscle/drug effects , Postoperative Complications/blood , Postoperative Complications/etiology , Postoperative Complications/prevention & control , Renal Insufficiency, Chronic/drug therapy , Thromboplastin/metabolism , Thrombosis/blood , Thrombosis/etiology , Thrombosis/prevention & control , Tryptophan/metabolism , Uremia/blood
15.
Cells ; 10(9)2021 09 02.
Article in English | MEDLINE | ID: mdl-34571942

ABSTRACT

The Corona Virus Disease 2019 (COVID-19) pandemic represents an ongoing worldwide challenge. The present large study sought to understand independent and overlapping metabolic features of samples from acutely ill patients (n = 831) that tested positive (n = 543) or negative (n = 288) for COVID-19. High-throughput metabolomics analyses were complemented with antigen and enzymatic activity assays on plasma from acutely ill patients collected while in the emergency department, at admission, or during hospitalization. Lipidomics analyses were also performed on COVID-19-positive or -negative subjects with the lowest and highest body mass index (n = 60/group). Significant changes in amino acid and fatty acid/acylcarnitine metabolism emerged as highly relevant markers of disease severity, progression, and prognosis as a function of biological and clinical variables in these patients. Further, machine learning models were trained by entering all metabolomics and clinical data from half of the COVID-19 patient cohort and then tested on the other half, yielding ~78% prediction accuracy. Finally, the extensive amount of information accumulated in this large, prospective, observational study provides a foundation for mechanistic follow-up studies and data sharing opportunities, which will advance our understanding of the characteristics of the plasma metabolism in COVID-19 and other acute critical illnesses.


Subject(s)
COVID-19/metabolism , Prognosis , Acute Disease , Adult , Amino Acids/blood , Body Mass Index , Carnitine/analogs & derivatives , Carnitine/blood , Cohort Studies , Fatty Acids/blood , Female , Humans , Kynurenine/blood , Machine Learning , Metabolomics , Middle Aged , Prospective Studies , SARS-CoV-2/isolation & purification , Severity of Illness Index , Tryptophan/blood
16.
Int J Mol Sci ; 22(18)2021 Sep 19.
Article in English | MEDLINE | ID: mdl-34576286

ABSTRACT

Sjögren's syndrome (SS) is a chronic autoimmune disease characterized by dysfunction of salivary and lacrimal glands, resulting in xerostomia (dry mouth) and keratoconjunctivitis sicca (dry eyes). Autoantibodies, such as anti-SSA and anti-SSB antibodies, are hallmarks and important diagnostic factors for SS. In our previous study, we demonstrated that SS-like xerostomia was observed in SATB1 conditional knockout (SATB1cKO) mice, in which the floxed SATB1 gene was specifically deleted in hematopoietic cells as early as 4 weeks of age. In these mice, autoantibodies were not detected until 8 weeks of age in SATB1cKO mice, although exocrine gland function reached its lowest at this age. Therefore, other markers may be necessary for the diagnosis of SS in the early phase. Here, we found that mRNA expression of the interferonγ (IFN-γ) gene and the IFN-responsive indoleamine 2,3-dioxygenase (IDO) gene is upregulated in the salivary glands of SATB1cKO mice after 3 and 4 weeks of age, respectively. We detected l-kynurenine (l-KYN), an intermediate of l-tryptophan (l-Trp) metabolism mediated by IDO, in the serum of SATB1cKO mice after 4 weeks of age. In addition, the upregulation of IDO expression was significantly suppressed by the administration of IFN-γ neutralizing antibodies in SATB1cKO mice. These results suggest that the induction of IFN-dependent IDO expression is an initial event that occurs immediately after the onset of SS in SATB1cKO mice. These results also imply that serum l-KYN could be used as a marker for SS diagnosis in the early phases of the disease before autoantibodies are detectable.


Subject(s)
Indoleamine-Pyrrole 2,3,-Dioxygenase/metabolism , Matrix Attachment Region Binding Proteins/deficiency , Sjogren's Syndrome/enzymology , Animals , Cytokines/metabolism , Inflammation Mediators/metabolism , Interferon-gamma/metabolism , Kynurenine/blood , Kynurenine/metabolism , Matrix Attachment Region Binding Proteins/metabolism , Mice, Inbred C57BL , Mice, Knockout , Saliva/metabolism , Salivary Glands/metabolism , Sjogren's Syndrome/blood , Tryptophan/metabolism , Up-Regulation
17.
Front Immunol ; 12: 736498, 2021.
Article in English | MEDLINE | ID: mdl-34557196

ABSTRACT

Immune escape is an early phenomenon in cancer development/progression. Indoleamine 2,3-dioxygenase 1 (IDO1) is a normal endogenous mechanism of acquired peripheral immune tolerance and may therefore be tumor-promoting. This study investigated the clinical relevance of IDO1 expression by immune cells in the lymph nodes and blood and of the serum kynurenine/tryptophan (Kyn/Trp) ratio in 65 systemic treatment naïve stage I-III melanoma patients. Blood samples were collected within the first year of diagnosis. Patients had a median follow-up of 61 months. High basal IDO1 expression in peripheral monocytes and low IFNγ-induced IDO1 upregulation correlated with worse outcome independent from disease stage. Interestingly studied factors were not interrelated. During follow-up, the risk of relapse was 9% (2/22) in the subgroup with high IFNγ-induced IDO1 upregulation in monocytes. In contrast, if IDO1 upregulation was low, relapse occurred in 30% (3/10) of patients with low basal IDO1 expression in monocytes and in 61.5% (8/13) in the subgroup with high basal IDO1 expression in monocytes (Log-Rank test, p=0.008). This study reveals some immune features in the blood of early stage melanoma that may be of relevance for disease outcome. These may offer a target for sub-stratification and early intervention.


Subject(s)
Indoleamine-Pyrrole 2,3,-Dioxygenase/biosynthesis , Interferon-gamma/pharmacology , Kynurenine/blood , Melanoma/blood , Monocytes/drug effects , Skin Neoplasms/blood , Tryptophan/blood , Adult , Cells, Cultured , Enzyme Induction , Female , Humans , Male , Melanoma/enzymology , Melanoma/immunology , Melanoma/therapy , Middle Aged , Monocytes/enzymology , Monocytes/immunology , Neoplasm Recurrence, Local , Neoplasm Staging , Retrospective Studies , Skin Neoplasms/enzymology , Skin Neoplasms/immunology , Skin Neoplasms/therapy , Time Factors , Treatment Outcome , Tumor Escape
18.
Int Immunopharmacol ; 99: 108018, 2021 Oct.
Article in English | MEDLINE | ID: mdl-34358860

ABSTRACT

BACKGROUND: Various studies reported that increased proinflammatory cytokines in patients with ankylosing spondylitis (AS). Proinflammatory cytokines can affect the expression of various kynurenine pathway enzymes and therefore lead to metabolic changes that can affect the inflammatory response and immunity. Our aim was to measure serum levels of kynurenine pathway metabolites in patients with AS. METHODS: The study included 85 patients with AS and 50 healthy volunteers. Serum tryptophan, kynurenine, kynurenic acid, 3-hydroxyanthranilic acid, 3-hydroxykynurenine, quinolinic acid concentrations were measured with tandem mass spectrometry. In addition, participants were divided into four groups according to the treatment regimen: TNF-α inhibitor group, conventional therapy group, control group and newly diagnosed AS group. These groups were compared in terms of kynurenine pathways metabolites, interleukin 6 (IL-6), erythrocyte sedimentation rate (ESR) and C-reactive protein (CRP) levels. RESULTS: Serum tryptophan, kynurenic acid, 3-hydroxykynurenine levels were significantly decreased (p < 0.05) in both AS groups compared to the control group, while the levels of kynurenine, quinolinic acid, CRP, ESR, and IL-6 were higher (p < 0.05). The Kynurenine/Tryptophan ratio and CRP levels of the conventional therapy and anti-TNF therapy group were significantly lower than the newly diagnosed AS patients (p < 0.05). CONCLUSION: As a result of our study, we found that altered kynurenine pathway metabolism in patients with AS. Conventional therapy and anti-TNF-α therapy are effective in reducing the Kynurenine/Tryptophan ratio and CRP levels, although the effect of both treatments on other metabolites appears to be limited.


Subject(s)
Kynurenine/metabolism , Spondylitis, Ankylosing/drug therapy , Tryptophan/metabolism , Tumor Necrosis Factor Inhibitors/pharmacology , Adult , C-Reactive Protein/analysis , C-Reactive Protein/metabolism , Case-Control Studies , Female , Healthy Volunteers , Humans , Interleukin-6/blood , Interleukin-6/metabolism , Kynurenine/blood , Male , Metabolic Networks and Pathways/drug effects , Metabolic Networks and Pathways/immunology , Middle Aged , Spondylitis, Ankylosing/blood , Spondylitis, Ankylosing/immunology , Spondylitis, Ankylosing/metabolism , Tryptophan/blood , Tumor Necrosis Factor Inhibitors/therapeutic use
19.
Diabetologia ; 64(11): 2445-2457, 2021 11.
Article in English | MEDLINE | ID: mdl-34409496

ABSTRACT

AIMS/HYPOTHESIS: Studies investigating associations between kynurenines and cognitive function have generally been small, restricted to clinical samples or have found inconsistent results, and associations in the general adult population, and in individuals with type 2 diabetes in particular, are not clear. Therefore, the aim of the present study was to investigate cross-sectional associations between plasma kynurenines and cognitive function in a cohort of middle-aged participants with normal glucose metabolism, prediabetes (defined as impaired fasting glucose and/or impaired glucose tolerance) and type 2 diabetes. METHODS: Plasma kynurenines were quantified in 2358 participants aged 61 ± 8 years. Cross-sectional associations of kynurenines with cognitive impairment and cognitive domain scores were investigated using logistic, multiple linear and restricted cubic spline regression analyses adjusted for several confounders. RESULTS: Effect modification by glucose metabolism status was found for several associations with cognitive impairment, hence analyses were stratified. In individuals with prediabetes, 3-hydroxykynurenine (OR per SD 0.59 [95% CI 0.37, 0.94]) and 3-hydroxyanthranilic acid (0.67 [0.47, 0.96]) were associated with lower odds of cognitive impairment after full adjustment. In individuals with type 2 diabetes, kynurenine (0.80 [0.66, 0.98]), 3-hydroxykynurenine (0.82 [0.68, 0.99]), kynurenic acid (0.81 [0.68, 0.96]), xanthurenic acid (0.73 [0.61, 0.87]) and 3-hydroxyanthranilic acid (0.73 [0.60, 0.87]) were all associated with lower odds of cognitive impairment. Kynurenic acid (ß per SD 0.07 [95% CI 0.02, 0.13]) and xanthurenic acid (0.06 [0.01, 0.11]) were also associated with better executive function/attention. No associations were observed in individuals with normal glucose metabolism. CONCLUSIONS/INTERPRETATION: Several kynurenines were cross-sectionally associated with lower odds of cognitive impairment and better cognitive functioning in type 2 diabetes, while less widespread associations were seen in prediabetes. Low levels of kynurenines might be involved in the pathway of type 2 diabetes and cognitive decline but this needs further studies.


Subject(s)
Blood Glucose/metabolism , Cognition/physiology , Cognitive Dysfunction/blood , Diabetes Mellitus, Type 2/blood , Kynurenine/analogs & derivatives , Prediabetic State/blood , 3-Hydroxyanthranilic Acid/metabolism , Aged , Biomarkers/blood , Cognitive Dysfunction/physiopathology , Cross-Sectional Studies , Diabetes Mellitus, Type 2/physiopathology , Female , Humans , Kynurenine/blood , Male , Middle Aged
20.
PLoS One ; 16(8): e0256784, 2021.
Article in English | MEDLINE | ID: mdl-34460840

ABSTRACT

Viral sepsis has been proposed as an accurate term to describe all multisystemic dysregulations and clinical findings in severe and critically ill COVID-19 patients. The adoption of this term may help the implementation of more accurate strategies of early diagnosis, prognosis, and in-hospital treatment. We accurately quantified 110 metabolites using targeted metabolomics, and 13 cytokines/chemokines in plasma samples of 121 COVID-19 patients with different levels of severity, and 37 non-COVID-19 individuals. Analyses revealed an integrated host-dependent dysregulation of inflammatory cytokines, neutrophil activation chemokines, glycolysis, mitochondrial metabolism, amino acid metabolism, polyamine synthesis, and lipid metabolism typical of sepsis processes distinctive of a mild disease. Dysregulated metabolites and cytokines/chemokines showed differential correlation patterns in mild and critically ill patients, indicating a crosstalk between metabolism and hyperinflammation. Using multivariate analysis, powerful models for diagnosis and prognosis of COVID-19 induced sepsis were generated, as well as for mortality prediction among septic patients. A metabolite panel made of kynurenine/tryptophan ratio, IL-6, LysoPC a C18:2, and phenylalanine discriminated non-COVID-19 from sepsis patients with an area under the curve (AUC (95%CI)) of 0.991 (0.986-0.995), with sensitivity of 0.978 (0.963-0.992) and specificity of 0.920 (0.890-0.949). The panel that included C10:2, IL-6, NLR, and C5 discriminated mild patients from sepsis patients with an AUC (95%CI) of 0.965 (0.952-0.977), with sensitivity of 0.993(0.984-1.000) and specificity of 0.851 (0.815-0.887). The panel with citric acid, LysoPC a C28:1, neutrophil-lymphocyte ratio (NLR) and kynurenine/tryptophan ratio discriminated severe patients from sepsis patients with an AUC (95%CI) of 0.829 (0.800-0.858), with sensitivity of 0.738 (0.695-0.781) and specificity of 0.781 (0.735-0.827). Septic patients who survived were different from those that did not survive with a model consisting of hippuric acid, along with the presence of Type II diabetes, with an AUC (95%CI) of 0.831 (0.788-0.874), with sensitivity of 0.765 (0.697-0.832) and specificity of 0.817 (0.770-0.865).


Subject(s)
COVID-19/pathology , Metabolomics , Sepsis/diagnosis , Adult , Area Under Curve , COVID-19/complications , COVID-19/virology , Chemokines/blood , Cytokines/blood , Female , Humans , Kynurenine/blood , Lymphocytes/cytology , Male , Middle Aged , Neutrophils/cytology , ROC Curve , Retrospective Studies , Risk Factors , SARS-CoV-2/isolation & purification , Sepsis/etiology , Severity of Illness Index , Tryptophan/blood
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