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2.
Front Pharmacol ; 14: 1090010, 2023.
Article in English | MEDLINE | ID: mdl-36998609

ABSTRACT

Background/Aims: Statin intolerance leads to poor adherence to statin therapy, resulting in a failure to achieve desired cholesterol reduction and adverse outcomes. The LILRB5 Asp247Gly genotype has been identified as being associated with statin intolerance and statin-induced myalgia. We conducted a randomized clinical trial to examine its role in immune response through T regulatory cell aggregation and in achieving cholesterol reduction targets. Methods: A double-blind, cross-over, recruit-by-genotype trial was undertaken. A total of 18 participants who had either the Asp247Asp (T/T) genotype or the Gly247Gly (C/C) genotype were recruited to the study. Participants were randomised to receive placebo or atorvastatin 80 mg daily for 28 days. Following a washout period of 3 weeks, they were then switched to the opposite treatment. Biochemical and immunological measurements as well as interviews were performed prior to and after both treatment periods. Within genotype group comparisons were performed using repeated measures Wilcoxon tests. Two-way repeated measures ANOVA with genotype and treatment as factors were used to compare changes in biochemical parameters between groups during placebo and atorvastatin periods. Results: Individuals with the Asp247Asp genotype had a greater increase in creatine kinase (CK) compared to those with Gly247Gly genotype in response to atorvastatin (p = 0.03). Those with Gly247Gly genotype had a mean non-HDL cholesterol reduction of 2.44 (95% CI:1.59 - 3.29) mmol/L while in Asp247Asp genotype group the mean reduction was 1.28 (95%CI: 0.48 - 2.07) mmol/L. The interaction between the genotype and atorvastatin treatment for total cholesterol (p = 0.007) and non-HDL cholesterol response was significant (p = 0.025). Immunological assessment showed no significant changes in aggregation of T regulatory cells by genotype. Conclusion: The Asp247Gly variant in LILRB5, previously associated with statin intolerance, was associated with differential increases in creatine kinase and total cholesterol and non-HDL cholesterol-lowering response to atorvastatin. Taken together, these results suggest that this variant could have utility in precision cardiovascular therapy.

3.
Nat Biotechnol ; 41(3): 399-408, 2023 03.
Article in English | MEDLINE | ID: mdl-36593394

ABSTRACT

The application of multiple omics technologies in biomedical cohorts has the potential to reveal patient-level disease characteristics and individualized response to treatment. However, the scale and heterogeneous nature of multi-modal data makes integration and inference a non-trivial task. We developed a deep-learning-based framework, multi-omics variational autoencoders (MOVE), to integrate such data and applied it to a cohort of 789 people with newly diagnosed type 2 diabetes with deep multi-omics phenotyping from the DIRECT consortium. Using in silico perturbations, we identified drug-omics associations across the multi-modal datasets for the 20 most prevalent drugs given to people with type 2 diabetes with substantially higher sensitivity than univariate statistical tests. From these, we among others, identified novel associations between metformin and the gut microbiota as well as opposite molecular responses for the two statins, simvastatin and atorvastatin. We used the associations to quantify drug-drug similarities, assess the degree of polypharmacy and conclude that drug effects are distributed across the multi-omics modalities.


Subject(s)
Deep Learning , Diabetes Mellitus, Type 2 , Humans , Algorithms , Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/genetics
4.
Antioxidants (Basel) ; 11(8)2022 Aug 09.
Article in English | MEDLINE | ID: mdl-36009260

ABSTRACT

Oxidative stress participates in the development and exacerbation of cardiovascular diseases (CVD). The ability to promptly quantify an imbalance in an individual reductive-oxidative (RedOx) state could improve cardiovascular risk assessment and management. Derivatives-reactive oxygen metabolites (d-ROMs) are an emerging biomarker of oxidative stress quantifiable in minutes through standard biochemical analysers or by a bedside point-of-care test. The current review evaluates available data on the prognostic value of d-ROMs for CVD events and mortality in individuals with known and unknown CVD. Outcome studies involving small and large cohorts were analysed and hazard ratio, risk ratio, odds ratio, and mean differences were used as measures of effect. High d-ROM plasma levels were found to be an independent predictor of CVD events and mortality. Risk begins increasing at d-ROM levels higher than 340 UCARR and rises considerably above 400 UCARR. Conversely, low d-ROM plasma levels are a good negative predictor for CVD events in patients with coronary artery disease and heart failure. Moreover, combining d-ROMs with other relevant biomarkers routinely used in clinical practice might support a more precise cardiovascular risk assessment. We conclude that d-ROMs represent an emerging oxidative-stress-related biomarker with the potential for better risk stratification both in primary and secondary cardiovascular prevention.

5.
Cell Rep Med ; 3(1): 100477, 2022 01 18.
Article in English | MEDLINE | ID: mdl-35106505

ABSTRACT

The presentation and underlying pathophysiology of type 2 diabetes (T2D) is complex and heterogeneous. Recent studies attempted to stratify T2D into distinct subgroups using data-driven approaches, but their clinical utility may be limited if categorical representations of complex phenotypes are suboptimal. We apply a soft-clustering (archetype) method to characterize newly diagnosed T2D based on 32 clinical variables. We assign quantitative clustering scores for individuals and investigate the associations with glycemic deterioration, genetic risk scores, circulating omics biomarkers, and phenotypic stability over 36 months. Four archetype profiles represent dysfunction patterns across combinations of T2D etiological processes and correlate with multiple circulating biomarkers. One archetype associated with obesity, insulin resistance, dyslipidemia, and impaired ß cell glucose sensitivity corresponds with the fastest disease progression and highest demand for anti-diabetic treatment. We demonstrate that clinical heterogeneity in T2D can be mapped to heterogeneity in individual etiological processes, providing a potential route to personalized treatments.


Subject(s)
Diabetes Mellitus, Type 2/diagnosis , Adult , Diabetes Mellitus, Type 2/genetics , Disease Progression , Female , Follow-Up Studies , Genetic Predisposition to Disease , Genomics , Humans , Male , Middle Aged , Phenotype , Risk Factors
6.
Diabetologia ; 65(1): 101-112, 2022 01.
Article in English | MEDLINE | ID: mdl-34562103

ABSTRACT

AIMS/HYPOTHESIS: Lipoprotein-associated phospholipase A2 (Lp-PLA2) activity has an independent prognostic association with major coronary events (MCE). However, no study has investigated whether type 2 diabetes status modifies the effect of Lp-PLA2 activity or inhibition on the risk of MCE. We investigate the interaction between diabetes status and Lp-PLA2 activity with risk of MCE. Subsequently, we test the resulting hypothesis that diabetes status will play a role in modifying the efficacy of an Lp-PLA2 inhibitor. METHODS: A retrospective cohort study design was utilised in two study populations. Discovery analyses were performed in the Genetics of Diabetes Audit and Research in Tayside Scotland (GoDARTS) cohort based in Scotland, UK. Participants were categorised by type 2 diabetes control status: poorly controlled (HbA1c ≥ 48 mmol/mol or ≥6.5%) and well-controlled (HbA1c < 48 mmol/mol or <6.5%) diabetes (n = 7420). In a secondary analysis of the Stabilization of Atherosclerotic Plaque by Initiation of Darapladib Therapy (STABILITY) trial of Lp-PLA2 inhibitor (darapladib) efficacy, 15,828 participants were stratified post hoc by type 2 diabetes diagnosis status (diabetes or no diabetes) at time of recruitment. Lp-PLA2 activity was then divided into population-specific quartiles. MCE were determined from linked medical records in GoDARTS and trial records in STABILITY. First, the interaction between diabetes control status and Lp-PLA2 activity on the outcome of MCE was explored in GoDARTS. The effect was replicated in the placebo arm of STABILITY. The effect of Lp-PLA2 on MCE was then examined in models stratified by diabetes status. This helped determine participants at higher risk. Finally, the effect of Lp-PLA2 inhibition was assessed in STABILITY in the higher risk group. Cox proportional hazards models adjusted for confounders were used to assess associations. RESULTS: In GoDARTS, a significant interaction between increased Lp-PLA2 activity (continuous and quartile divided) and diabetes control status was observed in the prediction of MCE (p < 0.0001). These effects were replicated in the placebo arm of STABILITY (p < 0.0001). In GoDARTS, stratified analyses showed that, among individuals with poorly controlled diabetes, the hazards of MCE for those with high (Q4) Lp-PLA2 activity was 1.19 compared with individuals with lower (Q1-3) Lp-PLA2 activity (95% CI 1.11, 1.38; p < 0.0001) and 1.35 (95% CI 1.16, 1.57; p < 0.0001) when compared with those with the lowest activity (Q1). Those in the higher risk group were identified as individuals with the highest Lp-PLA2 activity (Q4) and poorly controlled diabetes or diabetes. Based on these observations in untreated populations, we hypothesised that the Lp-PLA2 inhibitor would have more benefit in this higher risk group. In this risk group, Lp-PLA2 inhibitor use was associated with a 33% reduction in MCE compared with placebo (HR 0.67 [95% CI 0.50, 0.90]; p = 0.008). In contrast, Lp-PLA2 inhibitor showed no efficacy in individuals with low activity, regardless of diabetes status, or among those with no baseline diabetes and high Lp-PLA2 activity. CONCLUSIONS/INTERPRETATION: These results support the hypothesis that diabetes status modifies the association between Lp-PLA2 activity and MCE. These results suggest that cardiovascular morbidity and mortality associated with Lp-PLA2 activity is especially important in patients with type 2 diabetes, particularly those with worse glycaemic control. Further investigation of the effects of Lp-PLA2 inhibition in diabetes appears warranted. DATA AVAILABILITY: STABILITY trial data are available from clinicaltrials.gov repository through the GlaxoSmithKline clinical study register https://clinicaltrials.gov/ct2/show/NCT00799903 . GoDARTS datasets generated during and/or analysed during the current study are available following request to the GoDARTS Access Managements Group https://godarts.org/scientific-community/ .


Subject(s)
1-Alkyl-2-acetylglycerophosphocholine Esterase , Diabetes Mellitus, Type 2 , Biomarkers , Diabetes Mellitus, Type 2/drug therapy , Humans , Prognosis , Retrospective Studies , Risk Factors
7.
Diabetes Care ; 44(2): 511-518, 2021 02.
Article in English | MEDLINE | ID: mdl-33323478

ABSTRACT

OBJECTIVE: We investigated the processes underlying glycemic deterioration in type 2 diabetes (T2D). RESEARCH DESIGN AND METHODS: A total of 732 recently diagnosed patients with T2D from the Innovative Medicines Initiative Diabetes Research on Patient Stratification (IMI DIRECT) study were extensively phenotyped over 3 years, including measures of insulin sensitivity (OGIS), ß-cell glucose sensitivity (GS), and insulin clearance (CLIm) from mixed meal tests, liver enzymes, lipid profiles, and baseline regional fat from MRI. The associations between the longitudinal metabolic patterns and HbA1c deterioration, adjusted for changes in BMI and in diabetes medications, were assessed via stepwise multivariable linear and logistic regression. RESULTS: Faster HbA1c progression was independently associated with faster deterioration of OGIS and GS and increasing CLIm; visceral or liver fat, HDL-cholesterol, and triglycerides had further independent, though weaker, roles (R 2 = 0.38). A subgroup of patients with a markedly higher progression rate (fast progressors) was clearly distinguishable considering these variables only (discrimination capacity from area under the receiver operating characteristic = 0.94). The proportion of fast progressors was reduced from 56% to 8-10% in subgroups in which only one trait among OGIS, GS, and CLIm was relatively stable (odds ratios 0.07-0.09). T2D polygenic risk score and baseline pancreatic fat, glucagon-like peptide 1, glucagon, diet, and physical activity did not show an independent role. CONCLUSIONS: Deteriorating insulin sensitivity and ß-cell function, increasing insulin clearance, high visceral or liver fat, and worsening of the lipid profile are the crucial factors mediating glycemic deterioration of patients with T2D in the initial phase of the disease. Stabilization of a single trait among insulin sensitivity, ß-cell function, and insulin clearance may be relevant to prevent progression.


Subject(s)
Diabetes Mellitus, Type 2 , Insulin Resistance , Insulin-Secreting Cells , Blood Glucose , Cholesterol, HDL , Humans , Insulin
8.
J Am Soc Nephrol ; 31(10): 2434-2445, 2020 10.
Article in English | MEDLINE | ID: mdl-32817311

ABSTRACT

BACKGROUND: Vascular calcification, a risk factor for cardiovascular disease, is common among patients with CKD and is an independent contributor to increased vascular stiffness and vascular risk in this patient group. Vitamin K is a cofactor for proteins involved in prevention of vascular calcification. Whether or not vitamin K supplementation could improve arterial stiffness in patients with CKD is unknown. METHODS: To determine if vitamin K supplementation might improve arterial stiffness in patients in CKD, we conducted a parallel-group, double-blind, randomized trial in participants aged 18 or older with CKD stage 3b or 4 (eGFR 15-45 ml/min per 1.73 m2). We randomly assigned participants to receive 400 µg oral vitamin K2 or matching placebo once daily for a year. The primary outcome was the adjusted between-group difference in carotid-femoral pulse wave velocity at 12 months. Secondary outcomes included augmentation index, abdominal aortic calcification, BP, physical function, and blood markers of mineral metabolism and vascular health. We also updated a recently published meta-analysis of trials to include the findings of this study. RESULTS: We included 159 randomized participants in the modified intention-to-treat analysis, with 80 allocated to receive vitamin K and 79 to receive placebo. Mean age was 66 years, 62 (39%) were female, and 87 (55%) had CKD stage 4. We found no differences in pulse wave velocity at 12 months, augmentation index at 12 months, BP, B-type natriuretic peptide, or physical function. The updated meta-analysis showed no effect of vitamin K supplementation on vascular stiffness or vascular calcification measures. CONCLUSIONS: Vitamin K2 supplementation did not improve vascular stiffness or other measures of vascular health in this trial involving individuals with CKD. CLINICAL TRIAL REGISTRY NAME AND REGISTRATION NUMBER: Vitamin K therapy to improve vascular health in patients with chronic kidney disease, ISRCTN21444964 (www.isrctn.com).


Subject(s)
Dietary Supplements , Renal Insufficiency, Chronic/complications , Vascular Calcification/prevention & control , Vascular Stiffness/drug effects , Vitamin K 2/therapeutic use , Vitamins/therapeutic use , Aged , Double-Blind Method , Drug Administration Schedule , Female , Humans , Male , Middle Aged , Pulse Wave Analysis , Treatment Outcome , Vascular Calcification/diagnosis , Vascular Calcification/etiology
9.
Health Technol Assess ; 24(27): 1-90, 2020 06.
Article in English | MEDLINE | ID: mdl-32568065

ABSTRACT

BACKGROUND: Advanced chronic kidney disease is common in older people and is frequently accompanied by metabolic acidosis. Oral sodium bicarbonate is used to treat this acidosis, but evidence is lacking on whether or not this provides a net gain in health or quality of life for older people. OBJECTIVES: The objectives were to determine whether or not oral bicarbonate therapy improves physical function, quality of life, markers of renal function, bone turnover and vascular health compared with placebo in older people with chronic kidney disease and mild acidosis; to assess the safety of oral bicarbonate; and to establish whether or not oral bicarbonate therapy is cost-effective in this setting. DESIGN: A parallel-group, double-blind, placebo-controlled randomised trial. SETTING: The setting was nephrology and geriatric medicine outpatient departments in 27 UK hospitals. PARTICIPANTS: Participants were adults aged ≥ 60 years with advanced chronic kidney disease (glomerular filtration rate category 4 or 5, not on dialysis) with a serum bicarbonate concentration of < 22 mmol/l. INTERVENTIONS: Eligible participants were randomised 1 : 1 to oral sodium bicarbonate or matching placebo. Dosing started at 500 mg three times daily, increasing to 1 g three times daily if the serum bicarbonate concentration was < 22 mmol/l at 3 months. MAIN OUTCOME MEASURES: The primary outcome was the between-group difference in the Short Physical Performance Battery score at 12 months, adjusted for baseline. Other outcome measures included generic and disease-specific health-related quality of life, anthropometry, 6-minute walk speed, grip strength, renal function, markers of bone turnover, blood pressure and brain natriuretic peptide. All adverse events were recorded, including commencement of renal replacement therapy. For the health economic analysis, the incremental cost per quality-adjusted life-year was the main outcome. RESULTS: In total, 300 participants were randomised, 152 to bicarbonate and 148 to placebo. The mean age of participants was 74 years and 86 (29%) were female. Adherence to study medication was 73% in both groups. A total of 220 (73%) participants were assessed at the 12-month visit. No significant treatment effect was evident for the primary outcome of the between-group difference in the Short Physical Performance Battery score at 12 months (-0.4 points, 95% confidence interval -0.9 to 0.1 points; p = 0.15). No significant treatment benefit was seen for any of the secondary outcomes. Adverse events were more frequent in the bicarbonate arm (457 vs. 400). Time to commencement of renal replacement therapy was similar in both groups (hazard ratio 1.22, 95% confidence interval 0.74 to 2.02; p = 0.43). Health economic analysis showed higher costs and lower quality of life in the bicarbonate arm at 1 year, with additional costs of £564 (95% confidence interval £88 to £1154) and a quality-adjusted life-year difference of -0.05 (95% confidence interval -0.08 to -0.01); placebo dominated bicarbonate under all sensitivity analyses for incremental cost-effectiveness. LIMITATIONS: The trial population was predominantly white and male, limiting generalisability. The increment in serum bicarbonate concentrations achieved was small and a benefit from larger doses of bicarbonate cannot be excluded. CONCLUSIONS: Oral sodium bicarbonate did not improve a range of health measures in people aged ≥ 60 years with chronic kidney disease category 4 or 5 and mild acidosis, and is unlikely to be cost-effective for use in the NHS in this patient group. Once other current trials of bicarbonate therapy in chronic kidney disease are complete, an individual participant meta-analysis would be helpful to determine which subgroups, if any, are more likely to benefit and which treatment regimens are more beneficial. TRIAL REGISTRATION: Current Controlled Trials ISRCTN09486651 and EudraCT 2011-005271-16. The systematic review is registered as PROSPERO CRD42018112908. FUNDING: This project was funded by the National Institute for Health Research (NIHR) Health Technology Assessment programme and will be published in full in Health Technology Assessment; Vol. 24, No. 27. See the NIHR Journals Library website for further project information.


Patients with advanced chronic kidney disease often have excessive levels of acid in their blood (acidosis). Acidosis has been associated with a range of other problems that particularly affect patients with chronic kidney disease, including weaker muscles, weaker bones, worse blood vessel health and kidney disease that worsens more quickly. For decades, acidosis has been treated with sodium bicarbonate tablets (the ingredient found in baking soda) to neutralise the excess acid. However, sodium bicarbonate is awkward to take, may cause side effects and may increase blood pressure. To clarify whether or not sodium bicarbonate caused an overall improvement in health, we carried out a study involving 300 people aged ≥ 60 years with advanced chronic kidney disease and mild acidosis. Half received sodium bicarbonate capsules and half received dummy capsules (placebo), for up to 2 years. The treatments were chosen randomly by a computer and the participants, their doctors and the researchers were not aware of the treatment received until the end of the study. We measured physical function (walking speed, ability to stand from a chair, balance) alongside quality of life, kidney function, bone and blood vessel health, side effects and health service use over 2 years. We found that sodium bicarbonate did not improve physical function or quality of life compared with placebo. Sodium bicarbonate also did not improve kidney function, bone health or blood vessel health compared with placebo. More people in the sodium bicarbonate group than in the placebo group had side effects, although blood pressure was the same in both groups. Health-care costs were higher in the sodium bicarbonate group than in the placebo group. We conclude that oral sodium bicarbonate did not significantly improve health measures compared with placebo for older people (aged ≥ 60 years) with advanced chronic kidney disease associated with mild acidosis.


Subject(s)
Biomarkers/blood , Exercise , Quality of Life/psychology , Renal Insufficiency, Chronic/drug therapy , Sodium Bicarbonate/administration & dosage , Aged , Cost-Benefit Analysis , Double-Blind Method , Female , Humans , Male , United Kingdom
10.
PLoS Med ; 17(6): e1003149, 2020 06.
Article in English | MEDLINE | ID: mdl-32559194

ABSTRACT

BACKGROUND: Non-alcoholic fatty liver disease (NAFLD) is highly prevalent and causes serious health complications in individuals with and without type 2 diabetes (T2D). Early diagnosis of NAFLD is important, as this can help prevent irreversible damage to the liver and, ultimately, hepatocellular carcinomas. We sought to expand etiological understanding and develop a diagnostic tool for NAFLD using machine learning. METHODS AND FINDINGS: We utilized the baseline data from IMI DIRECT, a multicenter prospective cohort study of 3,029 European-ancestry adults recently diagnosed with T2D (n = 795) or at high risk of developing the disease (n = 2,234). Multi-omics (genetic, transcriptomic, proteomic, and metabolomic) and clinical (liver enzymes and other serological biomarkers, anthropometry, measures of beta-cell function, insulin sensitivity, and lifestyle) data comprised the key input variables. The models were trained on MRI-image-derived liver fat content (<5% or ≥5%) available for 1,514 participants. We applied LASSO (least absolute shrinkage and selection operator) to select features from the different layers of omics data and random forest analysis to develop the models. The prediction models included clinical and omics variables separately or in combination. A model including all omics and clinical variables yielded a cross-validated receiver operating characteristic area under the curve (ROCAUC) of 0.84 (95% CI 0.82, 0.86; p < 0.001), which compared with a ROCAUC of 0.82 (95% CI 0.81, 0.83; p < 0.001) for a model including 9 clinically accessible variables. The IMI DIRECT prediction models outperformed existing noninvasive NAFLD prediction tools. One limitation is that these analyses were performed in adults of European ancestry residing in northern Europe, and it is unknown how well these findings will translate to people of other ancestries and exposed to environmental risk factors that differ from those of the present cohort. Another key limitation of this study is that the prediction was done on a binary outcome of liver fat quantity (<5% or ≥5%) rather than a continuous one. CONCLUSIONS: In this study, we developed several models with different combinations of clinical and omics data and identified biological features that appear to be associated with liver fat accumulation. In general, the clinical variables showed better prediction ability than the complex omics variables. However, the combination of omics and clinical variables yielded the highest accuracy. We have incorporated the developed clinical models into a web interface (see: https://www.predictliverfat.org/) and made it available to the community. TRIAL REGISTRATION: ClinicalTrials.gov NCT03814915.


Subject(s)
Fatty Liver/etiology , Machine Learning , Diabetes Complications/etiology , Female , Humans , Male , Middle Aged , Models, Statistical , Prospective Studies , Reproducibility of Results , Risk Assessment
11.
ERJ Open Res ; 5(1)2019 Feb.
Article in English | MEDLINE | ID: mdl-30918898

ABSTRACT

BACKGROUND: Neutrophil elastase (NE) has been linked to lung neutrophil dysfunction in bronchiectasis and cystic fibrosis (CF), making NE inhibition a potential therapeutic target. NE inhibitor trials have given mixed result perhaps because not all patients have elevated airway NE activity. METHODS: We tested whether a single baseline sputum NE measurement or a combination of clinical parameters could enrich patient populations with elevated NE activity for "personalised medicine". Intra- and interindividual variations of total and active NE levels in induced sputum from patients with CF or bronchiectasis were monitored over 14 days. Patients with established CF and bronchiectasis (n=5 per group) were recruited. NE was measured using three different methods: one total and two active NE assays. Subsequently, we analysed the association between clinical parameters and NE from a large bronchiectasis cohort study (n=381). RESULTS: All three assays showed a high degree of day-to-day variability (0-233% over 14 days). There were strong correlations found between all assays (p<0.0001). Despite high day-to-day variability, patients could be stratified into "high" or "low" groups based on moderate cut-off levels. In the bronchiectasis cohort study, factors most associated with high sputum NE levels were: Pseudomonas aeruginosa infection (ß-estimate 11.5, 95% CI -6.0-29.0), sputum colour (ß-estimate 10.4, 95% CI 4.3-16.6), Medical Research Council dyspnoea score (ß-estimate 6.4, 95% CI 1.4-11.4) and exacerbation history (ß-estimate 3.4, 95% CI 1.4-5.3). Collectively, P. aeruginosa infection, sputum colour and exacerbation frequency provided the greatest specificity for "high" NE (98.7%, 95% CI 7.0-99.6%). CONCLUSION: These results show that patients with bronchiectasis and CF can be effectively divided into "high" or "low" groups, based on sputum NE assays or clinical inclusion criteria.

12.
Diabetologia ; 61(6): 1344-1353, 2018 06.
Article in English | MEDLINE | ID: mdl-29623345

ABSTRACT

AIMS/HYPOTHESIS: The aim of the study was to examine the association between lipoprotein-associated phospholipase A2 (Lp-PLA2) activity levels and incident diabetic retinopathy and change in retinopathy grade. METHODS: This was a cohort study of diabetic participants with serum collected at baseline and routinely collected diabetic retinal screening data. Participants with type 2 diabetes from the GoDARTS (Genetics of Diabetes Audit and Research in Tayside Scotland) cohort were used. This cohort is composed of individuals of white Scottish ancestry from the Tayside region of Scotland. Survival analysis accounting for informative censoring by modelling death as a competing risk was performed for the development of incident diabetic retinopathy from a disease-free state in a 3 year follow-up period (n = 1364) by stratified Lp-PLA2 activity levels (in quartiles). The same analysis was performed for transitions to more severe grades. RESULTS: The hazard of developing incident diabetic retinopathy was 2.08 times higher (95% CI 1.64, 2.63) for the highest quartile of Lp-PLA2 activity compared with the lowest. Higher Lp-PLA2 activity levels were associated with a significantly increased risk for transitions to all grades. The hazards of developing observable (or more severe) and referable (or more severe) retinopathy were 2.82 (95% CI 1.71, 4.65) and 1.87 (95% CI 1.26, 2.77) times higher for the highest quartile of Lp-PLA2 activity compared with the lowest, respectively. CONCLUSIONS/INTERPRETATION: Higher Lp-PLA2 levels are associated with increased risk of death and the development of incident diabetic retinopathy, as well as transitions to more severe grades of diabetic retinopathy. These associations are independent of calculated LDL-cholesterol and other traditional risk factors. Further, this biomarker study shows that the association is temporally sensitive to the proximity of the event to measurement of Lp-PLA2.


Subject(s)
1-Alkyl-2-acetylglycerophosphocholine Esterase/blood , Diabetes Mellitus, Type 2/blood , Diabetic Retinopathy/blood , Aged , Biomarkers/blood , Diabetes Mellitus, Type 2/complications , Diabetic Retinopathy/diagnosis , Disease Progression , Electronic Health Records , Female , Humans , Longitudinal Studies , Male , Microcirculation , Middle Aged , Risk Factors , Scotland , Treatment Outcome
13.
Am J Emerg Med ; 34(9): 1750-3, 2016 Sep.
Article in English | MEDLINE | ID: mdl-27364645

ABSTRACT

BACKGROUND AND PURPOSE OF THE STUDY: There is growing evidence to suggest the use of urinary 5-hydroxyindoleacetic acid (5-HIAA) test to help with the diagnosis of appendicitis. The aim of our study was to establish whether urinary 5-HIAA could be used as an effective diagnostic test for acute appendicitis. DESIGN AND METHODS: A prospective double-blinded study was carried out from December 2014 to October 2015. Patients admitted to the emergency surgical ward of a teaching hospital with suspected appendicitis were included in the study. The diagnostic accuracy of the test was measured by receiver operating characteristic curve. RESULTS: Ninety-seven patients were divided into 2 groups: acute appendicitis (n=38) and other diagnosis (n=59). The median value of urinary 5-HIAA was 24.19µmol/L (range, 5.39-138.27) for acute appendicitis vs 18.87µmol/L (range, 2.27-120.59) for other diagnosis group (P=.038). The sensitivity and specificity of urinary 5-HIAA at a cutoff value of 19µmol/L were 71% and 50%, respectively. Receiver operating characteristic analysis showed that the area under curve was 0.64 (confidence interval [CI], 0.513-0.737) for urinary 5-HIAA, which was lower than white blood cell count (0.69; CI, 0.574-0.797), neutrophil count (0.68; CI, 0.565-0.792), and C-reactive protein (0.76; CI, 0.657-0.857). There was no significant difference in the median values of 5-HIAA between different grades of severity of appendicitis (P=.704). CONCLUSION: Urinary 5-HIAA is not an ideal test for the diagnosis of acute appendicitis.


Subject(s)
Appendicitis/urine , Hydroxyindoleacetic Acid/urine , Abdominal Pain/diagnosis , Abdominal Pain/urine , Adult , Appendicitis/diagnosis , Area Under Curve , Case-Control Studies , Constipation/diagnosis , Constipation/urine , Double-Blind Method , Female , Gastroenteritis/diagnosis , Gastroenteritis/urine , Humans , Male , Ovarian Cysts/diagnosis , Ovarian Cysts/urine , Prospective Studies , ROC Curve , Renal Colic/diagnosis , Renal Colic/urine , Rupture, Spontaneous/diagnosis , Rupture, Spontaneous/urine , Sensitivity and Specificity , Urinary Tract Infections/diagnosis , Urinary Tract Infections/urine
14.
Int J Epidemiol ; 44(5): 1602-12, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26095374

ABSTRACT

BACKGROUND: Theoretical links between seasonal lack of sunlight, hypovitaminosis D and excess cardiovascular disease and death prompted our adding novel to conventional cohort analyses. METHODS: We tested three postulates on 13,224 Scottish Heart Health Extended Cohort participants, assayed for 25-hydroxyvitamin D (25OHD) and followed for 22 years. (i) Endpoints enumerated by month of occurrence mirror annual seasonal oscillation in 25OHD. (ii) Endpoint seasonality is increased in people with below median 25OHD. (iii) Low 25OHD predicts endpoints independently of major risk factors. RESULTS: Baseline median 25OHD level was 36.4 (other quartiles 26.7, 51.7) nmol/l. The March trough was half the August peak, both well after seasonal solstices. (i) There was no demonstrable monthly variation in First Cardiovascular Event (n = 3307). Peaks and troughs for All Death and Cardiovascular Death (n = 2987, 1350) were near the solstices, earlier than extremes of 25OHD. (ii) Endpoint variability showed no difference between those above and below median 25OHD. (iii) Cox model hazard ratios (HR), by decreasing 25OHD, increased modestly and nonspecifically for all endpoints examined, with no threshold, the gradients diminishing by ∼ : 60% following multiple adjustment. For Cardiovascular Disease, HR, by 20 (∼ SD) nmol/l decrease, =1.224 (1.175, 1.275) adjusted for age and sex; additionally adjusted for family history, deprivation index, smoking, systolic blood pressure, total and HDL cholesterol, =1.093 (1.048, 1.139); All Deaths = 1.238 (1.048, 1.139) and 1.098 (1.050, 1.149). 25OHD made no independent contribution to cardiovascular discrimination and reclassification. CONCLUSIONS: Our analyses challenge vitamin D's alleged role as major prime mover in cardiovascular disease and mortality.


Subject(s)
Cardiovascular Diseases/mortality , Seasons , Vitamin D Deficiency/epidemiology , Vitamin D/analogs & derivatives , Adult , Aged , Aged, 80 and over , Cohort Studies , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , Proportional Hazards Models , Risk Factors , Scotland/epidemiology , Vitamin D/blood
16.
Free Radic Biol Med ; 72: 232-7, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24742818

ABSTRACT

Inadequate intake of the recommended five-a-day fruit and vegetable portions might contribute to increased cardiovascular disease risk. We assessed the effects of dietary intake of a blackcurrant juice drink, rich in vitamin C and polyphenols, on oxidative stress and vascular function. This was a double-blind, placebo-controlled, parallel group study of 66 healthy adults who habitually consume <2 portions of fruit and vegetables per day. Participants were randomly allocated to consume 250ml of placebo (flavored water) or low or high blackcurrant juice drink four times a day for 6 weeks. Flow-mediated dilation (FMD) and plasma concentrations of F2-isoprostanes and vitamin C were measured. In the high blackcurrant juice drink group FMD increased significantly (5.8±3.1 to 6.9±3.1%, P=0.022) compared with the placebo group (6.0±2.2 to 5.1±2.4%). Plasma vitamin C concentration increased significantly in the low (38.6±17.6 to 49.4±21.0µmol/L, P<0.001) and high (34.6±20.4 to 73.8±23.3µmol/L, P<0.001) blackcurrant juice drink groups compared with the placebo group (38.1±21.0 to 29.0±17.6µmol/L). F2-isoprostane concentrations were significantly lower in the high blackcurrant juice drink group (225±64pg/ml) compared with the low blackcurrant juice drink (257±69pg/ml, P=0.002) and placebo group (254±59pg/ml, P=0.003). At follow-up, changes in plasma vitamin C correlated significantly with changes in FMD (r=0.308, P=0.044). Consumption of blackcurrant juice drink high in vitamin C and polyphenols can decrease oxidative stress and improve vascular health in individuals with habitually low dietary fruit and vegetable intake.


Subject(s)
Antioxidants/pharmacology , Beverages , Diet Therapy/methods , Endothelium, Vascular/drug effects , Oxidative Stress/drug effects , Ribes , Ascorbic Acid/blood , Double-Blind Method , Endothelium, Vascular/physiology , Female , Humans , Isoprostanes/blood , Male , Middle Aged , Polyphenols/pharmacology , Vasodilation/drug effects , Vasodilation/physiology
17.
Atherosclerosis ; 230(2): 293-9, 2013 Oct.
Article in English | MEDLINE | ID: mdl-24075759

ABSTRACT

OBJECTIVE: Low vitamin D levels and risk factors for vascular disease are both common in South Asian women. This trial evaluated whether vitamin D supplementation could improve markers of vascular health in South Asian women with low 25-hydroxyvitamin D levels. METHODS: Parallel-group, double-blind, randomised placebo-controlled trial. Healthy South Asian women with baseline serum 25-hydroxyvitamin D levels of <75 nmol/L were randomised to receive a single dose of 100,000 units oral vitamin D3 or matching placebo. Outcomes were measured at baseline, 4 and 8 weeks. The primary outcome was change in endothelial function measured using brachial artery flow-mediated dilatation. Secondary outcomes included blood pressure, arterial stiffness, microvascular function measured using laser Doppler iontophoresis, insulin resistance, serum lipids, circulating markers of inflammation, thrombosis and adipokines. RESULTS: 50 women were randomised, 25 to each group. Mean age was 41 years; mean baseline 25-hydroxyvitamin D level was 27 nmol/L. 25-Hydroxyvitamin D levels rose in the vitamin D group relative to the placebo group by 4 weeks (16 nmol/L, 95% CI 11 to 21, p < 0.001). There was no improvement in flow-mediated dilatation in the vitamin D group relative to placebo at 4 weeks (0.1%, 95% CI -0.9 to 1.1, p = 0.84) or 8 weeks (0.0%, 95% CI -1.4 to 1.4, p = 0.98). There was no improvement in cholesterol, insulin resistance or markers of inflammation. Both platelet activation inhibitor-1 and tissue plasminogen activator levels fell significantly in the vitamin D group relative to placebo at 8 weeks. CONCLUSION: A single large dose of vitamin D3 did not improve blood pressure or endothelial function in South Asian women with low baseline 25-hydroxyvitamin D levels. TRIAL REGISTRATION: ISRCTN75081811.


Subject(s)
Dietary Supplements , Vitamin D Deficiency/blood , Vitamin D Deficiency/ethnology , Vitamin D/analogs & derivatives , Adult , Asia/ethnology , Blood Pressure/drug effects , Cholesterol/blood , Double-Blind Method , Endothelium, Vascular/drug effects , Endothelium, Vascular/pathology , Female , Humans , Inflammation/pathology , Inflammation/prevention & control , Insulin Resistance , Middle Aged , Plasminogen Activator Inhibitor 1/blood , Thrombosis/ethnology , Thrombosis/pathology , Time Factors , Tissue Plasminogen Activator/blood , United Kingdom/epidemiology , Vascular Diseases/blood , Vascular Diseases/ethnology , Vascular Stiffness , Vitamin D/therapeutic use
18.
Clin Sci (Lond) ; 123(5): 307-12, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22439818

ABSTRACT

BNP (B-type natriuretic peptide) has been reported to be elevated in preclinical states of vascular damage. To elucidate the relationship between plasma BNP and endothelial function, we have investigated the relationship between BNP and endothelial function in a cohort of subjects comprising healthy subjects as well as at-risk subjects with cardiovascular risk factors. To also clarify the relative contribution of different biological pathways to the individual variation in endothelial function, we have examined the relationship between a panel of multiple biomarkers and endothelial function. A total of 70 subjects were studied (mean age, 58.1±4.6 years; 27% had a history of hypertension and 18% had a history of hypercholesterolaemia). Endothelium-dependent vasodilatation was evaluated by the invasive ACH (acetylcholine)-induced forearm vasodilatation technique. A panel of biomarkers of biological pathways was measured: BNP, haemostatic factors PAI-1 (plasminogen-activator inhibitor 1) and tPA (tissue plasminogen activator), inflammatory markers, including cytokines [hs-CRP (high sensitive C-reactive protein), IL (interleukin)-6, IL-8, IL-18, TNFα (tumour necrosis factor α) and MPO (myeloperoxidase] and soluble adhesion molecules [E-selectin and sCD40 (soluble CD40)]. The median BNP level in the study population was 26.9 pg/ml. Multivariate regression analyses show that age, the total cholesterol/HDL (high-density lipoprotein) ratio, glucose and BNP were independent predictors of endothelial function, and BNP remained an independent predictor (P=0.009) in a binary logistic regression analysis using FBF (forearm blood flow) as a dichotomous variable based on the median value. None of the other plasma biomarkers was independently related to ACH-mediated vasodilatation. In a strategy using several biomarkers to relate to endothelial function, plasma BNP was found to be an independent predictor of endothelial function as assessed by endothelium-dependent vasodilatation in response to ACH.


Subject(s)
Brachial Artery/physiology , Endothelium, Vascular/physiology , Natriuretic Peptide, Brain/blood , Vasodilation , Biomarkers/blood , Cardiovascular Diseases/blood , Cardiovascular Diseases/etiology , Cohort Studies , Female , Humans , Linear Models , Logistic Models , Male , Middle Aged , Multivariate Analysis , Risk Factors
20.
Arch Pediatr Adolesc Med ; 164(9): 817-23, 2010 Sep.
Article in English | MEDLINE | ID: mdl-20819963

ABSTRACT

OBJECTIVE: To evaluate the biochemical and vascular aspects of pediatric chronic fatigue syndrome/myalgic encephalomyelitis (CFS/ME). DESIGN: Cross-sectional clinical study. SETTING: Tayside, Scotland, United Kingdom. PARTICIPANTS: Twenty-five children with CFS/ME and 23 healthy children recruited from throughout the United Kingdom. INTERVENTIONS: Participants underwent a full clinical examination to establish a diagnosis of CFS/ME and were asked to describe and score their CFS/ME symptoms. Biochemical markers were measured. Arterial wave reflection was estimated to assess systemic arterial stiffness. MAIN OUTCOME MEASURES: Markers of oxidative stress and free radicals, C-reactive protein level, white blood cell apoptosis, and arterial wave reflection. RESULTS: Children with CFS/ME had increased oxidative stress compared with control individuals (isoprostanes: 252.30 vs 215.60 pg/mL, P = .007; vitamin C, mean [SD]: 0.84 [0.26] vs 1.15 [0.28] mg/dL, P < .001; vitamin E, 8.72 [2.39] vs 10.94 [3.46] microg/mL, P = .01) and increased white blood cell apoptosis (neutrophils: 53.7% vs 35.7%, P = .005; lymphocytes: 40.1% vs 24.6%, P = .009). Arterial stiffness variables did not differ significantly between groups (mean augmentation index, -0.57% vs -0.47%, P = .09); however, the derived variables significantly correlated with total (r = 0.543, P = .02) and low-density lipoprotein (r = 0.631, P = .004) cholesterol in patients with CFS/ME but not in controls. CONCLUSIONS: Biomedical anomalies seen in adults with CFS/ME-increased oxidative stress and increased white blood cell apoptosis-can also be observed in children with clinically diagnosed CFS/ME compared with matched controls. Unlike in their adult counterparts, however, arterial stiffness remained within the reference range in these pediatric patients.


Subject(s)
Fatigue Syndrome, Chronic/physiopathology , Adolescent , Antioxidants/analysis , Apoptosis/physiology , Arteries/physiopathology , C-Reactive Protein/analysis , Child , Cross-Sectional Studies , Elasticity , Fatigue Syndrome, Chronic/blood , Female , Free Radicals/metabolism , Hemodynamics , Hemorheology , Humans , Isoprostanes/blood , Male , Oxidative Stress
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