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2.
J Pak Med Assoc ; 74(4): 656-660, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38751257

ABSTRACT

Objectives: To ascertain the significance of serum ferritin and De Ritis ratio as diagnostic markers in patients of nonalcoholic fatty liver disease with and without type 2 diabetes mellitus. METHODS: The comparative cross-sectional study was conducted from February to October 2022 at the Radiology Department of Combined Military Hospital, Rawalpindi, Pakistan, and comprised individuals aged 30-65 who were divided into 3 groups. Healthy controls formed group I, non-alcoholic fatty liver disease patients without type 2 diabetes mellitus formed group II and non-alcoholic fatty liver disease patients with type 2 diabetes mellitus were in group III. Blood 5ml was withdrawn and assessed for alkaline phosphatase, aspartate transaminase, alanine transaminase and ferritin. De Ritis ratio was calculated and subjected to intergroup comparison. Data was analysed using SPSS 22. RESULTS: Of the 210 subjects, 110(52.4%) were males and 100(47.6%) were females, with 70(33.3%) in each of the three groups. Group I had 38(54.3%) females and 32(45.7%) males with mean age 37.50±4.513. In group II, there were 27(38.6%) females and 43(61.4%) males with mean age 45.86±9.646, while in group III there were 35(50%) females and 35(50%) males with mean age 54.01±9.243 years. Serum ferritin levels were significantly increased in patient groups II and III compared to control group I (p<0.05). De Ritis ratio was markedly raised in groups II and III compared to group I (p<0.05). Ferritin was significantly correlated to age, weight, height, fasting blood glucose, haemoglobin, alkaline phosphatase, aspartate aminotransferase, alanine transaminase and bilirubin (p<0.05). De Ritis ratio had a significant correlation with body mass index and fasting blood glucose (p<0.05). CONCLUSIONS: Serum ferritin and De Ritis ratio were found to be useful diagnostic indicators for non-alcoholic fatty liver disease, highlighting their importance in improving disease screening.


Subject(s)
Alanine Transaminase , Aspartate Aminotransferases , Biomarkers , Diabetes Mellitus, Type 2 , Ferritins , Non-alcoholic Fatty Liver Disease , Humans , Ferritins/blood , Male , Non-alcoholic Fatty Liver Disease/blood , Non-alcoholic Fatty Liver Disease/diagnosis , Female , Middle Aged , Adult , Cross-Sectional Studies , Biomarkers/blood , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/diagnosis , Alanine Transaminase/blood , Aspartate Aminotransferases/blood , Case-Control Studies , Alkaline Phosphatase/blood , Aged , Pakistan/epidemiology
3.
Endocrinol Diabetes Metab ; 7(3): e00484, 2024 May.
Article in English | MEDLINE | ID: mdl-38739122

ABSTRACT

OBJECTIVE: This study investigates the metabolic differences between normal, prediabetic and diabetic patients with good and poor glycaemic control (GGC and PGC). DESIGN: In this study, 1102 individuals were included, and 50 metabolites were analysed using tandem mass spectrometry. The diabetes diagnosis and treatment standards of the American Diabetes Association (ADA) were used to classify patients. METHODS: The nearest neighbour method was used to match controls and cases in each group on the basis of age, sex and BMI. Factor analysis was used to reduce the number of variables and find influential underlying factors. Finally, Pearson's correlation coefficient was used to check the correlation between both glucose and HbAc1 as independent factors with binary classes. RESULTS: Amino acids such as glycine, serine and proline, and acylcarnitines (AcylCs) such as C16 and C18 showed significant differences between the prediabetes and normal groups. Additionally, several metabolites, including C0, C5, C8 and C16, showed significant differences between the diabetes and normal groups. Moreover, the study found that several metabolites significantly differed between the GGC and PGC diabetes groups, such as C2, C6, C10, C16 and C18. The correlation analysis revealed that glucose and HbA1c levels significantly correlated with several metabolites, including glycine, serine and C16, in both the prediabetes and diabetes groups. Additionally, the correlation analysis showed that HbA1c significantly correlated with several metabolites, such as C2, C5 and C18, in the controlled and uncontrolled diabetes groups. CONCLUSIONS: These findings could help identify new biomarkers or underlying markers for the early detection and management of diabetes.


Subject(s)
Carnitine/analogs & derivatives , Metabolomics , Prediabetic State , Tandem Mass Spectrometry , Humans , Prediabetic State/diagnosis , Prediabetic State/metabolism , Metabolomics/methods , Male , Tandem Mass Spectrometry/methods , Female , Middle Aged , Adult , Glycated Hemoglobin/metabolism , Glycated Hemoglobin/analysis , Blood Glucose/metabolism , Diabetes Mellitus/metabolism , Diabetes Mellitus/blood , Diabetes Mellitus/diagnosis , Aged , Biomarkers/blood , Diabetes Mellitus, Type 2/metabolism , Diabetes Mellitus, Type 2/diagnosis , Metabolome , Glycemic Control
4.
Cardiovasc Diabetol ; 23(1): 165, 2024 May 10.
Article in English | MEDLINE | ID: mdl-38730445

ABSTRACT

OBJECTIVE: To investigate the contributions of low-grade inflammation measured by C-reactive protein (CRP), hyperglycaemia, and type 2 diabetes to risk of ischemic heart disease (IHD) and cardiovascular disease (CVD) death in the general population, and whether hyperglycaemia and high CRP are causally related. RESEARCH DESIGN AND METHODS: Observational and bidirectional, one-sample Mendelian randomization (MR) analyses in 112,815 individuals from the Copenhagen General Population Study and the Copenhagen City Heart Study, and bidirectional, two-sample MR with summary level data from two publicly available consortia, CHARGE and MAGIC. RESULTS: Observationally, higher plasma CRP was associated with stepwise higher risk of IHD and CVD death, with hazard ratios and 95% confidence intervals (95%CI) of 1.50 (1.38, 1.62) and 2.44 (1.93, 3.10) in individuals with the 20% highest CRP concentrations. The corresponding hazard ratios for elevated plasma glucose were 1.10 (1.02, 1.18) and 1.22 (1.01, 1.49), respectively. Cumulative incidences of IHD and CVD death were 365% and 592% higher, respectively, in individuals with both type 2 diabetes and plasma CRP ≥ 2 mg/L compared to individuals without either. Plasma CRP and glucose were observationally associated (ß-coefficient: 0.02 (0.02, 0.03), p = 3 × 10- 20); however, one- and two-sample MR did not support a causal effect of CRP on glucose (-0.04 (-0.12, 0.32) and - 0.03 (-0.13, 0.06)), nor of glucose on CRP (-0.01 (-0.08, 0.07) and - 0.00 (-0.14, 0.13)). CONCLUSIONS: Elevated concentrations of plasma CRP and glucose are predictors of IHD and CVD death in the general population. We found no genetic association between CRP and glucose, or vice versa, suggesting that lowering glucose pharmacologically does not have a direct effect on low-grade inflammation.


Subject(s)
Biomarkers , Blood Glucose , C-Reactive Protein , Cardiovascular Diseases , Diabetes Mellitus, Type 2 , Heart Disease Risk Factors , Hyperglycemia , Mendelian Randomization Analysis , Humans , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/mortality , Diabetes Mellitus, Type 2/epidemiology , Diabetes Mellitus, Type 2/genetics , C-Reactive Protein/analysis , C-Reactive Protein/metabolism , Biomarkers/blood , Hyperglycemia/blood , Hyperglycemia/epidemiology , Hyperglycemia/diagnosis , Hyperglycemia/mortality , Hyperglycemia/genetics , Risk Assessment , Blood Glucose/metabolism , Male , Denmark/epidemiology , Cardiovascular Diseases/mortality , Cardiovascular Diseases/genetics , Cardiovascular Diseases/diagnosis , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/blood , Female , Middle Aged , Incidence , Up-Regulation , Myocardial Ischemia/blood , Myocardial Ischemia/genetics , Myocardial Ischemia/epidemiology , Myocardial Ischemia/diagnosis , Myocardial Ischemia/mortality , Aged , Prognosis , Inflammation Mediators/blood , Genetic Predisposition to Disease , Risk Factors
5.
Sci Rep ; 14(1): 10901, 2024 05 13.
Article in English | MEDLINE | ID: mdl-38740846

ABSTRACT

To investigate the screening and predicting functions of obesity- and lipid-related indices for type 2 diabetes (T2D) in middle-aged and elderly Chinese, as well as the ideal predicted cut-off value. This study's data comes from the 2011 China Health and Retirement Longitudinal Study (CHARLS). A cross-sectional study design was used to investigate the relationship of T2D and 13 obesity- and lipid-related indices, including body mass index (BMI), waist circumference (WC), waist-height ratio (WHtR), visceral adiposity index (VAI), a body shape index (ABSI), body roundness index (BRI), lipid accumulation product (LAP), conicity index (CI), Chinese visceral adiposity index (CVAI), triglyceride- glucose index (TyG index) and its correlation index (TyG-BMI, TyG-WC, TyG-WHtR). The unadjusted and adjusted correlations between 13 indices and T2D were assessed using binary logistic regression analysis. The receiver operating characteristic curve (ROC) was used to determine the usefulness of anthropometric indices for screening for T2D and determining their cut­off value, sensitivity, specificity, and area under the curve (AUC). The study comprised 9488 people aged 45 years or above in total, of whom 4354 (45.89%) were males and 5134 (54.11%) were females. Among them were 716 male cases of T2D (16.44%) and 870 female cases of T2D (16.95%). A total of 13 obesity- and lipid-related indices were independently associated with T2D risk after adjusted for confounding factors (P < 0.05). According to ROC analysis, the TyG index was the best predictor of T2D among males (AUC = 0.780, 95% CI 0.761, 0.799) and females (AUC = 0.782, 95% CI 0.764, 0.799). The AUC values of the 13 indicators were higher than 0.5, indicating that they have predictive values for T2D in middle-aged and elderly Chinese. The 13 obesity- and lipid-related indices can predict the risk of T2D in middle­aged and elderly Chinese. Among 13 indicators, the TyG index is the best predictor of T2D in both males and females. TyG-WC, TyG-BMI, TyG-WHtR, LAP, and CVAI all outperformed BMI, WC, and WHtR in predicting T2D.


Subject(s)
Body Mass Index , Diabetes Mellitus, Type 2 , Obesity , Humans , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/diagnosis , Male , Female , Middle Aged , Aged , Obesity/blood , Obesity/diagnosis , China/epidemiology , Cross-Sectional Studies , Waist Circumference , ROC Curve , Lipids/blood , Longitudinal Studies , Risk Factors , East Asian People
6.
Croat Med J ; 65(2): 85-92, 2024 Apr 30.
Article in English | MEDLINE | ID: mdl-38706234

ABSTRACT

AIM: To identify diabetic patients with a potential risk of developing diabetic peripheral neuropathy (DPN) in community pharmacies in Slovakia using a modified Michigan Neuropathy Screening Instrument questionnaire (MNSIq-12). METHODS: This cross-sectional study enrolled 703 patients with type 1 and type 2 diabetes mellitus who had not been diagnosed with DPN. The study took place in selected community pharmacies across Slovakia in October 2019. The MNSIq-12 was administered by pharmacy students, and a Michigan score <1.5 was considered risky. The groups divided based on the Michigan score were compared in terms of duration of diabetes, age, body mass index (BMI), sex, weekly physical activity, level of education, and smoking. RESULTS: The risk of developing DPN was detected in 6.6% of respondents with type 1 diabetes and 13.4% with type 2 diabetes. Patients with both types of diabetes (38.2%; 67.0%) reported fatigue and heaviness in the legs as the most common clinical symptoms that may indicate the development of DPN. Those with a Michigan score <1.5 were older (P<0.0001), had a higher BMI (P<0.0001), a lower level of education (P=0.0020), and were less physically active (P<0.0001). Conclusion Approximately one-eighth of patients with diabetes who visited community pharmacies were potentially at risk for developing DPN. The modified MNSIq-12 was shown to be a simple, time-effective, and non-invasive indicative screening tool that can be applied in the environment of community pharmacies.


Subject(s)
Diabetes Mellitus, Type 2 , Diabetic Neuropathies , Humans , Slovakia/epidemiology , Male , Female , Cross-Sectional Studies , Middle Aged , Diabetic Neuropathies/diagnosis , Diabetic Neuropathies/epidemiology , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/epidemiology , Adult , Surveys and Questionnaires , Mass Screening/methods , Pharmacies/statistics & numerical data , Diabetes Mellitus, Type 1/diagnosis , Diabetes Mellitus, Type 1/complications , Diabetes Mellitus, Type 1/epidemiology , Aged , Risk Factors , Body Mass Index
7.
Age Ageing ; 53(5)2024 May 01.
Article in English | MEDLINE | ID: mdl-38706394

ABSTRACT

BACKGROUND: The updated European Working Group on Sarcopenia in Older People (EWGSOP2) recommends handgrip strength (HGS) and the chair stand test (CST) to assess muscle strength, with the CST being a convenient proxy for lower limb strength. However, adiposity may differentially influence these strength criteria and produce discrepant sarcopenia prevalence. OBJECTIVE: To determine the prevalence of sarcopenia using HGS or the CST, and to investigate the associations between these strength criteria and adiposity in adults with type 2 diabetes mellitus. METHODS: The EWGSOP2 definition was used to assess the prevalence of probable (low muscle strength), confirmed (plus low muscle mass) and severe (plus poor physical performance) sarcopenia. Linear regression models were used to study the association between different measures of muscle strength and adiposity. RESULTS: We used data from 732 adults with type 2 diabetes mellitus (35.7% female, aged 64 ± 8 years, body mass index 30.7 ± 5.0 kg/m2). Using the CST compared with HGS produced a higher prevalence of probable (31.7% vs. 7.1%), confirmed (5.6% vs. 1.6%) and severe (1.0% vs. 0.3%) sarcopenia, with poor agreement between strength criteria to identify probable sarcopenia. CST performance, but not HGS, was significantly associated with all measures of adiposity in unadjusted and adjusted models. CONCLUSIONS: Higher levels of adiposity may impact CST performance, but not HGS, resulting in a higher prevalence of sarcopenia in adults with type 2 diabetes mellitus. Consideration should be paid to the most appropriate measure of muscle function in this population.


Subject(s)
Adiposity , Diabetes Mellitus, Type 2 , Hand Strength , Sarcopenia , Humans , Sarcopenia/epidemiology , Sarcopenia/physiopathology , Sarcopenia/diagnosis , Female , Diabetes Mellitus, Type 2/epidemiology , Diabetes Mellitus, Type 2/physiopathology , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/complications , Male , Aged , Prevalence , Middle Aged , Cross-Sectional Studies , Geriatric Assessment/methods , Predictive Value of Tests , Age Factors , Linear Models
8.
J Am Heart Assoc ; 13(9): e033610, 2024 May 07.
Article in English | MEDLINE | ID: mdl-38700033

ABSTRACT

BACKGROUND: Overweight and obesity represent critical modifiable determinants in the prevention of cardiometabolic disease (CMD). However, the long-term impact of prior overweight/obesity on the risk of CMD in later life remains unclear. We aimed to investigate the association between longitudinal transition of body mass index (BMI) status and incident CMD. METHODS AND RESULTS: This prospective cohort study included 57 493 CMD-free Chinese adults from the Kailuan Study. BMI change patterns were categorized according to the BMI measurements obtained during the 2006 and 2012 surveys. The primary end point was a composite of myocardial infarction, stroke, and type 2 diabetes. Cox regression models were used to evaluate the associations of transitions in BMI with overall CMD events and subtypes, with covariates selected on the basis of the directed acyclic graph. During a median follow-up of 7.62 years, 8412 participants developed CMD. After considering potential confounders, weight gain pattern (hazard ratio [HR], 1.34 [95% CI, 1.23-1.46]), stable overweight/obesity (HR, 2.12 [95% CI, 2.00-2.24]), and past overweight/obesity (HR, 1.73 [95% CI, 1.59-1.89]) were associated with the incidence of CMD. Similar results were observed in cardiometabolic multimorbidity, cardiovascular disease, and type 2 diabetes. Additionally, triglyceride and systolic blood pressure explained 8.05% (95% CI, 5.87-10.22) and 12.10% (95% CI, 9.19-15.02) of the association between past overweight/obesity and incident CMD, respectively. CONCLUSIONS: A history of overweight/obesity was associated with an increased risk of CMD, even in the absence of current BMI abnormalities. These findings emphasize the necessity for future public health guidelines to include preventive interventions for CMD in individuals with past overweight/obesity.


Subject(s)
Body Mass Index , Obesity , Overweight , Humans , Male , China/epidemiology , Female , Middle Aged , Prospective Studies , Obesity/epidemiology , Adult , Incidence , Overweight/epidemiology , Risk Assessment , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/prevention & control , Diabetes Mellitus, Type 2/epidemiology , Diabetes Mellitus, Type 2/diagnosis , Risk Factors , Cardiometabolic Risk Factors
9.
Cardiovasc Diabetol ; 23(1): 153, 2024 May 03.
Article in English | MEDLINE | ID: mdl-38702769

ABSTRACT

BACKGROUND: Type 2 Diabetes Mellitus (T2DM) presents a significant healthcare challenge, with considerable economic ramifications. While blood glucose management and long-term metabolic target setting for home care and outpatient treatment follow established procedures, the approach for short-term targets during hospitalization varies due to a lack of clinical consensus. Our study aims to elucidate the impact of pre-hospitalization and intra-hospitalization glycemic indexes on in-hospital survival rates in individuals with T2DM, addressing this notable gap in the current literature. METHODS: In this pilot study involving 120 hospitalized diabetic patients, we used advanced machine learning and classical statistical methods to identify variables for predicting hospitalization outcomes. We first developed a 30-day mortality risk classifier leveraging AdaBoost-FAS, a state-of-the-art ensemble machine learning method for tabular data. We then analyzed the feature relevance to identify the key predictive variables among the glycemic and routine clinical variables the model bases its predictions on. Next, we conducted detailed statistical analyses to shed light on the relationship between such variables and mortality risk. Finally, based on such analyses, we introduced a novel index, the ratio of intra-hospital glycemic variability to pre-hospitalization glycemic mean, to better characterize and stratify the diabetic population. RESULTS: Our findings underscore the importance of personalized approaches to glycemic management during hospitalization. The introduced index, alongside advanced predictive modeling, provides valuable insights for optimizing patient care. In particular, together with in-hospital glycemic variability, it is able to discriminate between patients with higher and lower mortality rates, highlighting the importance of tightly controlling not only pre-hospital but also in-hospital glycemic levels. CONCLUSIONS: Despite the pilot nature and modest sample size, this study marks the beginning of exploration into personalized glycemic control for hospitalized patients with T2DM. Pre-hospital blood glucose levels and related variables derived from it can serve as biomarkers for all-cause mortality during hospitalization.


Subject(s)
Biomarkers , Blood Glucose , Diabetes Mellitus, Type 2 , Hospital Mortality , Machine Learning , Predictive Value of Tests , Humans , Pilot Projects , Blood Glucose/metabolism , Diabetes Mellitus, Type 2/mortality , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/diagnosis , Biomarkers/blood , Male , Aged , Female , Middle Aged , Risk Assessment , Risk Factors , Time Factors , Cause of Death , Prognosis , Glycemic Control/mortality , Hospitalization
10.
Diab Vasc Dis Res ; 21(3): 14791641241239618, 2024.
Article in English | MEDLINE | ID: mdl-38788329

ABSTRACT

Background: The extent to which physical activity and psychological factors may affect the risk of diabetes mellitus among lean individuals remains unclear.Purpose: This study aimed to investigate the associations of total physical activity (TPA) and psychological factors with lean type 2 diabetes mellitus (T2DM) risk.Research Design: A prospective cohort study.Study Sample: The study population included 1,945 Korean adults who maintained a body mass index <23 kg/m2.Data Collection and Analysis: Baseline data on TPA and psychological factors were collected and T2DM incidence was assessed for 10 years. For analysis, a multivariable Cox proportional hazards regression model was used.Results: TPA was inversely associated with T2DM risk and this association was more pronounced in participants who were depressed or distressed; the top TPA quartile exhibited significant reductions in T2DM risk of 66% (95% confidence interval [CI]: 0.15, 0.78) and 65% (95% CI: 0.14, 0.88) among participants who reported depressed mood and those who perceived high distress, respectively, compared with the bottom TPA quartile.Conclusions: The current study demonstrated the preventive effects of physical activity on T2DM in lean adults through its interaction with psychological factors.


Subject(s)
Depression , Diabetes Mellitus, Type 2 , Exercise , Protective Factors , Humans , Diabetes Mellitus, Type 2/epidemiology , Diabetes Mellitus, Type 2/psychology , Diabetes Mellitus, Type 2/diagnosis , Male , Female , Prospective Studies , Middle Aged , Risk Factors , Incidence , Republic of Korea/epidemiology , Adult , Depression/epidemiology , Depression/psychology , Depression/diagnosis , Risk Assessment , Time Factors , Risk Reduction Behavior , Thinness/psychology , Thinness/epidemiology , Thinness/diagnosis , Thinness/physiopathology , Stress, Psychological/epidemiology , Stress, Psychological/psychology , Aged , Mental Health , Body Mass Index , Seoul/epidemiology , Psychological Distress , Affect
11.
Lab Chip ; 24(11): 2906-2919, 2024 May 28.
Article in English | MEDLINE | ID: mdl-38721867

ABSTRACT

Type 2 diabetes mellitus (T2DM) is a prevalent and debilitating disease with numerous health risks, including cardiovascular diseases, kidney dysfunction, and nerve damage. One important aspect of T2DM is its association with the abnormal morphology of red blood cells (RBCs), which leads to increased blood viscosity and impaired blood flow. Therefore, evaluating the mechanical properties of RBCs is crucial for understanding the role of T2DM in cellular deformability. This provides valuable insights into disease progression and potential diagnostic applications. In this study, we developed an open micro-electro-fluidic (OMEF) biochip technology based on dielectrophoresis (DEP) to assess the deformability of RBCs in T2DM. The biochip facilitates high-throughput single-cell RBC stretching experiments, enabling quantitative measurements of the cell size, strain, stretch factor, and post-stretching relaxation time. Our results confirm the significant impact of T2DM on the deformability of RBCs. Compared to their healthy counterparts, diabetic RBCs exhibit ∼27% increased size and ∼29% reduced stretch factor, suggesting potential biomarkers for monitoring T2DM. The observed dynamic behaviors emphasize the contrast between the mechanical characteristics, where healthy RBCs demonstrate notable elasticity and diabetic RBCs exhibit plastic behavior. These differences highlight the significance of mechanical characteristics in understanding the implications for RBCs in T2DM. With its ∼90% sensitivity and rapid readout (ultimately within a few minutes), the OMEF biochip holds potential as an effective point-of-care diagnostic tool for evaluating the deformability of RBCs in individuals with T2DM and tracking disease progression.


Subject(s)
Diabetes Mellitus, Type 2 , Erythrocyte Deformability , Erythrocytes , Humans , Diabetes Mellitus, Type 2/diagnosis , Erythrocytes/cytology , Erythrocytes/pathology , Lab-On-A-Chip Devices , Electrophoresis/instrumentation , Microfluidic Analytical Techniques/instrumentation , Equipment Design
12.
BMC Cardiovasc Disord ; 24(1): 251, 2024 May 14.
Article in English | MEDLINE | ID: mdl-38745157

ABSTRACT

BACKGROUND: Lp-PLA2 is linked to cardiovascular diseases and poor outcomes, especially in diabetes, as it functions as a pro-inflammatory and oxidative mediator. OBJECTIVES: This research aimed to explore if there is a connection between the serum levels of Lp-PLA2 and the progression of coronary plaques (PP) in individuals with type 2 diabetes mellitus (T2DM) and those without the condition. MATERIALS AND METHODS: Serum Lp-PLA2 levels were measured in 137 T2DM patients with PP and 137 T2DM patients with no PP, and in 205 non-diabetic patients with PP and 205 non-diabetic patients with no PP. These individuals met the criteria for eligibility and underwent quantitative coronary angiography at the outset and again after about one year of follow-up. The attributes and parameters of the participants at the outset were recorded. RESULTS: Increased serum levels of Lp-PLA2 were closely associated with coronary artery PP, and also significantly correlated with change of MLD, change of diameter stenosis and change of cumulative coronary obstruction in both diabetic and non-diabetic groups, with higher correlation coefficients in diabetic patients as compared with non-diabetic patients. Moreover, multivariate logistic regression analysis showed that serum Lp-PLA2 level was an independent determinant of PP in both groups, with OR values more significant in diabetic patients than in non-diabetic patients. CONCLUSIONS: Levels of serum Lp-PLA2 show a significant association with the progression of coronary atherosclerotic plaque in patients with T2DM and those without, especially among individuals with diabetes.


Subject(s)
1-Alkyl-2-acetylglycerophosphocholine Esterase , Biomarkers , Coronary Angiography , Coronary Artery Disease , Diabetes Mellitus, Type 2 , Disease Progression , Plaque, Atherosclerotic , Humans , Male , 1-Alkyl-2-acetylglycerophosphocholine Esterase/blood , Female , Middle Aged , Plaque, Atherosclerotic/blood , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/complications , Coronary Artery Disease/blood , Coronary Artery Disease/diagnostic imaging , Biomarkers/blood , Aged , Time Factors , Up-Regulation , Case-Control Studies , Risk Factors , Coronary Stenosis/blood , Coronary Stenosis/diagnostic imaging , Prognosis
13.
Cardiovasc Diabetol ; 23(1): 184, 2024 May 29.
Article in English | MEDLINE | ID: mdl-38811998

ABSTRACT

BACKGROUND: Use of sodium-glucose-cotransporter-2 (SGLT2) inhibitors often causes an initial decline in glomerular filtration rate (GFR). This study addresses the question whether the initial decline of renal function with SGLT2 inhibitor treatment is related to vascular changes in the systemic circulation. METHODS: We measured GFR (mGFR) and estimated GFR (eGFR) in 65 patients with type 2 diabetes (T2D) at baseline and after 12 weeks of treatment randomized either to a combination of empagliflozin and linagliptin (SGLT2 inhibitor based treatment group) (n = 34) or metformin and insulin (non-SGLT2 inhibitor based treatment group) (n = 31). mGFR was measured using the gold standard clearance technique by constant infusion of inulin. In addition to blood pressure (BP), we measured pulse wave velocity (PWV) under standardized conditions reflecting vascular compliance of large arteries, as PWV is considered to be one of the most reliable vascular parameter of cardiovascular (CV) prognosis. RESULTS: Both mGFR and eGFR decreased significantly after initiating treatment, but no correlation was found between change in mGFR and change in eGFR in either treatment group (SGLT2 inhibitor based treatment group: r=-0.148, p = 0.404; non-SGLT2 inhibitor based treatment group: r = 0.138, p = 0.460). Noticeably, change in mGFR correlated with change in PWV (r = 0.476, p = 0.005) in the SGLT2 inhibitor based treatment group only and remained significant after adjustment for the change in systolic BP and the change in heart rate (r = 0.422, p = 0.018). No such correlation was observed between the change in eGFR and the change in PWV in either treatment group. CONCLUSIONS: Our main finding is that after initiating a SGLT2 inhibitor based therapy an exaggerated decline in mGFR was related with improved vascular compliance of large arteries reflecting the pharmacologic effects of SGLT2 inhibitor in the renal and systemic vascular bed. Second, in a single patient with T2D, eGFR may not be an appropriate parameter to assess the true change of renal function after receiving SGLT2 inhibitor based therapy. TRIAL REGISTRATION: clinicaltrials.gov (NCT02752113).


Subject(s)
Benzhydryl Compounds , Diabetes Mellitus, Type 2 , Glomerular Filtration Rate , Glucosides , Kidney , Linagliptin , Pulse Wave Analysis , Sodium-Glucose Transporter 2 Inhibitors , Humans , Sodium-Glucose Transporter 2 Inhibitors/therapeutic use , Sodium-Glucose Transporter 2 Inhibitors/adverse effects , Glomerular Filtration Rate/drug effects , Male , Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/physiopathology , Diabetes Mellitus, Type 2/diagnosis , Middle Aged , Female , Benzhydryl Compounds/therapeutic use , Benzhydryl Compounds/adverse effects , Aged , Treatment Outcome , Kidney/drug effects , Kidney/physiopathology , Glucosides/therapeutic use , Glucosides/adverse effects , Time Factors , Linagliptin/therapeutic use , Linagliptin/adverse effects , Metformin/therapeutic use , Insulin , Diabetic Nephropathies/physiopathology , Diabetic Nephropathies/diagnosis , Diabetic Nephropathies/drug therapy , Vascular Stiffness/drug effects , Drug Therapy, Combination , Hypoglycemic Agents/therapeutic use , Hypoglycemic Agents/adverse effects , Biomarkers/blood , Clinical Relevance , Sodium-Glucose Transporter 2
14.
Cardiovasc Diabetol ; 23(1): 183, 2024 May 29.
Article in English | MEDLINE | ID: mdl-38812009

ABSTRACT

BACKGROUND: People with type 2 diabetes (T2D) are at elevated risk of cardiovascular disease (CVD) including stroke, yet existing real-world evidence (RWE) on the clinical and economic burden of stroke in this population is limited. The aim of this cohort study was to evaluate the clinical and economic burden of stroke among people with T2D in France. METHODS: We conducted a retrospective RWE study using data from the nationally representative subset of the French Système National des Données de Santé (SNDS) database. We assessed the incidence of stroke requiring hospitalization between 2012 and 2018 among T2D patients. Subsequent clinical outcomes including CVD, stroke recurrence, and mortality were estimated overall and according to stroke subtype (ischemic versus hemorrhagic). We also examined the treatment patterns for glucose-lowering agents and CVD agents, health care resource utilization and medical costs. RESULTS: Among 45,331 people with T2D without baseline history of stroke, 2090 (4.6%) had an incident stroke requiring hospitalization. The incidence of ischemic stroke per 1000 person-years was 4.9-times higher than hemorrhagic stroke (6.80 [95% confidence interval (CI) 6.47-7.15] versus 1.38 [1.24-1.54]). During a median follow-up of 2.4 years (interquartile range 0.6; 4.4) from date of index stroke, the rate of CVD, stroke recurrence and mortality per 1000 person-years was higher among hemorrhagic stroke patients than ischemic stroke patients (CVD 130.9 [107.7-159.0] versus 126.4 [117.2-136.4]; stroke recurrence: 86.7 [66.4-113.4] versus 66.5 [59.2-74.6]; mortality 291.5 [259.1-327.9] versus 144.1 [134.3-154.6]). These differences were not statistically significant, except for mortality (adjusted hazard ratio 1.95 [95% CI 1.66-2.92]). The proportion of patients prescribed glucagon-like peptide-1 receptor agonists increased from 4.2% at baseline to 6.6% during follow-up. The proportion of patients prescribed antihypertensives and statins only increased slightly following incident stroke (antihypertensives: 70.9% pre-stroke versus 76.7% post-stroke; statins: 24.1% pre-stroke versus 30.0% post-stroke). Overall, 68.8% of patients had a subsequent hospitalization. Median total medical costs were €12,199 (6846; 22,378). CONCLUSIONS: The high burden of stroke among people with T2D, along with the low proportion of patients receiving recommended treatments as per clinical guidelines, necessitates a strengthened and multidisciplinary approach to the CVD prevention and management in people with T2D.


Subject(s)
Databases, Factual , Diabetes Mellitus, Type 2 , Hemorrhagic Stroke , Hypoglycemic Agents , Ischemic Stroke , Humans , Diabetes Mellitus, Type 2/epidemiology , Diabetes Mellitus, Type 2/economics , Diabetes Mellitus, Type 2/mortality , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/therapy , Diabetes Mellitus, Type 2/drug therapy , Female , Male , Incidence , Aged , Retrospective Studies , Middle Aged , France/epidemiology , Time Factors , Hypoglycemic Agents/therapeutic use , Hypoglycemic Agents/economics , Ischemic Stroke/epidemiology , Ischemic Stroke/mortality , Ischemic Stroke/economics , Ischemic Stroke/therapy , Ischemic Stroke/diagnosis , Hemorrhagic Stroke/epidemiology , Hemorrhagic Stroke/mortality , Hemorrhagic Stroke/economics , Hemorrhagic Stroke/therapy , Hemorrhagic Stroke/diagnosis , Risk Assessment , Recurrence , Risk Factors , Health Care Costs , Treatment Outcome , Hospitalization/economics , Aged, 80 and over , Cardiovascular Agents/therapeutic use , Cardiovascular Agents/economics , Stroke/epidemiology , Stroke/mortality , Stroke/economics , Stroke/therapy , Stroke/diagnosis
15.
Aliment Pharmacol Ther ; 59 Suppl 1: S23-S40, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38813831

ABSTRACT

BACKGROUND: Metabolic dysfunction-associated steatotic liver disease (MASLD) is currently the most common chronic liver disease and an important cause of cirrhosis and hepatocellular carcinoma. It is strongly associated with type 2 diabetes and obesity. Because of the huge number of patients at risk of MASLD, it is imperative to use non-invasive tests appropriately. AIMS: To provide a narrative review on the performance and limitations of non-invasive tests, with a special emphasis on the impact of diabetes and obesity. METHODS: We searched PubMed and Cochrane databases for articles published from 1990 to August 2023. RESULTS: Abdominal ultrasonography remains the primary method to diagnose hepatic steatosis, while magnetic resonance imaging proton density fat fraction is currently the gold standard to quantify steatosis. Simple fibrosis scores such as the Fibrosis-4 index are well suited as initial assessment in primary care and non-hepatology settings to rule out advanced fibrosis and future risk of liver-related complications. However, because of its low positive predictive value, an abnormal test should be followed by specific blood (e.g. Enhanced Liver Fibrosis score) or imaging biomarkers (e.g. vibration-controlled transient elastography and magnetic resonance elastography) of fibrosis. Some non-invasive tests of fibrosis appear to be less accurate in patients with diabetes. Obesity also affects the performance of abdominal ultrasonography and transient elastography, whereas magnetic resonance imaging may not be feasible in some patients with severe obesity. CONCLUSIONS: This article highlights issues surrounding the clinical application of non-invasive tests for MASLD in patients with type 2 diabetes and obesity.


Subject(s)
Diabetes Mellitus, Type 2 , Obesity , Humans , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/diagnosis , Obesity/complications , Ultrasonography/methods , Magnetic Resonance Imaging/methods , Elasticity Imaging Techniques/methods , Fatty Liver/diagnosis , Fatty Liver/diagnostic imaging , Liver Cirrhosis/diagnosis , Liver Cirrhosis/diagnostic imaging , Biomarkers/blood
16.
BMC Cardiovasc Disord ; 24(1): 285, 2024 May 30.
Article in English | MEDLINE | ID: mdl-38816795

ABSTRACT

BACKGROUND: Sodium-glucose cotransporter-2 inhibitors (SGLT2i) are recommended for treatment of heart failure (HF), regardless of type 2 diabetes (T2DM) status. However, limited data exist on SGLT2i prescribing in HF patients without T2DM or across HF subtypes. METHODS: This was a serial, cross-sectional study of US MarketScan commercial and Medicare claims (2013-2021). Prevalence of SGLT2i was calculated by calendar year among HFrEF and HFpEF patients and stratified by T2DM status. RESULTS: Among 218,066 HFrEF patients [mean (SD): 54.9 (8.92) years; 66.4% male], the prevalence of SGLT2i use increased from 0.3 to 18.6%, while among 150,437 HFpEF patients [56.5 (7.77) years; 47.6% male], it rose from 0.5 to 9.9%. These increases were driven by the subgroup with comorbid T2DM. SGLT2i prevalence use ratios among patients with T2DM compared to those without decreased from > 100 in 2018 to 3.8 in 2021 among HFrEF patients, and from 83.1 in 2018 to 17.5 in 2021, coinciding with the publication of landmark trials and corresponding changes in clinical guidelines. CONCLUSIONS: SGLT2i use rose rapidly following changes in guidelines but remained low among those without T2DM. By the end of the study, approximately 1 in 3 HFrEF and 1 in 5 HFpEF patients with T2DM were using an SGLT2i, compared to only 1 in 11 HFrEF and 1 in 85 HFpEF patients without T2DM. Future work identifying barriers with the uptake of GDMT, including SGLT2i, among HF patients is needed.


Subject(s)
Diabetes Mellitus, Type 2 , Heart Failure , Practice Patterns, Physicians' , Sodium-Glucose Transporter 2 Inhibitors , Humans , Sodium-Glucose Transporter 2 Inhibitors/therapeutic use , Sodium-Glucose Transporter 2 Inhibitors/adverse effects , Male , Heart Failure/drug therapy , Heart Failure/diagnosis , Heart Failure/physiopathology , Heart Failure/epidemiology , Female , Cross-Sectional Studies , Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/epidemiology , Aged , Practice Patterns, Physicians'/trends , United States/epidemiology , Middle Aged , Time Factors , Drug Prescriptions , Databases, Factual , Stroke Volume/drug effects , Medicare , Comorbidity , Guideline Adherence/trends
17.
Diab Vasc Dis Res ; 21(3): 14791641241253540, 2024.
Article in English | MEDLINE | ID: mdl-38710662

ABSTRACT

This case challenges the conventional preference for coronary artery bypass grafting (CABG) over percutaneous coronary intervention (PCI) in patients with diabetes, left main coronary artery disease (LMCAD) and multivessel disease. Current guidelines generally recommend CABG, especially in the context of LMCAD. However, our case involves a male patient with diabetes with LMCAD and extensive multivessel disease who was successfully treated with PCI, demonstrating a favorable outcome. Despite the high-risk profile, including a SYNTAX score of 28, the PCI approach was selected. This decision was supported by evidence suggesting comparable outcomes between PCI and CABG in similar patients. Our case highlights the potential of PCI as not just a viable, but potentially superior alternative in specific high-risk patients with diabetes, contrary to the prevailing belief in favor of CABG for all patients with left main involvement.


Subject(s)
Coronary Artery Bypass , Coronary Artery Disease , Percutaneous Coronary Intervention , Humans , Male , Coronary Artery Bypass/adverse effects , Coronary Artery Disease/therapy , Coronary Artery Disease/diagnostic imaging , Coronary Artery Disease/surgery , Coronary Artery Disease/complications , Treatment Outcome , Risk Factors , Clinical Decision-Making , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/diagnosis , Aged , Coronary Angiography , Patient Selection , Risk Assessment , Middle Aged
18.
BMC Endocr Disord ; 24(1): 60, 2024 May 06.
Article in English | MEDLINE | ID: mdl-38711112

ABSTRACT

BACKGROUND: Worldwide, up to 20 % of hospitalised patients have diabetes mellitus. In-hospital dysglycaemia increases patient mortality, morbidity, and length of hospital stay. Improved in-hospital diabetes management strategies are needed. The DIATEC trial investigates the effects of an in-hospital diabetes team and operational insulin titration algorithms based on either continuous glucose monitoring (CGM) data or standard point-of-care (POC) glucose testing. METHODS: This is a two-armed, two-site, prospective randomised open-label blinded endpoint (PROBE) trial. We recruit non-critically ill hospitalised general medical and orthopaedic patients with type 2 diabetes treated with basal, prandial, and correctional insulin (N = 166). In both arms, patients are monitored by POC glucose testing and diabetes management is done by ward nurses guided by in-hospital diabetes teams. In one of the arms, patients are monitored in addition to POC glucose testing by telemetric CGM viewed by the in-hospital diabetes teams only. The in-hospital diabetes teams have operational algorithms to titrate insulin in both arms. Outcomes are in-hospital glycaemic and clinical outcomes. DISCUSSION: The DIATEC trial will show the glycaemic and clinical effects of in-hospital CGM handled by in-hospital diabetes teams with access to operational insulin titration algorithms in non-critically ill patients with type 2 diabetes. The DIATEC trial seeks to identify which hospitalised patients will benefit from CGM and in-hospital diabetes teams compared to POC glucose testing. This is essential information to optimise the use of healthcare resources before broadly implementing in-hospital CGM and diabetes teams. TRIAL REGISTRATION: Prospectively registered at ClinicalTrials.gov with identification number NCT05803473 on March 27th 2023.


Subject(s)
Blood Glucose Self-Monitoring , Blood Glucose , Diabetes Mellitus, Type 2 , Humans , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/blood , Blood Glucose/analysis , Blood Glucose Self-Monitoring/methods , Prospective Studies , Point-of-Care Testing , Female , Male , Hospitalization , Insulin/therapeutic use , Insulin/administration & dosage , Hypoglycemic Agents/therapeutic use , Patient Care Team , Adult , Middle Aged , Continuous Glucose Monitoring
19.
Sci Rep ; 14(1): 10589, 2024 05 08.
Article in English | MEDLINE | ID: mdl-38719926

ABSTRACT

Maturity Onset Diabetes of the Young (MODY) is a young-onset, monogenic form of diabetes without needing insulin treatment. Diagnostic testing is expensive. To aid decisions on who to test, we aimed to develop a MODY probability calculator for paediatric cases at the time of diabetes diagnosis, when the existing "MODY calculator" cannot be used. Firth logistic regression models were developed on data from 3541 paediatric patients from the Swedish 'Better Diabetes Diagnosis' (BDD) population study (n = 46 (1.3%) MODY (HNF1A, HNF4A, GCK)). Model performance was compared to using islet autoantibody testing. HbA1c, parent with diabetes, and absence of polyuria were significant independent predictors of MODY. The model showed excellent discrimination (c-statistic = 0.963) and calibrated well (Brier score = 0.01). MODY probability > 1.3% (ie. above background prevalence) had similar performance to being negative for all 3 antibodies (positive predictive value (PPV) = 10% v 11% respectively i.e. ~ 1 in 10 positive test rate). Probability > 1.3% and negative for 3 islet autoantibodies narrowed down to 4% of the cohort, and detected 96% of MODY cases (PPV = 31%). This MODY calculator for paediatric patients at time of diabetes diagnosis will help target genetic testing to those most likely to benefit, to get the right diagnosis.


Subject(s)
Diabetes Mellitus, Type 2 , Humans , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/genetics , Child , Male , Female , Adolescent , Hepatocyte Nuclear Factor 4/genetics , Hepatocyte Nuclear Factor 1-alpha/genetics , Child, Preschool , Autoantibodies/blood , Autoantibodies/immunology , Glycated Hemoglobin/analysis , Germinal Center Kinases/genetics , Sweden , Glucokinase/genetics
20.
Cardiovasc Diabetol ; 23(1): 159, 2024 May 07.
Article in English | MEDLINE | ID: mdl-38715052

ABSTRACT

BACKGROUND: In observational and experimental studies, diabetes has been reported as a protective factor for aortic dissection. 3-Hydroxybutyrate, a key constituent of ketone bodies, has been found to favor improvements in cardiovascular disease. However, whether the protective effect of diabetes on aortic dissection is mediated by 3-hydroxybutyrate is unclear. We aimed to investigate the causal effects of diabetes on the risk of aortic dissection and the mediating role of 3-hydroxybutyrate in them through two-step Mendelian randomization. MATERIALS AND METHODS: We performed a two-step Mendelian randomization to investigate the causal connections between diabetes, 3-hydroxybutyrate, and aortic dissection and calculate the mediating effect of 3-hydroxybutyrate. Publicly accessible data for Type 1 diabetes, Type 2 diabetes, dissection of aorta and 3-hydroxybutyrate were obtained from genome-wide association studies. The association between Type 1 diabetes and dissection of aorta, the association between Type 2 diabetes and dissection of aorta, and mediation effect of 3-hydroxybutyrate were carried out separately. RESULTS: The IVW method showed that Type 1 diabetes was negatively associated with the risk of aortic dissection (OR 0.912, 95% CI 0.836-0.995), The weighted median, simple mode and weighted mode method showed consistent results. The mediated proportion of 3-hydroxybutyrate on the relationship between Type 1 diabetes and dissection of aorta was 24.80% (95% CI 5.12-44.47%). The IVW method showed that Type 2 diabetes was negatively associated with the risk of aortic dissection (OR 0.763, 95% CI 0.607-0.960), The weighted median, simple mode and weighted mode method showed consistent results. 3-Hydroxybutyrate does not have causal mediation effect on the relationship between Type 2 diabetes and dissection of aorta. CONCLUSION: Mendelian randomization study revealed diabetes as a protective factor for dissection of aorta. The protective effect of type 1 diabetes on aortic dissection was partially mediated by 3-hydroxybutyrate, but type 2 diabetes was not 3-hydroxybutyrate mediated.


Subject(s)
3-Hydroxybutyric Acid , Aortic Aneurysm , Aortic Dissection , Diabetes Mellitus, Type 1 , Diabetes Mellitus, Type 2 , Genetic Predisposition to Disease , Genome-Wide Association Study , Mendelian Randomization Analysis , Humans , Aortic Dissection/genetics , Aortic Dissection/epidemiology , Aortic Dissection/etiology , 3-Hydroxybutyric Acid/blood , Diabetes Mellitus, Type 2/genetics , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/epidemiology , Risk Factors , Aortic Aneurysm/genetics , Aortic Aneurysm/epidemiology , Aortic Aneurysm/etiology , Diabetes Mellitus, Type 1/genetics , Diabetes Mellitus, Type 1/diagnosis , Diabetes Mellitus, Type 1/epidemiology , Risk Assessment , Protective Factors , Phenotype , Biomarkers/blood , Mediation Analysis
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