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1.
BMC Endocr Disord ; 24(1): 78, 2024 Jun 04.
Article in English | MEDLINE | ID: mdl-38834984

ABSTRACT

BACKGROUND: Type 2 diabetes (T2D) has become an epidemic. Delays in diagnosis and as a consequent late treatment has resulted in high prevalence of complications and mortality. Secreted frizzled-related protein 4 (SFRP4), has been recently identified as a potential early biomarker of T2D related to obesity, due to its association with low grade inflammation in adipose tissue and impaired glucose metabolism. We aimed to evaluate the role of SFRP4 in prediabetes and T2D in a Mexican population. METHODS: This was a cross-sectional study that included 80 subjects with T2D, 50 subjects with prediabetes and 50 healthy individuals. Fasting SFRP4 and insulin concentrations were measured by ELISA. Human serum IL-10, IL-6, IL-1ß and IL-8 levels were quantified by flow cytometry. Genotyping was performed by TaqMan® probes. RESULTS: Prediabetes and T2D patients had significantly higher SFRP4 levels than controls (P < 0.05). In turn, prediabetes subjects had higher SFRP4 concentrations than control subjects (P < 0.05). Additionally, the prediabetes and T2D groups had higher concentrations of proinflammatory molecules such as IL-6, IL-1ß and IL-8, and lower concentrations of IL-10, an anti-inflammatory cytokine, than controls (P < 0.001). The serum SFRP4 concentrations were positively correlated with parameters that are elevated in prediabetes and T2D states, such as, HbA1c and homeostasis model assessment insulin resistance (HOMA-IR), (r = 0.168 and 0.248, respectively, P < 0.05). Also, serum SFRP4 concentrations were positively correlated with concentrations of pro-inflammatory molecules (CRP, IL-6, IL-1ß and IL-8) and negatively correlated with the anti-inflammatory molecule IL-10, even after adjusting for body mass index and age (P < 0.001). The genetic variant rs4720265 was correlated with low HDL concentrations in T2D (P < 0.05). CONCLUSIONS: SFRP4 correlates positively with the stage of prediabetes, suggesting that it may be an early biomarker to predict the risk of developing diabetes in people with high serum concentrations of SFRP4, although further longitudinal studies are required.


Subject(s)
Biomarkers , Diabetes Mellitus, Type 2 , Prediabetic State , Humans , Prediabetic State/blood , Prediabetic State/diagnosis , Prediabetic State/epidemiology , Cross-Sectional Studies , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/epidemiology , Male , Female , Middle Aged , Biomarkers/blood , Case-Control Studies , Adult , Prognosis , Proto-Oncogene Proteins
2.
Front Endocrinol (Lausanne) ; 15: 1380163, 2024.
Article in English | MEDLINE | ID: mdl-38846488

ABSTRACT

Background: Although the importance and benefit of heme oxygenase-1 (HO-1) in diabetes rodent models has been known, the contribution of HO-1 in the pre-diabetic patients with hyperlipidemia risk still remains unclear. This cross-sectional study aims to evaluate whether HO-1 is associated with hyperlipidemia in pre-diabetes. Methods: Serum level of HO-1 was detected using commercially available ELISA kit among 1,425 participants aged 49.3-63.9 with pre-diabetes in a multicenter Risk Evaluation of cAncers in Chinese diabeTic Individuals: A lONgitudinal (REACTION) prospective observational study. Levels of total cholesterol (TC) and triglyceride (TG) were measured and used to defined hyperlipidemia. The association between HO-1 and hyperlipidemia was explored in different subgroups. Result: The level of HO-1 in pre-diabetic patients with hyperlipidemia (181.72 ± 309.57 pg/ml) was obviously lower than that in pre-diabetic patients without hyperlipidemia (322.95 ± 456.37 pg/ml). High level of HO-1 [(210.18,1,746.18) pg/ml] was negatively associated with hyperlipidemia (OR, 0.60; 95% CI, 0.37-0.97; p = 0.0367) after we adjusted potential confounding factors. In subgroup analysis, high level of HO-1 was negatively associated with hyperlipidemia in overweight pre-diabetic patients (OR, 0.50; 95% CI, 0.3-0.9; p = 0.034), especially in overweight women (OR, 0.42; 95% CI, 0.21-0.84; p = 0.014). Conclusions: In conclusion, elevated HO-1 level was negatively associated with risk of hyperlipidemia in overweight pre-diabetic patients, especially in female ones. Our findings provide information on the exploratory study of the mechanism of HO-1 in hyperlipidemia, while also suggesting that its mechanism may be influenced by body weight and gender.


Subject(s)
Heme Oxygenase-1 , Hyperlipidemias , Prediabetic State , Humans , Hyperlipidemias/blood , Hyperlipidemias/epidemiology , Female , Male , Cross-Sectional Studies , Middle Aged , Heme Oxygenase-1/blood , Prediabetic State/blood , Prediabetic State/epidemiology , Prospective Studies , Longitudinal Studies , Risk Factors , China/epidemiology
3.
Nutr Diabetes ; 14(1): 30, 2024 May 17.
Article in English | MEDLINE | ID: mdl-38760348

ABSTRACT

AIMS: Although central adiposity is a well-known risk factor for diabetes, the underlying mechanism remains unclear. The aim of this study was to explore the potential mediation role of circulating WBC counts in the association between central adiposity and the risk of diabetes. MATERIALS AND METHODS: A cross-sectional study was conducted using data from the Fuqing cohort study, which included 6,613 participants aged 35-75 years. Logistic regression analysis and Spearman's rank correlation analysis were used to examine the relationships between waist-to-hip ratio, WBC counts and glycemic status. Both simple and parallel multiple mediation models were used to explore the potential mediation effects of WBCs on the association of waist-to-hip ratio with diabetes. RESULTS: The study revealed a positive relationship between waist-to-hip ratio and risk of prediabetes (OR = 1.53; 95% CI, 1.35 to 1.74) and diabetes (OR = 2.89; 95% CI, 2.45 to 3.40). Moreover, elevated peripheral WBC counts were associated with both central adiposity and worsening glycemic status (P < 0.05). The mediation analysis with single mediators demonstrated that there is a significant indirect effect of central adiposity on prediabetes risk through total WBC count, neutrophil count, lymphocyte count, and monocyte count; the proportions mediated were 9.92%, 6.98%, 6.07%, and 3.84%, respectively. Additionally, total WBC count, neutrophil count, lymphocyte count, monocyte count and basophil count mediated 11.79%, 11.51%, 6.29%, 4.78%, and 1.76%, respectively, of the association between central adiposity and diabetes. In the parallel multiple mediation model using all five types of WBC as mediators simultaneously, a significant indirect effect (OR = 1.09; 95% CI, 1.06 to 1.14) were observed, with a mediated proportion of 12.77%. CONCLUSIONS: Central adiposity was independently associated with an elevated risk of diabetes in a Chinese adult population; levels of circulating WBC may contribute to its underlying mechanisms.


Subject(s)
Blood Glucose , Obesity, Abdominal , Prediabetic State , Waist-Hip Ratio , Humans , Middle Aged , Male , Female , Leukocyte Count , Cross-Sectional Studies , Adult , Aged , Obesity, Abdominal/blood , Obesity, Abdominal/epidemiology , Blood Glucose/analysis , Prediabetic State/blood , Prediabetic State/epidemiology , Risk Factors , China/epidemiology , Cohort Studies , Adiposity
4.
Stud Health Technol Inform ; 314: 103-107, 2024 May 23.
Article in English | MEDLINE | ID: mdl-38785012

ABSTRACT

The Prediabetes impacts one in every three individuals, with a 10% annual probability of transitioning to type 2 diabetes without lifestyle changes or medical interventions. It's crucial to manage glycemic health to deter the progression to type 2 diabetes. In the United States, 13% of individuals (18 years of age and older) have diabetes, while 34.5% meet the criteria for prediabetes. Diabetes mellitus and prediabetes are more common in older persons. Currently, nevertheless, there aren't many noninvasive, commercially accessible methods for tracking glycemic status to help with prediabetes self-management. This study tackles the task of forecasting glucose levels using personalized prediabetes data through the utilization of the Long Short-Term Memory (LSTM) model. Continuous monitoring of interstitial glucose levels, heart rate measurements, and dietary records spanning a week were collected for analysis. The efficacy of the proposed model has been assessed using evaluation metrics including Root Mean Square Error (RMSE), Mean Squared Error (MSE), Mean Absolute Error (MAE), and the coefficient of determination (R2).


Subject(s)
Blood Glucose , Diabetes Mellitus, Type 2 , Prediabetic State , Humans , Prediabetic State/blood , Diabetes Mellitus, Type 2/blood , Blood Glucose/analysis , Blood Glucose Self-Monitoring , Male , Neural Networks, Computer
5.
Int J Mol Sci ; 25(10)2024 May 15.
Article in English | MEDLINE | ID: mdl-38791447

ABSTRACT

The escalating prevalence of carbohydrate metabolism disorders (CMDs) prompts the need for early diagnosis and effective markers for their prediction. Hyperglycemia, the primary indicator of CMDs including prediabetes and type 2 diabetes mellitus (T2DM), leads to overproduction of reactive oxygen species (ROS) and oxidative stress (OxS). This condition, resulting from chronic hyperglycemia and insufficient antioxidant defense, causes damage to biomolecules, triggering diabetes complications. Additionally, aging itself can serve as a source of OxS due to the weakening of antioxidant defense mechanisms. Notably, previous research indicates that miR-196a, by downregulating glutathione peroxidase 3 (GPx3), contributes to insulin resistance (IR). Additionally, a GPx3 decrease is observed in overweight/obese and insulin-resistant individuals and in the elderly population. This study investigates plasma GPx3 levels and miR-196a expression as potential CMD risk indicators. We used ELISA to measure GPx3 and qRT-PCR for miR-196a expression, supplemented by multivariate linear regression and receiver operating characteristic (ROC) analysis. Our findings included a significant GPx3 reduction in the CMD patients (n = 126), especially in the T2DM patients (n = 51), and a decreasing trend in the prediabetes group (n = 37). miR-196a expression, although higher in the CMD and T2DM groups than in the controls, was not statistically significant, potentially due to the small sample size. In the individuals with CMD, GPx3 levels exhibited a negative correlation with the mass of adipose tissue, muscle, and total body water, while miR-196a positively correlated with fat mass. In the CMD group, the analysis revealed a weak negative correlation between glucose and GPx3 levels. ROC analysis indicated a 5.2-fold increased CMD risk with GPx3 below 419.501 ng/mL. Logistic regression suggested that each 100 ng/mL GPx3 increase corresponded to a roughly 20% lower CMD risk (OR = 0.998; 95% CI: 0.996-0.999; p = 0.031). These results support the potential of GPx3 as a biomarker for CMD, particularly in T2DM, and the lack of a significant decline in GPx3 levels in prediabetic individuals suggests that it may not serve reliably as an early indicator of CMDs, warranting further large-scale validation.


Subject(s)
Carbohydrate Metabolism , Diabetes Mellitus, Type 2 , Glutathione Peroxidase , MicroRNAs , Humans , Glutathione Peroxidase/genetics , Glutathione Peroxidase/metabolism , MicroRNAs/genetics , Female , Male , Aged , Diabetes Mellitus, Type 2/genetics , Diabetes Mellitus, Type 2/metabolism , Carbohydrate Metabolism/genetics , Middle Aged , Biomarkers , Prediabetic State/genetics , Prediabetic State/metabolism , Prediabetic State/blood , Oxidative Stress , ROC Curve
6.
Cardiovasc Diabetol ; 23(1): 168, 2024 May 13.
Article in English | MEDLINE | ID: mdl-38741118

ABSTRACT

BACKGROUND: The relationship between the triglyceride-glucose (TyG) index and the risk of cardiovascular disease (CVD) in the U.S. population under 65 years of age with diabetes or prediabetes is unknown. The purpose of this study was to investigate the relationship between baseline TyG index and CVD risk in U.S. patients under 65 years of age with diabetes or prediabetes. METHODS: We used data from the 2003-2018 National Health and Nutrition Examination Survey (NHANES). Multivariate regression analysis models were constructed to explore the relationship between baseline TyG index and CVD risk. Nonlinear correlations were explored using restricted cubic splines. Subgroup analysis and interaction tests were also conducted. RESULTS: The study enrolled a total of 4340 participants with diabetes or pre-diabetes, with a mean TyG index of 9.02 ± 0.02. The overall average prevalence of CVD was 10.38%. Participants in the higher TyG quartiles showed high rates of CVD (Quartile 1: 7.35%; Quartile 2: 10.04%; Quartile 3: 10.71%; Quartile 4: 13.65%). For CVD, a possible association between the TyG index and the risk of CVD was observed. Our findings suggested a linear association between the TyG index and the risk of CVD. The results revealed a U-shaped relationship between the TyG index and both the risk of CVD (P nonlinear = 0.02583) and CHF (P nonlinear = 0.0208) in individuals with diabetes. Subgroup analysis and the interaction term indicated that there was no significant difference among different stratifications. Our study also revealed a positive association between the TyG index and comorbid MetS in the U.S. population under 65 years of age with prediabetes or diabetes. CONCLUSIONS: A higher TyG index was linked to an increased likelihood of CVD in the U.S. population aged ≤ 65 years with prediabetes and diabetes. Besides, TyG index assessment will contribute to more convenient and effective screening of high-risk individuals in patients with MetS. Future studies should explore whether interventions targeting the TyG index may improve clinical outcomes in these patients.


Subject(s)
Biomarkers , Blood Glucose , Cardiovascular Diseases , Diabetes Mellitus , Nutrition Surveys , Prediabetic State , Triglycerides , Humans , Prediabetic State/blood , Prediabetic State/epidemiology , Prediabetic State/diagnosis , Female , Male , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/diagnosis , Cardiovascular Diseases/blood , United States/epidemiology , Middle Aged , Blood Glucose/metabolism , Risk Assessment , Triglycerides/blood , Biomarkers/blood , Diabetes Mellitus/epidemiology , Diabetes Mellitus/blood , Diabetes Mellitus/diagnosis , Prevalence , Adult , Cross-Sectional Studies , Heart Disease Risk Factors , Prognosis , Age Factors , Risk Factors , Predictive Value of Tests
7.
Nutrients ; 16(9)2024 Apr 24.
Article in English | MEDLINE | ID: mdl-38732508

ABSTRACT

Hypertriglyceridemia and diabetes mellitus type 2 are among the most important metabolic diseases globally. Diet plays a vital role in the development and progression of both clinical pictures. For the 10-week randomized, controlled, intervention study, 67 subjects with elevated plasma triglyceride (TG) concentrations (≥1.7 mmol/L) and 69 subjects with elevated fasting glucose concentrations (≥5.6 < 7.0 mmol/L) were recruited. The intervention groups received specially developed, individualized menu plans and regular counseling sessions to lower (A) TG or (B) fasting glucose and glycated hemoglobin A1c as well as other cardiovascular and diabetic risk factors. The hypertriglyceridemia intervention group was further supplemented with fish oil (3.5 g/d eicosapentaenoic acid + docosahexaenoic acid). The two control groups maintained a typical Western diet. Blood samples were taken every 2 weeks, and anthropometric data were collected. A follow-up examination was conducted after another 10 weeks. In both intervention groups, there were comparable significant reductions in blood lipids, glucose metabolism, and anthropometric parameters. These results were, with a few exceptions, significantly more pronounced in the intervention groups than in the corresponding control groups (comparison of percentage change from baseline). In particular, body weight was reduced by 7.4% (6.4 kg) and 7.5% (5.9 kg), low-density lipoprotein cholesterol concentrations by 19.8% (0.8 mmol/L) and 13.0% (0.5 mmol/L), TG concentrations by 18.2% (0.3 mmol/L) and 13.0% (0.2 mmol/L), and homeostatic model assessment for insulin resistance by 31.8% (1.1) and 26.4% (0.9) (p < 0.05) in the hypertriglyceridemia and prediabetes intervention groups, respectively. Some of these changes were maintained until follow-up. In patients with elevated TG or fasting glucose, implementing individualized menu plans in combination with regular counseling sessions over 10 weeks led to a significant improvement in cardiovascular and diabetic risk factors.


Subject(s)
Blood Glucose , Diabetes Mellitus, Type 2 , Hypertriglyceridemia , Prediabetic State , Triglycerides , Humans , Prediabetic State/blood , Prediabetic State/diet therapy , Prediabetic State/therapy , Hypertriglyceridemia/blood , Hypertriglyceridemia/diet therapy , Male , Female , Middle Aged , Blood Glucose/metabolism , Diabetes Mellitus, Type 2/blood , Triglycerides/blood , Heart Disease Risk Factors , Adult , Cardiovascular Diseases/prevention & control , Cardiovascular Diseases/etiology , Glycated Hemoglobin/metabolism , Risk Factors , Dietary Supplements , Fish Oils/administration & dosage , Aged
8.
Nutrients ; 16(9)2024 Apr 26.
Article in English | MEDLINE | ID: mdl-38732543

ABSTRACT

This observational pilot study examined the association between diet, meal pattern and glucose over a 2-week period under free-living conditions in 26 adults with dysglycemia (D-GLYC) and 14 with normoglycemia (N-GLYC). We hypothesized that a prolonged eating window and late eating occasions (EOs), along with a higher dietary carbohydrate intake, would result in higher glucose levels and glucose variability (GV). General linear models were run with meal timing with time-stamped photographs in real time, and diet composition by dietary recalls, and their variability (SD), as predictors and glucose variables (mean glucose, mean amplitude of glucose excursions [MAGE], largest amplitude of glucose excursions [LAGE] and GV) as dependent variables. After adjusting for calories and nutrients, a later eating midpoint predicted a lower GV (ß = -2.3, SE = 1.0, p = 0.03) in D-GLYC, while a later last EO predicted a higher GV (ß = 1.5, SE = 0.6, p = 0.04) in N-GLYC. A higher carbohydrate intake predicted a higher MAGE (ß = 0.9, SE = 0.4, p = 0.02) and GV (ß = 0.4, SE = 0.2, p = 0.04) in N-GLYC, but not D-GLYC. In summary, our data suggest that meal patterns interact with dietary composition and should be evaluated as potential modifiable determinants of glucose in adults with and without dysglycemia. Future research should evaluate causality with controlled diets.


Subject(s)
Blood Glucose , Diabetes Mellitus, Type 2 , Diet , Meals , Prediabetic State , Humans , Pilot Projects , Male , Female , Prediabetic State/blood , Diabetes Mellitus, Type 2/blood , Blood Glucose/metabolism , Adult , Middle Aged , Feeding Behavior , Dietary Carbohydrates/administration & dosage , Aged
9.
Cardiovasc Diabetol ; 23(1): 176, 2024 May 20.
Article in English | MEDLINE | ID: mdl-38769562

ABSTRACT

BACKGROUND: There is conflicting evidence whether prediabetes is associated with adverse clinical outcomes in patients with chronic coronary syndrome. We aimed to assess the effect of prediabetes in patients with chronic coronary syndrome on clinical outcomes. METHODS: This is a secondary analysis of data from the ISCHEMIA and ISCHEMIA-CKD trials, including patients with chronic coronary syndrome determined by coronary computed tomography angiography or exercise-stress testing. Participants were assigned to the normoglycemia group (HbA1c < 5.7% [< 39 mmol/mol]), prediabetes group (HbA1c 5.7-6.4% [40-47 mmol/mol]), or diabetes group (HbA1c ≥ 6.5% [≥ 48 mmol/mol]). The primary end point of this study was all-cause mortality. Secondary endpoints included major adverse cardiovascular events and composites thereof. RESULTS: Overall, the primary endpoint all-cause mortality occurred in 330 (8.4%) of 3910 patients over a median follow-up time of 3.1 years (IQR 2.1-4.1). The primary endpoint all-cause mortality occurred in 37 (5.2%) of 716 patients in the normoglycemia group, in 63 (6.9%) of 911 in the prediabetes group, and in 230 (10.1%) of 2283 in the diabetes group. In the covariate-adjusted Cox model analysis, the estimated adjusted HR (aHR) in the prediabetes group as compared with the normoglycemia group was 1.45 (95%CI, 0.95-2.20). The aHR in the diabetes group as compared with the normoglycemia group was 1.84 (95%CI, 1.29-2.65). Prediabetes, compared with normoglycemia, was associated with an increased risk of stroke (aHR, 3.44, 95%CI, 1.15-10.25). Subgroup analyses suggested an increased risk of all-cause death associated with prediabetes in males and patients under 65 years. CONCLUSIONS: In patients with chronic coronary syndrome, diabetes but not prediabetes was associated with significantly increased risk of all-cause death within a median follow-up period of 3.1 years. Trial Registration NCT01471522, BioLINCC ID 13936.


Subject(s)
Biomarkers , Cause of Death , Prediabetic State , Humans , Prediabetic State/diagnosis , Prediabetic State/mortality , Prediabetic State/blood , Prediabetic State/complications , Male , Female , Middle Aged , Aged , Time Factors , Risk Assessment , Risk Factors , Biomarkers/blood , Glycated Hemoglobin/metabolism , Chronic Disease , Blood Glucose/metabolism , Prognosis , Computed Tomography Angiography , Exercise Test , Coronary Angiography , Randomized Controlled Trials as Topic
10.
J Diabetes Complications ; 38(6): 108764, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38701667

ABSTRACT

OBJECTIVE: Dysglycemia is a significant risk factor for cognitive impairment. However, which pathophysiologic determinant(s) of dysglycemia, impaired insulin sensitivity (ISens) or the islet ß-cell's response (IResp), contribute to poorer cognitive function, independent of dysglycemia is not established. Among 1052 adults with pre-diabetes from the Diabetes Prevention Program Outcomes Study (DPPOS), we investigated the relationship between IResp, ISens and cognitive function. RESEARCH DESIGN AND METHODS: IResp was estimated by the insulinogenic index (IGI; pmol/mmol) and ISens as 1/fasting insulin from repeated annual oral glucose tolerance tests. The mean IResp and mean ISens were calculated over approximately 12 years of follow-up. Verbal learning (Spanish-English Verbal Learning Test [SEVLT]) and executive function (Digital Symbol Substitution Test [DSST]) were assessed at the end of the follow-up period. Linear regression models were run for each cognitive outcome and were adjusted for dysglycemia and other factors. RESULTS: Higher IResp was associated with poorer performance on the DSST (-0.69 points per 100 unit increase in IGI, 95 % CI: -1.37, -0.01). ISens was not associated with DSST, nor were IResp or ISens associated with performance on the SEVLT. CONCLUSIONS: These results suggest that a greater ß-cell response in people at high risk for type 2 diabetes is associated with poorer executive function, independent of dysglycemia and ISens.


Subject(s)
Diabetes Mellitus, Type 2 , Insulin Resistance , Insulin , Prediabetic State , Humans , Prediabetic State/psychology , Prediabetic State/complications , Prediabetic State/blood , Prediabetic State/epidemiology , Male , Female , Middle Aged , Adult , Insulin/blood , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/epidemiology , Diabetes Mellitus, Type 2/psychology , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/prevention & control , Cognition/physiology , Glucose Tolerance Test , Insulin-Secreting Cells/physiology , Insulin-Secreting Cells/metabolism , Follow-Up Studies , Cognition Disorders/prevention & control , Cognition Disorders/etiology , Cognition Disorders/epidemiology , Cognition Disorders/blood , Aged , Executive Function/physiology
11.
BMC Endocr Disord ; 24(1): 64, 2024 May 10.
Article in English | MEDLINE | ID: mdl-38730476

ABSTRACT

BACKGROUND: The neutrophil-lymphocyte ratio (NLR) is a novel hematological parameter to assess systemic inflammation. Prior investigations have indicated that an increased NLR may serve as a potential marker for pathological states such as cancer and atherosclerosis. However, there exists a dearth of research investigating the correlation between NLR levels and mortality in individuals with diabetes and prediabetes. Consequently, this study aims to examine the connection between NLR and all-cause as well as cardiovascular mortality in the population of the United States (US) with hyperglycemia status. METHODS: Data were collected from a total of 20,270 eligible individuals enrolled for analysis, spanning ten cycles of the National Health and Nutrition Examination Survey (NHANES) from 1999 to 2018. The subjects were categorized into three groups based on tertiles of NLR levels. The association of NLR with both all-cause and cardiovascular mortality was evaluated using Kaplan-Meier curves and Cox proportional hazards regression models. Restricted cubic splines were used to visualize the nonlinear relationship between NLR levels and all-cause and cardiovascular mortality in subjects with diabetes after accounting for all relevant factors. RESULTS: Over a median follow-up period of 8.6 years, a total of 1909 subjects with diabetes died, with 671 deaths attributed to cardiovascular disease (CVD). And over a period of 8.46 years, 1974 subjects with prediabetes died, with 616 cases due to CVD. The multivariable-adjusted hazard ratios (HRs) comparing high to low tertile of NLR in diabetes subjects were found to be 1.37 (95% CI, 1.19-1.58) for all-cause mortality and 1.63 (95% CI, 1.29-2.05) for CVD mortality. And the correlation between high to low NLR tertile and heightened susceptibility to mortality from any cause (HR, 1.21; 95% CI, 1.03-1.43) and CVD mortality (HR, 1.49; 95% CI, 1.08-2.04) remained statistically significant (both p-values for trend < 0.05) in prediabetes subjects. The 10-year cumulative survival probability was determined to be 70.34%, 84.65% for all-cause events, and 86.21%, 94.54% for cardiovascular events in top NLR tertile of diabetes and prediabetes individuals, respectively. Furthermore, each incremental unit in the absolute value of NLR was associated with a 16%, 12% increase in all-cause mortality and a 25%, 24% increase in cardiovascular mortality among diabetes and prediabetes individuals, respectively. CONCLUSIONS: The findings of this prospective cohort study conducted in the US indicate a positive association of elevated NLR levels with heightened risks of overall and cardiovascular mortality among adults with diabetes and prediabetes. However, potential confounding factors for NLR and the challenge of monitoring NLR's fluctuations over time should be further focused.


Subject(s)
Cardiovascular Diseases , Lymphocytes , Neutrophils , Prediabetic State , Humans , Prediabetic State/mortality , Prediabetic State/blood , Male , Cardiovascular Diseases/mortality , Cardiovascular Diseases/blood , Female , Neutrophils/pathology , Prospective Studies , Middle Aged , Lymphocytes/pathology , United States/epidemiology , Adult , Diabetes Mellitus/mortality , Diabetes Mellitus/blood , Diabetes Mellitus/epidemiology , Follow-Up Studies , Prognosis , Nutrition Surveys , Cause of Death , Aged , Leukocyte Count
12.
Diabetes Res Clin Pract ; 211: 111657, 2024 May.
Article in English | MEDLINE | ID: mdl-38583780

ABSTRACT

AIMS AND METHODS: In low- and middle- income countries (LMICs) consequences of gestational diabetes (GDM) is understudied. Using a prospective cohort of mothers (n = 197)and children (n = 251), from rural north-eastern Tanzania, we assessed prediabetes and type 2 diabetes (T2D) prevalence six years after a pregnancy with/without GDM. RESULTS: The prevalence of prediabetes (49.4 % vs. 46.4 %) orT2D (20.0 % vs. 16.1 %), p ≥ 0.36, based on fasting plasma glucose (FPG) or HbA1clevels (prediabetes: 16.9 % vs. 13.8 % and T2D 1.2 % vs. 0 %, p = 0.47), andcardio-metabolic health parameters,weresimilar between women with/without previous GDM. These results were supported by similar perinatal outcomes and child health at follow-up.The overall prevalence ofprediabetes/T2D was high, but no differences in other cardio-metabolic risk markers were observed in women with prediabetes/T2D compared to women with normal glucose tolerance. CONCLUSIONS: Despite high prevalence of GDM amongTanzanian women, the diagnosis was not associated with adverse pregnancy outcomes, nor with increased risk of prediabetes or T2D at follow-up. FPG and HbA1c may be poor markers for diabetes in this population, and further follow-up studies with longer time intervals are warranted to evaluate which GDM diagnostic criteria are most optimal for women in rural Tanzania and similar LMIC settings.


Subject(s)
Diabetes Mellitus, Type 2 , Diabetes, Gestational , Prediabetic State , Rural Population , Humans , Diabetes, Gestational/epidemiology , Diabetes, Gestational/diagnosis , Diabetes, Gestational/blood , Female , Pregnancy , Tanzania/epidemiology , Adult , Follow-Up Studies , Rural Population/statistics & numerical data , Diabetes Mellitus, Type 2/epidemiology , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/diagnosis , Prediabetic State/epidemiology , Prediabetic State/blood , Prediabetic State/diagnosis , Prevalence , Prospective Studies , Blood Glucose/analysis , Blood Glucose/metabolism , Child Health , Child , World Health Organization , Glycated Hemoglobin/analysis , Glycated Hemoglobin/metabolism
13.
Rev Assoc Med Bras (1992) ; 70(3): e20231000, 2024.
Article in English | MEDLINE | ID: mdl-38655997

ABSTRACT

OBJECTIVE: Obesity is an increasingly prevalent global health problem, which is generally caused by the increase in body fat mass above normal and observed in all societies. If the blood glucose level is higher than normal but not high enough to diagnose diabetes, this condition is defined as prediabetes. Adiponectin increases fatty acid oxidation and insulin sensitivity and is closely associated with obesity. One of the nuclear receptor superfamily member peroxisome proliferator-activated receptors is shown to have an important role in various metabolic reactions. This study aimed to investigate the serum levels of adiponectin and peroxisome proliferator-activated receptors-gamma parameters, which are closely related to adipose tissue, energy metabolism, and insulin sensitivity, in obese patients with and without prediabetes. METHODS: For this purpose, 52 obese patients with prediabetes, 48 obese patients with non-prediabetes, and 76 healthy individuals were included in this study. Serum adiponectin and peroxisome proliferator-activated receptors-γ levels were analyzed by ELISA. RESULTS: Serum adiponectin levels were significantly higher in obese patients with prediabetes (18.15±15.99) compared with the control group (15.17±15.67; p=0.42). No significant difference was observed in both adiponectin and peroxisome proliferator-activated receptors-γ levels in the obese patients with the non-prediabetes group compared with the control group. However, no significant difference was observed in the obese patients with prediabetes group and obese patients with non-prediabetes group. CONCLUSION: Our results suggest that adiponectin may serve as an indicator of prediabetes. This implies that examining adiponectin levels in individuals diagnosed with prediabetes may enhance our understanding of the metabolic processes closely linked to prediabetes and related conditions.


Subject(s)
Adiponectin , Obesity , PPAR gamma , Prediabetic State , Humans , Prediabetic State/blood , PPAR gamma/blood , Obesity/blood , Obesity/complications , Adiponectin/blood , Female , Male , Adult , Middle Aged , Case-Control Studies , Body Mass Index , Enzyme-Linked Immunosorbent Assay , Blood Glucose/analysis , Insulin Resistance/physiology
14.
Ann Epidemiol ; 94: 106-112, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38663524

ABSTRACT

PURPOSE: This study aimed to assess the correlation between glycemic status (prediabetes and type 2 diabetes mellitus) and the risk of gastric cancer according to menopausal status. METHODS: A total of 982,559 pre/peri-menopausal and 1445,419 postmenopausal women aged ≥ 40, who underwent the Korean national health screening in 2009, were included and followed up until 2018. Hazard ratio (HR) and 95% confidence interval (CI) were calculated for development of gastric cancers according to hyperglycemic status in both groups using Cox proportional hazards models. RESULTS: Over a mean follow-up period of 8.3 years, 3259 (0.33%) pre/peri-menopausal women and 13,245 (0.92%) postmenopausal women were diagnosed with gastric cancer. In postmenopausal women, only diabetes mellitus conferred a higher risk of gastric cancer compared to normal glycemic status (HR, 1.15; 95% CI, 1.09-1.20), with an increasing trend of gastric cancers from prediabetes to diabetes (P for trend < 0.001) observed regardless of menopausal status. Obesity, smoking, and heavy alcohol consumption was associated with increased gastric cancer risk mainly in the postmenopausal period. CONCLUSIONS: The risk of gastric cancer escalates with deteriorating glycemic status in a dose-response manner. Diabetes mellitus is linked with an elevated risk of gastric cancer in postmenopausal women.


Subject(s)
Diabetes Mellitus, Type 2 , Postmenopause , Stomach Neoplasms , Humans , Female , Stomach Neoplasms/epidemiology , Middle Aged , Republic of Korea/epidemiology , Diabetes Mellitus, Type 2/epidemiology , Diabetes Mellitus, Type 2/blood , Risk Factors , Adult , Blood Glucose/analysis , Prediabetic State/epidemiology , Prediabetic State/blood , Premenopause , Cohort Studies , Aged , Proportional Hazards Models
15.
Int J Hyg Environ Health ; 259: 114385, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38676994

ABSTRACT

AIMS: Recent epidemiologic research has examined the relationship between perfluoroalkyl and polyfluoroalkyl substances (PFAS) and diabetes mellitus with inconclusive findings. In this cross-sectional study, we aimed to explore the association between serum PFAS concentrations and the prevalence of prediabetes and pre-diagnostic diabetes in the general Korean population as well as the combined effects of exposure to mixed PFAS compounds. METHODS: We analyzed data from participants aged ≥19 years enrolled in the Korean National Environmental Health Survey Cycle 4 (2018-2020). Individuals diagnosed with diabetes were excluded to minimize potential bias. We identified cases of pre-diagnostic diabetes based on the HbA1c level ≥6.5% and prediabetes as HbA1c levels of 5.7-6.49%. Serum concentrations of PFAS, including perfluorooctanoic acid (PFOA), perfluorononanoic acid (PFNA), perfluorodecanoic acid (PFDeA), perfluorohexane sulfonic acid (PFHxS), and perfluorooctane sulfonic acid (PFOS), were quantified using high-performance liquid chromatography-tandem mass spectrometry. Survey-weighted logistic regression models were used to assess the relationships between PFAS levels and diabetes risk, adjusting for covariates. Additionally, Bayesian kernel machine regression (BKMR) was used to investigate the combined effects of exposure to mixed PFAS compounds. RESULTS: In the study population excluding participants with diagnosed diabetes (n = 2709), the prevalence of pre-diagnostic diabetes and prediabetes was 4.8% and 30.1%, respectively. Significant positive associations were found between serum PFHxS and PFOS quartiles and pre-diagnostic diabetes risk. Likewise, among those without diagnosed or pre-diagnostic diabetes (n = 2579), the highest quartiles of PFDeA, PFHxS, and PFOS and the overall PFAS level were associated with an increased risk of prediabetes compared with the lowest quartiles. BKMR analysis revealed a significant positive association between overall serum PFAS level and prediabetes risk, which was most marked for PFOS. CONCLUSIONS: These findings highlight the potential health implications of PFAS exposure and prediabetes risk. Further research is needed to validate these associations and identify potential mechanistic pathways.


Subject(s)
Alkanesulfonic Acids , Diabetes Mellitus , Environmental Pollutants , Fluorocarbons , Humans , Fluorocarbons/blood , Middle Aged , Female , Republic of Korea/epidemiology , Male , Diabetes Mellitus/epidemiology , Diabetes Mellitus/blood , Adult , Environmental Pollutants/blood , Alkanesulfonic Acids/blood , Cross-Sectional Studies , Aged , Health Surveys , Environmental Exposure/adverse effects , Prevalence , Caprylates/blood , Prediabetic State/blood , Prediabetic State/epidemiology , Decanoic Acids/blood , Young Adult , Fatty Acids
16.
Int J Cardiol ; 407: 132086, 2024 Jul 15.
Article in English | MEDLINE | ID: mdl-38648915

ABSTRACT

BACKGROUND: Diabetes mellitus (DM) increases the probability of presenting atrial fibrillation (AF) and it is a predictor of its ischemic stroke. There is limited information of the association between glycated hemoglobin (HbA1c) levels and ischemic, embolic or bleeding events in patients with pre-DM and AF. METHODS: To investigate whether the presence of pre-DM in patients with AF predicts ischemic or bleeding events, myocardial infarction or mortality, we performed a retrospective study with a final cohort of 2993 non-diabetic patients with AF and data of glycated hemoglobin (HbA1c). We divided the cohort in two groups: those with normal glucose (n = 1351) and those with pre-diabetes (n = 1642). Incidence rates were calculated as the number of events per 100 person-years and were then compared between groups. Competitive hazard regression analysis for non-fatal events(death as the competing event) and conventional Cox regression for mortality were performed. RESULTS: There was not difference between groups for incidence rates of the different events per 100 person-years. Even considering HbA1c as continuous variable, the unadjusted analysis showed no relation between levels of HbA1c and more risk of events. This association remained not significant after adjustment for CHA2DS2-VASc score, HAS-BLED score and anticoagulation therapy. CONCLUSION: In this study of 2993 non-diabetic patients with new-onset AF, we have not found an association between HbA1c and worse prognosis when it is in the range of pre-diabetes.


Subject(s)
Atrial Fibrillation , Prediabetic State , Humans , Atrial Fibrillation/epidemiology , Atrial Fibrillation/blood , Atrial Fibrillation/diagnosis , Female , Male , Retrospective Studies , Aged , Prediabetic State/epidemiology , Prediabetic State/blood , Prediabetic State/diagnosis , Middle Aged , Glycated Hemoglobin/metabolism , Glycated Hemoglobin/analysis , Predictive Value of Tests , Cohort Studies , Incidence , Risk Factors , Aged, 80 and over , Follow-Up Studies
17.
Nat Med ; 30(5): 1424-1431, 2024 May.
Article in English | MEDLINE | ID: mdl-38589602

ABSTRACT

Plasma fasting glucose (FG) levels play a pivotal role in the diagnosis of prediabetes and diabetes worldwide. Here we investigated FG values using continuous glucose monitoring (CGM) devices in nondiabetic adults aged 40-70 years. FG was measured during 59,565 morning windows of 8,315 individuals (7.16 ± 3.17 days per participant). Mean FG was 96.2 ± 12.87 mg dl-1, rising by 0.234 mg dl-1 per year with age. Intraperson, day-to-day variability expressed as FG standard deviation was 7.52 ± 4.31 mg dl-1. As there are currently no CGM-based criteria for diabetes diagnosis, we analyzed the potential implications of this variability on the classification of glycemic status based on current plasma FG-based diagnostic guidelines. Among 5,328 individuals who would have been considered to have normal FG based on the first FG measurement, 40% and 3% would have been reclassified as having glucose in the prediabetes and diabetes ranges, respectively, based on sequential measurements throughout the study. Finally, we revealed associations between mean FG and various clinical measures. Our findings suggest that careful consideration is necessary when interpreting FG as substantial intraperson variability exists and highlight the potential impact of using CGM data to refine glycemic status assessment.


Subject(s)
Blood Glucose Self-Monitoring , Blood Glucose , Fasting , Prediabetic State , Humans , Blood Glucose/analysis , Middle Aged , Fasting/blood , Adult , Male , Female , Aged , Prediabetic State/diagnosis , Prediabetic State/blood , Blood Glucose Self-Monitoring/methods , Diabetes Mellitus/blood , Diabetes Mellitus/diagnosis , Continuous Glucose Monitoring
18.
Cardiovasc Diabetol ; 23(1): 146, 2024 Apr 29.
Article in English | MEDLINE | ID: mdl-38685051

ABSTRACT

BACKGROUND: The GLP-1 receptor agonist liraglutide is used to treat hyperglycemia in type 2 diabetes but is also known to induce weight loss, preserve the beta cell and reduce cardiovascular risk. The mechanisms underlying these effects are however still not completely known. Herein we explore the effect of liraglutide on markers of immune cell activity in a population of obese individuals with prediabetes or newly diagnosed type 2 diabetes mellitus. METHOD: Plasma levels of the monocyte/macrophage markers, soluble (s)CD163 and sCD14, the neutrophil markers myeloperoxidase (MPO) and neutrophil gelatinase-associated lipocalin (NGAL),the T-cell markers sCD25 and T-cell immunoglobulin mucin domain-3 (sTIM-3) and the inflammatory marker TNF superfamily (TNFSF) member 14 (LIGHT/TNFSF14) were measured by enzyme-linked immunosorbent assays in obese individuals with prediabetes or diabetes diagnosed within the last 12 months, prior to and after comparable weight loss achieved with lifestyle changes (n = 20) or liraglutide treatment (n = 20), and in healthy subjects (n = 13). RESULTS: At baseline, plasma levels of the macrophage marker sCD163, and the inflammatory marker LIGHT were higher in cases as compared to controls. Plasma levels of sCD14, NGAL, sTIM-3 and sCD25 did not differ at baseline between patients and controls. After weight reduction following lifestyle intervention or liraglutide treatment, sCD163 decreased significantly in the liraglutide group vs. lifestyle (between-group difference p = 0.023, adjusted for visceral adipose tissue and triglycerides basal values). MPO and LIGHT decreased significantly only in the liraglutide group (between group difference not significant). Plasma levels of MPO and in particular sCD163 correlated with markers of metabolic dysfunction and inflammation. After weight loss, only sCD163 showed a trend for decreased levels during OGTT, both in the whole cohort as in those of liraglutide vs lifestyle group. CONCLUSION: Weight loss following treatment with liraglutide was associated with reduced circulating levels of sCD163 when compared to the same extent of weight loss after lifestyle changes. This might contribute to reduced cardiometabolic risk in individuals receiving treatment with liraglutide.


Subject(s)
Antigens, CD , Antigens, Differentiation, Myelomonocytic , Biomarkers , Diabetes Mellitus, Type 2 , Incretins , Liraglutide , Obesity , Prediabetic State , Receptors, Cell Surface , Risk Reduction Behavior , Weight Loss , Humans , Liraglutide/therapeutic use , Liraglutide/adverse effects , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/therapy , Weight Loss/drug effects , Male , Middle Aged , Female , Obesity/diagnosis , Obesity/blood , Obesity/therapy , Biomarkers/blood , Antigens, Differentiation, Myelomonocytic/blood , Prediabetic State/blood , Prediabetic State/diagnosis , Prediabetic State/therapy , Prediabetic State/drug therapy , Receptors, Cell Surface/blood , Treatment Outcome , Antigens, CD/blood , Incretins/therapeutic use , Incretins/adverse effects , Incretins/blood , Adult , Case-Control Studies , Time Factors , Down-Regulation , Hypoglycemic Agents/therapeutic use , Hypoglycemic Agents/adverse effects , Aged
19.
Diabetes Obes Metab ; 26(6): 2239-2247, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38454743

ABSTRACT

AIM: The ingestion of Lactiplantibacillus plantarum OLL2712 (OLL2712) cells has been shown to improve glucose metabolism by suppressing chronic inflammation in murine models and clinical studies. This study aimed to clarify the effect of OLL2712 on glycaemic control in healthy adults with prediabetes. MATERIALS AND METHODS: The study was a randomized, double-blind, placebo-controlled, parallel-group design. Adult participants with prediabetes [n = 148, glycated haemoglobin (HbA1c) range: 5.6%-6.4%, age range: 20-64 years] were assigned randomly to placebo or OLL2712 groups (n = 74/group) and administered daily for 12 weeks either conventional yogurt or yogurt containing >5 × 109 heat-treated OLL2712 cells, respectively. In addition, the participants were followed for 8 weeks after the discontinuation of either yogurt. The primary outcome was the changes in HbA1c levels at weeks 12 and 16 by analysis of covariance. RESULTS: The levels of HbA1c and glycoalbumin decreased significantly in both groups at week 12 in comparison with those at week 0, but only in the OLL2712 group at week 16. HbA1c levels decreased significantly at weeks 12 and 16 in the OLL2712 group in comparison with the placebo group (p = .014 and p = .006, respectively). No significant inter- and intragroup differences in HbA1c levels were observed at week 20. CONCLUSIONS: The ingestion of OLL2712 prevents the deterioration of glycaemic control and maintains the HbA1c levels within the normal range in adults with prediabetes; yogurt probably exhibits similar effects, which may contribute to reducing the risk of developing type 2 diabetes.


Subject(s)
Glycated Hemoglobin , Glycemic Control , Prediabetic State , Probiotics , Yogurt , Humans , Double-Blind Method , Probiotics/therapeutic use , Probiotics/administration & dosage , Prediabetic State/diet therapy , Prediabetic State/blood , Prediabetic State/therapy , Adult , Male , Middle Aged , Female , Glycated Hemoglobin/analysis , Glycated Hemoglobin/metabolism , Glycemic Control/methods , Blood Glucose/metabolism , Young Adult , Lactobacillus plantarum
20.
Diabetes Obes Metab ; 26(6): 2275-2283, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38454654

ABSTRACT

AIM: The aim of this study was to investigate the relationship between the haemoglobin glycation index (HGI), and cardiovascular disease (CVD) and all-cause mortality in adults with pre-diabetes and diabetes. METHODS: This study included 10 267 adults with pre-diabetes and diabetes from the National Health and Nutrition Examination Survey (NHANES) 1999-2018. Sex-differentiated relationships between HGI and mortality were elucidated using multivariate Cox proportional hazards models, restricted cubic splines and a two-piecewise Cox proportional hazards model. RESULTS: During the median follow-up time of 103.5 months, a total of 535 CVD deaths and 1918 all-cause deaths were recorded. After multivariate adjustment, in males with pre-diabetes and diabetes, there was a U-shaped relationship between HGI and CVD mortality and all-cause mortality, with threshold points of -0.68 and -0.63, respectively. Before the threshold point, HGI was negatively associated with CVD mortality [hazard ratio (HR) 0.60; 95% confidence interval (CI) 0.41, 0.89] and all-cause mortality (HR 0.56; 95% CI 0.43, 0.74), and after the threshold point, HGI was positively associated with CVD mortality (HR 1.46; 95% CI 1.23, 1.73) and all-cause mortality (HR 1.40; 95% CI 1.23, 1.59). In contrast, HGI had an L-shaped relationship with all-cause mortality and no significant association with CVD mortality in females. To the left of the threshold points, the risk of all-cause mortality decreased (HR 0.50; 95% CI 0.35, 0.71) progressively with increasing HGI. CONCLUSIONS: In the cohort study, HGI in pre-diabetic and diabetic populations was found to have a U-shaped association with CVD mortality and all-cause mortality in males and an L-shaped association with all-cause mortality only in females. Further prospective and mechanistic studies are warranted.


Subject(s)
Cardiovascular Diseases , Cause of Death , Glycated Hemoglobin , Prediabetic State , Humans , Male , Female , Prediabetic State/mortality , Prediabetic State/blood , Prediabetic State/complications , Cardiovascular Diseases/mortality , Cardiovascular Diseases/blood , Middle Aged , Prospective Studies , Glycated Hemoglobin/metabolism , Glycated Hemoglobin/analysis , Adult , Sex Factors , Nutrition Surveys , Risk Factors , Diabetes Mellitus/mortality , Diabetes Mellitus/blood , Aged , Mortality , Cohort Studies , Proportional Hazards Models
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