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1.
Sci Transl Med ; 16(748): eadj3385, 2024 May 22.
Article En | MEDLINE | ID: mdl-38776390

Variation in DNA methylation (DNAmet) in white blood cells and other cells/tissues has been implicated in the etiology of progressive diabetic kidney disease (DKD). However, the specific mechanisms linking DNAmet variation in blood cells with risk of kidney failure (KF) and utility of measuring blood cell DNAmet in personalized medicine are not clear. We measured blood cell DNAmet in 277 individuals with type 1 diabetes and DKD using Illumina EPIC arrays; 51% of the cohort developed KF during 7 to 20 years of follow-up. Our epigenome-wide analysis identified DNAmet at 17 CpGs (5'-cytosine-phosphate-guanine-3' loci) associated with risk of KF independent of major clinical risk factors. DNAmet at these KF-associated CpGs remained stable over a median period of 4.7 years. Furthermore, DNAmet variations at seven KF-associated CpGs were strongly associated with multiple genetic variants at seven genomic regions, suggesting a strong genetic influence on DNAmet. The effects of DNAmet variations at the KF-associated CpGs on risk of KF were partially mediated by multiple KF-associated circulating proteins and KF-associated circulating miRNAs. A prediction model for risk of KF was developed by adding blood cell DNAmet at eight selected KF-associated CpGs to the clinical model. This updated model significantly improved prediction performance (c-statistic = 0.93) versus the clinical model (c-statistic = 0.85) at P = 6.62 × 10-14. In conclusion, our multiomics study provides insights into mechanisms through which variation of DNAmet may affect KF development and shows that blood cell DNAmet at certain CpGs can improve risk prediction for KF in T1D.


DNA Methylation , Diabetes Mellitus, Type 1 , Genetic Variation , Humans , Diabetes Mellitus, Type 1/genetics , Diabetes Mellitus, Type 1/blood , Diabetes Mellitus, Type 1/complications , DNA Methylation/genetics , Male , Female , Renal Insufficiency/genetics , Renal Insufficiency/blood , MicroRNAs/genetics , MicroRNAs/blood , Adult , CpG Islands/genetics , Diabetic Nephropathies/genetics , Diabetic Nephropathies/blood , Risk Factors
2.
Front Endocrinol (Lausanne) ; 15: 1345293, 2024.
Article En | MEDLINE | ID: mdl-38726343

Objective: The activation of platelets in individuals with type 2 diabetes mellitus (T2DM) triggers inflammation and hemodynamic abnormalities, contributing to the development of diabetic kidney disease (DKD). Despite this, research into the relationship between plateletcrit (PCT) levels and DKD is sparse, with inconsistent conclusions drawn regarding the connection between various platelet parameters and DKD. This highlights the necessity for comprehensive, large-scale population studies. Therefore, our objective is to explore the association between PCT levels and various platelet parameters in relation to DKD. Methods: In this cross-sectional study, hematological parameter data were collected from a cohort of 4,302 hospitalized Chinese patients. We analyzed the relationships between PCT, platelet count (PLT), mean platelet volume (MPV), platelet distribution width (PDW), platelet large cell ratio (P-LCR), and DKD, along with the urinary albumin-to-creatinine ratio (UACR), and estimated glomerular filtration rate (eGFR). Receiver operating characteristic (ROC) curve analysis was conducted to evaluate the diagnostic potential of these parameters. Results: DKD patients exhibited significantly higher PCT levels compared to those without DKD. Multivariate regression analysis identified elevated PCT and PLT levels as potential independent risk factors for both DKD and UACR, while lower MPV levels might serve as independent protective factors for eGFR. The areas under the ROC curve for PCT in relation to DKD and UACR (≥30 mg/g) were 0.523 and 0.526, respectively. The area under the ROC curve for PLT in relation to UACR (≥30 mg/g) was 0.523. Conclusion: PCT demonstrates a weak diagnostic value for T2DM patients at risk of developing DKD and experiencing proteinuria, and PLT shows a similarly modest diagnostic utility for detecting proteinuria. These insights contribute to a deeper understanding of the complex dynamics involved in DKD. Additionally, incorporating these markers into routine clinical assessments could enhance risk stratification, facilitating early interventions and personalized management strategies.


Blood Platelets , Diabetes Mellitus, Type 2 , Diabetic Nephropathies , Humans , Cross-Sectional Studies , Male , Female , Diabetic Nephropathies/blood , Diabetic Nephropathies/epidemiology , Diabetic Nephropathies/etiology , Middle Aged , Platelet Count , Prevalence , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/epidemiology , Blood Platelets/metabolism , Blood Platelets/pathology , Aged , Mean Platelet Volume , Glomerular Filtration Rate , Risk Factors , Adult , Biomarkers/blood
3.
J Diabetes Complications ; 38(6): 108765, 2024 Jun.
Article En | MEDLINE | ID: mdl-38749295

BACKGROUND: This post-hoc study investigated whether biomarkers reflecting extracellular matrix (ECM) turnover predicted cardiovascular disease (CVD), mortality, and progression of diabetic kidney disease (DKD) in individuals with type 2 diabetes (T2D) and microalbuminuria. METHODS: Serum levels of specific ECM turnover biomarkers were assessed in 192 participants with T2D and microalbuminuria from an observational study conducted at Steno Diabetes Center Copenhagen from 2007 to 2008. Endpoints included CVD events, mortality, and DKD progression, defined as decline in estimated glomerular filtration rate (eGFR) of >30 %. RESULTS: Participants had a mean age of 59 years, with 75 % males. Over a median follow-up of 4.9 to 6.3 years, the study recorded 38 CVD events, 24 deaths, and 40 DKD events. Elevated levels of a degradation fragment of collagen type I (C1M) were associated with an increased risk of >30 % eGFR decline, although this association was not independent of other risk factors. No significant associations were found between other ECM turnover biomarkers and DKD progression, mortality, or CVD risk. CONCLUSION: Elevated C1M levels were linked to DKD progression in individuals with T2D and microalbuminuria, but not independently of other risk factors. None of the ECM turnover biomarkers were associated with CVD or mortality.


Albuminuria , Biomarkers , Cardiovascular Diseases , Diabetes Mellitus, Type 2 , Diabetic Nephropathies , Disease Progression , Extracellular Matrix Proteins , Humans , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/blood , Male , Middle Aged , Female , Albuminuria/blood , Biomarkers/blood , Aged , Diabetic Nephropathies/blood , Diabetic Nephropathies/diagnosis , Diabetic Nephropathies/epidemiology , Diabetic Nephropathies/physiopathology , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/etiology , Extracellular Matrix Proteins/blood , Denmark/epidemiology , Risk Factors , Glomerular Filtration Rate , Extracellular Matrix/metabolism , Collagen Type I/blood , Diabetic Angiopathies/epidemiology , Diabetic Angiopathies/blood , Diabetic Angiopathies/diagnosis , Follow-Up Studies
4.
Front Endocrinol (Lausanne) ; 15: 1361840, 2024.
Article En | MEDLINE | ID: mdl-38756998

Objective: This current study represents a novel endeavor to scrutinize the correlation between the temporal alteration in serum total bilirubin (TBIL) concentrations and the rate of estimated glomerular filtration rate (eGFR). Additionally, this study aims to probe the plausible molecular mechanism underpinning the renoprotective effects of bilirubin concerning its hormonal characteristics. Materials and methods: In this study, a cohort of 103 patients diagnosed with DKD and receiving medical care at Dongzhimen Hospital were recruited and monitored over a period of 2-7 years. The progression of DKD was ascertained using a threshold of eGFR decline > -5.48%/year. To assess the relationship between the annual change in serum TBIL levels (%/year) and the slope of eGFR, multivariate binary logistic regression analysis was employed. Furthermore, the ROC curve analysis was employed to determine the cut-off value for TBIL levels (%/year). Results: The use of multivariate binary logistic regression models revealed that serum TBIL levels (%/year) exhibited a significant correlation with the slope of eGFR. Moreover, the ROC curve analysis indicated a cut-off value of -6.729%/year for TBIL levels (%/year) with a sensitivity of 0.75 and specificity of 0.603, in diagnosing eGFR decline >-5.48%/year. Conclusions: The findings of this study suggest that the sustained elevation of serum bilirubin concentration within the physiological range can effectively retard the progression of Diabetic Kidney Disease (DKD). Furthermore, the hormonal attributes of bilirubin may underlie its renoprotective effects.


Bilirubin , Diabetic Nephropathies , Glomerular Filtration Rate , Humans , Bilirubin/blood , Male , Female , Diabetic Nephropathies/blood , Middle Aged , Aged , Adult , Disease Progression , Cohort Studies
5.
BMJ Open Diabetes Res Care ; 12(3)2024 May 30.
Article En | MEDLINE | ID: mdl-38816205

INTRODUCTION: ACE cleaves angiotensin I (Ang I) to angiotensin II (Ang II) inducing vasoconstriction via Ang II type 1 (AT1) receptor, while ACE2 cleaves Ang II to Ang (1-7) causing vasodilatation by acting on the Mas receptor. In diabetic kidney disease (DKD), it is still unclear whether plasma or urine ACE2 levels predict renal outcomes or not. RESEARCH DESIGN AND METHODS: Among 777 participants with diabetes enrolled in the Urinary biomarker for Continuous And Rapid progression of diabetic nEphropathy study, the 296 patients followed up for 9 years were investigated. Plasma and urinary ACE2 levels were measured by the ELISA. The primary end point was a composite of a decrease of estimated glomerular filtration rate (eGFR) by at least 30% from baseline or initiation of hemodialysis or peritoneal dialysis. The secondary end points were a 30% increase or a 30% decrease in albumin-to-creatinine ratio from baseline to 1 year. RESULTS: The cumulative incidence of the renal composite outcome was significantly higher in group 1 with lowest tertile of plasma ACE2 (p=0.040). Group 2 with middle and highest tertile was associated with better renal outcomes in the crude Cox regression model adjusted by age and sex (HR 0.56, 95% CI 0.31 to 0.99, p=0.047). Plasma ACE2 levels demonstrated a significant association with 30% decrease in ACR (OR 1.46, 95% CI 1.044 to 2.035, p=0.027) after adjusting for age, sex, systolic blood pressure, hemoglobin A1c, and eGFR. CONCLUSIONS: Higher baseline plasma ACE2 levels in DKD were protective for development and progression of albuminuria and associated with fewer renal end points, suggesting plasma ACE2 may be used as a prognosis marker of DKD. TRIAL REGISTRATION NUMBER: UMIN000011525.


Angiotensin-Converting Enzyme 2 , Biomarkers , Diabetic Nephropathies , Glomerular Filtration Rate , Peptidyl-Dipeptidase A , Humans , Male , Female , Diabetic Nephropathies/blood , Diabetic Nephropathies/etiology , Diabetic Nephropathies/diagnosis , Angiotensin-Converting Enzyme 2/blood , Biomarkers/blood , Middle Aged , Peptidyl-Dipeptidase A/blood , Aged , Prognosis , Disease Progression , Follow-Up Studies
6.
J Diabetes Res ; 2024: 1222395, 2024.
Article En | MEDLINE | ID: mdl-38725443

This study is aimed at assessing the impact of soluble dietary fiber inulin on the treatment of diabetes-related chronic inflammation and kidney injury in mice with type 2 diabetes (T2DM). The T2DM model was created by feeding the Institute of Cancer Research (ICR) mice a high-fat diet and intraperitoneally injecting them with streptozotocin (50 mg/kg for 5 consecutive days). The thirty-six ICR mice were divided into three dietary groups: the normal control (NC) group, the T2DM (DM) group, and the DM + inulin diet (INU) group. The INU group mice were given inulin at the dose of 500 mg/kg gavage daily until the end of the 12th week. After 12 weeks, the administration of inulin resulted in decreased serum levels of fasting blood glucose (FBG), low-density lipoprotein cholesterol (LDL-C), blood urea nitrogen (BUN), and creatinine (CRE). The administration of inulin not only ameliorated renal injury but also resulted in a reduction in the mRNA expressions of inflammatory factors in the spleen and serum oxidative stress levels, when compared to the DM group. Additionally, inulin treatment in mice with a T2DM model led to a significant increase in the concentrations of three primary short-chain fatty acids (SCFAs) (acetic acid, propionic acid, and butyric acid), while the concentration of advanced glycation end products (AGEs), a prominent inflammatory factor in diabetes, exhibited a significant decrease. The results of untargeted metabolomics indicate that inulin has the potential to alleviate inflammatory response and kidney damage in diabetic mice. This beneficial effect is attributed to its impact on various metabolic pathways, including glycerophospholipid metabolism, taurine and hypotaurine metabolism, arginine biosynthesis, and tryptophan metabolism. Consequently, oral inulin emerges as a promising treatment option for diabetes and kidney injury.


Blood Glucose , Diabetes Mellitus, Experimental , Diabetes Mellitus, Type 2 , Inflammation , Inulin , Kidney , Metabolomics , Mice, Inbred ICR , Oxidative Stress , Animals , Inulin/pharmacology , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/metabolism , Diabetes Mellitus, Experimental/blood , Diabetes Mellitus, Experimental/drug therapy , Diabetes Mellitus, Experimental/complications , Diabetes Mellitus, Experimental/metabolism , Mice , Male , Blood Glucose/metabolism , Blood Glucose/drug effects , Kidney/drug effects , Kidney/metabolism , Kidney/pathology , Oxidative Stress/drug effects , Diabetic Nephropathies/drug therapy , Diabetic Nephropathies/metabolism , Diabetic Nephropathies/blood , Diabetic Nephropathies/pathology , Fatty Acids, Volatile/metabolism , Diet, High-Fat , Blood Urea Nitrogen
7.
Ugeskr Laeger ; 186(20)2024 May 13.
Article Da | MEDLINE | ID: mdl-38808757

Assessment and treatment of hyperglycaemia in people with diabetes and chronic kidney disease (CKD) are challenging. In advanced CKD HbA1c can be unreliable, and treatment adjustments should be supported by other glucose measurements (e.g., continuous glucose monitoring (CGM) or blood glucose measurements). Glucose-lowering treatments should be evaluated based on CKD and an individualised assessment of risk factors especially hypoglycaemia. This review aims at providing an overview of the options for glycaemic monitoring and glucose-lowering treatments in people with diabetes and CKD.


Hyperglycemia , Hypoglycemic Agents , Renal Insufficiency, Chronic , Humans , Renal Insufficiency, Chronic/complications , Renal Insufficiency, Chronic/blood , Hyperglycemia/complications , Hypoglycemic Agents/therapeutic use , Blood Glucose/metabolism , Blood Glucose/analysis , Blood Glucose Self-Monitoring , Glycated Hemoglobin/analysis , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus/blood , Diabetes Mellitus/drug therapy , Diabetic Nephropathies/complications , Diabetic Nephropathies/blood , Risk Factors
8.
J Pak Med Assoc ; 74(5): 862-867, 2024 May.
Article En | MEDLINE | ID: mdl-38783431

Objectives: To determine the association of triglyceride-glucose index with homeostasis model assessment of insulin resistance in type 2 diabetes mellitus patients, and to determine the association of triglyceride-glucose index with urinary albumin-to-creatinine ratio for predicting diabetic nephropathy. METHODS: The observational, cross-sectional study was conducted from September 2021 to September 2022 at the Department of Chemical Pathology, Pakistan Railway Hospital, Rawalpindi, Pakistan and comprised recently-diagnosed type 2 diabetes mellitus patients. Recorded data included age, gender, vitals, diabetes duration, body mass index and other pertinent demographic and clinical information. Measurements included spot urine albumin-to-creatinine ratio, triglycerideglucose index, homeostasis model assesment of insulin resistance as well as fasting serum insulin, fasting plasma glucose, glycosylated haemoglobin, triglycerides, total cholesterol and serum creatinine. On the basis of triglyceride-glucose index scores, the participants were divided into 4 quartiles; Q1=4.5-5, Q2=5.1-5.5, Q3=5.6-6, and Q4=>6. Data was analysed using SPSS 26. RESULTS: Of the 218 patients, 141(64.7%) were females and 77(35.3%) were males. The overall mean age was 49.22±11.46 years. There were 102(46.8%) overweight patients, 33(15.1%) obese and 82(37.2%) had normal weight. There were 58(26.6%) patients in Q1, 86(39.4%) in Q2, 46(21.1%) in Q3 and 28(12.8%) in Q4. Those in Q4 showed elevated fasting plasma glucose, glycated haemoglobin, triglycerides, total cholesterol, low-density lipoprotein cholesterol, homeostasis model assessment of insulin resistance and urine albumin-to-creatinine ratio (p<0.05), as well as low values for high-density lipoprotein cholesterol and estimated glomerular filtration rate(p<0.05). Fasting serum insulin was negatively linked to glycated haemoglobin (r=-0.12, p=0.07). Triglyceride-glucose index (r=0.76, p<0.001), homeostasis model assessment of insulin resistance (r=0.48, p<0.001), and urine albumin-to-creatinine ratio (r=0.10,p=0.05) positively correlated with glycated haemoglobin. Fasting serum insulin (r=-0.13, p=0.05), negatively correlated with triglyceride-glucose index, while homeostasis model assessment of insulin resistance (r= 0.32, p<0.001) and urine albumin-to-creatinine ratio (r=0.28, p=0.05) had a positive correlation. The estimated glomerular filtration rate was significantly positively linked with fasting serum insulin (r=0.05, p=0.05), and correlated significantly negatively with triglyceride-glucose index (r=-0.35, p=0.01), homeostasis model assessment of insulin resistance (r=-0.01, p=0.86) and urine albumin-to-creatinine ratio (r=-0.02, p=0.8). CONCLUSIONS: The triglyceride-glucose index showed a strong association with homeostasis model assessment of insulin resistance, and surpassed it in terms of predicting diabetic nephropathy in type 2 diabetes mellitus patients.


Biomarkers , Blood Glucose , Creatinine , Diabetes Mellitus, Type 2 , Diabetic Nephropathies , Homeostasis , Insulin Resistance , Triglycerides , Humans , Male , Female , Triglycerides/blood , Middle Aged , Diabetic Nephropathies/diagnosis , Diabetic Nephropathies/physiopathology , Diabetic Nephropathies/blood , Diabetic Nephropathies/epidemiology , Diabetes Mellitus, Type 2/epidemiology , Cross-Sectional Studies , Blood Glucose/metabolism , Blood Glucose/analysis , Adult , Biomarkers/blood , Biomarkers/urine , Creatinine/blood , Creatinine/urine , Albuminuria , Pakistan/epidemiology , Glycated Hemoglobin/metabolism , Glycated Hemoglobin/analysis , Cholesterol/blood
9.
PLoS One ; 19(5): e0299240, 2024.
Article En | MEDLINE | ID: mdl-38743736

The goal of this study was to evaluate the relationship between serum lipoprotein(a) [Lp(a)] levels and diabetic nephropathy (DN) among Han Chinese individuals with type 2 diabetes mellitus (T2DM). This retrospective analysis comprised a consecutive case series of 767 grown-up patients with T2DM (199 among them with DN) hospitalized in the Department of Endocrinology at the The First Affiliated Hospital of Anhui Medical University from February 20220 to February 2021. Clinical data and other laboratory measurements, such as glycated hemoglobin (HbA1c), were extracted from medical records and compared among groups. Clinical characteristics according to Lp(a) quartiles were also studied. Univariate and multivariate regression analysis were used to examine the relationship between serum Lp(a) and DN. Patients with DN had a longer disease duration, higher HbA1c, higher level of Lp(a), and were more likely to have diabetic retinopathy (DR) than those without DN (P < 0.005 for each). With regard to the Lp(a) quartile group, patients with a higher Lp(a) concentration were more likely to have DN and have higher level of HbA1c during the study (P for trend < 0.005 for each). After adjusting for several confounding factors, the development of DN was significantly associated with the serum Lp(a) level (P = 0.026, comparing the 4th vs 1st quartile of Lp(a)) according to multivariate regression analysis. The receiver operating characteristic (ROC) curves for DN development using serum Lp(a) showed that the area under the receiver operating characteristic curves (AUC) was 0.590 (P < 0.001). Findings from this study demonstrated that the DN was independently associated with the serum Lp(a) level in patients with T2DM in this retrospective study.


Diabetes Mellitus, Type 2 , Diabetic Nephropathies , Lipoprotein(a) , Humans , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/complications , Lipoprotein(a)/blood , Male , Female , Diabetic Nephropathies/blood , Diabetic Nephropathies/diagnosis , Middle Aged , Retrospective Studies , Aged , Glycated Hemoglobin/analysis , Glycated Hemoglobin/metabolism , Asian People , China/epidemiology , East Asian People
10.
Diabetes Metab Syndr ; 18(4): 103005, 2024 Apr.
Article En | MEDLINE | ID: mdl-38615570

OBJECTIVE: The hemoglobin A1c (HbA1c) diagnostic threshold for type 2 diabetes (T2D) of 6.5 % (48 mmol/mol) was based on the prevalence of retinopathy found in populations not known to have T2D. It is unclear if nephropathy has a similar HbA1c threshold, partly because it is a rarer complication of early diabetes. This cohort study investigated a very high diabetes prevalence population to determine if a better diagnostic HbA1c value can be established for predicting nephropathy rather than retinopathy in subjects without T2D. METHODS: The urine albumin:creatinine ratios (UACRs) of 2920 healthy individuals from the Qatar Biobank who had an HbA1c ≥ 5.6 %. were studied. Nephropathy was defined as a UACR≥30 mg/g and its prediction by HbA1c was assessed using cut-points ranging from 5.7 to 7.0 % to dichotomize high from low HbA1c. RESULTS: Although there was a significant trend for an increased prevalence of abnormal UACR as the HbA1c threshold increased (p < 0.01), significance was due mostly to subjects with HbA1c ≥ 7.0 % (53 mmol/mol). The odds ratios for abnormal UACR were similar over the 5.7-6.9 % HbA1c threshold range, with a narrow odds ratio range of 1.2-1.6. Utilizing area-under-receiver-operating characteristic curves, no HbA1c threshold <7.0 % was identified as the best predictor of nephropathy. CONCLUSION: Even in a population with a high prevalence of known and unknown diabetes, no HbA1c threshold <7.0 % could be found predicting an increased prevalence of nephropathy. This means there is not a requirement to change the existing retinopathy-based HbA1c threshold of 6.5 % to also accommodate diabetes nephropathy risk.


Diabetes Mellitus, Type 2 , Diabetic Nephropathies , Glycated Hemoglobin , Humans , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/epidemiology , Glycated Hemoglobin/analysis , Male , Female , Middle Aged , Diabetic Nephropathies/diagnosis , Diabetic Nephropathies/epidemiology , Diabetic Nephropathies/etiology , Diabetic Nephropathies/blood , Prognosis , Biomarkers/blood , Biomarkers/analysis , Follow-Up Studies , Qatar/epidemiology , Adult , Albuminuria/diagnosis , Cohort Studies , Prevalence , Aged
11.
Front Endocrinol (Lausanne) ; 15: 1367376, 2024.
Article En | MEDLINE | ID: mdl-38660516

Background: The systemic immuno-inflammation index (SII), neutrophil-to-lymphocyte ratio (NLR), and platelet-to-lymphocyte ratio (PLR) are widely used and have been shown to be predictive indicators of various diseases. Diabetic nephropathy (DN), retinopathy (DR), and peripheral neuropathy (DPN) are the most prominent and common microvascular complications, which have seriously negative impacts on patients, families, and society. Exploring the associations with these three indicators and diabetic microvascular complications are the main purpose. Methods: There were 1058 individuals with type 2 diabetes mellitus (T2DM) in this retrospective cross-sectional study. SII, NLR, and PLR were calculated. The diseases were diagnosed by endocrinologists. Logistic regression and subgroup analysis were applied to evaluate the association between SII, NLP, and PLR and diabetic microvascular complications. Results: SII, NLR, and PLR were significantly associated with the risk of DN [odds ratios (ORs): 1.52, 1.71, and 1.60, respectively] and DR [ORs: 1.57, 1.79, and 1.55, respectively] by multivariate logistic regression. When NLR ≥2.66, the OR was significantly higher for the risk of DPN (OR: 1.985, 95% confidence interval: 1.29-3.05). Subgroup analysis showed no significant positive associations across different demographics and comorbidities, including sex, age, hypertension, HbA1c (glycated hemoglobin), and dyslipidemia. Conclusion: This study found a positive relationship between NLR and DN, DR, and DPN. In contrast, SII and PLR were found to be only associated with DN and DR. Therefore, for the diagnosis of diabetic microvascular complications, SII, NLR and PLR are highly valuable.


Blood Platelets , Diabetes Mellitus, Type 2 , Diabetic Angiopathies , Lymphocytes , Neutrophils , Humans , Male , Female , Middle Aged , Neutrophils/pathology , Retrospective Studies , Cross-Sectional Studies , Lymphocytes/pathology , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/blood , Diabetic Angiopathies/blood , Diabetic Angiopathies/diagnosis , Diabetic Angiopathies/immunology , Diabetic Angiopathies/pathology , Blood Platelets/pathology , Aged , Inflammation/blood , Inflammation/pathology , Diabetic Neuropathies/blood , Diabetic Neuropathies/pathology , Diabetic Neuropathies/etiology , Diabetic Neuropathies/diagnosis , Diabetic Retinopathy/blood , Diabetic Retinopathy/diagnosis , Diabetic Retinopathy/immunology , Diabetic Nephropathies/blood , Diabetic Nephropathies/pathology , Diabetic Nephropathies/diagnosis , Lymphocyte Count , Platelet Count , Adult
12.
Cardiovasc Diabetol ; 23(1): 142, 2024 Apr 25.
Article En | MEDLINE | ID: mdl-38664793

BACKGROUND: This study was designed to assess the associations between emerging cardiometabolic indices-the atherogenic index of plasma (AIP), the stress hyperglycemia ratio (SHR), the triglyceride-glucose (TyG) index, and the homeostasis model assessment of insulin resistance (HOMA-IR)-and the incidence of diabetic kidney disease (DKD) in type 2 diabetes (T2D) patients. METHODS: We consecutively enrolled 4351 T2D patients. The AIP, SHR, TyG index, and HOMA-IR were calculated from baseline parameters. DKD was defined as a urine albumin/creatinine ratio > 30 mg/g or an eGFR < 60 mL/min per 1.73 m. All participants were categorized into tertiles based on the cardiometabolic indices. Multivariate logistic regression models, restricted cubic splines, and receiver operating characteristic (ROC) curves were used for analysis. RESULTS: A total of 1371 (31.5%) patients were diagnosed with DKD. A restricted cubic spline showed a J-shaped association of the AIP and TyG index with DKD, a log-shaped association between HOMA-IR and DKD, and a U-shaped association between the SHR and DKD incidence. Multivariate logistic regression revealed that individuals in the highest tertile of the four cardiometabolic indices had a significantly greater risk of DKD than did those in the lowest tertile (AIP: OR = 1.08, 95% CI = 1.02-1.14, P = 0.005; SHR: OR = 1.42, 95% CI = 1.12-1.81, P = 0.004; TyG index: OR = 1.86, 95% CI = 1.42-2.45, P < 0.001; HOMA-IR: OR = 2.24, 95% CI = 1.52-3.30, P < 0.001). The receiver operating characteristic curves showed that the HOMA-IR score was better than other indices at predicting the risk of DKD, with an optimal cutoff of 3.532. CONCLUSIONS: Elevated AIP, SHR, TyG index and HOMA-IR are associated with a greater risk of DKD in patients with T2D. Among these indices, the HOMA-IR score demonstrated the strongest association with and predictive value for DKD incidence.


Biomarkers , Blood Glucose , Diabetes Mellitus, Type 2 , Diabetic Nephropathies , Insulin Resistance , Humans , Diabetes Mellitus, Type 2/epidemiology , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/blood , Male , Female , Middle Aged , Risk Assessment , Incidence , Diabetic Nephropathies/epidemiology , Diabetic Nephropathies/diagnosis , Diabetic Nephropathies/blood , Aged , Biomarkers/blood , Blood Glucose/metabolism , Triglycerides/blood , Cardiometabolic Risk Factors , Cross-Sectional Studies , Predictive Value of Tests , Prognosis , Risk Factors
13.
J Am Heart Assoc ; 13(9): e033236, 2024 May 07.
Article En | MEDLINE | ID: mdl-38686902

BACKGROUND: Both high and low levels of serum potassium measurements are linked with a higher risk of adverse clinical events among patients with type 2 diabetes. The study was aimed at evaluating the implications of the various degrees of initial estimated glomerular filtration rate (eGFR) change on subsequent serum potassium homeostasis following sodium-glucose cotransporter-2 inhibitor (SGLT2i) initiation among patients with type 2 diabetes. METHODS AND RESULTS: We used medical data from a multicenter health care provider in Taiwan and recruited 5529 patients with type 2 diabetes with baseline/follow-up eGFR data available after 4 to 12 weeks of SGLT2i treatment from June 1, 2016, to December 31, 2018. SGLT2i treatment was associated with an initial mean (SEM) eGFR decline of -3.5 (0.2) mL/min per 1.73 m2 in overall study participants. A total of 36.7% (n=2028) of patients experienced no eGFR decline, and 57.9% (n=3201) and 5.4% (n=300) of patients experienced an eGFR decline of 0% to 30% and >30%, respectively. Patients with an initial eGFR decline of >30% were associated with higher variability in consequent serum potassium measurement when compared with those without an initial eGFR decline. Participants with a pronounced eGFR decline of >30% were associated with a higher risk of hyperkalemia ≥5.5 (adjusted hazard ratio,4.59 [95% CI, 2.28-9.26]) or use of potassium binder (adjusted hazard ratio, 2.65 [95% CI, 1.78-3.95]) as well as hypokalemia events <3.0 mmol/L (adjusted hazard ratio, 3.21 [95% CI, 1.90-5.42]) or use of potassium supplement (adjusted hazard ratio, 1.87 [95% CI, 1.37-2.56]) following SGLT2i treatment after multivariate adjustment. CONCLUSIONS: Physicians should be aware that the eGFR trough occurs shortly, and consequent serum potassium changes following SGLT2i initiation.


Diabetes Mellitus, Type 2 , Glomerular Filtration Rate , Potassium , 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/blood , Diabetes Mellitus, Type 2/diagnosis , Female , Middle Aged , Potassium/blood , Taiwan/epidemiology , Aged , Risk Factors , Biomarkers/blood , Risk Assessment , Hyperkalemia/chemically induced , Hyperkalemia/blood , Hyperkalemia/epidemiology , Kidney/physiopathology , Kidney/drug effects , Retrospective Studies , Hypokalemia/chemically induced , Hypokalemia/blood , Hypokalemia/epidemiology , Time Factors , Treatment Outcome , Diabetic Nephropathies/blood , Diabetic Nephropathies/diagnosis
14.
Diabetes Obes Metab ; 26(6): 2082-2091, 2024 Jun.
Article En | MEDLINE | ID: mdl-38409633

AIM: The wealth of data generated by continuous glucose monitoring (CGM) provides new opportunities for revealing heterogeneities in patients with type 2 diabetes mellitus (T2DM). We aimed to develop a method using CGM data to discover T2DM subtypes and investigate their relationship with clinical phenotypes and microvascular complications. METHODS: The data from 3119 patients with T2DM who wore blinded CGM at an academic medical centre was collected, and a glucose symbolic pattern (GSP) metric was created that combined knowledge-based temporal abstraction with numerical vectorization. The k-means clustering was applied to GSP to obtain subgroups of patients with T2DM. Clinical characteristics and the presence of diabetic retinopathy and albuminuria were compared among the subgroups. The findings were validated in an independent population comprising 773 patients with T2DM. RESULTS: By using GSP, four subgroups were identified with distinct features in CGM profiles and parameters. Moreover, the clustered subgroups differed significantly in clinical phenotypes, including indices of pancreatic ß-cell function and insulin resistance (all p < .001). After adjusting for confounders, group C (the most insulin resistant) had a significantly higher risk of albuminuria (odds ratio = 1.24, 95% confidence interval: 1.03-1.39) relative to group D, which had the best glucose control. These findings were confirmed in the validation set. CONCLUSION: Subtyping patients with T2DM using CGM data may help identify high-risk patients for microvascular complications and provide insights into the underlying pathophysiology. This method may help refine clinically meaningful stratification of patients with T2DM and inform personalized diabetes care.


Albuminuria , Blood Glucose Self-Monitoring , Blood Glucose , Diabetes Mellitus, Type 2 , Humans , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/complications , Female , Male , Middle Aged , Blood Glucose/metabolism , Blood Glucose/analysis , Albuminuria/blood , Aged , Diabetic Retinopathy/blood , Diabetic Retinopathy/etiology , Diabetic Retinopathy/diagnosis , Diabetic Retinopathy/epidemiology , Insulin Resistance , Diabetic Nephropathies/blood , Diabetic Nephropathies/diagnosis , Adult , Continuous Glucose Monitoring
15.
Clin Exp Nephrol ; 28(5): 421-430, 2024 May.
Article En | MEDLINE | ID: mdl-38402497

BACKGROUND: Amphiregulin (AREG) is a ligand of epidermal growth factor receptor (EGFR), which plays an important role in injury-induced kidney fibrosis. However, the clinical significance of serum soluble AREG in chronic kidney disease (CKD) is unclear. In this study, we elucidated the clinical significance of serum soluble AREG in CKD by analyzing the association of serum soluble AREG levels with renal function and other clinical parameters in patients with CKD. METHODS: In total, 418 Japanese patients with CKD were enrolled, and serum samples were collected for the determination of soluble AREG and creatinine (Cr) levels, and other clinical parameters. Additionally, these parameters were evaluated after 2 and 3 years. Moreover, immunohistochemical assay was performed ate AREG expression in the kidney tissues of patients with CKD. RESULTS: Soluble AREG levels were positively correlated with serum Cr (p < 0.0001). Notably, initial AREG levels were positively correlated with changes in renal function (ΔCr) after 2 (p < 0.0001) and 3 years (P = 0.048). Additionally, soluble AREG levels were significantly higher (p < 0.05) in patients with diabetic nephropathy or primary hypertension. Moreover, AREG was highly expressed in renal tubular cells in patients with advanced CKD, but only weakly expressed in patients with preserved renal function. CONCLUSION: Serum soluble AREG levels were significantly correlated with renal function, and changes in renal function after 2 and 3 years, indicating that serum soluble AREG levels might serve as a biomarker of renal function and renal prognosis in CKD.


Amphiregulin , Creatinine , Renal Insufficiency, Chronic , Humans , Amphiregulin/blood , Renal Insufficiency, Chronic/blood , Renal Insufficiency, Chronic/diagnosis , Male , Female , Middle Aged , Aged , Creatinine/blood , Biomarkers/blood , Glomerular Filtration Rate , Kidney/physiopathology , Kidney/metabolism , Kidney/pathology , Adult , Diabetic Nephropathies/blood , Diabetic Nephropathies/diagnosis , Hypertension , Clinical Relevance
16.
Am Heart J ; 271: 38-47, 2024 May.
Article En | MEDLINE | ID: mdl-38401646

BACKGROUND: Circulating concentrations of vascular endothelial growth factor (VEGF) family members may be abnormally elevated in type 2 diabetes (T2D). The roles of placental growth factor (PlGF), soluble fms-like tyrosine kinase-1 (sFLT-1), and VEGF-A in cardio-renal complications of T2D are not established. METHOD: The 2602 individuals with diabetic kidney disease (DKD) from the Canagliflozin and Renal Events in Diabetes with Established Nephropathy Clinical Evaluation trial were randomized to receive canagliflozin or placebo and followed for incident cardio-renal outcomes. PlGF, sFLT-1, and VEGF-A were measured at baseline, year 1, and year 3. Primary outcome was a composite of end-stage kidney disease, doubling of the serum creatinine, or renal/cardiovascular death. Cox proportional hazard regression was used to investigate the association between biomarkers with adverse clinical events. RESULTS: At baseline, individuals with higher PlGF levels had more prevalent cardiovascular disease compared to those with lower values. Treatment with canagliflozin did not meaningfully change PlGF, sFLT-1, and VEGF-A concentrations at years 1 and 3. In a multivariable model, 1 unit increases in baseline log PlGF (hazard ratio [HR]: 1.76, 95% confidence interval [CI]: 1.23, 2.54, P-value = .002), sFLT-1 (HR: 3.34, [95% CI: 1.71, 6.52], P-value < .001), and PlGF/sFLT-1 ratio (HR: 4.83, [95% CI: 0.86, 27.01], P-value = .07) were associated with primary composite outcome, while 1 unit increase in log VEGF-A did not increase the risk of primary outcome (HR: 0.96 [95% CI: 0.81, 1.07]). Change by 1 year of each biomarker was also assessed: HR (95% CI) of primary composite outcome was 2.45 (1.70, 3.54) for 1 unit increase in 1-year concentration of log PlGF, 4.19 (2.18, 8.03) for 1 unit increase in 1-year concentration of log sFLT-1, and 21.08 (3.79, 117.4) for 1 unit increase in 1-year concentration of log PlGF/sFLT-1. Increase in 1-year concentrations of log VEGF-A was not associated with primary composite outcome (HR: 1.08, [95% CI: 0.93, 1.24], P-value = .30). CONCLUSIONS: People with T2D and DKD with elevated levels of PlGF, sFLT-1, and PlGF/sFLT-1 ratio were at a higher risk for cardiorenal events. Canagliflozin did not meaningfully decrease concentrations of PlGF, sFLT-1, and VEGF-A. CLINICAL TRIAL: CREDENCE, https://clinicaltrials.gov/ct2/show/NCT02065791.


Biomarkers , Canagliflozin , Cardiovascular Diseases , Diabetes Mellitus, Type 2 , Placenta Growth Factor , Vascular Endothelial Growth Factor A , Vascular Endothelial Growth Factor Receptor-1 , Aged , Female , Humans , Male , Middle Aged , Biomarkers/blood , Canagliflozin/therapeutic use , Cardiovascular Diseases/blood , Cardiovascular Diseases/epidemiology , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/blood , Diabetic Nephropathies/blood , Diabetic Nephropathies/epidemiology , Kidney Failure, Chronic/complications , Kidney Failure, Chronic/blood , Placenta Growth Factor/blood , Risk Factors , Sodium-Glucose Transporter 2 Inhibitors/therapeutic use , Vascular Endothelial Growth Factor A/blood , Vascular Endothelial Growth Factor Receptor-1/blood
17.
Ir J Med Sci ; 193(3): 1283-1287, 2024 Jun.
Article En | MEDLINE | ID: mdl-38366276

OBJECTIVE: The aim of this study was to evaluate the relationship between monocyte/high-density lipoprotein (HDL) ratio (MHR), an inflammatory marker, and diabetic nephropathy (DN), a microvascular complication of diabetes in diabetic patients and to investigate the effect of sodium-glucose co-transporter 2 inhibitors (SGLT2i) on MHR. MATERIAL AND METHODS: The study included 119 diabetic patients. Hemogram, glucose, HbA1c, urea, creatinine, albumin, HDL cholesterol, LDL cholesterol, triglycerides, total cholesterol, MHR, NLR (neutrophil-lymphocyte ratio), and CRP parameters were evaluated in blood parameters taken after 8-10 h of fasting before and 6 months after SGLT2 inhibitor use, and albumin, creatinine, and albumin/creatinine parameters were evaluated in urine samples. Parameters were compared according to nephropathy status and SGLT2i type used. RESULTS: The MHR in diabetic nephropathy (DN (+)) patients was significantly higher than in DN (-) patients (p = 0.005). There was no significant difference in NLR value in both groups. The MHR value decreased significantly after the use of SGLT2i in all patients participating in the study (p = 0.01). NLR value decreased in DN (-) patients after SGLT2i use. No difference was observed in DN (+) patients. CONCLUSION: In this study, results supporting the relationship between DN and MHR and the effect of SGLT2i drugs on MHR were found. The use of MHR value as a marker in clinical course monitoring and shaping the treatment according to these markers may be useful in terms of prediction and treatment of complications.


Diabetes Mellitus, Type 2 , Diabetic Nephropathies , Sodium-Glucose Transporter 2 Inhibitors , Humans , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/drug therapy , Sodium-Glucose Transporter 2 Inhibitors/therapeutic use , Female , Male , Diabetic Nephropathies/blood , Middle Aged , Aged , Monocytes , Lipoproteins, HDL/blood , Biomarkers/blood , Biomarkers/urine
18.
Ren Fail ; 45(1): 2215880, 2023 Dec.
Article En | MEDLINE | ID: mdl-37246753

PURPOSE: The purpose of this study was to investigate the association between serum proprotein convertase subtilisin/kexin type 9 (PCSK9) levels and renal function impairment in type 2 diabetes mellitus (T2DM) patients. METHODS: PCSK9 levels were measured in T2DM patients, streptozotocin plus high-fat diet (STZ + HFD) mice, human proximal tubular epithelial (HK-2) cells treated with high glucose plus palmitic acid (HGPA) and the corresponding control groups. The T2DM patients were further divided into three groups according to serum PCSK9 levels. An analysis of clinical data was conducted, and a binary logistic regression model was used to test the relationship between potential predictors and urine albumin/urine creatinine ratio (UACR) and estimated glomerular filtration rate (eGFR). RESULTS: PCSK9 levels were higher in the DM group than in the control group in humans, mice and HK-2 cells. The systolic blood pressure (SBP), serum creatinine (Scr), blood urea nitrogen (BUN), triglyceride (TG), and urine α1-MG/urine creatinine ratio (UαCR) values in PCSK9 tertile 3 were significantly higher than those in PCSK9 tertile 1 (p < 0.05). The DBP and UACR values were significantly higher in PCSK9 tertile 3 than in PCSK9 tertile 1 and PCSK9 tertile 2 (both p < 0.05). In addition, URCR values were significantly higher in PCSK9 tertile 3 and PCSK9 tertile 2 than in PCSK9 tertile 1 (both p < 0.05). Serum PCSK9 levels were positively correlated with SBP, Scr, BUN, TG, URCR, UαCR and UACR but inversely correlated with eGFR. In STZ + HFD mice, serum PCSK9 levels were positively correlated with Scr, BUN and UACR, which was consistent with the findings in the patients. A logistic regression model revealed that serum PCSK9 is an independent risk factor for UACR ≥30 mg/g and eGFR <60 mL/min/1.73 m2. The ROC curve showed that 170.53 ng/mL and 337.26 ng/mL PCSK9 were the best cutoff values for UACR ≥30 mg/g and eGFR <60 mL/min/1.73 m2, respectively. CONCLUSION: Serum PCSK9 levels are associated with renal function impairment in T2DM patients and in some patients lower PCSK9 may be helpful to decrease chronic kidney disease.


Diabetes Mellitus, Type 2 , Diabetic Nephropathies , Proprotein Convertase 9 , Humans , Diabetes Mellitus, Type 2/blood , Proprotein Convertase 9/blood , Animals , Mice , Cell Line , Disease Models, Animal , Kidney/physiopathology , Diabetic Nephropathies/blood , Young Adult , Adult , Middle Aged , Aged , Mice, Inbred C57BL , Albumins , Glomerular Filtration Rate
19.
Dis Markers ; 2022: 4428484, 2022.
Article En | MEDLINE | ID: mdl-35756496

Objective: To assess the prognostic value of serum interleukin-6 (IL-6), nuclear factor-κB (NF-κB), and monocyte chemoattractant protein 1(MCP-1) assay in patients with diabetic nephropathy. Methods: From May 2019 to March 2020, 104 patients with diabetic nephropathy treated in our institution assessed for eligibility were recruited and assigned at a ratio of 1 : 1 to either the observation group ([urinary albumin excretion rate (UAER)] of 30 mg-300 mg/24 h) or the research group ([UAER] >300 mg/24 h). IL-6, MCP-1, renal function indices, and NF-κB levels were determined, and their correlation with DN was analyzed. Logistic regression was used to analyze the influencing factors of end-stage renal disease in patients with diabetic nephropathy. The receiver operating characteristic (ROC) curve was drawn, and the area under the curve (AUC) was calculated to analyze the predictive value of combined detection of IL-6, MCP-1, and NF-κB in the prognosis of patients with diabetic nephropathy. Results: The eligible patients with UAER of 30 mg-300 mg/24 h were associated with significantly higher levels of IL-6, MCP-1, NF-κB, blood urea nitrogen (BUN), and serum creatinine (Scr) versus those with UAER >300 mg/24 h (P < 0.05). During the follow-up, a total of 38 patients progressed to end-stage renal diseases. Eligible patients with end-stage renal diseases showed significantly higher serum IL-6, MCP-1, and NF-κB levels versus those without end-stage renal diseases (P < 0.05). Serum IL-6, MCP-1, and NF-κB are independent risk factors for the occurrence of end-stage renal disease in patients with diabetic nephropathy. The AUCs of IL-6, MCP-1, and NF-κB for predicting the prognosis of patients with diabetic nephropathy were 0.562, 0.634, and 0.647, respectively, and the AUC of the three combined detection for predicting the prognosis of patients with diabetic nephropathy was 0.889. Conclusion: Serum IL-6, NF-κB, and MCP-1 levels are closely related to renal injury and poor prognosis in patients with diabetic nephropathy, and the combined assay is valuable for assessing patients' condition and prognosis.


Chemokine CCL2 , Diabetes Mellitus , Diabetic Nephropathies , Interleukin-6 , NF-kappa B , Chemokine CCL2/blood , Diabetes Mellitus/blood , Diabetic Nephropathies/blood , Humans , Interleukin-6/blood , Kidney Failure, Chronic/blood , NF-kappa B/blood , Prognosis
20.
PLoS One ; 17(4): e0266854, 2022.
Article En | MEDLINE | ID: mdl-35413081

BACKGROUND: Chronic low-grade inflammation is considered one of the major mechanisms for the progression of diabetic kidney disease. We investigated the prognostic value of circulating soluble tumor necrosis factor receptor 2 (sTNFR2) for early nephropathy in patients with type 2 diabetes. MATERIALS AND METHODS: A total of 364 patients with type 2 diabetes and an estimated glomerular filtration rate (eGFR) ≥30 mL/min/1.73m2 were followed up for a median of 4 years. Renal outcomes were defined as a composite of either or both a >30% decline in the eGFR and/or albuminuria stage progression determined with consecutive tests. RESULTS: Seventy-three patients developed renal composite events. Serum concentrations of sTNFR2 were strongly associated with the risk of renal function decline and progressive changes in albuminuria. Through a receiver operating characteristic curve analysis, a serum sTNFR2 level of 1.608 ng/mL was adopted as the discriminator value for predicting renal outcomes (area under the curve 0.63, 95% confidence interval 0.57-0.70, p < 0.001), yielding a sensitivity of 75.3% and a specificity of 51.2%. The association of sTNFR2 levels ≥1.608 ng/mL to renal outcomes was significant after adjusting for relevant variables (hazard ratio 2.27, 95% confidence interval 1.23-4.20, p = 0.009) and remained consistent across subgroups stratified by age, sex, systolic blood pressure, eGFR, albuminuria, and the use of renin-angiotensin system blockers. CONCLUSIONS: Higher circulating levels of sTNFR2 are independently associated with an eGFR decline and progressive albuminuria in patients with type 2 diabetes.


Diabetes Mellitus, Type 2 , Diabetic Nephropathies , Receptors, Tumor Necrosis Factor, Type II , Albuminuria/blood , Albuminuria/pathology , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/pathology , Diabetic Nephropathies/blood , Diabetic Nephropathies/pathology , Disease Progression , Glomerular Filtration Rate , Humans , Receptors, Tumor Necrosis Factor, Type II/blood , Risk Factors
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