ABSTRACT
BACKGROUND: Rare variants in gene coding regions likely have a greater impact on disease-related phenotypes than common variants through disruption of their encoded protein. We searched for rare variants associated with onset of ESKD in individuals with type 1 diabetes at advanced kidney disease stage. METHODS: Gene-based exome array analyses of 15,449 genes in five large incidence cohorts of individuals with type 1 diabetes and proteinuria were analyzed for survival time to ESKD, testing the top gene in a sixth cohort (n=2372/1115 events all cohorts) and replicating in two retrospective case-control studies (n=1072 cases, 752 controls). Deep resequencing of the top associated gene in five cohorts confirmed the findings. We performed immunohistochemistry and gene expression experiments in human control and diseased cells, and in mouse ischemia reperfusion and aristolochic acid nephropathy models. RESULTS: Protein coding variants in the hydroxysteroid 17-ß dehydrogenase 14 gene (HSD17B14), predicted to affect protein structure, had a net protective effect against development of ESKD at exome-wide significance (n=4196; P value=3.3 × 10-7). The HSD17B14 gene and encoded enzyme were robustly expressed in healthy human kidney, maximally in proximal tubular cells. Paradoxically, gene and protein expression were attenuated in human diabetic proximal tubules and in mouse kidney injury models. Expressed HSD17B14 gene and protein levels remained low without recovery after 21 days in a murine ischemic reperfusion injury model. Decreased gene expression was found in other CKD-associated renal pathologies. CONCLUSIONS: HSD17B14 gene is mechanistically involved in diabetic kidney disease. The encoded sex steroid enzyme is a druggable target, potentially opening a new avenue for therapeutic development.
Subject(s)
17-Hydroxysteroid Dehydrogenases/genetics , 17-Hydroxysteroid Dehydrogenases/metabolism , Diabetic Nephropathies/genetics , Kidney Failure, Chronic/genetics , Adult , Animals , Case-Control Studies , Diabetes Mellitus, Type 1/complications , Diabetes Mellitus, Type 1/genetics , Diabetes Mellitus, Type 1/metabolism , Diabetic Nephropathies/complications , Diabetic Nephropathies/metabolism , Disease Progression , Exome , Female , Gene Expression , Genetic Variation , Humans , Kidney Failure, Chronic/etiology , Kidney Failure, Chronic/metabolism , Kidney Tubules, Proximal/enzymology , Male , Mice , Middle Aged , Protein Structural Elements/genetics , Reperfusion Injury/complications , Retrospective Studies , Survival RateABSTRACT
BACKGROUND: Although diabetic kidney disease demonstrates both familial clustering and single nucleotide polymorphism heritability, the specific genetic factors influencing risk remain largely unknown. METHODS: To identify genetic variants predisposing to diabetic kidney disease, we performed genome-wide association study (GWAS) analyses. Through collaboration with the Diabetes Nephropathy Collaborative Research Initiative, we assembled a large collection of type 1 diabetes cohorts with harmonized diabetic kidney disease phenotypes. We used a spectrum of ten diabetic kidney disease definitions based on albuminuria and renal function. RESULTS: Our GWAS meta-analysis included association results for up to 19,406 individuals of European descent with type 1 diabetes. We identified 16 genome-wide significant risk loci. The variant with the strongest association (rs55703767) is a common missense mutation in the collagen type IV alpha 3 chain (COL4A3) gene, which encodes a major structural component of the glomerular basement membrane (GBM). Mutations in COL4A3 are implicated in heritable nephropathies, including the progressive inherited nephropathy Alport syndrome. The rs55703767 minor allele (Asp326Tyr) is protective against several definitions of diabetic kidney disease, including albuminuria and ESKD, and demonstrated a significant association with GBM width; protective allele carriers had thinner GBM before any signs of kidney disease, and its effect was dependent on glycemia. Three other loci are in or near genes with known or suggestive involvement in this condition (BMP7) or renal biology (COLEC11 and DDR1). CONCLUSIONS: The 16 diabetic kidney disease-associated loci may provide novel insights into the pathogenesis of this condition and help identify potential biologic targets for prevention and treatment.
Subject(s)
Autoantigens/genetics , Collagen Type IV/genetics , Diabetes Mellitus, Type 1/genetics , Diabetic Nephropathies/genetics , Genome-Wide Association Study , Glomerular Basement Membrane , Mutation , Cohort Studies , Female , Humans , MaleABSTRACT
To identify determinants of early progressive renal decline in type 2 diabetes a range of markers was studied in 1032 patients enrolled into the 2nd Joslin Kidney Study. eGFR slopes estimated from serial measurements of serum creatinine during 5-12 years of follow-up were used to define early renal decline. At enrollment, all patients had normal eGFR, 58% had normoalbuminuria and 42% had albuminuria. Early renal decline developed in 6% and in 18% patients, respectively. As determinants, we examined baseline values of clinical characteristics, circulating markers: TNFR1, KIM-1, and FGF23, and urinary markers: albumin, KIM-1, NGAL, MCP-1, EGF (all normalized to urinary creatinine) and the ratio of EGF to MCP-1. In univariate analysis, all plasma and urinary markers were significantly associated with risk of early renal decline. When analyzed together, systolic blood pressure, TNFR1, KIM-1, the albumin to creatinine ratio, and the EGF/MCP-1 ratio remained significant with the latter having the strongest effect. Integration of these markers into a multi-marker prognostic test resulted in a significant improvement of discriminatory performance of risk prediction of early renal decline, compared with the albumin to creatinine ratio and systolic blood pressure alone. However, the positive predictive value was only 50% in albuminuric patients. Thus, markers in plasma and urine indicate that the early progressive renal decline in Type 2 diabetes has multiple determinants with strong evidence for involvement of tubular damage. However, new, more informative markers are needed to develop a better prognostic test for such decline that can be used in a clinical setting.
Subject(s)
Biomarkers , Diabetes Mellitus, Type 2/diagnosis , Diabetic Nephropathies/etiology , Adult , Albuminuria/diagnosis , Albuminuria/etiology , Albuminuria/physiopathology , Biomarkers/blood , Biomarkers/urine , Blood Pressure , Chemokine CCL2/urine , Creatinine/urine , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/urine , Diabetic Nephropathies/diagnosis , Diabetic Nephropathies/physiopathology , Disease Progression , Early Diagnosis , Epidermal Growth Factor/urine , Female , Fibroblast Growth Factor-23 , Glomerular Filtration Rate , Hepatitis A Virus Cellular Receptor 1/blood , Humans , Kidney/physiopathology , Male , Middle Aged , Predictive Value of Tests , Prognosis , Receptors, Tumor Necrosis Factor, Type I/blood , Risk Assessment , Risk Factors , Time FactorsABSTRACT
Diabetic kidney disease (DKD) is the most common etiology of chronic kidney disease (CKD) in the industrialized world and accounts for much of the excess mortality in patients with diabetes mellitus. Approximately 45% of U.S. patients with incident end-stage kidney disease (ESKD) have DKD. Independent of glycemic control, DKD aggregates in families and has higher incidence rates in African, Mexican, and American Indian ancestral groups relative to European populations. The Family Investigation of Nephropathy and Diabetes (FIND) performed a genome-wide association study (GWAS) contrasting 6,197 unrelated individuals with advanced DKD with healthy and diabetic individuals lacking nephropathy of European American, African American, Mexican American, or American Indian ancestry. A large-scale replication and trans-ethnic meta-analysis included 7,539 additional European American, African American and American Indian DKD cases and non-nephropathy controls. Within ethnic group meta-analysis of discovery GWAS and replication set results identified genome-wide significant evidence for association between DKD and rs12523822 on chromosome 6q25.2 in American Indians (P = 5.74x10-9). The strongest signal of association in the trans-ethnic meta-analysis was with a SNP in strong linkage disequilibrium with rs12523822 (rs955333; P = 1.31x10-8), with directionally consistent results across ethnic groups. These 6q25.2 SNPs are located between the SCAF8 and CNKSR3 genes, a region with DKD relevant changes in gene expression and an eQTL with IPCEF1, a gene co-translated with CNKSR3. Several other SNPs demonstrated suggestive evidence of association with DKD, within and across populations. These data identify a novel DKD susceptibility locus with consistent directions of effect across diverse ancestral groups and provide insight into the genetic architecture of DKD.
Subject(s)
Diabetes Mellitus, Type 2/genetics , Diabetic Nephropathies/genetics , Black or African American/genetics , Diabetes Mellitus, Type 2/complications , Diabetic Nephropathies/ethnology , Genetic Predisposition to Disease , Genome-Wide Association Study , Hispanic or Latino/genetics , Humans , Indians, North American/genetics , RNA-Binding Proteins/genetics , United States , White People/geneticsABSTRACT
Design of Phase III trials for diabetic nephropathy currently requires patients at a high risk of progression defined as within three years of a hard end point (end-stage renal disease, 40% loss of estimated glomerular filtration rate, or death). To improve the design of these trials, we used natural history data from the Joslin Kidney Studies of chronic kidney disease in patients with diabetes to develop an improved criterion to identify such patients. This included a training cohort of 279 patients with type 1 diabetes and 134 end points within three years, and a validation cohort of 221 patients with type 2 diabetes and 88 end points. Previous trials selected patients using clinical criteria for baseline urinary albumin-to-creatinine ratio and estimated glomerular filtration rate. Application of these criteria to our cohort data yielded sensitivities (detection of patients at risk) of 70-80% and prognostic values of only 52-63%. We applied classification and regression trees analysis to select from among all clinical characteristics and markers the optimal prognostic criterion that divided patients with type 1 diabetes according to risk. The optimal criterion was a serum tumor necrosis factor receptor 1 level over 4.3 ng/ml alone or 2.9-4.3 ng/ml with an albumin-to-creatinine ratio over 1900 mg/g. Remarkably, this criterion produced similar results in both type 1 and type 2 diabetic patients. Overall, sensitivity and prognostic value were high (72% and 81%, respectively). Thus, application of this criterion to enrollment in future clinical trials could reduce the sample size required to achieve adequate statistical power for detection of treatment benefits.
Subject(s)
Clinical Trials, Phase III as Topic/methods , Diabetes Mellitus, Type 1/complications , Diabetes Mellitus, Type 2/complications , Diabetic Nephropathies/etiology , Endpoint Determination , Glomerular Filtration Rate , Kidney Failure, Chronic/etiology , Kidney/physiopathology , Patient Selection , Adult , Albuminuria/etiology , Albuminuria/physiopathology , Biomarkers/blood , Biomarkers/urine , Creatinine/urine , Diabetes Mellitus, Type 1/diagnosis , Diabetes Mellitus, Type 2/diagnosis , Diabetic Nephropathies/diagnosis , Diabetic Nephropathies/physiopathology , Diabetic Nephropathies/therapy , Disease Progression , Female , Humans , Kidney Failure, Chronic/diagnosis , Kidney Failure, Chronic/physiopathology , Kidney Failure, Chronic/therapy , Male , Middle Aged , Predictive Value of Tests , Receptors, Tumor Necrosis Factor, Type I/blood , Reproducibility of Results , Risk Assessment , Risk Factors , Time FactorsABSTRACT
Levels of proinflammatory cytokines associate with risk for developing type 2 diabetes but whether chronic inflammation contributes to the development of diabetic complications, such as ESRD, is unknown. In the 1990s, we recruited 410 patients with type 2 diabetes for studies of diabetic nephropathy and recorded their characteristics at enrollment. During 12 years of follow-up, 59 patients developed ESRD (17 per 1000 patient-years) and 84 patients died without ESRD (24 per 1000 patient-years). Plasma markers of systemic inflammation, endothelial dysfunction, and the TNF pathway were measured in the study entry samples. Of the examined markers, only TNF receptors 1 and 2 (TNFR1 and TNFR2) associated with risk for ESRD. These two markers were highly correlated, but ESRD associated more strongly with TNFR1. The cumulative incidence of ESRD for patients in the highest TNFR1 quartile was 54% after 12 years but only 3% for the other quartiles (P<0.001). In Cox proportional hazard analyses, TNFR1 predicted risk for ESRD even after adjustment for clinical covariates such as urinary albumin excretion. Plasma concentration of TNFR1 outperformed all tested clinical variables with regard to predicting ESRD. Concentrations of TNFRs moderately associated with death unrelated to ESRD. In conclusion, elevated concentrations of circulating TNFRs in patients with type 2 diabetes at baseline are very strong predictors of the subsequent progression to ESRD in subjects with and without proteinuria.
Subject(s)
Diabetes Mellitus, Type 2/complications , Diabetic Nephropathies/epidemiology , Diabetic Nephropathies/etiology , Kidney Failure, Chronic/epidemiology , Kidney Failure, Chronic/etiology , Receptors, Tumor Necrosis Factor, Type II/blood , Receptors, Tumor Necrosis Factor, Type I/blood , Adult , Aged , Biomarkers/blood , Cohort Studies , Diabetic Nephropathies/physiopathology , Disease Progression , Female , Follow-Up Studies , Humans , Incidence , Kidney Failure, Chronic/physiopathology , Male , Middle Aged , Predictive Value of Tests , Proportional Hazards Models , Retrospective Studies , Risk Factors , Signal Transduction/physiology , Survival RateABSTRACT
Elevated plasma concentrations of TNF receptors 1 and 2 (TNFR1 and TNFR2) predict development of ESRD in patients with type 2 diabetes without proteinuria, suggesting these markers may contribute to the pathogenesis of renal decline. We investigated whether circulating markers of the TNF pathway determine GFR loss among patients with type 1 diabetes. We followed two cohorts comprising 628 patients with type 1 diabetes, normal renal function, and no proteinuria. Over 12 years, 69 patients developed estimated GFR less than 60 mL/min per 1.73 m(2) (16 per 1000 person-years). Concentrations of TNFR1 and TNFR2 were strongly associated with risk for early renal decline. Renal decline was associated only modestly with total TNFα concentration and appeared unrelated to free TNFα. The cumulative incidence of estimated GFR less than 60 mL/min per 1.73 m(2) for patients in the highest TNFR2 quartile was 60% after 12 years compared with 5%-19% in the remaining quartiles. In Cox proportional hazards analysis, patients with TNFR2 values in the highest quartile were threefold more likely to experience renal decline than patients in the other quartiles (hazard ratio, 3.0; 95% confidence interval, 1.7-5.5). The risk associated with high TNFR1 values was slightly less than that associated with high TNFR2 values. TNFR levels were unrelated to baseline free TNFα level and remained stable over long periods within an individual. In conclusion, early GFR loss in patients with type 1 diabetes without proteinuria is strongly associated with circulating TNF receptor levels but not TNFα levels (free or total).
Subject(s)
Diabetes Mellitus, Type 1/complications , Kidney Diseases/epidemiology , Kidney Diseases/etiology , Kidney Failure, Chronic/epidemiology , Kidney Failure, Chronic/etiology , Receptors, Tumor Necrosis Factor, Type II/blood , Receptors, Tumor Necrosis Factor, Type I/blood , Adult , Biomarkers/blood , Chronic Disease , Cohort Studies , Female , Follow-Up Studies , Glomerular Filtration Rate/physiology , Humans , Kidney/physiopathology , Kidney Diseases/physiopathology , Kidney Failure, Chronic/physiopathology , Male , Middle Aged , Multivariate Analysis , Predictive Value of Tests , Proportional Hazards Models , Retrospective Studies , Risk Factors , Severity of Illness Index , Signal Transduction/physiologyABSTRACT
The risk of end-stage renal disease (ESRD) remains high in patients with type 1 diabetes and proteinuria; however, little is known about the rate of decline in their renal function. To help determine this, we enrolled patients with type 1 diabetes and proteinuria whose estimated glomerular filtration rate (eGFR) was normal (equal to or above 60 ml/min per 1.73 m(2)). Using a minimum of five serial measurements of serum creatinine for 161 patients, we determined individual trajectories of eGFR change and the occurrence of ESRD during 5-18 years of follow-up. The rates were linear for 110 patients, for 24 the nonlinear rate was mild enough to satisfy a linear model, and the rates were clearly nonlinear for only 27 patients. Overall, in more than one-third of patients, the eGFR decline was less than 3.5 ml/min per 1.73 m(2) per year and the lifetime risk of ESRD could be considered negligible. In the remainder of patients, eGFR declined with widely different slopes and ESRD developed within 2 to 18 years. Based on up to 5 years observation, when renal function was within the normal range, the estimates of early eGFR slope predicted the risk of ESRD during subsequent follow-up better than the baseline clinical characteristics of glycated hemoglobin, blood pressure, or the albumin to creatinine ratio. Thus, the early slope of eGFR decline in patients with type 1 diabetes and proteinuria can be used to predict the risk of ESRD.
Subject(s)
Diabetes Mellitus, Type 1/complications , Diabetic Nephropathies/etiology , Kidney Failure, Chronic/etiology , Kidney/physiopathology , Proteinuria/etiology , Adult , Biomarkers/blood , Blood Pressure , Boston , Chi-Square Distribution , Creatinine/blood , Diabetes Mellitus, Type 1/blood , Diabetes Mellitus, Type 1/diagnosis , Diabetes Mellitus, Type 1/physiopathology , Diabetic Nephropathies/blood , Diabetic Nephropathies/diagnosis , Diabetic Nephropathies/physiopathology , Disease Progression , Female , Glomerular Filtration Rate , Glycated Hemoglobin/metabolism , Humans , Kaplan-Meier Estimate , Kidney/metabolism , Kidney Failure, Chronic/blood , Kidney Failure, Chronic/diagnosis , Kidney Failure, Chronic/physiopathology , Linear Models , Male , Middle Aged , Nonlinear Dynamics , Prognosis , Proportional Hazards Models , Proteinuria/blood , Proteinuria/diagnosis , Proteinuria/physiopathology , Risk Assessment , Risk Factors , Serum Albumin/metabolism , Time FactorsABSTRACT
Historically, patients with type 1 diabetes and macroalbuminuria had high competing risks: cardiovascular death or renal failure. Here, we assessed these risks in patients receiving therapies implemented during the last 30 years. Between 1991 and 2004, we enrolled 423 white patients with type 1 diabetes who developed macroalbuminuria (albumin excretion rate, ≥300 µg/min). With follow-up for 98% through 2008, ESRD developed in 172 patients (incidence rate, 5.8/100 person-years), and 29 died without ESRD (mortality rate, 1/100 person-years). The majority of these outcomes occurred between ages 36 and 52 years with durations of diabetes of 21 to 37 years. The 15-year cumulative risks were 52% for ESRD and 11% for pre-ESRD death. During the 15 years of follow-up, the use of renoprotective treatment increased from 56 to 82%, and BP and lipid levels improved significantly; however, the risks for both ESRD and pre-ESRD death did not change over the years analyzed. There were 70 post-ESRD deaths, and the mortality rate was very similar during the 1990s and the 2000s (11/100 person-years versus 12/100 person-years, respectively). Mortality was low in patients who received a pre-emptive kidney transplant (1/100 person-years), although these patients did not differ from dialyzed patients with regard to predialysis eGFR, sex, age at onset of ESRD, or duration of diabetes. In conclusion, despite the widespread adoption of renoprotective treatment, patients with type 1 diabetes and macroalbuminuria remain at high risk for ESRD, suggesting that more effective therapies are desperately needed.
Subject(s)
Albuminuria/complications , Diabetes Mellitus, Type 1/complications , Diabetic Nephropathies/epidemiology , Kidney Failure, Chronic/epidemiology , Adult , Albuminuria/epidemiology , Comorbidity , Diabetes Mellitus, Type 1/epidemiology , Diabetic Nephropathies/mortality , Disease Progression , Female , Follow-Up Studies , Humans , Kidney Failure, Chronic/mortality , Longitudinal Studies , Male , Middle Aged , Retrospective Studies , Risk Factors , Survival RateABSTRACT
A genome-wide association scan of the Genetics of Kidneys in Diabetes (GoKinD) collections identified four novel susceptibility loci, located on chromosomes 7p14.3, 9q21.32, 11p15.4, and 13q33.3 associated with type 1 diabetic nephropathy. A recent evaluation of these loci in Japanese patients with type 2 diabetes supported an association at the 13q33.3 locus. To follow up these findings, we determined whether single-nucleotide polymorphisms (SNPs) at these same four loci were associated with diabetic nephropathy in the Joslin Study of Genetics of Nephropathy in Type 2 Diabetes collection. A total of 6 SNPs across these loci were genotyped in 646 normoalbuminuric controls and in 743 nephropathy patients of European ancestry. A significant association was identified at the 13q33.3 locus (rs9521445: P = 4.4 × 10(-3)). At this same locus, rs1411766 was also significantly associated with type 2 diabetic nephropathy (P = 0.03). Meta-analysis of these data with those of the Japanese and GoKinD collections significantly improved the strength of the association (P = 9.7 × 10(-9)). In addition, there was a significant association at the 11p15.4 locus (rs451041: P = 0.02). Thus, associations identified in the GoKinD collections on chromosomes 11p15.4 (near the CARS gene) and 13q33.3 (within an intergenic region between MYO16 and IRS2) are susceptibility loci of kidney disease common to both type 1 and 2 diabetes.
Subject(s)
Chromosomes, Human, Pair 13/genetics , DNA, Intergenic/genetics , Diabetes Mellitus, Type 1/genetics , Diabetes Mellitus, Type 2/genetics , Diabetic Nephropathies/genetics , Adult , Asian People/genetics , Case-Control Studies , Chromosomes, Human, Pair 11/genetics , Female , Genetic Predisposition to Disease , Genome-Wide Association Study , Humans , Male , Middle Aged , Polymorphism, Single Nucleotide , White People/geneticsABSTRACT
OBJECTIVE: Patients with type 1 diabetes and diabetic nephropathy are targets for intervention to reduce high risk of end-stage renal disease (ESRD) and deaths. This study compares risks of these outcomes in four international cohorts. RESEARCH DESIGN AND METHODS: In the 1990s and early 2000s, Caucasian patients with type 1 diabetes with persistent macroalbuminuria in chronic kidney disease stages 1-3 were identified in the Joslin Clinic (U.S., 432), Finnish Diabetic Nephropathy Study (FinnDiane) (Finland, 486), Steno Diabetes Center Copenhagen (Denmark, 368), and INSERM (France, 232) and were followed for 3-18 years with annual creatinine measurements to ascertain ESRD and deaths unrelated to ESRD. RESULTS: During 15,685 patient-years, 505 ESRD cases (rate 32/1,000 patient-years) and 228 deaths unrelated to ESRD (rate 14/1,000 patient-years) occurred. Risk of ESRD was associated with male sex; younger age; lower estimated glomerular filtration rate (eGFR); higher albumin/creatinine ratio, HbA1c, and systolic blood pressure; and smoking. Risk of death unrelated to ESRD was associated with older age, smoking, and higher baseline eGFR. In adjusted analysis, ESRD risk was highest in Joslin versus reference FinnDiane (hazard ratio [HR] 1.44, P = 0.003) and lowest in Steno (HR 0.54, P < 0.001). Differences in eGFR slopes paralleled risk of ESRD. Mortality unrelated to ESRD was lowest in Joslin (HR 0.68, P = 0.003 vs. the other cohorts). Competing risk did not explain international differences in the outcomes. CONCLUSIONS: Despite almost universal renoprotective treatment, progression to ESRD and mortality in patients with type 1 diabetes with advanced nephropathy are still very high and differ among countries. Finding causes of these differences may help reduce risk of these outcomes.
Subject(s)
Diabetes Mellitus, Type 1/mortality , Diabetic Nephropathies/mortality , Kidney Failure, Chronic/mortality , Adult , Albuminuria/urine , Blood Pressure , Cholesterol/blood , Creatinine/blood , Denmark , Diabetes Mellitus, Type 1/blood , Diabetic Nephropathies/blood , Disease Progression , Female , Finland , Follow-Up Studies , France , Glomerular Filtration Rate , Glycated Hemoglobin/metabolism , Humans , Kidney Failure, Chronic/blood , Male , Middle Aged , Proportional Hazards Models , Prospective Studies , Risk FactorsABSTRACT
We investigated plasma microRNA (miRNA) profiles associated with variation of hyperglycemia, measured as hemoglobin A1c (HbA1c), in two panels of patients with type 1 diabetes (T1D). Using the HTG Molecular Diagnostics EdgeSeq platform, 2,083 miRNAs were measured in plasma from 71 patients included in a screening panel. Quantitative real-time PCR was used to measure the candidate miRNAs in plasma from 95 patients included in an independent replication panel. We found 10 miRNAs replicated in both panels and 4 with high statistical significance. The strongest positive correlations with HbA1c were found with miR-125b-5p (rs = 0.40, P = 6.0 × 10-5) and miR-365a-3p (rs = 0.35, P = 5.9 × 10-4). The strongest negative correlations were found with miR-5190 (rs = -0.30, P = 0.003) and miR-770-5p (rs = -0.27, P = 0.008). Pathway analysis revealed that 50 Kyoto Encyclopedia of Genes and Genomes pathways were significantly enriched by genes targeted by these four miRNAs. The axon guidance signaling pathway was enriched (P < 1 × 10-7) by genes targeted by all four miRNAs. In addition, three other pathways (Rap1 signaling, focal adhesion, and neurotrophin signaling) were also significantly enriched but with genes targeted by only by three of the identified miRNAs. In conclusion, our study identified four circulating miRNAs that were influenced by variation in hyperglycemia. Dysregulation of these miRNAs, which are associated with hyperglycemia in patients with T1D, may contribute to the development of diabetes complications. However, there are multitudes of possible mechanisms/pathways through which dysregulation of these miRNAs may impact risk of diabetes complications.
Subject(s)
Circulating MicroRNA/metabolism , Diabetes Mellitus, Type 1/metabolism , Glycated Hemoglobin/metabolism , Hyperglycemia/metabolism , Adult , Blood Glucose/metabolism , Female , Focal Adhesions/metabolism , Humans , Male , Metabolic Networks and Pathways , MicroRNAs/metabolism , Middle Aged , Nerve Growth Factors/metabolism , Real-Time Polymerase Chain Reaction , Shelterin Complex , Signal Transduction , Telomere-Binding Proteins/metabolismABSTRACT
OBJECTIVE: The patterns of estimated glomerular filtration rate (eGFR) decline to end-stage renal disease (ESRD) in patients with type 1 diabetes has not been conclusively described. Decline could be linearly progressive to ESRD but with a variable rate. Conversely, decline may be linear but interrupted by periods of plateaus or improvements. RESEARCH DESIGN AND METHODS: This observational study included 364 patients with type 1 diabetes attending the Joslin Clinic who developed ESRD between 1991 and 2013. We retrieved serum creatinine measurements from clinic visits or research examinations up to 24 years (median 6.7 years) preceding the onset of ESRD. Using serial measurements of serum creatinine to estimate renal function (eGFR), we used regression-based spline methods and a data smoothing approach to characterize individual trajectories of eGFR over time for the 257 patients with five or more data points. RESULTS: The rate of eGFR decline per year ranged widely, from -72 to -2 mL/min/1.73 m2 (median -8.5). The trajectories, as characterized with linear regression-based spline models, were linear or nearly so for 87% of patients, accelerating for 6%, and decelerating for 7%. Smoothed trajectories evaluated by a Bayesian approach did not significantly depart from a linear fit in 76%. CONCLUSIONS: The decline of eGFR in type 1 diabetes is predominantly linear. Deviations from linearity are small, with little effect on the expected time of ESRD. A single disease process most likely underlies renal decline from its initiation and continues with the same intensity to ESRD. Linearity of renal decline suggests using slope reduction as the measure of effectiveness of interventions to postpone ESRD.
Subject(s)
Diabetes Mellitus, Type 1/complications , Diabetes Mellitus, Type 1/physiopathology , Glomerular Filtration Rate/physiology , Kidney Failure, Chronic/etiology , Kidney/physiopathology , Adult , Diabetes Mellitus, Type 1/pathology , Diabetic Nephropathies/etiology , Diabetic Nephropathies/pathology , Diabetic Nephropathies/physiopathology , Disease Progression , Female , Humans , Kidney/pathology , Kidney Failure, Chronic/physiopathology , Kidney Function Tests , Male , Middle Aged , Renal Insufficiency, Chronic/etiology , Renal Insufficiency, Chronic/pathology , Renal Insufficiency, Chronic/physiopathology , Risk FactorsABSTRACT
We investigated whether circulating TGF-ß1-regulated miRNAs detectable in plasma are associated with the risk of rapid progression to end-stage renal disease (ESRD) in a cohort of proteinuric patients with type 1 diabetes (T1D) and normal eGFR. Plasma specimens obtained at entry to the study were examined in two prospective subgroups that were followed for 7-20 years (rapid progressors and nonprogressors), as well as a reference panel of normoalbuminuric T1D patients. Of the five miRNAs examined in this study, let-7c-5p and miR-29a-3p were significantly associated with protection against rapid progression and let-7b-5p and miR-21-5p were significantly associated with the increased risk of ESRD. In logistic analysis, controlling for HbA1c and other covariates, let-7c-5p and miR-29a-3p were associated with more than a 50% reduction in the risk of rapid progression (P ≤ 0.001), while let-7b-5p and miR-21-5p were associated with a >2.5-fold increase in the risk of ESRD (P ≤ 0.005). This study is the first prospective study to demonstrate that circulating TGF-ß1-regulated miRNAs are deregulated early in T1D patients who are at risk for rapid progression to ESRD.
Subject(s)
Diabetes Mellitus, Type 1/metabolism , Diabetic Nephropathies/genetics , MicroRNAs/metabolism , Proteinuria/genetics , Transforming Growth Factor beta1/metabolism , Adult , Case-Control Studies , Diabetes Mellitus, Type 1/complications , Diabetic Nephropathies/etiology , Diabetic Nephropathies/metabolism , Disease Progression , Female , Humans , Kidney Failure, Chronic , Logistic Models , Male , Middle Aged , Prognosis , Prospective Studies , Proteinuria/etiology , Proteinuria/metabolismABSTRACT
BACKGROUND AND OBJECTIVES: Cardiac autonomic neuropathy predicts future adverse renal outcomes in the general population. This study sought to determine its relationship with early progressive renal decline in type 1 diabetes. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS: A subset of participants with normoalbuminuria (n=204) or microalbuminuria (n=166) from the First Joslin Kidney Study underwent assessment for cardiac autonomic neuropathy using heart rate variability during baseline visits performed from January 1991 to April 1992. Cardiac autonomic neuropathy was defined as an R-R variation (mean circular resultant) <20. Participants also had baseline and follow-up measurement of eGFR. Early progressive renal decline was evaluated according to two definitions: early GFR loss (slope of eGFR estimated by cystatin C <-3.3%/year) and incident advanced CKD (stage ≥3, defined by eGFR [calculated by Modification of Diet in Renal Disease method] <60 ml/min per 1.73 m(2)). Association with baseline cardiac autonomic neuropathy was assessed by adjusted logistic regression and Cox proportional hazards. RESULTS: Among the 370 participants, 47 (13%) had baseline cardiac autonomic neuropathy, 51 (14%) had early GFR loss, and 68 (18%) had incident advanced CKD over a median 14-year follow-up. Early GFR loss occurred in 15 (32%) of the 47 patients with baseline autonomic neuropathy and in 32 (10%) of the 323 without baseline autonomic neuropathy (P<0.001). Baseline autonomic neuropathy was strongly associated with odds of early GFR loss (adjusted odds ratio, 4.09; 95% confidence interval, 1.65 to 10.12; P=0.002). Incident advanced CKD was observed in 22 (47%) of those with baseline autonomic neuropathy and 46 (14%) of those without baseline autonomic neuropathy (P<0.001). Autonomic neuropathy was independently associated with incident advanced CKD (adjusted hazard ratio, 2.76; 95% confidence interval, 1.44 to 5.30; P=0.002). CONCLUSIONS: Cardiac autonomic neuropathy was a strong independent predictor of the long-term risk of early progressive renal decline in type 1 diabetes. Future research should explore the mechanisms by which autonomic neuropathy may be associated with renal function loss.
Subject(s)
Autonomic Nervous System/physiopathology , Diabetes Mellitus, Type 1/epidemiology , Diabetic Nephropathies/epidemiology , Diabetic Neuropathies/epidemiology , Heart/innervation , Kidney/physiopathology , Adolescent , Adult , Biomarkers/blood , Boston/epidemiology , Cystatin C/metabolism , Diabetes Mellitus, Type 1/diagnosis , Diabetic Nephropathies/blood , Diabetic Nephropathies/diagnosis , Diabetic Nephropathies/physiopathology , Diabetic Neuropathies/diagnosis , Diabetic Neuropathies/physiopathology , Disease Progression , Female , Follow-Up Studies , Glomerular Filtration Rate , Heart Rate , Humans , Incidence , Logistic Models , Male , Multivariate Analysis , Odds Ratio , Proportional Hazards Models , Prospective Studies , Risk Factors , Time Factors , Young AdultABSTRACT
Prothrombin is a key factor in blood clotting, a process intimately involved in thrombotic disease. We assessed prothrombin levels and G20210A genotype in a case-control study within the Cardiovascular Health Study. Cases included angina, myocardial infarction, stroke, and the presence of MRI-detectable infarcts (n approximately 250 each). Population-based controls free of clinical cardiovascular disease (CVD) (n approximately 500) and a subset free of clinical and subclinical CVD (n approximately 250) were used for comparison. The 20210 A allele, frequency 2.9%, was associated with higher mean prothrombin levels: 166.3 vs. 139.5 microg/ml (P <0.001). Significant correlates of prothrombin included gender, plasma lipids, other vitamin K-dependent proteins, and inflammatory markers, but not race, smoking, hypertension, diabetes, measures of subclinical CVD, or markers of procoagulant activity. Compared to controls, neither genotype nor prothrombin level was associated with any CVD case group. We conclude that, in the elderly, neither prothrombin level nor 20210 genotype were associated with either CVD risk factors or events. This is consistent with the lack of association of prothrombin levels with measures of underlying CVD or procoagulant markers.
Subject(s)
Cardiovascular Diseases/epidemiology , Prothrombin/analysis , 3' Untranslated Regions/genetics , Aged , Aged, 80 and over , Alleles , Angina Pectoris/blood , Angina Pectoris/epidemiology , Angina Pectoris/genetics , Blood Proteins/analysis , Cardiovascular Diseases/blood , Cardiovascular Diseases/genetics , Case-Control Studies , Comorbidity , Diabetes Mellitus/epidemiology , Female , Genetic Predisposition to Disease , Humans , Hyperlipidemias/epidemiology , Hypertension/epidemiology , Male , Mutation , Myocardial Infarction/blood , Myocardial Infarction/epidemiology , Myocardial Infarction/genetics , Obesity/epidemiology , Promoter Regions, Genetic , Prothrombin/genetics , Risk Factors , Smoking/epidemiology , Stroke/blood , Stroke/epidemiology , Stroke/genetics , Vermont/epidemiologyABSTRACT
BACKGROUND: The T allele of the C677T polymorphism in the methylenetetrahydrofolate reductase (MTHFR) gene is associated with elevated plasma homocysteine levels, and it has been postulated to be a risk factor for the development of diabetic nephropathy. We examined this hypothesis in both a case-control and a follow-up study in individuals with type 1 diabetes. METHODS: In the case-control study, the control group included 310 subjects with normoalbuminuria and diabetes duration of 15 years or greater, and the case group included 88 prevalent cases with end-stage renal disease (ESRD). The follow-up study included 235 subjects with overt proteinuria followed up for 6 years (on average), during which time ESRD developed in 69 subjects. DNA from each individual was genotyped for the C677T MTHFR polymorphism. RESULTS: The frequency of TT homozygotes did not vary significantly among the four groups: 10% in controls, 15% in prevalent cases of ESRD, 13% in cases with new-onset ESRD, and 11% in those who remained proteinuric during follow-up (P = 0.9, 6 df). Similarly, frequency of the T allele varied little among the same groups (range, 33% to 36%; P = 0.9, 3 df) During follow-up, 52 of 323 individuals with diabetic nephropathy died. Total mortality rates were 4.3/100 person-years in TT homozygotes, 2.4/100 person-years in CT heterozygotes, and 3.0/100 person-years in CC homozygotes (P = 0.55, 2 df). CONCLUSION: Using both a large case-control and a follow-up study, we found no evidence that the C677T MTHFR polymorphism has a significant role in the development of diabetic nephropathy in type 1 diabetes.
Subject(s)
Diabetic Nephropathies/genetics , Methylenetetrahydrofolate Reductase (NADPH2)/genetics , Adult , Amino Acid Substitution , Case-Control Studies , Diabetes Mellitus, Type 1/complications , Diabetic Nephropathies/enzymology , Diabetic Nephropathies/etiology , Diabetic Nephropathies/mortality , Female , Follow-Up Studies , Gene Frequency , Genetic Predisposition to Disease , Genotype , Humans , Hyperhomocysteinemia/complications , Hyperhomocysteinemia/enzymology , Hyperhomocysteinemia/genetics , Kidney Failure, Chronic/genetics , Male , Methylenetetrahydrofolate Reductase (NADPH2)/physiology , Middle Aged , Polymorphism, Genetic , Proteinuria/geneticsABSTRACT
A genome-wide association scan of type 1 diabetic patients from the GoKinD collections previously identified four novel diabetic nephropathy susceptibility loci that have subsequently been shown to be associated with diabetic nephropathy in unrelated patients with type 2 diabetes. To expand these findings, we examined whether single nucleotide polymorphisms (SNPs) at these susceptibility loci were associated with diabetic nephropathy in patients from the Joslin Study of Genetics of Nephropathy in Type 2 Diabetes Family Collection. Six SNPs across the four loci identified in the GoKinD collections and 7 haplotype tagging SNPs, were genotyped in 66 extended families of European ancestry. Pedigrees from this collection contained an average of 18.5 members, including 2 to 14 members with type 2 diabetes. Among diabetic family members, the 9q21.32 locus approached statistical significance with advanced diabetic nephropathy (P = 0.037 [adjusted P = 0.222]). When we expanded our definition of diabetic nephropathy to include individuals with high microalbuminuria, the strength of this association improved significantly (P = 1.42×10(-3) [adjusted P = 0.009]). This same locus also trended toward statistical significance with variation in urinary albumin excretion in family members with type 2 diabetes (P = 0.032 [adjusted P = 0.192]) and in analyses expanded to include all relatives (P = 0.019 [adjusted P = 0.114]). These data increase support that SNPs identified in the GoKinD collections on chromosome 9q21.32 are true diabetic nephropathy susceptibility loci.
Subject(s)
Chromosomes, Human, Pair 9/genetics , Diabetic Nephropathies/genetics , Adult , Aged , Female , Genetic Predisposition to Disease/genetics , Genotype , Humans , Male , Middle Aged , Pedigree , Polymorphism, Single Nucleotide/geneticsABSTRACT
INTRODUCTION: Recent studies demonstrated that circulating fibroblast growth factor (FGF)-23 was associated with risk of end stage renal disease (ESRD) and mortality. This study aims to examine whether the predictive effect of FGF-23 is independent from circulating levels of tumor necrosis factor receptor 1 (TNFR1), a strong predictor of ESRD in Type 2 diabetes (T2D). METHODS: We studied 380 patients with T2D who were followed for 8-12 years and were used previously to examine the effect of TNFR1. Baseline plasma FGF-23 was measured by immunoassay. RESULTS: During follow-up, 48 patients (13%) developed ESRD and 83 patients (22%) died without ESRD. In a univariate analysis, baseline circulating levels of FGF-23 and TNFR1 were significantly higher in subjects who subsequently developed ESRD or died without ESRD than in those who remained alive. In a Cox proportional hazard model, baseline concentration of FGF-23 was associated with increased risk of ESRD, however its effect was no longer significant after controlling for TNFR1 and other clinical characteristics (HR 1.3, pâ=â0.15). The strong effect of circulating level of TNFR1 on risk of ESRD was not changed by including circulating levels of FGF-23 (HR 8.7, p<0.001). In the Cox multivariate model, circulating levels of FGF-23 remained a significant independent predictor of all-cause mortality unrelated to ESRD (HR 1.5, p<0.001). CONCLUSIONS: We demonstrated that the effect of circulating levels of FGF-23 on the risk of ESRD is accounted for by circulating levels of TNFR1. We confirmed that circulating levels of FGF-23 have an independent effect on all-cause mortality in T2D.
Subject(s)
Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/complications , Diabetic Nephropathies/blood , Diabetic Nephropathies/etiology , Fibroblast Growth Factors/blood , Kidney Failure, Chronic/blood , Kidney Failure, Chronic/etiology , Receptors, Tumor Necrosis Factor, Type I/blood , Adult , Aged , Biomarkers/blood , Diabetes Mellitus, Type 2/mortality , Female , Fibroblast Growth Factor-23 , Humans , Male , Massachusetts/epidemiology , Middle Aged , Proportional Hazards Models , Prospective Studies , Risk FactorsABSTRACT
OBJECTIVE: Patients with diabetes have a high risk of end-stage renal disease (ESRD). We examined whether prediction of this outcome, according to chronic kidney disease (CKD) staging by creatinine-based estimates of the glomerular filtration rate (eGFRcreat), is improved by further staging with serum cystatin C-based estimates (eGFRcyst). RESEARCH DESIGN AND METHODS: Patients with diabetes in CKD stages 1-3 were selected from three cohorts: two from Joslin Diabetes Center, one with type 1 diabetes (N = 364) and one with type 2 diabetes (N = 402), and the third from the Finnish Diabetic Nephropathy (FinnDiane) Study of type 1 (N = 399). Baseline serum concentrations of creatinine and cystatin C were measured in all patients. Follow-up averaged 8-10 years and onsets of ESRD (n = 246) and death unrelated to ESRD (n = 159) were ascertained. RESULTS: Although CKD staging by eGFRcyst was concordant with that by eGFRcreat for 62% of Joslin patients and 73% of FinnDiane patients, those given a higher stage by eGFRcyst than eGFRcreat had a significantly higher risk of ESRD than those with concordant staging in all three cohorts (hazard ratio 2.3 [95% CI 1.8-3.1]). Similarly, patients at a lower stage by eGFRcyst than by eGFRcreat had a lower risk than those with concordant staging (0.30 [0.13-0.68]). Deaths unrelated to ESRD followed the same pattern, but differences were not as large. CONCLUSIONS: In patients with diabetes, CKD staging based on eGFRcyst significantly improves ESRD risk stratification based on eGFRcreat. This conclusion can be generalized to patients with type 1 and type 2 diabetes and to diabetic patients in the U.S. and Finland.