Kidney Injury Molecule-1 and the Loss of Kidney Function in Diabetic Nephropathy: A Likely Causal Link in Patients With Type 1 Diabetes

OBJECTIVE We evaluated the predictive value and clinical benefit of urinary kidney injury molecule (KIM)-1 for progression of diabetic nephropathy (DN) in type 1 diabetes. We also investigated its causal role for the decrease of estimated glomerular filtration rate (eGFR) by a Mendelian randomization (MR) approach. RESEARCH DESIGN AND METHODS We followed 1,573 patients with type 1 diabetes for 6 years. KIM-1 was measured at baseline and normalized with urinary creatinine. KIM-1 predictive value was evaluated by Cox regression, while its added predictive benefit was evaluated using a panel of statistical indexes. The causality for the loss of renal function was evaluated with MR, utilizing the top signal from our genome-wide association study (GWAS) as the instrumental variable. RESULTS KIM-1 was not an independent predictor of progression of DN when adjusted for albumin excretion rate (AER) and added no prognostic benefit to AER or eGFR. In multiple regressions, KIM-1 was associated with lower eGFR independently of diabetes duration (β = −4.066; P < 0.0001) but not of AER. In our GWAS, rs2036402 in the KIM1 gene was strongly associated with KIM-1 (β = −0.51; P = 6.5 × 10−38). In the MR, KIM-1 was associated with lower eGFR, independently of diabetes duration and AER (β = −5.044; P = 0.040), suggesting a causal relationship. CONCLUSIONS KIM-1 did not predict progression to end-stage renal disease independently of AER and added no prognostic benefit to current biomarkers. Nevertheless, the MR showed that the inverse association of increased KIM-1 levels with lower eGFR is likely to represent a causal link.

[1]  P. D. De Jager,et al.  Blood kidney injury molecule-1 is a biomarker of acute and chronic kidney injury and predicts progression to ESRD in type I diabetes. , 2014, Journal of the American Society of Nephrology : JASN.

[2]  C. Forsblom,et al.  Urinary Liver-Type Fatty Acid–Binding Protein and Progression of Diabetic Nephropathy in Type 1 Diabetes , 2013, Diabetes Care.

[3]  S. Tang,et al.  Kidney injury molecule‐1: More than just an injury marker of tubular epithelial cells? , 2013, Journal of cellular physiology.

[4]  D. Siscovick,et al.  Associations of urinary levels of kidney injury molecule 1 (KIM-1) and neutrophil gelatinase-associated lipocalin (NGAL) with kidney function decline in the Multi-Ethnic Study of Atherosclerosis (MESA). , 2012, American journal of kidney diseases : the official journal of the National Kidney Foundation.

[5]  A. Butterworth,et al.  Use of Mendelian randomisation to assess potential benefit of clinical intervention , 2012, BMJ : British Medical Journal.

[6]  J. Dear,et al.  Measuring urinary tubular biomarkers in type 2 diabetes does not add prognostic value beyond established risk factors. , 2012, Kidney international.

[7]  Benjamin J. Keller,et al.  New Susceptibility Loci Associated with Kidney Disease in Type 1 Diabetes , 2012, PLoS genetics.

[8]  John Spertus,et al.  Plasma HDL cholesterol and risk of myocardial infarction: a mendelian randomisation study , 2012, The Lancet.

[9]  A. Köttgen,et al.  Neutrophil gelatinase-associated lipocalin (NGAL) and kidney injury molecule 1 (KIM-1) as predictors of incident CKD stage 3: the Atherosclerosis Risk in Communities (ARIC) Study. , 2012, American journal of kidney diseases : the official journal of the National Kidney Foundation.

[10]  H. Parving,et al.  Tubular markers are associated with decline in kidney function in proteinuric type 2 diabetic patients. , 2012, Diabetes research and clinical practice.

[11]  J. Imig,et al.  Glomerular Expression of Kidney Injury Molecule-1 and Podocytopenia in Diabetic Glomerulopathy , 2011, American Journal of Nephrology.

[12]  H. Parving,et al.  Tubular markers do not predict the decline in glomerular filtration rate in type 1 diabetic patients with overt nephropathy. , 2011, Kidney international.

[13]  Merlin C. Thomas,et al.  Competing-risk analysis of ESRD and death among patients with type 1 diabetes and macroalbuminuria. , 2011, Journal of the American Society of Nephrology : JASN.

[14]  Ewout W Steyerberg,et al.  Extensions of net reclassification improvement calculations to measure usefulness of new biomarkers , 2011, Statistics in medicine.

[15]  G. Abecasis,et al.  MaCH: using sequence and genotype data to estimate haplotypes and unobserved genotypes , 2010, Genetic epidemiology.

[16]  F. Palm,et al.  Tubular reabsorption and diabetes‐induced glomerular hyperfiltration , 2010, Acta physiologica.

[17]  S. Genuth,et al.  Early urinary markers of diabetic kidney disease: a nested case-control study from the Diabetes Control and Complications Trial (DCCT). , 2010, American journal of kidney diseases : the official journal of the National Kidney Foundation.

[18]  C. Schmid,et al.  A new equation to estimate glomerular filtration rate. , 2009, Annals of internal medicine.

[19]  Merlin C. Thomas,et al.  The Presence and Severity of Chronic Kidney Disease Predicts All-Cause Mortality in Type 1 Diabetes , 2009, Diabetes.

[20]  S. Chaturvedi,et al.  Assay Validation for KIM-1: human urinary renal dysfunction biomarker , 2009, International journal of biological sciences.

[21]  George Davey Smith,et al.  Mendelian randomization: Using genes as instruments for making causal inferences in epidemiology , 2008, Statistics in medicine.

[22]  M. Pencina,et al.  Evaluating the added predictive ability of a new marker: From area under the ROC curve to reclassification and beyond , 2008, Statistics in medicine.

[23]  Manuel A. R. Ferreira,et al.  PLINK: a tool set for whole-genome association and population-based linkage analyses. , 2007, American journal of human genetics.

[24]  M. C. V. D. Heuvel,et al.  Tubular kidney injury molecule‐1 (KIM‐1) in human renal disease , 2007, The Journal of pathology.

[25]  S. Bakker,et al.  Tubular kidney injury molecule-1 in protein-overload nephropathy. , 2006, American journal of physiology. Renal physiology.

[26]  D. Reich,et al.  Principal components analysis corrects for stratification in genome-wide association studies , 2006, Nature Genetics.

[27]  Joseph V Bonventre,et al.  Urinary kidney injury molecule-1: a sensitive quantitative biomarker for early detection of kidney tubular injury. , 2006, American journal of physiology. Renal physiology.

[28]  Merlin C. Thomas,et al.  Metabolic syndrome in type 1 diabetes: association with diabetic nephropathy and glycemic control (the FinnDiane study). , 2005, Diabetes care.

[29]  L. Sechi,et al.  Regression of microalbuminuria in type 1 diabetes. , 2003, The New England journal of medicine.

[30]  G. Zerbini Regression of microalbuminuria in type 1 diabetes. , 2003, New England Journal of Medicine.

[31]  J. Bonventre,et al.  Shedding of Kidney Injury Molecule-1, a Putative Adhesion Protein Involved in Renal Regeneration* , 2002, The Journal of Biological Chemistry.

[32]  Joseph V. Bonventre,et al.  Kidney Injury Molecule-1 (KIM-1), a Putative Epithelial Cell Adhesion Molecule Containing a Novel Immunoglobulin Domain, Is Up-regulated in Renal Cells after Injury* , 1998, The Journal of Biological Chemistry.

[33]  J. Stock,et al.  Instrumental Variables Regression with Weak Instruments , 1994 .

[34]  E. DeLong,et al.  Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. , 1988, Biometrics.

[35]  J. Hausman Specification tests in econometrics , 1978 .

[36]  De-Min Wu,et al.  Alternative Tests of Independence between Stochastic Regressors and Disturbances , 1973 .

[37]  A. Krolewski,et al.  In patients with type 1 diabetes and new-onset microalbuminuria the development of advanced chronic kidney disease may not require progression to proteinuria. , 2010, Kidney international.

[38]  G. Navis,et al.  Effect of renin-angiotensin-aldosterone system inhibition, dietary sodium restriction, and/or diuretics on urinary kidney injury molecule 1 excretion in nondiabetic proteinuric kidney disease: a post hoc analysis of a randomized controlled trial. , 2009, American journal of kidney diseases : the official journal of the National Kidney Foundation.

[39]  Ronald P. Brown,et al.  Comparison of kidney injury molecule-1 and other nephrotoxicity biomarkers in urine and kidney following acute exposure to gentamicin, mercury, and chromium. , 2008, Toxicological sciences : an official journal of the Society of Toxicology.

[40]  R. D. de Boer,et al.  Induction of kidney injury molecule-1 in homozygous Ren2 rats is attenuated by blockade of the renin-angiotensin system or p38 MAP kinase. , 2007, American journal of physiology. Renal physiology.

[41]  田中 彰 Tubular dysfunction in the early stage of diabetic nephropathy , 1988 .