for this cross - sectional study , 532 patients ( men , n = 305 ; women , n = 227 ) were recruited by the department of endocrinology and nephrology , university of leipzig , as well as from three outpatient nephrology care units ( kfh renal unit , division of nephrology , hospital st . ckd stages were based on egfr ( milliliters per minute ) assessed by the modification of diet in renal disease formula using four parameters ( creatinine , age , race , and sex ) ( 15 ) . the following egfr thresholds were used for the different ckd stages as previously described ( 14 ) : 90 ml / min ( stage 1 ) , 6089 ml / min ( stage 2 ) , 3059 ml / min ( stage 3 ) , 1529 ml / min ( stage 4 ) , and < 15 ml / min or hemodialysis ( stage 5 ) . waist - to - hip ratio ( whr ) and waist - to - height ratio ( whtr ) were calculated after waist and hip circumference , as well as height , were assessed . age of the study population ranged from 19 to 91 years and bmi from 14.3 to 49.0 kg / m . homeostasis model assessment of insulin resistance ( homa - ir ) , as well as triglycerides and glucose ( tyg ) index [ ln ( fasting glucose in mmol / l  18.015/2  triglycerides in mmol / l  87.719 ) ] and mcauley index { exp [ 2.630.28 ln ( fasting insulin in pmol / l  0.1386 )  0.31 ln ( triglycerides in mmol / l ) ] } , was calculated as previously described ( 1618 ) . the following inclusion and exclusion criteria were applied : inclusion criteria , age > 18 years , nonpregnant , and provided written informed consent ; exclusion criteria , end - stage malignant diseases , acute generalized inflammation , acute infectious disease , and history of drug abuse . progranulin ( r&d systems , minneapolis , mn ) , high - sensitivity il-6 ( hsil-6 ) ( r&d systems , minneapolis , mn ) , leptin ( mediagnost , reutlingen , germany ) , and adiponectin ( mediagnost ) were determined with enzyme - linked immunosorbent assays according to the manufacturers instructions . serum creatinine ; fasting glucose ; fasting insulin ; triglycerides ; total , hdl , and ldl cholesterol , and high - sensitivity c - reactive protein ( hscrp ) were measured in a certified laboratory by standard methods . spss software , version 18.0 ( ibm , armonk , ny ) , was used for all statistical analyses . overall group differences for continuous parameters were assessed by kruskal - wallis test followed by post hoc analysis with prior adjustment for age , sex , and bmi . univariate correlations were assessed by spearman rank correlation method followed by bonferroni adjustment for multiple testing . furthermore , 95% cis were determined using analyze - it 2.26 ( leeds , u.k . ) . for adjustment for the effects of covariates and identification of independent relationships , analysis , distribution of continuous variables was tested for normality using shapiro - wilk test and nonnormally distributed parameters were logarithmically transformed . a p value of < 0.05 was considered statistically significant in all analyses . progranulin ( r&d systems , minneapolis , mn ) , high - sensitivity il-6 ( hsil-6 ) ( r&d systems , minneapolis , mn ) , leptin ( mediagnost , reutlingen , germany ) , and adiponectin ( mediagnost ) were determined with enzyme - linked immunosorbent assays according to the manufacturers instructions . serum creatinine ; fasting glucose ; fasting insulin ; triglycerides ; total , hdl , and ldl cholesterol , and high - sensitivity c - reactive protein ( hscrp ) were measured in a certified laboratory by standard methods . spss software , version 18.0 ( ibm , armonk , ny ) , was used for all statistical analyses . overall group differences for continuous parameters were assessed by kruskal - wallis test followed by post hoc analysis with prior adjustment for age , sex , and bmi . univariate correlations were assessed by spearman rank correlation method followed by bonferroni adjustment for multiple testing . furthermore , 95% cis were determined using analyze - it 2.26 ( leeds , u.k . ) . for adjustment for the effects of covariates and identification of independent relationships , analysis , distribution of continuous variables was tested for normality using shapiro - wilk test and nonnormally distributed parameters were logarithmically transformed table 1 summarizes clinical characteristics of the five subgroups studied ( ckd 15 ) , and all continuous variables are given as median ( interquartile range ) . serum progranulin levels were 70.8 g / l ( interquartile range 27.8 ) in the total sample . circulating progranulin was significantly different between the five subgroups even after adjustment for age , sex , and bmi ( p < 0.001 ) ( table 1 ) . furthermore , progranulin serum levels increased with deteriorating renal function , with highest levels seen in stage 5 of ckd ( table 1 ) . in contrast , a significant difference in progranulin concentrations could not be demonstrated depending on sex ( female 69.9 g / l [ interquartile range 25.4 ] ; male 71.8 g / l [ 31.5 ] ) , type 2 diabetes ( type 2 diabetic patients 71.6 g / l [ 29.8 ] ; nondiabetic subjects 70.4 g / l [ 27.0 ] ) , or current smoking ( smoker g / l 75.4 [ 35.7 ] ; nonsmoker g / l 70.5 [ 26.9 ] ) . baseline characteristics of the study population divided into five stages of ckd serum progranulin concentrations in all individuals positively and significantly correlated with whr , whtr , serum creatinine , triglycerides , hscrp , hsil-6 , and adiponectin ( table 2 ) . in addition , progranulin was negatively and significantly associated with diastolic blood pressure ( dbp ) , egfr , fasting glucose , total cholesterol , hdl cholesterol , and ldl cholesterol ( table 2 ) . furthermore , in a subset of 351 individuals , circulating progranulin was not significantly associated with fat mass , body fat percentage , lean body mass , or basic metabolic rate assessed by bioelectrical impedance analysis ( data not shown ) . univariate correlations with serum progranulin in the study population   multiple linear regression analysis revealed that renal function assessed as ckd stage remained independently associated with circulating progranulin levels after adjustment for age , sex , dbp , whr , triglycerides , hdl cholesterol , ldl cholesterol , hsil-6 , and adiponectin , as well as antihypertension , antidiabetes , and lipid - lowering treatment ( table 3 ) . similar results were obtained when egfr instead of ckd stage was included in the model ( data not shown ) . besides ckd stage , age , hsil-6 , and adiponectin remained independent predictors of progranulin serum levels in this analysis ( table 3 ) . of note , all variables remaining significant in multivariate analysis except age ; i.e. , egfr , hsil-6 , and adiponectin , were significantly associated with progranulin serum concentrations in both female and male subjects in univariate analysis ( data not shown ) . sex , dbp , whr , triglycerides , hdl cholesterol , and ldl cholesterol , as well as antihypertension , antidiabetes , and lipid - lowering treatment , were not significantly associated with progranulin serum concentrations in multivariate analysis ( table 3 ) . furthermore , homa - ir , tyg index , and mcauley index were not independent predictors of progranulin when included in multivariate analysis instead of adiponectin ( data not shown ) . correlation between progranulin ( dependent variable ) and ckd stage adjusted for age and sex , as well as dbp , whr , triglycerides , hdl cholesterol , ldl cholesterol , hsil-6 , adiponectin , antihypertension treatment , antidiabetes treatment , and lipid - lowering treatment ( total n = 516 ) table 1 summarizes clinical characteristics of the five subgroups studied ( ckd 15 ) , and all continuous variables are given as median ( interquartile range ) . serum progranulin levels were 70.8 g / l ( interquartile range 27.8 ) in the total sample . circulating progranulin was significantly different between the five subgroups even after adjustment for age , sex , and bmi ( p < 0.001 ) ( table 1 ) . furthermore , progranulin serum levels increased with deteriorating renal function , with highest levels seen in stage 5 of ckd ( table 1 ) . in contrast , a significant difference in progranulin concentrations could not be demonstrated depending on sex ( female 69.9 g / l [ interquartile range 25.4 ] ; male 71.8 g / l [ 31.5 ] ) , type 2 diabetes ( type 2 diabetic patients 71.6 g / l [ 29.8 ] ; nondiabetic subjects 70.4 g / l [ 27.0 ] ) , or current smoking ( smoker g / l 75.4 [ 35.7 ] ; nonsmoker g / l 70.5 [ 26.9 ] ) . serum progranulin concentrations in all individuals positively and significantly correlated with whr , whtr , serum creatinine , triglycerides , hscrp , hsil-6 , and adiponectin ( table 2 ) . in addition , progranulin was negatively and significantly associated with diastolic blood pressure ( dbp ) , egfr , fasting glucose , total cholesterol , hdl cholesterol , and ldl cholesterol ( table 2 ) . furthermore , in a subset of 351 individuals , circulating progranulin was not significantly associated with fat mass , body fat percentage , lean body mass , or basic metabolic rate assessed by bioelectrical impedance analysis ( data not shown ) . multiple linear regression analysis revealed that renal function assessed as ckd stage remained independently associated with circulating progranulin levels after adjustment for age , sex , dbp , whr , triglycerides , hdl cholesterol , ldl cholesterol , hsil-6 , and adiponectin , as well as antihypertension , antidiabetes , and lipid - lowering treatment ( table 3 ) . similar results were obtained when egfr instead of ckd stage was included in the model ( data not shown ) . besides ckd stage , age , hsil-6 , and adiponectin remained independent predictors of progranulin serum levels in this analysis ( table 3 ) . of note , all variables remaining significant in multivariate analysis except age ; i.e. , egfr , hsil-6 , and adiponectin , were significantly associated with progranulin serum concentrations in both female and male subjects in univariate analysis ( data not shown ) . sex , dbp , whr , triglycerides , hdl cholesterol , and ldl cholesterol , as well as antihypertension , antidiabetes , and lipid - lowering treatment , were not significantly associated with progranulin serum concentrations in multivariate analysis ( table 3 ) . furthermore , homa - ir , tyg index , and mcauley index were not independent predictors of progranulin when included in multivariate analysis instead of adiponectin ( data not shown ) . correlation between progranulin ( dependent variable ) and ckd stage adjusted for age and sex , as well as dbp , whr , triglycerides , hdl cholesterol , ldl cholesterol , hsil-6 , adiponectin , antihypertension treatment , antidiabetes treatment , and lipid - lowering treatment ( total n = 516 ) in the current study , we show for the first time that renal function assessed as egfr is a strong , independent predictor of circulating levels of the adipokine progranulin . furthermore , progranulin serum concentrations significantly increase with deteriorating renal function assessed as ckd stage independent of age , sex , and bmi . it is interesting to note in this context that various studies have reported an association between renal function and multiple adipokines . thus , circulating levels of the adipokines leptin ( 12 ) , adiponectin ( 13 ) , retinol - binding protein-4 ( 19 ) , zinc-2-glycoprotein ( 20 ) , adipocyte fatty acid  binding protein ( 21 ) , fibroblast growth factor 21 ( 22 ) , and chemerin ( 23 ) are significantly elevated in end - stage renal disease . with these results taken into consideration , it seems that the association between adipokines and renal function is not restricted to progranulin . furthermore , our findings are in accordance with the hypothesis that impaired renal clearance function might account for this association . interestingly , progranulin can be found in significant amounts in spot urine samples ( data not shown ) . however , urinary progranulin is not significantly correlated with serum progranulin in a subgroup ( n = 145 ) of our study population ( r = 0.048 ; p = 0.564 ) . these findings are in agreement with the hypothesis that progranulin is at least partly degraded during renal elimination . besides renal elimination , hepatic clearance of adipokines including adiponectin ( 24 ) has been suggested and needs to be further assessed for progranulin in future studies . since median serum progranulin levels are not significantly different before and immediately after hemodialysis in a subcohort ( n = 30 ) of our ckd stage 5 patients ( data not shown ) , the adipokine does not appear to be dialyzable . it is interesting to note in the context of our study that matsubara et al . ( 5 ) present evidence that progranulin induces proinflammatory il-6 in adipose tissue . in agreement with these results furthermore , inflammation is one of the key factors promoting vascular disease when renal function deteriorates ( 25 ) . taking these results into consideration , it is tempting to speculate that progranulin might directly contribute to the proinflammatory state frequently seen in renal dysfunction . clearly , more work is needed to elucidate the role of this adipokine in renal disease . various studies demonstrate a positive association between circulating progranulin and components of the metabolic syndrome including insulin resistance , obesity , and dyslipidemia ( 69,11 ) . in agreement with these findings , progranulin positively correlates with anthropometric markers of adverse fat distribution ( whr and whtr ) , as well as triglycerides , and is negatively associated with hdl cholesterol in univariate analysis in our cohort . however , these associations are all lost after controlling for renal function . based on the results of our study , serum creatinine or egfr it is interesting to note in this context that renal function was not assessed in recent papers on progranulin regulation in the metabolic syndrome in humans ( 69,11 ) . furthermore , progranulin is positively associated with circulating levels of the insulin - sensitizing and anti - inflammatory adipokine adiponectin in our cohort independent of renal function . it needs to be established in future studies whether increased circulating adiponectin might be a compensatory response to limit proinflammatory effects of progranulin . it is counterintuitive that homa - ir is reduced in patients with end - stage renal disease despite higher hscrp levels . however , improvements in insulin sensitivity after initiation of hemodialysis have been reported by different groups ( 26,27 ) . it is interesting to note in this context that ckd stage 5 patients in our cohort not on chronic hemodialysis tend to have higher homa - ir values compared with subjects on hemodialysis ( 1.76 vs. 1.22 ) . however , this difference does not reach statistical significance as assessed by mann - whitney u test ( p = 0.140 ) . to investigate effects of common genetic variation in the granulin ( grn ) gene on levels of progranulin , seven hapmap tagging single nucleotide polymorphisms covering the common genetic variation within grn have been genotyped in a subset of 412 of 532 patients of our study population . although one of the single nucleotide polymorphisms ( rs4792939 ) shows nominal association with circulating progranulin , this association would not withstand a correction for multiple testing ( e.g. , bonferroni correction ; data not shown ) . furthermore , rs4792939 does not remain a significant predictor of progranulin in multivariate analysis ( data not shown ) . therefore , genetic variation within grn does not seem to have a major impact on circulating progranulin . there are some limitations of the study that need to be emphasized : first , the study has a cross - sectional design , and , therefore , causality can not be established . second , the sample size is rather small , and it is quite possible that various nonsignificant associations in multivariate analyses would have become statistically significant if larger samples were studied . taken together , we describe for the first time that renal function is a strong independent predictor of serum levels of the adipokine progranulin . our results are compatible with the hypothesis that renal filtration is an important route of progranulin elimination and markers of renal function should be included in studies on progranulin physiology . prospective studies are needed to better elucidate the role of progranulin in deteriorating renal function , as well as metabolic and cardiovascular disease .
objectiveprogranulin has recently been introduced as a novel adipokine inducing insulin resistance and obesity . in the current study , we investigated renal elimination , as well as association of the adipokine with markers of the metabolic syndrome.research design and methodsprogranulin serum levels were quantified by enzyme - linked immunosorbent assay and correlated to anthropometric and biochemical parameters of renal function and glucose and lipid metabolism , as well as inflammation , in 532 patients with stages 15 of chronic kidney disease ( ckd).resultsmedian serum progranulin levels adjusted for age , sex , and bmi were significantly different between ckd stages with highest values detectable in stage 5 ( stage 1 , 58.3 g / l ; stage 2 , 63.0 g / l ; stage 3 , 65.4 g / l ; stage 4 , 68.8 g / l ; and stage 5 , 90.6 g / l ) . furthermore , ckd stage was the strongest independent predictor of circulating progranulin in our cohort . 
 in addition , high - sensitivity interleukin-6 and adiponectin remained significantly and independently correlated with the adipokine.conclusionswe demonstrate that progranulin serum levels increase with deteriorating renal function . 
 these findings are in accordance with the hypothesis that renal clearance is a major elimination route for circulating progranulin . 
 furthermore , the adipokine is positively and independently associated with markers of inflammation and adiponectin .