recent guidelines for the management of hypertension have recognized the relevance of albuminuria and an estimated glomerular filtration rate ( egfr ) value < 60  ml  min per 1.73  m on cardiovascular ( cv ) prognosis of hypertensive patients .
the presence or absence of albumin in urine and the level of egfr allow patients to be allocated to one of the five stages of chronic kidney disease ( ckd ) , described by the us national kidney foundation 's ( nkf ) kidney disease outcomes quality initiative ( k / doqi ) guidelines , which is the accepted classification of any renal disease .
the available information about the prevalence of renal dysfunction in arterial hypertension arises chiefly from clinical trials enrolling elderly hypertensive subjects or patients with high or very high cv risk .
little is known about the clinical correlates of the various stages of kidney disease in arterial hypertension , especially in patients without diabetes and free from cv complications .
we recently found that renal dysfunction is highly prevalent among non - diabetic middle - aged subjects with non - malignant arterial hypertension and without cv complications , participating to the redhy ( renal dysfunction in hypertension ) study .
the aim of this study was to analyse , in the same wide group of hypertensive subjects , the clinical correlates of different degrees of renal dysfunction .
the study population was selected from 2258 caucasian hypertensive patients consecutively attending our hypertension centre .
most of them had been referred to our institution by their general practitioners for specialist advice .
exclusion criteria : 
 age lower than 18 years and greater than 70 yearsknown diabetes or fasting glycaemia126  mg per 100  mlgrade ii  iii ( world health organization classification ) obesity ( body mass index ( bmi)>35  kg / m)known renal , renovascular , malignant or endocrine hypertensionknown proteinuria and haematuriaprevious known nephritic diseases and hereditary renal diseasesheart failurepositive history or clinical signs of ischaemic heart diseasepositive history or clinical signs of cerebrovascular diseasesmajor non - cardiovascular diseasesunreliable 24-h urine collection .
( that is , creatinine excretion < 10  mg  kg for women and < 15  mg  kg for men was considered undercollection ; a urinary creatinine ouptut>30  mg  kg in men and>25  mg  kg in women was considered as overcollection ) .
age lower than 18 years and greater than 70 years known diabetes or fasting glycaemia126  mg per 100  ml grade ii 
iii ( world health organization classification ) obesity ( body mass index ( bmi)>35  kg / m ) known renal , renovascular , malignant or endocrine hypertension known proteinuria and haematuria previous known nephritic diseases and hereditary renal diseases positive history or clinical signs of ischaemic heart disease positive history or clinical signs of cerebrovascular diseases major non - cardiovascular diseases unreliable 24-h urine collection .
( that is , creatinine excretion < 10  mg  kg for women and < 15  mg  kg for men was considered undercollection ; a urinary creatinine ouptut>30  mg  kg in men and>25  mg  kg in women was considered as overcollection ) . endocrine and renovascular hypertension
was ruled out by clinical examination , and determination of serum electrolytes , plasma renin activity , plasma aldosterone , plasma catecholamines and where appropriate , by performing renal echography , echo - doppler of renal arteries and renoscintigraphy .
written informed consent was obtained from each subject and the study was approved by the local review board . in all subjects ,
body weight , height and waist circumference were measured by a nurse and clinic blood pressure was recorded by a doctor , following the recommendations of the 2007 european society of hypertension/ european society of cardiology guidelines .
clinic blood pressure was considered as the mean of three consecutive measurements obtained by a mercury sphygmomanometer , after 5  min of rest in sitting position .
serum and urine creatinine concentrations were determined by the kinetic picrate method using an autoanalyser ( monarch 2000 autoanalyser ; instrumentation laboratories , lexington , ma , usa ) .
the 24-h albumin excretion rate ( aer ) was assayed by radioimmunological analysis ( techno genetics ria kit ) . in subjects with urinary tract infections ,
the patients were advised to avoid excessive physical efforts on the day before and during the 24-h urine collections .
collections were postponed in female participants reporting menstruation or febrile illnesses at the time of collection . the gfr was estimated ( egfr ) by the abbreviated prediction equation of the modification diet in renal disease study ( mdrd ) : 186  serum creatinine ( mg per 100  ml )  age ( years ) (  0.742 for women ) .
the ethnicity factor of the equation was not used because our study population was exclusively white .
microalbuminuria and macroalbuminuria were defined as 24-h aer 20199  g  min and 200  g  min , respectively .
we used the classification proposed by the us nkf k / doqi guidelines for ckd to define the stages of renal function impairment .
ckd stages were defined as follows : stage 1 , egfr greater than 90  ml  min per 1.73  m and 24-h aer>20  g  min ; stage 2 , egfr of 60 to 89  ml  min per 1.73  m and 24-h aer>20  g  min ; stage 3 , egfr of 30 to 59  mlmin per 1.73  m ; stage 4 , egfr of 15 to 29  ml  min per 1.73  m ; stage 5 , egfr less than 15  ml  min per 1.73  m. a total of 402 subjects met the exclusion criteria .
, except for aer , which , because of its skewed distribution , was expressed as the median and interquartile range .
comparisons of each stage of ckd with the group of subjects without ckd were performed , if the overall f - test was significant , by using the holm post hoc test .
the relationship between egfr and aer was tested by the pearson 's correlation coefficients . to investigate the independent correlates of each stage of ckd ,
multiple logistic regression analyses were performed by calculating odd ratios and their 95% confidence limits , after adjustment for age , systolic ( sbp ) and diastolic ( dbp ) blood pressures , waist circumference , serum uric acid ( sua ) , triglycerides , high - density lipoprotein ( hdl ) cholesterol , total cholesterol , duration of hypertension ( included as continuous variables ) , gender , previous treatment for hypertension , smoking habit ( included as categorical variables ) . for this analysis ,
patients of stage 4 and stage 5 were pooled in a single group because the low number of subjects belonging to the stage 5 . in all multiple regression analyses ,
a backward stepwise procedure was used , with =0.15 as the cut - off for entry or removal of variables , which is the default value of the systat statistical package .
the statistical analyses were performed using the systat data software package , version 5.2 ( systat , evanston , il , usa ) .
serum and urine creatinine concentrations were determined by the kinetic picrate method using an autoanalyser ( monarch 2000 autoanalyser ; instrumentation laboratories , lexington , ma , usa ) .
the 24-h albumin excretion rate ( aer ) was assayed by radioimmunological analysis ( techno genetics ria kit ) . in subjects with urinary tract infections ,
the patients were advised to avoid excessive physical efforts on the day before and during the 24-h urine collections .
collections were postponed in female participants reporting menstruation or febrile illnesses at the time of collection . the gfr was estimated ( egfr ) by the abbreviated prediction equation of the modification diet in renal disease study ( mdrd ) : 186  serum creatinine ( mg per 100  ml )  age ( years ) (  0.742 for women ) .
the ethnicity factor of the equation was not used because our study population was exclusively white .
microalbuminuria and macroalbuminuria were defined as 24-h aer 20199  g  min and 200  g  min , respectively .
we used the classification proposed by the us nkf k / doqi guidelines for ckd to define the stages of renal function impairment .
ckd stages were defined as follows : stage 1 , egfr greater than 90  ml  min per 1.73  m and 24-h aer>20  g  min ; stage 2 , egfr of 60 to 89  ml  min per 1.73  m and 24-h aer>20  g  min ; stage 3 , egfr of 30 to 59  mlmin per 1.73  m ; stage 4 , egfr of 15 to 29  ml  min per 1.73  m ; stage 5 , egfr less than 15  ml  min per 1.73  m.
a total of 402 subjects met the exclusion criteria . therefore , the final analysis involved 1856 patients .
, except for aer , which , because of its skewed distribution , was expressed as the median and interquartile range .
comparisons of each stage of ckd with the group of subjects without ckd were performed , if the overall f - test was significant , by using the holm post hoc test .
the relationship between egfr and aer was tested by the pearson 's correlation coefficients . to investigate the independent correlates of each stage of ckd ,
multiple logistic regression analyses were performed by calculating odd ratios and their 95% confidence limits , after adjustment for age , systolic ( sbp ) and diastolic ( dbp ) blood pressures , waist circumference , serum uric acid ( sua ) , triglycerides , high - density lipoprotein ( hdl ) cholesterol , total cholesterol , duration of hypertension ( included as continuous variables ) , gender , previous treatment for hypertension , smoking habit ( included as categorical variables ) . for this analysis ,
patients of stage 4 and stage 5 were pooled in a single group because the low number of subjects belonging to the stage 5 . in all multiple regression analyses ,
a backward stepwise procedure was used , with =0.15 as the cut - off for entry or removal of variables , which is the default value of the systat statistical package .
the statistical analyses were performed using the systat data software package , version 5.2 ( systat , evanston , il , usa ) .
the mean age of the 1856 patients enrolled in the study was 4714 years , 53% of whom were men .
the median value and interquartile range of aer were 9 ( 518.5 ) g  min .
microalbuminuria and macroalbuminuria were detected , respectively , in 22.7 and 0.7% of the entire population .
the mean values of serum creatinine and estimated gfr were , respectively , 0.970.58  mg per 100  ml and 89.726  ml  min per 1.73 m .
only 5.2% of the overall population had simultaneously albuminuria and an estimated gfr less than 60  ml  min per 1.73 m .
aer and egfr were weakly ( r=0.13 ) , but significantly ( p<0.001 ) inversely related .
the main clinical characteristics of the hypertensive patients with the different stages of ckd , compared to those without ckd , are given in table 1 
 . of the patients enrolled in the study ,
the antihypertensive treatment of this subgroup was based on : ace inhibitors ( alone and in combination with a diuretic ; 35% ) ; at1 blockers ( alone and in combination with a diuretic ; 25% ) , -blockers or --blockers ( alone and in combination with a diuretic ; 11% ) , -blockers ( 3% ) , calcium antagonists ( 12% ) , a combination of two or more of these drugs ( 14% ) .
the distribution of the antihypertensive therapy and of the classes of bp - lowering drugs among the patients divided according to the level of renal function is reported in table 2 
 .
even if the prevalence of patients treated for hypertension was higher in the group of subjects belonging to stage 1 and stage 2 ckd , when compared to the group without kidney dysfunction , the percentage of subjects treated with ace inhibitors or at1-blockers or other classes of antihypertensive drugs did not differ significantly in the various groups . a stepwise multiple logistic regression model ( table 3 
 ) in which each stage of ckd was considered as outcome variable and including as covariates age , sbp and dbp , waist circumference , sua , triglycerides , hdl cholesterol , total cholesterol , duration of hypertension , gender , previous treatment for hypertension , smoking habit , revealed that sbp was independently associated with stage 1 , stage 2 and stage 3 ckd , whereas waist circumference was positively related to stage 1 and stage 2 ckd and inversely associated with stage 3 and stages 45 ckd .
the same analysis showed that sua was an independent predictor of stage 3 and stages 45 ckd and age was negatively associated with stage 1 and positively related to stage 3 ckd .
previous pharmacological antihypertensive therapy was positively related to stage 1 and stage 2 ckd but these associations attain statistical significance only for stage 2 ckd ( table 3 ) .
this study showed that , in a population of non - diabetic hypertensive subjects without cv complications , the factors associated with milder forms of renal dysfunction are , in part , different from those associated with more advanced stages of kidney dysfunction . indeed
, multiple logistic regression analysis disclosed that waist circumference , sbp and previous pharmacological therapy for hypertension were independent correlates of both stage 1 and stage 2 ckd , even if this latter association reached statistical significance only for stage 2 ckd .
these findings are consistent with several previous studies showing that sbp and abdominal obesity are two important determinants of microalbuminuria , a key component of the two first stages of the nkf classification of ckd . the greater proportion of subjects , pharmacologically treated for high bp
, we found in the group with stage 1 and stage 2 ckd when compared to the group without renal dysfunction is probably due to the longer duration of hypertension , the higher bp values and the greater bmi observed in the former in comparison to the latter .
it is likely that all these characteristics prompted the general practitioners to treat these patients with antihypertensive drugs more frequently than those without ckd .
the inverse association we found between age and stage 1 is likely attributable to the inclusion in this stage of subjects with normal estimated gfr , which is inversely related to age in the equation used to calculate it by the mdrd study formula . probably for the opposite reason we found a direct association between age and stage 3 ckd .
although sua elevations have long been recognized as marker of renal disease , they are not usually considered to have a causal role in kidney dysfunction .
however , recent epidemiologic studies have identified sua elevations as an independent risk factor for ckd . on the other hand , it well known that the kidney may be both a cause and a victim of high bp and there is now a consensus that systolic , rather than diastolic , bp poses the greater risk for renal function deterioration . besides these expected relationships of stage 3 with sua and sbp elevations
, we observed an inverse association between waist circumference and stage 3 and stage 45 ckd .
this finding seems to be in contrast with recent evidence that highlighted the importance of obesity as risk factor for end - stage renal disease .
however , it is noteworthy that this evidence arises chiefly from longitudinal studies performed in the general population , also including severely obese subjects . in our study , patients with bmi greater than 35  kg / m were excluded to reduce the potential influence on the prevalence of kidney dysfunction of our population of the glomerulopathy related to an increased bmi and especially to severe degrees of obesity .
moreover , in some studies , conducted in hypertensive persons , lower levels of bmi were detected in subjects with decreased values of gfr , such as in our study and more recently the framingham offspring study showed that obesity was not associated per se with an independent risk to develop stage 3 ckd , after adjustment for known cv disease risk factors .
therefore , undernutrition may contribute to explain the negative relationship we found between obesity and advanced stages of ckd .
however , the cross - sectional design of this study does not allow us to establish the direction of causality relations between obesity and renal insufficiency .
increased aer and reduced egfr were only weakly related to each other ( r=0.13 ) .
this implies that these two markers of renal dysfunction identify , in part , different groups of patients in the hypertensive population .
moreover , the factors associated with stages 12 ckd were at least , in part , distinct from those related to stages 35 ckd .
this observation suggests that milder forms of renal dysfunction and more advanced stages of kidney dysfunction have partially different pathogenetic mechanisms and may provide complementary information regarding cv risk .
our findings are , in part , in line with recent observations obtained in hypertensive individuals and in general population .
all these data support recent recommendations defining ckd and stratifying subsequent risks based on both decreased gfr and albuminuria . to estimate the gfr we used the four - variable formula proposed by the mdrd study , a method that is now considered the best predictor of true gfr in clinical settings and a reliable tool for determining impaired kidney function in several populations .
this formula has been recently questioned , because it may underestimate the true gfr in the normal - high range .
consequently , the mdrd equation should be used with caution in patients with gfr>60  ml  min per 1.73  m. despite this limitation , it has been clearly documented that the gfr estimated by the mdrd formula is a powerful prognosticator for adverse cv outcomes . moreover , in the hypertensive population of the value trial , the mdrd study equation was a better predictor of cv events than the creatinine clearance rate calculated by the cockcroft 
the main limitation is the cross - sectional nature of our investigation that precluded assessment of the temporality of the observed associations and thus determination of causality .
another possible weakness in our results could be represented by the influence of pharmacologic treatment , even if it was taken into account in the multivariate analyses . moreover , the percentage of subjects treated with ace inhibitors or at1-blockers or other classes of antihypertensive drugs did not differ significantly in the various groups .
it is well known that there is a considerable intrapersonal variation of urinary albumin excretion .
therefore , the measurement of only one value of aer may be another limitation of our study . however ,
as reported in the methods section , we adopted several precautions to reduce the variability of aer .
we previously performed a study in 70 never - treated hypertensive subjects , which underwent two measurements of the 24-h aer at 1 week interval , using the same precautions employed in this study .
we found a spearman 's correlation coefficient for these two measurements of 0.75 ( p<0.0001 ) .
of those participants with microalbuminuria at the fist examination , 81% had microalbuminuria at the second evaluation .
moreover , it is important to note that in several studies , in which a relationship between aer and cv prognosis was found , only one measurement was performed . in conclusion , in non - diabetic hypertensive patients without cv complications the factors associated with milder forms of renal dysfunction are , in part , different from those associated with more advanced stages of kidney dysfunction .
the main limitation is the cross - sectional nature of our investigation that precluded assessment of the temporality of the observed associations and thus determination of causality .
another possible weakness in our results could be represented by the influence of pharmacologic treatment , even if it was taken into account in the multivariate analyses .
moreover , the percentage of subjects treated with ace inhibitors or at1-blockers or other classes of antihypertensive drugs did not differ significantly in the various groups .
it is well known that there is a considerable intrapersonal variation of urinary albumin excretion .
therefore , the measurement of only one value of aer may be another limitation of our study .
however , as reported in the methods section , we adopted several precautions to reduce the variability of aer .
we previously performed a study in 70 never - treated hypertensive subjects , which underwent two measurements of the 24-h aer at 1 week interval , using the same precautions employed in this study .
we found a spearman 's correlation coefficient for these two measurements of 0.75 ( p<0.0001 ) .
of those participants with microalbuminuria at the fist examination , 81% had microalbuminuria at the second evaluation .
moreover , it is important to note that in several studies , in which a relationship between aer and cv prognosis was found , only one measurement was performed . in conclusion , in non - diabetic hypertensive patients without cv complications the factors associated with milder forms of renal dysfunction are , in part , different from those associated with more advanced stages of kidney dysfunction .
 our study was aimed to assess the clinical correlates of different degrees of renal dysfunction in a wide group of non - diabetic hypertensive patients , free from cardiovascular ( cv ) complications and known renal diseases , participating to the redhy ( renal dysfunction in hypertension ) study . 
 a total of 1856 hypertensive subjects ( mean age : 4714 years ) , attending our hypertension centre , were evaluated . 
 the glomerular filtration rate ( gfr ) was estimated by the simplified modification of diet in renal disease study prediction equation . 
 a 24-h urine sample was collected to determine albumin excretion rate ( aer ) . 
 albuminuria was defined as an aer greater than 20  g  min1 . 
 we used the classification proposed by the us national kidney foundation 's guidelines for chronic kidney disease ( ckd ) to define the stages of renal function impairment . in multiple logistic regression analysis , 
 the probability of having stage 1 and stage 2 ckd was significantly higher in subjects with greater values of systolic blood pressure ( sbp ) and with larger waist circumference . 
 sbp was also positively related to stage 3 ckd . 
 stage 3 and stages 45 ckd were inversely associated with waist circumference and directly associated with serum uric acid . 
 age was inversely related to stage 1 ckd and directly related to stage 3 ckd . 
 the factors associated with milder forms of kidney dysfunction are , in part , different from those associated with more advanced stages of renal function impairment . 
Introduction
Methods
Measurements
Statistics
Results
Discussion
Study limitations
Conflict of interest