Clinical and Laboratory Profile of Patients
With Type 2 Diabetes With Low
Glomerular Filtration Rate and
Normoalbuminuria
CAROLINE K. KRAMER, MD
CRISTIANE B. LEITA ˜ O, MD
LANA C. PINTO
SANDRA P. SILVEIRO, MD
JORGE L. GROSS, MD
LU´ IS H. CANANI, MD
T
he initial evidence of diabetic ne-
phropathy in type 2 diabetic patients
is the development of microalbumin-
uria (1). However, the UK Prospective Dia-
betes Study demonstrated that 51% of
patients who progress to chronic renal fail-
ure had no preceding albuminuria (1).
Patients with low estimated glomeru-
lar filtration rate (eGFR) (60 ml/min per
1.73 m
2
) and normoalbuminuria pre-
sented an increased rate of cardiovascular
disease (2– 4) due to unknown reasons.
Aggregation of conventional cardiovascu-
lar risk factors might play a role. There-
fore, the aim of this study was to analyze
the clinical and laboratory features of type
2 diabetic patients with low eGFR and
normoalbuminuria.
RESEARCH DESIGN AND
METHODS — A cross-sectional study
was performed in all consecutive nor-
moalbuminuric type 2 diabetic patients
attending the outpatient clinic at Hospital
de Clinicas de Porto Alegre, Porto Alegre,
Brazil, between 1999 and 2006 with
eGFR 15 ml/min per 1.73 m
2
. Nor-
moalbuminuria was defined by urinary
albumin excretion (UAE) values 20 g/
min, 17 mg/l (random sample), or 30
mg in 24 h (5) on at least two occasions
over the preceding 6 months while on
their usual antihypertensive medication.
eGFR was calculated using the Modifica-
tion of Diet in Renal Disease formula:
186 [plasma creatinine (mg/dl)
-1.154
age (years)
-0.203
(1.212 if black)
(0.742 if female)] (6). All patients an-
swered a standard questionnaire and un-
derwent physical examination and
laboratory tests. Metabolic syndrome was
defined according to National Cholesterol
Education Program Adult Treatment
Panel III criteria (7).
UAE was measured by immunoturbi-
dimetry. Serum creatinine was measured
by the Jaffe ´ method and the lipid profile
by a colorimetric method. Insulin resis-
tance was estimated by homeostasis
model assessment of insulin resistance
(HOMA-IR) (8) in a subset of subjects not
on insulin and with serum creatinine
1.5 mg/dl.
Fundus examination was performed
by an expert ophthalmologist after mydri-
asis. For the purpose of this study, pa-
tients were classified only according to
the presence or absence of any degree of
diabetic retinopathy. The presence of cor-
onary heart disease was evaluated by the
World Health Organization question-
naire for cardiovascular disease, a 12-lead
resting electrocardiogram, or a fixed and
nonperfused area at myocardial scintigra-
phy, as previously described (9,10). The
presence of cerebrovascular disease was
established if a history of stroke and/or
sequelae were present. Peripheral vascu-
lar disease was defined in the presence of
intermittent claudication, as assessed by
the World Health Organization question-
naire for cardiovascular disease and/or
the absence of lower limb pulses.
Student’s t test or the
2
tests and
Pearson’s correlations were performed.
Variables with nonnormal distribution
(triglycerides, UAE, and HOMA-IR) were
log transformed. Multiple linear regres-
sion analysis was performed with eGFR as
the dependent variable and age, sex, ACE
inhibitor use, systolic blood pressure,
triglycerides, and total cholesterol as in-
dependent variables. P values 0.05 (two
tailed) were considered significant.
RESULTS — A total of 660 normoalbu-
minuric type 2 diabetic patients were
evaluated. Eighty-four (12.7%) had low
eGFR (15– 60 ml/min per 1.73 m
2
), and
the remaining 576 comprised the refer-
ence group (87.2%) (Table 1). The group
of patients with low eGFR was older
(62.9 10.3 vs. 56.8 9.5 years, P
0.001), had more women (77.4 vs.
60.2%, P = 0.002), and had higher total
cholesterol (222.8 52.0 vs. 205.3
43.9 mg/dl, P = 0.014), LDL cholesterol
(143.0 46.0 vs. 122.1 40.1 mg/dl,
P = 0.028), triglycerides (median 176
[minimum–maximum 46 – 842] vs. 158
[55–549] mg/dl, P = 0.006), and
HOMA-IR (11.4 [1.6 – 44.7] vs. 4.84
[0.3– 45], P = 0.014) than the reference
group. Moreover, this group also pre-
sented a high proportion of patients with
metabolic syndrome (81.9 vs. 70.2%, P =
0.027). There was no difference in the
prevalence of micro- and macrovascular
diabetes complications between low
eGFR and reference groups (diabetic ret-
inopathy: 28.4 vs. 31.6%, P = 0.575; cor-
onary heart disease: 29.2 vs. 31.2%, P =
0.729; peripheral vascular disease: 33.3
vs. 24.3%, P = 0.089; and cerebrovascu-
lar disease: 7.7 vs. 4.4%, P = 0.218). The
use of antihypertensive drugs (61 vs.
55%, P = 0.120), including ACE inhibi-
tors (45.5 vs. 33.5%, P = 0.132), was also
similar.
In a univariate analysis, eGFR corre-
●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●
From the Endocrine Division, Hospital de Clı ´nicas de Porto Alegre, Universidade Federal do Rio Grande do
Sul, Porto Alegre, Brazil.
Address correspondence and reprint requests to Luı ´s Henrique Canani, Servic ¸o de Endocrinologia do
Hospital de Clı´nicas de Porto Alegre, Rua Ramiro Barcelos 2350, Pre ´dio 12 4 andar, 90035-003, Porto
Alegre-RS, Brazil. E-mail: luiscanani@yahoo.com.br.
Received for publication 24 February 2007 and accepted in revised form 21 April 2007.
Published ahead of print at http://care.diabetesjournals.org on 27 April 2007. DOI: 10.2337/dc07-0387.
Abbreviations: eGFR, estimated glomerular filtration rate; GFR, glomerular filtration rate; HOMA-IR,
homeostasis model assessment of insulin resistance; UAE, urinary albumin excretion.
A table elsewhere in this issue shows conventional and Syste `me International (SI) units and conversion
factors for many substances.
© 2007 by the American Diabetes Association.
The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby
marked “advertisement” in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.
Clinical Care/Education/Nutrition/Psychosocial Research
B R I E F R E P O R T
1998 DIABETES CARE, VOLUME 30, NUMBER 8, AUGUST 2007
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