Association between kidney function and Framingham risk score in an admixed population of Brazil
http://dx.doi.org/10.1590/s2175-97902017000317185
Association between kidney function and Framingham risk score in
an admixed population of Brazil
Brunna Soares Rodrigues Costa1*, Erika Paula Silva Freitas2, Marina Sampaio
Cruz1, Victor Hugo Rezende Duarte1, Ananília Medeiros Gomes da Silva1, Isabelle
Cristina Clemente dos Santos1, Jéssica Cavalcante dos Santos1, Adriana Augusto Rezende1,
Karine Cavalcanti Maurício Sena‑Evangelista2, Vivian Nogueira Silbiger1
1
Department of Clinical and Toxicological Analysis, Federal University of Rio Grande do Norte, Natal, Brazil, 2 Department of
Nutrition, Federal University of Rio Grande do Norte, Brazil
Chronic kidney disease (CKD) increases cardiovascular disease (CVD) risk development. However, the
mechanisms of reduced kidney function with CVD risk are unclear. This study aimed to investigate the
association between kidney function and Framingham risk score (FRS) in participants with traditional
cardiovascular risk factors and normal estimated glomerular filtration rate (eGFR) > 60 mL/min/1.73
m² in an admixed population of Brazil. The participants were divided into three groups according to
FRS: low risk group with 0% to <10%, moderate risk group with ≥10% to 20% and high risk group with
>20%. The eGFR was calculated using Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI).
Data from participants were collected by questionnaire, and blood and urine samples were collected to
analyze biochemical markers. A total of 214 subjects aged 53±10 years old was collected. There were
77 individuals in low risk group, 59 in moderate risk group and 78 in high-risk group. Mean eGFRCKD-EPI
was 89.39±15.05 mL/min/1.73 m² and 90.74±16.17 mL/min/1.73 m2 when race adjustment. The results
indicated that there is an increasing the cardiovascular risk with a decreased of eGFR, conforming to a
significant inverse correlation observed between eGFR and FRS with Spearman correlation (R²=-0.256,
p<0.001; R²=-0.224, p=0.001, when adjusted for race). There was a statistically significant difference
in eGFRCKD-EPI (p<0.001) and eGFRCKD-EPI with race adjustment (p=0.002) among risk groups. The data
suggests that the reduction eGFR is associated with elevated FRS among Brazilian adults without CKD.
Furthermore, the results suggest that race adjustment it’s not necessary in Brazilian population.
Keywords: Chronic kidney disease. Cardiovascular diseases/risk factors. Glomerular filtration rate.
Framingham risk score (FRS).
INTRODUCTION
Chronic kidney disease (CKD), defined as renal
damage or glomerular filtration rate <60 mL/min/1.73 m2
for at least 3 months (Andrew et al., 2005), is generally
considered an independent risk factor for CVD (Sarnack
et al., 2003; Olechnowicz-Tietz et al., 2013), increasing
cardiovascular morbidity and mortality (Ito et al., 2015).
However, kidney function mechanisms with cardiovascular
risk in participants with estimated glomerular filtration rate
(eGFR) >60 mL/min/1.73 m2 are unclear.
*Correspondence: B. S. R. Costa. Universidade Federal do Rio Grande do
Norte. Avenida General Gustavo Cordeiro de Farias, S/N, 59014-520, Natal,
Rio Grande do Norte, Brasil,. E-mail:
Braz. J. Pharm. Sci. 2017;53(3):e17185
Early diagnosis of CVD along with proper assessment
of cardiovascular risk is crucial for further reduction of
health care costs and mortality rates (Pereira, Barreto,
Passos, 2009). Several cardiovascular risk prediction
models have been developed to estimate risk, with the
Framingham risk score (FRS) being among them. The
FRS allows physicians to estimate the individual 10-year
cardiovascular risk by using traditional cardiac risk factors
including gender, age, systolic blood pressure, hypertension
treatment, diabetes mellitus history, total cholesterol, highdensity lipoprotein cholesterol (HDL-cholesterol) and
cigarette smoking (D’Agostino et al., 2008). In addition
to traditional cardiovascular risk factors, other factors, as
kidney function, are under investigation in association with
CVD (Jin et al., 2014; Wang et al., 2014; Lu et al., 2016).
Page 1 / 8
Article
Brazilian Journal of
Pharmaceutical Sciences
B. S. R. Costa, E. P. S. Freitas, M. S. Cruz, V. H. R. Duarte, A. M. G. Silva, I. C. C. Santos, J. C. Santos, A. A. Rezende, K. C. M. Sena-Evangelista, V. N. Silbiger
Microalbuminuria is an established biomarker that
reflects glomerular damage and is closely associated with
the risk of all causes and cardiovascular mortality and
CVD events (Wang, Yan, Yu, 2013). However, this method
requires urine samples and could show altered results
due to collection errors. In clinical practice, measuring
of plasma creatinine has been most-used the method to
assess kidney function, however it alone is not a sensitive
method to assess asymptomatic patients with chronic
kidney disease (CKD) (Fontela et al., 2014). Instead,
eGFR is the most feasible clinical measure of kidney
function (KDIGO, 2013). Some studies have demonstrated
that reduced eGFR is a predictor of major cardiovascular
events (Jin et al., 2014; Wang et al., 2014; Ito et al., 2015;
Lu et al., 2016).
Jin and contributors (2014) suggested that kidney
function was also independently associated with CVD
in a Chinese population without CKD (defined as eGFR
<60 mL/min/1.73 m²), however their population was
approximately 99% Han Yellow race, and conflicting
conclusions may be obtained in different populations
comprising subjects from other races. Therefore, the aim
of the study was to investigate the association between
kidney function and cardiovascular risk in participants
with normal eGFR >60 mL/min/1.73 m² in an admixed
population of Brazil.
MATERIAL AND METHODS
Study population
Originally, two-hundred and forty-eight participants
were recruited for our study. However, two-hundred
and fourteen male and female adults residents in the
state of Rio Grande do Norte, Northeastern Brazil, were
selected from the Hospital Universitário Onofre Lopes,
at the Hemodynamics unit (n=138) who were undergoing
cinecoronariography to investigate the presence and
extent of coronary lesion and individuals from the
Endocrinology unit (n=76) with metabolic syndrome
criteria without endocrine disorders (except for diabetes
mellitus). Exclusion criteria included diagnosis of chronic
kidney disease (eGFR <60 mL/min/1.73 m²), elderly >70
years old, cardiomyopathy, heart valve disease, congenital
diseases, pericarditis, coronary revascularization, liver
failure, endocrine disorder (except for diabetes mellitus),
chronic inflammatory diseases, malignant diseases, blood
disorders, autoimmune diseases and family history of
hypercholesterolemia. The study population was considered
admixed due to the miscegenation of the Brazilian
population, which is composed of several races. This study
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was approved by the hospital’s Research Ethics Committee
which complies with the Declaration of Helsinki under
protocol number CAAE 0001.0.051.294-11 and a written
informed consent was o (...truncated)