Genetic variation at the SLC12A3 locus is unlikely to explain risk for advanced diabetic nephropathy in Caucasians with type 2 diabetes
Nephrol Dial Transplant (2008) 23: 2260–2264
doi: 10.1093/ndt/gfm946
Advance Access publication 10 February 2008
Original Article
Genetic variation at the SLC12A3 locus is unlikely to explain risk for
advanced diabetic nephropathy in Caucasians with type 2 diabetes
Daniel P. K. Ng1,2 , Siti Nurbaya2 , Serena Choo2 , David Koh1,2 , Kee-seng Chia1,2 and
Andrzej S. Krolewski3,4
1
Department of Community, Occupational and Family Medicine, 2 Centre for Molecular Epidemiology, National University of
Singapore, Singapore, 3 Section on Genetics and Epidemiology, Joslin Diabetes Center and 4 Department of Medicine, Harvard
Medical School, Boston, MA, USA
Abstract
Background. Large-scale genotyping efforts performed on
Japanese subjects with type 2 diabetes have implicated polymorphisms in solute carrier family 12 (sodium/chloride
transporters) member 3 (SLC12A3) as being associated
with advanced diabetic nephropathy. However, it is not
known whether these polymorphisms confer a risk for this
complication in type 2 diabetic Caucasians.
Methods. A case-control study was conducted that consisted of 295 cases with advanced diabetic nephropathy
and 174 controls who have remained normoalbuminuric
despite ≥7 years of diabetes. A total of 11 single nucleotide
polymorphisms (SNPs) spanning the SLC12A3 locus was
analysed including +34372G>A (Arg913Gln) that was the
marker previously showing the strongest evidence for disease association in type 2 diabetic Japanese. Power calculations indicated that with an alpha of 0.05, our study has
>90% power to detect disease associations of the magnitude previously reported for +34372G>A (Arg913Gln).
Results. Allele and genotype distributions for all 11 SNPs
were found to be comparable between cases and controls,
consistent with the absence of disease association. This
negative result was reiterated in subgroup analysis after
taking into account potentially important covariates including gender, diabetes duration, blood pressure and glycaemic
control. No significant disease associations were likewise
found for SLC12A3 haplotypes. Allele, genotype and haplotype distributions were similar in cases regardless of
whether they were proteinuric or had developed chronic
renal failure/end-stage renal disease.
Conclusions. Genetic variation at the SLC12A3 locus is unlikely to explain the risk for advanced diabetic nephropathy
among type 2 diabetic Caucasians.
Introduction
Preliminary large-scale genotyping efforts have been carried out among Japanese subjects with type 2 diabetes to
identify genes for advanced diabetic nephropathy. In an
initial report based on an analysis of 56 648 single nucleotide polymorphisms (SNPs), polymorphisms in the solute carrier family 12 (sodium/chloride transporters) member 3 (SLC12A3) were associated with advanced diabetic
nephropathy that was defined as the presence of proteinuria or chronic renal failure secondary to diabetes [1].
The association was strongest for the +34372G>A SNP
in exon 23 that causes a non-conservative Arg/Gln amino
acid change. Although the functional impact of this SNP on
the SLC12A3 protein function has not been established, the
implication of this gene may potentially yield novel insights
into the aetiology of diabetic nephropathy.
There are, however, several unresolved issues. First, the
evidence implicating SLC12A3 was derived from the genotyping of a vast number of SNPs. This leads to an obvious
issue of multiple hypothesis testing that will inadvertently
cause false positive findings (statistical type 1 error). Secondly, the importance of SLC12A3 has only been studied
in Asian populations [2,3]. Thus, the importance of this
gene among other human populations such as Caucasians
remains unknown.
In this present study, therefore, we sought to determine
if genetic variation at the SLC12A3 locus does confer susceptibility to advanced diabetic nephropathy [proteinuria or
chronic renal failure/end-stage renal disease (CRF/ESRD)]
among Caucasians with type 2 diabetes.
Subjects, materials and methods
Keywords: end-stage renal disease; genetic susceptibility;
haplotype block; multiple hypothesis testing; proteinuria
Study groups
Correspondence and offprint requests to: Daniel P. K. Ng, Department of
Community, Occupational and Family Medicine, National University of
Singapore, Singapore. E-mail:
Since 1998, individuals with type 2 diabetes have been
recruited for studies of the genetics of nephropathy from
among patients attending the Joslin Clinic in Boston, MA.
Diabetes has been classified as type 2 if it was diagnosed
C The Author [2008]. Published by Oxford University Press on behalf of ERA-EDTA. All rights reserved.
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SLC12A3 and risk for diabetic nephropathy
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Table 1. Patient characteristics
Clinical characteristics
Controls
Cases
P-value
Number (n)
Gender (male/female)
Age at diabetes diagnosis (years)
At the enrolment into the study
Age
BMI (kg/m2 )
Known duration of diabetes (years)
Haemoglobin A1c (%)
Systolic blood pressure (mmHg)
Diastolic blood pressure (mmHg)
ACR (mg/g)a
Glomerular filtration rate (ml/min)b
Percentage of cases with CRF/ESRD
174
99/75
42 (9)
295
179/116
43 (8)
NS
NS
57 (8)
30 (16)
13 (7)
7.9 (1.4)
129 (15)
85 (23)
8.6 (5.8–10.0)
79 (17)
N/A
61 (8)
32 (7)
17 (8)
8.0 (1.6)
137 (20)
79 (18)
1040 (374–1330)
44 (30)
53.2
<0.0001
NS
<0.0001
NS
<0.0001
<0.001
N/A
<0.0001
Data are presented as mean (SD). N/A, not applicable.
a Median (25th–75th percentiles).
b Estimated using the MDRD formula [5].
between ages 35 and 64 years and was treated for at least
2 years with diet or oral hypoglycaemic agents. Only patients younger than 75 years of age at enrolment are included
in the study.
Diagnosis of diabetic nephropathy
Diabetic nephropathy was determined on the basis of the
medical records of the Joslin Clinic (supplemented with
records of other physicians if necessary) and results of routine analyses, including measurements of the albumin to
creatinine ratio (ACR) in spot urine samples and serum
concentration of creatinine [4]. The diagnosis of type 2 diabetes is generally established many years after the onset of
hyperglycaemia. Patients were classified as controls if they
had type 2 diabetes with the duration of at least 7 years and
the ACR (in mg/g) was <17 (men) or <25 (women) in at
least 2 out of the last 3 urine specimens spanning at least
a 2-year interval. Patients with microalbuminuria or intermittent proteinuria were not included in this study. Patients
were considered cases if they had persistent proteinuria or
if they had ESRD due to diabetic nephropathy. Persistent
proteinuria was defined as 2 out of 3 successive urinalyses
positive by either reagent strip (>2+ on Multistix, Bayer
Corporation, Diagnostics Division, Elkhart, IN, USA) or
an ACR (in mg/g) >250 (men) or >355 (women). Patients
with persistent proteinuria and serum creatinine >2.0 mg/dl
were considered as cases with CRF. Using serum creatinine
val (...truncated)