Brief Genetics Report
Common Variants in the ENPP1 Gene Are Not
Reproducibly Associated With Diabetes or Obesity
Helen N. Lyon,
1,2,3
Jose C. Florez,
2,4,5,6
Todd Bersaglieri,
1,2
Richa Saxena,
2,6
Wendy Winckler,
2,5
Peter Almgren,
7
Ulf Lindblad,
8
Tiinamaija Tuomi,
9,10
Daniel Gaudet,
11
Xiaofeng Zhu,
12
Richard Cooper,
12
Kristin G. Ardlie,
13
Mark J. Daly,
5,6
David Altshuler,
2,4,5,6,14
Leif Groop,
7,9
and Joel N. Hirschhorn
1,2,14
The common missense single nucleotide polymorphism
(SNP) K121Q in the ectoenzyme nucleotide pyrophosphate
phosphodiesterase (ENPP1) gene has recently been asso-
ciated with type 2 diabetes in Italian, U.S., and South-Asian
populations. A three-SNP haplotype, including K121Q, has
also been associated with obesity and type 2 diabetes in
French and Austrian populations. We set out to confirm
these findings in several large samples. We genotyped the
haplotype K121Q (rs1044498), rs1799774, and rs7754561
in 8,676 individuals of European ancestry with and without
type 2 diabetes, in 1,900 obese and 930 lean individuals of
European ancestry from the U.S. and Poland, and in 1,101
African-American individuals. Neither the K121Q missense
polymorphism nor the putative risk haplotype were signif-
icantly associated with type 2 diabetes or BMI. Two SNPs
showed suggestive evidence of association in a meta-anal-
ysis of our European ancestry samples. These SNPs were
rs7754561 with type 2 diabetes (odds ratio for the G-allele,
0.85 [95% CI 0.78 – 0.92], P 0.00003) and rs1799774 with
BMI (homozygotes of the delT-allele, 0.6 [0.42– 0.88], P
0.007). However, these findings are not supported by other
studies. We did not observe a reproducible association
between these three ENPP1 variants and BMI or type 2
diabetes. Diabetes 55:3180 –3184, 2006
E
ctoenzyme nucleotide pyrophosphate phospho-
diesterase (ENPP1), also known as plasma cell
membrane glycoprotein 1 (PC-1), downregu-
lates insulin signaling by inhibiting the insulin
receptor’s tyrosine kinase activity. This inhibition is pro-
posed to confer insulin resistance in mammals. The
ENPP1 gene is located on 6q22-23, a locus linked to
obesity and diabetes in several studies (1– 4). Recent
studies of variation in the ENPP1 gene have found an
association of the common missense single nucleotide
polymorphism (SNP) K121Q (rs1044498) and of a three-
marker haplotype (which includes K121Q) with the risk of
diabetes and obesity. Abate et al. (5) reported that the
Q-allele was associated with diabetes in South-Asian and
Caucasian populations. Meyre et al. (6) described a three-
SNP risk haplotype in the ENPP1 gene (formed by the
three minor alleles of rs1044498 K-allele, rs1799774 delT-
allele, and rs7754561 G-allele) that was associated with
increased risk of diabetes and obesity in adults and obese
children. Bacci et al. (7) also reported an association of the
minor allele in K121Q with insulin resistance and athero-
genesis in diabetic individuals. Their meta-analysis of
4,425 control subjects and 2,834 patients with type 2
diabetes showed an odds ratio (OR) of 1.29 ([95% CI
1.09 –1.53], P = 0.003) under a dominant model. In con-
trast, Matsuoka et al. (8) found that the Q-allele was not
associated with diabetes and that the K-allele rather than
the Q-allele was associated with obesity in both Cauca-
sians and African Americans. Given this cumulative yet
conflicting evidence for association with diabetes and
obesity, we tested whether the K121Q variant or the risk
haplotype (Q-delT-G) are associated with diabetes and/or
obesity in several large case-control and family-based
cohorts ascertained for both phenotypes.
RESEARCH DESIGN AND METHODS
Obese and lean individuals from the U.S. and Poland (Table 1) were selected
from a collection of 60,000 subjects recruited by Genomics Collaborative for
a diverse set of disease studies, including healthy people and groups with
osteoarthritis, rheumatoid arthritis, asthma, hypertension, coronary artery
disease, myocardial infarction, hyperlipidemia, stroke, type 2 diabetes, or
From the
1
Divisions of Genetics and Endocrinology, Program in Genomics,
Children’s Hospital, Boston, Massachusetts; the
2
Program in Medical and
Population Genetics, Broad Institute of Harvard and MIT, Cambridge, Massa-
chusetts; the
3
Department of Pediatrics, Harvard Medical School, Boston,
Massachusetts; the
4
Department of Medicine, Harvard Medical School, Bos-
ton, Massachusetts; the
5
Center for Human Genetic Research, Massachusets
General Hospital, Boston, Massachusetts; the
6
Department of Medicine,
Massachusetts General Hospital; Boston, Massachusetts; the
7
Department of
Endocrinology, University Hospital MAS, Lund University, Malmo ¨ , Sweden;
the
8
Department of Clinical Science, University Hospital MAS, Lund Univer-
sity, Malmo ¨ , Sweden; the
9
Department of Medicine, Helsinki University
Central Hospital and Research Program for Molecular Medicine, University of
Helsinki, Helsinki, Finland;
10
Folkha ¨ lsan Research Center, Helsinki, Finland;
the
11
Community Genomic Medicine Center, Montreal University and Lipid
Clinic, Chicoutimi Hospital, Quebec, Canada; the
12
Department of Preventive
Medicine and Epidemiology, Loyola University Medical Center, Maywood,
Illinois; the
13
Genomics Collaborative Division, SeraCare LifeSciences, Cam-
bridge, Massachusetts; and the
14
Department of Genetics, Harvard Medical
School, Boston, Massachusetts.
Address correspondence and reprint requests to Joel N. Hirschhorn, Divi-
sion of Genetics, Children’s Hospital Boston, Enders 561, 300 Longwood Ave.,
Boston, MA 02115. E-mail: joelh@broad.mit.edu.
Received for publication 27 March 2006 and accepted in revised form 26
July 2006.
H.N.L. and J.C.F. contributed equally to this work. L.G. and J.N.H. jointly
supervised the project.
W.W. is currently affiliated with the Biological and Biomedical Sciences
Program, Harvard University, Boston, Massachusetts, and K.G.A. is currently
affiliated with the Biological Samples Platform, Broad Institute of Harvard and
MIT, Cambridge, Massachusetts.
K.G.A. is employed by Genomics Collaborative, which owns a sample
repository of samples that were used in this study.
Additional information for this article can be found in an online appendix at
http://diabetes.diabetesjournals.org.
SNP, single nucleotide polymorphism.
DOI: 10.2337/db06-0407
© 2006 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.
3180 DIABETES, VOL. 55, NOVEMBER 2006
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