Impact of Insulin Resistance on Risk of
Type 2 Diabetes and Cardiovascular
Disease in People With Metabolic
Syndrome
JAMES B. MEIGS, MD, MPH
1
MARTIN K. RUTTER, MD
2,3
LISA M. SULLIVAN, PHD
4
CAROLINE S. FOX, MD, MPH
5
RALPH B. D’AGOSTINO,SR., PHD
6
PETER W.F. WILSON, MD
7
OBJECTIVE — Metabolic syndrome increases the risk for type 2 diabetes and cardiovascular
disease (CVD) and may be associated with insulin resistance.
RESEARCH DESIGN AND METHODS — We tested the hypothesis that the metabolic
syndrome confers risk with or without concomitant insulin resistance among 2,803 Framingham
Offspring Study subjects followed up to 11 years for new diabetes (135 cases) or CVD (240
cases). We classified subjects by presence of metabolic syndrome (using the National Cholesterol
Education Program’s [NCEPs] Third Adult Treatment Panel [ATP III], International Diabetes
Federation [IDF], or European Group for the Study of Insulin Resistance [EGIR] criteria) and
insulin resistance (homeostasis model assessment of insulin resistance 75th percentile) and
used separate risk factor–adjusted proportional hazards models to estimate relative risks (RRs)
for diabetes or CVD using as referents those without insulin resistance, metabolic syndrome, or
without both.
RESULTS — Fifty-six percent of individuals with ATP III, 52% with IDF, and 100% with
EGIR definitions of metabolic syndrome had insulin resistance. Insulin resistance increased risk
for diabetes (RR 2.6 [95% CI 1.7– 4.0]) and CVD (1.8 [1.4 –2.3]) as did metabolic syndrome for
diabetes (ATP III, 3.5 [2.2–5.6]; IDF, 4.6 [2.7–7.7]; and EGIR, 3.3 [2.1–5.1]) and CVD (ATP III,
1.8 [1.4 –2.3]; IDF, 1.7 [1.3–2.3]; and EGIR, 2.1 [1.6 –2.7]). Relative to those without either
metabolic syndrome or insulin resistance, metabolic syndrome and insulin resistance increased
risk for diabetes (ATP III, 6.0 [3.3–10.8] and IDF, 6.9 [3.7–13.0]) and CVD (ATP III, 2.3
[1.7–3.1] and IDF, 2.2 [1.6 –3.0]). Any instance of metabolic syndrome without insulin resis-
tance increased risk for diabetes approximately threefold (P 0.001); IDF metabolic syndrome
without insulin resistance (RR 1.6, P = 0.01), but not ATP III metabolic syndrome without
insulin resistance (RR 1.3, P = 0.2), increased risk for CVD.
CONCLUSIONS — Metabolic syndrome
increased risk for diabetes regardless of insulin
resistance. Metabolic syndrome by ATP III cri-
teria may require insulin resistance to increase
risk for CVD. The simultaneous presence of
metabolic syndrome and insulin resistance
identifies an especially high-risk individual.
Diabetes Care 30:1219 –1225, 2007
P
eople with the cluster of risk factors
including obesity, impaired fasting
glucose (IFG), hypertension, low
HDL cholesterol, and elevated triglycer-
ides are thought to have the “metabolic
syndrome,” reflecting underlying insulin
resistance. Both the metabolic syndrome
and insulin resistance are factors in the
development of type 2 diabetes and car-
diovascular disease (CVD) (1). Several
competing definitions of metabolic syn-
drome are in use, and each is differently
linked to the presence of insulin resis-
tance. These definitions include that of
the National Cholesterol Education Pro-
gram (NCEP) Third Adult Treatment
Panel (ATP III) (2), the International Dia-
betes Federation (IDF) (3), and the Euro-
pean Group for the Study of Insulin
Resistance (EGIR) (4). The EGIR defini-
tion requires the presence of insulin resis-
tance plus any two other metabolic traits;
ATP III and IDF definitions require at
least three metabolic traits but do not re-
quire the presence of insulin resistance. In
studies of ATP III metabolic syndrome, as
many as half of subjects do not have insu-
lin resistance (5–7).
There are few population-based data
comparing how well the ATP III or IDF
metabolic syndrome definitions identify
subjects with insulin resistance (8) or
comparing how well ATP III, IDF, or
EGIR metabolic syndrome definitions
predict subsequent risk for incident dia-
betes (9,10) or CVD (11–13). In addition,
while it has been implied that the pres-
ence of the metabolic syndrome is a sur-
rogate for the presence of insulin
resistance, there are few data on diabetes
or CVD risk associated with metabolic
syndrome in the absence of insulin resis-
●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●●
From the
1
Harvard Medical School and the General Medicine Division, Department of Medicine, Massachu-
setts General Hospital, Boston, Massachusetts
2
The Manchester Diabetes Centre, Manchester Royal Infir-
mary, Manchester, U.K.; the
3
Division of Cardiovascular and Endocrine Sciences, School of Medicine,
University of Manchester, Manchester, U.K.; the
4
Department of Biostatistics, Boston University School of
Public Health, Boston, Massachusetts ; the
5
Division of Endocrinology, Metabolism, and Diabetes, Brigham
and Women’s Hospital and Harvard Medical School, Boston, Massachusetts, and the National Heart, Lung,
and Blood Institute’s Framingham (Mass) Heart Study; the
6
Department of Mathematics, Statistics, and
Consulting Unit, Boston University, Boston, Massachusetts; and the
7
Emory University School of Medicine,
Atlanta, Georgia.
Address correspondence and reprint requests to James B. Meigs, MD, MPH, General Medicine Division,
Massachusetts General Hospital, 50 Staniford St., 9th Floor, Boston, MA 02114. E-mail: jmeigs@
partners.org.
Received for publication 7 December 2006 and accepted in revised form 18 January 2007.
Published ahead of print at http://care.diabetesjournals.org on 26 January 2007. DOI: 10.2337/dc06-
2484.
J.B.M. currently has research grants from GlaxoSmithKline, Wyeth, and sanofi-aventis and serves on
safety or advisory boards for GlaxoSmithKline, Merck, and Eli Lilly.
P.W.F.W. is supported by grants from GlaxoSmithKline and Wyeth.
Abbreviations: AROC, area under the receiver operating characteristic curve; ATP III, Third Adult
Treatment Panel; CVD, cardiovascular disease; EGIR, European Group for the Study of Insulin Resistance;
FPG, fasting plasma glucose; HOMA-IR, homeostasis model assessment of insulin resistance; IDF, Interna-
tional Diabetes Federation; IFG, impaired fasting glucose, NCEP, National Cholesterol Education Program;
OGTT, oral glucose tolerance test.
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.
Cardiovascular and Metabolic Risk
O R I G I N A L A R T I C L E
DIABETES CARE, VOLUME 30, NUMBER 5, MAY 2007 1219