OBSERVATIONS
Correspondence
Between the
International
Diabetes Federation
Criteria for
Metabolic Syndrome
and Insulin
Resistance in a
Cohort of Italian
Nondiabetic
Caucasians
The GISIR database
I
n 2005, the International Diabetes
Federation (IDF) released a consensus
definition of the metabolic syndrome.
The definition, intended to provide a fea-
sible predictor of cardiovascular disease
and type 2 diabetes, includes elevated
waist circumference plus two of the fol-
lowing factors: reduced HDL cholesterol
or raised blood pressure, triglycerides, or
fasting glucose (1). Insulin resistance is a
major pathogenic factor for the metabolic
syndrome and may independently con-
tribute to the risk of cardiovascular dis-
ease and type 2 diabetes (2). We assessed
the diagnostic accuracy of the IDF defini-
tion of metabolic syndrome in identifying
subjects with insulin resistance, defined as
being in the lower quartile of insulin-
stimulated glucose disposal (M
clamp
) deter-
mined by a standardized hyperinsulinemic-
euglycemic clamp (40 mU/min per m
2
body surface area), in a sample of 531 non-
diabetic Caucasians from the GISIR (Group
of Italian Scientists of Insulin Resistance)
database; 28.2% of subjects met the IDF
criteria. All components of the metabolic
syndrome correlated significantly with
M
clamp
with the closest association being
with waist circumference (r =-0.63,
P 0.0001) and the weakest with fasting
glucose (r =-0.28, P 0.0001) and
blood pressure (r =-0.23, P 0.0001).
Stepwise regression analysis in a model,
including the components of the meta-
bolic syndrome, sex, and age, revealed
that only three variables were indepen-
dently associated with M
clamp
: waist cir-
cumference accounted for 38.4% of its
variation, triglycerides accounted for
2.3% of the variation, and HDL choles-
terol accounted for 1.0% of the variation.
In a logistic regression analysis with ad-
justment for age and sex, the risk of IDF-
defined metabolic syndrome increased
according to the M
clamp
quartile, with the
most insulin-resistant subjects having
15.6-fold higher risk (95% CI 7.7–33.8)
than the most insulin-sensitive subjects.
Sensitivity of the IDF criteria to identify
insulin resistance was low (54.5%), but
specificity was high (80.5%). Among the
components of the metabolic syndrome,
waist circumference showed high sensitiv-
ity (90.9%) but low specificity (42.6%),
and fasting glucose and triglycerides
showed low sensitivity (25.0 and 34.8%,
respectively) and relatively high specific-
ity (85.0 and 79.7%), whereas blood
pressure and HDL cholesterol showed
both low sensitivity (53.0 and 56.1%, re-
spectively) and low specificity (64.9 and
65.9%). The poor sensitivity of IDF crite-
ria in identifying subjects with insulin re-
sistance suggests that a significant
number of subjects are insulin resistant,
possibly at risk for cardiovascular disease
and type 2 diabetes, but are not labeled as
having metabolic syndrome. Indeed, 60
of 381 (15.7%) subjects who did not meet
IDF criteria were insulin resistant (lowest
M
clamp
quartile). Compared with the sub-
group of insulin-sensitive subjects (M
clamp
quartiles 2– 4) who did not meet IDF crite-
ria, these insulin-resistant subjects had a
significantly worse cardiometabolic risk
profile, including higher BMI, waist circum-
ference, fasting glucose, triglycerides, and
blood pressure. These results suggest that
the IDF criteria have good specificity but
low sensitivity in identifying insulin resis-
tance in nondiabetic subjects but fail to
recognize a significant number of insulin-
resistant subjects who have an unfavour-
able cardiometabolic risk profile.
GIORGIO SESTI, MD
1
BRUNELLA CAPALDO, MD
2
PAOLO CAVALLO PERIN, MD
3
STEFANO DEL PRATO, MD
4
LUCIA FRITTITTA, MD
5
SIMONA FRONTONI, MD
6
MARTA LETIZIA HRIBAL, PHD
1
GIULIO MARCHESINI, MD
7
GIUSEPPE PAOLISSO, MD
8
PIER MARCO PIATTI, MD
9
ANNA SOLINI, MD
4
ENZO BONORA, MD
10
ON BEHALF OF THE GROUP OF ITALIAN
SCIENTISTS OF INSULIN RESISTANCE (GISIR)*
From the
1
University of Catanzaro, Catanzaro, Italy;
the
2
University of Naples-Federico II, Naples, Italy;
the
3
University of Turin, Turin, Italy; the
4
University
of Pisa, Pisa, Italy; the
5
University of Catania, Ca-
tania, Italy; the
6
University of Rome-Tor Vergata,
Rome, Italy; the
7
University of Bologna, Bologna,
Italy; the
8
University of Naples II, Naples, Italy; the
9
University of Milan-Vita e Salute, Milan, Italy; and
the
10
University of Verona, Verona, Italy.
Address correspondence to Giorgio Sesti, MD,
Medicina Sperimentale e Clinica, Policlinico, Uni-
versitario Mater Domini, Viale Europa, Campus
Germaneto, 88100, Catanzaro, Italy. E-mail:
sesti@unicz.it.
DOI: 10.2337/dc06-2394
© 2007 by the American Diabetes Association.
APPENDIX — *Other GISIR investi-
gators: University of Catania: Roberto
Baratta and Salvatore Graci; University of
Catanzaro: Arturo Pujia and Francesco
Andreozzi; University of Milan-Vita e Sa-
lute: Livio Luzi, Lucilla Monti, and Eman-
uela Setola; University of Padua: Saula
Vigili de Kreutzenberg and Roberto Vet-
tor; University of Pisa: Eleuterio Ferran-
nini and Andrea Natali; University of
Rome-La Sapienza: Giancarlo De Mattia
and Frida Leonetti; University of Rome-
Tor Vergata: Daniela Bracaglia and Maria
Adelaide Marini; and University of Ve-
rona: Riccardo Bonadonna.
●●●●●●●●●●●●●●●●●●●●●●●
References
1. Alberti KGM, Zimmet P, Shaw J: The met-
abolic syndrome: a new worldwide defi-
nition. Lancet 366:1059 –1062, 2005
2. Bonora E: The metabolic syndrome and
cardiovascular disease. Ann Med 38:64 –
80, 2006
O N L I N E L E T T E R S
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