Relation of the Number of Metabolic Syndrome Risk Factors With
All-Cause and Cardiovascular Mortality
John S. Ho, MD
a,
*, John J. Cannaday, MD
a
, Carolyn E. Barlow, MS
b
, Tedd L. Mitchell, MD
a
,
Kenneth H. Cooper, MD
a
, Shannon J. FitzGerald, PhD
a
The metabolic syndrome (MS) is a constellation of risk factors associated with diabetes and
cardiovascular disease. This syndrome consists of at least 3 parameters assessing central
obesity, hypertension, high-density lipoprotein cholesterol, triglycerides, and impaired
glucose metabolism. Whether persons with 4 or 5 risk factors are at higher risk than those
with 3 risk factors is unclear. Also unclear is whether those without the MS but with 1 or
2 risk factors warrant therapy. We assessed cardiovascular and all-cause mortality as a
function of the number of these risk factors. We followed 30,365 men for a median
follow-up of 13.6 years. During follow-up, 1,449 participants died, 527 from cardiovascular
causes. All of the individual parameters defining the MS were significantly associated with
both all-cause and cardiovascular mortality (p <0.001). After adjustment for age and the
other MS variables, hypertension was the most potent risk factor whereas central obesity
and hypertriglyceridemia remained associated with both all-cause and cardiovascular
mortality. A highly significant trend was also noted between both all-cause or cardiovas-
cular mortality and the number of risk factors (p <0.001 for trend). Risk increased
incrementally, beginning at 1 risk factor for cardiovascular mortality and at 2 risk factors
for all-cause mortality. In conclusion, there is a continuum of risk as the number of
metabolic syndrome risk factors increases. These findings add to the growing evidence that
central obesity can independently and adversely affect health. © 2008 Elsevier Inc. All
rights reserved. (Am J Cardiol 2008;102:689 – 692)
At present, whether the number of component risk factors is
important in defining the metabolic syndrome (MS) is un-
clear. Should persons with 1 or 2 of these risk factors be
considered as not having the MS? Conversely, are persons
with 4 or 5 risk factors at greater risk than those with MS
with 3 risk factors? To answer these questions, we assessed
cardiovascular and all-cause mortality as a function of the
number of MS risk factors.
Materials and Methods
The study group included all eligible men from 1979 to
2004 who presented to our institution for a preventive med-
ical examination. Participants gave informed consent before
participation in the Aerobics Center Longitudinal Study,
which was approved annually by The Cooper Institute In-
stitutional Review Board.
All study participants underwent questioning by a phy-
sician regarding the presence of any of the traditional car-
diovascular risk factors. Diabetes was defined as a previ-
ously documented fasting blood glucose of 126 mg/dL or
treatment with antidiabetic medications. Hypertension was
either self-reported or defined as a previously documented
systolic blood pressure 140 mm Hg or a diastolic blood
pressure 90 mm Hg (or both). Hyperlipidemia was either
self-reported or defined as a previously documented total
cholesterol level of 200 mg/dL. Moreover, all participants
were questioned regarding current tobacco or cigarette use.
Participants also underwent objective assessments for
each of the MS components. Each of these MS components
was defined per the updated and most recent MS definition
put forth by the American Heart Association (AHA) and
National Heart, Lung, and Blood Institute (NHLBI) in
2005.
1
Per these guidelines, the metabolic syndrome is
present when at least 3 of various metabolic abnormalities
exist in an individual. These defining parameters include a)
fasting plasma glucose 100 mg/dL; b) high-density li-
poprotein (HDL) cholesterol 40 mg/dL in men or 50
mg/dL in women; c) triglycerides 150 mg/dL; d) waist
circumference 102 cm in men or 88 cm in women; and
e) systolic blood pressure 130 mm Hg or diastolic blood
pressure 85 mm Hg or self-report of hypertension. This
most recent MS definition mirrors the guidelines provided
by the National Cholesterol Education Program Adult
Treatment Panel III (NCEP-ATP III),
2
with the exception
that the cut-off point for impaired fasting glucose was low-
ered from 110 mg/dl to 100 mg/dl.
Follow-up of the study participants continued either until
their death or until December 31, 2004. Deaths were iden-
tified from the National Center for Health Statistics’ Na-
tional Death Index. Cardiovascular mortality was defined as
a
Cooper Clinic, Dallas, Texas; and
b
The Cooper Institute, Dallas,
Texas. Manuscript received March 21, 2008; revised manuscript received
and accepted May 1, 2008.
The development of the Aerobics Center Longitudinal Study database
was partially supported by Grants AG06945 and HL62508 and by the
Communities Foundation of Texas on recommendation of Nancy Ann and
Ray L. Hunt.
*Corresponding author: Tel: 972-560-2741; fax: 972-560-2681.
E-mail address: jsho@cooper-clinic.com (J.S. Ho).
0002-9149/08/$ – see front matter © 2008 Elsevier Inc. All rights reserved. www.AJConline.org
doi:10.1016/j.amjcard.2008.05.010