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Insulin resistance is associated with subclinical vascular disease in humans

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Insulin resistance is associated with subclinical vascular disease that is not justified by conventional cardiovascular risk factors, such as smoking or hypercholesterolemia. Vascular injury associated to insulin resistance involves functional and structural damage to the arterial wall that includes impaired vasodilation in response to chemical mediators, reduced distensibility of the arterial wall (arterial stiffness), vascular calcification, and increased thickness of the arterial wall. Vascular dysfunction associated to insulin resistance is present in asymptomatic subjects and predisposes to cardiovascular diseases, such as heart failure, ischemic heart disease, stroke, and peripheral vascular disease. Structural and functional vascular disease associated to insulin resistance is highly predictive of cardiovascular morbidity and mortality. Its pathogenic mechanisms remain undefined. Prospective studies have demonstrated that animal protein consumption increases the risk of developing cardiovascular disease and predisposes to type 2 diabetes (T2D) whereas vegetable protein intake has the opposite effect. Vascular disease linked to insulin resistance begins to occur early in life. Children and adolescents with insulin resistance show an injured arterial system compared with youth free of insulin resistance, suggesting that insulin resistance plays a crucial role in the development of initial vascular damage. Prevention of the vascular dysfunction related to insulin resistance should begin early in life. Before the clinical onset of T2D, asymptomatic subjects endure a long period of time characterized by insulin resistance. Latent vascular dysfunction begins to develop during this phase, so that patients with T2D are at increased cardiovascular risk long before the diagnosis of the disease.
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World Journal of
Diabetes
World J Diabetes 2019 February 15; 10(2): 63-136
ISSN 1948-9358 (online)
Published by Baishideng Publishing Group Inc
W J D World Journal of
Diabetes
Contents Monthly Volume 10 Number 2 February 15, 2019
REVIEW
63 Insulin resistance is associated with subclinical vascular disease in humans
Adeva-Andany MM, Ameneiros-Rodríguez E, Fernández-Fernández C, Domínguez-Montero A, Funcasta-Calderón R
ORIGINAL ARTICLE
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78 New results on the safety of laparoscopic sleeve gastrectomy bariatric procedure for type 2 diabetes patients
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87 Quantities of comorbidities affects physical, but not mental health related quality of life in type 1 diabetes
with confirmed polyneuropathy
Wegeberg AML, Meldgaard T, Hyldahl S, Jakobsen PE, Drewes AM, Brock B, Brock C
SYSTEMATIC REVIEWS
96 Effectiveness of royal jelly supplementation in glycemic regulation: A systematic review
Omer K, Gelkopf MJ, Newton G
114 SGLT-2 inhibitors in non-alcoholic fatty liver disease patients with type 2 diabetes mellitus: A systematic
review
Raj H, Durgia H, Palui R, Kamalanathan S, Selvarajan S, Kar SS, Sahoo J
CASE REPORT
133 Bilateral gangrene of fingers in a patient on empagliflozin: First case report
Ramachandra Pai RP, Kangath RV
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Contents World Journal of Diabetes
Volume 10 Number 2 February 15, 2019
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Submit a Manuscript: https://www.f6publishing.com World J Diabetes 2019 February 15; 10(2): 63-77
DOI: 10.4239/wjd.v10.i2.63 ISSN 1948-9358 (online)
REVIEW
Insulin resistance is associated with subclinical vascular disease in
humans
María M Adeva-Andany, Eva Ameneiros-Rodríguez, Carlos Fernández-Fernández,
Alberto Domínguez-Montero, Raquel Funcasta-Calderón
ORCID number: María M Adeva-
Andany (0000-0002-9997-2568).
Author contributions: Each author
contributed to this manuscript;
Adeva-Andany MM designed the
study, performed the literature
search, analyzed the data and
drafted the manuscript;
Ameneiros-Rodríguez E
contributed to the literature search
and analysis of data; Fernández-
Fernández C and Domínguez-
Montero A contributed to the
analysis of data and organization
of the article; Funcasta-Calderón R
contributed to the conception and
design of the study and on-going
progress; all authors reviewed and
approved the final manuscript.
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authors declare that they have no
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Manuscript source: Unsolicited
manuscript
Received: January 16, 2019
María M Adeva-Andany, Eva Ameneiros-Rodríguez, Carlos Fernández-Fernández, Alberto
Domínguez-Montero, Raquel Funcasta-Calderón, Internal Medicine Department, Hospital
General Juan Cardona, Ferrol 15406, Spain
Corresponding author: María M Adeva-Andany, MD, PhD, Attending Doctor, Internal
Medicine Department, Hospital General Juan Cardona, c/Pardo Bazán s/n, Ferrol 15406,
Spain. madevaa@yahoo.com
Telephone: +34-60-4004309
Abstract
Insulin resistance is associated with subclinical vascular disease that is not
justified by conventional cardiovascular risk factors, such as smoking or
hypercholesterolemia. Vascular injury associated to insulin resistance involves
functional and structural damage to the arterial wall that includes impaired
vasodilation in response to chemical mediators, reduced distensibility of the
arterial wall (arterial stiffness), vascular calcification, and increased thickness of
the arterial wall. Vascular dysfunction associated to insulin resistance is present
in asymptomatic subjects and predisposes to cardiovascular diseases, such as
heart failure, ischemic heart disease, stroke, and peripheral vascular disease.
Structural and functional vascular disease associated to insulin resistance is
highly predictive of cardiovascular morbidity and mortality. Its pathogenic
mechanisms remain undefined. Prospective studies have demonstrated that
animal protein consumption increases the risk of developing cardiovascular
disease and predisposes to type 2 diabetes (T2D) whereas vegetable protein
intake has the opposite effect. Vascular disease linked to insulin resistance begins
to occur early in life. Children and adolescents with insulin resistance show an
injured arterial system compared with youth free of insulin resistance, suggesting
that insulin resistance plays a crucial role in the development of initial vascular
damage. Prevention of the vascular dysfunction related to insulin resistance
should begin early in life. Before the clinical onset of T2D, asymptomatic subjects
endure a long period of time characterized by insulin resistance. Latent vascular
dysfunction begins to develop during this phase, so that patients with T2D are at
increased cardiovascular risk long before the diagnosis of the disease.
Key words: Diabetes; Cardiovascular risk; Arterial stiffness; Arterial elasticity; Intima-
media thickness; Vascular calcification; Insulin resistance; Animal protein; Vegetable
protein
WJD https://www.wjgnet.com
February 15, 2019 Volume 10 Issue 2
63
Peer-review started: January 17,
2019
First decision: January 25, 2019
Revised: February 1, 2019
Accepted: February 11, 2019
Article in press: February 12, 2019
Published online: February 15,
2019
©The Author(s) 2019. Published by Baishideng Publishing Group Inc. All rights reserved.
Core tip: Vascular injury associated to insulin resistance includes impaired vasodilation
in response to chemical mediators, reduced distensibility of the arterial wall (arterial
stiffness), vascular calcification, and increased thickness of the arterial wall. Vascular
dysfunction associated to insulin resistance is present in asymptomatic subjects and
predisposes to cardiovascular diseases, such as heart failure, ischemic heart disease,
stroke, and peripheral vascular disease. Structural and functional vascular disease
associated to insulin resistance is highly predictive of cardiovascular morbidity and
mortality.
Citation: Adeva-Andany MM, Ameneiros-Rodríguez E, Fernández-Fernández C, Domínguez-
Montero A, Funcasta-Calderón R. Insulin resistance is associated with subclinical vascular
disease in humans. World J Diabetes 2019; 10(2): 63-77
URL: https://www.wjgnet.com/1948-9358/full/v10/i2/63.htm
DOI: https://dx.doi.org/10.4239/wjd.v10.i2.63
INTRODUCTION
Cardiovascular disease is a major cause of morbidity and mortality particularly in
patients with diabetes. Cardiovascular risk in this population group begins decades
prior the clinical diagnosis of the disease and is not fully explained by traditional risk
factors such as hypercholesterolemia and smoking. Multiple investigations provide
compelling evidence of an association between insulin resistance by itself and
cardiovascular risk in the general population and patients with diabetes. More
insulin-resistant subjects endure higher cardiovascular risk compared to those who
are more insulin-sensitive[1]. A causative link between insulin resistance by itself and
vascular disease is very likely to exist, but the pathogenic mechanisms that explain the
vascular dysfunction related to insulin resistance remain elusive. There is conclusive
evidence that dietary habits that include animal protein increase the risk of type 2
diabetes (T2D) and cardiovascular disease whereas dietary patterns with elevated
content of vegetable protein reduce the risk of both disorders[2]. Population groups
that change their dietary routine to augment animal protein intake experience a
dramatic increase in the rate of T2D and cardiovascular events[3]. Animal protein
consumption activates glucagon secretion. Glucagon is the primary hormone that
opposes insulin action. Animal protein ingestion may predispose to T2D and
cardiovascular events by intensifying insulin resistance via glucagon secretion (Figure
1)[4].
Asymptomatic individuals with insulin resistance experience striking vascular
damage that is not justified by traditional cardiovascular risk factors, such as
hypercholesterolemia or smoking. Vascular injury related to insulin resistance
develops progressively in asymptomatic subjects during a period of time that may
begin during childhood. A long phase of insulin resistance and latent vascular injury
precedes the clinical onset of T2D increasing cardiovascular risk before the diagnosis
of the disease[5-7]. Accordingly, subclinical vascular dysfunction is evident in patients
with screen-detected T2D[8]. Vascular damage associated with insulin resistance
includes functional and structural vascular injury, such as impaired vasodilation, loss
of elasticity of the arterial wall (arterial stiffness), increased intima-media thickness of
the arterial wall, and vascular calcification. (Figure 2) The presence of subclinical
vascular disease associated with insulin resistance is highly predictive of future
cardiovascular events[9-12].
INSULIN RESISTANCE IS INDEPENDENTLY ASSOCIATED
WITH SUBCLINICAL IMPAIRMENT OF VASCULAR
REACTIVITY
Vascular smooth muscle cells normally undergo contraction or relaxation to regulate
the magnitude of the blood flow according to physiological conditions. Normal
endothelial cells generate vasoactive substances that modulate the reactivity of
vascular smooth muscle cells. Among them, nitric oxide is a short-lived gas that
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Adeva-Andany MM et al. Insulin resistance is associated to subclinical vascular disease
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Figure 1
Figure 1 A simplified proposed mechanism underlying vascular disease associated with insulin resistance.
induces vasodilation. Acetylcholine is an endogenous transmitter that activates
endothelial nitric oxide production by acting on muscarinic receptors. Acetylcholine
induces endothelium-dependent vasodilation while exogenous sources of nitric oxide
(such as nitroglycerin and sodium nitroprusside) induce endothelium-independent
vasodilation. In response to increased blood flow, vascular smooth muscle cells
normally relax to produce vasodilation and accommodate the elevated blood flow.
Flow-mediated vasodilation is attributed to nitric oxide release by endothelial cells.
The degree of flow-mediated vasodilation is considered a measure of endothelium-
dependent vasodilation and can be determined by ultrasonography performed at the
brachial artery[13-15].
A number of investigations show that insulin resistance is independently
associated with blunted flow-mediated arterial vasodilation in asymptomatic healthy
individuals compared to control subjects[5,16,17].
Similarly, insulin resistance is associated with limited vasodilation in response to
metacholine chloride, a muscarinic agent. The increment in blood flow in response to
metacholine is lower in insulin-resistant subjects compared to insulin-sensitive
controls[18].
Likewise, arterial response to exogenous sources of nitric oxide, such as
nitroglycerin, sodium nitroprusside, and nitrates is impaired in subjects with insulin
resistance compared to control subjects[10,16,18].
Similarly to healthy subjects, flow-mediated vasodilation is defective in nondiabetic
patients with coronary heart disease, compared to control subjects. On multivariate
analysis, the extent of flow-mediated vasodilation is correlated with serum high-
density lipoprotein (HDL)-c, but not with low-density lipoprotein (LDL)-c or total
cholesterol levels[10].
Impairment of flow-mediated vasodilation associated with insulin resistance is
already apparent in childhood. Obese children show impaired arterial vasodilation
compared to control children. Further, regular exercise over 6 mo restores abnormal
vascular dysfunction in obese children. The improvement in flow-mediated
vasodilation after 6-mo exercise program correlates with enhanced insulin sensitivity,
reflected by reduced body mass index (BMI), waist-to-hip ratio, systolic blood
pressure, fasting insulin, triglycerides, and LDL/HDL ratio[19].
In normal weight and overweight adolescents, there is a gradual deterioration of
flow-mediated vasodilation with worsening of insulin resistance evaluated by the
euglycemic hyperinsulinemic clamp[20].
INSULIN RESISTANCE IS INDEPENDENTLY ASSOCIATED
WITH SUBCLINICAL ARTERIAL STIFFNESS
Loss of distensibility of the arterial wall (arterial stiffness) leads to elevated systolic
blood pressure and consequently increases cardiac afterload resulting in left
ventricular hypertrophy that contributes to the development of congestive heart
failure. In addition, arterial stiffness leads to reduced diastolic blood pressure, which
may deteriorate diastolic coronary blood flow contributing to ischemic heart
disease[21,22] (Figure 3). Arterial stiffness is associated with wide pulse pressure
(systolic blood pressure minus diastolic blood pressure)[7,23].
Parameters that estimate arterial stiffness include blood pressure, pulse pressure,
pulse-wave velocity, augmentation index, coefficients of distensibility and
compliance, and the Young’s elastic modulus, which includes intima-media thickness
and estimates arterial stiffness controlling for arterial wall thickness[6]. Pulse-wave
velocity is the speed of the pressure wave generated by left ventricular contraction.
Arterial stiffness impairs the ability of the arterial wall to cushion the pressure wave
and increases pulse-wave velocity[21]. Augmentation is the pressure difference
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Figure 2
Figure 2 Pathophysiological changes associated with insulin resistance-mediated vascular disease.
between the second and first systolic peaks of the central arterial pressure waveform.
Increased augmentation reflects arterial stiffness[24,25]. The augmentation index has
been defined as augmentation divided by pulse pressure, being a measure of
peripheral wave reflection. A higher augmentation index reflects increased arterial
stiffness[26,27].
Age is consistently associated with arterial stiffness, but the loss of arterial elasticity
related with age is not justified by conventional cardiovascular risk factors. Insulin
resistance becomes deeper with age and may be a major pathophysiological
determinant of arterial stiffness in the elderly population[12,28,29].
Numerous investigations document an association between insulin resistance and
subclinical arterial stiffness in nondiabetic individuals across all ages. Arterial
stiffness related to insulin resistance begins early in life and progresses in
asymptomatic subjects during a latent period of time before the diagnosis of
cardiovascular disease. Subclinical arterial stiffness associated with insulin resistance
strongly predicts future cardiovascular events. Conventional cardiovascular risk
factors do not explain the loss of arterial elasticity related to insulin resistance[7,22].
Arterial stiffness is apparent in asymptomatic subjects with insulin resistance
ascertained either by its clinical expression, the metabolic syndrome, or by estimates
of insulin sensitivity.
Estimates of insulin resistance are associated with subclinical arterial stiffness
In a variety of population groups, insulin resistance identified by different estimates is
consistently associated with measures of arterial stiffness independently of classic
cardiovascular risk factors (Table 1).
The Atherosclerosis Risk in Communities study is a prospective population-based
trial with African American and Caucasian participants. A cross-sectional analysis
showed an independent association between insulin resistance (assessed by glucose
tolerance tests) and arterial stiffness. Subjects with insulin resistance had stiffer
arteries compared to those with normal glucose tolerance after adjustment for
confounding factors[6].
Similarly, insulin resistance (glucose tolerance tests) in individuals from the general
population was independently associated with arterial stiffness estimated by
distensibility and compliance of the carotid, femoral and brachial arteries, compared
to normal glucose tolerance. Arterial stiffness worsened with deteriorating glucose
tolerance[22].
Comparable findings were obtained in healthy Chinese subjects. Insulin resistance
(impaired glucose tolerance) was independently associated with arterial stiffness
(estimated by brachial-ankle pulse-wave velocity) compared to normal glucose
tolerance. Normoglycemic subjects with altered glucose metabolism have increased
arterial stiffness[30].
Likewise, arterial stiffness (brachial artery pulse-wave velocity) is positively
correlated with postprandial glucose and negatively correlated with plasma
adiponectin level, suggesting that arterial stiffness is greater in patients with insulin
resistance compared to those with normal glucose tolerance[17].
Assessment of insulin resistance with the euglycemic hyperinsulinemic clamp is
also independently associated with subclinical arterial stiffness of the common carotid
and femoral arteries evaluated by pulse-wave velocity in asymptomatic healthy
adults[21]. In patients with hypertension, insulin resistance (glucose tolerance tests) is
independently associated with arterial stiffness (carotid-femoral pulse-wave velocity
and pulse pressure) as well[31,32].
Several studies document an association between insulin resistance evaluated by
the homeostasis model assessment (HOMA) index and arterial stiffness in
asymptomatic individuals from different population groups. In healthy subjects and
in Korean post-menopausal women, insulin resistance is independently associated
with increased arterial stiffness (evaluated by brachial-ankle, aortic and peripheral
pulse-wave velocity). Arterial stiffness increases sequentially with the degree of
insulin resistance[33,34]. Analogous findings are observed in normotensive
normoglycemic first-degree relatives of patients with diabetes. Arterial stiffness
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Figure 3
Figure 3 Cardiovascular disease associated to arterial stiffness.
(carotid-femoral pulse-wave velocity) is increased in the relatives with insulin
resistance compared to those more insulin-sensitive[35]. Insulin resistance and arterial
stiffness (augmentation index and pulse-wave velocity) were compared in Indigenous
Australians (a population group with elevated rate of T2D) and European
Australians. The Indigenous population group had higher HOMA-IR values and
increased arterial stiffness compared to their European counterparts, suggesting that
intensified insulin resistance among Indigenous participants contributes to explain
increased arterial stiffness in this group[4].
Subclinical arterial stiffness is already present in children and adolescents with
insulin resistance, compared to insulin-sensitive control subjects. In healthy children
and adolescents from the general population of different countries, insulin resistance
(HOMA-IR values) is independently associated with increased arterial stiffness
evaluated by carotid-femoral pulse-wave velocity or brachial artery distensibility
compared to control subjects[11,36,37]. In obese children and adolescents, a profound
independent effect of insulin resistance on vascular compliance has been observed.
Insulin-resistant subjects (HOMA-IR) experience increased vascular stiffness (aortic
pulse-wave velocity) compared to control individuals[38-40]. In normal weight and
overweight adolescents, insulin resistance assessed by euglycemic hyperinsulinemic
clamp is associated with higher augmentation index, indicating that insulin resistance
in adolescents is related to increased arterial stiffness[20].
Clinical manifestations of insulin resistance are associated with subclinical arterial
stiffness
The metabolic syndrome is a cluster of clinical features that reflects insulin resistance,
including obesity, systolic hypertension, dyslipemia (hypertriglyceridemia and low
HDL-c), and hyperinsulinemia. The metabolic syndrome and its individual
components have been independently associated with arterial stiffness. Patients with
any clinical expression of insulin resistance experience subclinical arterial stiffness
that is not explained by conventional cardiovascular risk factors. Arterial stiffness has
been considered a further clinical manifestation of insulin resistance[7] (Table 2).
The metabolic syndrome is associated with arterial stiffness: The longitudinal
association between the metabolic syndrome and arterial stiffness was investigated in
the Cardiovascular Health Study. Metabolic syndrome at baseline (obesity, systolic
hypertension, hyperinsulinemia and hypertriglyceridemia) independently predicted
increased arterial stiffness (aortic pulse-wave velocity) at follow-up[28].
In the Atherosclerosis Risk in Communities study, the joint effect of elevated
glucose, hyperinsulinemia and hypertriglyceridemia (reflecting insulin resistance) is
independently associated with arterial stiffness in subjects from the general
population[6]. Similarly, the clustering of at least three components of the metabolic
syndrome is related with increased carotid artery stiffness among healthy participants
across all age groups in the Baltimore Longitudinal Study on Aging independently of
other cardiovascular risk factors[41].
Likewise, the metabolic syndrome is strongly and independently associated with
reduced distensibility of the common carotid artery in healthy women from the
general population[9]. In 12517 subjects with no history of cardiovascular disease,
systolic hypertension, obesity, hypertriglyceridemia, and hyperuricemia are
independent determinants for arterial stiffness (brachial-ankle pulse-wave velocity)
on multiple regression analysis[29]. Arterial stiffness (augmentation index and pulse-
wave velocity) was compared in Indigenous and European Australians. Factor
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Table 1 Studies that find an independent association between insulin resistance and subclinical arterial stiffness unexplained by classic
cardiovascular risk factors
Ref.Population group Insulin resistance Arterial stiffness
Salomaa et al[6]African American and Caucasian IGT Arterial compliance, Young’s elastic modulus
Henry et al[22]General population IGT Arterial compliance
Shin et al[30]Healthy Chinese subjects IGT Brachial-ankle PWV
Liye et al[17]IGT versus normal glucose tolerance IGT, serum adiponectin levels Brachial artery PWV
Giltay et al[21]Healthy subjects Hyperinsulinemic euglycemic clamp Carotid-femoral PWV
Vyssoulis et al[32]Patients with hypertension IGT Carotid-femoral PWV
Sengstock et al[31]Patients with hypertension Frequently sampled IV tolerance test Aortic PWV, pulse pressure
Kasayama et al[33]Healthy adults HOMA Brachial-ankle PWV
Park et al[34]Postmenopausal women HOMA-IR Aortic and peripheral PWV
Maple-Brown et al[4]Indigenous Australians HOMA-IR Augmentation index
Scuteri et al[35]Family history of diabetes HOMA-IR Carotid-femoral PWV
Sakuragi et al[36]Prepubescent children HOMA-IR Carotid-femoral PWV
Whincup et al[11]British children HOMA-IR Brachial artery distensibility
Gungor et al[38]Children and adolescents HOMA-IR Aortic PWV
Iannuzzi et al[39]Children and adolescents HOMA-IR Aortic PWV
Tomsa et al[20]Adolescents Hyperinsulinemic euglycemic clamp Augmentation index
IGT: Impaired glucose tolerance; PWV: Pulse-wave velocity; HOMA: Homeostasis model assessment; HOMA-IR: Homeostasis model assessment-insulin
resistance.
analysis revealed that metabolic syndrome components clustered with Indigenous
Australian participants. Arterial stiffness was more pronounced among Indigenous
compared to European Australians[4].
Subclinical arterial stiffness is already present in children and adolescents with the
metabolic syndrome, suggesting that insulin resistance plays an important role in the
early pathogenesis of vascular disease. British and Chinese children and adolescents
with the metabolic syndrome have increased arterial stiffness compared to control
children after adjustment for covariates. There is a strong graded inverse relationship
between the number of metabolic syndrome components and brachial artery
distensibility[11,37]. In obese children, common carotid artery stiffness is more
prominent in the group with the metabolic syndrome compared to the control
group[42]. Normoglycemic young adults (mean age 20 years) with a positive family
history of T2D have higher BMI and fasting insulin and increased arterial stiffness
(aortic pulse-wave velocity) than their counterparts without T2D relatives[43]. The
longitudinal relationship between the metabolic syndrome identified in childhood
and arterial elasticity assessed in adulthood was investigated in a prospective
population-based cohort study with 21 years of follow-up, the Cardiovascular Risk in
Young Finns Study. Childhood metabolic syndrome (obesity, systolic hypertension,
hypertriglyceridemia and hyperinsulinemia) predicts independently carotid artery
stiffness in adulthood[44].
Obesity is associated with arterial stiffness: Longitudinal and cross-sectional studies
consistently show that measures of adiposity (BMI, waist circumference, waist-to-hip
ratio, body fat, and abdominal fat) are independently associated with estimates of
arterial stiffness in diverse population groups. This association is already apparent
during childhood and cannot be explained by traditional cardiovascular risk factors.
In a population-based setting, adulthood obesity (BMI and waist-to-hip ratio) is
associated with increased stiffness of carotid, femoral, and brachial arteries after
adjusting for cardiovascular risk factors. Arterial distensibility consistently decreased
with higher BMI[9,45]. Similarly, obesity (BMI and waist circumference) is
independently related to increased arterial stiffness (augmentation index) in
Indigenous Australians free of T2D compared to European Australians[46]. In female
twins, abdominal adiposity is a determinant of arterial stiffness (augmentation index)
independent of genetic effects and other confounding factors[47].
The association between adiposity parameters and increased arterial stiffness
begins during childhood. In obese children, there is a marked effect of insulin
resistance associated with obesity on vascular compliance. Obese children are more
insulin-resistant and have stiffer arteries compared with lean controls[39,40]. In a
population-based setting, childhood obesity (BMI and waist circumference) is
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Adeva-Andany MM et al. Insulin resistance is associated to subclinical vascular disease
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Table 2 Studies that find an independent association between the clinical expression of insulin resistance and subclinical arterial
stiffness unexplained by classic cardiovascular risk factors
Ref.Population group Insulin resistance Arterial stiffness
Mackey et al[28]Elderly Metabolic syndrome Aortic pulse-wave velocity
Salomaa et al[6]General population Metabolic syndrome Arterial compliance, Young’s elastic modulus
Hyperinsulinemia
Scuteri et al[41]Healthy subjects Metabolic syndrome Carotid artery stiffness
Van-Popele et al[9]Women Metabolic syndrome Carotid artery stiffness
Obesity
Dyslipemia
Tomiyama et al[29]Healthy subjects Metabolic syndrome Brachial-ankle pulse-wave velocity
Systolic hypertension
Maple-Brown et al[4]Indigenous versus European Australians Metabolic syndrome Augmentation index, pulse-wave velocity
Whincup et al[11]British children Metabolic syndrome Brachial artery distensibility
Obesity
Hyperinsulinemia
Xi et al[37]Chinese children Metabolic syndrome Brachial artery distensibility
Ianuzzi et al[42]Obese children Metabolic syndrome Carotid artery stiffness
Hopkins et al[43]Relatives of patients with type 2 diabetes Metabolic syndrome Aortic pulse-wave velocity
Juonala et al[44]Children Metabolic syndrome Carotid artery stiffness
Hyperinsulinemia
Zebekakis et al[45]General population Obesity Carotid, femoral, and brachial arteries stiffness
Maple-Brown et al[46]Indigenous versus European Australians Obesity Augmentation index
Greenfield et al[47]Female twins Abdominal obesity Augmentation index
Sakuragi et al[35]Children Obesity Brachial artery distensibility
Dyslipemia
Hyperinsulinemia
Gungor et al[38]Adolescents and young adults Obesity Aortic pulse-wave velocity
Jourdan et al[47]Dyslipemia
Urbina et al[49]
Kappus et al[50]
Wildman et al[51]Young and older adults Obesity Aortic pulse-wave velocity
Iannuzzi et al[39]Systolic hypertension Aortic pulse-wave velocity
Kasayama et al[33]Dyslipemia
Ceceija et al[12]Hyperinsulinemia
Urbina et al[52]Triglyceride/HDL-c Aortic pulse-wave velocity
associated with increased arterial stiffness after adjustment for confounding factors.
There is a strong graded inverse relationship between BMI and brachial artery
distensibility, This association is apparent even at BMI levels below those considered
to represent obesity[11,36]. Similar results are observed in adolescents and young adults.
Obesity is associated with subclinical arterial stiffness independently of
cardiovascular risk factors[38,48-50].
The association between obesity and arterial stiffness (aortic pulse-wave velocity)
was evaluated in young adults (20 to 40 years, 50% African American) and older
adults (41 to 70 years, 33% African American). Obesity parameters (BMI, waist
circumference, hip circumference, and waist-to-hip ratio) were strongly correlated
with higher aortic pulse-wave velocity, independently of risk factors. Obesity is an
independent and strong predictor of aortic stiffness for both races and age groups[51].
Systolic hypertension, dyslipemia, and hyperinsulinemia are associated with
arterial stiffness: Other clinical manifestations of insulin resistance, including systolic
hypertension[12,29,39,40], dyslipemia[9,33,36,38-40,52], and hyperinsulinemia[6,11,36,40,44] are also
consistently associated with different measures of arterial stiffness independently of
other cardiovascular risk factors, in diverse population groups, across all ages.
Longitudinal studies such as the Atherosclerosis Risk in Communities study and the
Multi-Ethnic Study of Atherosclerosis have shown that arterial stiffness predicts the
development of systolic hypertension[53,54]. In healthy subjects 10 to 26 years old,
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triglyceride-to-HDL-c ratio is an independent predictor of arterial stiffness after
adjustment for cardiovascular risk factors, particularly in the obese. Arterial stiffness
rose progressively across tertiles of triglyceride-to-HDL-c ratio[52].
INSULIN RESISTANCE IS INDEPENDENTLY ASSOCIATED
WITH SUBCLINICAL STRUCTURAL CHANGES OF THE
ARTERIAL WALL
Similarly to arterial stiffness, a gradual increase in carotid intima-media thickness
occurs with age. A systematic review documents a strong association between age
and carotid intima-media thickness in healthy subjects and individuals with
cardiovascular disease. This relationship is not affected by cardiovascular risk factors.
Ageing is associated with magnification of insulin resistance that may explain the
increase in intima-media thickness[55].
Insulin resistance either ascertained by estimates or by its clinical expression is
associated with increased intima-media thickness and increased calcification of the
arterial wall in asymptomatic subjects. This association is not mediated by classic
cardiovascular risk factors, suggesting that insulin resistance plays a crucial role in the
development of initial vascular damage (Table 3).
Estimates of insulin resistance are associated with increased thickness of the
arterial wall and increased coronary calcification
Increased thickness of the arterial wall: In healthy subjects from the Kuopio Ischemic
Heart Disease Risk Factor study, insulin resistance was determined by the euglycemic
hyperinsulinemic clamp technique and the presence of subclinical vascular disease in
the femoral and carotid arteries was evaluated by ultrasonography. Subjects with
asymptomatic vascular disease were more insulin-resistant compared to control
subjects[56].
The association between insulin resistance and subclinical vascular disease was
confirmed in healthy Swedish men. Insulin resistance was determined by the
hyperinsulinemic euglycemic clamp in subjects with high cardiovascular risk
(hypercholesterolemia, smoking) and subjects with no cardiovascular risk factors.
Asymptomatic vascular disease was evaluated by B-mode ultrasound of the common
carotid artery. A negative correlation between insulin sensitivity and carotid intima-
media thickness was observed in both population groups (high and low
cardiovascular risk). Participants with insulin resistance had greater carotid wall
thickness compared to insulin-sensitive subjects[57].
A similar association between insulin resistance and subclinical vascular disease
(increased intima-media thickness of the arterial wall) was observed in healthy
Caucasian participants of the Insulin Resistance Atherosclerosis Study. Insulin
sensitivity was evaluated by the frequently sampled intravenous glucose tolerance
test with analysis by the minimal model of Bergman. Asymptomatic vascular disease
was assessed by the measurement of intima-media thickness of the carotid artery by
B-mode ultrasonography. In Caucasian men, insulin resistance is associated with a
subclinical increase in carotid intima-media thickness, after adjustment for traditional
cardiovascular risk factors[58].
The independent association between insulin resistance (HOMA-IR) and subclinical
vascular disease (increased carotid intima-media thickness) has been confirmed in
healthy subjects of four ethnic groups (non-Hispanic Whites, African-Americans,
Hispanic Americans, and Chinese Americans) from the Multi-Ethnic Study of
Atherosclerosis[59].
In asymptomatic patients with impaired glucose tolerance, insulin resistance
(calculated by the insulin sensitivity check index) is strongly associated with severe
carotid atherosclerosis (assessed by ultrasonography) on multiple regression analysis
after adjustment for confounders. Carotid intima-media thickness correlated inversely
with insulin sensitivity[60].
The association between insulin resistance and asymptomatic increased intima-
media thickness is apparent in childhood. In healthy children, insulin resistance
measured with the euglycemic hyperinsulinemic clamp is associated with higher
carotid intima-media thickness[61]. Likewise, obese children aged 6-14 years with
higher HOMA-IR had increased carotid intima-media thickness compared to control
children[39].
Increased coronary artery calcification: Insulin resistance is also associated with
subclinical coronary artery calcification. Asymptomatic subjects with insulin
resistance (HOMA-IR) have increased coronary calcification score (derived from
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Table 3 Studies that find an independent association between insulin resistance and subclinical vascular calcification or increased
intima-media thickness of the arterial wall unexplained by traditional cardiovascular risk factors
Ref.Population group Insulin resistance Vascular disease
Laakso et al[56]Healthy subjects Euglycemic hyperinsulinemic clamp Increased carotid IMT
Agewall et al[57]Healthy men Euglycemic hyperinsulinemic clamp Increased carotid wall thickness
Howard et al[58]Healthy Caucasians Frequently sampled IV glucose tolerance
test
Increased carotid IMT
Bertoni et al[59]Multiethnic healthy subjects HOMA-IR Increased carotid IMT, elevated coronary
calcium
Rajala et al[60]Healthy subjects Insulin sensitivity check index Increased carotid IMT
Iannuzzi et al[39]Obese children HOMA-IR Increased carotid IMT
Ryder et al[61]Healthy children Euglycemic hyperinsulinemic clamp Increased carotid IMT
Arad et al[62]Healthy subjects HOMA-IR Elevated coronary calcium score
Ong et al[63]Healthy subjects HOMA-IR Elevated coronary calcium score
Meigs et al[64]Healthy subjects Glucose tolerance tests Coronary artery calcification
Dabelea et al[65]Healthy and type 1 diabetes children Glucose disposal rate Coronary artery calcification
Reilly et al[66]Family history of cardiovascular
disease
HOMA-IR Coronary artery calcification
Qasim et al[67]Family history of cardiovascular
disease
HOMA-IR Coronary artery calcification
Young et al[68]Patients with coronary artery disease Glucose tolerance test Coronary artery calcification
Shinozaki et al[69]Family history of cardiovascular
disease
Glucose tolerance test Coronary artery calcification
HOMA-IR: Homeostasis model assessment-insulin resistance; IMT: Intima-media thickness.
electron-beam computed tomography) that is not explained by traditional
cardiovascular risk factors[59,62,63].
In the Framingham Offspring Study, there is a graded increase in subclinical
coronary artery calcification with worsening insulin resistance (impaired glucose
tolerance) among asymptomatic subjects[64].
The association between insulin resistance (estimated glucose disposal rate) and
coronary artery calcification was examined among patients with type 1 diabetes and
healthy subjects in the Coronary Artery Calcification in Type 1 Diabetes study. Insulin
resistance was independently associated with coronary artery calcification (electron-
beam computed tomography) in both population groups[65].
In the Study of Inherited Risk of Coronary Atherosclerosis, insulin resistance
(HOMA-IR) is associated with coronary artery calcification after adjustment for
confounding factors in asymptomatic subjects with a family history of premature
cardiovascular disease. The HOMA-IR index predicts coronary artery calcification
scores beyond other cardiovascular risk factors in this population group[66,67].
In normoglycemic patients with coronary artery disease, insulin resistance (glucose
tolerance tests) is associated with severity of the coronary disease documented by
coronary arteriography compared to control subjects. Nondiabetic patients with
coronary artery disease are insulin-resistant compared to control subjects[68,69].
Clinical manifestations of insulin resistance are associated with subclinical
structural damage to the arterial wall
The metabolic syndrome and its individual components are associated with
subclinical structural vascular disease that is not explained by conventional
cardiovascular risk factors.
The metabolic syndrome: In healthy participants of several studies, including the
Atherosclerosis Risk in Communities study, the Baltimore Longitudinal Study on
Aging study, and the Multi-Ethnic Study of Atherosclerosis, the metabolic syndrome
is independently associated with asymptomatic increased carotid intima-media
thickness across all age groups and ethnicities[6,41,59,70]. Likewise, the metabolic
syndrome is associated with coronary artery calcification independently of other
cardiovascular risk factors in asymptomatic subjects with a family history of
premature cardiovascular disease participants of the Study of Inherited Risk of
Coronary Atherosclerosis[66].
Subclinical vascular damage is detectable at young age in the presence of metabolic
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syndrome. Asymptomatic carotid intima-media thickness is increased in children
with metabolic syndrome as compared with healthy control children, after adjustment
for confounders[71]. Regular exercise over 6 mo improves the metabolic syndrome and
reduces carotid intima-media thickness in obese children compared to control
subjects[19].
In analyses from four cohort studies (Cardiovascular Risk in Young Finns study,
Bogalusa Heart study, Princeton Lipid Research study, Insulin study) with a mean
follow-up of 22.3 years, the presence of the metabolic syndrome during childhood is
associated with higher carotid intima-media thickness in adulthood[72].
In the Bogalusa Heart study, postmortem examinations performed in children and
adolescents from a biracial (African American and Caucasian) community showed
that the antemorten presence of the metabolic syndrome (obesity, dyslipemia, and
hypertension) strongly predicted the extent of vascular disease in the aorta and
coronary arteries[73].
In the Pathobiological Determinants of Atherosclerosis in Youth study, arteries
collected from autopsies aged 15-34 years whose deaths were accidental showed that
vascular disease in the aorta and right coronary artery is associated with the presence
of impaired glucose tolerance, obesity, hypertension, and low HDL-c level. This
association is not explained by hypercholesterolemia or smoking[74].
Obesity: In healthy asymptomatic adults, greater BMI and waist-to-hip ratio are
independently associated with increased carotid intima-media thickness[70,75].
Increased diameter of the arterial wall associated with obesity is present in several
areas of the arterial system, including carotid, femoral and brachial arteries. Across a
wide age range, intima-media thickness of several arteries increased with higher BMI
in a population-based sample of participants[45].
The independent relationship between obesity and subclinical increased intima-
media thickness of carotid and femoral arteries is present in children and adolescents.
Obese children have increased carotid and femoral intima-media thickness compared
to control children[39,48,50]. In a prospective cohort of children and adolescents, BMI
assessed at 11, 15, and 18 years was associated with higher carotid intima-media
thickness after controlling for confounders. Overweight/obese subjects had higher
carotid intima-media thickness compared to subjects with normal BMI[76].
In analyses from four cohort studies (Cardiovascular Risk in Young Finns study,
Bogalusa Heart study, Princeton Lipid Research study, Insulin study) with a mean
follow-up of 22.3 years, childhood BMI was associated with higher carotid intima-
media thickness in adulthood[72].
Systolic hypertension, dyslipemia, and hyperinsulinemia: Fasting hyperinsulinemia
is independently associated with greater carotid intima-media thickness and coronary
artery calcification in asymptomatic healthy subjects[6,62,64,70]. The association between
hyperinsulinemia and increased carotid intima-media thickness is similar in African
American and Caucasian subjects[6,70]. The Mexico City Diabetes study investigated the
longitudinal relationship between systolic hypertension and vascular damage in a
population-based prospective trial. In normotensive subjects who progress to
hypertension (prehypertensive subjects), baseline carotid intima-media thickness
increased in comparison with subjects who remained normotensive. After adjusting
for multiple cardiovascular risk factors, converter status was independently
associated with a higher carotid intima-media thickness[77].
Autopsy examinations from the Pathobiological Determinants of Atherosclerosis in
Youth study show that systolic hypertension is associated with greater vascular injury
in both the aorta and right coronary artery (particularly fibrous plaques) in subjects
throughout the 15-34 year age span. The association of hypertension with vascular
damage remained after adjusting for BMI and glycohemoglobin[74].
Longitudinal autopsy studies conducted in children and adults show that low
HDL-c is independently associated with vascular disease. The degree of vascular
lesions in both the aorta and right coronary artery is negatively associated with serum
HDL-c on multiple regression analysis[73,74,78,79].
SUBCLINICAL VASCULAR DISEASE ASSOCIATED WITH
INSULIN RESISTANCE PREDICTS CARDIOVASCULAR
DISEASE
Subclinical structural and functional vascular dysfunction associated with insulin
resistance in otherwise healthy subjects is highly predictive of future cardiovascular
events. Reduced vasodilation, loss of arterial distensibility, and increased arterial
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intima-media thickness in asymptomatic subjects are all associated with future
cardiovascular disease.
In a systematic review and meta-analysis of prospective studies, impaired brachial
flow-mediated vasodilatation was associated with future cardiovascular events both
in asymptomatic and diseased population groups[15]. Impaired nitroglycerin-mediated
vasodilatation of the brachial artery has been independently associated with coronary
artery calcification in a population-based study[80]. In a prospective study, impaired
coronary vasoreactivity was independently associated with a higher incidence of
cardiovascular events. Baseline coronary vasoreactivity in response to several stimuli
(acetylcholine, sympathetic activation, increased blood flow, and nitroglycerin)
predicted incident cardiovascular events at follow-up, after adjustment for traditional
cardiovascular risk factors[81].
The ability of arterial stiffness to predict cardiovascular events independently of
other cardiovascular risk factors has been documented in cross-sectional and
prospective studies, systemic reviews and meta-analyses.
Prospective studies show that increased arterial stiffness (estimated by wide pulse
pressure, carotid-femoral pulse-wave velocity, and common carotid distensibility) is a
powerful predictor of incident cardiovascular events in asymptomatic individuals
from the general population, patients with hypertension, subjects with impaired
glucose tolerance, and patients with T2D beyond classic cardiovascular risk
factors[82-84]. A systematic review of cross-sectional studies concludes that arterial
stiffness is highly predictive of cardiovascular events[12]. A systematic review and
meta-analysis of longitudinal studies that followed-up 15877 subjects for a mean of 7.7
years concludes that aortic stiffness (expressed as aortic pulse-wave velocity) is a
strong predictor of future cardiovascular events, cardiovascular mortality, and all-
cause mortality, independently of classic cardiovascular risk factors. The predictive
value of increased arterial stiffness is larger in patients with higher baseline
cardiovascular risk states, such as renal disease, coronary artery disease, or
hypertension compared with low-risk subjects (general population)[85].
The prospective association between arterial stiffness and postmortem vascular
damage was investigated among elderly subjects. There was a weak correlation
between baseline arterial stiffness (pulse-wave velocity) and the degree of vascular
damage observed at autopsy[86].
A large cross-sectional study with 10828 participants investigated the ability of
brachial-ankle pulse-wave velocity for screening cardiovascular risk in the general
population. On multivariate analysis, brachial-ankle pulse-wave velocity was
associated with cardiovascular risk independently from conventional risk factors[87].
In a population-based cohort study in the elderly (Rotterdam study), arterial
stiffness had a strong positive association with structural vascular disease. Aortic and
carotid stiffness (assessed by carotid-femoral pulse-wave velocity and common
carotid distensibility) was associated with carotid intima-media thickness after
adjustment for cardiovascular risk factors[88].
Subclinical carotid intima-media thickness predicts cardiovascular events in
healthy subjects and patients with coronary artery disease. A systematic review and
meta-analysis concluded that carotid intima-media thickness is a strong independent
predictor of future vascular events, although data for younger individuals are
limited[89]. A prospective cohort study of women shows that increased carotid intima-
media thickness predicts cardiovascular events during 7-year follow-up regardless of
glucose tolerance and other cardiovascular risk factors[90]. In a systematic review,
population groups with cardiovascular disease had a higher carotid intima-media
thickness compared to population groups free of cardiovascular disease[55].
CONCLUSION
Numerous studies provide compelling evidence of an association between insulin
resistance and subclinical cardiovascular disease that is not explained by traditional
cardiovascular risk factors, such as hypercholesterolemia or smoking. Pathogenic
mechanisms underlying vascular damage linked to insulin resistance are undefined.
Vascular injury associated with insulin resistance begins early in life and includes
impaired vasodilation, loss of arterial distensibility, increased intima-media thickness
of the arterial wall and increased arterial calcification. Subclinical vascular
dysfunction associated with insulin resistance in otherwise healthy subjects is highly
predictive of future cardiovascular events. Reduced vasodilation, loss of arterial
distensibility, increased arterial intima-media thickness and vascular calcification in
asymptomatic subjects are associated with future cardiovascular disease.
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ACKNOWLEDGEMENTS
We wish to thank Ms. Gema Souto for her help during the writing of this manuscript.
REFERENCES
1Eddy D, Schlessinger L, Kahn R, Peskin B, Schiebinger R. Relationship of insulin resistance and related
metabolic variables to coronary artery disease: a mathematical analysis. Diabetes Care 2009; 32: 361-366
[PMID: 19017770 DOI: 10.2337/dc08-0854]
2Satija A, Bhupathiraju SN, Rimm EB, Spiegelman D, Chiuve SE, Borgi L, Willett WC, Manson JE, Sun
Q, Hu FB. Plant-Based Dietary Patterns and Incidence of Type 2 Diabetes in US Men and Women: Results
from Three Prospective Cohort Studies. PLoS Med 2016; 13: e1002039 [PMID: 27299701 DOI:
10.1371/journal.pmed.1002039]
3Lillioja S, Mott DM, Spraul M, Ferraro R, Foley JE, Ravussin E, Knowler WC, Bennett PH, Bogardus C.
Insulin resistance and insulin secretory dysfunction as precursors of non-insulin-dependent diabetes
mellitus. Prospective studies of Pima Indians. N Engl J Med 1993; 329: 1988-1992 [PMID: 8247074 DOI:
10.1056/NEJM199312303292703]
4Maple-Brown LJ, Piers LS, O'Rourke MF, Celermajer DS, O'Dea K. Increased arterial stiffness in remote
Indigenous Australians with high risk of cardiovascular disease. J Hypertens 2007; 25: 585-591 [PMID:
17278975 DOI: 10.1097/HJH.0b013e328011f766]
5Jaap AJ, Hammersley MS, Shore AC, Tooke JE. Reduced microvascular hyperaemia in subjects at risk of
developing type 2 (non-insulin-dependent) diabetes mellitus. Diabetologia 1994; 37: 214-216 [PMID:
8163058 DOI: 10.1007/s001250050096]
6Salomaa V, Riley W, Kark JD, Nardo C, Folsom AR. Non-insulin-dependent diabetes mellitus and fasting
glucose and insulin concentrations are associated with arterial stiffness indexes. The ARIC Study.
Atherosclerosis Risk in Communities Study. Circulation 1995; 91: 1432-1443 [PMID: 7867184 DOI:
10.1161/01.CIR.91.5.1432]
7Stehouwer CD, Henry RM, Ferreira I. Arterial stiffness in diabetes and the metabolic syndrome: a
pathway to cardiovascular disease. Diabetologia 2008; 51: 527-539 [PMID: 18239908 DOI:
10.1007/s00125-007-0918-3]
8Johansen NB, Charles M, Vistisen D, Rasmussen SS, Wiinberg N, Borch-Johnsen K, Lauritzen T,
Sandbæk A, Witte DR. Effect of intensive multifactorial treatment compared with routine care on aortic
stiffness and central blood pressure among individuals with screen-detected type 2 diabetes: the
ADDITION-Denmark study. Diabetes Care 2012; 35: 2207-2214 [PMID: 22787176 DOI:
10.2337/dc12-0176]
9van Popele NM, Westendorp IC, Bots ML, Reneman RS, Hoeks AP, Hofman A, Grobbee DE, Witteman
JC. Variables of the insulin resistance syndrome are associated with reduced arterial distensibility in
healthy non-diabetic middle-aged women. Diabetologia 2000; 43: 665-672 [PMID: 10855542 DOI:
10.1007/s001250051356]
10 Zhang X, Zhao SP, Li XP, Gao M, Zhou QC. Endothelium-dependent and -independent functions are
impaired in patients with coronary heart disease. Atherosclerosis 2000; 149: 19-24 [PMID: 10704610 DOI:
10.1016/S0021-9150(99)00288-9]
11 Whincup PH, Gilg JA, Donald AE, Katterhorn M, Oliver C, Cook DG, Deanfield JE. Arterial
distensibility in adolescents: the influence of adiposity, the metabolic syndrome, and classic risk factors.
Circulation 2005; 112: 1789-1797 [PMID: 16172286 DOI: 10.1161/CIRCULATIONAHA.104.532663]
12 Cecelja M, Chowienczyk P. Dissociation of aortic pulse wave velocity with risk factors for cardiovascular
disease other than hypertension: a systematic review. Hypertension 2009; 54: 1328-1336 [PMID:
19884567 DOI: 10.1161/HYPERTENSIONAHA.109.137653]
13 McVeigh GE, Brennan GM, Johnston GD, McDermott BJ, McGrath LT, Henry WR, Andrews JW, Hayes
JR. Impaired endothelium-dependent and independent vasodilation in patients with type 2 (non-insulin-
dependent) diabetes mellitus. Diabetologia 1992; 35: 771-776 [PMID: 1511805]
14 Adams MR, Robinson J, McCredie R, Seale JP, Sorensen KE, Deanfield JE, Celermajer DS. Smooth
muscle dysfunction occurs independently of impaired endothelium-dependent dilation in adults at risk of
atherosclerosis. J Am Coll Cardiol 1998; 32: 123-127 [PMID: 9669259 DOI:
10.1016/S0735-1097(98)00206-X]
15 Ras RT, Streppel MT, Draijer R, Zock PL. Flow-mediated dilation and cardiovascular risk prediction: a
systematic review with meta-analysis. Int J Cardiol 2013; 168: 344-351 [PMID: 23041097 DOI:
10.1016/j.ijcard.2012.09.047]
16 Su Y, Liu XM, Sun YM, Wang YY, Luan Y, Wu Y. Endothelial dysfunction in impaired fasting glycemia,
impaired glucose tolerance, and type 2 diabetes mellitus. Am J Cardiol 2008; 102: 497-498 [PMID:
18678313 DOI: 10.1016/j.amjcard.2008.03.087]
17 Liye H, Lvyun Z, Guangyao S, Luping R. Investigation of early change of endothelial function and related
factors in individuals with hyperglycemia. Diabetes Res Clin Pract 2011; 92: 194-197 [PMID: 21334758
DOI: 10.1016/j.diabres.2011.01.018]
18 Steinberg HO, Chaker H, Leaming R, Johnson A, Brechtel G, Baron AD. Obesity/insulin resistance is
associated with endothelial dysfunction. Implications for the syndrome of insulin resistance. J Clin Invest
1996; 97: 2601-2610 [PMID: 8647954 DOI: 10.1172/JCI118709]
19 Meyer AA, Kundt G, Lenschow U, Schuff-Werner P, Kienast W. Improvement of early vascular changes
and cardiovascular risk factors in obese children after a six-month exercise program. J Am Coll Cardiol
2006; 48: 1865-1870 [PMID: 17084264 DOI: 10.1016/j.jacc.2006.07.035]
20 Tomsa A, Klinepeter Bartz S, Krishnamurthy R, Krishnamurthy R, Bacha F. Endothelial Function in
Youth: A Biomarker Modulated by Adiposity-Related Insulin Resistance. J Pediatr 2016; 178: 171-177
[PMID: 27546204 DOI: 10.1016/j.jpeds.2016.07.025]
21 Giltay EJ, Lambert J, Elbers JM, Gooren LJ, Asscheman H, Stehouwer CD. Arterial compliance and
distensibility are modulated by body composition in both men and women but by insulin sensitivity only in
women. Diabetologia 1999; 42: 214-221 [PMID: 10064102 DOI: 10.1007/s001250051141]
22 Henry RM, Kostense PJ, Spijkerman AM, Dekker JM, Nijpels G, Heine RJ, Kamp O, Westerhof N,
Bouter LM, Stehouwer CD; Hoorn Study. Arterial stiffness increases with deteriorating glucose tolerance
WJD https://www.wjgnet.com
February 15, 2019 Volume 10 Issue 2
Adeva-Andany MM et al. Insulin resistance is associated to subclinical vascular disease
74
status: the Hoorn Study. Circulation 2003; 107: 2089-2095 [PMID: 12695300 DOI:
10.1161/01.CIR.0000065222.34933.FC]
23 Dart AM, Kingwell BA. Pulse pressure--a review of mechanisms and clinical relevance. J Am Coll
Cardiol 2001; 37: 975-984 [PMID: 11263624 DOI: 10.1016/S0735-1097(01)01108-1]
24 Nichols WW, Singh BM. Augmentation index as a measure of peripheral vascular disease state. Curr
Opin Cardiol 2002; 17: 543-551 [PMID: 12357133 DOI: 10.1097/00001573-200209000-00016]
25 Fukui M, Kitagawa Y, Nakamura N, Mogami S, Ohnishi M, Hirata C, Ichio N, Wada K, Kamiuchi K,
Shigeta M, Sawada M, Hasegawa G, Yoshikawa T. Augmentation of central arterial pressure as a marker
of atherosclerosis in patients with type 2 diabetes. Diabetes Res Clin Pract 2003; 59: 153-161 [PMID:
12560165 DOI: 10.1016/S0168-8227(02)00204-8]
26 Brooks B, Molyneaux L, Yue DK. Augmentation of central arterial pressure in type 1 diabetes. Diabetes
Care 1999; 22: 1722-1727 [PMID: 10526742 DOI: 10.2337/diacare.22.10.1722]
27 Shah AS, Wadwa RP, Dabelea D, Hamman RF, D'Agostino R, Marcovina S, Daniels SR, Dolan LM, Fino
NF, Urbina EM. Arterial stiffness in adolescents and young adults with and without type 1 diabetes: the
SEARCH CVD study. Pediatr Diabetes 2015; 16: 367-374 [PMID: 25912292 DOI: 10.1111/pedi.12279]
28 Mackey RH, Sutton-Tyrrell K, Vaitkevicius PV, Sakkinen PA, Lyles MF, Spurgeon HA, Lakatta EG,
Kuller LH. Correlates of aortic stiffness in elderly individuals: a subgroup of the Cardiovascular Health
Study. Am J Hypertens 2002; 15: 16-23 [PMID: 11824854 DOI: 10.1016/S0895-7061(01)02228-2]
29 Tomiyama H, Yamashina A, Arai T, Hirose K, Koji Y, Chikamori T, Hori S, Yamamoto Y, Doba N,
Hinohara S. Influences of age and gender on results of noninvasive brachial-ankle pulse wave velocity
measurement--a survey of 12517 subjects. Atherosclerosis 2003; 166: 303-309 [PMID: 12535743 DOI:
10.1016/S0021-9150(02)00332-5]
30 Shin JY, Lee HR, Lee DC. Increased arterial stiffness in healthy subjects with high-normal glucose levels
and in subjects with pre-diabetes. Cardiovasc Diabetol 2011; 10: 30 [PMID: 21492487 DOI:
10.1186/1475-2840-10-30]
31 Sengstock DM, Vaitkevicius PV, Supiano MA. Arterial stiffness is related to insulin resistance in
nondiabetic hypertensive older adults. J Clin Endocrinol Metab 2005; 90: 2823-2827 [PMID: 15728211
DOI: 10.1210/jc.2004-1686]
32 Vyssoulis G, Pietri P, Vlachopoulos C, Alexopoulos N, Kyvelou SM, Terentes-Printzios D, Stefanadis C.
Early adverse effect of abnormal glucose metabolism on arterial stiffness in drug naive hypertensive
patients. Diab Vasc Dis Res 2012; 9: 18-24 [PMID: 21994165 DOI: 10.1177/1479164111422827]
33 Kasayama S, Saito H, Mukai M, Koga M. Insulin sensitivity independently influences brachial-ankle
pulse-wave velocity in non-diabetic subjects. Diabet Med 2005; 22: 1701-1706 [PMID: 16401315 DOI:
10.1111/j.1464-5491.2005.01718.x]
34 Park JS, Nam JS, Cho MH, Yoo JS, Ahn CW, Jee SH, Lee HS, Cha BS, Kim KR, Lee HC. Insulin
resistance independently influences arterial stiffness in normoglycemic normotensive postmenopausal
women. Menopause 2010; 17: 779-784 [PMID: 20215975 DOI: 10.1097/gme.0b013e3181cd3d60]
35 Scuteri A, Tesauro M, Rizza S, Iantorno M, Federici M, Lauro D, Campia U, Turriziani M, Fusco A,
Cocciolillo G, Lauro R. Endothelial function and arterial stiffness in normotensive normoglycemic first-
degree relatives of diabetic patients are independent of the metabolic syndrome. Nutr Metab Cardiovasc
Dis 2008; 18: 349-356 [PMID: 17935958 DOI: 10.1016/j.numecd.2007.03.008]
36 Sakuragi S, Abhayaratna K, Gravenmaker KJ, O'Reilly C, Srikusalanukul W, Budge MM, Telford RD,
Abhayaratna WP. Influence of adiposity and physical activity on arterial stiffness in healthy children: the
lifestyle of our kids study. Hypertension 2009; 53: 611-616 [PMID: 19273744 DOI: 10.1161/HYPER-
TENSIONAHA.108.123364]
37 Xi B, Zhang L, Mi J. Reduced arterial compliance associated with metabolic syndrome in Chinese children
and adolescents. Biomed Environ Sci 2010; 23: 102-107 [PMID: 20514984 DOI:
10.1016/S0895-3988(10)60038-4]
38 Gungor N, Thompson T, Sutton-Tyrrell K, Janosky J, Arslanian S. Early signs of cardiovascular disease
in youth with obesity and type 2 diabetes. Diabetes Care 2005; 28: 1219-1221 [PMID: 15855596 DOI:
10.2337/diacare.28.5.1219]
39 Iannuzzi A, Licenziati MR, Acampora C, Salvatore V, Auriemma L, Romano ML, Panico S, Rubba P,
Trevisan M. Increased carotid intima-media thickness and stiffness in obese children. Diabetes Care 2004;
27: 2506-2508 [PMID: 15451928 DOI: 10.2337/diacare.27.10.2506]
40 Iannuzzi A, Licenziati MR, Acampora C, Salvatore V, De Marco D, Mayer MC, De Michele M, Russo V.
Preclinical changes in the mechanical properties of abdominal aorta in obese children. Metabolism 2004;
53: 1243-1246 [PMID: 15334391 DOI: 10.1016/j.metabol.2004.03.023]
41 Scuteri A, Najjar SS, Muller DC, Andres R, Hougaku H, Metter EJ, Lakatta EG. Metabolic syndrome
amplifies the age-associated increases in vascular thickness and stiffness. J Am Coll Cardiol 2004; 43:
1388-1395 [PMID: 15093872 DOI: 10.1016/j.jacc.2003.10.061]
42 Iannuzzi A, Licenziati MR, Acampora C, Renis M, Agrusta M, Romano L, Valerio G, Panico S, Trevisan
M. Carotid artery stiffness in obese children with the metabolic syndrome. Am J Cardiol 2006; 97: 528-
531 [PMID: 16461050 DOI: 10.1016/j.amjcard.2005.08.072]
43 Hopkins KD, Lehmann ED, Jones RL, Turay RC, Gosling RG. A family history of NIDDM is associated
with decreased aortic distensibility in normal healthy young adult subjects. Diabetes Care 1996; 19: 501-
503 [PMID: 8732717 DOI: 10.2337/diacare.19.5.501]
44 Juonala M, Järvisalo MJ, Mäki-Torkko N, Kähönen M, Viikari JS, Raitakari OT. Risk factors identified
in childhood and decreased carotid artery elasticity in adulthood: the Cardiovascular Risk in Young Finns
Study. Circulation 2005; 112: 1486-1493 [PMID: 16129802 DOI:
10.1161/CIRCULATIONAHA.104.502161]
45 Zebekakis PE, Nawrot T, Thijs L, Balkestein EJ, van der Heijden-Spek J, Van Bortel LM, Struijker-
Boudier HA, Safar ME, Staessen JA. Obesity is associated with increased arterial stiffness from
adolescence until old age. J Hypertens 2005; 23: 1839-1846 [PMID: 16148607 DOI:
10.1097/01.hjh.0000179511.93889.e9]
46 Maple-Brown LJ, Piers LS, O'Rourke MF, Celermajer DS, O'Dea K. Central obesity is associated with
reduced peripheral wave reflection in Indigenous Australians irrespective of diabetes status. J Hypertens
2005; 23: 1403-1407 [PMID: 15942464 DOI: 10.1097/01.hjh.0000173524.80802.5a]
47 Greenfield JR, Samaras K, Campbell LV, Jenkins AB, Kelly PJ, Spector TD, Hayward CS. Physical
activity reduces genetic susceptibility to increased central systolic pressure augmentation: a study of
female twins. J Am Coll Cardiol 2003; 42: 264-270 [PMID: 12875762 DOI:
10.1016/S0735-1097(03)00631-4]
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75
48 Jourdan C, Wühl E, Litwin M, Fahr K, Trelewicz J, Jobs K, Schenk JP, Grenda R, Mehls O, Tröger J,
Schaefer F. Normative values for intima-media thickness and distensibility of large arteries in healthy
adolescents. J Hypertens 2005; 23: 1707-1715 [PMID: 16093916 DOI:
10.1097/01.hjh.0000178834.26353.d5]
49 Urbina EM, Kimball TR, Khoury PR, Daniels SR, Dolan LM. Increased arterial stiffness is found in
adolescents with obesity or obesity-related type 2 diabetes mellitus. J Hypertens 2010; 28: 1692-1698
[PMID: 20647860 DOI: 10.1097/HJH.0b013e32833a6132]
50 Kappus RM, Fahs CA, Smith D, Horn GP, Agiovlasitis S, Rossow L, Jae SY, Heffernan KS, Fernhall B.
Obesity and overweight associated with increased carotid diameter and decreased arterial function in
young otherwise healthy men. Am J Hypertens 2014; 27: 628-634 [PMID: 24048148 DOI:
10.1093/ajh/hpt152]
51 Wildman RP, Mackey RH, Bostom A, Thompson T, Sutton-Tyrrell K. Measures of obesity are associated
with vascular stiffness in young and older adults. Hypertension 2003; 42: 468-473 [PMID: 12953016 DOI:
10.1161/01.HYP.0000090360.78539.CD]
52 Urbina EM, Khoury PR, McCoy CE, Dolan LM, Daniels SR, Kimball TR. Triglyceride to HDL-C ratio
and increased arterial stiffness in children, adolescents, and young adults. Pediatrics 2013; 131: e1082-
e1090 [PMID: 23460684 DOI: 10.1542/peds.2012-1726]
53 Liao D, Arnett DK, Tyroler HA, Riley WA, Chambless LE, Szklo M, Heiss G. Arterial stiffness and the
development of hypertension. The ARIC study. Hypertension 1999; 34: 201-206 [PMID: 10454441 DOI:
10.3109/07853890008995943]
54 Peralta CA, Adeney KL, Shlipak MG, Jacobs D, Duprez D, Bluemke D, Polak J, Psaty B, Kestenbaum
BR. Structural and functional vascular alterations and incident hypertension in normotensive adults: the
Multi-Ethnic Study of Atherosclerosis. Am J Epidemiol 2010; 171: 63-71 [PMID: 19951938 DOI:
10.1093/aje/kwp319]
55 van den Munckhof ICL, Jones H, Hopman MTE, de Graaf J, Nyakayiru J, van Dijk B, Eijsvogels TMH,
Thijssen DHJ. Relation between age and carotid artery intima-medial thickness: a systematic review. Clin
Cardiol 2018; 41: 698-704 [PMID: 29752816 DOI: 10.1002/clc.22934]
56 Laakso M, Sarlund H, Salonen R, Suhonen M, Pyörälä K, Salonen JT, Karhapää P. Asymptomatic
atherosclerosis and insulin resistance. Arterioscler Thromb 1991; 11: 1068-1076 [PMID: 2065028 DOI:
10.1161/01.ATV.11.4.1068]
57 Agewall S, Fagerberg B, Attvall S, Wendelhag I, Urbanavicius V, Wikstrand J. Carotid artery wall intima-
media thickness is associated with insulin-mediated glucose disposal in men at high and low coronary risk.
Stroke 1995; 26: 956-960 [PMID: 7762045 DOI: 10.1161/01.STR.26.6.956]
58 Howard G, O'Leary DH, Zaccaro D, Haffner S, Rewers M, Hamman R, Selby JV, Saad MF, Savage P,
Bergman R. Insulin sensitivity and atherosclerosis. The Insulin Resistance Atherosclerosis Study (IRAS)
Investigators. Circulation 1996; 93: 1809-1817 [PMID: 8635260 DOI: 10.1161/01.CIR.93.10.1809]
59 Bertoni AG, Wong ND, Shea S, Ma S, Liu K, Preethi S, Jacobs DR, Wu C, Saad MF, Szklo M. Insulin
resistance, metabolic syndrome, and subclinical atherosclerosis: the Multi-Ethnic Study of Atherosclerosis
(MESA). Diabetes Care 2007; 30: 2951-2956 [PMID: 17704348 DOI: 10.2337/dc07-1042]
60 Rajala U, Laakso M, Päivänsalo M, Pelkonen O, Suramo I, Keinänen-Kiukaanniemi S. Low insulin
sensitivity measured by both quantitative insulin sensitivity check index and homeostasis model
assessment method as a risk factor of increased intima-media thickness of the carotid artery. J Clin
Endocrinol Metab 2002; 87: 5092-5097 [PMID: 12414877 DOI: 10.1210/jc.2002-020703]
61 Ryder JR, Dengel DR, Jacobs DR, Sinaiko AR, Kelly AS, Steinberger J. Relations among Adiposity and
Insulin Resistance with Flow-Mediated Dilation, Carotid Intima-Media Thickness, and Arterial Stiffness in
Children. J Pediatr 2016; 168: 205-211 [PMID: 26427963 DOI: 10.1016/j.jpeds.2015.08.034]
62 Arad Y, Newstein D, Cadet F, Roth M, Guerci AD. Association of multiple risk factors and insulin
resistance with increased prevalence of asymptomatic coronary artery disease by an electron-beam
computed tomographic study. Arterioscler Thromb Vasc Biol 2001; 21: 2051-2058 [PMID: 11742884
DOI: 10.1161/hq1201.100257]
63 Ong KL, McClelland RL, Rye KA, Cheung BM, Post WS, Vaidya D, Criqui MH, Cushman M, Barter PJ,
Allison MA. The relationship between insulin resistance and vascular calcification in coronary arteries,
and the thoracic and abdominal aorta: the Multi-Ethnic Study of Atherosclerosis. Atherosclerosis 2014;
236: 257-262 [PMID: 25108074 DOI: 10.1016/j.atherosclerosis.2014.07.015]
64 Meigs JB, Larson MG, D'Agostino RB, Levy D, Clouse ME, Nathan DM, Wilson PW, O'Donnell CJ.
Coronary artery calcification in type 2 diabetes and insulin resistance: the framingham offspring study.
Diabetes Care 2002; 25: 1313-1319 [PMID: 12145227 DOI: 10.2337/diacare.25.8.1313]
65 Dabelea D, Kinney G, Snell-Bergeon JK, Hokanson JE, Eckel RH, Ehrlich J, Garg S, Hamman RF,
Rewers M; Coronary Artery Calcification in Type 1 Diabetes Study. Effect of type 1 diabetes on the
gender difference in coronary artery calcification: a role for insulin resistance? The Coronary Artery
Calcification in Type 1 Diabetes (CACTI) Study. Diabetes 2003; 52: 2833-2839 [PMID: 14578303 DOI:
10.2337/diabetes.52.11.2833]
66 Reilly MP, Wolfe ML, Rhodes T, Girman C, Mehta N, Rader DJ. Measures of insulin resistance add
incremental value to the clinical diagnosis of metabolic syndrome in association with coronary
atherosclerosis. Circulation 2004; 110: 803-809 [PMID: 15289378 DOI:
10.1161/01.CIR.0000138740.84883.9C]
67 Qasim A, Mehta NN, Tadesse MG, Wolfe ML, Rhodes T, Girman C, Reilly MP. Adipokines, insulin
resistance, and coronary artery calcification. J Am Coll Cardiol 2008; 52: 231-236 [PMID: 18617073 DOI:
10.1016/j.jacc.2008.04.016]
68 Young MH, Jeng CY, Sheu WH, Shieh SM, Fuh MM, Chen YD, Reaven GM. Insulin resistance, glucose
intolerance, hyperinsulinemia and dyslipidemia in patients with angiographically demonstrated coronary
artery disease. Am J Cardiol 1993; 72: 458-460 [PMID: 8352190 DOI: 10.1016/0002-9149(93)91141-4]
69 Shinozaki K, Suzuki M, Ikebuchi M, Hara Y, Harano Y. Demonstration of insulin resistance in coronary
artery disease documented with angiography. Diabetes Care 1996; 19: 1-7 [PMID: 8720524 DOI:
10.2337/diacare.19.1.1]
70 Folsom AR, Eckfeldt JH, Weitzman S, Ma J, Chambless LE, Barnes RW, Cram KB, Hutchinson RG.
Relation of carotid artery wall thickness to diabetes mellitus, fasting glucose and insulin, body size, and
physical activity. Atherosclerosis Risk in Communities (ARIC) Study Investigators. Stroke 1994; 25: 66-
73 [PMID: 8266385 DOI: 10.1161/01.STR.25.1.66]
71 Iannuzzi A, Licenziati MR, Acampora C, De Michele M, Iannuzzo G, Chiariello G, Covetti G, Bresciani
A, Romano L, Panico S, Rubba P. Carotid artery wall hypertrophy in children with metabolic syndrome. J
WJD https://www.wjgnet.com
February 15, 2019 Volume 10 Issue 2
Adeva-Andany MM et al. Insulin resistance is associated to subclinical vascular disease
76
Hum Hypertens 2008; 22: 83-88 [PMID: 17928879 DOI: 10.1038/sj.jhh.1002289]
72 Koskinen J, Magnussen CG, Sinaiko A, Woo J, Urbina E, Jacobs DR, Steinberger J, Prineas R, Sabin
MA, Burns T, Berenson G, Bazzano L, Venn A, Viikari JSA, Hutri-Kähönen N, Raitakari O, Dwyer T,
Juonala M. Childhood Age and Associations Between Childhood Metabolic Syndrome and Adult Risk for
Metabolic Syndrome, Type 2 Diabetes Mellitus and Carotid Intima Media Thickness: The International
Childhood Cardiovascular Cohort Consortium. J Am Heart Assoc 2017; 6: e005632 [PMID: 28862940
DOI: 10.1161/JAHA.117.005632]
73 Berenson GS, Srinivasan SR, Bao W, Newman WP, Tracy RE, Wattigney WA. Association between
multiple cardiovascular risk factors and atherosclerosis in children and young adults. The Bogalusa Heart
Study. N Engl J Med 1998; 338: 1650-1656 [PMID: 9614255 DOI: 10.1056/NEJM199806043382302]
74 McGill HC, Herderick EE, McMahan CA, Zieske AW, Malcolm GT, Tracy RE, Strong JP.
Atherosclerosis in youth. Minerva Pediatr 2002; 54: 437-447 [PMID: 12244281 DOI:
10.1016/S0021-9150(98)00326-8]
75 Bonora E, Tessari R, Micciolo R, Zenere M, Targher G, Padovani R, Falezza G, Muggeo M. Intimal-
medial thickness of the carotid artery in nondiabetic and NIDDM patients. Relationship with insulin
resistance. Diabetes Care 1997; 20: 627-631 [PMID: 9096992 DOI: 10.2337/diacare.20.4.627]
76 Menezes AMB, da Silva CTB, Wehrmeister FC, Oliveira PD, Oliveira IO, Gonçalves H, Assunção MCF,
de Castro Justo F, Barros FC. Adiposity during adolescence and carotid intima-media thickness in
adulthood: Results from the 1993 Pelotas Birth Cohort. Atherosclerosis 2016; 255: 25-30 [PMID:
27816805 DOI: 10.1016/j.atherosclerosis.2016.10.026]
77 Femia R, Kozakova M, Nannipieri M, Gonzales-Villalpando C, Stern MP, Haffner SM, Ferrannini E.
Carotid intima-media thickness in confirmed prehypertensive subjects: predictors and progression.
Arterioscler Thromb Vasc Biol 2007; 27: 2244-2249 [PMID: 17656672 DOI:
10.1161/ATVBAHA.107.149641]
78 Solberg LA, Strong JP. Risk factors and atherosclerotic lesions. A review of autopsy studies.
Arteriosclerosis 1983; 3: 187-198 [PMID: 6342587 DOI: 10.1161/01.ATV.3.3.187]
79 Holme I, Solberg LA, Weissfeld L, Helgeland A, Hjermann I, Leren P, Strong JP, Williams OD. Coronary
risk factors and their pathway of action through coronary raised lesions, coronary stenoses and coronary
death. Multivariate statistical analysis of an autopsy series: the Oslo Study. Am J Cardiol 1985; 55: 40-47
[PMID: 3966398 DOI: 10.1016/0002-9149(85)90296-6]
80 Kullo IJ, Malik AR, Bielak LF, Sheedy PF 2nd, Turner ST, Peyser PA. Brachial artery diameter and
vasodilator response to nitroglycerine, but not flow-mediated dilatation, are associated with the presence
and quantity of coronary artery calcium in asymptomatic adults. Clin Sci (Lond) 2007; 112: 175-182
[PMID: 16987102 DOI: 10.1042/cs20060131]
81 Schächinger V, Britten MB, Zeiher AM. Prognostic impact of coronary vasodilator dysfunction on
adverse long-term outcome of coronary heart disease. Circulation 2000; 101: 1899-1906 [PMID:
10779454 DOI: 10.1161/01.CIR.101.16.1899]
82 Benetos A, Safar M, Rudnichi A, Smulyan H, Richard JL, Ducimetieère P, Guize L. Pulse pressure: a
predictor of long-term cardiovascular mortality in a French male population. Hypertension 1997; 30: 1410-
1415 [PMID: 9403561 DOI: 10.1016/S1078-5884(97)80134-7]
83 Laurent S, Boutouyrie P, Asmar R, Gautier I, Laloux B, Guize L, Ducimetiere P, Benetos A. Aortic
stiffness is an independent predictor of all-cause and cardiovascular mortality in hypertensive patients.
Hypertension 2001; 37: 1236-1241 [PMID: 11358934 DOI: 10.1161/hy0102.099031]
84 Boutouyrie P, Tropeano AI, Asmar R, Gautier I, Benetos A, Lacolley P, Laurent S. Aortic stiffness is an
independent predictor of primary coronary events in hypertensive patients: a longitudinal study.
Hypertension 2002; 39: 10-15 [PMID: 11799071]
85 Vlachopoulos C, Aznaouridis K, Stefanadis C. Prediction of cardiovascular events and all-cause mortality
with arterial stiffness: a systematic review and meta-analysis. J Am Coll Cardiol 2010; 55: 1318-1327
[PMID: 20338492 DOI: 10.1016/j.jacc.2009.10.061]
86 Sawabe M, Takahashi R, Matsushita S, Ozawa T, Arai T, Hamamatsu A, Nakahara K, Chida K,
Yamanouchi H, Murayama S, Tanaka N. Aortic pulse wave velocity and the degree of atherosclerosis in
the elderly: a pathological study based on 304 autopsy cases. Atherosclerosis 2005; 179: 345-351 [PMID:
15777552 DOI: 10.1016/j.atherosclerosis.2004.09.023]
87 Yamashina A, Tomiyama H, Arai T, Hirose K, Koji Y, Hirayama Y, Yamamoto Y, Hori S. Brachial-
ankle pulse wave velocity as a marker of atherosclerotic vascular damage and cardiovascular risk.
Hypertens Res 2003; 26: 615-622 [PMID: 14567500 DOI: 10.1291/hypres.26.615]
88 van Popele NM, Grobbee DE, Bots ML, Asmar R, Topouchian J, Reneman RS, Hoeks AP, van der Kuip
DA, Hofman A, Witteman JC. Association between arterial stiffness and atherosclerosis: the Rotterdam
Study. Stroke 2001; 32: 454-460 [PMID: 11157182 DOI: 10.1161/01.STR.32.2.454]
89 Lorenz MW, Markus HS, Bots ML, Rosvall M, Sitzer M. Prediction of clinical cardiovascular events with
carotid intima-media thickness: a systematic review and meta-analysis. Circulation 2007; 115: 459-467
[PMID: 17242284 DOI: 10.1161/CIRCULATIONAHA.106.628875]
90 Schmidt C, Bergström G. Carotid Artery Intima-Media Thickness Predicts Major Cardiovascular Events
During 7-Year Follow-Up in 64-Year-Old Women Irrespective of Other Glucometabolic Factors.
Angiology 2017; 68: 553-558 [PMID: 27729556 DOI: 10.1177/0003319716672526]
P- Reviewer: Koch TR
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... Additionally, the possible mechanisms of CHD include inflammation, endothelial-cell injury, thrombosis, oxidative stress, and glucose and lipid metabolism disorders [46]. Recent studies have demonstrated that IR contributes to coronary plaque formation and remodeling independent of traditional risk factors such as smoking, age, and hypertension [47]. Furthermore, certain studies have established that vascular stiffness is increased by endothelial-cell injury directly related to HIV infection or the activation of endothelial-cell proliferation by HIV proteins and cytokines, in association with ongoing hypertension-related endothelial damage. ...
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Objective This study aimed to construct a coronary heart disease (CHD) risk-prediction model in people living with human immunodeficiency virus (PLHIV) with the help of machine learning (ML) per electronic medical records (EMRs). Methods Sixty-one medical characteristics (including demography information, laboratory measurements, and complicating disease) readily available from EMRs were retained for clinical analysis. These characteristics further aided the development of prediction models by using seven ML algorithms [light gradient-boosting machine (LightGBM), support vector machine (SVM), eXtreme gradient boosting (XGBoost), adaptive boosting (AdaBoost), decision tree, multilayer perceptron (MLP), and logistic regression]. The performance of this model was assessed using the area under the receiver operating characteristic curve (AUC). Shapley additive explanation (SHAP) was further applied to interpret the findings of the best-performing model. Results The LightGBM model exhibited the highest AUC (0.849; 95% CI, 0.814–0.883). Additionally, the SHAP plot per the LightGBM depicted that age, heart failure, hypertension, glucose, serum creatinine, indirect bilirubin, serum uric acid, and amylase can help identify PLHIV who were at a high or low risk of developing CHD. Conclusion This study developed a CHD risk prediction model for PLHIV utilizing ML techniques and EMR data. The LightGBM model exhibited improved comprehensive performance and thus had higher reliability in assessing the risk predictors of CHD. Hence, it can potentially facilitate the development of clinical management techniques for PLHIV care in the era of EMRs.
... been associated with increased aortic stiffness [30], and IR and IR-related metabolic disorders have been linked to the development of arterial stiffness. Studies have demonstrated that IR contributes to the development of arterial stiffness through the following pathways: (1) IR can disrupt insulin signalling at the level of endothelial cells, vascular smooth muscle cells, and macrophages leading to varying degrees of oxidative stress and impaired endothelial cell function; this, in turn reduces nitric oxide bioavailability [31], causes vascular functional and structural damage, and ultimately reduces arterial wall dilatancy, leading to arterial stiffness [32]; (2) IR promotes the development of atherosclerotic dyslipidaemia, increases the vascular inflammatory response, disrupts endothelial function, and influences the prethrombotic state and arterial stiffness [33]; and (3) IR accelerates the accumulation of advanced glycosylation end products (AGEs), alters collagen and elastin contents, and remodels the arrangement and structure of the extracellular matrix, which in turn induces changes in arterial stiffness [33,34]. In addition, systemic inflammation plays a role in atherosclerotic process [35]. ...
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Background The association between the triglyceride-glucose (TyG) index and arterial stiffness in individuals with normoglycaemia remains unclear. We aimed to evaluate the relationship between the TyG index and arterial stiffness in Japanese individuals with normoglycaemia, providing additional evidence for predicting early arterial stiffness. Methods This study included 15,453 adults who participated in the NAGALA Physical Examination Project of the Murakami Memorial Hospital in Gifu, Japan, from 2004 to 2015. Data on clinical demographic characteristics and serum biomarker levels were collected. The TyG index was calculated from the logarithmic transformation of fasting triglycerides multiplied by fasting glucose, and arterial stiffness was measured using the estimated pulse wave velocity calculated based on age and mean blood pressure. The association between the TyG index and arterial stiffness was analysed using a logistic regression model. Results The prevalence of arterial stiffness was 3.2% (500/15,453). After adjusting for all covariates, the TyG index was positively associated with arterial stiffness as a continuous variable (adjusted odds ratio (OR) = 1.86; 95% Confidence Interval = 1.45–2.39; P<0.001). Using the quartile as the cutoff point, a regression analysis was performed for arterial stiffness when the TyG index was converted into a categorical variable. After adjusting for all covariates, the OR showed an upward trend; the trend test was P<0.001. Subgroup analysis revealed a positive association between the TyG index and arterial stiffness in Japanese individuals with normoglycaemia and different characteristics. Conclusion The TyG index in Japanese individuals with normoglycaemia is significantly correlated with arterial stiffness, and the TyG index may be a predictor of early arterial stiffness.
... LEAD has an insidious onset, lacks typical symptoms, progresses to diabetic foot or even amputation in severe cases, and lacks specific treatment. Prolonged hyperglycemia and insulin resistance promote vascular inflammation, vascular smooth muscle cell growth, dyslipidemia and blood pressure abnormalities, and recruitment of immune cells to the endothelium, leading to vascular endothelial damage [14]. The damage of vascular endothelial cells may lead to extensive pathological changes that cause the development and progression of diabetic vascular complications. ...
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Objective This study aimed to examine the diagnostic predictive value of long non-coding RNA (lncRNA) metastasis-associated lung adenocarcinoma transcript 1(MALAT1) and NOD-like receptor protein 3(NLRP3) expression in patients with type 2 diabetes mellitus(T2DM) and lower extremity atherosclerosis disease (LEAD). Methods A total of 162 T2DM patients were divided into T2DM with LEAD group (T2DM + LEAD group) and T2DM alone group (T2DM group). The lncRNA MALAT1 and NLRP3 expression levels were measured in peripheral blood, and their correlation was examined. Least absolute shrinkage and selection operator (LASSO) regression model was used to screen for the best predictors of LEAD, and multivariate logistic regression was used to establish a predictive model and construct the nomogram. The effectiveness of the nomogram was assessed using the receiver operating characteristic (ROC) curve, area under the curve (AUC), calibration curve, and decision curve analysis (DCA). Results The levels of the lncRNA MALAT1 and NLRP3 in the T2DM + LEAD group were significantly greater than those in the T2DM group (P <0.001), and the level of the lncRNA MALAT1 was positively correlated with that of NLRP3 (r = 0.453, P<0.001). The results of the LASSO combined with the logistic regression analysis showed that age, smoking, systolic blood pressure (SBP), NLRP3, and MALAT1 were the influencing factors of T2DM with LEAD(P<0.05). ROC curve analysis comparison: The discriminatory ability of the model (AUC = 0.898), MALAT1 (AUC = 0.804), and NLRP3 (AUC = 0.794) was greater than that of the other indicators, and the predictive value of the model was the greatest. Calibration curve: The nomogram model was consistent in predicting the occurrence of LEAD in patients with T2DM (Cindex = 0.898). Decision curve: The net benefit rates obtained from using the predictive models for clinical intervention decision-making were greater than those obtained from using the individual factors within the model. Conclusion MALAT1 and NLRP3 expression increased significantly in T2DM patients with LEAD, while revealing the correlation between MALAT1 and NLRP3. The lncRNA MALAT1 was found as a potential biomarker for T2DM with LEAD.
... Studies indicate that IR is independent of conventional risk factors but is closely linked to cardiovascular disease (2), including coronary artery disease and unfavorable cardiovascular events (3)(4)(5). One of the key mechanisms by which IR contributes to cardiovascular disease is the promotion of arterial stiffness, impaired vasodilation, and calcification (6,7). Following the introduction of the homeostasis model assessment of IR (HOMA-IR) by Matthews (8), it has become widely used in clinical research. ...
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Background Insulin resistance (IR), a risk factor for cardiovascular diseases, has garnered significant attention in scientific research. Several studies have investigated the correlation between IR and coronary artery calcification (CAC), yielding varying results. In light of this, we conducted a systematic review to investigate the association between IR as evaluated by the homeostasis model assessment (HOMA-IR) and CAC. Methods A comprehensive search was conducted to identify relevant studies in PubMed, Embase, Scopus, and Web of Science databases. In addition, preprint servers such as Research Square, BioRxiv, and MedRxiv were manually searched. The collected data were analyzed using either fixed or random effects models, depending on the heterogeneity observed among the studies. The assessment of the body of evidence was performed using the GRADE approach to determine its quality. Results The current research incorporated 15 studies with 60,649 subjects. The analysis revealed that a higher category of HOMA-IR was associated with a greater prevalence of CAC in comparison to the lowest HOMA-IR category, with an OR of 1.13 (95% CI: 1.06–1.20, I ² = 29%, P < 0.001). A similar result was reached when HOMA-IR was analyzed as a continuous variable (OR: 1.27, 95% CI: 1.14–1.41, I ² = 54%, P < 0.001). In terms of CAC progression, a pooled analysis of two cohort studies disclosed a significant association between increased HOMA-IR levels and CAC progression, with an OR of 1.44 (95% CI: 1.04–2.01, I ² = 21%, P < 0.05). It is important to note that the strength of the evidence was rated as low for the prevalence of CAC and very low for the progression of CAC. Conclusion There is evidence to suggest that a relatively high HOMA-IR may be linked with an increased prevalence and progression of CAC.
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Objective: To investigate the physical and metabolic determinants of endothelial dysfunction, an early marker of subclinical atherosclerosis, in normal weight and overweight adolescents with and without type 2 diabetes mellitus. Study design: A cross-sectional study of 81 adolescents: 21 normal weight, 25 overweight with normal glucose tolerance, 19 overweight with impaired glucose regulation, and 16 with type 2 diabetes mellitus underwent evaluation of reactive hyperemia index (RHI) and augmentation index (AIx) at heart rate 75 bpm by peripheral arterial tonometry; oral glucose tolerance test, lipid profile, and hyperinsulinemic-euglycemic clamp to measure insulin sensitivity; and dual energy X-ray absorptiometry scan and abdominal magnetic resonance imaging for percentage of body fat and abdominal fat partitioning. Results: Participants across tertiles of RHI (1.2 ± 0.02, 1.5 ± 0.02, and 2.0 ± 0.05, P < .001) had similar age, sex, race, lipid profile, and blood pressure. Body mass index z-score, percentage body fat, abdominal fat, and hemoglobin A1c decreased, and insulin sensitivity increased from the first to third tertile. RHI was inversely related to percentage body fat (r = -0.29, P = .008), total (r = -0.37, P = .004), subcutaneous (r = -0.39, P = .003), and visceral (r = -0.26, P = .04) abdominal fat. AIx at heart rate 75 bpm was higher (worse) in the lower RHI tertiles (P = .04), was positively related to percentage body fat (r = 0.26, P = .021), and inversely related to age, insulin sensitivity, and inflammatory markers (tumor necrosis factor-α and plasminogen activator inhibition-1). Conclusions: Childhood obesity, particularly abdominal adiposity, is associated with endothelial dysfunction manifested by worse reactive hyperemia and higher AIx. Insulin resistance appears to mediate this relationship.
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Background Arterial stiffness is a useful parameter to predict future cardiovascular disease.Objective We sought to compare arterial stiffness in adolescents and young adults with and without type 1 diabetes (T1D) and explore the risk factors associated with the differences observed.Subjects and methodsCarotid-femoral pulse wave velocity (PWV), augmentation index (AI75), and brachial distensibility (BrachD) were measured in 402 adolescents and young adults with T1D (age 18.8 ± 3.3 yr, T1D duration 9.8 ± 3.8 yr) and 206 non-diabetic controls that were frequency-matched by age, sex, and race/ethnicity in a cross-sectional study. General linear models were used to explore variables associated with an increase in arterial stiffness after adjustment for demographic and metabolic covariates.ResultsT1D status was associated with a higher PWV (5.9 ± 0.05 vs. 5.7 ± 0.1 m/s), AI75 (1.3 ± 0.6 vs. −1.9 ± 0.7%), and lower BrachD (6.2 ± 0.1 vs. 6.5 ± 0.1%Δ/mmHg), all p < 0.05. In multivariate models, age, sex, race, adiposity, blood pressure, lipids, and the presence of microalbuminuria were found to be independent correlates of increased arterial stiffness. After adjustment for these risk factors, T1D status was still significantly associated with arterial stiffness (p < 0.05).Conclusions Peripheral and central subclinical vascular changes are present in adolescents and young adults with T1D compared to controls. Increased cardiovascular risk factors alone do not explain the observed differences in arterial stiffness among cases and controls. Identifying other risk factors associated with increased arterial stiffness in youth with T1D is critical to prevent future vascular complications.
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Background Reduced insulin sensitivity has been proposed as an important risk factor in the development of atherosclerosis. However, insulin sensitivity is related to many other cardiovascular risk factors, including plasma insulin levels, and it is unclear whether an independent role of insulin sensitivity exists. Large epidemiological studies that measure insulin sensitivity directly have not been conducted. Methods and Results The Insulin Resistance Atherosclerosis Study (IRAS) evaluated insulin sensitivity (S I ) by the frequently sampled intravenous glucose tolerance test with analysis by the minimal model of Bergman. IRAS measured intimal-medial thickness (IMT) of the carotid artery as an index of atherosclerosis by use of noninvasive B-mode ultrasonography. These measures, as well as factors that may potentially confound or mediate the relationship between insulin sensitivity and atherosclerosis, were available in relation to 398 black, 457 Hispanic, and 542 non-Hispanic white IRAS participants. There was a significant negative association between S I and the IMT of the carotid artery both in Hispanics and in non-Hispanic whites. This effect was reduced but not totally explained by adjustment for traditional cardiovascular disease risk factors, glucose tolerance, measures of adiposity, and fasting insulin levels. There was no association between S I and the IMT of the carotid artery in blacks. The association between S I and the IMT was stronger for the internal carotid artery than for the common carotid artery in all ethnic groups. Conclusions Higher levels of insulin sensitivity are associated with less atherosclerosis in Hispanics and non-Hispanic whites but not in blacks. This effect is partially mediated by traditional cardiovascular risk factors.
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Objective Insulin resistance may be related to vascular calcification as both are associated with abdominal obesity. We investigated the association of insulin resistance with abdominal aortic calcium (AAC), coronary artery calcium (CAC) and thoracic aortic calcium (TAC), and whether it differs according to different levels of subcutaneous fat area (SFA) and visceral fat area (VFA) in a cross-sectional study design. Methods We investigated 1632 participants without diabetes from the Multi-Ethnic Study of Atherosclerosis with valid data on homeostasis model assessment index (HOMA-IR), AAC, CAC, and TAC. Adipocytokines, SFA, and VFA were also determined. Results HOMA-IR was associated with the presence of CAC, but not AAC and TAC, and the association remained significant after adjusting for traditional risk factors, adipocytokines, abdominal muscle mass, SFA, and VFA (prevalence ratio = 1.04 per one interquartile range [IQR] increase, P = 0.01). As the strength of the association of HOMA-IR with vascular calcification may differ by abdominal fat composition, subgroup analysis was performed among participants with different tertiles of SFA and VFA. Significant interactions between HOMA-IR with SFA and VFA separately were observed for the presence of TAC, but not AAC and CAC, even after adjusting for confounding factors. The association of HOMA-IR with TAC tended to be stronger in participants with more SFA and VFA. Conclusions Atherosclerotic calcification, especially in the coronary arteries, is related to insulin resistance. Further studies are needed to delineate the mechanisms by which visceral obesity can lead to vascular calcification.