state-of-the-art in cvd risk assessment · state-of-the-art in cvd risk assessment ... no history...
TRANSCRIPT
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State-of-the-Art in CVD Risk Assessment Risk Factors vs. Structural vs. Functional Tests
www.endothelix.com
AUGUST 6, 2015 4:30 PM CDT
Presenter:Morteza Naghavi, M.D.,
Chairman of Scientific Advisory Board
For follow up and slides, please contact Will [email protected]
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Disclaimer:
Opinions presented in this presentation solely reflect my personal views and should not be attributed to Endothelix, SHAPE, or
any other individuals or organization.
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Let’s Begin with the End in Mind
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The Problem
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> 15 Million Heart Attacks Each Year
Source:
World HeartFederation
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Unpredicted
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In >50% of victims, the
first symptom of
asymptomatic
atherosclerosis is a
sudden cardiac death
or acute MI.
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The real problem:
Not knowing the risk
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Slide Source:
Lipids Onlinewww.lipidsonline.org
1998 – 2002. 222 patients with 1st acute MI, no prior
CAD, no DM. Men <55 y/o (75%), Women <65. 40%
hypertensive
10 yr risk >20%
Goal LDL<100 mg/dL
(optional < 70 mg/dL)
6% 6%
12%8% 10%
18%
61%
9%
70%
would qualify for statin Rx
% of total
would not qualify for statin Rx
10 yr risk 10 - 20%
Goal LDL<130 mg/dL
(optional < 100 mg/dL)
10 yr risk <10%
Goal LDL<160 mg/dL
High Risk Lower / Moderate RiskModerately High Risk
What was NCEP risk before the MI? Would they have
received statin therapy or more intensive statin therapy?
Traditional Risk Factors Miss the Majority of
High Risk Patients
Akosah et al. JACC 2003:41 1475-9
> 70% the day before the event would have been classified as low to moderate risk!!!
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Of 136,905 patients hospitalized with CAD, 77% had normal LDL levels below 130 mg/dl
Modified from Sachdeva et al. AHJ, Vol 157, 111-117 Jan 2009Chapter 1: Preventive Cardiology; the SHAPE of the Future in Naghavi et al. Asymptomatic Atherosclerosis: Pathophysiology,
Detection and Treatment. Humana Press, 2009
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Modified from Sachdeva et al. AHJ, Vol 157, 111-117 Jan 2009Chapter 1: Preventive Cardiology; the SHAPE of the Future in Naghavi et al. Asymptomatic Atherosclerosis: Pathophysiology,
Detection and Treatment. Humana Press, 2009
Of 136,905 patients hospitalized with CAD, 45.4% had normal HDL levels above 40 mg/dl
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Of 136,905 patients hospitalized with CAD, 61.8% had normal triglyceride levels below 150 mg/dl
Modified from Sachdeva et al. AHJ, Vol 157, 111-117 Jan 2009Chapter 1: Preventive Cardiology; the SHAPE of the Future in Naghavi et al. Asymptomatic Atherosclerosis: Pathophysiology,
Detection and Treatment. Humana Press, 2009
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Problem 1 – Inaccurate Individualized Assessment of Cardiovascular Risk
Who Has Higher Cardiovascular Risk Based Only on Risk Factors?
Sir Winston Churchill, 91 Jim Fixx, 53
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Problem 2 – Inadequate Monitoring of Vascular Response to Treatments
Who is Not Responding to Therapy and Has High Residual Risk?
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In Search of the “Vulnerable Patient”
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CVD Genotyping?
Naghavi et al. Circulation. 2003;108:1664
~50%
Apparently
Healthy
People
(New)
~50%
CHD
Patients
(Recurring)
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CVD Genotyping?
Naghavi et al. Circulation. 2003;108:1664
~50%
Apparently
Healthy
People
(New)
~50%
CHD
Patients
(Recurrent)
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Naghavi et. al. Circulation Journal Vol108, No14; October 7, 2003
The Vulnerable Patient Consensus Statement Preceding the SHAPE Initiative
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Naghavi et. al. Circulation Journal Vol108, No14; October 7, 2003
The Vulnerable Patient Consensus Statement Preceding the SHAPE Initiative
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First SHAPE Symposium
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SHAPE Task Force Meeting
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SHAPE Guidelines Published
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SHAPE Guidelines Published
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Atherosclerosis Test
Negative Positive
No Risk Factors + Risk Factors
Step 1Test for
Presence of the
Disease
Step 2Stratify based on the
Severity of the Disease and
Presence of Risk Factors
Step 3Treat based on
the Level of
Risk
LowerRisk
ModerateRisk
ModeratelyHigh Risk
HighRisk
VeryHigh Risk
Apparently Healthy At-Risk Population
The 1st
S.H.A.P.E. Guideline
Conceptual Flow Chart
<75th
Percentile
75th-90th
Percentile
≥90th
Percentile
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Atherosclerosis Test
Very Low Risk3
Negative Test• CACS =0
• CIMT <50th percentile
LowerRisk
ModerateRisk
Positive Test• CACS ≥1
• CIMT 50th percentile or Carotid Plaque
ModeratelyHigh Risk
HighRisk
VeryHigh Risk
No Risk Factors5 + Risk Factors • CACS <100 & <75th%
• CIMT <1mm & <75th%
& no Carotid Plaque
• Coronary Artery Calcium Score (CACS)
or
• Carotid IMT (CIMT) & Carotid Plaque4
• CACS 100-399 or >75th%
• CIMT 1mm or >75th%
or <50% Stenotic Plaque
• CACS >100 & >90th%
or CACS 400
• 50% Stenotic Plaque6
LDL
Target
<160 mg/dl <130 mg/dl <130 mg/dl
<100 Optional
<100 mg/dl
<70 Optional
<70 mg/dl
Re-test Interval 5-10 years 5-10 years Individualized Individualized Individualized
All >75y receive unconditional treatment2
Apparently Healthy Population Men>45y Women>55y1
ExitExit
Myocardial
IschemiaTest
NoAngiography
Follow Existing
Guidelines
Yes
The 1st
SHAPE Guidelines
Step 1
Step 2
Step 3Optional
CRP>4mg
ABI<0.9
1: No history of angina, heart attack, stroke, or peripheral arterial disease.
2: Population over age 75y is considered high risk and must receive therapy without testing for
atherosclerosis.
3: Must not have any of the following: Chol>200 mg/dl, blood pressure >120/80 mmHg, diabetes,
smoking, family history, metabolic syndrome.
4: Pending the development of standard practice guidelines.
5: High cholesterol, high blood pressure, diabetes, smoking, family history, metabolic syndrome.
6: For stroke prevention, follow existing guidelines.
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Recently Reported
JACC March 24, 2015
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Atherosclerosis: A Very Prevalent Silent Disease
About 60% of this asymptomatic study population had “Polyvascular atherosclerosis”
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Existing Guidelines (Status Quo):
• Screen for Risk Factors of Atherosclerosis
• Treat Risk Factors of Atherosclerosis
The SHAPE Guidelines:
• Screen for Atherosclerosis (the Disease) Regardless of Risk Factors
• Treat based on the Severity of the Disease and its Risk Factors
SHAPE v.s. the Status Quo?
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The new ACC/AHA Guidelines are still inaccurate because the recommendation is based on epidemiological “normal” cu off points from a mixed population of different ethnicities not personalized structural and physiological assessment of atherosclerosis.
Population-based vs. Individual-based (Personalized) Medicine
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Measured at Fingertip
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Based on the paper by Pepe e. al. Am J Epidemiol 2004; 159:882-890.
ROC Curve, its AUC and Corresponding Odds Ratio
hs-CRP LDL HDL Smoking HypertensionDiabetes etc.
Risk Factors
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Based on the paper by Pepe e. al. Am J Epidemiol 2004; 159:882-890.
ROC Curve, its AUC and Corresponding Odds Ratio
hs-CRP LDL HDL Smoking HypertensionDiabetes etc.
CAC +FRS
IMT+FRS
Structural
Risk Factors
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Based on the paper by Pepe e. al. Am J Epidemiol 2004; 159:882-890.
ROC Curve, its AUC and Corresponding Odds Ratio
hs-CRP LDL HDL Smoking HypertensionDiabetes etc.
CAC +FRS
IMT+FRS
Structural
Risk Factors
Combined structural & functional?
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We need more data!Evidence Based
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What is Endothelial Function?
“Endothelial Function” is a misnomer! Endothelial cells serve many functions.
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(S)
The vascular endothelium serves multiple functions:1) it regulates fluid and molecule traffic between blood and tissues2) it is an anti-coagulant surface3) it contributes to vascular homeostasis and repair4) it plays a vital role in vascular tone and blood flow regulation ***
Endothelial cells serve multiple functions.
Assessing this function is the most practical way of measuring endothelial function.
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Endothelial Dysfunction(Vascular Dysfunction)and Various Diseases
This slide shows the extent of involvement of endothelial dysfunction in various diseases, much like a high blood pressure measurement or fever that is indicative of different problems.
This is why we believe endothelial function monitoring will be adopted as part of routine vital sign monitoring.
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Most people don’t realize that our body is a giant network of vessels
(OVER 60,000 MILES) and 99.99% of it is microvascular and barely visible.
These microvessels function very similarly and their endothelial function
is the most important part of the vascular health.
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Surface area > 3 tennis courts!
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View the animated video http://www.endothelix.com/index.php/physicians/youtube-videos
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Endothelial and Vascular Dysfunction:A “Barometer of Cardiovascular Risk”
• Marker of the inherent atherosclerotic risk• An integrated index of both the overall CV risk
factor burden and the sum of all vasculoprotective factors in an individual.
Aging Diet
Smoking Inactivity
Diabetes ↑ Cholesterol
↑ Blood Pressure Oxidative Stress
Genetics Medications
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Comparison between dingertip and coronary endothelial function
Association between endothelial function and CV events
First endothelial function in humans
1986
Discovery of NO and the role of the endothelium
1980
Endothelial function with exercise and mental stress
1989
Noninvasive endothelial function
1992
Comparison peripheral and coronary endothelial function
1995
Coronary endothelial function in clinical practice
1996
Endothelial function and myocardial ischemia
1995-1997
2000-2004
2005
2006
2010
Clinical practice
Endothelial FunctionBasic Science to Clinical Practice
Clinicalpractice
Basicscience
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Acetylcholine BradykininShear stressreactive hyperemia
Ca2
Endothelium
Smooth muscle
(Ca2+)
L-arg
NONOS
sGC GTPCyclic GMP
Relaxation
Lumen of Artery
Endothelial cells, in response to shear stress or other stimuli, release nitric oxide and other compounds that elicit relaxation of nearby smooth muscle cells and result in vasodilation.
Blood flow
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New England Journal of Medicine 315 (17) 1986
Intracoronary Artery Injection of Acetylcholine
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C1 10-9M Ach
10-8M Ach TNG
New England Journal of Medicine 315 (17) 1986
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Halcox JPJ et al, Circulation 2002;106:653
CVE’s over 4 Years in 176 Subjects without CAD According to CVR and CA Diameters Changes
with ACh
0%
5%
10%
15%
20%
25%
30%
Cor Vasc Res
Change Ach
CA Diameter
Change Ach
vasodil or T1 CVR
vasocon or T2,3 CVR
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Al Suwaidi J et al. Circulation 2000;101:948
Cardiac Events in 157 CAD Patients over 28 Months Stratified by CBF Responses to ACh
0
0.5
1
1.5
2
2.5
3
Normal Mild Dysfunction Severe Dysfunction
CHD Death
MI
CHF
CABG
PCI
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BASELINE POST OCCLUSION
Brachial Artery Ultrasound with FMD
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http://www.cvphysiology.com/Blood%20Flow/BF006.htm
Reactive Hyperemia
Reactive hyperemia is the transient increase in organ blood flow that occurs following a brief period of ischemia (e.g., arterial occlusion).
The left panel shows the effects of a 2 min arterial occlusion on blood flow. In this example, blood flow goes to zero during arterial occlusion. When the occlusion is released, blood flow rapidly increases (i.e., hyperemia occurs) that lasts for several minutes. The hyperemia occurs because during the period of occlusion, tissue hypoxia and a build up of vasodilator metabolites (e.g., adenosine) dilate arterioles and decrease vascular resistance. Then when perfusion pressure is restored (i.e., occlusion released), flow becomes elevated because of the reduced vascular resistance. During the hyperemia, the tissue becomes reoxygenated and vasodilator metabolites are washed out of the tissue. This causes the resistance vessels to regain their normal vascular tone, thereby returning flow to control.
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Brachial Artery Ultrasound with FMD
BASELINE
5 minutecuff occlusion
The resultingreactivehyperemiacreatesincreased shearstress in the brachial artery, which stimulates the release of NO and causesvasodilation.
POST OCCLUSION
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Corretti et al: JACC 39:257, 2002
Baseline
4-5 mm
45-60 sec aftercuff release
5.0 mm, FMD = 11%
Ultrasound Imaging of the Brachial Artery
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Brachial Artery Flow-Mediated Vasodilationin a Healthy Individual
Time after cuff release (sec)
Brachial diameter (mm)
5.2
5.0
4.8
Pre 30 60 90 120
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Takese B, Am J Cardiol 1998:82:1535
Comparison of Brachial and Coronary Flow-Mediated Vasodilation
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Figure 5. Hazard ratio (95% CI) for cardiovascular event for brachial diameter (BD)/unit SD (height adjusted) in univariate and
4 multivariable models. *FRS indicates Framingham Risk Score. **Full model was adjusted for age, sex, diabetes mellitus,
cigarette smoking, systolic blood pressure, blood pressure medication use, HDL cholesterol, LDL cholesterol, triglycerides,
heart rate, and statin use.
Yeboah J et al. Circulation. 2009;120:502-509
Copyright © American Heart Association, Inc. All rights reserved.
From MESA Study
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Figure 1 A Kaplan-Meier survival curve showing survival until the first composite adverse CV end point (cardiac mortality, nonfatal
myocardial infarction, hospitalization for heart failure or angina pectoris, stroke, coronary artery bypass grafting, and percutaneous
coronary interventions) in subjects with FMD above (dashed line) and below (solid line) the median value of 11.3%, after controlling
for traditional risk factors (age, gender, lipoproteins, diabetes, hypertension, and BMI). Patients with FMD below the median had
lower survival rate compared with those with FMD above the median (p <0.001).
Michael Shechter , Alon Shechter , Nira Koren-Morag , Micha S. Feinberg , Liran Hiersch
Usefulness of Brachial Artery Flow-Mediated Dilation to Predict Long-Term Cardiovascular Events in Subjects Without
Heart Disease
The American Journal of Cardiology, Volume 113, Issue 1, 2014, 162 - 167
http://dx.doi.org/10.1016/j.amjcard.2013.08.051
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The following slides describe Endothelix’s VENDYS technology for
assessment of vascular reactivity and endothelial function.
For more information please contact Mr. William Sotka
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Moving Endothelial Function Testing out of the Research Lab and into Doctors Offices
VENDYS® - Endothelix, Inc.Brachial Artery Ultrasound FMD
• Fingertip temperature changes
• 15-minute test• Fully automated• Operator independent
• Ultrasound measurement of brachial artery dilation• 15-minute test• Not automated• Requires skilled operator
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This movie clearly demonstrates the importance of vascular reactivity and endothelial function test as an indicator of vascular health.
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What is VENDYS® technology?
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How does VENDYS® measure vascular function?
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VENDYS® Vascular Function Monitoring
Fingertip Temperature Sensors on Both Index Fingers
Blood Pressure “Occluding” Cuff on Right Upper Arm
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Vascular Function Monitoring
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Infrared Imaging
Cuff inflated Post cuff deflation
View Video: http://www.endothelix.com/index.php/component/k2/item/97-vendys_a_novel_biomarker_for_clinical_trials
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VENDYS® Portable
A complete system to perform automated, vascular function studies
• Cuff management module (CMM)
• Digital thermal monitoring (DTM) module
• VENDYS® fingertip probes
• Laptop computer with pre-installed software
– Data acquisition
– Report generation and data tabulation
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Software Screenshots
Automated BP measurement from patient’s left arm
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Software Screenshots
Begin VENDYS® test: 5-5-5 protocol
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Software Screenshots
Completion of study (note quality flag indicators on bottom right)
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Software Screenshots
The VENDYS Report
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Software Screenshots
Report Viewer
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The VENDYS® ReportTemperature Curves
Red = right fingerBlue = left finger
Vascular Reactivity GaugeGreen = GoodYellow = IntermediateRed = Poor
Flags help to notify user of conditions that may affect the technical quality of the study.
A summary of VENDYS indices is shown here.
aTR is the primary vascular reactivity index.
Ambient room temperature is recorded throughout the study.
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Sample Report Screen:“Good” Vascular Reactivity
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Sample Report Screen:“Intermediate” Vascular Reactivity
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Sample Report Screen:“Poor” Vascular Reactivity
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www.endothelix.com
Thank you for your attention.We hope you enjoyed this webinar.
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Addressing Problem 1:Inaccurate Individualized Assessment of
Cardiovascular Risk
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Lower Fingertip Temperature Rebound is Associated with Higher Burden of Cardiovascular Risk Factors
Measured by Framingham Risk Score
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Lower Fingertip Temperature Rebound is Associated with Higher Coronary Plaque Burden
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The Combination of Low Fingertip Temperature Rebound and High Framingham Risk Score is Associated with High Risk Coronary Artery Calcium Score
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VENDYS Improves Risk Stratification of High Risk Patients (CAC ≥ 100) over Traditional Risk Factor Assessment
Variable AUC ± S.D. 95% CI P (compared to FRS)
VENDYS + FRS 0.89 (0.02) 0.84 - 0.93 0.001
VENDYS 0.79 (0.03) 0.72 - 0.84 0.001
FRS 0.66 (0.04) 0.57 - 0.77 - - -
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Lower Fingertip Temperature Rebound is Associated with the Presence of Cardiometabolic Disorders
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Fingertip Temperature Rebound Decreases as the Numberof Cardiometabolic Risk Factors Increases
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VENDYS Improves Identification of High Risk Diabetic Patients (CAC ≥ 100)
Variable AUC ± S.D. 95% CI P
VENDYS + DM 0.91 (0.02) 0.87 - 0.95 0.0001
VENDYS 0.79 (0.03) 0.72 - 0.84 0.0001
DM 0.70 (0.03) 0.63 - 0.78 0.0001
DM – Diabetes Mellitus
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Lower Fingertip Temperature Rebound is Associated with Increased Insulin Resistance, Coronary Calcification, and Framingham Risk Score
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In Patients with Chest pain, Lower Fingertip Temperature Rebound is Associated with Myocardial Perfusion Defects
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A Combination of VENDYS and Framingham Risk Score May Aid Detection of Vaguely Symptomatic Patients (SSS ≥ 4) with Myocardial Perfusion Defects
Variable AUC ± S.D. 95% CI PComparison with
FRSVENDYS + FRS 0.84 (0.03) 0.77 - 0.91 0.0001 0.001
VENDYS¥ 0.75 (0.04) 0.65 - 0.84 0.0001 0.04
FRS€ 0.65 (0.05) 0.56 - 0.77 0.004 - - -SSS – Summed Stress Score
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In Patients with Chest Pain, Lower Fingertip TemperatureRebound is Associated with Coronary Artery Disease
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A Combination of Low Fingertip Temperature Rebound and High Framingham Risk Score is Associated with Obstructive Coronary Artery Disease
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A Combination of VENDYS and Framingham Risk Score May Aid Clinical Risk Assessment of Vaguely Symptomatic Patients Suspected of having Obstructive
Coronary Artery Disease
Variable AUC ± S.D. 95% CI P Comparison P with FRSVENDYS + FRS + CAC 0.94 (0.03) 0.88 - 0.97 0.0001 0.001CACπ 0.84 (0.04) 0.76 - 0. 90 0.0001 0.003VENDYS + FRS 0.79 (0.04) 0.72 - 0.85 0.0001 0.009
VENDYS€ 0.74 (0.04) 0.65 - 0.82 0.0001 0.03
FRS¥ 0.63 (0.05) 0.54 - 0.72 0.0001 - - -∏ Coronary Artery Calcium Score: CAC: 0, 1-99, 100-399, ≥400€ Fingertip Temperature Rebound: Tertiles of VENDYS TR¥ Framingham 10 Year CHD Risk Score (FRS): <10%, 10-20%, >20%
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Digital Thermal Monitoring of Vascular Function is Reproducible
D: mean absolute difference; SDD: SD of mean differences; CV: coefficient of variability [(SDD /D)*100]; CR: coefficient of repeatability [(SDD *1.96)*100)]; ICC: Intra-class Correlation Coefficient.
Variable D SDD CV (%) CR (%) ICC P value
Heart Rate 0.47 0.054 11.4 10.6 0.7 0.01
Mean Arterial Pressure
0.44 0.038 8.7 7.5 0.79 0.0005
Start Temperature 0.51 0.036 7.1 7.1 0.81 0.0001
DTM (VENDYS®) Indices of Vascular Function
TR (°C) 0.209 0.012 5.7 2.4 0.82 0.0001
AUC 0.292 0.014 4.8 2.8 0.83 0.0001
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12-month Treatment with Aged Garlic Extract was Associated with Lower Coronary Calcium Progression and Higher Fingertip Temperature Rebound
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Comparison with Competitor
VENDYS® - Endothelix, Inc. EndoPAT® - Itamar Medical Inc.
• Fingertip temperature changes• 15-minute test• Fully automated
• Fingertip pressure changes• 15-minute test• Not automated
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Infrared Imaging
Cuff inflated Post cuff deflation
View Video: http://www.endothelix.com/index.php/component/k2/item/97-vendys_a_novel_biomarker_for_clinical_trials
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VENDYS Digital Thermal monitoring of Neurovascular Reactivity?NVRI
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VENDYS Data Registry
(over 6,000 patients)
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0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
0
50
100
150
200
250
300
350
400
450
500
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9 1
1.1
1.2
1.3
1.4
1.5
1.6
1.7
1.8
1.9 2
2.1
2.2
2.3
2.4
2.5
2.6
2.7
2.8
2.9 3
Mo
re
Fre
qu
en
cy
Vascular Reactivity Index
VENDYS VRI Distribution, n = 5452
Data from 15 clinics using VENDYS
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0
0.5
1
1.5
2
2.5
3
3.5
4
4.5
0 20 40 60 80 100 120
VENDYS VRI vs. AgeVRI
Age
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0%
2%
4%
6%
8%
10%
12%
14%
16%
18%
20%
< 50 50 to < 70 > = 70
% V
RI <
1
Age
Prevalence of Poor VRI in different age groups Poor VRI is defined as <1.0
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0%
2%
4%
6%
8%
10%
12%
14%
16%
18%
20%
< 30 30 - 39 40 - 49 50 - 59 60 - 69 > = 70
% V
RI <
1
Age
Distribution of Age with Poor VRI scores
0%
2%
4%
6%
8%
10%
12%
14%
16%
18%
20%
< 30 30 - 39 40 - 49 50 - 59 60 - 69 > = 70
Male
Female
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VRI distribution for Age > 70, n = 1276
0%
10%
20%
30%
40%
50%
60%
70%
80%
< 1 <= 1 to < 2 >= 2
This slide clearly shows the value of VRI. As shown above, poor VRI is not strongly dependent on age (unlike Framingham Risk Score, Coronary Calcium Score, or Pulse Wave Velocity, all high dependent on age). Endothelial function can be very good in an 80 plus individual who survived despite risk factors.
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12.46
74.34
13.21
0
10
20
30
40
50
60
70
80
0 - 1Poor
1 - 2Intermediate
> 2Good
% T
ests
Vascular Reactivity Index
Men (n = 2794)
14.26
65.29
20.45
0
10
20
30
40
50
60
70
80
0 - 1Poor
1 - 2Intermediate
> 2Good
% T
ests
Vascular Reactivity Index
Women (n = 2440)
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0
0.5
1
1.5
2
2.5VRI in measured the right hand vs. NVRI
measured in the left hand
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Multiple Linear Regression
SUMMARY OUTPUT
Regression Statistics
Multiple R 0.225088
R Square 0.050665
Adjusted R Square 0.049166
Standard Error 0.50977
Observations 3173
ANOVA
df SS MS F Significance F
Regression 5 43.92206 8.784412 33.80365 9.66E-34
Residual 3167 822.995 0.259866
Total 3172 866.9171
Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
Intercept 1.914831 0.096839 19.77327 3.76E-82 1.724957 2.104706 1.724957 2.104706
Age -0.00739 0.000737 -10.0275 2.56E-23 -0.00884 -0.00595 -0.00884 -0.00595
SBP 8.81E-06 0.000646 0.013643 0.989115 -0.00126 0.001275 -0.00126 0.001275
DBP 0.002977 0.001144 2.601336 0.009329 0.000733 0.00522 0.000733 0.00522
HR -0.00115 0.000767 -1.49678 0.13455 -0.00265 0.000356 -0.00265 0.000356
Male -0.10522 0.018841 -5.58459 2.54E-08 -0.14216 -0.06828 -0.14216 -0.06828
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DTM Clinical Papers:
•Association of coronary artery calcium score and vascular dysfunction in long-term hemodialysis patients. Hemodialysis International, International Society for Hemodialysis (2013). PDF
•Beneficial effects of aged garlic extract and coenzyme Q10 on vascular elasticity and endothelial function: The FAITH randomized clinical trial Nutrition / Elsevier (2013). PDF
•Evaluation of Digital Thermal Monitoring as a Tool to Assess Perioperative Vascular Reactivity J Atheroscler Thromb (2013). PDF
•A Novel Technique for the Assessment of Preoperative Cardiovascular Risk: Reactive Hyperemic Response to Short-Term Exercise BioMedResearch International (2013). PDF
•Fingertip Digital Thermal Monitoring: A Fingerprint for Cardiovascular Disease? Int J Cardiovasc Imaging (2010). PDF
•Aged garlic extract supplemented with B vitamins, folic acid and L-arginine retards the progression of subclinical atherosclerosis: A randomized clinical trial. Preventive Medicine (2009). PDF
•Low fingertip temperature rebound measured by digital thermal monitoring strongly correlates with the presence and extent of coronary artery disease diagnosed by 64-slice multi-detector computed tomography. Int. J Cardiovasc Imaging (2009). PDF
Accompanying Editorial: Digital thermal monitoring of vascular function: a novel tool to improve cardiovascular risk assessment. Vascular Medicine (2009). PDF
•Concomitant insulin resistance and impaired vascular function is associated with increased coronary artery calcification. Int. Journal of Cardiology (2009). PDF
•Vascular dysfunction measured by fingertip thermal monitoring is associated with the extent of myocardial perfusion defect. JNC (2009). PDF
•Vascular function measured by fingertip thermal reactivity is impaired in patients with metabolic syndrome and diabetes. J Clin Hypertens(2009). PDF
•Relations between digital thermal monitoring of vascular function, the Framingham risk score, and coronary artery calcium score. JCCT (2008).PDF
Accompanying Editorial: Anatomy, physiology, or epidemiology: Which is the best target for assessing vascular health? JCCT (2008). Abstract•Flow mediated change of finger tip temperature in patients with high cardiovascular risk. Cardiologia Hungarica (2005). PDF English summary PDF Graphical Data
•Post-Exercise Reactive Hyperemia: A Novel Preoperative Risk Assessment Tool Poster Abstract
•Digital Thermal Monitoring: Non-Invasive Assessment of Perioperative Microvascular Function Poster Abstract
VENDYS Publications
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DTM Technical Papers:
Reproducibility and variability of digital thermal monitoring of vascular reactivity. Clin Physiol Funct Imaging (2011). PDF
Use of temperature alterations to characterize vascular reactivity. Clin Physiol Funct Imaging (2011). PDF
Sensitivity of Digital Thermal Monitoring Parameters to Reactive Hyperemia. Journal of Biomechanical Engineering, ASME (2010). PDF
Digital Thermal Monitoring (DTM) of Vascular Reactivity Closely Correlates with Doppler Flow Velocity. Conf Proc IEEE Eng Med Biol Soc (2009). PDF
Lumped parameter thermal model for the study of vascular reactivity in the fingertip. J Biomech Eng (2008). Abstract
Interrelationships among noninvasive measures of postischemic macro- and microvascular reactivity J Appl Physiol(2008). PDF
Review Articles about Vascular/Endothelial Dysfunction Measurement:
Endothelial dysfunction over the course of coronary artery disease. Eur Heart J (2013). PDF
The Assessment of Endothelial Function: From Research Into Clinical Practice. Circulation (2012). PDF
The Endothelial Cell in Health and Disease: Its Function, Dysfunction, Measurement and Therapy. Int J Impot Res (2010). PDF
Endothelial function as a functional expression of cardiovascular risk factors. Biomark Med (2010). PDF
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Additional Publications
1. Schier R, Hinkelbein J, Marcus H, Smallwood A, Correa AM, Mehran R, El-Zein R, Riedel B. A novel technique for the assessment of preoperative cardiovascular risk: reactive hyperemic response to short-term exercise. Biomed Res Int. 2013;2013:837130. PMID: 236915132. Schier R, Marcus HE, Mansur E, Lei X, El-Zein R, Mehran R, Purugganan R, Heir JS, Riedel B, Gottumukkala V. Evaluation of digital thermal monitoring as a tool to assess perioperativevascular reactivity J Atheroscler Thromb. 2013;20(3):277-86. PMID: 231971793. Ahmadi N, McQuilkin GL, Akhtar MW, Hajsadeghi F, Kleis SJ, Hecht H, Naghavi M, Budoff M. Reproducibility and variability of digital thermal monitoring of vascular reactivity. Clin PhysiolFunct Imaging. 2011 Nov;31(6):422-8. PMID: 219814524. Akhtar MW, Kleis SJ, Metcalfe RW, Naghavi M. Sensitivity of digital thermal monitoring parameters to reactive hyperemia. J Biomech Eng. 2010 May;132(5):051005. PMID: 204592065. Schwartz BG, Economides C, Mayeda GS, Burstein S, Kloner RA. The endothelial cell in health and disease: its function, dysfunction, measurement and therapy. Int J Impot Res. 2010 Mar-Apr;22(2):77-90. Review. PMID: 200329886. van der Wall EE, Schuijf JD, Bax JJ, Jukema JW, Schalij MJ. Fingertip digital thermal monitoring: a fingerprint for cardiovascular disease? Int J Cardiovasc Imaging. 2010 Feb;26(2):249-52. PMID: 20012695