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![Page 1: Predictive Value of Coronary Calcium Scoring Matthew Budoff, MD, FACC, FAHA Associate Professor of Medicine UCLA School of Medicine Director, Cardiac CT.](https://reader036.fdocuments.us/reader036/viewer/2022062422/56649f165503460f94c2d0fc/html5/thumbnails/1.jpg)
Predictive Value of Coronary Calcium Scoring
Matthew Budoff, MD, FACC, FAHA
Associate Professor of Medicine
UCLA School of Medicine
Director, Cardiac CT
Harbor-UCLA Medical Center, Torrance, CAConflict of Interest: Speakers Bureau
General Electric
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Prevalence of Conventional Risk Factors in Patients with Coronary Heart Disease Prevalence of Conventional Risk Factors in Patients with Coronary Heart Disease (N = 87,869)(N = 87,869)
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Time
0 1 2 2x
A.S.
x
Coronary atherosclerotic burden –
No one is born with atherosclerosis
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Time
0 1 2 2x
A.S.
x
Coronary atherosclerotic burden –
There is a gradual, silent build up over time
x x x x
xx
xx
x
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Time
0 1 2 2x
A.S.
x
Coronary atherosclerotic burden –
Finally, acute event occurs
x x x x
xx
xx
x
xx
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Time
0 1 2 2x
A.S.
x
Coronary atherosclerotic burden –
Sx onset -- Permanent damage
x x x x
xx
xx
x
xx
Time 11/3 - Angina
1/3 - Acute MI
1/3 - Sudden Death
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Time
0 1 2 2x
A.S.
x
Coronary atherosclerotic burden –
x x x x
xx
xx
x
xx
1st Event
Realistic Goal – DELAY PROGRESSION
xx
xx
x
x x x x x x x
x
x xx x
x x
x x x x x x x x
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Time
0 1 2 2x
A.S.
x
Coronary atherosclerotic burden –
x x x x
xx
xx
x
xx
1st Event
Prevention- Primary vs. Secondary
xx
xx
x
x x x x x x x
x
x xx x
x x
x x x x x x x xCARDIOLOGISTS
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Time
0 1 2 2x
A.S.
x
Coronary atherosclerotic burden –
x x x x
xx
xx
x
xx
1st Event
Prevention- Primary vs. Secondary
xx
xx
x
x x x x x x x
x
x xx x
x x
x x x x x x x xPRIMARY CARE
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Time
0 1 2 2x
A.S.
x
Coronary atherosclerotic burden –
x x x x
xx
xx
x
xx
1st Event
Concept -- EARLY 2 ry PREVENTION
xx
xx
x
x x x x x x x
x
x xx x
x x
xx x x
xx
xxThe Problem
begins HERE
NOT HERE
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Potential Prognostic Potential of Cardiac CT
Use a calcium score to screen patients with moderate (intermediate) Framingham risk Positive CAC scans indicate incremental risk Alters therapeutic goal (LDL, BP, etc)
Identify patients who do not need further cardiac medication (scores of zero)
Consider serial imaging as ongoing management tool (progression)
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Prediction of Cardiac Events in AsymptomaticPrediction of Cardiac Events in AsymptomaticPatients by EBTPatients by EBT
The St. Francis Heart Study, ACC 2003The St. Francis Heart Study, ACC 2003
SFHS 3SFHS 3
0.12
0.7
2
2.4
3.3
0
0.5
1
1.5
2
2.5
3
3.5
0 > 0 > 100 > 200 > 600
Baseline EBT Calcium ScoreBaseline EBT Calcium Score
An
nu
al E
ven
t R
ate
(%)
An
nu
al E
ven
t R
ate
(%)
Calcium Score >100 vs <100
Rel
ativ
e R
isk
9.5
AnyEvent
10.7
Cor.Event
9.9
MI/SCD
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2.72 2
12.47
3.55
6.15
12.29
0
2
4
6
8
10
12
14
Rel
ativ
e R
isk
DM Smoke HTN <1010-100
101-400401-1000
>1000
EBT Coronary Calcium ScoreEBT Coronary Calcium Score
All Cause Mortality [NDR]All Cause Mortality [NDR]n = 10,377n = 10,377asymptomatic men and womenasymptomatic men and womenf/u = 5.0f/u = 5.0++3.5 yrs.3.5 yrs.
Shaw, Raggi et alRadiology 2003
EBT found to be independentand incremental to risk factors
All Cause Mortality in PatientsAll Cause Mortality in PatientsWithout Known CADWithout Known CAD
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EBT 5 year All-Cause Mortality – Shaw et al
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0.00 2.00 4.00 6.00 8.00 10.00 12.00
Time to Follow-up (Years)
0.75
0.80
0.85
0.90
0.95
1.00
0.00 1.00 2.00 3.00 4.00 5.00
Time to Follow-up (Years)
0.75
0.80
0.85
0.90
0.95
1.00
Near- and Long-Term Survival from 2 Cohorts – over 35,000 patients
n=10,377 n=25,257
99.4%
97.8%95.2%
90.4%
81.8%
99.4%
97.8%
94.5%
93.0%
76.9%
2=1503, p<0.0001, interaction p<o.0001
CAC Score (5 Yr Mortality = 1.2%) (12-Yr Mortality = 2.1%) Difference 0-10 99.4% 99.4% 0.0%11-100 97.8% 97.8% 0.0%101-400 95.2% 94.5% 0.7%401-1,000 90.4% 93.0% 0.6%>1,000 81.8% 76.9% 4.9%
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Cooper Clinic Study - 10,782 Patients: 3.5 year follow-up
0
10
20
30
40
50
None 1--16 17--96 97--409 >409 None 1--16 17--96 97--409 >409
Ad
juste
d O
dd
s R
atio
Adjusted age, history of diabetes, hypertension, elevated cholesterol, over weight
44.3(22-87)
2.9(1.2-6.7)
5.2(2.4-11)
13.4(6.7-26.5)
Ref
All CHD (n=278)
Nonfatal MI & CHD Death
2.7(0.8-9.3)
6.0(2.1-17)
9.7(3.6-26)
21.1(7.8-57)
Ref
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Taylor et al – PACC Study – JACC 2005
2000 patients, mean age 43 Coronary calcium was associated with an 11.8-fold
increased risk for incident coronary heart disease (CHD) (p 0.002) in a Cox model controlling for the Framingham risk score.
In young, asymptomatic men, the presence of coronary artery calcification provides substantial,
cost-effective, independent prognostic value in predicting incident CHD that is incremental to measured coronary risk factors.
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Calcium Versus Framingham
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RR of MI/SCD: EBT Score and hs-CRP
0
1
2
3
4
5
6
7
High CAC Med. CAC Low CACLow hs-CRP
High hs-CRP
Park et al.Circ. 2002;106-2073-2077
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AHA – Circulation 2005Given the evolving literature since the last ACC/AHA
Expert Consensus statement (2000), current data indicate that CAD risk stratification is possible with CAC
measures.
Specifically, low CAC scores are associated with a low adverse event risk, and high CAC scores are associated
with a worse event-free survival.
This recommendation to measure atherosclerosis burden, in clinically selected intermediate–CAD risk
patients (eg, those with a 10% to 20% Framingham 10-year risk estimate) to refine clinical risk prediction and to
select patients for altered targets for lipid-lowering therapies.
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RAGGI - ATVB
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Arad et al. JACC 2005
In the largest study reported to date, multiple logistic regression, demonstrated only age (p 0.03), male gender (p 0.04), LDL cholesterol (p 0.01), HDL cholesterol (p 0.04), and two-year change in calcium score (p 0.0001) were significantly associated with subsequent CAD events.
Thus, increasing calcium scores were most strongly related to coronary events.
NOT PREDICTIVE: Baseline CAC, CRP
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Potential Uses of Cardiac CT
Use a calcium score to screen patients with moderate (intermediate) Framingham risk Positive EBT scans indicate incremental risk Alters therapeutic goal (LDL, BP, etc)
Identify patients who do not need further cardiac evaluation (scores of zero)
Consider serial imaging as ongoing management tool (progression)
Improve compliance Non-invasive Angiography
![Page 26: Predictive Value of Coronary Calcium Scoring Matthew Budoff, MD, FACC, FAHA Associate Professor of Medicine UCLA School of Medicine Director, Cardiac CT.](https://reader036.fdocuments.us/reader036/viewer/2022062422/56649f165503460f94c2d0fc/html5/thumbnails/26.jpg)
Coronary Artery Scanning
SEVERECALCIFICATION
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Percentage of individuals maintaining Statin therapy at 3.6 years according to various levels of baseline CAC
No CAC CAC 1-99 CAC 100-399 CAC>4000
10
20
30
40
50
60
70
80
90
100
44
63
75
90
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EBT Coronary Calcium