3.1 Baseline clinical characteristics
Figure 1 shows a representative case of CTA plaque component analysis in a patient with CN. CNs were identified in 11.4% (9/79) of patients and 9.4% (12/128) of lesions. Baseline clinical characteristics comparing 9 patients with CN and 70 patients with non-nodular calcification are listed in Table 1. The frequency of diabetes, hypertension, smoking, chronic kidney disease and acute coronary syndrome (ACS) presentation was statistically similar between the two groups.
TABLE 1
Comparison of baseline clinical and computed tomography angiography characteristics at patient level
|
Whole Cohort
(n=79)
|
Calcified nodule
(n=9)
|
Non-nodular calcification
(n=70)
|
P
value
|
Age (year)
|
61.76±11.53
|
62.11± 13.39
|
61.71±11.38
|
0.923
|
≥ 70 year
|
21 (26.6)
|
3 (33.3)
|
18 (25.7)
|
0.693
|
Men (%)
|
74 (78.5)
|
8 (88.89)
|
54 (77.14)
|
0.675
|
Body mass index (kg/m2)
|
24.94 (23.66, 26.47)
|
24.94 (23.34, 26.44)
|
24.94 (23.66, 26.53)
|
0.609
|
Current smoking (%)
|
23 (21.5)
|
1 (11.1)
|
16 (22.9)
|
0.675
|
Diabetes (%)
|
28 (35.4)
|
3 (33.33)
|
25 (35.71)
|
1.00
|
Hypertension (%)
|
58 (73.4)
|
7 (77.78)
|
51 (72.86)
|
1.00
|
Dyslipidemia (%)
|
79 (100)
|
9 (100)
|
70 (100)
|
NC
|
Prior myocardial infarction (%)
|
17 (21.5)
|
2 (22.2)
|
15 (21.4)
|
1.00
|
Prior PCI (%)
|
16 (20.3)
|
2 (22.22)
|
14 (20.00)
|
1.00
|
Chronic kidney disease (%)
|
6 (7.6)
|
0 (0)
|
6 (8.6)
|
1.00
|
Family history of premature CAD (%)
|
6 (7.6)
|
0 (0)
|
6 (8.6)
|
1.00
|
Clinical presentation
|
|
|
|
|
Stable angina pectoris (%)
|
15 (19.0)
|
4 (44.4%)
|
11 (15.7)
|
0.061
|
Acute coronary syndrome (%)
|
78 (83.0)
|
5 (55.6)
|
59 (84.3)
|
0.061
|
Total cholesterol (mmol/L)
|
3.47 (2.94, 4.26)
|
3.17 (2.65, 3.79)
|
3.58 (2.94, 4.32)
|
0.257
|
HDL-C (mmol/L)
|
0.90 (0.77, 1.01)
|
0.81 (0.76,0.92)
|
0.91 (0.79, 1.01)
|
0.396
|
LDL-C (mmol/L)
|
2.03 (1.51, 2.57)
|
1.83 (1.34, 2.28)
|
2.04 (1.50, 2.70)
|
0.280
|
Triglyceride (mmol/L)
|
1.35 (0.97, 1.81)
|
1.12 (0.68, 1.57)
|
1.43 (1.01, 2.01)
|
0.063
|
Hemoglobin A1C (%)
|
6.00 (5.60, 6.90)
|
6.00 (5.40, 6.58)
|
6.10 (5.60, 7.00)
|
0.482
|
Fasting blood glucose (mmol/L)
|
5.60 (4.91, 7.06)
|
5.08 (4.19, 6.28)
|
5.60 (5.06, 7.18)
|
0.263
|
GFR (ml/min)
|
106.21 (87.48, 124.13)
|
111.06 (87.41, 123.16)
|
106.13 (88.40, 124.42)
|
0.853
|
Peak hs-cTnT (ng/mL)
|
0.011 (0.006, 0.057)
|
0.008 (0.0045, 0.0805)
|
0.011 (0.006, 0.0595)
|
0.671
|
Peak pro-BNP (pg/mL)
|
124.30 (50.22, 637.90)
|
100.80 (44.48, 240.00)
|
126.65 (51.93, 728.75)
|
0.388
|
hs-CRP (mg/L)
|
2.85 (1.15, 2.85)
|
1.31 (0.62, 6.43)
|
2.85 (1.17, 2.85)
|
0.634
|
Alkaline phosphatase (U/L)
|
69.00 (52.00, 87.00)
|
82.00 (54.50, 93.50)
|
65.00 (42.00, 77.50)
|
0.022
|
Gamma-glutamyltransferas (U/L)
|
26.00 (17.00,37.00)
|
25.00 (18.00, 43.50)
|
26.00 (16.75, 37.00)
|
0.920
|
Serum calcium (mmol/L)
|
2.25±0.15
|
2.21±0.14
|
2.26±0.15
|
0.336
|
Left ventricular ejection fraction (%)
|
67.00 (61.00, 71.00)
|
70.00 (62.50, 75.00)
|
67.00 (61.00, 71.00)
|
0.256
|
Multi-vessel disease (%)
|
52 (65.8)
|
6 (66.6)
|
46 (65.7)
|
0.325
|
Total plaque volume (mm3)
|
490.00 (151.00, 969.00)
|
673.00 (256.50, 1516.05)
|
467.50 (150.50, 940.75)
|
0.021
|
Lipid volume (mm3)
|
89.90 (40.40, 163.40)
|
119.30 (48.65, 229.90)
|
80.50 (40.23, 161.15)
|
0.468
|
Fiber volume (mm3)
|
122.80 (54.10, 208.60)
|
205.10 (64.40, 282.60)
|
122.25 (53.70, 201.43)
|
0.347
|
Calcification volume (mm3)
|
236.60 (52.90, 585.80)
|
468.50 (144.75, 1029.40)
|
197.30 (49.38, 582.48)
|
0.165
|
Lipid percentage (%)
|
20.64 (15.97, 27.25)
|
17.12 (12.44, 21.55)
|
20.71 (16.25, 29.09)
|
0.073
|
Fiber percentage (%)
|
25.22 (20.39, 39.91)
|
22.42 (15.65, 31.06)
|
25.64 (20.50, 40.53)
|
0.235
|
Calcification percentage (%)
|
54.91(41.48, 64.20)
|
60.36 (47.77, 71.20)
|
54.58 (39.99, 63.68)
|
0.156
|
Normally distributed continuous variables were expressed as mean ± SD, non-normal distribution as median with interquartile range (IQR), and categorical variables as numbers and percentages.
Abbreviations: CAD, coronary heart disease; GFR, glomerular filtration rate; HDL-C, high-density lipoprotein cholesterol; hs-CRP, high-sensitivity C-reactive protein; LDL-C, low-density lipoprotein cholesterol; LVEF, left ventricular ejection fraction; PCI, percutaneous coronary intervention; pro-BNP, pro-brain natriuretic peptide.
Patients with CN had higher serum level of ALP (82.00 vs 65.00 mmol/L, P = .022) and total plaque volume (673.00 vs 467.50 mm3, P = .021) than those with non-nodular calcified plaques. After adjusted for age, current smoking, the history of hypertension, diabetes and chronic kidney disease, serum ALP level (odds ratio [OR] = 1.008, 95% confidence interval [CI]: 1.004 -1.023, P = .03) and total plaque volume (OR = 1.006, 95% CI: 1.003 -1.009, P = .04) remained independently associated with the prevalence of CN in patients with coronary calcified plaques.
3.2 Comparison of angiographic and CTA-derived parameters among CN and non-nodular calcified plaques
At lesion level, the CN group had a more frequency of moderate to heavy calcification on angiography (75.0% vs 40.5%, P = .017). Lesions with CN presented a more severe diameter stenosis (79.00% vs 63.00%, P = .007). As compared with the non-nodular calcified plaques, the CN had higher mean plaque burden (85.40% vs 77.05%, P = .005), total plaque density (398.00 vs 283.50 HU, P = .008), but lower lipid percentage (14.65 % vs 19.75%, P = .01) and fiber percentage (17.90 % vs 25.65%, P = .011). The plaques with CN have similar calcium percentage (64.20 % vs 54.35%, P = .055) and calcium density (530.00 vs 495.50 HU, P = .277) with the non-nodular calcific ones (Table 2).
TABLE 2
Comparison of angiographic and computed tomography angiography characteristics at lesion-level
|
Calcified nodule
(n=12)
|
Non-nodular calcification (n=116)
|
P
value
|
Lesion location
|
|
|
|
LAD
|
7 (58.3)
|
63 (54.3)
|
0.790
|
LCX
|
3 (25.0)
|
32 (27.6)
|
1.000
|
RCA
|
2 (16.7)
|
21(18.1)
|
1.000
|
Initial TIMI flow grade 0-1
|
1 (8.3)
|
21 (18.1)
|
0.684
|
Moderate to heavy calcification on angiography
|
9 (75.0)
|
47 (40.5)
|
0.017
|
Type B2/C lesion
|
8 (66.7)
|
68 (58.6)
|
0.720
|
Plaque computed tomography angiography analysis
|
Minimal lumen diameter (mm)
|
0.45 (0.35, 2.70)
|
0.95 (0.25, 2.74)
|
0.089
|
Reference vessel diameter (mm)
|
3.55 (3.23, 4.02)
|
3.36 (2.97, 3.89)
|
0.350
|
Diameter stenosis (%)
|
79.00 (52.00, 76.00)
|
63.00 (39.02, 60.00)
|
0.007
|
Lesion length (mm)
|
23.85 (13.83, 44.93)
|
19.75 (13.50, 31.70)
|
0.416
|
Positive remodeling
|
0
|
24(20.7)
|
0.121
|
Mean plaque burden (%)
|
85.40 (77.85, 91.85)
|
77.05 (65.63, 82.60)
|
0.005
|
Total plaque volume (mm3)
|
378.00 (150.00, 870.00)
|
290.00 (146.50, 520.75)
|
0.364
|
Lipid volume (mm3)
|
66.55 (31.78, 102.78)
|
57.40 (36.03, 92.25)
|
0.915
|
Fiber volume (mm3)
|
90.40 (39.70, 110.68)
|
86.30 (48.23, 131.28)
|
0.731
|
Calcium volume (mm3)
|
227.55 (80.03, 626.60)
|
151.30 (53.78, 308.83)
|
0.236
|
Lipid percentage (%)
|
14.65 (12.70, 17.85)
|
19.75 (16.03, 25.40)
|
0.010
|
Fiber percentage (%)
|
17.90 (14.08, 27.13)
|
25.65 (20.88, 37.55)
|
0.011
|
Calcium percentage (%)
|
64.20 (46.80, 72.35)
|
54.35 (38.73, 62.50)
|
0.055
|
Total plaque density (HU)
|
398.00 (301.00, 452.75)
|
283.50 (188.75, 352.75)
|
0.008
|
Lipid density (HU)
|
-3.00 (-9.75, 6.50)
|
0.00 (-6.00, 5.75)
|
0.559
|
Fiber density (HU)
|
99.50 (98.00, 101.00)
|
98.00 (96.00, 100.00)
|
0.066
|
Calcium density (HU)
|
530.00 (437.75, 599.75)
|
495.50 (389.50, 548.25)
|
0.277
|
Normally distributed continuous variables were expressed as mean ± SD, non-normal distribution as median with interquartile range (IQR), and categorical variables as numbers and percentages.
Abbreviations: HU, Hounsfield Units; LAD, left anterior descending; LCX, left circumflex; RCA, right coronary artery; TIMI , thrombolysis in myocardial infarction.
3.3 Diagnostic performance of CTA-derived mean plaque burden for predicting the presence of a CN
After adjusted for diameter stenosis, total plaque density, lipid percentage, fiber percentage, mean plaque burden was an independent predictor for the prevalence of CN in calcified plaques (OR = 1.102, 95% CI: 1.025 -1.185, P = .009). As shown in Figure 2, the AUC was 0.753 (95% CI: 0.615-0.890, P = .004). When using 84.85% as the best cutoff value, the diagnostic sensitivity and specificity of mean plaque burden for predicting the presence of a CN within calcified plaques were 66.7% and 80.2% respectively.