This diagnostic test was reported according to the Standards for Reporting of Diagnostic Accuracy (STARD) reporting guideline. During the study period, 11401 infants were admitted to our hospital, with 9570 excluded with no suspect of CHD, 175 without four-limb BP, 2 withdrawals of care without echocardiography and cardiac CT tests, and 50 for multiple admissions (Figure 1). Therefore, 1604 infants (median age, 4 days (1-16), 61.5% male) were recruited in the study, 1172 in the discovery group and 432 in the validation group. The clinical and demographic features of infants in CMoA and non-CMoA groups are summarized (Table 1). The index test and echocardiography were done within 72 h of each other. In total, 1527 was confirmed of CHD by gold standard test. Among them, 160 (10.5%) were confirmed of CoA, 53 (3.5%) of IAA, and 41 (2.7%) of HA. The other 77 infants included 32 isolated atrial septal defect, 21 isolated patent foramen ovale, 9 persistent pulmonary hypertension of the newborn, 1 idiopathic pulmonary arterial hypertension, 1 pulmonary sequestration, 1 pulmonary artery embolism, and 12 others.
Table 1. Characteristics of infants with high risk of congenital heart disease
|
Total
|
Discovery group
|
Validation group
|
|
CMoA (n=254)
|
Non-CMoA (n=1350)
|
P value
|
CMoA (n=177)
|
Non-CMoA (n=995)
|
P value
|
CMoA (n=77)
|
Non-CMoA (n=355)
|
P value
|
Age, mean (SD), d
|
13.9 (17.3)
|
12.1 (22.2)
|
0.246
|
15.8 (19.5)
|
14.1 (24.5)
|
0.398
|
9.5 (9.2)
|
6.5 (12.3)
|
0.054
|
Age, median (IQR), d
|
9 (1,20)
|
3 (0,15)
|
0.246
|
10 (1,22)
|
4 (0,18)
|
0.398
|
8 (0,17)
|
2 (0,10)
|
0.054
|
Male, No. (%)
|
170 (66.9)
|
817 (60.5)
|
0.058
|
114 (64.4)
|
591 (59.4)
|
0.243
|
56 (72.7)
|
226 (63.7)
|
0.147
|
Vaginal delivery, No. (%)
|
146 (57.5)
|
800 (59.3)
|
0.387
|
73 (41.2)
|
617 (62.0)
|
<0.001
|
42 (54.5)
|
183 (51.5)
|
0.006
|
Gestational age, wk
|
38.5 (1.6
|
37.8 (4.1)
|
0.015
|
38.4 (1.7)
|
37.8 (4.6)
|
0.077
|
38.6 (1.6)
|
37.9 (2.1)
|
0.010
|
Birth weight, g
|
3039 (574)
|
2960 (576)
|
0.047
|
3062 (579)
|
2965 (576)
|
0.038
|
2984 (562)
|
2948 (576)
|
0.618
|
Weight, g
|
3228 (615)
|
3106 (677)
|
0.008
|
3261 (617)
|
3143 (705)
|
0.038
|
3152 (606)
|
3001 (579)
|
0.040
|
Sepsis, No. (%)
|
6 (2.4)
|
11 (0.8)
|
0.040
|
6 (3.4)
|
7 (0.7)
|
0.007
|
0 (0)
|
4 (1.1)
|
1.000
|
Inotrope, No. (%)
|
41 (16.1)
|
185 (13.7)
|
0.160
|
29 (16.4)
|
141 (14.2)
|
0.420
|
12 (15.6)
|
44 (12.4)
|
0.456
|
Prostaglandin, No. (%)
|
12 (4.7)
|
107 (7.9)
|
0.089
|
7 (4.0)
|
62 (6.2)
|
0.299
|
5 (6.5)
|
45 (12.7)
|
0.168
|
Patent ductus arteriosus, No. (%)
|
166 (65.4)
|
719 (53.3)
|
<0.001
|
107 (60.5)
|
488 (49.0)
|
0.006
|
59 (76.6)
|
231 (65.1)
|
0.061
|
Ventilation, No. (%)
|
60 (23.6)
|
160 (11.9)
|
<0.001
|
42 (23.7)
|
102 (10.3)
|
<0.001
|
18 (23.4)
|
58 (16.3)
|
0.141
|
BP gradient, mm Hg
|
-9.1 (17.4)
|
4.0 (9.1)
|
<0.001
|
-8.9 (17.4)
|
3.9 (9.3)
|
<0.001
|
-9.6 (17.7)
|
4.3 (8.3)
|
<0.001
|
Significant BP gradient, No. (%)
|
103 (40.6%)
|
72 (5.3%)
|
<0.001
|
72 (40.7%)
|
59 (5.9%)
|
<0.001
|
31 (40.3%)
|
13 (3.7%)
|
<0.001
|
Right arm SBP, mm Hg
|
77.8 (16.4)
|
69.9 (11.3)
|
<0.001
|
78.3 (16.8)
|
71.0 (11.5)
|
<0.001
|
76.6 (15.5)
|
66.9 (10.3)
|
<0.001
|
Right arm DBP, mm Hg
|
45.3 (12.3)
|
39.6 (9.3)
|
<0.001
|
45.5 (12.6)
|
40.4 (9.4)
|
<0.001
|
44.9 (11.7)
|
37.2 (8.8)
|
<0.001
|
Left arm SBP, mm Hg
|
77.3 (16.1)
|
69.7 (11.3)
|
<0.001
|
78.2 (16.7)
|
71.0 (11.4)
|
<0.001
|
75.3 (14.5)
|
66.3 (10.2)
|
<0.001
|
Left arm DBP, mm Hg
|
44.7 (12.4)
|
39.7 (9.4)
|
<0.001
|
45.3 (13.0)
|
40.7 (9.5)
|
<0.001
|
43.5 (10.9)
|
36.8 (8.6)
|
<0.001
|
Right leg SBP, mm Hg
|
68.7 (12.8)
|
73.7 (12.6)
|
<0.001
|
69.6 (13.3)
|
74.5 (12.9)
|
<0.001
|
66.8 (11.6)
|
71.2 (11.2)
|
0.002
|
Right leg DBP, mm Hg
|
36.7 (9.9)
|
38.3 (13.4)
|
0.073
|
37.5 (10.7)
|
38.7 (9.6)
|
0.132
|
34.9 (7.6)
|
37.2 (20.6)
|
0.343
|
Left leg SBP, mm Hg
|
68.7 (12.1)
|
74.1 (12.7)
|
<0.001
|
69.3 (12.4)
|
75.1 (12.9)
|
<0.001
|
67.3 (11.4)
|
71.4 (11.7)
|
0.005
|
Left leg DBP, mm Hg
|
36.6 (9.9)
|
41.8 (111.7)
|
0.475
|
37.4 (10.2)
|
43.9 (130)
|
0.506
|
35.3 (8.0)
|
35.8 (9.0)
|
0.660
|
Abbreviation: BP, blood pressure; CMoA, congenital malformation of aorta; DBP, Diastolic blood pressure; IQR, interquartile range; SBP, systolic blood pressure; SD, standard deviation
The distributions of BP gradient values of infants with CMoA and without CMoA in the discovery group and the validation group are shown (Figure 2). The ROC curves were generated (Figure 2). In the discovery group, Youden Index showed that the optimal cutoff of BP gradient for CMoA screening was 10 mm Hg, with an AUC of 0.723 (95% CI, 0.678-0.768), sensitivity of 40.7% (95% CI, 33.4%-47.9%), specificity of 94.1% (95% CI, 92.6%-95.5%), likelihood ratio for positive test results of 6.86 (95% CI, 5.06-9.30), likelihood ratio for negative test results of 0.631 (95% CI, 0.558-0.713), positive predictive value of 55.0% (95% CI, 46.4%-63.5%) and negative predictive value of 89.9% (95% CI, 88.1%-91.7%). In the validation group, for distinguishing CMoA from non-CMoA, this cutoff of 10 mm Hg generated an AUC of 0.748 (95% CI, 0.680-0.815) (Figure 2), with sensitivity of 40.3% (95% CI, 29.3%-51.2%), specificity of 96.3% (95% CI, 94.4%-98.3%), likelihood ratio for positive test results of 11.0 (95% CI, 6.0-20.0), likelihood ratio for negative test results of 0.602 (95% CI, 0.516-0.746), positive predictive value of 70.5% (95% CI, 57.0%-83.9%) and negative predictive value of 88.1% (95% CI, 84.9%-91.4%).
When these infants were divided into five groups by age, the sensitivity of BP gradient of 10 mm Hg increased dramatically after 48 h after birth (Figure 3 and Table 2). After incorporating specificity with sensitivity, the likelihood ratio of positive test results increased dramatically after 24 h after birth (Table 2). With a pre-test probability of about 16%, the positive post-test probability increased from 26.7% at the first day of age to 75.0% after 1 month of age.
Table 2. Accuracy performance of 10 mm Hg BP gradient in infants of different age
|
BP gradient, mm Hg
|
CMoA
|
Non-CMoA
|
Sensitivity, %
|
Specificity, %
|
PPV, %
|
NPV, %
|
PTP, %
|
LR+
|
PPTP, %
|
LR-
|
NPTP, %
|
FPR, %
|
FNR, %
|
Total
|
>10
|
103
|
72
|
40.4
|
94.7
|
58.9
|
89.4
|
15.9
|
7.57
|
58.9
|
0.630
|
10.6
|
5.3
|
59.6
|
<10
|
152
|
1277
|
Day 1
|
>10
|
8
|
22
|
13.3
|
95.0
|
26.7
|
88.9
|
12.1
|
2.65
|
26.7
|
0.913
|
11.1
|
5.0
|
86.7
|
<10
|
52
|
416
|
Day 2
|
>10
|
4
|
5
|
26.7
|
94.9
|
44.4
|
89.4
|
13.3
|
5.23
|
44.4
|
0.773
|
10.6
|
5.1
|
73.3
|
<10
|
11
|
93
|
Day 3-7
|
>10
|
18
|
11
|
50.0
|
96.0
|
62.1
|
93.7
|
11.5
|
12.59
|
62.1
|
0.521
|
6.3
|
4.0
|
50.0
|
<10
|
18
|
266
|
Week 2-4
|
>10
|
55
|
28
|
50.5
|
92.4
|
66.3
|
86.3
|
22.8
|
6.65
|
66.3
|
0.536
|
13.7
|
7.6
|
49.5
|
<10
|
54
|
341
|
Month 1 more
|
>10
|
18
|
6
|
52.9
|
96.4
|
75.0
|
91.0
|
16.8
|
14.82
|
75.0
|
0.488
|
9.0
|
3.6
|
47.1
|
<10
|
16
|
162
|
Abbreviation: BP, blood pressure; CMoA, congenital malformation of aorta; PPV, positive predictive value; NPV, negative predictive value; LR+, Likelihood ratio for positive test results; LR-, Likelihood ratio for negative test results; PTP, Pre-test probability; PPTP, Positive post-test probability; NPTP, Negative post-test probability; FPR, False positive rate; FNR, False negative rate;
The summary of diagnostic test accuracy of 5 to 25 mm Hg BP gradients in the whole population was shown (Figure 4 and Table 3). As expected, the sensitivity decreased with BP gradient increasing, while the specificity, the positive predictive value and the likelihood ratio for positive test results increased with BP gradient. The optimal cutoff of BP gradient was 10 mm Hg.
Table 3. Accuracy performance of blood pressure gradient ranging from 5 mm Hg to 25 mm Hg
BP gradient, mm Hg
|
Sensitivity, %
|
Specificity, %
|
Youden index
|
PPV, %
|
NPV, %
|
PTP, %
|
PPTP, %
|
NPTP, %
|
LR+
|
LR-
|
5
|
46.9
|
86.4
|
0.333
|
39.3
|
89.6
|
15.8
|
39.3
|
10.4
|
3.44
|
0.615
|
6
|
44.5
|
89.0
|
0.335
|
43.3
|
89.5
|
15.8
|
43.3
|
10.5
|
4.06
|
0.623
|
7
|
43.3
|
91.3
|
0.346
|
48.3
|
89.5
|
15.8
|
48.3
|
10.5
|
4.96
|
0.621
|
8
|
42.1
|
92.4
|
0.345
|
51.2
|
89.5
|
15.8
|
51.2
|
10.5
|
5.58
|
0.626
|
9
|
41.3
|
93.9
|
0.352
|
55.9
|
89.5
|
15.8
|
55.9
|
10.5
|
6.72
|
0.625
|
10
|
40.6
|
94.7
|
0.353
|
58.9
|
89.4
|
15.8
|
58.9
|
10.6
|
7.60
|
0.628
|
11
|
38.2
|
95.6
|
0.338
|
61.8
|
89.2
|
15.8
|
61.8
|
10.9
|
8.59
|
0.647
|
12
|
36.2
|
96.2
|
0.324
|
64.3
|
88.9
|
15.8
|
64.3
|
11.1
|
9.59
|
0.663
|
13
|
34.7
|
97.2
|
0.319
|
69.8
|
88.8
|
15.8
|
69.8
|
11.2
|
12.31
|
0.672
|
14
|
32.2
|
97.6
|
0.298
|
71.3
|
88.5
|
15.8
|
71.3
|
11.6
|
13.21
|
0.694
|
15
|
32.3
|
97.8
|
0.301
|
73.2
|
88.5
|
15.8
|
73.2
|
11.5
|
14.53
|
0.693
|
16
|
31.5
|
98.2
|
0.297
|
76.9
|
88.4
|
15.8
|
76.9
|
11.6
|
17.72
|
0.697
|
17
|
29.5
|
98.3
|
0.278
|
76.5
|
88.1
|
15.8
|
76.5
|
11.9
|
17.33
|
0.717
|
18
|
27.6
|
98.7
|
0.263
|
79.6
|
87.9
|
15.8
|
79.6
|
12.1
|
20.67
|
0.734
|
19
|
25.2
|
99.0
|
0.242
|
82.1
|
87.6
|
15.8
|
82.1
|
12.5
|
24.30
|
0.756
|
20
|
23.6
|
99.4
|
0.230
|
88.2
|
87.4
|
15.8
|
88.2
|
12.6
|
39.86
|
0.768
|
21
|
22.4
|
99.6
|
0.220
|
90.5
|
87.2
|
15.8
|
90.5
|
12.8
|
50.49
|
0.779
|
22
|
22.1
|
99.6
|
0.217
|
91.8
|
87.2
|
15.8
|
91.8
|
12.8
|
59.53
|
0.782
|
23
|
21.3
|
99.7
|
0.210
|
93.1
|
87.1
|
15.8
|
93.1
|
12.9
|
71.75
|
0.790
|
24
|
20.9
|
99.7
|
0.206
|
93.0
|
87.0
|
15.8
|
93.0
|
13.0
|
70.42
|
0.794
|
25
|
19.3
|
99.8
|
0.191
|
94.2
|
86.8
|
15.8
|
94.2
|
13.2
|
86.81
|
0.809
|
Abbreviation: BP, blood pressure; PPV, positive predictive value, NPV, negative predictive value, PTP, Pre-test probability; PPTP, Positive post-test probability; NPTP, Negative post-test probability; LR+, Likelihood ratio for positive test results; LR-, Likelihood ratio for negative test results
The test accuracy performances for CoA, IAA and HA were also shown (Table 4). With the optimal cutoff, the BP gradient of 10 mm Hg was less sensitive in infants with HA than those in CoA or IAA infants (24.4% vs. 43.5% and 43.4% respectively). The positive post-test probability was higher in CoA infants (49.3%). The Likelihood ratio for positive test results was 8.15 in CoA infants. As for all, the positive post-test probability was 58.9%. The likelihood ratio of positive test result was 7.57. Five percent of non-CMoA infants presented with significant BP gradient at admission.
Table 4. Test accuracy performance of BP gradient in infants with different congenital malformation of aorta
|
Gradient, No.
|
no gradient, No.
|
Sensitivity, %
|
Specificity, %
|
PPV, %
|
NPV, %
|
PTP, %
|
LR+
|
PPTP, %
|
LR-
|
NPTP, %
|
FPR, %
|
FNR, %
|
CMoA
|
103
|
152
|
40.4
|
94.7
|
58.9
|
89.4
|
15.9
|
7.57
|
58.9
|
0.63
|
10.6
|
5.3
|
59.6
|
CoA
|
70
|
91
|
43.5
|
94.7
|
49.3
|
93.4
|
10.7
|
8.15
|
49.3
|
0.60
|
6.7
|
5.3
|
56.5
|
IAA
|
23
|
30
|
43.4
|
94.7
|
24.2
|
97.7
|
3.8
|
8.13
|
24.2
|
0.60
|
2.3
|
5.3
|
56.6
|
HA
|
10
|
31
|
24.4
|
94.7
|
12.2
|
97.6
|
3.0
|
4.57
|
12.2
|
0.80
|
2.4
|
5.3
|
75.6
|
Healthy
|
72
|
1277
|
|
|
|
|
|
|
|
|
|
|
|
Abbreviation: BP, blood pressure; CMoA, congenital malformation of aorta; CoA, coarctation of aorta; HA, hypoplasia of aorta; IAA, interrupted aortic arch; PPV, positive predictive value, NPV, negative predictive value, LR+, Likelihood ratio for positive test results; LR-, Likelihood ratio for negative test results; PTP, Pre-test probability; PPTP, Positive post-test probability; NPTP, Negative post-test probability; FPR, False positive rate; FNR, False negative rate;