Sensitivity, specificity, predictive values, likelihood ratios, accuracy, and concordance of chest radiograph variables in comparison with echocardiography
Variables
Sensitivity
Specificity
PPV
NPV
PLR
NLR
Accuracy
κ
P-value
Situs
100.00%
100.00%
100.00%
100.00%
-
0.00
100.00%
1.00
< 0.001*
Cardiac position
100.00%
100.00%
100.00%
100.00%
-
0.00
100.00%
1.00
< 0.001*
Cardiomegaly
85.00%
66.67%
62.96%
86.96%
2.55
0.23
74.00%
0.49
< 0.001*
RAE
84.62%
54.17%
66.67%
76.47%
1.85
0.28
70.00%
0.39
0.004*
LAE
66.67%
71.43%
50.00%
83.33%
2.33
0.47
70.00%
0.35
0.012*
RVE
81.82%
41.03%
28.13%
88.89%
1.39
0.44
50.00%
0.14
0.163
LVE
57.89%
74.19%
57.89%
74.19%
2.24
0.57
68.00%
0.32
0.023*
Position of AK
50.00%
97.83%
66.67%
95.74%
23.00
0.51
94.00%
0.54
< 0.001*
AA dilation
25.00%
95.65%
33.33%
93.62%
5.75
0.78
90.00%
0.23
0.095
DA dilation
-
97.96%
0.00%
100.00%
-
-
98.00%
-
-
MPA dilation
50.00%
95.65%
50.00%
95.65%
11.50
0.52
92.00%
0.46
0.001*
RPA dilation
75.00%
93.48%
50.00%
97.73%
11.50
0.98
92.00%
0.56
< 0.001*
LPA dilation
25.00%
97.83%
50.00%
93.75%
11.50
0.77
92.00%
0.30
0.025*
PAH
12.50%
95.24%
33.33%
85.11%
2.63
0.92
82.00%
0.10
0.398
PPV: positive predictive value; NPV: negative predictive value; PLR: positive likelihood ratio; NLR: negative likelihood ratio; RAE: right atrium enlargement; LAE: left atrium enlargement; RVE: right ventricle enlargement; LVE: left ventricle enlargement; AK: aortic knuckle; AA: ascending aorta; DA: descending aorta; MPA: main pulmonary artery; RPA: right pulmonary artery; LPA: left pulmonary artery; PAH: pulmonary arterial hypertension; -: not applicable; *: concordance (agreement) between chest radiograph and echocardiography, as measured by κ, is significant at P < 0.05
The authors acknowledge the in-kind support provided by the Philanthropy Nepal (Paropakari Nepal) Research Collaboration.
Author contributions
Romila C: Conceptualization, Data curation, Formal analysis, Writing—original draft. GK: Conceptualization, Data curation. KR: Conceptualization, Formal analysis, Writing—original draft. Ritesh C: Formal analysis, Writing—original draft. RA and KSD: Conceptualization. NA: Conceptualization, Data curation. All authors critically reviewed the original draft. All authors have read and agreed to the published version of the manuscript.
Conflicts of interest
The authors declare no conflicts of interest.
Ethical approval
The study was conducted in accordance with the Declaration of Helsinki, and approved by the Institutional Ethics Committee, Devki Devi Foundation (Reference No: RS/MSSH/DDF/SKT-2/IEC/PED-CARDIO/20-44).
Consent to participate
Patient consent was waived as the data were collected retrospectively from the hospital records.
Consent to publication
Not applicable.
Availability of data and materials
The data used to support the findings of this study are available from the corresponding author upon request.
Wu W, He J, Shao X. Incidence and mortality trend of congenital heart disease at the global, regional, and national level, 1990–2017.Medicine (Baltimore). 2020;99:e20593. [DOI] [PubMed] [PMC]
Liu Y, Chen S, Zühlke L, Black GC, Choy MK, Li N, et al. Global birth prevalence of congenital heart defects 1970–2017: updated systematic review and meta-analysis of 260 studies.Int J Epidemiol. 2019;48:455–63. [DOI] [PubMed] [PMC]
van der Linde D, Konings EE, Slager MA, Witsenburg M, Helbing WA, Takkenberg JJ, et al. Birth prevalence of congenital heart disease worldwide: a systematic review and meta-analysis.J Am Coll Cardiol. 2011;58:2241–7. [DOI] [PubMed]
van der Bom T, Zomer AC, Zwinderman AH, Meijboom FJ, Bouma BJ, Mulder BJ. The changing epidemiology of congenital heart disease.Nat Rev Cardiol. 2011;8:50–60. [DOI] [PubMed]
Thomford NE, Biney RP, Okai E, Anyanful A, Nsiah P, Frimpong PG, et al. Clinical Spectrum of congenital heart defects (CHD) detected at the child health Clinic in a Tertiary Health Facility in Ghana: a retrospective analysis.J Congenit Heart Dis. 2020;4:3. [DOI]
Murni IK, Wirawan MT, Patmasari L, Sativa ER, Arafuri N, Nugroho S, et al. Delayed diagnosis in children with congenital heart disease: a mixed-method study.BMC Pediatr. 2021;21:191. [DOI] [PubMed] [PMC]
Yoon SA, Hong WH, Cho HJ. Congenital heart disease diagnosed with echocardiogram in newborns with asymptomatic cardiac murmurs: a systematic review.BMC Pediatr. 2020;20:322. [DOI] [PubMed] [PMC]
Danford DA, Gumbiner CH, Martin AB, Fletcher SE. Effects of electrocardiography and chest radiography on the accuracy of preliminary diagnosis of common congenital cardiac defects.Pediatr Cardiol. 2000;21:334–40. [DOI] [PubMed]
Chan FP, Hanneman K. Computed tomography and magnetic resonance imaging in neonates with congenital cardiovascular disease.Semin Ultrasound CT MR. 2015;36:146–60. [DOI] [PubMed]
Wang L, Liu J, Zhong Y, Zhang M, Xiong J, Shen J, et al. Medical image-based hemodynamic analyses in a study of the pulmonary artery in children with pulmonary hypertension related to congenital heart disease.Front Pediatr. 2020;8:521936. [DOI] [PubMed] [PMC]
Khalil AA, El-Moghazy EM, Mohammed GMH. Value of chest radiography and electrocardiography in diagnosis of congenital heart diseases in pediatrics in comparison with echocardiography.Egypt J Hosp Med. 2020;80:615–8. [DOI]
Vijayalakshmi IB, Madhav H. Role of radiography in congenital heart diseases. In: Vijayalakshmi IB, Rao PS, Chugh R, editors. A comprehensive approach to congenital heart diseases. New Delhi: Jaypee Brothers Medical Publishers; 2013. pp. 190–202. [DOI]
Marriott HJL. Chamber enlargement.In: Practical electrocardiography. 5th ed. Baltimore: William & Wilkins; 1972. pp. 56–66.
Kampmann C, Wiethoff CM, Wenzel A, Stolz G, Betancor M, Wippermann CF, et al. Normal values of M mode echocardiographic measurements of more than 2000 healthy infants and children in central Europe.Heart. 2000;83:667–72. [DOI] [PubMed] [PMC]
Pettersen MD, Du W, Skeens ME, Humes RA. Regression equations for calculation of z scores of cardiac structures in a large cohort of healthy infants, children, and adolescents: an echocardiographic study.J Am Soc Echocardiogr. 2008;21:922–34. [DOI] [PubMed]
Lopez L, Colan SD, Frommelt PC, Ensing GJ, Kendall K, Younoszai AK, et al. Recommendations for quantification methods during the performance of a pediatric echocardiogram: a report from the Pediatric Measurements Writing Group of the American Society of Echocardiography Pediatric and Congenital Heart Disease Council.J Am Soc Echocardiogr. 2010;23:465–95. [DOI] [PubMed]
McHugh ML. Interrater reliability: the kappa statistic.Biochem Med (Zagreb). 2012;22:276–82. [PubMed] [PMC]
Wren C, Richmond S, Donaldson L. Presentation of congenital heart disease in infancy: implications for routine examination.Arch Dis Child Fetal Neonatal Ed. 1999;80:F49–53. [DOI] [PubMed] [PMC]
Laya BF, Goske MJ, Morrison S, Reid JR, Swischuck L, Ey EH, et al. The accuracy of chest radiographs in the detection of congenital heart disease and in the diagnosis of specific congenital cardiac lesions.Pediatr Radiol. 2006;36:677–81. [DOI] [PubMed]
Temmerman AM, Mooyaart EL, Taverne PP. The value of the routine chest roentgenogram in the cardiological evaluation of infants and children. A prospective study.Eur J Pediatr. 1991;150:623–6. [DOI] [PubMed]
Satou GM, Lacro RV, Chung T, Gauvreau K, Jenkins KJ. Heart size on chest x-ray as a predictor of cardiac enlargement by echocardiography in children.Pediatr Cardiol. 2001;22:218–22. [DOI] [PubMed]
Tumkosit M, Yingyong N, Mahayosnond A, Choo KS, Goo HW. Accuracy of chest radiography for evaluating significantly abnormal pulmonary vascularity in children with congenital heart disease.Int J Cardiovasc Imaging. 2012;28:69–75. [DOI] [PubMed]
Murphy ML, Thenabadu PN, de Soyza N, Meade J, Doherty JE, Baker BJ. Sensitivity of electrocardiographic criteria for left ventricular hypertrophy according to type of cardiac disease.Am J Cardiol. 1985;55:545–9. [DOI] [PubMed]
Swenson JM, Fischer DR, Miller SA, Boyle GJ, Ettedgui JA, Beerman LB. Are chest radiographs and electrocardiograms still valuable in evaluating new pediatric patients with heart murmurs or chest pain?Pediatrics. 1997;99:1–3. [DOI] [PubMed]
Birkebaek NH, Hansen LK, Oxhøj H. Diagnostic value of chest radiography and electrocardiography in the evaluation of asymptomatic children with a cardiac murmur.Acta Paediatr. 1995;84:1379–81. [DOI] [PubMed]
Fonseca B, Chang RK, Senac M, Knight G, Sklansky MS. Chest radiography and the evaluation of the neonate for congenital heart disease.Pediatr Cardiol. 2005;26:367–72. [DOI] [PubMed]