1. Search strategy
The English databases searched included the following: PubMed, GeenMedical, Web of Sciences, EMBASE, and Corchrane Library; the Chinese databases included the following: Wanfang Database, VIP Database, China National Knowledge Infrastructure (CNKI), and China Biology Medicine disc (CBM). The search time was limited to the time period from the time of database establishment to December 1, 2023. The language was limited to English and Chinese. Firstly, the searched literature was screened according to the title and the abstracts of each study were read for general inclusion and exclusion. In case the content was relevant, all articles that met the inclusion and exclusion criteria were evaluated. The reviews, case reports, and articles on the animal experimental models were excluded and all relevant clinical studies were included. In order to avoid the omission of relevant literature, a manual literature search was carried out by assessing each study one by one for the relevant references found in the retrieved literature.
The retrieval of the English databases mainly included the following keywords: "aortic coarctation", "coarctation of aorta", "echocardiography", "ultrasound", "diagnosis" for literature retrieval; the retrieval of the Chinese databases mainly included the following keywords: "coarctation of the aorta", "echocardiography", "ultrasound", "prenatal diagnosis", and other.
The combination of the keywords used for the English database literature retrieval was as follows: (by using the Pubmed database as an example, other English databases were slightly adjusted on this basis):
(1)(aortic coarctation);
(2)(aortic coarctation) AND (echocardiography);
(3)(coarctation of aorta) AND (echocardiography);
(4)(aortic coarctation) AND (ultrasound);
(5)(aortic coarctation) AND(echocardiography) AND (prenatal diagnosis);
(6)(aortic coarctation) AND (echocardiography OR ultrasound) AND (prenatal diagnosis);
The combination of the keywords used for document retrieval in the Chinese databases was as follows (by using the CNKI database as an example, other Chinese databases were slightly adjusted on this basis):
(1)All: (coarctation of the aorta);
(2)All: (coarctation of the aorta) * All: (Echocardiography);
(3) All: (coarctation of the aorta) * All: (ultrasound);
(4) All: (coarctation of the aorta) + all: (coarctation of the aorta) * all: (echocardiography) * all: (prenatal diagnosis);
2. Study selection and data extraction
2.1. Inclusion criteria
(1) All relevant domestic and foreign literature studies published and all clinically diagnosed aortic coarctation studies were comprehensively reviewed;(2) Studies related to the diagnosis of coarctation of the aorta by echocardiography, and complete and detailed echocardiographic follow-up data;
(3) Complete original data provided in the literature and four-table data obtained directly or indirectly;
(4) The number of cases in each group in the study was ≥ 10;
(5) The gold standard methods used were surgical procedures, postpartum echocardiography or catheter angiography.
2.2. Exclusion criteria
(1) Review, clinical research case reports, literature reviews, animal experimental studies, and conference abstracts, non-Chinese or English research literature;
(2) Literature studies that were not officially published (only those with abstracts); the research studies with the most complete data were selected for those published repeatedly, and the remaining studies were excluded;
(3) The studies, which did not provide the relevant clinical diagnostic information in the literature, or demonstrated incomplete data and lack of detailed clinical raw data available for the combined calculation of the outcome indicators;
(4) Documents related to the title but irrelevant in content;
(5) The studies for which the full text could not be obtained by various literature sources (email, author correspondence) and for which only the abstract was available.
3. Article filtering
Two researchers independently performed literature screening and data extraction. The first step was to browse the retrieved article titles and abstracts. Initially, the relevant literature was screened and following the exclusion of the studies that did not meet the inclusion criteria, 2 independent researchers cross-checked the studies that may have met the inclusion criteria and conducted a careful review of the full texts of the studies. In case of divergent studies and/or difficulty in establishing a consensus, a third researcher was consulted to reach a decision.
A total of 3,495 literature studies were identified through the search and screening method described above. The search results were imported into EndNote X8 software for literature management, and the "Find Duplication" function was used to eliminate duplicate published studies. A total of 3,478 irrelevant studies were excluded (exclusion reasons were non-clinical experimental studies, case reports, or irrelevant articles to the current analysis). The remaining studies that could be included were cross-checked by 2 independent researchers and finally screened according to the established literature inclusion and exclusion criteria. Ultimately, a total of 17 studies that were identified as eligible for quantitative analysis were included in the current meta-analysis (Fig. 1).
The following document databases and number of documents were retrieved: CNKI database (n = 220 articles), Wanfang database (n = 600 articles), VIP database (n = 63 articles), PubMed (n = 1,371), GeenMedical (n = 600 articles) = 462), Web of Science (n = 750), and Cochrane Library (n = 29).
4. Data extraction and literature quality assessment
The data to be extracted for the included literature included the following: (1) Basic information characteristics of the included literature, including the first author of each study, the time of publication, the country (region) where the study was conducted, the type of study, and the sample size of the study; (2) predictive indicators of the study; (3) echocardiographic results and outcome indicators; (4) literature quality evaluation and other related information.
4.1. Data extraction
The extraction of parameters related to fetal echocardiography and the diagnostic test outcome indicators were the following: True positives (TP), false positives (FP), false negatives (FN), true negatives (TN), positive likelihood ratio (PLR), negative Likelihood Ratio (NLR), and Diagnostic Odds Ratio (DOR).
4.2 Literature quality assessment
Two reviewers independently assessed the quality of the included literature through the QUADAS-2 risk assessment tool provided by Revman 5.3. In case of a disagreement, a third reviewer was invited to participate in the discussion to reach an agreement. The criteria included case selection, presence of an evaluation test, gold standard method, case process and progress, and answering "yes", "no", and "unclear" to each part of the question by carefully reading the literature to grasp the baseline characteristics of the included studies and assess the corresponding risk of bias level. The judgment was characterized as "low", "high" and "indeterminate". The risk of bias and quality assessment of the included studies are shown in Fig. 2.
The risk assessment results of the 17 literature studies are shown in Fig. 2. These studies all reached the medium and high quality levels. All the included literature studies contained patients with coarctation of the aorta, all of which were diagnosed as gold standard cases during admission; the testing equipment and specifications were described in detail.
5. Study characteristics
Table 1
General characteristics of the study
Reference | Time | Country | Research design | Guideline | Gestational age (weeks)/age (days/months) | n | CoA, n |
Chandni Patel[4] | 2018 | US | retrospective | postpartum echocardiography | not specified | 57 | 13 |
Meaghan[5] | 2016 | U.K. | forward- looking | postpartum echocardiography/ Operation | 15.0–36.0 | 62 | 45 |
Aray[6] | 2016 | US | retrospective | postpartum echocardiography/ Operation | 32.8 ± 4.2 | 40 | 20 |
Toole[7] | 2015 | US | retrospective | postpartum echocardiography/ Operation | 33.9 (30.4–36.0) | 62 | 27 |
Mărginean[8] | 2015 | Romania | forward- looking | postpartum echocardiography/ Operation | 36.0 (32.0–39.0) | 32 | 9 |
Durand[9] | 2015 | France | forward- looking | postpartum echocardiography/ Operation | 36.0 ± 3 | 285 | 41 |
Sivanandam[10] | 2015 | US | retrospective | postpartum echocardiography/ Operation | 25.6 (20.0–35.0) | 31 | 11 |
Sanitra Anuwutnavin[11] | 2015 | US | retrospective | postpartum echocardiography/ Operation | 26.1 ± 4.6 | 35 | 9 |
Gomez[12] | 2014 | Spain | retrospective | postpartum echocardiography/Operation | 27.6 ± 6.6 | 115 | 52 |
Slodki[13] | 2009 | Poland/ U.S. | retrospective | postpartum echocardiography/ Operation | 33.0 ± 3.8 | 52 | 12 |
Matsui[14] | 2008 | United Nations | retrospective | postpartum echocardiography/ autopsy | 22 (15 + 4–38 + 4) | 44 | 20 |
Dodge-Khatam[15] | 2005 | Switzerland/Germany | retrospective | Operation | baby | 86 | 63 |
CHun-Wei Lu[16] | 2006 | Taiwan | forward- looking | angiography/ Operation | newborn | 162 | 12 |
Yvan Mivelaz[17] | 2008 | Switzerland | retrospective | Operation | Infants < 3 months and > 3 months | 92 | 68 |
AliA.AlAkhfash[18] | 2013 | Saudi Arabia | retrospective | Operation | Infants ≤ 3 months | 81 | 31 |
Tamara Ilisic[19] | 2015 | US | retrospective | Operation | Baby not specified | 50 | 30 |
David M.Peng[20] | 2015 | US | retrospective | Operation | Infants younger than 30 days | 87 | 30 |
Table 2
Ultrasound parameters included in the assessment of the literature
Reference | Time | Ultrasound signs |
Chandni Patel[4] | 2018 | Carotid subclavian index, descending isthmus index, and distal transverse arch index of carotid artery |
Meaghan[5] | 2016 | Ao/PA, LV/RV, AAo-Z score, AoI-Z score, AoI/AD, persistence of diastolic flow in the posterior scaffold of the descending aorta and isthmus |
Aray[6] | 2016 | AoI d-Z score, RV/LV (d, mm), TV/LV, DA/AoI, MPA/AoI, LCSA, Aao/Dao, TAo-Dao |
Toole[7] | 2015 | TV-Z score, MV-Z score, PV-Z score, AoV-Z score, AAo-Z score, TAo-Z score, AoI -Z score, AoV/PV, RV/LV, AoI/DA, MV/TV, PLSVC, isthmus duct angle, AoI-PSV, AoI-PI |
Mărginean[8] | 2015 | AoI-Z score, AAo-Z score, AD/AoI, PA/Ao, Ao, AoI, RV/LV, PLSVC, BAV, VSD |
Durand[9] | 2015 | Ventricle and great vessel disproportion, AoV-Z score(FL and GA), AoV, PSLVC, VSD, MV, AoV, hypoplasia and angle of AoA |
Sivanandam[10] | 2015 | CSI, AoI-Z score, MV-Z score, AoV-Z score |
Sanitra Anuwutnavin[11] | 2015 | MV-Z score, AAo-Z score, TAo-Z score, AoV-Z score, PAV-Z score, AoI-Z score, PLSVC, VSD |
Gomez[12] | 2014 | TV-Z score, MV -Z score, TV/MV, PV, AoV-Z score, MPA -Z score, AAo-Z score, AoI-Z score, AoI/AD |
Slodki[13] | 2009 | AAo, PA, PAd, PA/AoA |
Matsui[14] | 2008 | vascular imbalance, PLSVC, VSD, BAV, bracket, AoI-Z score, AoI/AD |
Dodge-Khatam[15] | 2005 | carotid subclavian index |
CHun-Wei Lu[16] | 2006 | PA, AAo, DAo, AoI/AAo, AoI/DAo, transverse arch distal to left common carotid artery, the isthmus was immediately adjacent to the origin of the left subclavian artery |
Yvan Mivelaz[17] | 2008 | Carotid subclavian artery index (CSA index) and isthmus descending aorta ratio (I/D ratio) |
AliA. AlAkhfash[18] | 2013 | carotid subclavian index, isthmus/ascending aorta ratio and distal transverse arch/ascending aorta ratio |
Tamara Ilisic[19] | 2015 | Carotid artery-subclavian index, ratio of ascending aorta diameter to distance between LZKA and LPA, ratio of PTL diameter to distance between LZKA and LPA |
David M.Peng[20] | 2015 | PDA, carotid subclavian index |
6. Echocardiographic parameters and measurement methods
The mitral and tricuspid valves were measured in four-chamber views; the right and left ventricle dimensions (length, diameter, area, and volume) at end-systole, and end-diastole and the outflow tract measurements were converted to pregnancy-associated parameters using previously published sectoral data. The age-adjusted Z value and the diameter of the aortic valve were measured at the fetal long-axis angle, whereas the pulmonary valve was measured in the oblique short-axis or oblique transverse section of the fetal chest, and the aortopulmonary artery and its branches were measured in the longitudinal section. The distal transverse aortic arch diameter and the ductus arteriosus were measured in the sagittal plane. The maximum diameters of the ascending aorta, descending aorta, aortic arch, and aortic isthmus were measured in the three-vessel tracheal plane. The ductus arteriosus and the main pulmonary artery were measured in the three-vessel plane. The largest diameters of the ascending aorta, proximal transverse arch, distal transverse arch, aortic arch, and isthmus, and the distance between the left common carotid and left subclavian arteries were measured in the parasternal and/or high parasternal segment.
7.Ethics Approval declaration:
In accordance with the Declaration of Helsinki,Hospital ethics and scientific approval was obtained for this study and additional informed consent were obtained from all patients.the name of the Approval Committee is Medical Ethics Committee of the First Affiliated Hospital of Xinjiang Medical University,Ethical Approval Number:K202409-08.
8. Statistical analysis
The literature data management software Stata 15.1 (Stata Corporation, USA) was used to analyze the data of the included literature and the I² test was used to assess the heterogeneity of the included literature. The heterogeneity was assessed by the I² value. I2 ≥ 50% was considered to be heterogeneous between studies. Among them, the I² value of 0%, 25%, 50%, and 75% corresponded to no, low, medium, and high heterogeneity. In the presence of heterogeneity noted in the included studies, a random effects model was used for data analysis. When heterogeneity was detected, a fixed-effects model was used for analysis and a subgroup analysis was performed on the included studies. If the heterogeneity of a subgroup was significantly reduced, the different factors of this subgroup may be the source of this heterogeneity. Finally, the pooled sensitivity, specificity, positive likelihood ratio, negative likelihood ratio, diagnostic odds ratio, and their 95% confidence intervals were estimated. The publication bias of this meta-analysis study was assessed by the Egger's regression test, and the corresponding funnel plot was plotted.