Methods
Research objects
This study collected information on pregnant women with singleton pregnancies who underwent amniocentesis, cordocentesis (amniocentesis could not be performed due to high gestational age), or chromosomal testing of aborted tissue at the First Affiliated Hospital of Soochow University, Jiangsu Province, China and Sihong County People’s Hospital, Jiangsu Province, China from February 2018 to January 2022. Exclusion criteria included: pregnant women with body mass index less than 18.5 kg/m2 or greater than 23.9 kg/m2, use of prohibited or cautionary medications before and during pregnancy, a spouse with a clear abnormality in chromosome number or structure, incomplete information, malignancy, and a history of allogeneic blood transfusion, transplantation, stem cell therapy, immunotherapy, or radiation exposure within the 3 months before pregnancy. All samples were anonymized and did not influence or adversely affect the final pregnancy outcome. The study was approved by the Ethics Committee of the First Affiliated Hospital of Soochow University, and a waiver of informed consent was granted for this study with approval number 2021(325). We confirm that all methods were performed in accordance with relevant guidelines and regulations.
Data processing
Information was collected on maternal age, gestational age, medical history (including IVF-ET, RSA and fetal malformations) and prenatal aneuploidy screening results (including primary screening and NIPT). Prior to the logistic regression analysis, four groups were created: under 20 years, 20–34 years, 35–39 years and 40 years and older, with 20–34 years being the unexposed group and the remaining groups being the exposed group. Similarly, cases with unremarkable medical history were included in the unexposed group and cases with a history of IVF-ET, RSA and fetal malformations were included in the exposed group. The incidence of each type of fetal aneuploidy under different maternal risk factors was counted based on karyotype reports of fetal or aborted tissue.
In this study, the risk levels for prenatal aneuploidy screening and NIPT were determined according to relevant guidelines and expert consensus in mainland China. In short, all pregnant women should undergo primary screening and NIPT is not necessary for all. The decision on the need for prenatal diagnosis is also based on these results. It is important to emphasize that the doctor only provides guidance and advice throughout the pregnancy and that the pregnant woman has complete independence of choice. For primary screening, any of the following is considered high risk: NT < 2.5–3.0 mm in early pregnancy, abnormal fetal growth parameters throughout pregnancy and a Down’s screening result above 1/270 of the cut-off (biochemical markers and algorithms are being introduced to estimate risk, including AFP, total hCG, unconjugated estriol and free beta-hCG). For NIPT, free fetal DNA fragments purified from maternal peripheral plasma are sequenced using DNA sequencing technology, and the results are subjected to data processing and bioinformatic analysis. The NIPT is considered high risk if the detection risk index exceeds a threshold of 3, otherwise it is considered low risk. Based on the results of primary screening and NIPT, karyotypes were counted under different screening results.
Statistical analysis
In the study of the correlation between maternal age and fetal aneuploidy, 20–34 years was defined as the unexposed group. Binary logistic regression analysis was first used to analyze the association between aneuploidy and each exposed group and to calculate the correlation strength index OR with the relevant statistical parameters. Multiple logistic regression analysis was then used to further analyze the association between different aneuploidy types (including T21, T18, T13 and SCAs) and each exposure group. In the correlation study between medical history and fetal aneuploidy, the unremarkable medical history was defined as the unexposed group and the analysis procedure was as above.
For the clinical evaluation of prenatal aneuploidy screening, we assessed indicators of validity (including TPR, TNR, FPR, FNR, Jordan index) and indicators of predictive value (including PPV and NPV). Further statistics on the accuracy of primary screening and NIPT were based on karyotype reports. Binary logistic regression was then used to analyze the correlation between maternal factors, gestational week of testing and screening accuracy. Maternal age (in years) and gestational age (in weeks) were used as measures in the statistical analysis. In the analysis of medical history, the unremarkable medical history was defined as the unexposed group.
Excel 16.6 (Microsoft Corporation, released 2016) was used for data collection and enumeration data were expressed as frequencies, proportions or constituent ratios. SPSS 22.0 (IBM, released 2019) was used for statistical analysis. Prism 9.0 (Graphpad, Inc., released in 2020) was used to visualize the statistical results.
Discussion
Our results support an association between maternal age and fetal aneuploidy. It is well known that AMA (maternal age over 35 years) increases the risk of fetal aneuploidy [
3,
4] and we also found that AMA is more likely to be associated with T13 and SCAs. It is important to note that T21 is the earliest identified and most easily understood human autosomal aberration and is the most easily identified in prenatal aneuploidy screening. Therefore, in actual clinical practice, many embryos or fetuses with T21 do not undergo chromosomal diagnosis. Therefore, our results do not prove that T13 and SCAs are more common in AMA than T21. Furthermore, the present study shows that adolescent pregnancies (maternal age < 20 years) seem to be riskier than AMA, especially in T13. Some studies have reported an association between adolescent pregnancies and adverse pregnancy outcomes, including preterm birth, miscarriage, high neonatal mortality, high infant mortality, high under-five mortality and fetal growth restriction [
5‐
7], and other studies have reported that births to young mothers may be a marker of low fertility [
8].
It was very difficult to collect samples under the age of 20 in this study as the legal age of marriage for women in mainland China is 20 and the principle of patient autonomy is respected in the consultation process. Therefore, we could not collect a larger amount of samples of teenage pregnancies. Also, we cannot force all pregnant women to undergo karyotyping of fetus or aborted tissue. This is a retrospective cohort study and we cannot intervene or give guidance beyond the principles of treatment. However, at least we observed some positive results in all samples that reported karyotyping. WHO estimates that adolescent pregnancies account for 11% of all births worldwide, with more than 95% of these occurring in developing countries [
9]. This study provides a sound theoretical basis for reducing adolescent pregnancy, improving reproductive health and implementing public health interventions in low- and middle-income countries.
There is increasing evidence of an association between maternal risk factors and aneuploidy pregnancy loss [
10,
11] and this study also supports an association between a history of specific medical conditions and fetal aneuploidy. Of the special medical histories collected, a history of fetal malformations was associated with a higher risk of aneuploidy and was more likely to have T13 and T18. A history of RSA was associated with a slightly higher risk of T18 than T13, whereas a history of IVF-ET was more likely to have T18 and SCAs. This finding is more easily explained by the fact that embryos with severe chromosomal abnormalities tend to stop growing early in pregnancy, whereas fetuses with chromosomal abnormalities but who are barely viable often have a variety of malformations or disorders [
12,
13].
Notably, the findings of increased risk of fetal aneuploidy with IVF appear to be inconsistent with previous reports [
14‐
16]. We conducted further follow-up and found that although fetal malformations or RSA could not be diagnosed prior to IVF, there must have been some specific reasons for choosing IVF, such as older maternal age, biochemical pregnancy or only one case of embryonic arrest, and untested aborted tissue. In addition to the IVF process itself, ovarian stimulation and cryopreservation are potential factors contributing to fetal aneuploidy [
17,
18] and we must acknowledge that the aforementioned confounding factors were not controlled for in this study and it was difficult for us to do so. There is no doubt that the rapid development of ART has solved many fertility problems. However, as the technology has become more widespread, it has been found that most couples are more likely to achieve a normal chromosomal pregnancy without ART [
19]. Although PGT-A can accurately detect most chromosomal abnormalities in embryos, we cannot force all couples undergoing IVF-ET to undergo PGT, which would have socio-economic and reproductive ethical implications. At the same time, there is still an urgent need for PGT to overcome some technical problems, such as the low efficiency of chimerism detection [
20].
Prior to the discovery and popularization of NIPT, sequential screening by ultrasound combined with serology was the most effective screening method for prenatal chromosomal abnormalities. In this study, the TPR and NPV of primary screening were 73.24 and 98.23%, respectively, essentially achieving the goal of identifying normal karyotypes. For experimental results where specific medical history improved the accuracy of primary screening, we analyzed them in the context of practical clinical work and found that there was a greater degree of diagnostic suspicion bias. For example, sonographers will perform more detailed examinations on pregnant women with a specific medical history, leading to more reliable results.
Further combination of primary screening and NIPT methods has yielded greater health economic benefits [
21,
22]. NIPT had high sensitivity and specificity in this study, with high PPV in T21 (89.92%) and T18 (69.77%) and moderate PPV in T13 (53.49%) and SCAs (43.24%), which is generally consistent with previous reports [
23‐
26]. Apart from aneuploidy, NIPT has also made some breakthroughs in the diagnosis of chromosomal abnormalities such as monogenic diseases and copy number variants [
27‐
30]. In conclusion, NIPT is of great social and economic value in accurately screening fetuses with trisomy and SCAs, thereby improving reproductive health [
21,
31].
Due to the extremely low levels of cffDNA, the accuracy of NIPT analysis is highly dependent on the presence of sufficient cffDNA in the sample [
32]. In this study, maternal age, early gestational age at NIPT testing or a history of IVF-ET were found to reduce the accuracy of the test, all of which were directly related to the cffDNA ratio in the peripheral blood. The cffDNA ratio has been reported to be negatively correlated with maternal age and positively correlated with gestational age [
33,
34]. In addition, one study showed that cffDNA was reduced in ART patients compared to natural pregnancies and that cf. fdna was more significantly reduced in ART pregnancies after fresh ET than after frozen ET [
35]. Recent studies have also found a significantly higher false positive rate in the ART population, especially for T13 and SCAs [
36]. In addition to prenatal aneuploidy screening, the NIPT technique, based on plasma cell-free DNA testing, has been applied to cancer diagnosis and the assessment of immune rejection after transplantation [
37].
Maternal occult tumors have been shown to cause NIPT results to be inconsistent with karyotype reports [
38]. This raises concerns about the 121 NIPT results in our sample that were inconsistent with the karyotype report, although we did not follow up pregnant women with cancer. Primary care physicians should emphasize the significance and importance of cancer screening to pregnant women. Furthermore, NIPT has limited ability to identify sex and screen for chromosomal abnormalities in multiple pregnancies, and the efficiency of the test is inconsistent. Therefore, greater caution should be exercised in interpreting NIPT results in women with multiple pregnancies [
39,
40].
To further improve the accuracy of NIPT in prenatal aneuploidy screening, many scholars have explored various aspects of bioinformatics technology and software engineering to improve the technology [
41,
42]. Domestic scholars have found that cffRNA is more stable in maternal circulation [
43]. Although NIPT has many clear advantages, the introduction of NIPT into routine antenatal care in many countries has also raised a number of ethical issues [
31]. The debate has centered on the impact of prenatal aneuploidy screening on pregnancy outcomes and the fact that equal access to healthcare for every pregnant woman is a core principle in areas of self-paying NIPT [
44,
45]. Therefore, the need for high-quality pregnancy counselling and a well-developed process for prenatal aneuploidy screening challenges the quality of maternal health services in each country [
46,
47].
Finally, some limitations of this study need to be explained. Studies have shown an association between paternally inherited risk factors and adverse pregnancy outcomes [
48]. Paternal information was not collected in this study, which may have confounded the results to some extent. The results of this study are not representative of the overall level of screening in mainland China. The service area mainly covers the whole of southern and northern Jiangsu province and parts of Anhui province. This is one of the most developed and modernized regions in mainland China. Again, the results of this study are not representative of the incidence of fetal aneuploidy in the region. The sample is influenced by the actual clinical practice and guidelines for prenatal aneuploidy screening and does not represent the findings of the whole or randomly selected population in the region.
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