- Research article
- Open Access
Caesarean section in pregnancies conceived by assisted reproductive technology: a systematic review and meta-analysis
BMC Pregnancy and Childbirth volume 21, Article number: 244 (2021)
Caesarean section rates are higher among pregnancies conceived by assisted reproductive technology (ART) compared to spontaneous conceptions (SC), implying an increase in neonatal and maternal morbidity. We aimed to compare caesarean section rates in ART pregnancies versus SC, overall, by indication (elective versus emergent), and by type of ART treatment (in-vitro fertilization (IVF), intracytoplasmic sperm injection (ICSI), fresh embryo transfer, frozen embryo transfer) in a systematic review and meta-analysis.
We searched Medline, EMBASE and CINAHL databases using the OVID Platform from 1993 to 2019, and the search was completed in January 2020. The eligibility criteria were cohort studies with singleton conceptions after in-vitro fertilization and/or intracytoplasmic sperm injection using autologous oocytes versus spontaneous conceptions. The study quality was assessed using the Newcastle Ottawa Scale and GRADE approach. Meta-analyses were performed using odds ratios (OR) with a 95% confidence interval (CI) using random effect models in RevMan 5.3, and I-squared (I2) test > 75% was considered as high heterogeneity.
One thousand seven hundred fifty studies were identified from the search of which 34 met the inclusion criteria. Compared to spontaneous conceptions, IVF/ICSI pregnancies were associated with a 1.90-fold increase of odds of caesarean section (95% CI 1.76, 2.06). When stratified by indication, IVF/ICSI pregnancies were associated with a 1.91-fold increase of odds of elective caesarean section (95% CI 1.37, 2.67) and 1.38-fold increase of odds of emergent caesarean section (95% CI 1.09, 1.75). The heterogeneity of the studies was high and the GRADE assessment moderate to low, which can be explained by the observational design of the included studies.
The odds of delivering by caesarean section are greater for ART singleton pregnancies compared to spontaneous conceptions. Preconception and pregnancy care plans should focus on minimizing the risks that may lead to emergency caesarean sections and finding strategies to understand and decrease the rate of elective caesarean sections.
Infertility, defined as the inability to conceive after 12 or more months of regular unprotected intercourse, affects 12–15% of couples [1, 2]. Between 1 and 5% of children in industrialized countries are born following assisted reproductive technologies (ART) . ART has been associated with higher caesarean section rates compared to women who conceive spontaneously .
The overall rate of caesarean sections continues to increase at a rapid rate. The ideal caesarean section rate is 10–15% according to the World Health Organization (WHO) , which states that population level rates higher than 10% are not associated with reductions in maternal and neonatal mortality . Globally, the rate of caesarean section has increased from 12.1% in 2000 to 21.1% in 2015 .
Previous studies have compared caesarean sections between fresh and frozen embryo transfer in ART pregnancies , in oocyte donation pregnancies , and in multiple pregnancies conceived by IVF [9, 10]. Two systematic reviews and meta-analyses published in 2004 estimated an increased risk of caesarean delivery among the IVF/ICSI population [11, 12], followed by a third meta-analysis published in 2012 which confirmed those findings . However, the identification of associated treatment factors has not been addressed in previous meta-analyses. This can help to establish care plans for women undergoing ART to improve pregnancy deliveries and to reduce possible harm in unnecessary caesarean sections in these pregnancies.
The objective of the present study is to conduct a systematic review and meta-analysis to assess the risk of caesarean section in IVF/ICSI singleton pregnancies compared to spontaneous conceptions, overall and by indication (elective versus emergent), and by type of ART treatment (IVF, ICSI, fresh embryo transfer, and frozen embryo transfer).
Search strategy and information sources
We conducted a literature search from 1993 to 2019 on MEDLINE, EMBASE and the cumulative index to nursing and allied health literature (CINAHL) database using the OVID Platform. The search was completed in January 2020. MeSH terms and the indexing of terms were used. The keywords used in database searches were; in vitro fertilization/or intracytoplasmic sperm injection/, fertilization in vitro, in vitro fertilization*.mp., reproductive techniques assisted, caesarean section/ or repeat caesarean section/, cesarean section*mp., ceasarean section*.mp., caesarean section*.mp., c-section*.mp., caesarean delivery, caesarean section, elective. Keywords with the notation “*mp” indicate the plural form of that term was searched, and the term was also searched as a keyword (See supplementary materials, Additional file 1). Additionally, search criteria included studies after 1990 limited to only English and French literature and grey literature. References of past systematic reviews were also searched for relevant articles to include in the review. The PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-analyses) Statement  was followed in preparation of this manuscript. PROSPERO register (CRD42020165075).
Study selection and eligibility criteria
Two team members independently performed the title and abstract screening and conducted full text screening (NAL, FTSE). Conflicts were resolved by consensus or by a third team member (MPV). Criteria to identify eligible publications for the current review were established using the PICOS (Population-Intervention- Comparators-Outcomes-Study design) framework. The inclusion criteria were singleton pregnancies conceived using ART (IVF and/or ICSI) with autologous oocytes compared to spontaneously conceived singleton pregnancies. The exclusion criteria were pregnancies conceived using intrauterine insemination (IUI), exclusive ovulation induction, or IVF/ICSI using donor gametes (oocyte, embryo or sperm), gestational surrogacy and twins or higher order multiples pregnancies.
Exposure and outcome measures
The main exposure was IVF and/or ICSI combined. Additional analyses were conducted by type of fertilization (IVF or ICSI), and type of embryo transfer (fresh or frozen). The outcomes of interest were caesarean section, overall and by indication (e.g. elective and emergent caesarean section). We used the Lucas et al. classification of urgency of caesarean section , grouped as emergent (grade I: emergent and grade II: urgent) and elective (grade III: scheduled and grade IV: elective). Most literature classifies caesarean section as elective or emergent, where an elective caesarean section is one performed for nonclinical reasons and an emergent caesarean section is one performed due to an immediate threat to the life of the woman or fetus .
Assessment of heterogeneity
The similarity between the included studies (mainly regarding study design and clinical characteristics) was assessed to ensure pooling was appropriate. The I2 statistic was used to analyze heterogeneity. High heterogeneity is indicated by a percentage greater than 75%.
Risk of bias and quality assessment
Risk of bias and quality assessment of included studies was performed independently by two authors (NAL, FTSE). Conflicts were resolved by consensus or by a third team member (MPV). Study quality was assessed by two reviewers using the Newcastle-Ottawa Scale (NAL, FTSE). This system involves eight scored items, each included study was evaluated in these categories and received a total score ranging from 0 to 9 points. A score of 8 or 9 indicates a high-quality study, a score of 6 to 7 indicates a moderate quality study, and < 5 low quality study . Publication bias was assessed by Funnel Plot graphics using RevMan 5.3 software if the pooled analysis included more than 10 studies (Additional file 2) . In addition, a senior investigator (FTSE) applied the GRADE (Grading of Recommendations Assessment, Development, and Evaluation) approach to rate the quality of the evidence using GRADE Profiler (GRADEpro), version 3.6 .
Data extracted from included studies was composed into 2 × 2 tables to conduct a meta-analysis using RevMan 5.3 software. Studies with similar outcomes were pooled together and the tables were used to calculate crude odds ratios. For the outcome of caesarean section, measures of association were reported as odds ratios with a 95% confidence interval. Data was analyzed using the random effect model which assumes heterogeneity and the significance of the pool odds ratio was analyzed using the Mantel-Haenszel statistical method. When conducting the meta-analysis, the number of individuals undergoing caesarean section for five studies [18,19,20,21,22] needed to be estimated based on percentages provided as no explicit number was stated in the study.
This systematic review and meta-analysis did not involve consumer and community participation. The study was approved by the Queen’s University Health Sciences & Affiliated Teaching Hospitals Research Ethics Board on October 29, 2019 (Reference number OBGY-357-19). Additionally, informed consent was not applicable in this study as there were no human participants involved.
There were a total of 1750 studies resulting from the search of MEDLINE, EMBASE and CINAHL databases. An additional 12 studies were identified through manual examination of the references from the initial search. Figure 1 displays the process of screening and selecting the studies for the review and meta-analysis. During full text screening, three studies were identified as having used the same cohort study and as such the most recent study was included  and the other two studies removed [24, 25]. A total of 34 studies were included in the review and meta-analysis, of which 17 were matched cohort studies [18, 20, 23, 26,27,28,29,30,31,32,33,34,35,36,37,38,39] and 17 unmatched cohort studies [19, 21, 22, 40,41,42,43,44,45,46,47,48,49,50,51,52,53]. Excluded manuscripts are listed in Additional file 3.
The characteristics of each study selected for this review are presented in Table 1. Studies were conducted in Europe (n = 23), Canada (n = 3), The United States (n = 2) and Asia (n = 6). Twenty-nine studies were retrospective cohort studies [18, 20, 21, 23, 26,27,28, 30,31,32,33,34,35,36,37,38,39,40,41,42,43, 46,47,48,49,50,51,52,53], while five were prospective cohort studies [19, 22, 29, 44, 45]. Twenty-two of the selected studies were hospital based cohort studies [19,20,21,22, 26,27,28,29, 32,33,34, 36,37,38,39,40,41, 44, 46, 51,52,53], while twelve of the selected studies were population based cohort studies [18, 23, 30, 31, 35, 42, 43, 45, 47,48,49,50]. Fourteen studies provided data on exclusively IVF procedures [18, 20,21,22, 28,29,30, 32, 35, 39, 43, 44, 46, 47], and six studies on ICSI procedures [18, 19, 28, 35, 44, 47]. Seven studies reported data on fresh embryo transfer [23, 26, 29, 35, 40, 43, 50], and six reported frozen embryo transfer [23, 26, 35, 40, 43, 50]. Additionally, ten studies reported on the type of caesarean section performed, either elective or emergent [20, 30, 34, 36, 37, 39, 41, 47, 48, 51].
IVF/ICSI versus spontaneous conception
Thirty-four studies met the inclusion criteria [18,19,20,21,22,23, 26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53], resulting in 164,603 pregnancies following IVF/ICSI compared to 3,845,643 spontaneous conceptions. The pooled OR was 1.90 (95% CI 1.76, 2.06) with high heterogeneity between the studies I2 = 96% (Fig. 2). Seventeen studies were matched or adjusted cohorts [18, 20, 23, 26,27,28,29,30,31,32,33,34,35,36,37,38,39], and seventeen unmatched cohorts [19, 21, 22, 40,41,42,43,44,45,46,47,48,49,50,51,52,53]. The quality of individual studies according to the NOS was moderate to high with NOS scores ranging from 4 to 9, of which 25 studies had scores of 8 or 9 (Table 1). Publication bias was low as demonstrated by a funnel plot with symmetric distribution (Additional file 2, Fig. 1). The GRADE quality assessment was moderate (Additional file 4).
Elective caesarean section
Ten studies met the inclusion criteria and reported data on elective caesarean sections (n = 27,799 pregnancies following IVF/ICSI compared to 337,128 spontaneous conceptions) [20, 30, 34, 36, 37, 39, 41, 47, 48, 51]. The pooled OR was 1.91 (95% CI 1.37, 2.67) with high heterogeneity between the studies I2 = 97% (Fig. 3). Six studies were matched cohorts [20, 30, 34, 36, 37, 39], and four unmatched cohorts [41, 47, 48, 51]. The quality of studies was moderate to high with NOS scores ranging from 7 to 9 (Table 1). The GRADE quality assessment was moderate (Additional file 4).
Emergent caesarean section
Eight studies also met the inclusion criteria and reported data on emergent caesarean sections (n = 19,862 pregnancies following IVF/ICSI compared to 99,386 spontaneous conceptions) [20, 30, 34, 36, 37, 39, 48, 51]. The pooled OR was 1.38 (95% CI 1.09,1.75) with high heterogeneity between the studies I2 = 89% (Fig. 3). Six studies were matched cohorts [20, 30, 34, 36, 37, 39], and two unmatched cohorts [48, 51]. The quality of studies was high with NOS scores ranging from 8 to 9 (Table 1). The GRADE quality assessment was moderate (Additional file 4).
In vitro fertilization (IVF) versus spontaneous conception
Fourteen studies met the inclusion criteria (n = 71,685 IVF pregnancies vs. 3,419,104 spontaneous conceptions) [18, 20,21,22, 28,29,30, 32, 35, 39, 43, 44, 46, 47]. The pooled OR was 2.07 (95% CI 1.86, 2.30) with high heterogeneity between the studies I2 = 94% (Fig. 4). Eight studies were matched cohorts [18, 20, 28,29,30, 32, 35, 39], and six unmatched cohorts [21, 22, 43, 44, 46, 47]. The quality of studies according to the NOS was moderate to high with NOS scores ranging from 6 to 9 (Table 1). The GRADE quality assessment was moderate (Additional file 4).
Intracytoplasmic sperm injection (ICSI) versus spontaneous conception
Six studies met the inclusion criteria (n = 15,926 ICSI pregnancies vs. 277,187 spontaneous conceptions) [18, 19, 28, 35, 44, 47]. The pooled OR was 1.66 (95% CI 1.28, 2.15) with high heterogeneity between the studies I2 = 97% (Fig. 4). Three studies were matched cohorts [18, 28, 35], and three unmatched cohorts [19, 44, 47]. The quality of studies according to the NOS was moderate to high with NOS scores ranging from 6 to 9 (Table 1). The GRADE quality assessment was moderate (Additional file 4).
Fresh embryo transfer versus spontaneous conception
Seven studies met the inclusion criteria (n = 83,688 following fresh embryo transfer compared to 2,074,100 spontaneous conceptions) [23, 26, 29, 35, 40, 43, 50]. The pooled OR was 1.55 (95% CI 1.41, 1.69) with high heterogeneity between the studies I2 = 93% (Fig. 5). Three studies were matched cohorts [23, 26, 35], and two unmatched cohorts [40, 50]. The quality of studies was moderate to high with NOS scores ranging from 7 to 9 (Table 1). The GRADE quality assessment was low (Additional file 4).
Frozen embryo transfer versus spontaneous conception
Six studies met the inclusion criteria (n = 17,392 pregnancies following frozen embryo transfer compared to 2,069,165 spontaneous conceptions) [23, 26, 35, 40, 43, 50]. The pooled OR was 1.82 (95% CI 1.65, 2.01) with high heterogeneity between the studies I2 = 79% (Fig. 5). Three studies were matched cohorts [23, 26, 35], and two unmatched cohorts [40, 50]. The quality of studies was moderate to high with NOS scores ranging from 7 to 9 (Table 1). The GRADE quality assessment was low (Additional file 4).
Our study indicates that IVF/ICSI pregnancies are associated with higher odds of caesarean section compared to spontaneous conceptions. The odds were also greater for elective caesarean sections compared to spontaneous conceptions than for emergent caesarean sections. This trend was also apparent, in IVF or ICSI, and fresh or frozen embryo transfer, compared to spontaneous conception. Our study presents updated rates of caesarean section between ART and spontaneous pregnancies, with 16 studies conducted after 2012. In addition, we considered type of treatment (IVF, ICSI, fresh, and frozen embryo transfer) as independent factors. A strength of the study is the type of included studies. While the quality scores ranged from low to high with scores from 4 to 9, 25 studies (75%) were considered high quality studies. Furthermore, majority of the included studies, with the exception of two studies, considered potential confounders in the analysis. According to the GRADE approach, the quality of the caesarean section effect estimate, overall, by indication (emergent, elective), IVF, or ICSI was moderate, while it was low for Fresh or Frozen embryo transfer. The high heterogeneity (I2 > 75%) and low GRADE scores in some of the subgroup analyses can be explained by variations in the definition of the outcomes and/or indication of emergent or elective caesarean section, and inclusion and exclusion criteria including maternal age, type of ART, and infertility diagnosis among others. Differences in the study populations can also account for the high heterogeneity. Our review included studies from different income countries. The rates of caesarean section differ among these countries, with high-income countries, showing increased rates during the past three decades . The type of health care system (public, private) is also associated with caesarean section rates, with private health systems cited as the most important structural factor in increased caesarean delivery [55, 56]. These same factors are associated with access to ART, with documented widespread disparities in access to ART between countries, and between private and public health care systems . In addition, our analysis included only observational studies and not randomized clinical trials (to our knowledge inexistent in this context) which may negatively influence the quality of the evidence. However, the large sample size of our pooled analysis and long observation periods overcome these limitations.
Comparison with existing literature
These results are consistent with the findings of three past systematic reviews and meta-analyses which examined obstetric and perinatal outcomes among the IVF/ICSI population compared to spontaneous conceptions [4, 11, 12]. Pandey et al. (2012) reported that the relative risk of having a caesarean section was 1.56 (95% CI 1.51–1.60) in IVF/ICSI conceptions compared to spontaneous conceptions . They also reported a statistically increased risk of caesarean section in singleton frozen embryo transfer pregnancies compared with singletons from spontaneous conception with a relative risk ratio of 1.76 (95% CI 1.65–1.87) . However, they did not evaluate and present findings on the caesarean section rates based on fertilization mode (IVF or ICSI), or other fresh embryo transfer. Helmerhorst et al. (2004) reported that rates of caesarean section were significantly higher after ART compared to spontaneous conception, with a relative risk ratio of 1.54 (95% CI 1.44–1.66) in singleton matched births . The findings of these two systematic reviews support the results in this study which exhibited that there is an increased risk for caesarean section in singleton IVF/ICSI populations and frozen embryo transfer populations compared to spontaneous conception groups. Additionally, our results are similar to a meta-analysis conducted by Jackson et al. (2004) reporting a 2.13-fold increased risk of caesarean delivery among the IVF/ICSI population (OR = 2.13, 95% CI 1.72, 2.63) . They also reported a 1.92-fold increased risk of elective caesarean section (OR = 1.92, 95% CI 1.49, 2.48) and a 1.47-fold increased risk of emergent caesarean section (OR = 1.47, 95% CI 1.09, 1.98) among the IVF/ICSI population compared to the spontaneous conception group . However, Helmerhorst et al. (2004) and Jackson et al. (2004) did not analyze and present findings on the caesarean section rates based on fertilization mode (IVF or ICSI), or by fresh or frozen embryo transfer.
Pregnancies following ART have a higher risk of adverse maternal and neonatal outcomes, which can explain the higher rate of emergent caesarean sections compared to spontaneous conceptions [58, 59]. However, provider or patient factors associated with a higher rate of elective caesarean section in ART pregnancies need to be further investigated.
Conclusions and implications
The probability of singleton pregnancies ending in delivery by caesarean section is higher in women who conceive using ART compared to spontaneous conceptions. As access to ART has increased worldwide, there is a need to determine why caesarean sections are more common following ART than in spontaneous conceptions, and how these rates can be decreased. While the rate of caesarean section is one important health quality measure, maternal satisfaction and choice, as well as local resources and guidelines are other considerations in choosing mode of delivery. These factors were not considered in the present review. Future quantitative and qualitative studies need to address both provider and patient beliefs and preferences to offer further insight on the drivers of these findings. Preconception and pregnancy care plans following ART should focus on minimizing the risks that may lead to emergency caesarean sections. Furthermore, effective knowledge translation interventions are needed at different levels (organizational, providers, and patients) to decrease elective caesarean sections in pregnancies conceived by ART .
Availability of data and materials
The datasets supporting the conclusions of this article are included within the article and its additional files.
Assisted reproductive Technologies
In vitro fertilization
Intracytoplasmic sperm injections
Cumulative index to nursing and allied health literature
Preferred Reporting Items for Systematic Reviews and Meta-analyses
Population-Intervention- Comparators-Outcomes-Study design
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This study was supported by the Canadian Institutes of Health Research (CIHR) Institute of Human Development, child and Youth Health (IHDCYH), Clinician Investigators Program, Grant number MFM – 146444. The opinions, results and conclusions reported in this article are those of the authors and are independent from the funding sources. The funding body had no role in the design of the study, collection, analysis, and interpretation of data, and in writing the manuscript.
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This systematic review and meta-analysis did not involve consumer and community participation. The study was approved by the Queen’s University Health Sciences & Affiliated Teaching Hospitals Research Ethics Board on October 29, 2019 (Reference number OBGY-357-19).
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Lodge-Tulloch, N.A., Elias, F.T.S., Pudwell, J. et al. Caesarean section in pregnancies conceived by assisted reproductive technology: a systematic review and meta-analysis. BMC Pregnancy Childbirth 21, 244 (2021). https://doi.org/10.1186/s12884-021-03711-x
- Elective caesarean section
- Emergent caesarean section
- Frozen embryo transfer
- Fresh embryo transfer
- In-vitro fertilization (IVF)
- Intracytoplasmic sperm injection (ICSI)
- Maternal outcomes