Results
During the study periods, 428 patients underwent 672 FET cycles. Patients were divided accordingly into 3 groups: the immune group consisted of 141 patients who underwent 264 FET cycles, whereas the not-immune2021 and not-immune2019 groups consisted of 93 and 194 patients undergoing 125 and 283 FET cycles, respectively.
Tables 1 and 2
detail the baseline clinical characteristics, etiology of infertility, and clinical outcomes of the 5 different FET groups in the 2 study periods. One-way analysis of variance with post hoc Bonferroni was used for normal distributed parameters (age and progesterone), and the Kruskal-Wallis test was used for parameters with abnormal distributions (body mass index, time interval, endometrial thickness, peak estradiol levels, and number of embryos transferred). The mean patient age, body mass index, and prevalence of smoking were comparable between the study groups. The types of endometrial preparation were based mostly on spontaneous natural cycles (86% across all groups) and were comparable between the different study groups. Moreover, the mean endometrial thickness, peak estradiol, and progesterone levels were similar in the 3 study groups. Table 1 Patients’ baseline clinical characteristics. Clinical characteristics Postinfection Postvaccination Immune group Not-immune2021 group Not-immune2019 group P value Number of patients 26 (18.4% of immuned) 115 (81.6% of immuned) 141 93 194 Number of cycles 44 220 264 125 283 Mean interval between COVID-19–positive test/second vaccine to postinfection FET cycle, d (mean ± SD) 153 + 93 79 + 46 100 + 63 --- --- Age, y (mean ± SD) 28.9 + 4.5 30.4 + 4.4 30.1 + 4.4 30.7 + 4.1 31 + 3.9 .135 Body mass index, kg/m 2 (mean ± SD) 24.9 + 4.6 25.2 + 5.9 25.2 + 5.6 24.6 + 5.5 21.6 + 8.9 .08 Smoking (%) 2/26 (7.7) 11/115 (9.6) 13/141 (9.2) 10/93 (10.8) 31/194 (16.0) .26 Type of infertility Male (%) 11/26 (42.3) 40/115 (34.8) 51/141 (36.2) 37/93 (39.8) 91/194 (47.0) .2 Tubal (%) 2/26 (76.9) 11/115 (9.6) 13/141 (9.2) 8/93 (8.6) 25/194 (12.9) .71 Endometriosis (%) 0 9/115 (7.8) 9/141 (6.4) 5/93 (5.4) 11/194 (56.7) .91 Unexplained infertility (%) 3/26 (11.5) 14/115 (12.2) 17/141 (12.1) 11/93 (11.8) 27/194 (13.9) .97 Ovulatory disorder (%) 3/26 (11.5) 10/115 (8.7) 13/141 (9.2) 11/93 (11.8) 24/194 (12.4) .82 Uterine factor (%) 1/26 (3.8) 1/115 (0.9) 2/141 (1.4) 1/93 (1.08) 5/194 (2.6) .68 Others (%) 8/26 (30.8) 46/115 (40.0) 54/141 (38.3) 42/93 (45.2) 61/194 (31.4) .18 Note: COVID-19 = coronavirus disease 2019; FET = frozen-thawed embryo transfer. Table 2 Frozen-thawed embryo transfer cycle characteristics and clinical outcomes. Cycle characteristics Postinfection Postvaccination Immune group Not-immune2021 group Not-immune2019 group P value FET cycle characteristics Number of ET 44 220 264 125 283 Spontaneous natural cycle (%) 38/44 (86.3) 191/220 (86.8) 229/264 (86.7) 108/125 (86.4) 245/283 (86.6) .99 Mean endometrial thickness, mm (mean ± SD) 9.9 + 1.9 9.5 + 2 9.6 + 2 9.5 + 1.9 9.7 + 1.9 .68 Mean peak E2, pmol/L(mean ± SD) 773 + 323 910 + 574 886 + 540 895 + 420 1112 + 645 .99 Number of embryos transferred 50 255 305 141 349 Median number of embryos transferred (IQR) 1 (1–1) 1 (1–1) 1 (1–1) 1 (1–1) 1 (1–1) Cleavage-stage embryo transfer rate per transfer 29/44 (65.9) 119/220 (54.0) 148/264 (56.1) 67/125 (53.6) 179/283 (63.2) .13 Clinical outcomes Number of positive β-hCG 16 58 74 36 75 Positive β-hCG per transfer (%) 16/44 (36.4) 58/220 (26.4) 74/264 (28.0) 36/125 (28.8) 75/283 (26.5) .71 Positive β-hCG per patient (%) 16/26 (61.5) 58/115 (50.4) 74/141 (52.5) 36/93 (38.7) 75/194 (38.7) .017 Number of sacs observed 14 57 71 34 71 Implantation rate (%) 14/50 (28.0) 57/255 (22.3) 71/305 (23.2) 34/141 (24.1) 71/349 (20.3) .71 Number of clinical pregnancies 13 55 68 33 65 Clinical pregnancy rate per transfer (%) 13/44 (29.5) 55/220 (25.0) 68/264 (25.6) 33/141(26.4) 65/283 (23.0) .86 Number of ongoing pregnancies 12 54 66 32 65 Ongoing pregnancy rate per transfer (%) 12/44 (27.3) 54/220 (24.5) 66/264 (25.0) 32/141 (22.7) 65/283 (23.0) .95 Note: β-hCG = β-human chorionic gonadotropin; E2 = estradiol; ET = embryo transfer; FET = frozen-thawed embryo transfer; IQR = interquartile range; P = progesterone.
Patients’ baseline clinical characteristics.
Note: COVID-19 = coronavirus disease 2019; FET = frozen-thawed embryo transfer.
Frozen-thawed embryo transfer cycle characteristics and clinical outcomes.
Note: β-hCG = β-human chorionic gonadotropin; E2 = estradiol; ET = embryo transfer; FET = frozen-thawed embryo transfer; IQR = interquartile range; P = progesterone.
The implantation rates (23.2% vs. 24.1% vs. 20.3%), positive β-human chorionic gonadotropin (28% vs. 28.8% vs. 26.5%), clinical pregnancy rates (25.6% vs. 26.4% vs. 23%), and ongoing pregnancy rates (25% vs. 22.7% vs. 23%) per transfer were similar between the immune and not-immune2021 and not-immune2019 groups (respectively).
Immunized patients were further divided into 2 subgroups, postinfection (44 FET cycles) and postvaccination (220 FET cycles). No in-between subgroup differences or differences between these subgroups and the 2 not immune control groups were observed in patients’ clinical characteristics or in FET cycle characteristics and clinical outcomes ( Tables 1 and 2 ).
Materials
This is a single-center cohort, retrospective analysis of all consecutive patients attending our IVF center because of different causes of infertility who underwent FET cycles between January 2019 and August 2019 and January 2021 and August 2021. The authors assert that all procedures contributing to this work comply with the ethical standards of the relevant national and institutional committees on human experimentation and with the Helsinki Declaration of 1975, as revised in 2008. The study was approved by the institutional research ethics board of Sheba Medical Center.
The study group (immune group) consisted of patients treated during the COVID-19 pandemic (between January 2021 and August 2021) who either recovered from COVID-19 infection or received the mRNA SARS-CoV-2 vaccine. The control group consisted of patients who were treated during the COVID-19 pandemic (between January 2021 and August 2021) but were not infected or did not receive the mRNA SARS-CoV-2 vaccine (not-immune2021 group) and those who were treated between January 2019 and August 2019 (before the pandemic) (not-immune2019 group).
The type of endometrial preparation used was decided by the treating physician and largely depended on the fashion at the time. Endometrial preparation and transfer procedure were performed as previously described ( 10 ). Patients aged 18–38 years were included. None of the embryos underwent preimplantation genetic testing for aneuploidy, which is not a common practice in our country.
Embryos were cryopreserved by vitrification, using a vitrification kit (SAGE Vitrification Kit; SAGE Media, Trumbull, CT), on cleavage or blastocyst stages. The vitrification-warming method was performed as previously described ( 11 ). Only high-quality embryos were considered for vitrification. The number of embryos transferred complied with the Israeli National Ministry of Health guidelines and was confirmed by patient approval or request. According to our laboratory procedure, high-quality embryos eligible for vitrification had the following morphological criteria: cleaved embryos; 6–8 cells on day 3; with up to 10% fragmentation; absence of vacuoles; and up to minimal asymmetric blastomeres. Grading of blastocyst was according to the Gardner method ( 12 , 13 ), based on the assessment of the inner cell mass and trophectoderm appearance. Only type A and B blastocysts were vitrified.
Data on patient age and variables related to infertility treatment were collected from the patient records. Clinical outcomes were assessed and compared between the study groups (immune group, not-immune2021 group, and not-immune2019 group). Clinical pregnancy was defined as the visualization of a gestational sac and fetal cardiac activity on transvaginal ultrasound. Embryo implantation rate was defined as the number of gestational sacs observed divided by the number of embryos transferred. The primary outcome measure was the clinical pregnancy rate. The secondary outcome measures were FET cycle characteristics and implantation rate.
To investigate the effect of SARS-CoV-2 vaccination/infection on FET cycles outcome, a sample size of 290 participants was estimated to be sufficient to reveal a difference in ongoing pregnancy rate from a baseline of 20% to a proposed 30% after vaccination/infection with a type 1 error (alpha) of 5% and a power of 80%.
Continuous variables were tested for normal distribution before using parametric statistics. For multiple comparisons, one-way analysis of variance with post hoc Bonferroni and Kruskal-Wallis tests were used whenever appropriate. Categorical variables were analyzed using the chi-square test. Significance was set at P <.05. Statistical analyses were conducted using the IBM Statistical Package for the Social Sciences (IBM SPSS v.23; IBM Corporation Inc., Armonk, NY)
Discussion
In the present study of patients undergoing FET before and during the COVID-19 pandemic, we observed no difference in clinical outcome, reflecting no detrimental effect of previous infection or vaccination on the FET cycle outcome, with an acceptable ongoing pregnancy rate (25% per transfer).
These observations are in accordance with what is already known regarding vaccination during pregnancy. Pregnant women receiving flu vaccination, for example, were found to benefit beyond the simple prevention of maternal infection including the reduction of stillbirth ( 14 ). This may be secondary to the immune activation. The induction of the immune system pathways that favors immunologic tolerance has long been considered a possible path to improved embryo implantation and reducing miscarriages, although the topic is still somewhat controversial ( 15 , 16 , 17 ). Accordingly, patients undergoing an IVF cycle after mRNA SARS-CoV-2 vaccination showed no detrimental effect on the ovarian stimulation characteristics, embryological variables, or proportion of TQEs ( 9 ).
Nowadays, the impact of SARS-CoV-2 infection on endometrial receptivity is unknown. Coronavirus disease 2019 may damage endometrial epithelial cells and affect early embryo implantation ( 18 ). Moreover, a study by Henarejos-Castillo et al. ( 7 ) assessed endometrial susceptibility to SARS-CoV-2 infection by measuring several endometrial genes expression and observed that overall, the endometrium appears to have low susceptibility to SARS-CoV-2 infection because of low ACE2 and transmembrane serine protease-2 expression. A recent study by our group could not demonstrate any effect of COVID-19 infection on the ovarian stimulation characteristics and embryological variables of patients undergoing IVF treatments, except for a reduced proportion of TQEs ( 8 ).
Following the previous studies on the effect of COVID-19 infection and vaccination on folliculogenesis and embryonic development, the present study concentrates on implantation during FET cycle. It further clarifies the safety of assisted reproductive technology treatment after infection and vaccination. Of notice, we could not observe the differences in FET cycles outcome between the postinfection and postvaccination subgroups.
The limitations of our study are the small sample size and the short period of follow-up. The strength of the study is that it was conducted in a single center by a professional consistent team on a large study group. Moreover, to our knowledge, this is the first study to assess the influence of COVID-19 infection or vaccination on FET cycles.
In conclusion, COVID-19 infection or vaccination did not affect patients’ performance or implantation in their subsequent FET cycle. Unfounded claims in popular media linked a possible correlation between the SARS-CoV-2 vaccine and potential infertility. Such false claims by antivaccine activists aim to incite fear and deter public opinion from vaccination, consequently jeopardizing the vaccination plan and the end of the pandemic. Our results refute such claims and strengthen the notion that the SARS-CoV-2 vaccine is safe and should be recommended to fertility-seeking couples. Future larger studies with longer follow-up will be needed to validate our observations.
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