Ethical approval
This study was approved by the institutional review board (Helsinki) of the Tel Aviv Sourasky Medical Center (#0977-20-TLV). Informed consent was waived for this retrospective and anonymous analysis.
Study population and participant recruitment
This retrospective study was performed between January 2016 and December 2018 at the IVF Unit, Fertility Institute, Tel Aviv Sourasky Medical Center, a tertiary university-affiliated medical center. All consecutive women who underwent conventional IVF, ICSI, or IVF/ICSI cycles were included. Morphological and morphokinetic developmental patterns of 1813 embryos were assessed, and pregnancy outcomes from 358 ET cycles that included 513 transferred embryos were determined. Both fresh and frozen-thawed ET cycles were analyzed.
In order to prevent any influence of infertility factors on the outcome of IVF, we limited the analysis to the data of women who underwent IVF due to genetic indications for the performance of preimplantation genetic diagnosis (PGD: 56 cases, 43 %), unexplained infertility (61 cases, 47 %), and mechanical factor infertility (13 cases, 10 %). We excluded women who presented with the following: (1) uterine malformation, endometriosis, or hydrosalpinx; (2) a history of uterine and ovary surgery; (3) any thyroid disease, diabetes, or autoimmune disease; (4) more than three previous IVF/ICSI treatments; (5) a baseline follicle-stimulating hormone (FSH) level > 12 IU/L; (6) being a Fragile X carrier; and, (6) infertility due to male factor. All of the study women were weighed, and their heights were measured at initiation of their ART cycles, and their BMI was determined by the ratio of weight divided by the height squared in metric units. The study participants were divided into underweight (BMI < 18.5) and normal weight (BMI > 20 and < 24.9) groups. Women with a BMI < 18.5 and those with a BMI > 20 were not included in this study in order to clearly differentiate between “underweight” and “normal” weight.
Data collection
All relevant data were collected from the hospital computerized database. The data in the electronic charts included the following: clinical details [maternal age, weight, height, BMI, number of children, basal follicle-stimulating hormone (FSH) levels, thyroid-stimulating hormone (TSH) levels, prolactin levels, number of ovum pick-up (OPU) cycles prior to the initiation of the current study, and the reason for IVF], ART details and outcomes [number of OPU cycles per women, ovarian hyperstimulation protocol, ovarian stimulation duration, total FSH dose, peak serum estradiol, type of final maturation trigger, number of retrieved oocytes, number of metaphase II (MII) oocytes, fertilization method, number of 2 pronuclei (2PNs), number of usable embryos (either transferred or cryopreserved), ET protocol type, day the embryos were transferred, and number of embryos transferred], and pregnancy outcomes as detailed below.
A serum beta human chorionic gonadotropin (b-hCG) level > 25 IU/I was taken as positive for pregnancy. A clinical pregnancy was confirmed by the observation of an embryo pulse on transvaginal ultrasound scanning at 6 to 12 weeks of gestation. Early miscarriage was diagnosed when a previously positive pregnancy test become negative before ultrasonographic detection of an embryonic pulse in the sixth week of pregnancy or later. Miscarriage was defined as a loss of clinical pregnancy before 12 full weeks of gestation. Live birth was defined as a live neonate born after 24 weeks of gestation. Pregnancy, clinical pregnancy, and live birth rates were on a “per embryo transfer” basis. Early miscarriage and miscarriage rates were calculated per pregnancy.
Ovarian stimulation, fertilization, embryo culture and embryo transfer
Controlled ovarian stimulation was carried out by the gonadotropin releasing hormone (GnRH) antagonist or the short GnRH agonist protocols [47]. Ovulation was triggered with 250 mcg of choriogonadotropin α (Ovitrelle; Serono, Geneva, Switzerland), 0.2 mg of triptorelin (Decapeptyl; Ferring Pharmaceuticals), or by a combination of both when at least three follicles achieved a diameter of 18 mm. Ovum pickup was performed 36 hours later, and the embryologists determined the total number of oocytes retrieved per cycle. The embryos in this study were fertilized by conventional IVF or ICSI [47]. In the ICSI cycles, cumulus cells were removed 2–3 hours after retrieval, and oocyte maturity was determined. Only MII oocytes were considered mature. Oocyte maturity was not determined systematically for the IVF cycles, nor was it used for statistical analysis. All of the embryos were incubated in the integrated EmbryoScope™ time-lapse monitoring system (EmbryoScope™; UnisenseFertiliTech A/S, Aarhus, Denmark, Vitrolyfe) from the time of fertilization until ET or freezing. Either ET or cryopreservation was carried out two to six days following oocyte retrieval. Endometrial preparation in the cases of frozen ET (FET) was performed with modified natural or artificial (hormonally substituted) cycle protocols [48]. Luteal support with progestin supplement (in various regimens) was continued in all cases until there was a negative b-hCG result or the ninth week of pregnancy. Serum b-hCG levels were confirmed on day 14 after ET.
One treatment cycle was defined by oocyte retrieval and all transfers (i.e., fresh and frozen-thawed) were derived from that ovarian stimulation. One complete treatment cycle was defined by a treatment cycle that achieved a live birth or in which all embryos were transferred but failed to achieve a live birth. Only the first delivery of each patient was considered in the analysis.
Time-lapse monitoring of embryo morphokinetics and morphology assessment
Embryo scoring and selection by means of time-lapse monitoring were performed by analysis of the time-lapse images of each embryo with software developed specifically for image analysis (EmbryoViewer workstation; UnisenseFertilitech A/S). Embryo morphology and developmental events were recorded in order to demonstrate the precise timing of the observed cell divisions in correlation to the timing of fertilization: specifically, time of pronuclei fading (tPNf), time of cleavage to a 2-blastomere (t2), a 3-blastomere (t3), a 4-blastomere (t4), etc. until an 8-blastomere (t8) embryo. The time point t8 was the last assessed parameter, even for embryos that were further cultured to be transferred or frozen on day 5. The other analyzed parameters were the lengths of the second and the third cell cycles (cc2 and cc3, respectively), and the synchrony in the division from 3 to 4 cell (s2) and 5 to 8 cells (s3). All the assessments and annotations of the embryos were performed by senior embryologists, thereby ensuring a very low interobserver variation. Scores were allocated to day 3 embryos by means of the KIDScore algorithm [49].
Conventional morphology of the embryos was studied on day 3, taking into account the number of blastomeres, the symmetry among blastomeres, and the degree of fragmentation. The embryos were scored from grade 1 (high quality) to grade 4 (poor quality) accordingly [50, 51].
Statistical analysis
Data were analyzed with SPSS, version 25.0 (SPSS, Inc., Chicago, IL, USA). The baseline clinical characteristics as well as the ART and pregnancy data and outcomes were summarized as mean + standard deviation (SD), or number of responders (percentage) according to the variables. Significance was tested with the t-test, Mann-Whitney U test, χ2, and Fisher’s exact test as appropriate. The effect of BMI status on morphokinetic parameters was assessed by a mixed model’s analysis. A p value of < 0.05 was considered significant.