Materials
This retrospective study collected data on PGT-M cycles performed between January 2015 and December 2022 at Monash IVF, a large private fertility centre in Australia. Only cycles that resulted in at least one embryo biopsied for PGT for a monogenic indication were included in the analysis. Patients from two Australian states (Victoria and Queensland) were included.
The following methodology describes standard clinical procedures associated with PGT-M at the centre over the study period.
The centre’s genetic counselling team initially assessed all referrals. All patients received pre-test counselling from their fertility specialist, clinical geneticist, and/or genetic counsellor. Written consent was obtained from all couples before commencing the cycling process. After confirming the genetic status, DNA samples were collected from each couple, as well as from one or more relatives, to facilitate feasibility studies.
The ovarian stimulation, oocyte retrieval, and fertilisation procedures followed published protocols [ 19 , 20 ]. In short, 95% of patients underwent a GnRH antagonist cycle (Orgalutran®; Ganirelix; Merck Sharp & Dohme, Macquarie Park, Australia) with recombinant FSH (Gonal-F®; Merck Serono, Frenchs Forest, Australia; Puregon; Merck Sharp & Dohme, South Granville, Australia). Oocyte retrieval (oocyte pick up (OPU)) was scheduled 35 or 36 h after the human chorionic gonadotrophin (hCG) trigger. All oocytes were fertilised using intracytoplasmic sperm injection (ICSI) 40 h post trigger.
After ICSI, the clinical embryologists cultured the embryos and assessed fertilisation at 16-18h [ 20 ]. Embryos were assessed, developmentally classified and quality graded as previously described [ 20 , 21 ]. Embryos were considered suitable for biopsy between days 5 and 7 if they contained a clearly defined inner cell mass and a suitable number of healthy trophectoderm cells (≥ 30). Approximately five trophectoderm cells for PGT-M were biopsied using a combination of laser and mechanical biopsy techniques. Whole genome amplification was performed on biopsy samples using the RepliG Single Cell Kit (Qiagen, the Netherlands). Karyomapping protocol was performed at the fertility centre’s genetics laboratory as previously described [ 22 ]. The use of karyomapping enables haplotype phasing and simultaneous 24-chromosome screening (known as preimplantation genetic testing for aneuploidy, or PGT-A).
On day 5, up to two frozen-thawed embryos were transferred, either in a natural cycle or a hormone replacement cycle [ 19 ]. The clinic follows a single embryo transfer policy; however, double embryo transfers were occasionally performed at patient request, in recognition of patient autonomy. Human chorionic gonadotrophin (hCG) testing was undertaken ~ 14 days post embryo transfer to confirm biochemical pregnancy status. A viability ultrasound is performed between 7 and 9 weeks post-embryo transfer to confirm clinical pregnancy status. Following confirmation of the pregnancy, patients are referred by their fertility specialist for obstetric care.
Treating obstetricians provided birth outcomes, including date of delivery, gestational age, weight, and any birth complications, or infant health concerns, to the fertility centre in compliance with the licensing requirements of the Reproductive Technology Accreditation Committee (RTAC). The RTAC Code of Practice mandates reporting of all pregnancy outcomes to the Australian and New Zealand Assisted Reproduction Database (ANZARD) for clinical quality monitoring. Postnatal testing is not routinely performed for all monogenic indications. This is particularly true of conditions with adult age of onset. Postnatal testing outcomes were subsequently unavailable, and a misdiagnosis rate was therefore unable to be ascertained.
Please see Table 1 for a definition of data terms used within this audit.
Table 1 Definition of data terms Term Definition Cycle Any ovarian stimulation protocol that resulted in at least one embryo available for biopsy Embryo transferred A single embryo that has been transferred within an embryo transfer cycle Embryo transfer cycle A frozen embryo transfer, whereby up to 2 embryos may be transferred at a time Clinical pregnancy As per the Australian and New Zealand Assisted Reproductive Database (ANZARD) as a pregnancy that fulfils one of the following criteria: • “Known to be ongoing at 20 weeks; • Evidence by ultrasound detection of an intrauterine sac (with or without a fetal heart); • Examination of products of conception reveal chorionic villi; • Or an ectopic pregnancy that has been diagnosed by laparoscope or by ultrasound” Live birth As per the World Health Organisation (WHO) Early pregnancy loss Any clinical pregnancy loss before 20 weeks gestation. This term includes miscarriage, ectopic and molar pregnancies Still birth The death of a fetus before or during birth after 28 weeks gestation Neonatal death The death of a baby within the first 28 days of life Subfertility indication Any subfertility covariate listed by the patient’s referring clinician, at the clinician’s discretion. The list of indications is available in supplementary Table 2 Suitable for transfer An embryo that was either low risk for the condition of interest, or a recessive carrier of the condition of interest, and euploid Not suitable for transfer An embryo that was either affected by the condition of interest and/or aneuploid Suitable for transfer following additional consultation or testing Embryos, such as those with an inconclusive result, biopsy performed but testing not yet performed, low-moderate chromosomal mosaicism, or a female carrier of an X-linked dominant condition. These embryos may be considered suitable for transfer following consultation with a specialist, or if additional testing is performed Inconclusive Embryo results including those that are inconclusive due to poor quality data, recombination events in the gene region of interest, and aneuploidy involving the gene region of interest Biopsy taken but testing not performed Embryos that were biopsied and have had DNA amplified using RepliG, however, the karyomapping protocol has not yet been performed. Since 2021, in Australia, government rebates have been available for the testing of ≤ three embryos. Individuals with ≥ three embryos suitable for biopsy may subsequently elect to biopsy additional embryos, without performing analysis, due to financial considerations Result pending Analysis that has begun on embryo biopsies, however results were not available at time of reporting
Definition of data terms
As per the Australian and New Zealand Assisted Reproductive Database (ANZARD) as a pregnancy that fulfils one of the following criteria:
• “Known to be ongoing at 20 weeks;
• Evidence by ultrasound detection of an intrauterine sac (with or without a fetal heart);
• Examination of products of conception reveal chorionic villi;
• Or an ectopic pregnancy that has been diagnosed by laparoscope or by ultrasound”
We collected data from the fertility centre’s Regulatory Information Management Software, which stores medical records held as part of clinical care. These records include the results of PGT, which are routinely entered into the software by the laboratory’s genetic scientists. This dataset was searched for all instances of PGT-M/A during the study time frame, and relevant data was extracted. We stored and analysed data using Microsoft Excel and STATA v.18.
We extracted data on PGT-M/A outcomes including the results of monogenic and aneuploidy screening, the number of stimulated cycles resulting in embryo biopsy, the number of embryo transfers, and the number of clinical pregnancies and live births.
We calculated clinical pregnancy and live birth rates using three denominators: total cycles, total transferred embryos, and total embryo transfer cycles. We also stratified data according to the monogenic inheritance pattern, and rates were calculated within these groups.
We also analysed the relationship between binary clinical outcomes (clinical pregnancy and live birth) and fertility covariates (body mass index, maternal age, FSH Dose, and the presence of a subfertility indication) within the PGT-M/A cohort. To account for the potential correlation within patients who have undergone multiple PGT-M cycles, Generalised Estimating Equations (GEE) were used to analyse these relationships. We selected a binomial distribution with a logit link function. We assumed the exchangeable correlation structure to accommodate possible intra-patient correlation. We estimated the GEE model using Stata V.18 [ 23 ].
Two comparison groups were selected to evaluate PGT-M/A outcomes. The first group included PGT-A only tested embryo transfers between 2015 and 2022. The second group consisted of all frozen embryo transfers undertaken at the fertility centre during the same period. This 8-year time frame aligns with the study period of the PGT-M/A data.
The PGT-A only comparison group was selected as all PGT-M tested embryos undergo concurrent aneuploidy screening at our centre, allowing for a comparison that partly controls for aneuploidy. Clinical outcome data for the PGT-A tested embryo transfers, including information on maternal age at the time of treatment, were collected from the fertility centre’s Regulatory Information Management Software. To enable age matching with the PGT-M/A cohort, outcomes were stratified into “under 35” and “35 and over” groups. This stratification was selected as 35 is widely recognised as the age threshold of advanced maternal age. Age stratification was performed to control for the potential confounding effects of maternal age, allowing an assessment of whether other factors may contribute to observed differences between the groups.
The frozen embryo transfer group, which includes both PGT-tested and untested embryos, was selected as the general IVF comparison group. Within clinical practice, general IVF outcome data are often presented to prospective PGT-M/A patients in lieu of PGT-M/A-specific figures. A general IVF comparison group was therefore included to enable the comparison of PGT-M/A outcomes with those typically presented to patients. Clinical outcome data following the transfer of frozen embryos were extracted from annual reports from the Victorian Assisted Reproductive Treatment Authority (VARTA) [ 24 ]. This included information on the age distribution of individuals undergoing treatment.
To test for differences between the clinical outcomes of the comparison groups and the PGT-M/A cohort, an N-1 chi-square test was performed using the MedCalc Comparisons of Proportions Calculator.
The group undergoing aneuploidy screening alone during the study period (PGT-A only) had aneuploidy screening using low coverage whole genome sequencing (Illumina Veriseq Solution) as per manufacturer’s instructions. In contrast, the group having aneuploidy screening performed concurrent with PGT-M (in the PGT-M/A group) had aneuploidy screening performed by manual analysis of haplotypes and logR/BAF visualisation using the karyomapping protocol (Illumina) according to an in-house standard operating procedure. Data on the origins of chromosomal aneuploidy were obtained using the karyomapping protocol; however, this was limited to identifying meiotic or high-level mitotic origins, with the distinction between them not reported. As a result, the karyomapping protocol exhibits lower sensitivity for detecting low-level mosaicism. Both methods are capable of detecting segmental aneuploidy to a resolution of 10Mb. While these methods differ in their aneuploidy calling criteria, both are commonly used clinically in the detection of whole chromosome aneuploidy.
Supplementary Material
Below is the link to the electronic supplementary material. Supplementary file1 List of subfertility indications categorized by female and male factors. Female subfertility indications include diminished ovarian reserve (diminished ovarian reserve, Fragile X carrier, Fragile X carrier with low AMH, low AMH), increased ovarian reserve (polycystic ovaries, polycystic ovary syndrome), ovulation disorders, factors impacting embryo implantation (endometriosis, unexplained endometriosis, uterine fibroids), unexplained subfertility (idiopathic), and other factors (chromosome mosaic, previous ectopic pregnancy). Male subfertility indications include factors impacting sperm production (azoospermia), sperm shape (oligoasthenoteratozoospermia, teratozoospermia), obstructive causes (congenital absence of the vas deferens, cystic fibrosis carrier), unexplained subfertility (idiopathic), and other factors (testicular cancer). (PDF 47 KB) Supplementary file2 Detailed embryo testing outcomes for PGT-A and PGT-M cycles. The table presents the outcomes of 2344 embryos tested, categorized by the presence of aneuploidy, inconclusive results, mosaicism, euploid status, biopsy taken but testing not performed, result pending, and DNA amplification failure. Outcomes are further detailed by the risk for the condition of interest: high risk (876 embryos), low risk (843 embryos), carrier status (330 embryos), inconclusive due to aneuploidy in the region of interest (22 embryos), and other inconclusive results (92 embryos). Additional categories include biopsy taken but testing not performed (77 embryos), result pending (5 embryos), and DNA amplification failure (99 embryos). (PDF 47.5 KB) Supplementary file3 Demographic information categorized by inheritance pattern. The table includes maternal age (mean and median per cycle), the top three conditions per cycle, subfertility flagged, subfertility impacting ovarian reserve, subfertility impacting embryo implantation per cycle, and high FSH start dose. For autosomal recessive conditions, the mean maternal age is 34.30 and the median is 34.34, with CF, beta thalassemia, and SMA being the top conditions. For autosomal dominant conditions, the mean maternal age is 33.25 and the median is 32.84, with myotonic dystrophy, Huntington’s disease, and familial chromosomal micro deletion being the top conditions. For X-linked recessive conditions, the mean maternal age is 33.40 and the median is 32.815, with DMD, haemophilia, and Wiskott-Aldrich syndrome being the top conditions. For X-linked dominant conditions, the mean maternal age is 34.38 and the median is 34.515, with Fragile X, RP 3, and CMT XLD type 1 being the top conditions. Subfertility impacting ovarian reserve, embryo implantation, and high FSH start dose are also detailed for each inheritance pattern. (PDF 86 KB) Supplementary file4 Clinical outcomes categorized by monogenic inheritance pattern. The table includes the number of cycles, embryos biopsied, embryos transferred, embryo transfer cycles, clinical pregnancies, and births (including live births and ongoing pregnancies) for each inheritance pattern: autosomal recessive, autosomal dominant, X-linked recessive, and X-linked dominant. For autosomal recessive conditions, there were 159 cycles, 673 embryos biopsied, 152 embryos transferred, 145 embryo transfer cycles, 82 clinical pregnancies, and 74 births. For autosomal dominant conditions, there were 293 cycles, 1259 embryos biopsied, 254 embryos transferred, 245 embryo transfer cycles, 130 clinical pregnancies, and 114 births. For X-linked recessive conditions, there were 64 cycles, 263 embryos biopsied, 67 embryos transferred, 62 embryo transfer cycles, 31 clinical pregnancies, and 26 births. For X-linked dominant conditions, there were 56 cycles, 149 embryos biopsied, 40 embryos transferred, 38 embryo transfer cycles, 20 clinical pregnancies, and 17 births. (PDF 36 KB) Supplementary file5 Aneuploidy screening outcomes categorized by monogenic inheritance pattern. The table presents the outcomes of aneuploidy testing for embryos classified as autosomal recessive, autosomal dominant, X-linked recessive, and X-linked dominant. The outcomes include the number and percentage of embryos found to be aneuploid, with low-moderate mosaicism, euploid, inconclusive, biopsy taken but testing not performed, DNA amplification failure, and result pending. For autosomal recessive conditions, 170 embryos (25.3%) were aneuploid, 6 (0.9%) had low-moderate mosaicism, 405 (60.2%) were euploid, 27 (4.0%) were inconclusive, 29 (4.3%) had biopsy taken but testing not performed, and 36 (5.3%) experienced DNA amplification failure. For autosomal dominant conditions, 313 embryos (24.9%) were aneuploid, 8 (0.6%) had low-moderate mosaicism, 810 (64.3%) were euploid, 50 (4.0%) were inconclusive, 36 (3.0%) had biopsy taken but testing not performed, and 42 (3.3%) experienced DNA amplification failure. For X-linked recessive conditions, 52 embryos (19.8%) were aneuploid, 4 (1.5%) had low-moderate mosaicism, 164 (62.4%) were euploid, 16 (4.0%) were inconclusive, 8 (2.9%) had biopsy taken but testing not performed, and 15 (3.3%) experienced DNA amplification failure. For X-linked dominant conditions, 52 embryos (20.0%) were aneuploid, 4 (1.5%) had low-moderate mosaicism, 164 (63.1%) were euploid, 16 (6.2%) were inconclusive, 8 (3.1%) had biopsy taken but testing not performed, 15 (5.8%) experienced DNA amplification failure, and 1 (0.4%) had a result pending. (PDF 38.3 KB) Supplementary file6 Monogenic screening outcomes categorized by monogenic inheritance pattern. This table provides the results of monogenic testing for embryos classified under autosomal recessive, autosomal dominant, X-linked recessive, and X-linked dominant inheritance patterns. The outcomes include the number and percentage of embryos identified as high risk for the condition of interest, low risk for the condition of interest, carrier (or affected female embryo for X-linked dominant), inconclusive due to aneuploidy in the region of interest, inconclusive, biopsy taken but testing not performed, result pending, and DNA amplification failure. For autosomal recessive conditions, 167 embryos (24.8%) were high risk, 136 (20.2%) were low risk, 270 (40.1%) were carriers, 8 (1.2%) were inconclusive due to aneuploidy in the region of interest, 27 (4.0%) were inconclusive, 29 (4.3%) had biopsy taken but testing not performed, and 36 (5.3%) experienced DNA amplification failure. For autosomal dominant conditions, 604 embryos (48.0%) were high risk, 525 (41.7%) were low risk, 9 (0.7%) were inconclusive due to aneuploidy in the region of interest, 43 (3.4%) were inconclusive, 36 (2.9%) had biopsy taken but testing not performed, and 42 (3.3%) experienced DNA amplification failure. For X-linked recessive conditions, 54 embryos (20.5%) were high risk, 120 (45.6%) were low risk, 43 (16.3%) were carriers, 2 (0.8%) were inconclusive due to aneuploidy in the region of interest, 17 (6.5%) were inconclusive, 8 (3.0%) had biopsy taken but testing not performed, 4 (1.5%) had a result pending, and 15 (5.7%) experienced DNA amplification failure. For X-linked dominant conditions, 51 embryos (34.2%) were high risk, 62 (41.6%) were low risk, 17 (11.4%) were carriers or affected female embryos, 3 (2.0%) were inconclusive due to aneuploidy in the region of interest, 5 (3.4%) were inconclusive, 4 (2.7%) had biopsy taken but testing not performed, 1 (0.7%) had a result pending, and 6 (4.0%) experienced DNA amplification failure. (PDF 38.6 KB) Supplementary file7 This table summarizes the GEE analysis outcomes for clinical pregnancy and live birth rates per cycle, based on 449 observations from 229 groups. The number of observations per group ranges from a minimum of 1 to a maximum of 8, with an average of 2.0 observations per group. For clinical pregnancy, the Wald chi-squared statistic is 7.60 with a p-value of 0.1075, indicating no statistically significant predictors. The coefficients, standard errors, and p-values for the predictors are as follows: advanced maternal age (coefficient = -0.3888, p = 0.067), BMI high or low (coefficient = -0.1761, p = 0.393), FSH start dose 300 or above (coefficient = -0.1507, p = 0.486), and subfertility indication flagged (coefficient = 0.3133, p = 0.127). For live birth, the Wald chi-squared statistic is 7.56 with a p-value of 0.1091, also indicating no statistically significant predictors. The predictors' coefficients, standard errors, and p-values are as follows: advanced maternal age (coefficient = -0.4047, p = 0.061), BMI high or low (coefficient = -0.1147, p = 0.582), FSH start dose 300 or above (coefficient = -0.2422, p = 0.274), and subfertility indication flagged (coefficient = 0.2542, p = 0.221). (PDF 40 KB) Supplementary file8 This table summarizes the GEE analysis outcomes for clinical pregnancy and live birth rates per embryo transferred, based on 421 observations from 193 groups. The number of observations per group ranges from a minimum of 1 to a maximum of 13, with an average of 2.2 observations per group. For clinical pregnancy, the Wald chi-squared statistic is 7.12 with a p-value of 0.1296, indicating no statistically significant predictors. The coefficients, standard errors, and p-values for the predictors are as follows: advanced maternal age (coefficient = 0.3691, p = 0.117), BMI high or low (coefficient = 0.0471, p = 0.824), FSH start dose 300 or above (coefficient = -0.0850, p = 0.715), and subfertility indication flagged (coefficient = -0.4797, p = 0.026). For live birth, the Wald chi-squared statistic is 5.76 with a p-value of 0.2177, also indicating no statistically significant predictors. The predictors' coefficients, standard errors, and p-values are as follows: advanced maternal age (coefficient = 0.3407, p = 0.145), BMI high or low (coefficient = 0.0726, p = 0.733), FSH start dose 300 or above (coefficient = -0.0680, p = 0.771), and subfertility indication flagged (coefficient = -0.4172, p = 0.052). (PDF 39 KB) Supplementary file9 (PDF 95 KB)
Supplementary file1 List of subfertility indications categorized by female and male factors. Female subfertility indications include diminished ovarian reserve (diminished ovarian reserve, Fragile X carrier, Fragile X carrier with low AMH, low AMH), increased ovarian reserve (polycystic ovaries, polycystic ovary syndrome), ovulation disorders, factors impacting embryo implantation (endometriosis, unexplained endometriosis, uterine fibroids), unexplained subfertility (idiopathic), and other factors (chromosome mosaic, previous ectopic pregnancy). Male subfertility indications include factors impacting sperm production (azoospermia), sperm shape (oligoasthenoteratozoospermia, teratozoospermia), obstructive causes (congenital absence of the vas deferens, cystic fibrosis carrier), unexplained subfertility (idiopathic), and other factors (testicular cancer). (PDF 47 KB)
Supplementary file2 Detailed embryo testing outcomes for PGT-A and PGT-M cycles. The table presents the outcomes of 2344 embryos tested, categorized by the presence of aneuploidy, inconclusive results, mosaicism, euploid status, biopsy taken but testing not performed, result pending, and DNA amplification failure. Outcomes are further detailed by the risk for the condition of interest: high risk (876 embryos), low risk (843 embryos), carrier status (330 embryos), inconclusive due to aneuploidy in the region of interest (22 embryos), and other inconclusive results (92 embryos). Additional categories include biopsy taken but testing not performed (77 embryos), result pending (5 embryos), and DNA amplification failure (99 embryos). (PDF 47.5 KB)
Supplementary file3 Demographic information categorized by inheritance pattern. The table includes maternal age (mean and median per cycle), the top three conditions per cycle, subfertility flagged, subfertility impacting ovarian reserve, subfertility impacting embryo implantation per cycle, and high FSH start dose. For autosomal recessive conditions, the mean maternal age is 34.30 and the median is 34.34, with CF, beta thalassemia, and SMA being the top conditions. For autosomal dominant conditions, the mean maternal age is 33.25 and the median is 32.84, with myotonic dystrophy, Huntington’s disease, and familial chromosomal micro deletion being the top conditions. For X-linked recessive conditions, the mean maternal age is 33.40 and the median is 32.815, with DMD, haemophilia, and Wiskott-Aldrich syndrome being the top conditions. For X-linked dominant conditions, the mean maternal age is 34.38 and the median is 34.515, with Fragile X, RP 3, and CMT XLD type 1 being the top conditions. Subfertility impacting ovarian reserve, embryo implantation, and high FSH start dose are also detailed for each inheritance pattern. (PDF 86 KB)
Supplementary file4 Clinical outcomes categorized by monogenic inheritance pattern. The table includes the number of cycles, embryos biopsied, embryos transferred, embryo transfer cycles, clinical pregnancies, and births (including live births and ongoing pregnancies) for each inheritance pattern: autosomal recessive, autosomal dominant, X-linked recessive, and X-linked dominant. For autosomal recessive conditions, there were 159 cycles, 673 embryos biopsied, 152 embryos transferred, 145 embryo transfer cycles, 82 clinical pregnancies, and 74 births. For autosomal dominant conditions, there were 293 cycles, 1259 embryos biopsied, 254 embryos transferred, 245 embryo transfer cycles, 130 clinical pregnancies, and 114 births. For X-linked recessive conditions, there were 64 cycles, 263 embryos biopsied, 67 embryos transferred, 62 embryo transfer cycles, 31 clinical pregnancies, and 26 births. For X-linked dominant conditions, there were 56 cycles, 149 embryos biopsied, 40 embryos transferred, 38 embryo transfer cycles, 20 clinical pregnancies, and 17 births. (PDF 36 KB)
Supplementary file5 Aneuploidy screening outcomes categorized by monogenic inheritance pattern. The table presents the outcomes of aneuploidy testing for embryos classified as autosomal recessive, autosomal dominant, X-linked recessive, and X-linked dominant. The outcomes include the number and percentage of embryos found to be aneuploid, with low-moderate mosaicism, euploid, inconclusive, biopsy taken but testing not performed, DNA amplification failure, and result pending. For autosomal recessive conditions, 170 embryos (25.3%) were aneuploid, 6 (0.9%) had low-moderate mosaicism, 405 (60.2%) were euploid, 27 (4.0%) were inconclusive, 29 (4.3%) had biopsy taken but testing not performed, and 36 (5.3%) experienced DNA amplification failure. For autosomal dominant conditions, 313 embryos (24.9%) were aneuploid, 8 (0.6%) had low-moderate mosaicism, 810 (64.3%) were euploid, 50 (4.0%) were inconclusive, 36 (3.0%) had biopsy taken but testing not performed, and 42 (3.3%) experienced DNA amplification failure. For X-linked recessive conditions, 52 embryos (19.8%) were aneuploid, 4 (1.5%) had low-moderate mosaicism, 164 (62.4%) were euploid, 16 (4.0%) were inconclusive, 8 (2.9%) had biopsy taken but testing not performed, and 15 (3.3%) experienced DNA amplification failure. For X-linked dominant conditions, 52 embryos (20.0%) were aneuploid, 4 (1.5%) had low-moderate mosaicism, 164 (63.1%) were euploid, 16 (6.2%) were inconclusive, 8 (3.1%) had biopsy taken but testing not performed, 15 (5.8%) experienced DNA amplification failure, and 1 (0.4%) had a result pending. (PDF 38.3 KB)
Supplementary file6 Monogenic screening outcomes categorized by monogenic inheritance pattern. This table provides the results of monogenic testing for embryos classified under autosomal recessive, autosomal dominant, X-linked recessive, and X-linked dominant inheritance patterns. The outcomes include the number and percentage of embryos identified as high risk for the condition of interest, low risk for the condition of interest, carrier (or affected female embryo for X-linked dominant), inconclusive due to aneuploidy in the region of interest, inconclusive, biopsy taken but testing not performed, result pending, and DNA amplification failure. For autosomal recessive conditions, 167 embryos (24.8%) were high risk, 136 (20.2%) were low risk, 270 (40.1%) were carriers, 8 (1.2%) were inconclusive due to aneuploidy in the region of interest, 27 (4.0%) were inconclusive, 29 (4.3%) had biopsy taken but testing not performed, and 36 (5.3%) experienced DNA amplification failure. For autosomal dominant conditions, 604 embryos (48.0%) were high risk, 525 (41.7%) were low risk, 9 (0.7%) were inconclusive due to aneuploidy in the region of interest, 43 (3.4%) were inconclusive, 36 (2.9%) had biopsy taken but testing not performed, and 42 (3.3%) experienced DNA amplification failure. For X-linked recessive conditions, 54 embryos (20.5%) were high risk, 120 (45.6%) were low risk, 43 (16.3%) were carriers, 2 (0.8%) were inconclusive due to aneuploidy in the region of interest, 17 (6.5%) were inconclusive, 8 (3.0%) had biopsy taken but testing not performed, 4 (1.5%) had a result pending, and 15 (5.7%) experienced DNA amplification failure. For X-linked dominant conditions, 51 embryos (34.2%) were high risk, 62 (41.6%) were low risk, 17 (11.4%) were carriers or affected female embryos, 3 (2.0%) were inconclusive due to aneuploidy in the region of interest, 5 (3.4%) were inconclusive, 4 (2.7%) had biopsy taken but testing not performed, 1 (0.7%) had a result pending, and 6 (4.0%) experienced DNA amplification failure. (PDF 38.6 KB)
Supplementary file7 This table summarizes the GEE analysis outcomes for clinical pregnancy and live birth rates per cycle, based on 449 observations from 229 groups. The number of observations per group ranges from a minimum of 1 to a maximum of 8, with an average of 2.0 observations per group. For clinical pregnancy, the Wald chi-squared statistic is 7.60 with a p-value of 0.1075, indicating no statistically significant predictors. The coefficients, standard errors, and p-values for the predictors are as follows: advanced maternal age (coefficient = -0.3888, p = 0.067), BMI high or low (coefficient = -0.1761, p = 0.393), FSH start dose 300 or above (coefficient = -0.1507, p = 0.486), and subfertility indication flagged (coefficient = 0.3133, p = 0.127). For live birth, the Wald chi-squared statistic is 7.56 with a p-value of 0.1091, also indicating no statistically significant predictors. The predictors' coefficients, standard errors, and p-values are as follows: advanced maternal age (coefficient = -0.4047, p = 0.061), BMI high or low (coefficient = -0.1147, p = 0.582), FSH start dose 300 or above (coefficient = -0.2422, p = 0.274), and subfertility indication flagged (coefficient = 0.2542, p = 0.221). (PDF 40 KB)
Supplementary file8 This table summarizes the GEE analysis outcomes for clinical pregnancy and live birth rates per embryo transferred, based on 421 observations from 193 groups. The number of observations per group ranges from a minimum of 1 to a maximum of 13, with an average of 2.2 observations per group. For clinical pregnancy, the Wald chi-squared statistic is 7.12 with a p-value of 0.1296, indicating no statistically significant predictors. The coefficients, standard errors, and p-values for the predictors are as follows: advanced maternal age (coefficient = 0.3691, p = 0.117), BMI high or low (coefficient = 0.0471, p = 0.824), FSH start dose 300 or above (coefficient = -0.0850, p = 0.715), and subfertility indication flagged (coefficient = -0.4797, p = 0.026). For live birth, the Wald chi-squared statistic is 5.76 with a p-value of 0.2177, also indicating no statistically significant predictors. The predictors' coefficients, standard errors, and p-values are as follows: advanced maternal age (coefficient = 0.3407, p = 0.145), BMI high or low (coefficient = 0.0726, p = 0.733), FSH start dose 300 or above (coefficient = -0.0680, p = 0.771), and subfertility indication flagged (coefficient = -0.4172, p = 0.052). (PDF 39 KB)
Supplementary file9 (PDF 95 KB)