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Evaluation of clinical parameters as predictors of monozygotic twins after single frozen embryo transfer

Kelly, Amelia G; Blakemore, Jennifer K; McCaffrey, Caroline; Grifo, James A
Objective/UNASSIGNED:To determine if recent evolutions in laboratory protocols, including the increased use of natural cycles and the use of a hyaluronan-containing transfer medium, affected the rate of monozygotic twin (MZT) pregnancies after single frozen embryo transfer (FET). Design/UNASSIGNED:Retrospective cohort study. Setting/UNASSIGNED:Urban university-based fertility center. Patients/UNASSIGNED:Patients who underwent single FET between January 2016 and December 2018 resulting in an intrauterine pregnancy. Interventions/UNASSIGNED:Transition to a transfer protocol with a hyaluronan-containing transfer medium in July 2017. Main Outcome Measures/UNASSIGNED:Number of MZT pregnancies. Results/UNASSIGNED:There were 1,619 cycles that met the inclusion criteria and 31 (1.9%) resulted in MZT pregnancies. A hyaluronan-containing transfer medium was used in 875 (54.1%) cycles. Programmed cycles were used for 1,385 (85.5%) FETs and 234 (14.5%) cycles were natural. The mean age at FET, oocyte age, endometrial echo thickness, inner cell mass grade, trophectoderm grade, expansion, and day of blastocyst vitrification were similar between the groups. The use of a hyaluronan-containing transfer medium resulted in fewer MZTs. After controlling potential confounders with a multivariate regression, the use of the hyaluronan-containing medium still resulted in fewer MZTs. Monozygotic twins were colinear with preimplantation genetic testing (PGT), so PGT was excluded as a variable in our regression. A regression of PGT only cycles showed that the use of the hyaluronan-containing medium was still associated with a reduction in MZT pregnancies. Conclusions/UNASSIGNED:The use of a hyaluronan-containing transfer medium was associated with a lower rate of MZTs. Other clinical parameters, including cycle type, were not associated with changes in the number of MZTs. The use of PGT needs to be further investigated as a risk factor for MZTs.
PMCID:8655405
PMID: 34934983
ISSN: 2666-3341
CID: 5108852

Making it (net)work: a social network analysis of "fertility" in Twitter before and during the COVID-19 pandemic

Smith, Meghan B; Blakemore, Jennifer K; Ho, Jacqueline R; Grifo, James A
Objective/UNASSIGNED:To characterize activity, text sentiment, and online community characteristics regarding "fertility" on Twitter before and during the COVID-19 pandemic using social network analysis. Design/UNASSIGNED:Cross-sectional analysis. Setting/UNASSIGNED:Publicly available Twitter data. Patients/UNASSIGNED:Not applicable. Interventions/UNASSIGNED:Not applicable. Main Outcome Measures/UNASSIGNED:Number of users (vertices); edges (connections, defined as unique and total); self-loops (tweet without connection to another user); connected components (groups of users communicating back and forth frequently); maximum vertices in a connected component (largest group size); maximum and average geodesic distance (number of tweets to connect two users in the network); graph density; positive and negative sentiment tweets; and top 5 hashtags and top 5 word pairs. Results/UNASSIGNED:There were 1426 unique users and 401 groups in the pre-COVID-19 data compared to 1492 unique users and 453 groups in the during COVID-19 data. There was no difference in the number of total connections (96.8% [1381/1426] vs. 96.0% [1433/1492]) or self-loops (20.0% [286/1426] vs. 22.1% [329/1492]) before and during the COVID-19 pandemic. The percentage of unique connections per user decreased during COVID-19 (91.6% [1381/1508] pre-COVID-19 vs. 83.3% [1433/1720] during COVID-19). The average and maximum distance between users in the community increased during COVID-19 (maximum: 5 pre-COVID-19, 8 during COVID-19; average 1.95 pre-COVID-19, 2.43 during COVID-19). The percentage of positive sentiments per total number of tweets increased during COVID-19 (58.1% pre-COVID-19 [773/1331] vs. 64.3% [1198/1863] during COVID-19). The top 5 hashtags changed during COVID-19 to include COVID-19. The top word pairs changed from "family, hereditary; parents, children" to "fertility, treatment; healthcare, decisions." Conclusions/UNASSIGNED:Despite the challenge to the fertility community amidst the COVID-19 pandemic, the overall Twitter sentiment regarding fertility was more positive during than before the pandemic. Top hashtags and word pairs changed to reflect the emergence of COVID-19 and the unique healthcare decision-making challenges faced. While the character, the number of users, and the total connections remained constant, the number of unique connections and the distance between users changed to reflect more self-broadcasting and less tight connections.
PMCID:8655431
PMID: 34934990
ISSN: 2666-3341
CID: 5108862

Evidence-based management of preimplantation chromosomal mosaicism: lessons from the clinic

Besser, Andria G; Mounts, Emily L; Grifo, James A
Mosaic results obtained through preimplantation genetic testing for aneuploidy pose ongoing challenges to clinical practice. Thorough genetic counseling for patients considering mosaic embryo transfer is consistently recommended by many best-practice statements, and providers are charged with the task of assessing and explaining potential prenatal, neonatal, and long-term risks. However, an increasing amount of outcome data from transferred embryos with mosaic results do not show any evidence of increased risk to ongoing pregnancies or newborns. This article examines how to reconcile these data with the current practices for patient education about preimplantation genetic testing for aneuploidy and mosaic embryo risk assessment, through an evidence-based lens.
PMID: 34373104
ISSN: 1556-5653
CID: 5006122

Universal SARS-CoV-2 polymerase chain reaction screening and assisted reproductive technology in a coronavirus disease 2019 pandemic epicenter: screening and cycle outcomes from a New York City fertility center

Shaw, Jacquelyn; Tozour, Jessica; Blakemore, Jennifer K; Grifo, James
OBJECTIVE:To evaluate the prevalence of coronavirus disease 2019 (COVID-19) and efficacy of a universal screening program in patients undergoing controlled ovarian stimulation (COS). DESIGN:Single-center retrospective cohort study. SETTING:Academic fertility center in an epicenter of the COVID-19 pandemic. PATIENT(S):All patients undergoing COS from June 17, 2019, to February 28, 2021. INTERVENTION(S):Universal COVID-19 screening starting June 17, 2020, with SARS-CoV-2 polymerase chain reaction testing within 5 days of oocyte retrieval, patient-reported symptom screening, and temperature monitoring. MAIN OUTCOMES MEASURE(S):The primary outcome was the number of positive COVID-19 cases in patients undergoing COS cycles. The secondary outcomes were cycle outcomes compared with before COVID-19 COS cycles, adverse outcomes in COVID-canceled cycles, and center-specific COVID-19 detection rates compared with New York City cases. RESULT(S):From June 17, 2020, to February 28, 2021, 1,696 COS cycles were initiated with only seven positive COVID-19 cases for an overall positivity rate of 0.4%. When compared with before COVID cycles from June 17, 2019, to February 28, 2020, the volume of COS cycles were higher, while the overall cycle cancelation rate was lower during COVID-19. Cycle outcomes including oocyte yield and blast utilization rates were unchanged from pre-COVID cycles. Cases of COVID-19, while very low, occurred more frequently during surges in New York City rates. CONCLUSION(S):Assisted reproductive technology can be performed during the COVID-19 pandemic utilizing frequent universal screening and safe practices with low SARS-CoV-2 positivity, low cycle cancelation rates, and positive patient outcomes.
PMID: 34238573
ISSN: 1556-5653
CID: 5038832

DOES EXCESS SPERM CAUSE CONTAMINATION IN PGT-A AFTER CONVENTIONAL INSEMINATION? [Meeting Abstract]

Yoder, N D; Robins, C; Jalas, C; McCaffrey, C; Besser, A G; Blakemore, J K; Zhan, Y; Tao, X; Grifo, J A
OBJECTIVE: Many preimplantation genetic testing (PGT) labs require intracytoplasmic sperm injection (ICSI) for PGT for aneuploidy (PGT-A) due to concern for paternal cell contamination. We sought to determine if sperm lysis occurs during PGT-A and assess the rate of paternal cell contamination in trophectoderm (TE) biopsies in embryos from insemination. MATERIALS AND METHODS: Sixty-two tripronuclear (3PN) embryos donated to research were collected from IVF with either insemination or ICSI from January - April, 2021. Embryos were cultured and assessed for development to blastocyst stage on days 5, 6 and 7 of culture. Embryos that developed into blastocysts underwent two separate TE biopsies. Biopsy procedure consisted of zona ablation on day 4 followed by TE biopsy using 2-3 pulses of laser beam at the cell junction. Biopsy samples were washed with drops of buffer 2-3 times and placed in a PCR tube. Arrested embryos were collected and assessed for approximate cell number. One group of arrested embryos was collected without washing (unwashed) and a second group was collected after removal of the zona (washed). TE biopsies, arrested embryos, and maternal and paternal samples were sent to a PGT lab to determine the genetic ploidy composition of the embryo biopsies and arrested embryos including the parent of origin. Testing included PGT-A using the PGTseq platform and SNP allele sharing that can detect parental origin of abnormalities and contamination.
RESULT(S): Of the 62 3PN embryos cultured, 17 developed into blastocysts with 4 from ICSI and 13 from insemination. There were 45 arrested embryos with 6 from ICSI (2 washed, 4 unwashed) and 39 from insemination (14 washed, 25 unwashed). PGT analysis showed varying degrees of paternal cell contamination in unwashed arrested embryos from insemination, and no paternal cell contamination in washed arrested embryos (ICSI or insemination) or unwashed ICSI embryos. Two washed arrested embryos from insemination showed no amplification. There was no paternal cell contamination in TE biopsies from either ICSI or insemination.
CONCLUSION(S): Analysis of unwashed arrested embryos from insemination demonstrates that excess sperm can lyse and cause paternal cell contamination during PGT-A. However, TE biopsies of embryos from insemination showed no evidence of paternal cell contamination, indicating that when properly washed and processed, paternal cell contamination is unlikely in inseminated embryos undergoing PGT-A. While this study was not powered to draw definitive conclusions or assess levels of contamination that interfere with PGT-A, preliminary results indicate that ICSI is not necessary for PGT-A. It should be noted that these findings are specific to the PGTseq platform, and may not translate to other methods. IMPACT STATEMENT: This study demonstrates that sperm have the ability to lyse and are a potential source of paternal cell contamination in PGT-A. However, this study also showed a 0% rate of paternal cell contamination in inseminated embryos when embryo biopsies were washed and processed as described, suggesting that ICSI is not necessary for patients desiring PGT-A
EMBASE:638130079
ISSN: 1556-5653
CID: 5250722

FIRST ONGOING THIRD TRIMESTER PREGNANCY FROM METAPHASE I (M1) OOCYTE CRYOPRESERVATION (CRYO) - M1 OOCYTE CRYO CAN RESULT IN USEABLE EMBRYOS AND PREGNANCY, BUT LESS FREQUENTLY THAN METAPHASE II (M2) OOCYTE CRYO [Meeting Abstract]

Cascante, S D; Grifo, J A; DeVore, S; Parra, C M; McCaffrey, C; Blakemore, J K
OBJECTIVE: Oocyte cryo is widely used for fertility preservation, but the value of M1 cryo remains unclear. We evaluated the utility and efficiency of M1 compared to M2 cryo. MATERIALS AND METHODS: Patients (pts) who thawed autologous oocytes at our academic center from 2004-2020 were reviewed. Pts were excluded if cryo was performed for a medical indication, as research, due to no sperm or a natural disaster, in combination with embryos or for use with a gestational carrier. At our center, all M1s retrieved from 2004-2015 were cryopreserved; after 2015, M1s were only cryopreserved if <15 M2s were retrieved during the same cryo cycle. Outcomes included survival rate, useable embryo rate and embryo transfer (ET) results.Auseable embryo was defined as an embryo that was transferred, biopsied or cryopreserved for future use. Statistics included Fisher's exact test.
RESULT(S): 543 pts (median age at 1st cryo 38y, interquartile range 37-40y) underwent 800 cryo, 605 thaw and 416 ET cycles. Cryo was performed with vitrification for 72%, slow freezing for 4% and both technologies for 24% of pts. In total, 8511 oocytes (1019M1s + 7492 M2s)were thawed.All pts thawed >=1 M2, and 60% (n=327) thawed >=1 M1. See table for thaw outcomes of M1s vs. M2s. For 30 pts, >=1 M1 led to a useable embryo (n=32 useable embryos). Vitrification was used for 69% of these M1s (n=22) and slow freezing was used for 31% (n=10). Of the 32 useable embryos from M1s, 69% (n=22) underwent PGTand 4were euploid (17 aneuploid, 1 mosaic). Therewere 3 single ETs of euploid embryos from M1s, which led to 1 spontaneous abortion (SAB) and 2 biochemical pregnancies. Therewere 3 single ETs of untested embryos from M1s, which led to 1 negative result, 1 SAB and 1 singleton ongoing pregnancy. The ongoing pregnancy is from an ETof a day 5 morula and is now in the third trimester. There were 6 ETs in which untested embryos from M1s were transferred alongwith untested embryos fromM2s, resulting in 3 negative results, 1 SAB, 1 singleton live birth and 1 unknown outcome (ongoing singleton pregnancy at last contact).
CONCLUSION(S): Cryopreserved M1s can result in useable embryos and pregnancies, but are less likely to survive or form useable embryos than cryopreserved M2s. To our knowledge, this is the first report of an ongoing third trimester pregnancy from a cryopreserved M1. This information may be helpful for pt counselling and designing oocyte cryo protocols for embryology labs. IMPACT STATEMENT: Cryopreserved M1s may be a viable option for pts with a low M2 yield. (Table Presented)
EMBASE:638130069
ISSN: 1556-5653
CID: 5250732

IVF/OOF OUTCOMES DURING THE COVID-19 PANDEMIC [Meeting Abstract]

Chamani, I J; McCulloh, D H; Grifo, J A; Licciardi, F L
OBJECTIVE: COVID-19 has affected nearly every facet of modern life, and has left many wondering what implications, if any, the virus has on reproductive health. Increased levels of psychological stress, concern for viral contamination in embryology labs, and reports of decreased male fertility following COVID infection, have also been thought to contribute negatively to ART outcomes.We sought to determine whether the pandemic resulted in any differences in IVF/OOF outcomes. MATERIALS AND METHODS: Patients who tested negative for COVID-19 and underwent GnRH-antagonist IVF and OOF cycles from January 2020 through December 2020 at NYU Fertility Center, a period marked by the COVID-19 pandemic, were separated by month of treatment and compared with patients from the corresponding month in the prior year. In patients with multiple cycles over this time period, only the first cycle was used. Patient age, AMH, #oocytes retrieved, #oocytes matured, #fertilized, #blastocysts, and #euploid embryos were compared using Student's T-test.
RESULT(S): 2,467 patients were compared. While the number of cycles were remarkably decreased over March and April of 2020 (59 and 25 respectively), the total number of cycles were very similar for the entire year (1,239 in 2019; 1,228 in 2020). There were no consistently significant differences in age, AMH, #oocytes retrieved, #oocytes matured, #blastocysts formed, or #euploid embryos formed, between the two years.
CONCLUSION(S): Despite initial concerns, and prior research suggesting otherwise, we did not detect any consistent quantitative or qualitative differences in retrieval outcomes amongst COVID negative patients receiving care during the pandemic. IMPACT STATEMENT: These results can reassure patients and their providers that IVF/OOF cycles can be continued safely during the pandemic without compromising outcomes
EMBASE:638129960
ISSN: 1556-5653
CID: 5250742

TRENDS IN PREIMPLANTATION GENETIC TESTING FOR MONOGENIC DISORDERS (PGT-M) [Meeting Abstract]

Besser, A G; McCulloh, D H; McCaffrey, C; Grifo, J A
OBJECTIVE: With increased availability of genetic testing, particularly expanded carrier screening (ECS) and hereditary cancer (HC) testing, the scope of conditions for which PGT-M is performed is expanding. Our aim was to report on indications for PGT-M from the past decade in our large academic practice. MATERIALS AND METHODS: All PGT-M cases occurring between January 2010 and April 2021 were reviewed.
RESULT(S): A total of 331 patients were identified for which PGT-M was performed for 124 different genes over 582 cycles. Eighteen patients tested for two genes and one patient tested for three genes; therefore, there were a total of 351 unique PGT-M cases. Of the 124 genes tested, 82 (66.1%) were of childhood onset while 16 (12.9%) were of adult onset, and the remaining 26 (21.0%) were of variable onset. Over the entire study period, 70/351 patients (19.9%) tested for 16 genes related to HC syndromes; between 2010-2017, HC-related PGT-M accounted for 12.6% (20/159) of our total PGT-M volume, and since 2018, it rose to 26.0% (50/192). Overall, BRCA1 was the most common gene tested in our practice, and hereditary breast and ovarian cancer syndrome (BRCA1 and BRCA2) accounted for 15.1% (53/351) of our total PGT-M patient population. 181/351 patients (51.6%) tested for 49 genes that are commonly found on ECS, with cystic fibrosis (CFTR) being the most common (34/351) followed by fragile X (FMR1; 32/351); these represented the second and third most common genes tested in our practice (9.7% and 9.1% respectively). Of all patients doing PGT-M for ECS-related conditions, 46.4% (84/181) tested for 41 genes that are not detected by traditional or ethnicity-based carrier screening, with the most common being GJB2-related nonsyndromic hearing loss (the fourth most common condition tested in our practice, representing 6.6% of our total PGT-M volume), followed by 21-hydroxylase deficient congenital adrenal hyperplasia (CYP21A2) and familial Mediterranean fever (MEFV). There were eight patients (2.3%) who either were or could have been identified on our current 283-disease ECS panel but would have been missed on our prior 176-disease ECS panel. Eight patients did PGT-M for HLA matching, and three did non-disclosure PGT-M (two for Huntington's disease/HTT and one for CADASIL/NOTCH3). 80/124 genes tested (64.5%) were unique to a single patient.
CONCLUSION(S): PGT-M is performed for a wide range of genetic conditions, and nearly two-thirds of genes tested in our clinic were unique to a single patient. While most conditions tested are childhood-onset, BRCA1 is the most common gene tested by our patient population, and the proportion of patients testing for HC syndromes has doubled over the past three years. More than half of patients pursued PGT-M for conditions detectable through ECS but not through traditional carrier screening; however, increasing the ECS panel size by more than 100 conditions has only had a minor effect on PGT-M uptake. IMPACT STATEMENT: This large dataset from a single IVF clinic highlights the impact of HC testing and ECS on PGT-M utilization over the past decade
EMBASE:638129922
ISSN: 1556-5653
CID: 5250762

A MACHINE LEARNING BASED MORPHOLOGY VERSUS AUTOMATIC MORPHOKINETIC ALGORITHMS FOR IMPLANTATION PREDICTION [Meeting Abstract]

Ben-Meir, A; Har-Vardi, I; Karavani, G; Levitas, E; Grifo, J A; Wang, F; Erlich, I
OBJECTIVE: To compare three different implantation prediction models using artificial intelligence algorithms (AI) that analyze (I) morphology only, (II) morphokinetic events only using an automatic AI-based annotation model, and (III) a combination of both, in a retrospective multi-center study. MATERIALS AND METHODS: The automatic morphokinetic evaluation tool was trained on 36561 annotated embryos obtained between 2014 - 2019 (34132 in training set and 2429 in test set). Morphokinetic annotation and morphology evaluation of 6938 embryos with known implantation data (KID) were used to train and test KID+TM, an AI algorithm. The training set consisted of 6363 embryos (1078 KID-positive and 5285 KID-negative). The blind test set consisted of 575 embryos (171 KID-positive and 404 KID-negative). KID+TM scored the embryos for implantation potential based on an automatic evaluation of morphokinetic and morphology data. We compared our combined morphokinetic and morphology model KID+TM to (I) a model that only considers morphokinetic events and (II) a model that only considers morphology from the last frame of embryo development.
RESULT(S): We aimed to compare the implantation prediction potential of algorithms that analyze morphokinetic features only, morphology features only, and a combination of both. To accomplish this, we trained a convolutional neural network (CNN) to perform automatic annotations of embryo development events (r2 =0.95). Analysis of these estimated annotations revealed a robust implantation prediction tool with an area under curve (AUC) continuously increasing from 30 to 116 hours post insemination, reaching a maximal AUC of 0.65 at 116 hours. However, single image analysis of the last frame of the embryo video after the morula stage demonstrated better prediction with AUC of 0.68 at 116 hours. Thus, the combined morphokinetic and morphology algorithm was valuable for implantation prediction until the start of blastulation (~90 hours). After the start of blastulation, the combined algorithm did not demonstrate a superior AUC relative to the morphology only algorithm with an AUC of 0.68 at 116 hours.
CONCLUSION(S): The combined morphokinetic and morphology algorithm was more effective for implantation prediction at the cleavage stage than the morphology only algorithm. Thus, the combined algorithm has the potential to improve the embryo selection process for day 3 transfers. In the later stages of embryo development, the morphology only algorithm was as effective for implantation prediction as the combined algorithm. IMPACT STATEMENT: AI models have the potential to eliminate the high degree of inter- and intra-observer variability associated with embryo assessment by automating morphokinetic and morphology evaluation to accurately predict embryo outcomes, thereby improving IVF outcomes. In addition, AI models leveraging morphokinetic and morphology data may be able to accurately evaluate embryos in earlier stages of development to improve selection for day 3 transfers
EMBASE:638129740
ISSN: 1556-5653
CID: 5250782

CHARACTERIZATION OF TELOMERES IN HUMAN ANEUPLOID BLASTOCYSTS [Meeting Abstract]

Wang, F; McCulloh, D H; Wiltshire, A M; Fioravanti, Schaal R; Oh, C; McCaffrey, C; Grifo, J A; Keefe, D L
OBJECTIVE: To compare telomere length (TL) and telomerase gene expression in human euploid and aneuploid blastocysts generated from IVF treatment. MATERIALS AND METHODS: TL and telomerase gene expression were measured in cryopreserved aneuploid (N=115) and euploid (N=4) human blastocysts donated by 26 patients who consented research under approval of IRB study #16-00154. Blastocysts were classified according to number of aneuploid chromosomes (A1-one segmental error, A2-one whole chromosome error, A3-two chromosomal errors and A4- >= 3 chromosomal errors). Genomic DNA and messenger RNA were separated simultaneously from individual blastocysts after thawing in vitrification-warming media. Telomerase reverse transcriptase (TERT) and telomerase RNA component (TERC) mRNA levels were determined by RT-qPCR with GAPDH as internal control, and TL was measured by qPCR with 5s rDNA as internal control. Relative gene expression and TL were calculated by DELTADELTACt method, and GraphPad Prism 8 software was used for statistical analysis.
RESULT(S): TL and telomerase gene expression were not normally distributed, so nonparametric tests were used to compare the medians among groups (Table 1). Median TL, TERTand TERC levels didn't differ by number of chromosome errors nor between aneuploid and euploid groups. Intriguingly, TL, TERT and TERC levels in aneuploid blastocysts tended to be greater compared to euploid blastocysts. TL in blastocysts correlated with telomerase TERT expression (R2 =0.054, P = 0.011), but not TERC expression (R2 =0.0002, P = 0.865).
CONCLUSION(S): To our knowledge, this is the largest study to measure telomere length and telomerase gene expression in human blastocysts. Our data indicated that telomeres are lengthened and telomerase is activated in aneuploid embryos at blastocyst stage. Moreover, telomere length and telomerase gene TERT in human blastocysts correlate regardless of ploidy status. Like cancer cells, TERT is highly expressed in aneuploid blastocysts. IMPACT STATEMENT: Robust TERT expression and telomere maintenance in aneuploid human blastocysts may explain why extended in vitro culture alone is insufficient to cull out aneuploidy embryos during IVF (Table Presented)
EMBASE:638129675
ISSN: 1556-5653
CID: 5250812