Human blastocyst spontaneous collapse is associated with worse morphological quality and higher degeneration and aneuploidy rates: a comprehensive analysis standardized through artificial intelligence
Author:
Cimadomo Danilo1ORCID, Marconetto Anabella2, Trio Samuele3, Chiappetta Viviana1, Innocenti Federica1, Albricci Laura1, Erlich Itay4, Ben-Meir Assaf45, Har-Vardi Iris46ORCID, Kantor Ben4, Sakov Anat7, Coticchio Giovanni8, Borini Andrea8ORCID, Ubaldi Filippo Maria1, Rienzi Laura19
Affiliation:
1. GeneraLife IVF, Clinica Valle Giulia , Rome, Italy 2. University Institute of Reproductive Medicine, National University of Córdoba , Córdoba, Argentina 3. GeneraLife IVF , Milan, Italy 4. Fairtilty Ltd , Tel Aviv, Israel 5. IVF Unit, Department of Obstetrics and Gynecology, Hadassah Medical Organization and Faculty of Medicine, Hebrew University of Jerusalem , Jerusalem, Israel 6. Fertility and IVF unit, Department of Obstetrics and Gynecology, Soroka University Medical Center and the Faculty of Health Sciences Ben-Gurion University of the Negev , Beer-Sheva, Israel 7. DataSights Ltd , Tel Aviv, Israel 8. 9.baby, GeneraLife IVF , Bologna, Italy 9. Department of Biomolecular Sciences, University of Urbino “Carlo Bo” , Urbino, Italy
Abstract
Abstract
STUDY QUESTION
What are the factors associated with human blastocyst spontaneous collapse and the consequences of this event?
SUMMARY ANSWER
Approximately 50% of blastocysts collapsed, especially when non-viable, morphologically poor and/or aneuploid.
WHAT IS KNOWN ALREADY
Time-lapse microscopy (TLM) is a powerful tool to observe preimplantation development dynamics. Lately, artificial intelligence (AI) has been harnessed to automate and standardize such observations. Here, we adopted AI to comprehensively portray blastocyst spontaneous collapse, namely the phenomenon of reduction in size of the embryo accompanied by efflux of blastocoel fluid and the detachment of the trophectoderm (TE) from the zona pellucida (ZP). Although the underlying causes are unknown, blastocyst spontaneous collapse deserves attention as a possible marker of reduced competence.
STUDY DESIGN, SIZE, DURATION
An observational study was carried out, including 2348 TLM videos recorded during preimplantation genetic testing for aneuploidies (PGT-A, n = 720) cycles performed between January 2013 and December 2020. All embryos in the analysis at least reached the time of starting blastulation (tSB), 1943 of them reached full expansion, and were biopsied and then vitrified.
PARTICIPANTS/MATERIALS, SETTING, METHODS
ICSI, blastocyst culture, TE biopsy without Day 3 ZP drilling, comprehensive chromosome testing and vitrification were performed. The AI software automatically registered tSB and time of expanding blastocyst (tEB), start and end time of each collapse, time between consecutive collapses, embryo proper area, percentage of shrinkage, embryo:ZP ratio at embryo collapse, time of biopsy (t-biopsy) and related area of the fully (re-)expanded blastocyst before biopsy, time between the last collapse and biopsy. Blastocyst morphological quality was defined according to both Gardner’s criteria and an AI-generated implantation score. Euploidy rate per biopsied blastocyst and live birth rate (LBR) per euploid single embryo transfer (SET) were the main outcomes. All significant associations were confirmed through regression analyses. All couple, cycle and embryo main features were also investigated for possible associations with blastocyst spontaneous collapse.
MAIN RESULTS AND THE ROLE OF CHANCE
At least one collapsing embryo (either viable or subsequently undergoing degeneration) was recorded in 559 cycles (77.6%) and in 498 cycles (69.2%) if considering only viable blastocysts. The prevalence of blastocyst spontaneous collapse after the tSB, but before the achievement of full expansion, was 50% (N = 1168/2348), irrespective of cycle and/or couple characteristics. Blastocyst degeneration was 13% among non-collapsing embryos, while it was 18%, 20%, 26% and 39% among embryos collapsing once, twice, three times or ≥4 times, respectively. The results showed that 47.3% (N = 918/1943) of the viable blastocysts experienced at least one spontaneous collapse (ranging from 1 up to 9). Although starting from similar tSB, the number of spontaneous collapses was associated with a delay in both tEB and time of biopsy. Of note, the worse the quality of a blastocyst, the more and the longer its spontaneous collapses. Blastocyst spontaneous collapse was significantly associated with lower euploidy rates (47% in non-collapsing and 38%, 32%, 31% and 20% in blastocysts collapsing once, twice, three times or ≥4 times, respectively; multivariate odds ratio 0.78, 95%CI 0.62-0.98, adjusted P = 0.03). The difference in the LBR after euploid vitrified-warmed SET was not significant (46% and 39% in non-collapsing and collapsing blastocysts, respectively).
LIMITATIONS, REASONS FOR CAUTION
An association between chromosomal mosaicism and blastocyst collapse cannot be reliably assessed on a single TE biopsy. Gestational and perinatal outcomes were not evaluated. Other culture strategies and media should be tested for their association with blastocyst spontaneous collapse. Future studies with a larger sample size are needed to investigate putative impacts on clinical outcomes after euploid transfers.
WIDER IMPLICATIONS OF THE FINDINGS
These results demonstrate the synergistic power of TLM and AI to increase the throughput of embryo preimplantation development observation. They also highlight the transition from compaction to full blastocyst as a delicate morphogenetic process. Blastocyst spontaneous collapse is common and associates with inherently lower competence, but additional data are required to deepen our knowledge on its causes and consequences.
STUDY FUNDING/COMPETING INTEREST(S)
There is no external funding to report. I.E., A.B.-M., I.H.-V. and B.K. are Fairtility employees. I.E. and B.K. also have stock or stock options of Fairtility.
TRIAL REGISTRATION NUMBER
N/A.
Publisher
Oxford University Press (OUP)
Subject
Obstetrics and Gynecology,Rehabilitation,Reproductive Medicine
Cited by
19 articles.
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