System and method for non-invasive embryo transplantation priority rating
A priority, embryo technology, applied in the field of assisted reproduction, can solve problems such as lack of embryo verification research, achieve the effect of improving the success rate and reducing the cancellation rate of FET cycles
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Embodiment 1
[0266] Training data set construction and random forest model establishment
[0267] Embryo culture fluid collection
[0268] In 2017, a total of 345 embryo culture fluids were collected from Nanjing Jinling Hospital Reproductive Medicine Center, Changzheng Hospital and Nanjing Drum Tower Hospital. The approval of the Institutional Ethics Review Board (IRB) [Reference number: 2016NJKY-028, CZEC (2017-06), 2017-09-02] and informed consent were obtained before the study was carried out. The age of female patients is 20-45 years old. All embryos were ICSI (cytoplasmic sperm injection) embryos cultured in vitro to the cleavage stage (D3); after washing, they were transferred to a drop of fresh blastocyst medium (SAGE, Cooper Surgical Fertility Co., Denmark). Morphological parameters of early cleavage by Gardner et al. -stage embryos that correlate with fetal development and delivery: prospective and applied data for increased pregnancy rates. Hum. Reprod. 22, 230-240 (2007)),...
Embodiment 2
[0304] Embryo rating system based on model-predicted euploid probability
[0305] Model-Based Prediction of Euploid Probability
[0306] With the advent of the comprehensive chromosome screening (CCS) method, this method has been used to select euploid embryos for clinical embryo transfer. The ploidy of an embryo can be indicated by the pattern of copy number abnormalities (CNV) in the embryo. Traditionally, the cutoff value of chromosome copy number gain / loss is set to report euploid, aneuploid or mosaic embryos (A.R.Victor et al., One hundred mosaic embryos transferred prospectively in asingle clinic: exploring when and why they result in healthy pregnancies. Fertil. Steril. 111, 280-293 (2019)). However, DNA molecules in embryo culture fluid are highly fragmented and degradable in nature, and this relatively arbitrary way of sorting embryos, when applied to chromosome screening of embryo culture fluid samples, may lead to high aneuploidy / mosaicism ratio (H. Bolton et a...
Embodiment 3
[0324] A prospective observational study validates a rating system-based embryo screening strategy
[0325] patient selection
[0326] All oocyte recovery cycles and single blastocyst resuscitation and transplantation cycles were carried out in the Reproductive Medicine Center of Nanjing Jinling Hospital from July 2017 to December 2018, and NICS screening was performed. This study was approved by the Ethics Committee of Nanjing Jinling Hospital (volume number 2016NJKY-028), and written informed consent was obtained before the study.
[0327] Inclusion criteria were as follows: maternal age 20 years; embryos from ICSI (intracytoplasmic sperm injection) and cultured to the blastocyst stage (D5 / 6), blastocysts were collected in all cycles for culture liquid; between July 2017 and December 2018, at least one cycle of blastocyst resuscitation and transfer was performed.
[0328] Exclusion criteria include: patients with abnormal uterine cavity shape, endometrial injury, intraut...
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