Figliuzzi Matteo, Bori Lorena, Ottolini Christian Simon, Picchetta Ludovica, Caroselli Silvia, Reverenna Marco, Poli Maurizio, Campbell Alison, Smith Rachel, Coticchio Giovanni, Cimadomo Danilo, Rienzi Laura Francesca, Meseguer Marcos, Capalbo Antonio
Juno Genetics Italy, Reproductive Genetics, Rome, Italy.
IVIRMA Global Research Alliance, IVI, Valencia, Spain.
Fertil Steril. 2025 Apr;123(4):624-633. doi: 10.1016/j.fertnstert.2024.10.042. Epub 2024 Nov 5.
To assess whether segmental aneuploid embryos display unique morphokinetic patterns.
Retrospective multicenter study including a total of 7,027 embryos cultured between 2016 and 2021 in three European in vitro fertilization centers. Analysis was performed on aggregated multicenter data and separately for data from each center. Embryos with no more than four chromosomal alterations were considered in the analysis, resulting in 3,040 euploids and 2,818 whole-chromosome and 697 segmental aneuploids. Overall, the data set contained 3,742 distinct euploid-segmental sibling pairs.
Standard morphokinetic features were annotated using various time-lapse systems. Blastocysts were subjected to comprehensive chromosomal screening via preimplantation genetic testing for aneuploidy.
Morphokinetic patterns were compared among euploid, whole-chromosome aneuploid, and segmental aneuploid embryos.
Morphokinetic timings across groups were compared using statistical analysis, and associations with cleavage features were assessed. Multicenter and center-specific multivariate logistic regression models were calibrated, and their predictive performance was evaluated on independent test set data using area under the receiver operating characteristic curve (AUROC) metrics.
Segmental aneuploid embryos cleaved significantly slower than their euploid siblings across the first three cell cycles, with a delay reaching the blastocyst-stage of development. Specifically during these early cell cycles, segmental aneuploid embryos were also shown to be significantly slower than their aneuploid siblings. A logistic model on the basis of morphokinetic data from the multicenter data set and regressed against type of aneuploidy displayed modest predictive performance on an independent test set (train-AUROC = 0.58; test-AUROC = 0.57). Predictive performance improved on the basis of data from a single center displaying adequate predictive performance on an independent test set from the same center (train-AUROC = 0.74; test-AUROC = 0.64). However, the predictive value diminished when tested on data from other centers (AUROC = 0.52-0.55). Finally, the presence of multinucleation and blastomere exclusion at the cleavage stage were associated with segmental aneuploidies. The combination of morphokinetic features and these discrete embryo morphological features into the logistic regression model (train-AUROC = 0.71) provided an improved prediction of segmental aneuploidy, supporting future investigations using more comprehensive annotation systems.
The developed predictive framework may help improve decision-making in preimplantation genetic testing for aneuploidy cycles, helping in the evaluation of embryos showing segmental aneuploidy and distinguishing which embryos are more likely to not have lethal uniform aneuploidies for transfer.
评估节段性非整倍体胚胎是否呈现独特的形态动力学模式。
回顾性多中心研究,共纳入2016年至2021年在三个欧洲体外受精中心培养的7027枚胚胎。对汇总的多中心数据以及各中心的数据分别进行分析。分析纳入染色体改变不超过四处的胚胎,得到3040枚整倍体胚胎、2818枚全染色体非整倍体胚胎和697枚节段性非整倍体胚胎。总体而言,数据集包含3742对不同的整倍体-节段性非整倍体同胞胚胎。
使用各种延时系统标注标准形态动力学特征。通过植入前基因检测非整倍体对囊胚进行全面染色体筛查。
比较整倍体、全染色体非整倍体和节段性非整倍体胚胎的形态动力学模式。
使用统计分析比较各组间的形态动力学时间,并评估与卵裂特征的相关性。校准多中心和中心特异性多变量逻辑回归模型,并使用受试者操作特征曲线下面积(AUROC)指标在独立测试集数据上评估其预测性能。
在最初的三个细胞周期中,节段性非整倍体胚胎的卵裂明显慢于其整倍体同胞胚胎,发育至囊胚期出现延迟。具体而言,在这些早期细胞周期中,节段性非整倍体胚胎也明显慢于其非整倍体同胞胚胎。基于多中心数据集的形态动力学数据并针对非整倍体类型进行回归分析的逻辑模型在独立测试集上显示出适度的预测性能(训练集AUROC = 0.58;测试集AUROC = 0.57)。基于来自单个中心的数据,在来自同一中心的独立测试集上显示出足够的预测性能(训练集AUROC = 0.74;测试集AUROC = 0.64),预测性能有所提高。然而,在其他中心的数据上进行测试时,预测价值降低(AUROC = 0.52 - 0.55)。最后,卵裂期多核化和卵裂球排除的存在与节段性非整倍体相关。将形态动力学特征与这些离散的胚胎形态特征结合到逻辑回归模型中(训练集AUROC = 0.71),可改善对节段性非整倍体的预测,支持未来使用更全面标注系统的研究。
所开发的预测框架可能有助于改善非整倍体周期植入前基因检测中的决策,有助于评估显示节段性非整倍体的胚胎,并区分哪些胚胎更可能没有致死性均匀非整倍体以供移植。