No abstract

Selection of the best quality embryo is the key for a faithful implantation in in vitro fertilization (IVF) practice. However, the process of evaluating numerous images captured by time‐lapse imaging (TLI) system is time‐consuming and some important features cannot be recognized by naked eyes. Convolutional neural network (CNN) is used in medical imaging yet in IVF. The study aims to apply CNN on day‐one human embryo TLI. We first presented CNN algorithm for day‐one human embryo segmentation on three distinct features: zona pellucida (ZP), cytoplasm and pronucleus (PN). We tested the CNN performance compared side‐by‐side with manual labelling by clinical embryologist, then measured the segmented day‐one human embryo parameters and compared them with literature reported values. The precisions of segmentation were that cytoplasm over 97%, PN over 84% and ZP around 80%. For the morphometrics data of cytoplasm, ZP and PN, the results were comparable with those reported in literatures, which showed high reproducibility and consistency. The CNN system provides fast and stable analytical outcome to improve work efficiency in IVF setting. To conclude, our CNN system is potential to be applied in practice for day‐one human embryo segmentation as a robust tool with high precision, reproducibility and speed.

No abstract

Objective: To summarize the currently available Phase I and II clinical trials of the effects of Nonoxynol-9 (N-9) on human sperm structure and functions. Methods: A systematic review and meta-analysis aiming to evaluate the spermicidal activity of N-9 on motility, was conducted in PubMed, EMBASE, and Cochrane databases by 10 March 2021. Counted numbers of progressive motile (PR) sperm in cervical mucus and the vanguard sperm penetration distances were analyzed. Other effects on sperm structures and physiological activities were reviewed as well. Results: In the pooled results, percentages or counted numbers of PR sperm decreased after the treatment of N-9. Vanguard sperm penetration distance was shortened in treated groups. N-9 has been confirmed to damage the structures of sperm, as well as other organelles like acrosome and mitochondria. The physiological activities such as generation of reactive oxygen species (ROS), superoxide dismutase (SOD) activity, acrosin activity, and hemizona binding were all inhibited in the reviewed studies. Conclusions: N-9 has several impacts on sperm owing to its potency in reducing sperm motility and cervical mucus penetration, as well as other functional competencies.

Study question What are the underlying mechanisms of EGCG to alleviate Ovary hyperstimulation syndrome (OHSS)? Summary answer EGCG inhibited VEGF via TGF-β1 classical-SMAD pathway and 67LR-mediated CREB pathway and could reduce the ovarian inflammatory effect and attenuated OHSS progress in rat model. What is known already Ovarian hyperstimulation syndrome (OHSS) is one of the most severe complications of COH during IVF treatment. The pathophysiology of OHSS is characterized by increased capillary permeability, VEGF is an important mediator in OHSS, and serum VEGF levels have been shown to correlate with OHSS severity. (-)-epigallocatechin-3-gallate (EGCG) is the most abundant and biologically active polyphenolic catechin in green tea and has been reported to have multiple effects in humans. Many research indicated that in many pathological processes, EGCG could inhibit VEGF and its receptor expression and have an angiogenesis effect. Herein, EGCG might have a therapeutic effect on OHSS. Study design, size, duration We investigated the role of EGCG in OHSS in vitro and in vivo. The primary human granulosa-lutein(hGL) cells and human granulosa-like tumor (KGN) cell line were cultured and treated with different concentrations of EGCG for 24 hours. Animal OHSS model was established in SD rats by injection of pregnant mare serum gonadotropin (PMSG), and randomly assigned to receive vehicle only or EGCG for 3 days. All experiments were performed 3-8 times for comparisons. Participants/materials, setting, methods The effect of EGCG on KGN and hGL cells was determined by MTT assay. The body weight of rats was measured every day, and the ovary size was measured after removal, the permeability was determined by Evans-blue. The serum estrogen and VEGF level in rats were detected by ELISA. RNA and protein expressions of VEGF, VEGFR-2, TGF-β, and TβR II were detected by qPCR and Western-blotting and immunostaining in vitro and in vivo experiments. Main results and the role of chance Our study demonstrated that administration of EGCG attenuated the development of OHSS in rats, as shown by histological examination and ovarian weight and morphology. The ovary weight was significantly decreased in the EGCG treatment group compared with the OHSS group (147.9 vs 206.5 mg). Additionally, compared to OHSS rats, EGCG treated rats exhibit downregulated ovarian VEGF expression determined by IHC and RT-qPCR. VEGF and E2 protein levels significantly decrease in the serum of the EGCG treatment group. EGCG exerted inhibitory effects on cell growth only in high dose (50uM) and longtime (48h) treatment in KGN and hGL cells. In KGN cells and hGL cells, EGCG significantly reduces the expression of VEGF and TGF-β at the RNA and protein levels. Furthermore, EGCG inhibits TGF-β1-induced VEGF production and secretion in KGN cells by suppressing TGF-β expression and its traditional Smad signaling pathway. EGCG also downregulates VEGF expression through the 67-kDa laminin receptor-mediated PKA-CREB pathway. Limitations, reasons for caution EGCG has been reported to employ a wide range of biological effects. Therefore, its suppressive effects on VEGF and TGF-β signaling pathway might be part of the pharmacological mechanisms to alleviate Ovary hyperstimulation syndrome. Further studies are also needed to explore the therapeutic mechanisms of melatonin from other perspectives. Wider implications of the findings Our findings add mechanistic insight in support of using EGCG as an adjuvant therapy in the management of OHSS. EGCG shows the potential to act as a novel alternative therapeutic drug to treat OHSS. Daily intake of green tea might be beneficial for women under COH to prevent OHSS. Trial registration number Not applicable