assisted hatching

辅助孵化
  • 文章类型: Journal Article
    背景:单卵(MZ)双胞胎被认为是由单个受精胚胎在不同阶段的裂变产生的。单拓扑MZ双胞胎,分享一个绒毛膜,起源于单个胚泡内的内细胞团(ICM)的分裂。在经典的双色子MZ双胞胎模型中,胚胎在压实前分裂,发育成两个胚泡.然而,有越来越多的ART病例,其中单个胚泡转移导致多胎MZ双胞胎,表明即使在胚泡形成后也可能发生胚胎分裂。
    目标:对于单绒毛膜MZ双胞胎,我们对ICM分裂的细胞机制进行了全面分析,从ART病例和动物实验中提取。此外,我们批判性地重新研究了双色子MZ双胞胎的经典早期分裂模型。我们探索在ART中导致两个分离胚泡的细胞机制,可能导致双色子MZ双胞胎。
    方法:相关研究,包括研究文章,reviews,在PubMed数据库中搜索了会议论文。通过使用术语组合发现IVF诊所的MZ双胞胎病例,包括“单卵双胞胎”和“IVF病例报告”,\'ART\',\'单胚胎移植\',或“二色子”。检索到的论文根据所涉及的机制或具有无法解释的机制进行分类。与MZ双胞胎相关的动物实验是使用“小鼠胚胎单卵双胞胎”发现的,\'鼠标8形阴影\',\'斑马鱼Janus突变体\',和“九带状的Armadillo胚胎”,以及通过日常阅读收集的文学作品。搜索仅限于英文文章,对出版日期或物种没有限制。
    结果:对于单绒毛膜MZ双胞胎,ART病例和小鼠实验表明,胚泡中较松散的ICM会增加ICM分离的机会。由胚层形成或8形阴影促进的物理力施加在ICM上,导致单绒毛膜MZ双胞胎。对于二氧质MZ双胞胎,经典模型类似于体外人工克隆小鼠胚胎,需要严格控制分裂力,重新加入预防,和适当的聚合,这允许在生理情况下形成两个独立的人类胚泡。相比之下,涉及非典型孵化或玻璃化加热周期后单个胚泡转移的ART程序可能导致胚泡分离。形态差异,分子机制,MZ孪生的各种动物模型系统的时间安排可能会阻碍这一研究领域。正如在未来的方向上讨论的那样,人类胚胎创新体外模型的最新发展可能提供有希望的途径,为人类胚胎发生过程中MZ孪生的细胞机制提供基本的新见解。
    结论:双胎妊娠对胎儿和母亲都构成高风险。虽然单胚胎移植通常用于预防ART中的双卵双胎妊娠,它不能防止MZ双胞胎的发生。根据我们对单绒毛膜和双绒毛膜MZ孪生的细胞机制的理解,以及对遗传机制的见解,可以实现改进的预测,预防,甚至在ART过程中的干预策略。
    不适用。
    BACKGROUND: Monozygotic (MZ) twins are believed to arise from the fission of a single fertilized embryo at different stages. Monochorionic MZ twins, who share one chorion, originate from the splitting of the inner cell mass (ICM) within a single blastocyst. In the classic model for dichorionic MZ twins, the embryo splits before compaction, developing into two blastocysts. However, there are a growing number of ART cases where a single blastocyst transfer results in dichorionic MZ twins, indicating that embryo splitting may occur even after blastocyst formation.
    OBJECTIVE: For monochorionic MZ twins, we conducted a comprehensive analysis of the cellular mechanisms involved in ICM splitting, drawing from both ART cases and animal experiments. In addition, we critically re-examine the classic early splitting model for dichorionic MZ twins. We explore cellular mechanisms leading to two separated blastocysts in ART, potentially causing dichorionic MZ twins.
    METHODS: Relevant studies including research articles, reviews, and conference papers were searched in the PubMed database. Cases of MZ twins from IVF clinics were found by using combinations of terms including \'monozygotic twins\' with \'IVF case report\', \'ART\', \'single embryo transfer\', or \'dichorionic\'. The papers retrieved were categorized based on the implicated mechanisms or as those with unexplained mechanisms. Animal experiments relating to MZ twins were found using \'mouse embryo monozygotic twins\', \'mouse 8-shaped hatching\', \'zebrafish janus mutant\', and \'nine-banded armadillo embryo\', along with literature collected through day-to-day reading. The search was limited to articles in English, with no restrictions on publication date or species.
    RESULTS: For monochorionic MZ twins, ART cases and mouse experiments demonstrate evidence that a looser ICM in blastocysts has an increased chance of ICM separation. Physical forces facilitated by blastocoel formation or 8-shaped hatching are exerted on the ICM, resulting in monochorionic MZ twins. For dichorionic MZ twins, the classic model resembles artificial cloning of mouse embryos in vitro, requiring strictly controlled splitting forces, re-joining prevention, and proper aggregation, which allows the formation of two separate human blastocysts under physiological circumstances. In contrast, ART procedures involving the transfer of a single blastocysts after atypical hatching or vitrified-warmed cycles might lead to blastocyst separation. Differences in morphology, molecular mechanisms, and timing across various animal model systems for MZ twinning can impede this research field. As discussed in future directions, recent developments of innovative in vitro models of human embryos may offer promising avenues for providing fundamental novel insights into the cellular mechanisms of MZ twinning during human embryogenesis.
    CONCLUSIONS: Twin pregnancies pose high risks to both the fetuses and the mother. While single embryo transfer is commonly employed to prevent dizygotic twin pregnancies in ART, it cannot prevent the occurrence of MZ twins. Drawing from our understanding of the cellular mechanisms underlying monochorionic and dichorionic MZ twinning, along with insights into the genetic mechanisms, could enable improved prediction, prevention, and even intervention strategies during ART procedures.
    UNASSIGNED: N/A.
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  • 文章类型: Journal Article
    在过去的几十年里,为了提高辅助生殖技术(ART)周期的成功率,科学家们一直试图优化胚胎培养和选择,以提高临床结果。在这种情况下,激光技术在世界范围内的应用已大大增加,目前已在ART中以多种方式应用:用于辅助孵化(AH)或透明带(ZP)的减薄,胚胎活检,在胞浆内单精子注射过程中固定和选择精子,以及在冷冻保存前诱导人工囊胚收缩。Laser-AH已被建议作为改善胚胎植入的程序:概念是通过ZP钻孔或减薄ZP可以改善孵化过程和植入。ZP的人工破坏可以通过不同的方法进行:机械,化学和激光,这是切除部分ZP并增加植入患者的可能性的最有利和最简单的方法之一,这些患者被定义为成功预后不良,或者当ZP太厚时。然而,在当前的文献中,没有足够的证据表明激光利用可能导致胚胎发育的潜在风险或损害;因此,本综述的主要目的是概述有关ZP的现有知识,以及操纵ZP以提高ART有效性的机制。此外,它强调了激光应用的积极方面,它是一种强大的工具,可能会增加接受ART周期的不育夫妇的怀孕机会。
    In the last decades, to enhance success rates in assisted reproductive technology (ART) cycles, scientists have continually tried to optimize embryo culture and selection to increase clinical outcomes. In this scenario, the application of laser technology has increased considerably worldwide and is currently applied across ART in several ways: for assisted hatching (AH) or thinning of the zona pellucida (ZP), embryo biopsy, to immobilize and select the sperm during intracytoplasmic sperm injection, as well as to induce artificial blastocyst shrinkage before cryopreservation. Laser-AH has been suggested as a procedure to improve embryo implantation: the concept is that drilling holes through or thinning of the ZP could improve the hatching process and implantation. The artificial disruption of the ZP can be performed by different approaches: mechanically, chemically and with the laser, which is one of the most favourable and easy methods to remove part of the ZP and to augment the possibilities of implantation in patients defined as having a poor prognosis of success, or when the ZP is too thick. However, in the current literature, there is not sufficient evidence about the potential risk or impairment that laser utilization might induce on embryo development; therefore, the main aim of the current review is to provide an overview of the existing knowledge on the ZP and the mechanisms of manipulating it to improve the effectiveness of ART. Also, it emphasizes the positive aspect of laser application as a powerful tool that might increase the chance of pregnancy for infertile couples undergoing ART cycles.
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  • 文章类型: Editorial
    暂无摘要。
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  • 文章类型: Case Reports
    该病例报告研究了一对患有11年原发性不孕症的夫妇所面临的困难。根据诊断评估,确定该男性是坏死精子症患者,而女性患有单侧眼角阻塞和多囊卵巢综合征(PCOS),并有糖尿病(DM)症状。对女性患者采用综合治疗方法,其中包括促性腺激素释放激素(GnRH)短拮抗剂方案,GnRH激动剂(GnRHa)触发剂,辅助孵化(AH),和使用低渗肿胀测试(HOST)来测量精子的活力。成功的结果,正如β-人绒毛膜促性腺激素(β-hCG)水平升高和成功的胚胎移植所证明的那样,强调了定制和多方面的方法在管理复杂的不孕症问题方面的有效性。这个例子提供了有关现代生殖技术如何成功地与专门的治疗计划相结合的深刻信息,以在困难的不孕症病例中取得成功。
    This case report examines the difficulties faced by a couple with 11 years of primary infertility. Based on the diagnostic evaluation, it was determined that the male was a necrozoospermia patient, while the female had unilateral cornual blockage and polycystic ovarian syndrome (PCOS) with diabetes mellitus (DM) symptoms identified. A comprehensive approach was used in the treatment for the female patient, which included a gonadotropin-releasing hormone (GnRH) short antagonist protocol, a GnRH agonist (GnRHa) trigger, assisted hatching (AH), and the use of the hypo-osmotic swelling test (HOST) to gauge the viability of the sperm. The successful outcome, as evidenced by the increasing levels of beta-human chorionic gonadotropin (β-hCG) and a successful embryo transfer, highlights the effectiveness of a customized and multifaceted approach in managing intricate infertility problems. This instance offers insightful information about the way modern reproductive technologies can be successfully integrated with specialized treatment plans to achieve successful outcomes in difficult cases of infertility.
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  • 文章类型: Journal Article
    目的:评估在胚胎移植前对玻璃化/温热胚泡进行激光介导的辅助孵化(AH)是否可以提高活产率。
    方法:“通过胚泡的辅助孵化(ALADDIN)去除pArtiaLzonApelluciDa”是一项平行随机对照设计的2中心比较研究。
    方法:参与者在2018年9月至2021年11月之间招募。他们年龄在18到39岁之间,接受非供体IVF周期,并计划使用玻璃化/温热的胚泡进行选择性单胚胎移植。那些有子宫异常的人,BMI>35kg/m2,重度男性因素不育,或进行植入前基因检测被排除.
    方法:使用1480nm二极管激光器进行辅助孵化,从1到5个时钟位置施加连续的0.2ms脉冲,去除大约三分之一的透明带。
    方法:主要结局是活产率。次要终点包括临床妊娠,流产,多胎妊娠,早产,产科和新生儿并发症,和先天性异常。
    结果:总体而言,698名参与者符合纳入标准,并被随机分组:352名患者被分配到AH组,346名患者被分配到对照组。一百零五(29.8%)和101(29.2%)参与者在治疗后实现了活产,分别(p=0.87)。用AH治疗的玻璃化/温热胚泡患者活产的相对风险为1.02(95CI:0.86-1.19)。女性年龄的探索性亚组分析,招募中心,IVF的适应症,授精方法,囊胚质量,囊胚发育的天数未能突显任何可能从解冻囊胚AH中受益的临床情况。
    结论:在接受玻璃化/温热胚泡冷冻胚胎移植的患者中,激光AH并不能提高活产率。需要进一步的研究来排除在特定患者亚组中更温和但潜在有趣的益处。
    OBJECTIVE: To evaluate whether laser-mediated assisted hatching (AH) performed on vitrified/warmed blastocysts before embryo transfer can improve live birth rate.
    METHODS: The \"pArtiaL zonA pelluciDa removal by assisteD hatchINg of blastocysts (ALADDIN)\" is a 2-center comparative study with a parallel randomized controlled design.
    METHODS: University hospital.
    METHODS: Participants were recruited between September 2018 and November 2021. They were aged 18-39 years, underwent nondonor in vitro fertilization cycles, and were scheduled for elective single embryo transfer with vitrified/warmed blastocysts. Those with uterine abnormalities, body mass index of >35 kg/m2, severe male factor infertility, or performing preimplantation genetic testing were excluded.
    METHODS: Assisted hatching was performed using a 1,480 nm diode laser, removing approximately one-third of the zona pellucida with continuous 0.2 ms pulses applied from the 1-5 o\'clock positions.
    METHODS: The primary outcome was the live birth rate. Secondary end points included clinical pregnancy, miscarriage, multiple pregnancies, preterm births, obstetric and neonatal complications, and congenital anomalies.
    RESULTS: Overall, 698 participants met the inclusion criteria and were randomized: 352 patients were assigned to the AH arm and 346 to the control arm. Of the participants, 105 (29.8%) and 101 (29.2%), respectively, achieved a live birth after treatment. The relative risk of live birth in patients with vitrified/warmed blastocysts treated with AH was 1.02 (95% confidence interval, 0.86-1.19). Exploratory subgroup analyses for women\'s age, recruiting centers, indications for in vitro fertilization, method of insemination, blastocyst quality, and days of blastocyst development failed to highlight any clinical situation that could benefit from AH in thawed blastocysts.
    CONCLUSIONS: In patients undergoing frozen embryo transfer with vitrified/warmed blastocysts, laser AH does not improve the live birth rate. Further studies are required to rule out milder but potentially interesting benefits in specific subgroups of patients.
    BACKGROUND: ClinicalTrials.gov: NCT03623659.
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  • 文章类型: Journal Article
    哺乳动物的受精卵,精子使卵子受精后形成的,经历几轮有丝分裂和形态发生以形成胚泡。在围植入期,胚泡从透明带(ZP)中孵化出来并侵入接受性子宫内膜。这个过程在生理和分子水平上促进了母胎对话,从而启动植入过程。胚泡孵化是由于胚泡腔中活跃的Na/K离子转运蛋白导致渗透压升高的结果,以及水解ZP的滋养外胚层(TE)产生的蛋白酶。这篇综述总结了支持胚泡孵化的过程,比如孵化时间表,在ZP的初始孵化过程中TE的位置,与胚泡孵化有关的分子,以及这些过程如何影响植入事件。此外,我们专注于识别可能影响着床质量和预测胚胎着床结局的关键分子.进一步了解这些分子的机制可能有助于我们提高辅助生殖技术(ART)在家畜育种中的效率。这篇综述提供了对胚胎发育的见解,特别是在胚泡孵化的短期过程中及其对随后植入的影响。
    The mammalian zygote, formed after a sperm fertilizes an egg, undergoes several rounds of mitosis and morphogenesis to form the blastocyst. During the peri-implantation period, the blastocyst hatches out of the zona pellucida (ZP) and invades the receptive uterine endometrium. This process promotes maternal-fetal dialogue at the physiological and molecular level, thereby initiating the implantation process. Blastocyst hatching is a consequence of elevated osmotic pressure due to active Na+/K+ ion transporter in the blastocyst cavity, as well as proteases produced by trophectoderm (TE) that hydrolyze the ZP. This review summarizes the process underpinning blastocyst hatching, such as the hatching schedule, the location of TEs during initial hatching out of the ZP, the molecules involved in blastocyst hatching, and how these processes affect implantation events. Additionally, we focus on identifying crucial molecules that may influence the quality of implantation and predict the outcome of embryo implantation. Further understanding the mechanism of these molecules may help us to improve the efficiency of Assisted reproductive technology (ART) in livestock breeding. This review provides insight into embryonic development, specifically during the short-term process of blastocyst hatching and its effects on the following implantation.
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  • 文章类型: Randomized Controlled Trial
    目的:辅助孵化是否会增加反复植入失败的低生育能力夫妇的累积活产率?
    结论:这项研究没有证据表明辅助孵化在反复植入失败的低生育能力夫妇中是一种附加效应。
    背景:辅助孵化的功效,在随机试验或荟萃分析中,活产率尚未得到令人信服的证明。建议尽管预后特别差的妇女,例如,反复植入失败的女性,可能会从辅助孵化中受益最大。
    方法:该研究设计为双盲,多中心随机对照优势试验。为了证明辅助孵化后,活产率在统计上显着绝对增加了10%,每个治疗臂需要包括294名参与者,总共有588对不生育的夫妇。参与者从2012年11月至2017年11月被纳入并随机分配,297人被分配到研究的辅助孵化臂,295人被分配到对照臂。对20名参与者进行分组随机化,并对参与者隐瞒随机化,治疗医生,和参与胚胎移植程序的实验室人员。卵巢过度刺激,取卵,实验室程序,移植和冷冻保存的胚胎选择,转移本身,和黄体支持根据当地方案进行,除了辅助孵化程序仅在干预组中进行外,干预组和对照组均相同.执行辅助孵化程序的实验室人员不参与胚胎移植本身。
    方法:参与者在接受了至少两个连续的新鲜IVF或ICSI胚胎移植后,有资格被纳入研究。包括转移源自这些新鲜周期的冷冻和解冻胚胎,并且没有导致怀孕,或者已经进行了至少一次新鲜IVF或ICSI移植和至少两次冷冻胚胎移植,其中胚胎来自该新鲜周期,但没有导致怀孕。这项研究是在荷兰的三家三级转诊医院和两家大学医学中心的实验室进行的。
    结果:每个开始周期的累积活产率,包括新鲜和后续冷冻/解冻胚胎的转移,如果适用,辅助孵化组有77例活产(n=297,25.9%),对照组有68例活产(n=295,23.1%)。这在统计学上没有显着差异(相对风险:1.125,95%CI:0.847至1.494,P=0.416)。
    结论:有一小群未生育的夫妇在未达到持续妊娠后,在试验结束时仍有冷冻保存的胚胎,即最后一次随机化后1年。不能排除这些冷冻/解冻胚胎的未来转移会增加任一或两个研究组的累积活产率。接下来,在这项研究开始时,关于反复植入失败的定义没有国际共识。因此,不能排除辅助孵化可能对高阶重复植入失败有效.
    结论:这项研究没有证据表明,在反复植入失败的低生育夫妇中,通过增加活产率,对辅助孵化没有统计学意义。即夫妻,基于荟萃分析,建议从辅助孵化中受益最大。因此,建议仅在提供有关无效果证据的信息时,才应提供辅助孵化。在没有额外费用的情况下,最好仅在考虑成本效益的临床试验中。
    背景:无。
    背景:荷兰试验注册(NTR3387,NL3235,https://www。临床试验登记。nl/nl/试验/26138)。
    2012年4月6日。
    2012年11月28日。
    Does assisted hatching increase the cumulative live birth rate in subfertile couples with repeated implantation failure?
    This study showed no evidence of effect for assisted hatching as an add-on in subfertile couples with repeated implantation failure.
    The efficacy of assisted hatching, with regard to the live birth rate has not been convincingly demonstrated in randomized trials nor meta-analyses. It is suggested though that especially poor prognosis women, e.g. women with repeated implantation failure, might benefit most from assisted hatching.
    The study was designed as a double-blinded, multicentre randomized controlled superiority trial. In order to demonstrate a statistically significant absolute increase in live birth rate of 10% after assisted hatching, 294 participants needed to be included per treatment arm, being a total of 588 subfertile couples. Participants were included and randomized from November 2012 until November 2017, 297 were allocated to the assisted hatching arm of the study and 295 to the control arm. Block randomization in blocks of 20 participants was applied and randomization was concealed from participants, treating physicians, and laboratory staff involved in the embryo transfer procedure. Ovarian hyperstimulation, oocyte retrieval, laboratory procedures, embryo selection for transfer and cryopreservation, the transfer itself, and luteal support were performed according to local protocols and were identical in both the intervention and control arm of the study with the exception of the assisted hatching procedure which was only performed in the intervention group. The laboratory staff performing the assisted hatching procedure was not involved in the embryo transfer itself.
    Participants were eligible for inclusion in the study after having had either at least two consecutive fresh IVF or ICSI embryo transfers, including the transfer of frozen and thawed embryos originating from those fresh cycles, and which did not result in a pregnancy or as having had at least one fresh IVF or ICSI transfer and at least two frozen embryo transfers with embryos originating from that fresh cycle which did not result in a pregnancy. The study was performed at the laboratory sites of three tertiary referral hospitals and two university medical centres in the Netherlands.
    The cumulative live birth rate per started cycle, including the transfer of fresh and subsequent frozen/thawed embryos if applicable, resulted in 77 live births in the assisted hatching group (n = 297, 25.9%) and 68 live births in the control group (n = 295, 23.1%). This proved to be statistically not significantly different (relative risk: 1.125, 95% CI: 0.847 to 1.494, P = 0.416).
    There was a small cohort of subfertile couples that after not achieving an ongoing pregnancy, still had cryopreserved embryos in storage at the endpoint of the trial, i.e. 1 year after the last randomization. It cannot be excluded that the future transfer of these frozen/thawed embryos increases the cumulative live birth rate in either or both study arms. Next, at the start of this study, there was no international consensus on the definition of repeated implantation failure. Therefore, it cannot be excluded that assisted hatching might be effective in higher order repeated implantation failures.
    This study demonstrated no evidence of a statistically significant effect for assisted hatching by increasing live birth rates in subfertile couples with repeated implantation failure, i.e. the couples which, based on meta-analyses, are suggested to benefit most from assisted hatching. It is therefore suggested that assisted hatching should only be offered if information on the absence of evidence of effect is provided, at no extra costs and preferably only in the setting of a clinical trial taking cost-effectiveness into account.
    None.
    Netherlands Trial Register (NTR 3387, NL 3235, https://www.clinicaltrialregister.nl/nl/trial/26138).
    6 April 2012.
    28 November 2012.
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  • 文章类型: Journal Article
    目的:本研究旨在回顾性评估富含透明质酸的转移培养基(HETM)对移植失败和根据Gardner滋养外胚层(TE)分类在移植时被分级为C的冷冻胚胎的移植的功效。
    方法:这项研究包括365个周期的不成功的冻融胚胎移植,在激素替代周期中,根据移植时TE的Gardner分类分级为C级。临床妊娠率比较采用χ2检验,将患者分为两组:一组转移包括HETM(HETM组)和一组转移不包括HETM(对照组)。作为子群分析,移植时TE分级为C级的患者被分为两组:年龄在39岁或以下的患者和移植时年龄在40岁或以上的患者.然后比较有和没有HETM的组的临床妊娠率。
    结果:HETM组和对照组的临床妊娠率没有差异。
    结论:透明质酸被认为通过促进胚胎和子宫内膜之间的粘附而有利于着床,有报道称,由于HETM,植入率和妊娠率得到改善。然而,目前的结果表明HETM的疗效有限.应进行进一步的病例系列,应研究其作为治疗方法的适用性。
    OBJECTIVE: This study aimed to retrospectively evaluate the efficacy of a hyaluronan-enriched transfer medium (HETM) for transfer failures and transfer of frozen embryos that have been graded as C at the time of transfer according to the Gardner classification of trophectoderm (TE).
    METHODS: This study included 365 cycles of unsuccessful frozen-thawed embryo transfers in hormone replacement cycles graded C according to the Gardner classification of TE at the time of transfer. Clinical pregnancy rates were compared using the χ2 test, with the patients divided into two groups: one whose transfers did include HETM (HETM group) and one whose transfers did not include HETM (control group). As a subgroup analysis, patients with a TE grade of C at the time of transplantation were divided into two groups: those aged 39 years or younger and those aged 40 years or older at the time of transplantation. The clinical pregnancy rates of the groups with and without HETM were then compared.
    RESULTS: No difference in the clinical pregnancy rates between the HETM and control groups was observed.
    CONCLUSIONS: Hyaluronic acid is believed to favor implantation by promoting adhesion between the embryo and the endometrium, and there are reports of improved implantation and pregnancy rates as a result of HETM. However, the present results suggest limited effectiveness for HETM. Further case series should be conducted, and the suitability of its use as a treatment should be investigated.
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  • 文章类型: Journal Article
    目的:确定深度学习人工智能算法是否可用于准确识别卵母细胞和卵裂期胚胎图像上的关键形态标志,用于显微操作程序,如卵胞浆内单精子注射(ICSI)或辅助孵化(AH)。
    方法:训练了两个卷积神经网络(CNN)模型,已验证,并在三个重复中进行测试,以确定用于指导胚胎学家进行显微操作程序的关键形态标志。训练了第一个模型(CNN-ICSI)(n=13,992),验证(n=1920),并进行了测试(n=3900),以通过极体识别来确定ICSI的最佳位置。训练了第二个模型(CNN-AH)(n=13,908),验证(n=1908),并进行了测试(n=3888),以确定透明带上AH的最佳位置,该位置使与健康卵裂球的距离最大化。
    结果:CNN-ICSI模型以98.9%的准确度(95%CI98.5-99.2%)准确地识别了极体和相应的最佳ICSI位置,受试者操作者特征(ROC)的曲线下微观和宏观面积(AUC)为1。CNN-AH模型以99.41%的精度(95%CI99.11-99.62%)准确地确定了最佳AH位置,ROC的微观和宏观AUC为1。
    结论:深度CNN模型在准确识别卵母细胞和卵裂期胚胎的关键标志以进行显微操作方面显示出强大的潜力。这些发现很新颖,微操作程序自动化中必不可少的垫脚石。
    OBJECTIVE: To determine if deep learning artificial intelligence algorithms can be used to accurately identify key morphologic landmarks on oocytes and cleavage stage embryo images for micromanipulation procedures such as intracytoplasmic sperm injection (ICSI) or assisted hatching (AH).
    METHODS: Two convolutional neural network (CNN) models were trained, validated, and tested over three replicates to identify key morphologic landmarks used to guide embryologists when performing micromanipulation procedures. The first model (CNN-ICSI) was trained (n = 13,992), validated (n = 1920), and tested (n = 3900) to identify the optimal location for ICSI through polar body identification. The second model (CNN-AH) was trained (n = 13,908), validated (n = 1908), and tested (n = 3888) to identify the optimal location for AH on the zona pellucida that maximizes distance from healthy blastomeres.
    RESULTS: The CNN-ICSI model accurately identified the polar body and corresponding optimal ICSI location with 98.9% accuracy (95% CI 98.5-99.2%) with a receiver operator characteristic (ROC) with micro and macro area under the curves (AUC) of 1. The CNN-AH model accurately identified the optimal AH location with 99.41% accuracy (95% CI 99.11-99.62%) with a ROC with micro and macro AUCs of 1.
    CONCLUSIONS: Deep CNN models demonstrate powerful potential in accurately identifying key landmarks on oocytes and cleavage stage embryos for micromanipulation. These findings are novel, essential stepping stones in the automation of micromanipulation procedures.
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  • 文章类型: Journal Article
    目前,没有标准化的辅助孵化方案(AH),该领域充满了相互矛盾的数据.我们假设这种矛盾可能与临床实践中的不一致有关。本研究旨在调查应用,preferences,以及在胚胎移植(AHpET)和活检(AHpBP)之前的当前临床实践中AH的变化。网上自愿调查,包括关于AH不同方面的25个问题,在2019年10月至2020年3月期间,通过时事通讯在不同的生育中心分发。一百二十九个不同的生育中心参加了调查。AHpBP在这些中心中被广泛使用(90.6%[48/53]),尤其是滋养外胚层活检(92.2%[47/51])。相比之下,只有64.6%(73/113)的中心管理AHpET;在英国的中心,AHpET的应用甚至更低(36.6%[15/41]).尽管激光脉冲已成为AH的主要技术,精确策略存在显著差异。Pellucida(ZP)钻井是AHpBP的主要方法,而ZP钻孔和ZP减薄同样适用于AHpET。此外,ZP操作在ZP开口的大小和ZP变薄的延伸方面差异很大。这是与AH当前做法有关的第一个代表性调查。激光辅助AH被广泛使用,尤其是AHpBP。然而,不同中心的临床实践存在显著差异.未来的研究应旨在为AH创建标准化方案,以帮助减少临床实践中的明显差异并研究AH的真实价值。
    At present, there is no standardised protocol for assisted hatching (AH) and the field is beset with contradictory data. We hypothesised that such contradiction may be related to inconsistencies in clinical practice. This study aimed to investigate the application, preferences, and variations of AH in current clinical practice prior to embryo transfer (AHpET) and biopsy (AHpBP). An online voluntary survey, consisted of 25 questions regarding different aspects of AH, was circulated amongst different fertility centres via newsletters between October 2019 and March 2020. One-hundred twenty-nine different fertility centres participated in the survey. AHpBP was widely used (90.6% [48/53]) amongst these centres, especially for trophectoderm biopsy (92.2% [47/51]). In contrast, only 64.6% (73/113) of centres administrated AHpET; the application of AHpET was even lower in UK-based centres (36.6% [15/41]). Although laser pulses have become the predominant technique for AH, significant variation existed in the precise strategy. Zona pellucida (ZP) drilling was the main method for AHpBP, whilst both ZP drilling and ZP thinning were applied equally for AHpET. Furthermore, the ZP manipulation varied widely with regards to the size of the ZP opening and the extension of ZP thinning. This is the first representative survey relating to the current practice of AH. Laser-assisted AH is used extensively, especially for AHpBP. However, there is significant disparity in clinical practice across different centres. Future research should aim to create a standardised protocol for AH to help reduce the evident variation in clinical practice and investigate the true value of AH.
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