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Correction: Varied cellular abnormalities in thin vs. normal endometrium in recurrent implantation failure by single-cell transcriptomics. 更正:通过单细胞转录组学分析复发性着床失败中薄子宫内膜与正常子宫内膜的不同细胞异常。
IF 4.2 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-08-27 DOI: 10.1186/s12958-024-01283-x
Xiaoying Fu, Xiaoyan Guo, Han Xu, Yini Li, Bihui Jin, Xirong Zhang, Chongyi Shu, Yuhang Fan, Yiqi Yu, Yuqing Tian, Jiao Tian, Jing Shu
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引用次数: 0
Uric acid and risk of gestational diabetes mellitus: an observational study and mendelian randomization analysis. 尿酸与妊娠糖尿病的风险:一项观察性研究和孟德尔随机分析。
IF 4.2 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-08-27 DOI: 10.1186/s12958-024-01278-8
Nuerbiya Xilifu, Rui Zhang, Yongling Dai, Miyeshaer Maimaiti, Zhangyan Li, Ju Yang, Shufei Zang, Jun Liu

Objective: Our aim was to explore the relationship between serum uric acid (UA) levels in early pregnancy and the development of gestational diabetes mellitus (GDM), and to further explore whether there is a causal relationship.

Methods: 684 pregnant women with GDM and 1162 pregnant women without GDM participated in this study. 311 pregnant women with GDM and 311 matched controls were enrolled in a 1:1 case-control study. We used conditional logistic regression to explore the relationship between UA levels and the risk of developing GDM. The causal relationship between the two was examined by two-sample Mendelian randomization (MR) analysis.

Results: In the 1:1 matched population, the odds ratio (OR) of developing GDM compared with the extreme tertiles of UA levels was 1.967 (95% confidence interval [CI]: 1.475-2.625; P < 0.001). Restricted cubic spline analyses showed a linear relationship between UA and GDM when UA exceeded 222 µmol/L. GDM and UA levels maintained a statistically significant positive correlation in different stratified regression analyses (P < 0.001). However, no evidence of a causal relationship between uric acid and GDM was found by MR analyses with an OR of 1.06 (95% CI: 0.91-1.25) per unit increase in UA.

Conclusion: There is a positive correlation between UA levels in early pregnancy and the subsequent risk of developing GDM. However, no genetic evidence was found to support a cause-effect relationship between UA and GDM.

研究目的我们的目的是探讨妊娠早期血清尿酸(UA)水平与妊娠糖尿病(GDM)发生之间的关系,并进一步探讨两者之间是否存在因果关系。311名患有GDM的孕妇和311名匹配的对照组参加了1:1病例对照研究。我们采用条件逻辑回归法探讨了 UA 水平与 GDM 发病风险之间的关系。二者之间的因果关系通过双样本孟德尔随机分析(MR)进行了检验:结果:在 1:1 匹配的人群中,与 UA 水平的极端三分位数相比,罹患 GDM 的几率比(OR)为 1.967(95% 置信区间 [CI]:1.475-2.625):P 结论:孕早期尿酸水平与随后罹患 GDM 的风险呈正相关。然而,没有发现遗传学证据支持 UA 与 GDM 之间的因果关系。
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引用次数: 0
Effect of LH level on HCG trigger day on clinical outcomes in patients with diminished ovarian reserve undergoing GnRH-antagonist protocol. 接受 GnRH-拮抗剂方案治疗的卵巢储备功能减退患者在 HCG 触发日的 LH 水平对临床结果的影响。
IF 4.2 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-08-22 DOI: 10.1186/s12958-024-01280-0
Qianjie Zhang, Kexin Zhang, Yu Gao, Shaojing He, Yicen Meng, Lei Ming, Tailang Yin, Jing Yang, Shuang Wu, Zhongming Zhou, Wei Li, Saijiao Li

Research question: Does luteinizing hormone (LH) levels on human chorionic gonadotropin (HCG) trigger day (LHHCG) affect the clinical outcomes of patients with diminished ovarian reserve (DOR) undergoing gonadotropin-releasing hormone antagonist (GnRH-ant) protocol?

Methods: Retrospective analysis fresh embryo transfer cycles of DOR patients who underwent GnRH-ant protocol from August 2019 to June 2023. The participants were divided into different groups according to LHHCG level and age. The clinical data and outcomes were compared between groups.

Results: In patients with DOR, the HCG positive rate (59.3% versus 39.8%, P = 0.005), embryo implantation rate (34.5% versus 19.7%, P = 0.002), clinical pregnancy rate (49.2% versus 28.4%, P = 0.003), live birth rate (41.5% versus 22.7%, P = 0.005) in LHHCG < 2.58 IU/L group were significantly higher than LHHCG ≥ 2.58 IU/L group. There was no significant correlation between LHHCG level and clinical pregnancy in POSEIDON group 3. In POSEIDON group 4, the HCG positive rate (52.8% versus 27.0%, P = 0.015), embryo implantation rate (29.2% versus 13.3%, P = 0.023), clinical pregnancy rate (45.3% versus 18.9%, P = 0.010) in LHHCG < 3.14 IU/L group were significantly higher than LHHCG ≥ 3.14 IU/L group. Logistic regression analysis indicated that LHHCG level was an independent influencing factor for clinical pregnancy in POSEIDON group 4 patients (OR = 3.831, 95% CI: 1.379-10.643, P < 0.05).

Conclusions: LHHCG level is an independent factor affecting pregnancy outcome of fresh embryo transfer in DOR patients undergoing GnRH-ant protocol, especially for advanced-aged women. LHHCG had a high predictive value for POSEIDON group 4 patients, and LHHCG ≥ 3.14 IU/L predicts poor pregnancy outcomes.

研究问题:人绒毛膜促性腺激素(HCG)触发日(LHHCG)的黄体生成素(LH)水平是否会影响接受促性腺激素释放激素拮抗剂(GnRH-ant)方案治疗的卵巢储备功能减退(DOR)患者的临床结果?回顾性分析2019年8月至2023年6月期间接受GnRH-ant方案的DOR患者的新鲜胚胎移植周期。根据 LHHCG 水平和年龄将参与者分为不同组别。比较了各组的临床数据和结果:在DOR患者中,LHHCG<2.58 IU/L组的HCG阳性率(59.3%对39.8%,P=0.005)、胚胎植入率(34.5%对19.7%,P=0.002)、临床妊娠率(49.2%对28.4%,P=0.003)、活产率(41.5%对22.7%,P=0.005)均显著高于LHHCG≥2.58 IU/L组。在 POSEIDON 3 组中,LHHCG 水平与临床妊娠无明显相关性。 在 POSEIDON 4 组中,LHHCG < 3.14 IU/L 组的 HCG 阳性率(52.8% 对 27.0%,P = 0.015)、胚胎着床率(29.2% 对 13.3%,P = 0.023)、临床妊娠率(45.3% 对 18.9%,P = 0.010)均明显高于 LHHCG ≥ 3.14 IU/L 组。逻辑回归分析表明,LHHCG 水平是 POSEIDON 第 4 组患者临床妊娠的独立影响因素(OR = 3.831,95% CI:1.379-10.643,P 结论:LHHCG 水平是 POSEIDON 第 4 组患者临床妊娠的独立影响因素:LHHCG水平是影响接受GnRH-ant方案的DOR患者鲜胚移植妊娠结局的一个独立因素,尤其是对高龄女性而言。LHHHCG对POSEIDON第4组患者有较高的预测价值,LHHHCG≥3.14 IU/L可预测不良妊娠结局。
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引用次数: 0
Consideration of hormonal changes for orthodontic treatment during pregnancy and lactation - a review. 妊娠期和哺乳期正畸治疗对荷尔蒙变化的考虑--综述。
IF 4.2 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-08-20 DOI: 10.1186/s12958-024-01281-z
Yujie Zhao, Shengqi Qian, Zhijun Zheng, Juxiang Peng, Jianguo Liu, Xiaoyan Guan, Chengcheng Liao

Hormonal changes in pregnant and lactating women significantly affect bone metabolism and overall stress levels, positioning them as a unique group within the orthodontic population. Fluctuations in estrogen, progesterone, prolactin, and other hormones are closely linked to bone remodeling and the periodontal tissue's response to inflammation caused by dental plaque. Hormones such as thyrotropin, leptin, and melatonin also play crucial roles in pregnancy and bone remodeling, with potential implications for orthodontic tooth movement. Additionally, adverse personal behaviors and changes in dietary habits worsen periodontal conditions and complicate periodontal maintenance during orthodontic treatment. Notably, applying orthodontic force during pregnancy and lactation may trigger stress responses in the endocrine system, altering hormone levels. However, these changes do not appear to adversely affect the mother or fetus. This review comprehensively examines the interaction between hormone levels and orthodontic tooth movement in pregnant and lactating women, offering insights to guide clinical practice.

孕妇和哺乳期妇女的荷尔蒙变化会对骨代谢和整体压力水平产生重大影响,使她们成为正畸人群中的一个特殊群体。雌激素、孕酮、催乳素和其他激素的波动与骨重塑和牙周组织对牙菌斑引起的炎症的反应密切相关。甲状腺素、瘦素和褪黑激素等激素在妊娠和骨质重塑中也起着至关重要的作用,对正畸牙齿的移动也有潜在的影响。此外,不良的个人行为和饮食习惯的改变会加重牙周状况,并使正畸治疗期间的牙周维护工作复杂化。值得注意的是,在孕期和哺乳期使用正畸力可能会引发内分泌系统的应激反应,从而改变激素水平。然而,这些变化似乎不会对母亲或胎儿造成不利影响。这篇综述全面探讨了孕妇和哺乳期妇女体内激素水平与牙齿矫正移动之间的相互作用,为指导临床实践提供了启示。
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引用次数: 0
Single-cell RNA sequencing reveals the effects of high-fat diet on oocyte and early embryo development in female mice. 单细胞 RNA 测序揭示了高脂饮食对雌性小鼠卵母细胞和早期胚胎发育的影响。
IF 4.2 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-08-20 DOI: 10.1186/s12958-024-01279-7
Qi Zhu, Feng Li, Hao Wang, Xia Wang, Yu Xiang, Huimin Ding, Honghui Wu, Cen Xu, Linglin Weng, Jieyu Cai, Tianyue Xu, Na Liang, Xiaoqi Hong, Mingrui Xue, Hongshan Ge

Background: Obesity is a global health issue with detrimental effects on various human organs, including the reproductive system. Observational human data and several lines of animal experimental data suggest that maternal obesity impairs ovarian function and early embryo development, but the precise pathogenesis remains unclear.

Methods: We established a high-fat diet (HFD)-induced obese female mouse model to assess systemic metabolism, ovarian morphology, and oocyte function in mice. For the first time, this study employed single-cell RNA sequencing to explore the altered transcriptomic landscape of preimplantation embryos at different stages in HFD-induced obese mice. Differential gene expression analysis, enrichment analysis and protein-protein interactions network analysis were performed.

Results: HFD-induced obese female mice exhibited impaired glucolipid metabolism and insulin resistance. The ovaries of HFD mice had a reduced total follicle number, an increased proportion of atretic follicles, and irregular granulosa cell arrangement. Furthermore, the maturation rate of embryonic development by in vitro fertilization of oocytes was significantly decreased in HFD mice. Additionally, the transcriptional landscapes of preimplantation embryos at different stages in mice induced by different diets were significantly distinguished. The maternal-to-zygotic transition was also affected by the failure to remove maternal RNAs and to turn off zygotic genome expression.

Conclusions: HFD-induced obesity impaired ovarian morphology and oocyte function in female mice and further led to alterations in the transcriptional landscape of preimplantation embryos at different stages of HFD mice.

背景:肥胖是一个全球性的健康问题,对包括生殖系统在内的各种人体器官都有不利影响。人类观察数据和一些动物实验数据表明,母体肥胖会损害卵巢功能和早期胚胎发育,但确切的发病机制仍不清楚:方法:我们建立了高脂饮食(HFD)诱导的肥胖雌性小鼠模型,以评估小鼠的全身代谢、卵巢形态和卵母细胞功能。本研究首次采用单细胞 RNA 测序技术来探索高脂饮食诱导肥胖小鼠植入前胚胎不同阶段转录组的变化。结果显示:HFD诱导的肥胖小鼠胚胎植入前不同阶段的转录组图谱发生了改变,并进行了差异基因表达分析、富集分析和蛋白-蛋白相互作用网络分析:结果:HFD诱导的肥胖雌性小鼠表现出糖脂代谢受损和胰岛素抵抗。HFD小鼠卵巢中卵泡总数减少,闭锁卵泡比例增加,颗粒细胞排列不规则。此外,HFD 小鼠卵母细胞体外受精的胚胎发育成熟率显著下降。此外,不同饮食诱导的小鼠植入前胚胎在不同阶段的转录景观也有明显差异。母体到子代的转变也受到了未能去除母体RNA和关闭子代基因组表达的影响:结论:HFD诱导的肥胖损害了雌性小鼠的卵巢形态和卵母细胞功能,并进一步导致了HFD小鼠不同阶段着床前胚胎转录景观的改变。
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引用次数: 0
Identification of energy metabolism anomalies and serum biomarkers in the progression of premature ovarian failure via extracellular vesicles' proteomic and metabolomic profiles. 通过细胞外囊泡的蛋白质组学和代谢组学图谱确定卵巢早衰进展过程中的能量代谢异常和血清生物标志物
IF 4.2 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-08-19 DOI: 10.1186/s12958-024-01277-9
Zhen Liu, Qilin Zhou, Liangge He, Zhengdong Liao, Yajing Cha, Hongyu Zhao, Wenchao Zheng, Desheng Lu, Sheng Yang

Background: Premature ovarian failure (POF) is a clinical condition characterized by the cessation of ovarian function, leading to infertility. The underlying molecular mechanisms remain unclear, and no predictable biomarkers have been identified. This study aimed to investigate the protein and metabolite contents of serum extracellular vesicles to investigate underlying molecular mechanisms and explore potential biomarkers.

Methods: This study was conducted on a cohort consisting of 14 POF patients and 16 healthy controls. The extracellular vesicles extracted from the serum of each group were subjected to label-free proteomic and unbiased metabolomic analysis. Differentially expressed proteins and metabolites were annotated. Pathway network clustering was conducted with further correlation analysis. The biomarkers were confirmed by ROC analysis and random forest machine learning.

Results: The proteomic and metabolomic profiles of POF patients and healthy controls were compared. Two subgroups of POF patients, Pre-POF and Pro-POF, were identified based on the proteomic profile, while all patients displayed a distinguishable metabolomic profile. Proteomic analysis suggested that inflammation serves as an early factor contributing to the infertility of POF patients. For the metabolomic analysis, despite the dysfunction of metabolism, oxidative stress and hormone imbalance were other key factors appearing in POF patients. Signaling pathway clustering of proteomic and metabolomic profiles revealed the progression of dysfunctional energy metabolism during the development of POF. Moreover, correlation analysis identified that differentially expressed proteins and metabolites were highly associated, with six of them being selected as potential biomarkers. ROC curve analysis, together with random forest machine learning, suggested that AFM combined with 2-oxoarginine was the best diagnostic biomarker for POF.

Conclusions: Omics analysis revealed that inflammation, oxidative stress, and hormone imbalance are factors that damage ovarian tissue, but the progressive dysfunction of energy metabolism might be the critical pathogenic pathway contributing to the development of POF. AFM combined with 2-oxoarginine serves as a precise biomarker for clinical POF diagnosis.

背景:卵巢早衰(POF)是一种临床症状,其特点是卵巢功能停止,导致不孕。其潜在的分子机制尚不清楚,也未发现可预测的生物标志物。本研究旨在调查血清细胞外囊泡中的蛋白质和代谢物含量,以研究潜在的分子机制并探索潜在的生物标志物:本研究以 14 名 POF 患者和 16 名健康对照者为研究对象。从各组血清中提取的细胞外囊泡进行了无标记蛋白质组学和无偏代谢组学分析。对差异表达的蛋白质和代谢物进行了注释。进行了通路网络聚类和进一步的相关性分析。生物标记物通过 ROC 分析和随机森林机器学习得到确认:比较了 POF 患者和健康对照组的蛋白质组和代谢组概况。根据蛋白质组图谱确定了 POF 患者的两个亚组,即 Pre-POF 和 Pro-POF,而所有患者都显示出不同的代谢组图谱。蛋白质组分析表明,炎症是导致 POF 患者不孕的早期因素。在代谢组学分析中,尽管新陈代谢失调,但氧化应激和激素失衡是POF患者出现的其他关键因素。蛋白质组和代谢组图谱的信号通路聚类揭示了在POF发展过程中能量代谢功能障碍的进展。此外,相关性分析还发现,差异表达的蛋白质和代谢物高度相关,其中六种被选为潜在的生物标记物。ROC曲线分析以及随机森林机器学习表明,AFM与2-氧精氨结合是POF的最佳诊断生物标志物:Omics分析显示,炎症、氧化应激和激素失衡是损害卵巢组织的因素,但能量代谢的渐进性功能障碍可能是导致POF发生的关键致病途径。AFM与2-氧精氨结合可作为临床诊断POF的精确生物标志物。
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引用次数: 0
Molecular regulation of DNA damage and repair in female infertility: a systematic review. 女性不孕症中 DNA 损伤和修复的分子调控:系统综述。
IF 4.2 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-08-14 DOI: 10.1186/s12958-024-01273-z
Xiuhua Xu, Ziwei Wang, Luyi Lv, Ci Liu, Lili Wang, Ya-Nan Sun, Zhiming Zhao, Baojun Shi, Qian Li, Gui-Min Hao

DNA damage is a key factor affecting gametogenesis and embryo development. The integrity and stability of DNA are fundamental to a woman's successful conception, embryonic development, pregnancy and the production of healthy offspring. Aging, reactive oxygen species, radiation therapy, and chemotherapy often induce oocyte DNA damage, diminished ovarian reserve, and infertility in women. With the increase of infertility population, there is an increasing need to study the relationship between infertility related diseases and DNA damage and repair. Researchers have tried various methods to reduce DNA damage in oocytes and enhance their DNA repair capabilities in an attempt to protect oocytes. In this review, we summarize recent advances in the DNA damage response mechanisms in infertility diseases such as PCOS, endometriosis, diminished ovarian reserve and hydrosalpinx, which has important implications for fertility preservation.

DNA 损伤是影响配子发生和胚胎发育的关键因素。DNA 的完整性和稳定性是女性成功受孕、胚胎发育、怀孕和生育健康后代的基础。衰老、活性氧、放疗和化疗往往会导致卵母细胞 DNA 损伤、卵巢储备功能减退和妇女不孕。随着不孕不育人群的增加,人们越来越需要研究不孕不育相关疾病与 DNA 损伤和修复之间的关系。研究人员尝试了各种方法来减少卵母细胞中的 DNA 损伤并增强其 DNA 修复能力,试图保护卵母细胞。在这篇综述中,我们总结了在多囊卵巢综合征、子宫内膜异位症、卵巢储备功能减退和卵巢囊肿等不孕不育疾病中 DNA 损伤反应机制的最新研究进展,这对生育力保存具有重要意义。
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引用次数: 0
Predictive value of Vitamin D levels in pregnant women on gestational length and neonatal weight in China: a population-based retrospective study. 中国孕妇维生素 D 水平对胎儿身长和新生儿体重的预测价值:一项基于人群的回顾性研究。
IF 4.2 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-08-13 DOI: 10.1186/s12958-024-01276-w
Qi Chen, Yuqing Chu, Ruixue Liu, Yang Lin

Background: Vitamin D deficiency, a common occurrence among pregnant women, is an emerging public health concern worldwide. According to research, prenatal vitamin D deficiency is associated with various complications. This study assessed the vitamin D status of pregnant women in Yanbian, Jilin Province, as well as the correlation and predictive value of their vitamin D levels in relation to gestational length (weeks) and fetal weight, aiming to provide a basis for clinical diagnosis and treatment.

Methods: We conducted a population-based retrospective study involving 510 pregnant women from August 2019 to October 2022. Blood samples were collected at 16-20 weeks of gestation for the detection of serum vitamin D levels. Statistical analyses were performed using SPSS 28.0 and R 4.1.0 software. Multifactorial logistic regression analysis was employed to establish whether each variable was a risk factor for deliveries at ≤ 38 gestational weeks and low fetal weight. These results were used to construct a risk prediction model, and the model's predictive efficacy was evaluated. Results or differences with p < 0.05 were considered statistically significant.

Results: Multifactorial logistic regression analysis revealed that vitamin D ≤ 14.7 ng/mL(OR: 1.611; 95% CI: 1.120-2.318; P = 0.010), Bone Mineral Density (BMD) T-value ≤-1(OR: 1.540; 95%CI: 1.067-2.223; P = 0.021), and gestational hypertension(OR: 7.173; 95% CI: 1.482-34.724; P = 0.014) were the independent risk factors for deliveries at ≤ 38 gestational weeks. Additionally, vitamin D ≤ 14.7 ng/mL(OR: 1.610; 95%CI: 1.123-2.307; P = 0.009), BMD T-value ≤ -1(OR: 1.560; 95%CI: 1.085-2.243; P = 0.016), and gestational hypertension(OR: 4.262; 95% CI: 1.058-17.167; P = 0.041) were the independent risk factors for low fetal weight (< 3400 g).

Conclusion: This study revealed that low vitamin D levels are an independent risk factor for a short gestational length and low fetal weight. Prenatal low BMD T-value and comorbid hypertensive disorders were also found to increase the risk of a short gestational length and low fetal weight.

背景:维生素 D 缺乏症在孕妇中很常见,是全球新出现的公共卫生问题。研究表明,产前维生素 D 缺乏与各种并发症有关。本研究评估了吉林省延边州孕妇的维生素 D 状态,以及孕妇维生素 D 水平与妊娠期(周数)和胎儿体重的相关性和预测价值,旨在为临床诊断和治疗提供依据:我们在2019年8月至2022年10月期间开展了一项基于人群的回顾性研究,涉及510名孕妇。在妊娠 16-20 周时采集血样,检测血清维生素 D 水平。使用 SPSS 28.0 和 R 4.1.0 软件进行统计分析。采用多因素逻辑回归分析来确定每个变量是否是妊娠周数小于 38 周分娩和胎儿体重过轻的风险因素。这些结果被用于构建风险预测模型,并对模型的预测效果进行了评估。结果或与 p 结果的差异:多因素逻辑回归分析显示,维生素 D ≤ 14.7 ng/mL(OR:1.611;95%CI:1.120-2.318;P = 0.010)、骨密度(BMD)T 值≤-1(OR:1.540;95%CI:1.067-2.223;P = 0.021)和妊娠高血压(OR:7.173;95%CI:1.482-34.724;P = 0.014)是孕周≤38分娩的独立危险因素。此外,维生素 D≤14.7 ng/mL(OR:1.610;95%CI:1.123-2.307;P = 0.009)、BMD T 值≤-1(OR:1.560;95%CI:1.085-2.243;P = 0.016)和妊娠高血压(OR:4.262;95%CI:1.058-17.167;P = 0.041)是导致胎儿体重过轻的独立危险因素:本研究显示,维生素 D 水平低是导致妊娠期短和胎儿体重过轻的独立风险因素。研究还发现,产前低 BMD T 值和合并高血压疾病也会增加妊娠期过短和胎儿体重过轻的风险。
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引用次数: 0
Factors affecting biochemical pregnancy loss (BPL) in preimplantation genetic testing for aneuploidy (PGT-A) cycles: machine learning-assisted identification. 影响植入前非整倍体基因检测(PGT-A)周期中生化妊娠损失(BPL)的因素:机器学习辅助识别。
IF 4.2 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-08-08 DOI: 10.1186/s12958-024-01271-1
José A Ortiz, B Lledó, R Morales, A Máñez-Grau, A Cascales, A Rodríguez-Arnedo, Juan C Castillo, A Bernabeu, R Bernabeu

Purpose: To determine the factors influencing the likelihood of biochemical pregnancy loss (BPL) after transfer of a euploid embryo from preimplantation genetic testing for aneuploidy (PGT-A) cycles.

Methods: The study employed an observational, retrospective cohort design, encompassing 6020 embryos from 2879 PGT-A cycles conducted between February 2013 and September 2021. Trophectoderm biopsies in day 5 (D5) or day 6 (D6) blastocysts were analyzed by next generation sequencing (NGS). Only single embryo transfers (SET) were considered, totaling 1161 transfers. Of these, 49.9% resulted in positive pregnancy tests, with 18.3% experiencing BPL. To establish a predictive model for BPL, both classical statistical methods and five different supervised classification machine learning algorithms were used. A total of forty-seven factors were incorporated as predictor variables in the machine learning models.

Results: Throughout the optimization process for each model, various performance metrics were computed. Random Forest model emerged as the best model, boasting the highest area under the ROC curve (AUC) value of 0.913, alongside an accuracy of 0.830, positive predictive value of 0.857, and negative predictive value of 0.807. For the selected model, SHAP (SHapley Additive exPlanations) values were determined for each of the variables to establish which had the best predictive ability. Notably, variables pertaining to embryo biopsy demonstrated the greatest predictive capacity, followed by factors associated with ovarian stimulation (COS), maternal age, and paternal age.

Conclusions: The Random Forest model had a higher predictive power for identifying BPL occurrences in PGT-A cycles. Specifically, variables associated with the embryo biopsy procedure (biopsy day, number of biopsied embryos, and number of biopsied cells) and ovarian stimulation (number of oocytes retrieved and duration of stimulation), exhibited the strongest predictive power.

目的:确定影响胚胎植入前非整倍体基因检测(PGT-A)周期的优倍体胚胎移植后生化妊娠丢失(BPL)可能性的因素:该研究采用了观察性、回顾性队列设计,涵盖了 2013 年 2 月至 2021 年 9 月期间进行的 2879 个 PGT-A 周期中的 6020 个胚胎。对第 5 天(D5)或第 6 天(D6)囊胚的前胚层活检组织进行了新一代测序(NGS)分析。只考虑了单胚胎移植(SET),共进行了 1161 次移植。其中 49.9% 的胚胎移植后妊娠试验呈阳性,18.3% 的胚胎移植后妊娠试验呈阴性。为了建立 BPL 的预测模型,我们使用了经典统计方法和五种不同的监督分类机器学习算法。在机器学习模型中,共纳入了 47 个因素作为预测变量:在每个模型的整个优化过程中,计算了各种性能指标。随机森林模型成为最佳模型,其 ROC 曲线下面积(AUC)值最高,为 0.913,准确率为 0.830,正预测值为 0.857,负预测值为 0.807。在选定的模型中,为每个变量确定了 SHAP(SHapley Additive exPlanations)值,以确定哪个变量具有最佳预测能力。值得注意的是,胚胎活检相关变量的预测能力最强,其次是卵巢刺激相关因素(COS)、母体年龄和父方年龄:结论:随机森林模型对识别 PGT-A 周期中出现的 BPL 有更高的预测能力。具体而言,与胚胎活检程序(活检日、活检胚胎数和活检细胞数)和卵巢刺激(取卵细胞数和刺激持续时间)相关的变量具有最强的预测能力。
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引用次数: 0
Quercetin enhances decidualization through AKT-ERK-p53 signaling and supports a role for senescence in endometriosis. 槲皮素通过AKT-ERK-p53信号传导增强蜕膜化,并支持衰老在子宫内膜异位症中的作用。
IF 4.2 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-08-08 DOI: 10.1186/s12958-024-01265-z
Julia Delenko, Xiangying Xue, Prodyot K Chatterjee, Nathaniel Hyman, Andrew J Shih, Robert P Adelson, Polona Safaric Tepes, Peter K Gregersen, Christine N Metz

Background: Patients with endometriosis suffer with chronic pelvic pain and infertility, and from the lack of pharmacologic therapies that consistently halt disease progression. Differences in the endometrium of patients with endometriosis vs. unaffected controls are well-documented. Specifically, shed endometrial tissues (delivered to the pelvic cavity via retrograde menstruation) reveal that a subset of stromal cells exhibiting pro-inflammatory, pro-fibrotic, and pro-senescence-like phenotypes is enhanced in endometriosis patients compared to controls. Additionally, cultured biopsy-derived endometrial stromal cells from endometriosis patients exhibit impaired decidualization, a defined differentiation process required for human embryo implantation and pregnancy. Quercetin, a senolytic agent, shows therapeutic potential for pulmonary fibrosis, a disorder attributed to senescent pulmonary fibroblasts. In rodent models of endometriosis, quercetin shows promise, and quercetin improves decidualization in vitro. However, the exact mechanisms are not completely understood. Therefore, we investigated the effects of quercetin on menstrual effluent-derived endometrial stromal cells from endometriosis patients and unaffected controls to define the signaling pathways underlying quercetin's effects on endometrial stromal cells.

Methods: Menstrual effluent-derived endometrial stromal cells were collected and cultured from unaffected controls and endometriosis patients and then, low passage cells were treated with quercetin (25 µM) under basal or standard decidualization conditions. Decidualization responses were analyzed by measuring the production of IGFBP1 and PRL. Also, the effects of quercetin on intracellular cAMP levels and cellular oxidative stress responses were measured. Phosphokinase arrays, western blotting, and flow cytometry methods were performed to define the effects of quercetin on various signaling pathways and the potential mechanistic roles of quercetin.

Results: Quercetin significantly promotes decidualization of control- and endometriosis-endometrial stromal cells. Quercetin substantially reduces the phosphorylation of multiple signaling molecules in the AKT and ERK1/2 pathways, while enhancing the phosphorylation of p53 and total p53 levels. Furthermore, p53 inhibition blocks decidualization while p53 activation promotes decidualization. Finally, we provide evidence that quercetin increases apoptosis of endometrial stromal cells with a senescent-like phenotype.

Conclusions: These data provide insight into the mechanisms of action of quercetin on endometrial stromal cells and warrant future clinical trials to test quercetin and other senolytics for treating endometriosis.

背景:子宫内膜异位症患者饱受慢性盆腔疼痛和不孕症的折磨,而且缺乏能够持续阻止疾病进展的药物疗法。子宫内膜异位症患者的子宫内膜与未受影响的对照组相比存在差异,这一点已得到充分证实。具体来说,脱落的子宫内膜组织(通过逆行月经输送到盆腔)显示,与对照组相比,子宫内膜异位症患者的基质细胞亚群具有促炎症、促纤维化和促衰老的表型。此外,子宫内膜异位症患者培养的活检子宫内膜基质细胞表现出蜕膜化受损,而蜕膜化是人类胚胎植入和妊娠所需的明确分化过程。槲皮素是一种衰老剂,具有治疗肺纤维化的潜力。在子宫内膜异位症的啮齿动物模型中,槲皮素显示出治疗前景,槲皮素还能改善体外蜕膜化。然而,确切的机制还不完全清楚。因此,我们研究了槲皮素对子宫内膜异位症患者和未受影响的对照组月经流出物衍生的子宫内膜基质细胞的影响,以确定槲皮素影响子宫内膜基质细胞的信号通路:收集和培养未受影响的对照组和子宫内膜异位症患者的月经流出物来源的子宫内膜基质细胞,然后在基础或标准蜕膜化条件下用槲皮素(25 µM)处理低倍径细胞。通过测量 IGFBP1 和 PRL 的产生来分析蜕膜反应。此外,还测定了槲皮素对细胞内cAMP水平和细胞氧化应激反应的影响。为了明确槲皮素对各种信号通路的影响以及槲皮素的潜在机制作用,研究人员采用了磷酸激酶阵列、Western印迹和流式细胞术等方法:结果:槲皮素能明显促进对照组和子宫内膜异位症组子宫内膜基质细胞的蜕膜化。槲皮素大大降低了AKT和ERK1/2通路中多种信号分子的磷酸化,同时提高了p53的磷酸化和总p53水平。此外,抑制 p53 会阻止蜕膜化,而激活 p53 则会促进蜕膜化。最后,我们提供的证据表明,槲皮素能增加具有衰老样表型的子宫内膜基质细胞的凋亡:这些数据让我们深入了解了槲皮素对子宫内膜基质细胞的作用机制,为今后开展临床试验,测试槲皮素和其他衰老剂治疗子宫内膜异位症提供了依据。
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Reproductive Biology and Endocrinology
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