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What are the indirect costs of pursuing fertility care? A pilot survey study. 寻求生育护理的间接成本是什么?一项试点调查研究。
IF 2.7 3区 医学 Q2 GENETICS & HEREDITY Pub Date : 2026-01-22 DOI: 10.1007/s10815-026-03798-1
Christopher Arkfeld, Stylianos Vagios, Victoria Fitz

Purpose: It is widely accepted that pursuing fertility treatment is a costly endeavor, however, there are limited reports on the indirect costs of pursuing treatment-including the impact on professional careers, and costs of time away from work or home required to pursue fertility care.

Methods: A 36-question survey was developed in RedCap and distributed to patients at the Massachusetts General Hospital (MGH) Fertility Center, following exemption from the IRB. This study included English speaking patients, aged > 18 and < 50 years old, undergoing IVF cycles between August 1 and December 31, 2024. Two hundred fifty-one survey invitations were sent through Epic Gateway patient messages with 54 unique responses (22% response rate) after trigger before oocyte retrieval. Self-reported impact of fertility care on professional lives including time away from work, additional financial burden, and workplace privacy. Distance and time spent travelled were calculated through GoogleMaps with cost estimates generated using IRS cost/mile and lost work hours.

Results: Forty-seven respondents (90%) reported missing work to attend appointments. Additionally, 31 (60%) patients reported attending appointments affected their privacy at work and 26 (50%) had to disclose the reason for missing work to their employer, of which 14 (54%) would have preferred not to disclose this information. Thirty-four (65%) participants reported missing professional obligations and 27 (52%) reported missing personal obligations to attend appointments. A total of 8 (15%) reported changing work responsibilities to accommodate fertility treatment. When accounting for travel time and potential work hours missed, an average of 260.15 min/cycle and an average of $53.63/hour wage this amounts to $232.53 lost work hours/productivity. Total time accounted for an additional "cost" of $544.53 per IVF cycle.

Conclusion: This pilot survey highlights the significant indirect costs of pursuing fertility care and identifies time away from work and workplace privacy as two of the two primary drivers. There is a clear need for additional research in the area of the indirect cost of fertility care.

目的:人们普遍认为接受生育治疗是一项昂贵的努力,然而,关于接受治疗的间接成本的报道有限,包括对职业生涯的影响,以及需要离开工作或家庭接受生育治疗的时间成本。方法:在RedCap中开发了一项包含36个问题的调查,并分发给马萨诸塞州总医院(MGH)生育中心的患者,免除了IRB。这项研究包括说英语的患者,年龄在18岁至18岁之间。结果:47名受访者(90%)报告因参加预约而旷工。此外,31名(60%)患者报告参加预约影响了他们在工作中的隐私,26名(50%)患者不得不向雇主透露缺课的原因,其中14名(54%)患者宁愿不透露这些信息。34名(65%)参与者报告没有履行专业义务,27名(52%)参与者报告没有履行个人义务。共有8人(15%)报告改变工作职责以适应生育治疗。考虑到旅行时间和潜在的工作时间损失,平均每周期260.15分钟和平均每小时53.63美元的工资,这相当于损失的工作时间/生产力为232.53美元。总时间占每个试管婴儿周期544.53美元的额外“成本”。结论:这项试点调查突出了追求生育护理的重大间接成本,并确定了远离工作的时间和工作场所隐私是两个主要驱动因素。在生育护理的间接费用方面显然需要进一步的研究。
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引用次数: 0
Fertility preservation in turner syndrome: a case report integrating clinical presentation with genomic and molecular mechanistic analyses. 特纳综合征的生育能力保存:一个病例报告整合临床表现与基因组和分子机制分析。
IF 2.7 3区 医学 Q2 GENETICS & HEREDITY Pub Date : 2026-01-22 DOI: 10.1007/s10815-026-03806-4
Guosheng Deng, Donghua Zhang, Yuqing Lai, Jinjie Pan, Jujie Song, Xiafei Liang, Yanyan Chen, Yinghong Lu, Sisi Ning, Lili Li, Xiaofei Liu, Wenchun Li, Weiwu Liu

Objective: This study aimed to explore the fertility potential in Turner syndrome through a detailed multidisciplinary analysis of a 45,X patient who achieved a successful live birth via IVF, integrating clinical, genetic, and molecular perspectives to inform future fertility management strategies.

Methods: A retrospective analysis was performed on a 30-year-old 45,X Turner syndrome patient diagnosed with primary infertility and bilateral fallopian tube obstruction. Genetic analyses, including karyotyping and CNV-seq, were conducted. The assessment covered medical history, auxiliary examinations, IVF treatment, prenatal diagnosis, and pregnancy outcomes.

Results: The patient's peripheral blood karyotype was pure 45,X, but she successfully achieved pregnancy and delivered a healthy female infant via IVF-ET. Prenatal diagnosis revealed the fetal karyotype to be 46,XX, with no pathogenic CNVs detected.

Conclusion: These findings indicate that a subset of Turner syndrome patients with a pure 45,X peripheral blood karyotype may retain reproductive potential, likely attributable to an underlying germline mosaicism. Healthy live births are achievable with assisted reproductive technology and prenatal diagnosis. Therefore, comprehensive fertility assessment, genetic counseling, and personalized management strategies should be offered to these individuals.

目的:本研究旨在通过对一名通过体外受精成功活产的45x患者进行详细的多学科分析,探讨特纳综合征的生育潜力,整合临床、遗传学和分子观点,为未来的生育管理策略提供信息。方法:回顾性分析1例确诊为原发性不孕症并双侧输卵管梗阻的30 ~ 45岁X特纳综合征患者的临床资料。进行遗传分析,包括核型和CNV-seq。评估内容包括病史、辅助检查、体外受精治疗、产前诊断和妊娠结局。结果:患者外周血核型为纯45x,通过IVF-ET成功妊娠并产下健康女婴。产前诊断胎儿核型为46,xx,未检出致病性CNVs。结论:这些发现表明,纯45x外周血核型的Turner综合征患者可能保留生殖潜力,这可能归因于潜在的种系嵌合体。通过辅助生殖技术和产前诊断,可以实现健康的活产。因此,应对这些个体进行全面的生育能力评估、遗传咨询和个性化的管理策略。
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引用次数: 0
Acute anomalous high-temperature exposure impacts on mouse ovaries. 急性异常高温暴露对小鼠卵巢的影响。
IF 2.7 3区 医学 Q2 GENETICS & HEREDITY Pub Date : 2026-01-19 DOI: 10.1007/s10815-026-03801-9
Luhan T Zhou, Dilan Gokyer, Sophia Akinboro, Francesca E Duncan, Elnur Babayev

Purpose: The purpose of this study is to assess the impact of acute anomalous high-temperature exposure on mouse ovaries, hormone profiles, estrous cyclicity, and folliculogenesis.

Methods: Reproductively young CD-1 mice (6-12 weeks old) were housed in temperature-adjustable chambers under control (28 °C) or heat stress conditions (35 °C) for 1 or 4 consecutive days. Ovaries were collected either immediately after exposure or after a 3-week delay period.

Results: Body weights remained unchanged across groups. Ovary weight was significantly reduced immediately following 4 days of heat exposure, while ovary length trended toward a decrease. Serum hormones-AMH, FSH, and progesterone-were not significantly different between groups. All animals cycled at least twice during a 2-week monitoring period. Follicle counts across all follicle stages were also not significantly different between groups.

Conclusion: Short-term exposure to elevated temperature (35 °C) leads to a transient reduction in ovary weight without altering hormone levels, cyclicity, or folliculogenesis. These findings suggest that acute heat stress may primarily affect the ovarian stroma, warranting further investigation into its structural and functional consequences.

目的:本研究的目的是评估急性异常高温暴露对小鼠卵巢、激素谱、发情周期和卵泡发生的影响。方法:将幼龄CD-1小鼠(6-12周龄)置于控制温度(28°C)或热应激条件(35°C)的可调温室中,连续饲养1天或4天。在暴露后立即或延迟3周后收集卵巢。结果:各组体重保持不变。热暴露4 d后,卵巢重量立即显著减少,而卵巢长度有减小的趋势。血清激素(amh、FSH、黄体酮)组间无显著差异。在为期2周的监测期内,所有动物至少循环两次。各卵泡期的卵泡计数在两组间也无显著差异。结论:短期暴露于高温下(35°C)会导致卵巢重量短暂减少,而不会改变激素水平、周期或卵泡发生。这些发现表明急性热应激可能主要影响卵巢间质,需要进一步研究其结构和功能后果。
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引用次数: 0
Hydrogel-enabled modulation of cryoinjury in oocyte vitrification: A pharmaceutical formulation perspective. 水凝胶对卵母细胞玻璃化冷冻损伤的调节:一个药物制剂的观点。
IF 2.7 3区 医学 Q2 GENETICS & HEREDITY Pub Date : 2026-01-19 DOI: 10.1007/s10815-025-03797-8
Yifei Yang, Wenjing Gong, Longfa Kou
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引用次数: 0
Unraveling the VEGF-ETS1 axis: a transcriptomic and single-cell analysis of angiogenesis in endometriosis. 解开VEGF-ETS1轴:子宫内膜异位症血管生成的转录组学和单细胞分析。
IF 2.7 3区 医学 Q2 GENETICS & HEREDITY Pub Date : 2026-01-16 DOI: 10.1007/s10815-025-03781-2
Xiaoxuan Liu, Ran An, Ping Zhang, Qi Yang, Shuang Wang, Xue Jiao, Le Xu, Qianhui Ren, Guoyun Wang

Purpose: Endometriosis (EM) is a chronic inflammatory gynecological disorder characterized by ectopic endometrial-like lesions, where aberrant angiogenesis is a hallmark driving lesion establishment and progression. However, the transcriptional mechanisms underlying pathological vascular remodeling in EM remain unclear.

Methods: In this study, we identified E26 transformation-specific 1 (ETS1) as a key transcriptional regulator in EM pathogenesis through integrative analysis of bulk and single-cell transcriptomic datasets.

Results: Across three independent transcriptome datasets and two validation cohorts, ETS1 expression was consistently elevated in endometriosis lesions, particularly in ovarian endometrioma. Single-cell RNA sequencing further revealed that ETS1 was predominantly expressed in endothelial cells and dynamically upregulated along the endothelial differentiation trajectory. Functional enrichment and pseudotime analyses indicated that ETS1 + endothelial cells exhibited enhanced angiogenic activity and vascular remodeling potential. Mechanistically, ETS1 amplified VEGF signaling by upregulating VEGFR1 and VEGFR2, while macrophage-derived VEGFA acted as the principal upstream activator within the lesion microenvironment.

Conclusions: Collectively, our findings delineate the VEGF-ETS1 axis as a central driver of pathological angiogenesis in endometriosis, positioning ETS1 as both a mechanistic hallmark and a promising therapeutic target for endometriosis.

目的:子宫内膜异位症(EM)是一种慢性炎症性妇科疾病,其特征是异位子宫内膜样病变,其中异常的血管生成是驱动病变建立和进展的标志。然而,EM病理性血管重构的转录机制尚不清楚。方法:在这项研究中,我们通过对大量和单细胞转录组数据集的综合分析,确定了E26转化特异性1 (ETS1)是EM发病机制中的关键转录调节因子。结果:在三个独立的转录组数据集和两个验证队列中,ETS1表达在子宫内膜异位症病变中持续升高,特别是在卵巢子宫内膜异位症中。单细胞RNA测序进一步显示,ETS1主要在内皮细胞中表达,并沿内皮细胞分化轨迹动态上调。功能富集和伪时间分析表明,ETS1 +内皮细胞表现出增强的血管生成活性和血管重塑潜力。在机制上,ETS1通过上调VEGFR1和VEGFR2来扩增VEGF信号,而巨噬细胞来源的VEGFA则是病变微环境中主要的上游激活因子。结论:总的来说,我们的研究结果描述了VEGF-ETS1轴是子宫内膜异位症病理性血管生成的核心驱动因素,将ETS1定位为子宫内膜异位症的机制标志和有希望的治疗靶点。
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引用次数: 0
Ovary laparoscopic incision and intraovarian platelet-rich plasma induce distinct cortical stiffness changes and follicular activation in aged sheep-a pilot study. 卵巢腹腔镜切口和卵巢内富血小板血浆诱导老年羊明显的皮质刚度变化和卵泡激活-一项初步研究。
IF 2.7 3区 医学 Q2 GENETICS & HEREDITY Pub Date : 2026-01-10 DOI: 10.1007/s10815-025-03780-3
Marta Méndez Justo, Janisse Ferreri Dos Anjos, Carolina Herranz-Diez, Jordi Otero Diaz, Jose Antonio Domínguez Arroyo, Ignacio Santiago Álvarez Miguel, Soledad Sanchez Mateos, Josep Maria Calafell, Salvadora Civico Vallejos, Ester Parraga, Ramon Farre, Francisco Miguel Sanchez Gargallo, Francesc Fabregues Gasol

Purpose: Poor ovarian response and primary ovarian insufficiency remain major challenges in assisted reproductive technologies. Recent advances propose mechanical approaches-such as in vitro activation, drug-free IVA, and whole ovarian laparoscopic incision (WOLI)-as well as biological strategies like platelet-rich plasma (PRP) injections to improve ovarian function. This study aims to evaluate the impact of WOLI and PRP on ovarian follicular activation, with a particular focus on the associated biomechanical alterations in the ovarian cortex.

Methods: Experimental pilot study includes six aged female Merino sheep. Group A underwent WOLI on one ovary, and group B received PRP injections. Contralateral ovaries served as controls. Laparoscopic bilateral oophorectomies were performed at 2, 4, and 6 months. Atomic force microscopy (AFM) measured ovarian cortical stiffness, and histological analysis assessed follicular activation. Analyses were performed by comparing the operated ovary to the contralateral, non-operated ovary.

Results: AFM measurements showed that in group A, ovarian stiffness significantly increased at 6 months (8.683 kPa vs. 5.551 kPa; p < 0.001), with no significant differences at 2 or 4 months. In group B, stiffness increased significantly at 2 months (11.177 kPa vs. 6.590 kPa; p < 0.001), but not at 4 or 6 months post-intervention. Growing follicle proportions differed between treated and control ovaries respectively, with activation at 2 months (58.95% vs. 29.73%) in group A and 6 months in group B (53.01% vs. 20.33%).

Conclusion: The study suggests that the activating effect on ovarian folliculogenesis of both the surgical procedure and PRP administration shows a different time course and that could be related to its effect on ovarian cortex mechanobiology.

目的:卵巢反应差和原发性卵巢功能不全仍然是辅助生殖技术面临的主要挑战。最近的进展提出了机械方法-如体外激活,无药物IVA和全卵巢腹腔镜切口(WOLI)-以及生物策略,如富血小板血浆(PRP)注射来改善卵巢功能。本研究旨在评估WOLI和PRP对卵巢卵泡激活的影响,特别关注卵巢皮质相关的生物力学改变。方法:以6只老年美利奴母羊为试验对象进行初步研究。A组1个卵巢行WOLI, B组注射PRP。对侧卵巢作为对照。分别于2、4、6个月时行腹腔镜双侧卵巢切除术。原子力显微镜(AFM)测量卵巢皮质硬度,组织学分析评估卵泡活化。通过比较手术卵巢与对侧未手术卵巢进行分析。结果:AFM测量显示,A组在6个月时卵巢僵硬度明显增加(8.683 kPa vs. 5.551 kPa); p结论:本研究提示手术和PRP给药对卵巢卵泡发生的激活作用具有不同的时间过程,这可能与PRP给药对卵巢皮质力学生物学的影响有关。
{"title":"Ovary laparoscopic incision and intraovarian platelet-rich plasma induce distinct cortical stiffness changes and follicular activation in aged sheep-a pilot study.","authors":"Marta Méndez Justo, Janisse Ferreri Dos Anjos, Carolina Herranz-Diez, Jordi Otero Diaz, Jose Antonio Domínguez Arroyo, Ignacio Santiago Álvarez Miguel, Soledad Sanchez Mateos, Josep Maria Calafell, Salvadora Civico Vallejos, Ester Parraga, Ramon Farre, Francisco Miguel Sanchez Gargallo, Francesc Fabregues Gasol","doi":"10.1007/s10815-025-03780-3","DOIUrl":"https://doi.org/10.1007/s10815-025-03780-3","url":null,"abstract":"<p><strong>Purpose: </strong>Poor ovarian response and primary ovarian insufficiency remain major challenges in assisted reproductive technologies. Recent advances propose mechanical approaches-such as in vitro activation, drug-free IVA, and whole ovarian laparoscopic incision (WOLI)-as well as biological strategies like platelet-rich plasma (PRP) injections to improve ovarian function. This study aims to evaluate the impact of WOLI and PRP on ovarian follicular activation, with a particular focus on the associated biomechanical alterations in the ovarian cortex.</p><p><strong>Methods: </strong>Experimental pilot study includes six aged female Merino sheep. Group A underwent WOLI on one ovary, and group B received PRP injections. Contralateral ovaries served as controls. Laparoscopic bilateral oophorectomies were performed at 2, 4, and 6 months. Atomic force microscopy (AFM) measured ovarian cortical stiffness, and histological analysis assessed follicular activation. Analyses were performed by comparing the operated ovary to the contralateral, non-operated ovary.</p><p><strong>Results: </strong>AFM measurements showed that in group A, ovarian stiffness significantly increased at 6 months (8.683 kPa vs. 5.551 kPa; p < 0.001), with no significant differences at 2 or 4 months. In group B, stiffness increased significantly at 2 months (11.177 kPa vs. 6.590 kPa; p < 0.001), but not at 4 or 6 months post-intervention. Growing follicle proportions differed between treated and control ovaries respectively, with activation at 2 months (58.95% vs. 29.73%) in group A and 6 months in group B (53.01% vs. 20.33%).</p><p><strong>Conclusion: </strong>The study suggests that the activating effect on ovarian folliculogenesis of both the surgical procedure and PRP administration shows a different time course and that could be related to its effect on ovarian cortex mechanobiology.</p>","PeriodicalId":15246,"journal":{"name":"Journal of Assisted Reproduction and Genetics","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2026-01-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145948451","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Transvaginal ovarian drilling prior to a second IVF cycle may improve the rate of euploidy in patients with polycystic ovarian syndrome when compared to controls. 与对照组相比,在第二次体外受精周期前经阴道卵巢钻孔可提高多囊卵巢综合征患者整倍体的发生率。
IF 2.7 3区 医学 Q2 GENETICS & HEREDITY Pub Date : 2026-01-09 DOI: 10.1007/s10815-025-03778-x
Moses Bibi, Sarah Rubin, Kaleb Noruzi, Rachel Stern, Shmuel Sashitzky, Adi Steinhart, Martin D Keltz

Purpose: To assess the impact of transvaginal ovarian drilling (TVOD) on euploidy rates following repeat in vitro fertilization (IVF) in subjects with polycystic ovarian syndrome (PCOS).

Materials and methods: A single institution retrospective cohort study between January 2017 and December 2024, all patients with PCOS, as confirmed by Rotterdam criteria, who had TVOD performed prior to a repeat IVF cycle and underwent PGT-A in both the prior and repeat cycles were included and compared to a well-matched control. The primary outcome was the number of transferable embryos per cycle. Secondary outcomes included: blastocyst yield, euploid yield, and rates of aneuploidy.

Results: Eighteen subjects met criteria in our study time frame and were compared to 57 control subjects. The mean age for the TVOD and control groups was 35.3 ± 4.6 and 36.5 ± 4.4 respectively (p = 0.34). TVOD was associated with a doubling of blastocyst yield, a sixfold increase in the yield of euploid blasts, and a nearly fourfold decrease in the percentage of aneuploid blasts. When compared to controls, TVOD resulted in a significant improvement in the yield of euploid embryos, from + 1.3 to + 2.4 (p = 0.01), and transferable embryos from + 1.5 to + 3.9 (p = 0.001). TVOD also resulted in a decrease in the percentage of aneuploid embryos from - 8.5 to - 49% (p < 0.001).

Conclusion: TVOD appears to have positively impacted the yield of transferable embryos and euploid embryos in patients with PCOS when compared to a well-matched control.

目的:评价经阴道卵巢钻孔(TVOD)对多囊卵巢综合征(PCOS)患者重复体外受精(IVF)后整倍体率的影响。材料和方法:2017年1月至2024年12月的一项单机构回顾性队列研究,纳入了所有经鹿特丹标准确认的PCOS患者,这些患者在重复IVF周期之前接受了TVOD,并在先前和重复周期中接受了PGT-A,并与匹配良好的对照组进行了比较。主要结果是每个周期可移植胚胎的数量。次要结果包括:囊胚产量、整倍体产量和非整倍体率。结果:18名受试者在我们的研究时间框架内符合标准,与57名对照受试者相比。TVOD组和对照组的平均年龄分别为35.3±4.6岁和36.5±4.4岁(p = 0.34)。TVOD与囊胚产量增加一倍,整倍体囊胚产量增加六倍,非整倍体囊胚百分比减少近四倍有关。与对照组相比,TVOD显著提高了整倍体胚胎的产量,从+ 1.3提高到+ 2.4 (p = 0.01),可移植胚胎的产量从+ 1.5提高到+ 3.9 (p = 0.001)。TVOD还导致非整倍体胚胎的百分比从- 8.5%下降到- 49% (p结论:与匹配良好的对照组相比,TVOD似乎对PCOS患者的可移植胚胎和整倍体胚胎的产量有积极影响。
{"title":"Transvaginal ovarian drilling prior to a second IVF cycle may improve the rate of euploidy in patients with polycystic ovarian syndrome when compared to controls.","authors":"Moses Bibi, Sarah Rubin, Kaleb Noruzi, Rachel Stern, Shmuel Sashitzky, Adi Steinhart, Martin D Keltz","doi":"10.1007/s10815-025-03778-x","DOIUrl":"https://doi.org/10.1007/s10815-025-03778-x","url":null,"abstract":"<p><strong>Purpose: </strong>To assess the impact of transvaginal ovarian drilling (TVOD) on euploidy rates following repeat in vitro fertilization (IVF) in subjects with polycystic ovarian syndrome (PCOS).</p><p><strong>Materials and methods: </strong>A single institution retrospective cohort study between January 2017 and December 2024, all patients with PCOS, as confirmed by Rotterdam criteria, who had TVOD performed prior to a repeat IVF cycle and underwent PGT-A in both the prior and repeat cycles were included and compared to a well-matched control. The primary outcome was the number of transferable embryos per cycle. Secondary outcomes included: blastocyst yield, euploid yield, and rates of aneuploidy.</p><p><strong>Results: </strong>Eighteen subjects met criteria in our study time frame and were compared to 57 control subjects. The mean age for the TVOD and control groups was 35.3 ± 4.6 and 36.5 ± 4.4 respectively (p = 0.34). TVOD was associated with a doubling of blastocyst yield, a sixfold increase in the yield of euploid blasts, and a nearly fourfold decrease in the percentage of aneuploid blasts. When compared to controls, TVOD resulted in a significant improvement in the yield of euploid embryos, from + 1.3 to + 2.4 (p = 0.01), and transferable embryos from + 1.5 to + 3.9 (p = 0.001). TVOD also resulted in a decrease in the percentage of aneuploid embryos from - 8.5 to - 49% (p < 0.001).</p><p><strong>Conclusion: </strong>TVOD appears to have positively impacted the yield of transferable embryos and euploid embryos in patients with PCOS when compared to a well-matched control.</p>","PeriodicalId":15246,"journal":{"name":"Journal of Assisted Reproduction and Genetics","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2026-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145933477","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Study of comparative performance of general-purpose LLM-based systems in predicting IVF outcomes. 基于llm的通用系统预测IVF结果的比较性能研究。
IF 2.7 3区 医学 Q2 GENETICS & HEREDITY Pub Date : 2026-01-09 DOI: 10.1007/s10815-025-03793-y
Can Dinç, Ömer Faruk Öz, Saltuk Buğra Arıkan, Selen Doğan, Murat Özekinci, Nasuh Utku Doğan, İnanç Mendilcioğlu

Background and objective: Artificial intelligence (AI) has emerged as a promising tool for clinical decision support in reproductive medicine, yet the performance of general-purpose large language models (LLMs) in predicting in vitro fertilization (IVF) outcomes remains insufficiently characterized. This exploratory proof-of-concept study aimed to evaluate and compare the out-of-the-box performance of three widely accessible LLM-based systems (ChatGPT, DeepSeek, and Gemini) in forecasting key clinical and laboratory outcomes of IVF treatments.

Methods: This retrospective single-center study used data from 1473 autologous IVF/ICSI cycles, each representing a unique patient. For each cycle, relevant clinical and laboratory variables were incorporated into a standardized anonymized patient-level vignette and submitted via the publicly available web interfaces of three LLMs (ChatGPT, DeepSeek, Gemini) without any fine-tuning or internal customization. The models were asked to predict stimulation protocol, ovulation trigger type, total and mature oocyte counts, usable embryo counts, and clinical pregnancy. Predictive performance was evaluated using accuracy and tolerance-based accuracy for categorical and count-based outcomes, mean absolute error for numerical predictions, and the area under the receiver operating characteristic (ROC) curve for clinical pregnancy.

Results: Gemini achieved the highest accuracy in predicting stimulation protocols (51.26%) and embryo counts (68.22%), while DeepSeek demonstrated the lowest numerical error for oocyte count predictions. Clinical pregnancy prediction was the most challenging task; all models showed only moderate discrimination, with Gemini achieving the highest AUC (0.711), followed by ChatGPT (0.690) and DeepSeek (0.676). Overall, model performance varied considerably across tasks and remained below thresholds that would be considered sufficient for reliable stand-alone clinical use.

Conclusions: In this exploratory proof-of-concept setting, general-purpose AI systems showed variable and overall suboptimal performance in predicting IVF outcomes from standardized clinical vignettes. Although certain models demonstrated relative strengths in specific tasks, none reached the reliability, consistency, or interpretability required for safe clinical implementation. These findings indicate that, in their current form, such models should not be used as clinical decision-support tools for IVF decision-making and that their use should remain restricted to carefully controlled research settings until they have been prospectively validated in multicenter cohorts and systematically compared with rigorously developed, task-specific prediction models. This study provides comparative insight into how these AI systems behave in IVF-related prediction tasks and underscores the need for cautious interpretation of AI-generated outputs.

背景和目的:人工智能(AI)已经成为生殖医学临床决策支持的一个有前途的工具,但通用大语言模型(LLMs)在预测体外受精(IVF)结果方面的表现仍然不够充分。这项探索性的概念验证研究旨在评估和比较三种广泛使用的基于法学硕士的系统(ChatGPT、DeepSeek和Gemini)在预测试管婴儿治疗的关键临床和实验室结果方面的开箱即用性能。方法:这项回顾性单中心研究使用了1473个自体IVF/ICSI周期的数据,每个周期代表一个独特的患者。对于每个周期,相关的临床和实验室变量被纳入标准化的匿名患者级小图,并通过三个llm (ChatGPT, DeepSeek, Gemini)的公开web界面提交,没有任何微调或内部定制。这些模型被要求预测刺激方案、排卵触发类型、总卵母细胞计数和成熟卵母细胞计数、可用胚胎计数和临床妊娠。通过分类结果和计数结果的准确性和基于容忍度的准确性、数值预测的平均绝对误差和临床妊娠的受试者工作特征(ROC)曲线下面积来评估预测效果。结果:Gemini在预测刺激方案(51.26%)和胚胎计数(68.22%)方面的准确性最高,而DeepSeek在预测卵母细胞计数方面的数值误差最低。临床妊娠预测是最具挑战性的任务;所有模型均表现出中等程度的歧视,其中Gemini的AUC最高(0.711),其次是ChatGPT(0.690)和DeepSeek(0.676)。总的来说,模型的性能在不同的任务中差异很大,并且仍然低于被认为足以用于可靠的独立临床使用的阈值。结论:在这个探索性的概念验证设置中,通用人工智能系统在从标准化临床小片段预测试管婴儿结果方面表现出可变的和整体的次优性能。尽管某些模型在特定任务中表现出相对优势,但没有一个模型达到安全临床实施所需的可靠性、一致性或可解释性。这些发现表明,以目前的形式,这些模型不应该被用作试管婴儿决策的临床决策支持工具,它们的使用应该限制在仔细控制的研究环境中,直到它们在多中心队列中得到前瞻性验证,并与严格开发的任务特异性预测模型进行系统比较。这项研究提供了对这些人工智能系统在试管婴儿相关预测任务中的表现的比较见解,并强调了对人工智能生成的输出进行谨慎解释的必要性。
{"title":"Study of comparative performance of general-purpose LLM-based systems in predicting IVF outcomes.","authors":"Can Dinç, Ömer Faruk Öz, Saltuk Buğra Arıkan, Selen Doğan, Murat Özekinci, Nasuh Utku Doğan, İnanç Mendilcioğlu","doi":"10.1007/s10815-025-03793-y","DOIUrl":"https://doi.org/10.1007/s10815-025-03793-y","url":null,"abstract":"<p><strong>Background and objective: </strong>Artificial intelligence (AI) has emerged as a promising tool for clinical decision support in reproductive medicine, yet the performance of general-purpose large language models (LLMs) in predicting in vitro fertilization (IVF) outcomes remains insufficiently characterized. This exploratory proof-of-concept study aimed to evaluate and compare the out-of-the-box performance of three widely accessible LLM-based systems (ChatGPT, DeepSeek, and Gemini) in forecasting key clinical and laboratory outcomes of IVF treatments.</p><p><strong>Methods: </strong>This retrospective single-center study used data from 1473 autologous IVF/ICSI cycles, each representing a unique patient. For each cycle, relevant clinical and laboratory variables were incorporated into a standardized anonymized patient-level vignette and submitted via the publicly available web interfaces of three LLMs (ChatGPT, DeepSeek, Gemini) without any fine-tuning or internal customization. The models were asked to predict stimulation protocol, ovulation trigger type, total and mature oocyte counts, usable embryo counts, and clinical pregnancy. Predictive performance was evaluated using accuracy and tolerance-based accuracy for categorical and count-based outcomes, mean absolute error for numerical predictions, and the area under the receiver operating characteristic (ROC) curve for clinical pregnancy.</p><p><strong>Results: </strong>Gemini achieved the highest accuracy in predicting stimulation protocols (51.26%) and embryo counts (68.22%), while DeepSeek demonstrated the lowest numerical error for oocyte count predictions. Clinical pregnancy prediction was the most challenging task; all models showed only moderate discrimination, with Gemini achieving the highest AUC (0.711), followed by ChatGPT (0.690) and DeepSeek (0.676). Overall, model performance varied considerably across tasks and remained below thresholds that would be considered sufficient for reliable stand-alone clinical use.</p><p><strong>Conclusions: </strong>In this exploratory proof-of-concept setting, general-purpose AI systems showed variable and overall suboptimal performance in predicting IVF outcomes from standardized clinical vignettes. Although certain models demonstrated relative strengths in specific tasks, none reached the reliability, consistency, or interpretability required for safe clinical implementation. These findings indicate that, in their current form, such models should not be used as clinical decision-support tools for IVF decision-making and that their use should remain restricted to carefully controlled research settings until they have been prospectively validated in multicenter cohorts and systematically compared with rigorously developed, task-specific prediction models. This study provides comparative insight into how these AI systems behave in IVF-related prediction tasks and underscores the need for cautious interpretation of AI-generated outputs.</p>","PeriodicalId":15246,"journal":{"name":"Journal of Assisted Reproduction and Genetics","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2026-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145944135","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Urgent fertility preservation following second trimester termination in a patient with pregnancy-associated colorectal cancer: a case report and literature review. 妊娠相关性结直肠癌患者妊娠中期终止后紧急保留生育能力:1例报告及文献回顾
IF 2.7 3区 医学 Q2 GENETICS & HEREDITY Pub Date : 2026-01-06 DOI: 10.1007/s10815-025-03775-0
Anne E Kim, Pak H Chung, Joshua D Stewart, Zev Rosenwaks

We report a case of fertility preservation using random-start controlled ovarian stimulation and embryo cryopreservation in a patient with a recent second trimester termination. A 32-year-old patient at 17 weeks of gestation was diagnosed with advanced colorectal cancer after presenting with hematochezia and acute blood loss anemia. To initiate urgent chemotherapy, the patient underwent an elective termination at 18-week gestation. Random-start controlled ovarian stimulation (COS) was initiated seven days later using a gonadotropin-releasing hormone antagonist protocol. Despite a β-human chorionic gonadotropin level of 52.4 mIU/mL, ovarian stimulation was started. Nineteen oocytes were retrieved after 10 days of ovarian stimulation, of which 15 were mature. Eleven mature oocytes fertilized successfully using intracytoplasmic sperm injection. All 11 embryos developed into the blastocyst stage and underwent biopsy for preimplantation genetic testing for aneuploidy screening. Five blastocysts were found to be euploid. The patient subsequently initiated chemotherapy seven days after her oocyte retrieval. This case highlights the feasibility of random-start COS and embryo cryopreservation for fertility preservation immediately after a second trimester termination in a patient with newly diagnosed colorectal cancer.

我们报告一例使用随机启动控制卵巢刺激和胚胎冷冻保存的生育能力保存在一个病人与最近的中期妊娠终止。一位32岁的患者在妊娠17周被诊断为晚期结直肠癌后,出现了便血和急性失血性贫血。为了开始紧急化疗,患者在妊娠18周时选择终止妊娠。随机启动对照卵巢刺激(COS) 7天后开始使用促性腺激素释放激素拮抗剂方案。尽管β-人绒毛膜促性腺激素水平为52.4 mIU/mL,但仍开始卵巢刺激。卵巢刺激10天后取出19个卵母细胞,其中15个成熟。11个成熟卵母细胞通过胞浆内单精子注射成功受精。所有11个胚胎都发育到囊胚阶段,并进行了植入前基因检测以进行非整倍体筛查。5个囊胚为整倍体。患者在取卵7天后开始化疗。该病例强调了随机启动COS和胚胎冷冻保存在新诊断的结直肠癌患者妊娠中期终止后立即保存生育能力的可行性。
{"title":"Urgent fertility preservation following second trimester termination in a patient with pregnancy-associated colorectal cancer: a case report and literature review.","authors":"Anne E Kim, Pak H Chung, Joshua D Stewart, Zev Rosenwaks","doi":"10.1007/s10815-025-03775-0","DOIUrl":"https://doi.org/10.1007/s10815-025-03775-0","url":null,"abstract":"<p><p>We report a case of fertility preservation using random-start controlled ovarian stimulation and embryo cryopreservation in a patient with a recent second trimester termination. A 32-year-old patient at 17 weeks of gestation was diagnosed with advanced colorectal cancer after presenting with hematochezia and acute blood loss anemia. To initiate urgent chemotherapy, the patient underwent an elective termination at 18-week gestation. Random-start controlled ovarian stimulation (COS) was initiated seven days later using a gonadotropin-releasing hormone antagonist protocol. Despite a β-human chorionic gonadotropin level of 52.4 mIU/mL, ovarian stimulation was started. Nineteen oocytes were retrieved after 10 days of ovarian stimulation, of which 15 were mature. Eleven mature oocytes fertilized successfully using intracytoplasmic sperm injection. All 11 embryos developed into the blastocyst stage and underwent biopsy for preimplantation genetic testing for aneuploidy screening. Five blastocysts were found to be euploid. The patient subsequently initiated chemotherapy seven days after her oocyte retrieval. This case highlights the feasibility of random-start COS and embryo cryopreservation for fertility preservation immediately after a second trimester termination in a patient with newly diagnosed colorectal cancer.</p>","PeriodicalId":15246,"journal":{"name":"Journal of Assisted Reproduction and Genetics","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2026-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145911613","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The new ethical challenges raised by the authorization of elective egg freezing in France since 2021. 自2021年起,法国批准选择性卵子冷冻带来了新的伦理挑战。
IF 2.7 3区 医学 Q2 GENETICS & HEREDITY Pub Date : 2026-01-06 DOI: 10.1007/s10815-025-03782-1
Maxime Chaillot, Arnaud Reignier, Thomas Fréour, Guillaume Durand

Purpose: Since 2021, elective egg freezing (EEF) without medical indication has been authorized and fully reimbursed in France for women aged 29 to 37. While this regulatory change represents a significant advancement in reproductive rights, it also raises new ethical and organizational challenges. This study aimed to explore the ethical issues experienced by infertility specialists involved in the clinical implementation of EEF in France.

Methods: This prospective, qualitative, monocentric study was conducted in a university-based ART center. All physicians involved in EEF at the center were invited to participate in semi-structured interviews. Data were analyzed inductively using Grounded Theory methodology.

Results: Eight practitioners participated. Four main themes emerged: (1) challenges in accessing EEF due to resource constraints and growing demand; (2) a new relationship between caregiver and patient in a context where care is no longer strictly medical; (3) a need to redefine the role of EEF in society, including the terminology used and funding mechanisms; and (4) questions about the future of EEF, including prioritization criteria, equitable access, and sustainability of the current model.

Conclusions: While EEF is widely supported by healthcare professionals, its integration into routine practice reveals tensions between autonomy, justice, beneficence, and public resource management. National guidelines, improved access to information, and further research-particularly incorporating women's perspectives-are essential to ensure ethically sound implementation.

目的:自2021年以来,法国已批准29至37岁妇女进行无医学指征的选择性卵子冷冻(EEF)并全额报销。虽然这一监管变化代表了生殖权利的重大进步,但它也提出了新的伦理和组织挑战。本研究旨在探讨法国不孕不育专家参与EEF临床实施时所遇到的伦理问题。方法:本前瞻性、定性、单中心研究在一所大学ART中心进行。该中心所有参与EEF的医生都被邀请参加半结构化访谈。采用扎根理论方法对数据进行归纳分析。结果:8名从业人员参与。出现了四个主要主题:(1)由于资源限制和需求增长,获取EEF面临挑战;(2)在医疗不再是严格意义上的医疗的背景下,护理者与患者之间的新关系;(3)需要重新定义环境教育在社会中的作用,包括使用的术语和资助机制;(4)关于EEF未来的问题,包括优先级标准、公平获取和当前模式的可持续性。结论:虽然EEF得到医疗专业人员的广泛支持,但将其纳入日常实践揭示了自治、正义、慈善和公共资源管理之间的紧张关系。国家准则、改善信息获取和进一步研究——特别是纳入妇女观点——对于确保合乎道德的实施至关重要。
{"title":"The new ethical challenges raised by the authorization of elective egg freezing in France since 2021.","authors":"Maxime Chaillot, Arnaud Reignier, Thomas Fréour, Guillaume Durand","doi":"10.1007/s10815-025-03782-1","DOIUrl":"https://doi.org/10.1007/s10815-025-03782-1","url":null,"abstract":"<p><strong>Purpose: </strong>Since 2021, elective egg freezing (EEF) without medical indication has been authorized and fully reimbursed in France for women aged 29 to 37. While this regulatory change represents a significant advancement in reproductive rights, it also raises new ethical and organizational challenges. This study aimed to explore the ethical issues experienced by infertility specialists involved in the clinical implementation of EEF in France.</p><p><strong>Methods: </strong>This prospective, qualitative, monocentric study was conducted in a university-based ART center. All physicians involved in EEF at the center were invited to participate in semi-structured interviews. Data were analyzed inductively using Grounded Theory methodology.</p><p><strong>Results: </strong>Eight practitioners participated. Four main themes emerged: (1) challenges in accessing EEF due to resource constraints and growing demand; (2) a new relationship between caregiver and patient in a context where care is no longer strictly medical; (3) a need to redefine the role of EEF in society, including the terminology used and funding mechanisms; and (4) questions about the future of EEF, including prioritization criteria, equitable access, and sustainability of the current model.</p><p><strong>Conclusions: </strong>While EEF is widely supported by healthcare professionals, its integration into routine practice reveals tensions between autonomy, justice, beneficence, and public resource management. National guidelines, improved access to information, and further research-particularly incorporating women's perspectives-are essential to ensure ethically sound implementation.</p>","PeriodicalId":15246,"journal":{"name":"Journal of Assisted Reproduction and Genetics","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2026-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145911660","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Journal of Assisted Reproduction and Genetics
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