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Association Between Fetal Nuchal Translucency Measurements and Pregnancy Outcomes. 胎儿颈部透明度测量与妊娠结局的关系。
IF 2.6 4区 医学 Q2 OBSTETRICS & GYNECOLOGY Pub Date : 2026-02-12 eCollection Date: 2026-01-01 DOI: 10.2147/IJWH.S574073
Xiang-Na Zhao, Jing Chang, Hao-Gang Sun, Hua Meng, Yuan Yao, Chao Deng, Ya-Juan Gu

Objective: To explore the optimal cutoff value of fetal nuchal translucency (NT) in the Shihezi region and analyze the predictive value of NT and high-risk factors for pregnancy outcomes.

Methods: This retrospective study included pregnant women who underwent NT screening at the First Affiliated Hospital of Shihezi University between January 2021 and December 2023. Prenatal examination results and pregnancy outcomes were collected and analyzed. The optimal cutoff value of NT for predicting pregnancy outcomes was calculated.

Results: Using NT=2.5mm as the cutoff value, three groups were defined (<2.5mm, 2.5-3.5mm, ≥3.5mm). For NT≥2.0mm, the AUC for predicting outcomes was 0.652 (P<0.001). NT thickening was significantly associated with ≥2 abnormalities in soft ultrasound indicators, structural abnormalities (P<0.001), chromosomal abnormalities (P=0.008), and adverse outcomes (P<0.001). Compared with the NT<2.5 mm group, the risk of adverse outcomes increased with NT thickness (OR=2.009, 95% CI: 1.472-2.743, for 2.5-3.5mm; OR=13.090, 95% CI: 6.571-26.074, for ≥3.5mm). The top three adverse pregnancy outcomes were: 210 cases of macrosomia (7%), 158 cases of preterm birth (5.3%), and 109 cases of structural abnormalities (3.6%). As NT thickened, structural abnormalities, chromosomal abnormalities, and miscarriage were correlated with NT (P<0.05). HDP was associated with fetal growth retardation and preterm birth (P<0.001). Maternal age ≥35 was linked to structural abnormalities (P=0.017) and gestational diabetes mellitus (GDM) (P<0.001).

Conclusion: NT=2.5mm is the cutoff value of NT thickening in Shihezi area; structural and chromosomal abnormalities and miscarriage are related to the degree of NT thickening; NT, age and HDP are independent risk factors affecting pregnancy outcome, and age is associated with GDM. NT cannot serve as an independent risk factor for adverse pregnancy outcomes and should be evaluated in conjunction with prenatal screening ultrasound and maternal high-risk factors.

目的:探讨石河子地区胎儿颈透明度(NT)的最佳临界值,分析NT及高危因素对妊娠结局的预测价值。方法:本回顾性研究纳入了2021年1月至2023年12月期间在石河子大学第一附属医院接受NT筛查的孕妇。收集并分析产前检查结果和妊娠结局。计算NT预测妊娠结局的最佳截断值。结果:以NT=2.5mm为临界值,划分3组(结论:NT=2.5mm为石河子地区NT增厚的临界值;结构、染色体异常及流产与NT增厚程度有关;NT、年龄、HDP是影响妊娠结局的独立危险因素,年龄与GDM相关)。NT不能作为不良妊娠结局的独立危险因素,应与产前超声筛查和产妇高危因素一起进行评估。
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引用次数: 0
Insights Into the Clinical Features, Diagnosis, Treatment, and Prognosis of Post-Surgical Abdominal Wall Endometriosis: A Retrospective Study. 回顾性研究腹壁子宫内膜异位症的临床特征、诊断、治疗和预后。
IF 2.6 4区 医学 Q2 OBSTETRICS & GYNECOLOGY Pub Date : 2026-02-12 eCollection Date: 2026-01-01 DOI: 10.2147/IJWH.S584747
Wei Zhao, Tingting Jiang, Xiaoxu Zhu, Xinhui Zhou

Purpose: This study aimed to categorize abdominal wall endometriosis (AWE) according to lesion depth, analyze its clinical features, treatment, outcomes, and prognosis, and share clinical treatment experience.

Patients and methods: A retrospective analysis was performed on 187 AWE patients who underwent surgery at the First Affiliated Hospital, Zhejiang University School of Medicine between January 2013 and April 2024. Patients were classified into three types: type I (skin and subcutaneous fat layer), type II (fascia or muscle layer), and type III (peritoneal layer). Clinical features, perioperative outcomes, and recurrence rates were analyzed.

Results: Among the 187 AWE patients, 28 (14.97%) were classified as type I, 104 (55.61%) as type II, and 55 (29.42%) as type III. The main complaint was an abdominal wall mass or/and pain (98.39%, 184/187). Both preoperative imaging and intraoperative exploration revealed a significant trend of increasing lesion diameter across types I, II, and III (P < 0.01). As the depth of endometriosis invasion increased, the proportion of lesions with a maximum diameter of ≥ 3 cm increased (P < 0.01). Additionally, there was a significant increase in the frequency of intraoperative mesh placement and drainage placement, as well as longer operative time (P < 0.01). Lesions were mainly located at corner sites of cesarean section incisions: 85.0% occurred in transverse incisions and 87.76% in longitudinal incisions. The three-year cumulative recurrence rate was 6.2%, with no identified risk factors for recurrence.

Conclusion: The presence of an abdominal mass or pain in or around a surgical scar should raise suspicion of AWE. Type III AWE is associated with the most severe clinical manifestations, larger lesion diameter, longer operative time, and a higher incidence of intraoperative mesh and drainage placement. Complete surgical excision is the treatment of choice, and the overall recurrence rate is low.

目的:本研究旨在根据病变深度对腹壁子宫内膜异位症(abdominal wall endometriosis, AWE)进行分类,分析其临床特征、治疗方法、结局及预后,分享临床治疗经验。患者与方法:回顾性分析2013年1月至2024年4月在浙江大学医学院第一附属医院行手术治疗的187例AWE患者。患者分为三类:I型(皮肤及皮下脂肪层)、II型(筋膜或肌肉层)和III型(腹膜层)。分析临床特征、围手术期结局及复发率。结果:187例AWE患者中,ⅰ型28例(14.97%),ⅱ型104例(55.61%),ⅲ型55例(29.42%)。主要主诉为腹壁肿块或/和疼痛(98.39%,184/187)。术前影像学及术中探查均显示I、II、III型病变直径有明显增加趋势(P < 0.01)。随着子宫内膜异位症侵袭深度的增加,最大直径≥3cm的病变比例增加(P < 0.01)。术中放置补片和引流液的次数明显增加,手术时间明显延长(P < 0.01)。剖宫产术中病变主要位于切口角部,其中横切口占85.0%,纵切口占87.76%。3年累计复发率为6.2%,未发现复发危险因素。结论:腹部肿块或手术疤痕内或周围疼痛应引起对AWE的怀疑。III型AWE的临床表现最为严重,病变直径较大,手术时间较长,术中补片及引流的发生率较高。完全手术切除是治疗的选择,总体复发率低。
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引用次数: 0
Erythrocyte Folate and Homocysteine in Hypertensive Disorders of Pregnancy: Associations with Pregnancy Outcomes. 妊娠高血压疾病的红细胞叶酸和同型半胱氨酸:与妊娠结局的关系。
IF 2.6 4区 医学 Q2 OBSTETRICS & GYNECOLOGY Pub Date : 2026-02-11 eCollection Date: 2026-01-01 DOI: 10.2147/IJWH.S568633
Hui Geng, Feng Jian, Ting Zhang, Kun Dong, Bide Duan

Background: Hypertensive disorders complicating pregnancy (HDCP) are a major cause of maternal and fetal morbidity. This study aims to examine the relationship between red blood cell folate (RBCF) and homocysteine (Hcy) levels and HDCP severity, as well as to assess their predictive value for pregnancy outcomes.

Methods: This retrospective study included 326 HDCP patients and 153 controls. The diagnostic criteria for HDCP were based on the American College of Obstetricians and Gynecologists. RBCF and Hcy levels were measured at diagnosis using automated immunoassays. ROC curve analysis was performed to assess the predictive value of RBCF and Hcy for poor pregnancy outcomes.

Results: A total of 326 women with HDCP and 153 normotensive controls were included. Blood pressure was significantly higher in the HDCP group (both p < 0.001). HDCP patients exhibited markedly lower RBC folate (286.08 ± 59.04 vs 334.83 ± 51.95 ng/mL, p < 0.001) and higher Hcy levels (8.41 ± 1.39 vs 7.58 ± 1.40 μmol/L, p < 0.001) than controls. Across HDCP severity, RBCF declined progressively from gestational hypertension to mild and severe preeclampsia, while Hcy increased correspondingly. Among HDCP patients, adverse pregnancy outcomes occurred in 44.5%, including prematurity (34.4%), low birth weight (19.3%), and fetal distress (12.9%). Compared with women with good outcomes, those with poor outcomes had significantly lower RBCF (255.61 ± 51.56 vs 310.45 ± 53.13 ng/mL, p < 0.001) and higher Hcy (9.04 ± 1.36 vs 7.90 ± 1.25 μmol/L, p < 0.001). ROC analysis showed that combined RBCF-Hcy testing provided the highest predictive performance for adverse outcomes (AUC = 0.85, 95% CI 0.81-0.89; sensitivity 85.52%; specificity 75.14%), outperforming either biomarker alone.

Conclusion: RBCF and Hcy are crucial biomarkers for assessing the severity of HDCP and predicting adverse pregnancy outcomes.

背景:妊娠期高血压疾病(HDCP)是孕产妇和胎儿发病的主要原因。本研究旨在探讨红细胞叶酸(RBCF)和同型半胱氨酸(Hcy)水平与HDCP严重程度之间的关系,并评估其对妊娠结局的预测价值。方法:对326例HDCP患者和153例对照组进行回顾性研究。HDCP的诊断标准基于美国妇产科医师学会。诊断时使用自动免疫测定法测定RBCF和Hcy水平。采用ROC曲线分析评价RBCF和Hcy对不良妊娠结局的预测价值。结果:共纳入326例HDCP患者和153例血压正常的对照组。HDCP组血压明显升高(p < 0.001)。HDCP患者红细胞叶酸水平(286.08±59.04 vs 334.83±51.95 ng/mL, p < 0.001)显著低于对照组,Hcy水平(8.41±1.39 vs 7.58±1.40 μmol/L, p < 0.001)显著高于对照组。在HDCP严重程度的不同阶段,RBCF从妊娠高血压到轻度和重度子痫前期逐渐下降,而Hcy相应增加。在HDCP患者中,不良妊娠结局发生率为44.5%,包括早产(34.4%)、低出生体重(19.3%)和胎儿窘迫(12.9%)。与预后良好的女性相比,预后较差的女性RBCF显著降低(255.61±51.56 vs 310.45±53.13 ng/mL, p < 0.001), Hcy显著升高(9.04±1.36 vs 7.90±1.25 μmol/L, p < 0.001)。ROC分析显示,联合RBCF-Hcy检测对不良结局的预测效果最高(AUC = 0.85, 95% CI 0.81-0.89;敏感性85.52%;特异性75.14%),优于单独使用任何一种生物标志物。结论:RBCF和Hcy是评估HDCP严重程度和预测不良妊娠结局的重要生物标志物。
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引用次数: 0
From Pelvis to Groin: Non-Communicating Rudimentary Uterine Horn and Endometriosis Presenting as an Inguinal Hernia in a Woman with a Solitary Pelvic Kidney. 从骨盆到腹股沟:未连通的初级子宫角和子宫内膜异位症表现为腹股沟疝。
IF 2.6 4区 医学 Q2 OBSTETRICS & GYNECOLOGY Pub Date : 2026-02-11 eCollection Date: 2026-01-01 DOI: 10.2147/IJWH.S581854
Guoshuai Xu, Wenqiang Li, Jun Qu

Background: Müllerian anomalies complicated by extrapelvic endometriosis are uncommon, and herniation of Müllerian remnants into the inguinal canal is exceptionally rare. These complex presentations pose significant diagnostic challenges arising from intricate embryological maldevelopment, necessitating multidisciplinary collaboration to optimize both patient safety and fertility preservation.

Case report: We report a case in which a non-communicating rudimentary uterine horn and endometriotic tissue presented as an incarcerated inguinal hernia in a woman with a solitary pelvic kidney. Multimodal imaging (3D ultrasound, CT with 3D reconstruction, and MRI) enabled preoperative mapping and guided a one-stage laparoscopic approach. Postoperative GnRH-agonist therapy was initiated for adjuvant suppression, and longer-term follow-up is ongoing.

Conclusion: This case underscores the importance of considering Müllerian anomalies and endometriosis in the differential diagnosis of inguinal masses in women with genitourinary malformations. Multidisciplinary integration of gynecological, urological, radiological, and surgical expertise is essential for accurate diagnosis and safe, fertility-sparing management.

背景:腰勒氏管异常合并盆腔外子宫内膜异位症并不常见,腰勒氏管残余疝入腹股沟管极为罕见。这些复杂的表现对复杂的胚胎发育不良带来了重大的诊断挑战,需要多学科合作来优化患者安全和生育能力的保存。病例报告:我们报告一个病例,其中一个不沟通的初级子宫角和子宫内膜异位症组织作为嵌顿腹股沟疝在一个女人孤立的盆腔肾。多模态成像(3D超声、CT三维重建和MRI)实现了术前定位,并指导了一期腹腔镜入路。术后开始gnrh激动剂治疗以抑制辅助治疗,长期随访正在进行中。结论:本病例强调了在泌尿生殖系统畸形的女性腹股沟肿块鉴别诊断中考虑输卵管异常和子宫内膜异位症的重要性。多学科整合妇科、泌尿外科、放射学和外科专业知识对于准确诊断和安全、保护生育能力的管理至关重要。
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引用次数: 0
Dual Role of the Endometrial Microbiome-Immune Axis: From Endometrial Homeostasis to Reproductive Disorders. 子宫内膜微生物-免疫轴的双重作用:从子宫内膜内稳态到生殖障碍。
IF 2.6 4区 医学 Q2 OBSTETRICS & GYNECOLOGY Pub Date : 2026-02-11 eCollection Date: 2026-01-01 DOI: 10.2147/IJWH.S559370
Xiaochuan Yu, Yating Zhang, Li Juan Shi, Huali Wang

The homeostasis of the uterine environment is crucial for reproductive health. Recent studies have revealed the complex interplay between the endometrial microbiome, immune system, and the endometrium. Under normal physiological conditions, the microbiome, primarily composed of Lactobacillus species, promotes a healthy reproductive environment by maintaining local immune homeostasis, inhibiting the growth of pathogenic microorganisms, and regulating the integrity of the endometrial barrier. However, dysbiosis can abnormally activate local immune responses, disrupting the immune tolerance mechanisms of the endometrium and thereby compromising pregnancy maintenance and overall reproductive health. This study uniquely highlights the role of the endometrial microbiome in modulating immune responses specifically within the uterine environment, a critical factor for reproductive success. Our findings also suggest novel therapeutic strategies targeting microbiome modulation and immune regulation, offering promising avenues for improving reproductive health outcomes. This review aims to explore the regulatory mechanisms of the microbiome-immune axis in both physiological and pathological conditions, with a particular focus on how these interactions specifically influence the uterine environment, while also considering the broader implications of microbiome-immune interactions throughout the entire body. We will analyze its potential role in reproductive health issues and discuss new therapeutic strategies based on microbiome and immune modulation.

子宫环境的内稳态对生殖健康至关重要。最近的研究揭示了子宫内膜微生物群、免疫系统和子宫内膜之间复杂的相互作用。在正常生理条件下,主要由乳杆菌组成的微生物组通过维持局部免疫稳态、抑制病原微生物的生长和调节子宫内膜屏障的完整性来促进健康的生殖环境。然而,生态失调可以异常激活局部免疫反应,破坏子宫内膜的免疫耐受机制,从而损害妊娠维持和整体生殖健康。这项研究独特地强调了子宫内膜微生物组在调节子宫环境内免疫反应中的作用,这是生殖成功的关键因素。我们的研究结果还提出了针对微生物组调节和免疫调节的新治疗策略,为改善生殖健康结果提供了有希望的途径。本综述旨在探讨微生物-免疫轴在生理和病理条件下的调节机制,特别关注这些相互作用如何特异性影响子宫环境,同时也考虑到整个身体中微生物-免疫相互作用的更广泛含义。我们将分析其在生殖健康问题中的潜在作用,并讨论基于微生物组和免疫调节的新治疗策略。
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引用次数: 0
Divergent Paths: A Survey of Cardiologist and Obstetrician Decision-Making in High-Risk Pregnancies with Cardiovascular Disease. 不同的路径:心血管疾病高危妊娠的心脏病专家和产科医生的决策调查。
IF 2.6 4区 医学 Q2 OBSTETRICS & GYNECOLOGY Pub Date : 2026-02-11 eCollection Date: 2026-01-01 DOI: 10.2147/IJWH.S568213
Emre Uysal, Nur Gozde Kulhan, Oguzhan Gunenc, Mehmet Kulhan, Ummugulsum Esenkaya

Background: During pregnancy, there is a physiologic increase in heart rate and blood flow rate along with an increase in plasma volume. Although these changes are physiological, pregnant women with congenital cyanotic heart disease are known to have an increased risk of maternal heart failure, premature birth, intrauterine growth retardation, increased number of cesarean sections, and even maternal death. According to the World Health Organization, cardiovascular diseases (CVD) are the most common cause of indirect maternal deaths. The aim of this study was to assess how well obstetricians and cardiologists manage the care of a pregnant woman with cardiovascular disease.

Methods: This survey-based study included 45 obstetricians and 30 cardiologists. There is no ready-made scale or survey on the relevant subject. Therefore, the survey questions were created by us as a result of the literature review. In the survey, questions were asked to examine clinical decision-making tendencies and attitudes of obstetrics and cardiology doctors about recommending induced abortion in the first trimester in pregnant women with various heart diseases and about vaginal labor or cesarean section and infective endocarditis prophylaxis in term pregnancy.

Results: Survey responses from obstetricians and cardiologists revealed significant differences in management approaches. Regarding first-trimester elective termination, cardiologists overwhelmingly recommended it for most conditions (eg, 100% for pulmonary arterial hypertension, 96.7% for EF < 30%/Class III-IV heart failure), whereas obstetricians showed greater hesitation or preference for cardiology consultation (eg, 48.9% had "no opinion" for Marfan syndrome with aortic dilatation). For mode of delivery at term, cardiologists predominantly recommended cesarean section, often with infective endocarditis prophylaxis, for specific high-risk conditions (eg, 100% for prosthetic valve, 96.7% for severe PAH). In stark contrast, the majority of obstetricians (ranging from 53.3% to 80.0% across various CVDs) opted to defer the decision by seeking a cardiology consultation. Statistical analysis confirmed significant differences (p<0.05) between the two specialist groups in most management decisions.

Discussion: CVDs are the most common cause of non-direct maternal deaths. Patients should be closely monitored during pregnancy, labor and puerperium. Pregnant women with CVD should be evaluated by a multidisciplinary committee of competent physicians.

背景:怀孕期间,随着血浆量的增加,心率和血流量会有生理性的增加。虽然这些变化是生理上的,但已知患有先天性紫绀心脏病的孕妇发生产妇心力衰竭、早产、宫内发育迟缓、剖宫产次数增加,甚至产妇死亡的风险增加。据世界卫生组织称,心血管疾病是孕产妇间接死亡的最常见原因。本研究的目的是评估产科医生和心脏病专家对患有心血管疾病的孕妇的护理情况。方法:本研究以调查为基础,包括45名产科医生和30名心脏病专家。没有现成的量表或相关调查。因此,调查问题是我们在文献回顾的基础上创建的。在调查中,询问了产科和心脏病科医生在建议各种心脏病孕妇在妊娠早期人工流产以及在妊娠中期阴道分娩或剖宫产和预防感染性心内膜炎方面的临床决策倾向和态度。结果:来自产科医生和心脏病专家的调查结果显示了管理方法的显著差异。关于妊娠早期的选择性终止,心脏病专家压倒性地推荐在大多数情况下(例如,100%的肺动脉高压,96.7%的EF < 30%/ III-IV级心力衰竭),而产科医生对心脏病咨询表现出更大的犹豫或偏好(例如,48.9%的人对马凡综合征合并主动脉扩张“没有意见”)。对于足月分娩方式,心脏病专家主要推荐剖宫产,对于特定的高危情况(例如,人工瓣膜100%,严重PAH 96.7%),通常采用感染性心内膜炎预防。与此形成鲜明对比的是,大多数产科医生(在各种心血管疾病中从53.3%到80.0%不等)选择通过寻求心脏病学咨询来推迟决定。统计分析证实了两个专家组在大多数管理决策上的显著差异(p)。讨论:心血管疾病是孕产妇非直接死亡的最常见原因。患者在妊娠、分娩和产褥期应密切监测。患有心血管疾病的孕妇应由有能力的医生组成的多学科委员会进行评估。
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引用次数: 0
Burden and Risk Factor Patterns of Reproductive System Tumors and Non-Tumor Diseases Among Asian Women, 1990-2021: Evidence from the GBD Study. 1990-2021年亚洲女性生殖系统肿瘤和非肿瘤疾病的负担和风险因素模式:来自GBD研究的证据
IF 2.6 4区 医学 Q2 OBSTETRICS & GYNECOLOGY Pub Date : 2026-02-11 eCollection Date: 2026-01-01 DOI: 10.2147/IJWH.S572535
Xinyi Xiong, Yuming Yao, Guang Yang, Chiayen Lin

Background: Female reproductive system diseases, including malignant tumors such as breast, ovarian, and uterine cancers, and non-neoplastic disorders such as uterine fibroids, endometriosis, polycystic ovary syndrome (PCOS), infertility, and premenstrual syndrome (PMS), represent major health challenges in Asia. While malignant diseases receive considerable attention due to high mortality, the long-term burden of non-malignant conditions affecting fertility, psychological well-being, and quality of life remains underestimated.

Methods: Data from the Global Burden of Disease (GBD) 2021 were used to quantify the burden of female reproductive system diseases in 47 Asian countries and territories from 1990 to 2021. Incidence, prevalence, mortality, and disability-adjusted life years (DALYs) were analyzed, together with age-standardized rates. Temporal trends were assessed using estimated annual percentage change (EAPC), and disease burden patterns were examined across Socio-demographic Index (SDI) levels. Associations between major modifiable risk factors and disease burden were described.

Results: In 2021, female reproductive system diseases accounted for over 33 million DALYs and approximately 600,000 deaths in Asia. Breast and cervical cancers were the leading contributors to mortality and DALYs, whereas PMS and infertility accounted for a substantial burden among younger women. From 1990 to 2021, absolute case numbers and deaths increased with population growth and aging, while most age-standardized rates declined, particularly for cervical cancer. In contrast, PCOS and infertility showed the fastest increases. High body mass index and elevated fasting glucose were strongly associated with breast and uterine cancer burden, while smoking was closely associated with cervical cancer burden.

Conclusion: Female reproductive system diseases impose a substantial and heterogeneous burden across Asia. Although malignant cancers remain the main contributors to mortality and DALYs, non-malignant disorders increasingly affect reproductive health, particularly among younger women. Prevention strategies tailored to SDI levels and major risk factors are needed to reduce the overall disease burden across the region.

背景:女性生殖系统疾病,包括乳腺癌、卵巢癌和子宫癌等恶性肿瘤,以及子宫肌瘤、子宫内膜异位症、多囊卵巢综合征(PCOS)、不孕症和经前综合征(PMS)等非肿瘤性疾病,是亚洲主要的健康挑战。虽然恶性疾病由于死亡率高而受到相当多的关注,但影响生育、心理健康和生活质量的非恶性疾病的长期负担仍然被低估。方法:使用全球疾病负担(GBD) 2021的数据,量化1990年至2021年47个亚洲国家和地区的女性生殖系统疾病负担。分析发病率、患病率、死亡率和残疾调整生命年(DALYs)以及年龄标准化率。使用估计的年百分比变化(EAPC)评估时间趋势,并在社会人口指数(SDI)水平上检查疾病负担模式。描述了主要可改变危险因素与疾病负担之间的关联。结果:2021年,女性生殖系统疾病在亚洲占3300多万DALYs,约60万人死亡。乳腺癌和子宫颈癌是死亡率和伤残调整生命年的主要原因,而经前综合症和不孕症则是年轻妇女的重大负担。从1990年到2021年,绝对病例数和死亡人数随着人口增长和老龄化而增加,而大多数年龄标准化率下降,特别是宫颈癌。相比之下,多囊卵巢综合征和不孕症的增长最快。高体重指数和空腹血糖升高与乳腺癌和子宫癌负担密切相关,而吸烟与宫颈癌负担密切相关。结论:女性生殖系统疾病在亚洲各地造成了巨大的异质性负担。虽然恶性癌症仍然是死亡率和伤残调整生命年的主要原因,但非恶性疾病日益影响生殖健康,特别是在年轻妇女中。需要制定适合SDI水平和主要风险因素的预防战略,以减轻整个区域的总体疾病负担。
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引用次数: 0
Comparison of Interpretable Machine Learning Models Using Systemic Inflammation Index to Predict Preterm Birth in Gestational Diabetes Mellitus. 利用全身性炎症指数预测妊娠期糖尿病早产的可解释机器学习模型的比较
IF 2.6 4区 医学 Q2 OBSTETRICS & GYNECOLOGY Pub Date : 2026-02-10 eCollection Date: 2026-01-01 DOI: 10.2147/IJWH.S541610
Qinxia Pang, Lei Peng, Jianfa Wu, Ying Wang, Rong Zhang, Zhou Liu, Lingli Jiang

Background: Gestational diabetes mellitus (GDM) elevates preterm birth risk, highlighting the need for improved prediction methods to enhance outcomes. Current models show limited accuracy by ignoring some inflammatory biomarkers (eg, PLR, LMR, SII). Machine learning (ML) can better analyze complex patterns but remains underused for GDM preterm birth prediction.

Objective: This study develops an interpretable ML model combining systemic inflammatory indices and traditional clinical markers to predict preterm birth in GDM. Enabling early risk stratification at diagnosis, it facilitates timely interventions for this high-risk population.

Methods: This retrospective study analyzed 389 GDM patients, stratified into training (n=272) and temporal external validation (n=117) cohorts, and further classified by birth outcome (term/preterm). Using the training cohort, we developed and internally validated multiple ML models incorporating: (1) systemic inflammation indices, (2) traditional clinical indicators, and (3) their combination. The optimal model underwent temporal external validation and subsequent Shapley Additive Explanations (SHAP) analysis for feature interpretation. To assess the robustness of our findings, sensitivity analyses were conducted.

Results: Our cohort of 389 GDM patients included 53 preterm births (13.6%). Analysis revealed seven significant predictors combining systemic inflammatory markers and traditional clinical parameters. The extreme gradient boosting (XGBoost) model outperformed comparative algorithms (AUC-ROC: 0.932 vs Logit: 0.871, SVM: 0.847, RF: 0.917; AUC-PRC: 0.754 vs Logit: 0.686, SVM: 0.582, RF: 0.670). SHAP analysis identified five key determinants (two clinical and three inflammatory markers) as most influential for preterm birth prediction. Sensitivity analyses were conducted to assess the robustness of the results.

Conclusion: The XGBoost model outperforms in predicting GDM-related preterm birth by integrating traditional clinical and systemic inflammatory markers, enabling precise risk assessment to guide clinical management.

背景:妊娠期糖尿病(GDM)增加早产风险,强调需要改进预测方法以提高预后。目前的模型由于忽略了一些炎症生物标志物(如PLR、LMR、SII),准确性有限。机器学习(ML)可以更好地分析复杂的模式,但在GDM早产预测方面仍未得到充分利用。目的:建立一种结合全身炎症指标和传统临床指标预测GDM早产的可解释性ML模型。它能够在诊断时进行早期风险分层,有助于对这一高危人群进行及时干预。方法:本回顾性研究分析了389例GDM患者,分为训练组(n=272)和临时外部验证组(n=117),并根据出生结局(足月/早产)进一步分类。利用培训队列,我们开发并内部验证了多个ML模型,其中包括:(1)全身炎症指标,(2)传统临床指标,以及(3)它们的组合。最优模型经过时间外部验证和随后的Shapley加性解释(SHAP)分析进行特征解释。为了评估我们研究结果的稳健性,我们进行了敏感性分析。结果:我们的389例GDM患者队列包括53例早产(13.6%)。分析显示,结合系统性炎症标志物和传统临床参数,有7个显著的预测因子。极端梯度增强(XGBoost)模型优于比较算法(AUC-ROC: 0.932 vs Logit: 0.871, SVM: 0.847, RF: 0.917; AUC-PRC: 0.754 vs Logit: 0.686, SVM: 0.582, RF: 0.670)。SHAP分析确定了五个关键决定因素(两个临床指标和三个炎症指标)对早产预测的影响最大。进行敏感性分析以评估结果的稳健性。结论:XGBoost模型通过整合传统的临床和全身炎症标志物,在预测gdm相关性早产方面优于其他模型,可以进行精确的风险评估,指导临床管理。
{"title":"Comparison of Interpretable Machine Learning Models Using Systemic Inflammation Index to Predict Preterm Birth in Gestational Diabetes Mellitus.","authors":"Qinxia Pang, Lei Peng, Jianfa Wu, Ying Wang, Rong Zhang, Zhou Liu, Lingli Jiang","doi":"10.2147/IJWH.S541610","DOIUrl":"https://doi.org/10.2147/IJWH.S541610","url":null,"abstract":"<p><strong>Background: </strong>Gestational diabetes mellitus (GDM) elevates preterm birth risk, highlighting the need for improved prediction methods to enhance outcomes. Current models show limited accuracy by ignoring some inflammatory biomarkers (eg, PLR, LMR, SII). Machine learning (ML) can better analyze complex patterns but remains underused for GDM preterm birth prediction.</p><p><strong>Objective: </strong>This study develops an interpretable ML model combining systemic inflammatory indices and traditional clinical markers to predict preterm birth in GDM. Enabling early risk stratification at diagnosis, it facilitates timely interventions for this high-risk population.</p><p><strong>Methods: </strong>This retrospective study analyzed 389 GDM patients, stratified into training (n=272) and temporal external validation (n=117) cohorts, and further classified by birth outcome (term/preterm). Using the training cohort, we developed and internally validated multiple ML models incorporating: (1) systemic inflammation indices, (2) traditional clinical indicators, and (3) their combination. The optimal model underwent temporal external validation and subsequent Shapley Additive Explanations (SHAP) analysis for feature interpretation. To assess the robustness of our findings, sensitivity analyses were conducted.</p><p><strong>Results: </strong>Our cohort of 389 GDM patients included 53 preterm births (13.6%). Analysis revealed seven significant predictors combining systemic inflammatory markers and traditional clinical parameters. The extreme gradient boosting (XGBoost) model outperformed comparative algorithms (AUC-ROC: 0.932 vs Logit: 0.871, SVM: 0.847, RF: 0.917; AUC-PRC: 0.754 vs Logit: 0.686, SVM: 0.582, RF: 0.670). SHAP analysis identified five key determinants (two clinical and three inflammatory markers) as most influential for preterm birth prediction. Sensitivity analyses were conducted to assess the robustness of the results.</p><p><strong>Conclusion: </strong>The XGBoost model outperforms in predicting GDM-related preterm birth by integrating traditional clinical and systemic inflammatory markers, enabling precise risk assessment to guide clinical management.</p>","PeriodicalId":14356,"journal":{"name":"International Journal of Women's Health","volume":"18 ","pages":"541610"},"PeriodicalIF":2.6,"publicationDate":"2026-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12912001/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146219771","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Predictive Value of Placental Growth Factor and Soluble FMS-Like Tyrosine Kinase-1 Detection in Early Pregnancy for Gestational Diabetes Mellitus: A Case-Control Study. 妊娠早期胎盘生长因子和可溶性fms样酪氨酸激酶-1检测对妊娠期糖尿病的预测价值:一项病例对照研究。
IF 2.6 4区 医学 Q2 OBSTETRICS & GYNECOLOGY Pub Date : 2026-02-10 eCollection Date: 2026-01-01 DOI: 10.2147/IJWH.S542217
Wen Wu, Xinli Liu

Background: Gestational diabetes mellitus (GDM) increases the risk of complications such as gestational hypertension, genital tract infections, preterm birth, and adverse perinatal outcomes including fetal distress and macrosomia. Identifying serum biomarkers in early pregnancy may aid in prevention and improve maternal and fetal outcomes.

Aim: To evaluate the predictive value of placental growth factor (PIGF) and soluble FMS-like tyrosine kinase-1 (sFlt-1) for GDM in early pregnancy.

Methods: A retrospective case-control study was conducted including 140 pregnant women screened for GDM in early pregnancy. Seventy women diagnosed with GDM formed the observation group, and 70 women with normal glucose levels served as controls. Inclusion criteria were singleton pregnancies with complete laboratory data and delivery follow-up at the same hospital. Primary outcomes were serum PIGF and sFlt-1 levels, and their predictive value for GDM was assessed.

Results: Pre-pregnancy BMI, fasting plasma glucose, HbA1c, HOMA-IR, and sFlt-1 levels were significantly higher in the observation group, while PIGF levels were lower. Pre-pregnancy BMI, PIGF, and sFlt-1 were independent predictors of GDM (P < 0.05). The incidence of gestational hypertension, preterm birth, genital tract infection, and macrosomia was higher in the observation group (P < 0.05). PIGF was negatively correlated with HOMA-IR, whereas sFlt-1 showed a positive correlation (P < 0.05). The area under the curve (AUC) for predicting GDM was 0.875 (95% CI: 0.818-0.932) for PIGF and 0.824 (95% CI: 0.752-0.897) for sFlt-1.

Conclusion: Lower PIGF and higher sFlt-1 levels in early pregnancy may be associated with GDM development and adverse outcomes. These biomarkers demonstrate potential predictive value, but large-scale prospective studies are required to confirm clinical utility.

背景:妊娠期糖尿病(GDM)增加并发症的风险,如妊娠期高血压、生殖道感染、早产和不良围产期结局,包括胎儿窘迫和巨大儿。在妊娠早期鉴定血清生物标志物可能有助于预防和改善产妇和胎儿的结局。目的:探讨胎盘生长因子(PIGF)和可溶性fms样酪氨酸激酶-1 (sFlt-1)对妊娠早期GDM的预测价值。方法:对140例妊娠早期GDM筛查的孕妇进行回顾性病例对照研究。70名确诊为GDM的女性作为观察组,70名血糖水平正常的女性作为对照组。纳入标准为实验室资料完整的单胎妊娠,并在同一家医院进行分娩随访。主要结果是血清PIGF和sFlt-1水平,并评估其对GDM的预测价值。结果:观察组孕妇孕前BMI、空腹血糖、HbA1c、HOMA-IR、sFlt-1水平显著升高,PIGF水平显著降低。孕前BMI、PIGF、sFlt-1是GDM的独立预测因子(P < 0.05)。观察组妊娠期高血压、早产、生殖道感染、巨大儿发生率高于对照组(P < 0.05)。PIGF与HOMA-IR呈负相关,sFlt-1呈正相关(P < 0.05)。PIGF预测GDM的曲线下面积(AUC)为0.875 (95% CI: 0.818-0.932), sFlt-1预测GDM的曲线下面积为0.824 (95% CI: 0.752-0.897)。结论:妊娠早期较低的PIGF和较高的sFlt-1水平可能与GDM的发展和不良结局有关。这些生物标志物显示出潜在的预测价值,但需要大规模的前瞻性研究来证实临床应用。
{"title":"Predictive Value of Placental Growth Factor and Soluble FMS-Like Tyrosine Kinase-1 Detection in Early Pregnancy for Gestational Diabetes Mellitus: A Case-Control Study.","authors":"Wen Wu, Xinli Liu","doi":"10.2147/IJWH.S542217","DOIUrl":"https://doi.org/10.2147/IJWH.S542217","url":null,"abstract":"<p><strong>Background: </strong>Gestational diabetes mellitus (GDM) increases the risk of complications such as gestational hypertension, genital tract infections, preterm birth, and adverse perinatal outcomes including fetal distress and macrosomia. Identifying serum biomarkers in early pregnancy may aid in prevention and improve maternal and fetal outcomes.</p><p><strong>Aim: </strong>To evaluate the predictive value of placental growth factor (PIGF) and soluble FMS-like tyrosine kinase-1 (sFlt-1) for GDM in early pregnancy.</p><p><strong>Methods: </strong>A retrospective case-control study was conducted including 140 pregnant women screened for GDM in early pregnancy. Seventy women diagnosed with GDM formed the observation group, and 70 women with normal glucose levels served as controls. Inclusion criteria were singleton pregnancies with complete laboratory data and delivery follow-up at the same hospital. Primary outcomes were serum PIGF and sFlt-1 levels, and their predictive value for GDM was assessed.</p><p><strong>Results: </strong>Pre-pregnancy BMI, fasting plasma glucose, HbA1c, HOMA-IR, and sFlt-1 levels were significantly higher in the observation group, while PIGF levels were lower. Pre-pregnancy BMI, PIGF, and sFlt-1 were independent predictors of GDM (<i>P</i> < 0.05). The incidence of gestational hypertension, preterm birth, genital tract infection, and macrosomia was higher in the observation group (<i>P</i> < 0.05). PIGF was negatively correlated with HOMA-IR, whereas sFlt-1 showed a positive correlation (<i>P</i> < 0.05). The area under the curve (AUC) for predicting GDM was 0.875 (95% CI: 0.818-0.932) for PIGF and 0.824 (95% CI: 0.752-0.897) for sFlt-1.</p><p><strong>Conclusion: </strong>Lower PIGF and higher sFlt-1 levels in early pregnancy may be associated with GDM development and adverse outcomes. These biomarkers demonstrate potential predictive value, but large-scale prospective studies are required to confirm clinical utility.</p>","PeriodicalId":14356,"journal":{"name":"International Journal of Women's Health","volume":"18 ","pages":"542217"},"PeriodicalIF":2.6,"publicationDate":"2026-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12912090/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146219812","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effects of Shatavari (Asparagus racemosus) Root Extract on Sexual Wellness in Women: Findings from a Prospective, Randomized, Double-Blind, Three-Arm, Parallel-Group, Placebo-Controlled Study. 总状芦笋根提取物对女性性健康的影响:一项前瞻性、随机、双盲、三臂、平行组、安慰剂对照研究的发现
IF 2.6 4区 医学 Q2 OBSTETRICS & GYNECOLOGY Pub Date : 2026-02-10 eCollection Date: 2026-01-01 DOI: 10.2147/IJWH.S561213
John Ademola, Supriya Mahajan, Mayakalyani Srivathsan, Deepak Langade

Purpose: Women's sexual health is affected by physical, psychological, and emotional aspects. In Ayurvedic medicine, Shatavari (Asparagus racemosus) is traditionally classified as a Rasayana known to promote reproductive health and overall well-being in women. The present study aims to evaluate the safety and efficacy of a standardized Shatavari root extract (SHT) in improving women's sexual health.

Patients and methods: A prospective, randomized, double-blinded, placebo-controlled, three-armed study was conducted over 8 weeks with 135 women participants. Participants were randomly assigned to receive either SHT, Shatavari with Ashwagandha root extracts (SHT-ARE), or a placebo (PL). The primary outcome was assessed using the Female Sexual Function Index (FSFI). Secondary outcomes were measured by Satisfying Sexual Events (SSEs), Female Sexual Distress Scale (FSDS), Profile of Mood States (POMS), Oxford Happiness Questionnaire (OHQ), and Pittsburgh Sleep Quality Index (PSQI), which were used for efficacy analysis. The safety parameters were monitored by treatment-emergent adverse events and changes in liver, thyroid, and renal function markers.

Results: At post-intervention (8 weeks), the SHT-ARE group demonstrated improvements in FSFI Arousal (P = 0.041), Lubrication (P = 0.027), Orgasm (P = 0.031), and Total FSFI (P = 0.005) scores compared to the PL group, whereas the SHT group showed improvements in only Total FSFI (P = 0.025) and Satisfaction (P < 0.0001). The number of sexual intercourses between SHT-ARE and PL was increased significantly (P = 0.001), while FSDS scores showed a significant difference in both SHT-ARE (P < 0.0001) and SHT (P = 0.008) when compared to the PL group. Improved OHQ scores in the SHT-ARE group (P < 0.0001) signify greater happiness. Reduced POMS values (SHT-ARE) specified reductions in Tension, Anger, Depression, Fatigue, Esteem-related affect, Confusion, and Total score (P < 0.0001) compared to PL. The SHT-ARE group at week 8 represented no significant differences in PSQI scores, except for Sleep efficiency (P = 0.045) compared to PL. All reported events were mild and resolved with no intervention.

Conclusion: Shatavari root extract is considered a safe, effective, and well-tolerated treatment for improving women's sexual health and well-being. In addition, it shows an additive effect in combination with Ashwagandha.

目的:妇女的性健康受到生理、心理和情感方面的影响。在阿育吠陀医学中,芦笋(总状芦笋)传统上被归类为一种Rasayana,以促进女性的生殖健康和整体福祉而闻名。本研究旨在评价标准沙莲根提取物(SHT)改善女性性健康的安全性和有效性。患者和方法:一项前瞻性、随机、双盲、安慰剂对照的三臂研究对135名女性参与者进行了为期8周的研究。参与者被随机分配接受SHT、含Ashwagandha根提取物的Shatavari (SHT- are)或安慰剂(PL)。主要结局采用女性性功能指数(FSFI)进行评估。次要结局采用满意性事件(SSEs)、女性性困扰量表(FSDS)、情绪状态量表(POMS)、牛津幸福问卷(OHQ)和匹兹堡睡眠质量指数(PSQI)进行测量,用于疗效分析。通过治疗后出现的不良事件以及肝脏、甲状腺和肾功能指标的变化来监测安全性参数。结果:在干预后(8周),与PL组相比,SHT- are组在FSFI唤醒(P = 0.041),润滑(P = 0.027),性高潮(P = 0.031)和总FSFI (P = 0.005)得分方面表现出改善,而SHT组仅在总FSFI (P = 0.025)和满意度(P < 0.0001)方面表现出改善。与PL组相比,SHT- are组和PL组的性交次数显著增加(P = 0.001),而FSDS评分在SHT- are组(P < 0.0001)和SHT组(P = 0.008)均有显著差异。结论:沙伐利根提取物被认为是一种安全、有效、耐受性良好的改善女性性健康和幸福感的治疗方法。此外,与阿什瓦甘达合用具有加性作用。
{"title":"Effects of Shatavari (<i>Asparagus racemosus</i>) Root Extract on Sexual Wellness in Women: Findings from a Prospective, Randomized, Double-Blind, Three-Arm, Parallel-Group, Placebo-Controlled Study.","authors":"John Ademola, Supriya Mahajan, Mayakalyani Srivathsan, Deepak Langade","doi":"10.2147/IJWH.S561213","DOIUrl":"https://doi.org/10.2147/IJWH.S561213","url":null,"abstract":"<p><strong>Purpose: </strong>Women's sexual health is affected by physical, psychological, and emotional aspects. In Ayurvedic medicine, Shatavari (<i>Asparagus racemosus</i>) is traditionally classified as a <i>Rasayana</i> known to promote reproductive health and overall well-being in women. The present study aims to evaluate the safety and efficacy of a standardized Shatavari root extract (SHT) in improving women's sexual health.</p><p><strong>Patients and methods: </strong>A prospective, randomized, double-blinded, placebo-controlled, three-armed study was conducted over 8 weeks with 135 women participants. Participants were randomly assigned to receive either SHT, Shatavari with Ashwagandha root extracts (SHT-ARE), or a placebo (PL). The primary outcome was assessed using the Female Sexual Function Index (FSFI). Secondary outcomes were measured by Satisfying Sexual Events (SSEs), Female Sexual Distress Scale (FSDS), Profile of Mood States (POMS), Oxford Happiness Questionnaire (OHQ), and Pittsburgh Sleep Quality Index (PSQI), which were used for efficacy analysis. The safety parameters were monitored by treatment-emergent adverse events and changes in liver, thyroid, and renal function markers.</p><p><strong>Results: </strong>At post-intervention (8 weeks), the SHT-ARE group demonstrated improvements in FSFI Arousal (P = 0.041), Lubrication (P = 0.027), Orgasm (P = 0.031), and Total FSFI (P = 0.005) scores compared to the PL group, whereas the SHT group showed improvements in only Total FSFI (P = 0.025) and Satisfaction (P < 0.0001). The number of sexual intercourses between SHT-ARE and PL was increased significantly (P = 0.001), while FSDS scores showed a significant difference in both SHT-ARE (P < 0.0001) and SHT (P = 0.008) when compared to the PL group. Improved OHQ scores in the SHT-ARE group (P < 0.0001) signify greater happiness. Reduced POMS values (SHT-ARE) specified reductions in Tension, Anger, Depression, Fatigue, Esteem-related affect, Confusion, and Total score (P < 0.0001) compared to PL. The SHT-ARE group at week 8 represented no significant differences in PSQI scores, except for Sleep efficiency (P = 0.045) compared to PL. All reported events were mild and resolved with no intervention.</p><p><strong>Conclusion: </strong>Shatavari root extract is considered a safe, effective, and well-tolerated treatment for improving women's sexual health and well-being. In addition, it shows an additive effect in combination with Ashwagandha.</p>","PeriodicalId":14356,"journal":{"name":"International Journal of Women's Health","volume":"18 ","pages":"561213"},"PeriodicalIF":2.6,"publicationDate":"2026-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12912092/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146219703","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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International Journal of Women's Health
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