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Descripción de un caso: síndrome de pseudo Meigs con leiomioma uterino 病例报告:假性梅格斯综合征伴子宫肌瘤
IF 0.1 Q4 OBSTETRICS & GYNECOLOGY Pub Date : 2024-10-01 Epub Date: 2024-08-13 DOI: 10.1016/j.gine.2024.100984
J. Sánchez España, D.A. Sánchez Torres, F.J. Salazar Arquero

Introduction

Meigs syndrome is an underdiagnosed pathology and should be suspected in the presence of an ovarian tumor associated with pleural and peritoneal effusion. In addition, it usually presents elevation of the tumor marker CA-125. All these clinical and analytical parameters improve after surgical removal of the tumor. Most cases are associated with benign ovarian tumors (fibroids). When it is associated with another type of ovarian/uterine tumor, whether benign or malignant, it is called «Pseudo Meigs Syndrome.» The diagnostic confirmation of the tumor will be histological.

Main symptoms and/or clinical findings

The clinical case of a patient is presented, in which a uterine tumor is observed that produces repetitive vasovagal syncope due to compression of pelvic organs, associated with right pleural effusion and ascites with mild-moderate elevation of CA-125.

Main diagnoses

The main suspected diagnosis is Pseudo-Meigs syndrome, due to the association of a uterine tumor with pleural effusion and ascites.

Therapeutic interventions and results

After resection of the tumor, which turned out to be a uterine leiomyoma, both effusions resolved and the tumor marker CA-125 normalized, corresponding to Pseudo Meigs Syndrome.

Conclusion

In the differential diagnosis of a pleural effusion associated with ascites, the presence of an ovarian/uterine tumor must be ruled out, since, if observed, we could be dealing with Meigs/Pseudo Meigs Syndrome; which will be confirmed by the disappearance of the pleural effusion, ascites and normalization of the CA-125 marker after surgical resection of the tumor and which represents its resolution.

导言:梅格斯综合征是一种诊断率较低的病理现象,如果卵巢肿瘤伴有胸腔和腹腔积液,则应怀疑梅格斯综合征。此外,它通常还伴有肿瘤标志物CA-125的升高。手术切除肿瘤后,所有这些临床和分析指标都会得到改善。大多数病例与良性卵巢肿瘤(子宫肌瘤)有关。如果伴有其他类型的卵巢/子宫肿瘤,无论是良性还是恶性,则称为 "假性梅格斯综合征"。主要症状和/或临床发现本临床病例中的一名患者,因盆腔器官受压而产生反复血管迷走性晕厥,伴有右侧胸腔积液和腹水,CA-125轻度-中度升高。主要诊断由于子宫肿瘤伴有胸腔积液和腹水,主要疑似诊断为假性梅格斯综合征。治疗措施和结果切除肿瘤后,两处积液消退,肿瘤标志物 CA-125 恢复正常,与假性梅格斯综合征相符。结论 在对伴有腹水的胸腔积液进行鉴别诊断时,必须排除卵巢/子宫肿瘤的存在,因为如果观察到卵巢/子宫肿瘤,则可能是梅格斯/假梅格斯综合征;手术切除肿瘤后,胸腔积液、腹水消失,CA-125 标志物恢复正常,这就证实了梅格斯/假梅格斯综合征。
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引用次数: 0
Impacto del test prenatal no invasivo en la detección de aneuploidías 无创产前检测对非整倍体检测的影响
IF 0.1 Q4 OBSTETRICS & GYNECOLOGY Pub Date : 2024-10-01 Epub Date: 2024-08-09 DOI: 10.1016/j.gine.2024.100985
C. Valldecabres Ortiz, F. De la Fuente García, S. Górriz Pintado

Background

The non-invasive prenatal test (NIPT) is a screening test that allows for conducting a screening of major chromosomal abnormalities in the fetus during pregnancy using maternal blood. In February 2019, NIPT was included as part of the prenatal diagnosis for genetic anomalies during the first trimester of pregnancy by the Public Health System of the Valencian Community.

The objective is to assess the diagnostic and economic performance of NIPT in pregnant women within our Department since its implementation.

Methods

A retrospective observational study was conducted, analyzing NIPT performed since its integration into the screening for chromosomal abnormalities in pregnant women within our department. The analysis includes the number of invasive tests conducted, improvements in the detection of studied chromosomal abnormalities, and the economic feasibility in comparison to invasive testing.

Results

A total of 4719 combined first and second-trimester screenings were conducted with a population coverage of 98%, of which TPNI was indicated in 337 patients. Aneuploidies were detected in 4 patients: two cases of Down syndrome, one case of Patau syndrome, and one case of Turner syndrome, with the first three confirmed and the latter resulting in a false positive. The sensitivity obtained was 100%, and the specificity was 99% (95% CI). The economic savings amounted to €52,035.90.

Conclusions

TPNI is a highly sensitive test with high specificity. Since its incorporation into the screening for aneuploidies in pregnant women, the performance of invasive tests has been reduced, resulting in a corresponding decrease in the risk of fetal loss and significant economic savings.

背景无创产前检测(NIPT)是一种筛查检测,可利用母体血液对孕期胎儿的主要染色体异常进行筛查。2019年2月,瓦伦西亚社区公共卫生系统将NIPT纳入妊娠头三个月遗传异常产前诊断的一部分。本研究的目的是评估NIPT自实施以来在我科孕妇中的诊断和经济效益。研究方法进行了一项回顾性观察研究,分析了自NIPT纳入我科孕妇染色体异常筛查以来所进行的NIPT。结果共进行了 4 719 次一胎和二胎联合筛查,人群覆盖率为 98%,其中 337 名患者需要进行 TPNI。在 4 名患者中检测出了非整倍体:2 例唐氏综合征、1 例帕陶综合征和 1 例特纳综合征,前 3 例得到了确诊,而后 1 例为假阳性。灵敏度为 100%,特异度为 99%(95% CI)。结论TPNI 是一种灵敏度高、特异性强的检测方法。自从将其纳入孕妇非整倍体筛查后,侵入性检查的次数减少了,胎儿畸形的风险也相应降低,经济效益显著。
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引用次数: 0
Preconceptional micronutrient supplementation and spontaneous pregnancy rates in women of higher reproductive age and unexplained infertility: A comparative study 高育龄和不明原因不孕妇女的孕前微量营养素补充和自然妊娠率:比较研究
IF 0.1 Q4 OBSTETRICS & GYNECOLOGY Pub Date : 2024-10-01 Epub Date: 2024-09-04 DOI: 10.1016/j.gine.2024.100988
J. Aschauer , H. Halát , M. Imhof

Background

The mean age for women giving birth to their first child is increasing globally, with few therapeutic options to counteract an age-related decline in female fertility. This study aimed to investigate the effect of dietary micronutrient supplements on spontaneous pregnancy rates in women of advanced reproductive age with infertility of unknown etiology.

Materials & methods

This was a retrospective, comparative study of 270 infertile women aged 35–40 years with non-pathological fertility work-up and normal male partner semen analysis attending a fertility clinic in Vienna, Austria. 146 women received an oral micronutrient preparation (omega-3 fatty acids, coenzyme Q10, vitamin E, folic acid, selenium, catechins and glycyrrhizin) daily for 6 months and subsequent monthly rates of spontaneous clinical pregnancy were compared to a control group of 124 women receiving only daily folic acid supplements. No other fertility-related interventions took place during the observation period.

Results

The total spontaneous pregnancy rate after 6 months was significantly higher in the study group, reaching 43.8%, compared to 29.8% in the control group (p = 0.018). Moreover, the cumulative pregnancy rate in the study group taking micronutrient supplementation was 54.5%, and 34.1% in the control group.

Conclusions

The findings of this study suggest that the intake of specific micronutrients might be associated with a higher occurrence of spontaneous pregnancies and thus improvement in female fertility among women of advanced reproductive age who experience unexplained infertility.

背景在全球范围内,生育第一胎的女性的平均年龄在不断增加,但却很少有治疗方法来应对女性生育能力与年龄相关的下降。本研究旨在探讨膳食微量营养素补充剂对病因不明的高龄育龄女性不孕症患者自发妊娠率的影响。材料与amp; 方法这是一项回顾性比较研究,研究对象是奥地利维也纳一家不孕不育诊所的 270 名 35-40 岁不孕女性,她们的生育能力均无病理检查,男性伴侣精液分析正常。146名妇女连续6个月每天口服微量营养素制剂(ω-3脂肪酸、辅酶Q10、维生素E、叶酸、硒、儿茶素和甘草甜素),随后每月的自然临床妊娠率与对照组(124名妇女每天只服用叶酸补充剂)进行了比较。结果研究组 6 个月后的总自然怀孕率明显高于对照组,达到 43.8%,而对照组为 29.8%(P = 0.018)。结论本研究的结果表明,摄入特定的微量营养素可能与高龄育龄女性不明原因不孕症的自发妊娠率增加有关,从而改善女性的生育能力。
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引用次数: 0
Uterine leiomyoma in adolescents: A case report and a review of the literature 青少年子宫肌瘤:病例报告和文献综述
IF 0.1 Q4 OBSTETRICS & GYNECOLOGY Pub Date : 2024-07-01 Epub Date: 2024-04-01 DOI: 10.1016/j.gine.2024.100957
M. Derme , M. Briante , G. Masselli

Introduction

Fibroids are common benign gynecological tumors but a rare finding in adolescents. Although infrequent, some symptomatic cases have been described in literature.

Main symptoms and/or clinical findings

A 16-year-old Caucasian patient came to our attention for abdominal pain and dysmenorrhea appeared two months before. Her gynecological history was characterized by regular menstrual cycles, normal in quantity, with dysmenorrhea. Bimanual pelvic examination revealed an anteverted mobile uterus, no adnexal tenderness or masses. Speculum examination showed a normal cervix. No vaginal bleeding or discharge was observed during the visit.

Main diagnoses

Transabdominal/transvaginal ultrasound demonstrated an anteverted uterus of 71 mm × 44 × 48 mm, with a heterogeneous myometrial structure and a hypoechoic subserosal-intramural mass (FIGO leiomyoma subclassification system: O-4) localized in the posterior uterine wall, measuring 26 mm × 19 mm × 16 mm, slightly vascularized at the Color-Doppler (Color Score 2). Magnetic resonance imaging confirmed the ultrasound diagnosis.

Therapeutic interventions and outcomes

Considering pelvic mass dimension and the patient age, a “wait and see” approach was chosen and the patient was re-evaluated a month and three months after the first ultrasound. The second and the third transvaginal ultrasound exam showed an unchanged picture.

Conclusion

The management of leiomyoma in young patients should be targeted to dimension and symptoms of the mass. When facing myomas of small dimension, paucisymptomatic or asymptomatic, with no signs of malignity, we suggest an expectant management.

导言纤维瘤是常见的妇科良性肿瘤,但在青少年中却很少见。主要症状和/或临床发现一名 16 岁的白种人患者因腹痛和两个月前出现的痛经前来就诊。她的妇科病史特点是月经周期规律,经量正常,但伴有痛经。双侧盆腔检查显示子宫前倾,无附件压痛或肿块。窥器检查显示宫颈正常。主要诊断经腹/经阴道超声检查显示子宫前倾,大小为 71 mm × 44 mm × 48 mm,子宫肌层结构不均质,子宫后壁局部有一低回声的浆膜下-肌壁内肿块(FIGO Leiomyoma 亚分类系统:O-4),大小为 26 mm × 19 mm × 16 mm,彩色多普勒显示略有血管扩张(彩色评分 2)。考虑到盆腔肿块的尺寸和患者的年龄,医生选择了 "静观其变 "的方法,并在第一次超声检查后一个月和三个月对患者进行了重新评估。第二次和第三次经阴道超声检查结果显示没有变化。结论年轻患者的子宫肌瘤治疗应针对肿块的大小和症状。面对体积小、无症状或症状不明显、无恶性迹象的肌瘤,我们建议采取期待疗法。
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引用次数: 0
Consenso multidisciplinar de mastitis granulomatosa: algoritmo diagnóstico y terapéutico 肉芽肿性乳腺炎多学科共识:诊断和治疗算法
IF 0.1 Q4 OBSTETRICS & GYNECOLOGY Pub Date : 2024-07-01 Epub Date: 2024-03-27 DOI: 10.1016/j.gine.2024.100954
L. López-Vendrell , L. Blay , P. Rodriguez , I. Pascual , M.Á. Luna , C. Rios , A. Mariscal , A. Olivé , J.F. Julian , I. Casafont

Idiopathic granulomatous mastitis (IGM) is a benign chronic inflammatory disease affecting the breast stroma. Diagnosis is by exclusion and requires histopathological confirmation, as its clinical and radiological presentation may be similar to breast carcinoma. Treatment is mainly medical, complemented by percutaneous drainage and ultimately surgical.

Although it is a benign pathology, it can cause significant impairment of quality of life. Due to its nature, it requires a multidisciplinary approach. It is necessary to protocolise the management of this entity both to establish the diagnosis and to initiate appropriate treatment early and prevent progression to advanced stages.

The aim of this work is to standardise the diagnosis and treatment of IGM from a multidisciplinary approach following medical consensus. The diagnostic algorithm is described, considering risk factors for IGM, typical radiological signs in order to be able to detect suspected cases early and subsequently ensure early treatment, which is described in the following algorithm for treatment. We also describe a specific follow-up circuit.

These multidisciplinary diagnostic-therapeutic algorithms are proposed to raise awareness and standardise the approach to this rare disease, accelerating its diagnosis and optimising its treatment.

特发性肉芽肿性乳腺炎(IGM)是一种影响乳腺基质的良性慢性炎症性疾病。由于其临床表现和放射学表现可能与乳腺癌相似,因此需要组织病理学证实才能排除诊断。治疗方法主要是药物治疗,辅以经皮引流术,最终采用手术治疗。虽然这是一种良性病变,但会严重影响患者的生活质量。虽然它是一种良性病变,但会严重影响患者的生活质量。这项工作的目的是根据医学共识,从多学科角度规范 IGM 的诊断和治疗。本文介绍了诊断算法,考虑了 IGM 的危险因素和典型的放射学征象,以便能够及早发现疑似病例并确保及早治疗。我们提出这些多学科诊断治疗算法的目的是为了提高人们对这种罕见疾病的认识,并使其治疗方法标准化,从而加快诊断和优化治疗。
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引用次数: 0
Manejo reproductivo de las mujeres con la premutación del FMR1. Revisión de la literatura FMR1 预突变妇女的生殖管理:文献综述。
IF 0.1 Q4 OBSTETRICS & GYNECOLOGY Pub Date : 2024-07-01 Epub Date: 2024-03-27 DOI: 10.1016/j.gine.2024.100955
I. Agustí , A. Borrás , L. Rodriguez-Revenga , D. Manau

ertility preservation is indicated in most cases of oncologic diseases and when gonadotoxic treatments are prescribed. However, in recent years, there has been an increase in preservation cycles carried out for benign diseases and conditions with a risk of developing premature ovarian failure. Premature ovarian insufficiency is related to a genetic disorder in 10% of cases. The most common known conditions are FMR1 premutation and Turner syndrome, and recently, other diseases such as mutations in the BRCA 1/2 genes have been implicated in this pathology.

We conducted a bibliographic review on premature ovarian insufficiency associated with the premutation of the FMR1 gene or Fragile X Messenger Ribonucleoprotein 1, the various pathophysiological theories described, and the difficulty in predicting which women will develop ovarian failure due to the lack of a useful predictive marker. Additionally, we evaluated different recommendations for managing these women and when to indicate the implementation of fertility preservation techniques. This option could prevent the psychological impact women of these women's reproductive health impairment.

大多数肿瘤性疾病和接受性腺毒性治疗时,都需要保留生育能力。然而,近年来,因良性疾病和有卵巢早衰风险的病症而进行的保留生育周期的情况有所增加。10%的卵巢早衰病例与遗传疾病有关。我们对与 FMR1 基因或脆性 X 信使核糖核蛋白 1 预突变相关的卵巢早衰、各种病理生理学理论以及由于缺乏有用的预测标志物而难以预测哪些妇女会发生卵巢功能衰竭等问题进行了文献综述。此外,我们还评估了管理这些妇女的不同建议,以及何时建议实施生育力保存技术。这种方法可以避免这些妇女因生殖健康受损而受到心理影响。
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引用次数: 0
Breast cancer with synchronous massive metastasis in uterine myoma: A case report and literature review 乳腺癌与子宫肌瘤同步大面积转移:病例报告和文献综述
IF 0.1 Q4 OBSTETRICS & GYNECOLOGY Pub Date : 2024-07-01 Epub Date: 2024-03-16 DOI: 10.1016/j.gine.2024.100953
S. Eroglu , S. Celik , F. Tatlidil , C. Caliskan , S.M. Aydin

Introduction

Metastasis of breast cancer to the uterus is an exceptionally rare occurrence, typically presenting with vaginal bleeding as the predominant symptom. Here, we present a case of synchronous lobular breast cancer metastasis to a uterine myoma.

Main symptoms and/or clinical findings

A 42-year-old infertile patient was admitted to the gynecology clinic with the complaints of meno/metrorrhagia. Ultrasound revealed a 5 cm intramural myoma on the anterior wall of the uterus, leading to a myomectomy. The patient exhibited no symptoms related to breast cancer.

Main diagnosis

Histomorphological and immunohistochemical findings were indicative of breast-derived lobular carcinoma metastasis into leiomyoma.

Therapeutic interventions and outcomes

Positron emission tomography/computed tomography (PET/CT) scan revealed no pathological involvement beyond the breast and both axillary lymph nodes. The patient was diagnosed with stage IV breast lobular cancer and initiated chemotherapy treatment. Presently, the patient is undergoing regular monitoring at six-month intervals.

Conclusion

Uterine metastasis from extragenital organ cancers is exceedingly rare. In this instance, lobular breast cancer metastasis was confined to the uterine myoma. Clinicians and pathologists should exercise caution regarding gynecological metastases in breast cancer cases.

导言:乳腺癌转移至子宫的情况极为罕见,通常以阴道出血为主要症状。主要症状和/或临床发现一名42岁的不孕症患者因月经过多/月经失调被送入妇科门诊。超声波检查发现子宫前壁有一个5厘米的壁内肌瘤,因此进行了子宫肌瘤切除术。主要诊断组织形态学和免疫组化结果表明,乳腺源性小叶癌转移至子宫肌瘤。治疗干预和结果正电子发射断层扫描/计算机断层扫描(PET/CT)显示,除乳腺和两个腋窝淋巴结外,没有其他病理受累。患者被诊断为乳腺小叶癌 IV 期,并开始接受化疗。目前,患者每六个月接受一次定期监测。在这个病例中,乳腺癌小叶转移仅限于子宫肌瘤。临床医生和病理学家应谨慎对待乳腺癌的妇科转移。
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引用次数: 0
Preservación de la fertilidad en el paciente pediátrico y adolescente con cáncer 保护儿童和青少年癌症患者的生育能力
IF 0.1 Q4 OBSTETRICS & GYNECOLOGY Pub Date : 2024-07-01 Epub Date: 2024-05-18 DOI: 10.1016/j.gine.2024.100966
M. Andrés Moreno , H. Martínez Sánchez , F. Moreno Macián

The significant increase in pediatric and adolescent cancer survivors in the last few decades, has highlighted on options to minimize long-term side effects related to treatment. Fertility preservation alternatives in girls after a cancer diagnosis are moving from being considered experimental to becoming an increasingly widespread healthcare practice. On the other hand, the real possibilities in prepubertal boys still have a longer way to improve. Since these are minor and especially vulnerable patients, multidisciplinary work is essential, with homogeneous criteria in patient selection and application of techniques. The following publication summarizes the state of the art on this subject, emphasizing the differentiating features in relation to the adult population.

在过去的几十年里,儿童和青少年癌症幸存者人数大幅增加,这凸显了如何最大限度地减少与治疗相关的长期副作用。女孩在确诊癌症后的生育力保留方案正从试验性方案逐步成为一种日益普遍的医疗保健做法。另一方面,对于青春期前的男孩来说,真正的可能性还有很长的路要走。由于这些都是未成年且特别脆弱的患者,因此必须开展多学科工作,在患者选择和技术应用方面制定统一标准。以下刊物总结了这方面的最新进展,并强调了与成人相比的不同特点。
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引用次数: 0
Sexual self-concept and intimacy in context of vaginismus: A case–control study 阴道炎背景下的性自我概念和亲密关系:病例对照研究
IF 0.1 Q4 OBSTETRICS & GYNECOLOGY Pub Date : 2024-07-01 Epub Date: 2024-05-15 DOI: 10.1016/j.gine.2024.100965
M. Banaei , F. Alidost , H. Shahrahmani , F. Yazdani , Z. Sepehri , N. Kariman

Background

As sexuality and its related issues are significantly associated with sociocultural settings, addressing the sexual health status of individuals in different societies is of the utmost importance. Women with vaginismus have more stress, anxiety, depression, and they also feel hopeless and have low self-esteem. And this problem can disturb intimacy between couples and women's sexual self-concept. Therefore, the present study was to determine and compare sexual self-concept and intimacy in women presenting with and without vaginismus.

Methods

This case–control study was conducted in 2021–2022 on 240 women with and without vaginismus, referring to selected sexual health clinics based in Iran. The data collection tools recruited were the demographic characteristics’ information, the Multidimensional Sexual Self-Concept Questionnaire, and the Sexual Intimacy Scale. To calculate the odds ratio of the studied variables, the logistic regression analysis using the SPSS Statistics software (ver. 25) was also employed.

Results

The mean age of women with and without vaginismus was 27.85 ± 4.62 and 28.51 ± 4.34, respectively. According to the regression results, the variables of sexual intimacy (odds ratio (OR) = 0.864, P < 0.001), sexual awareness (OR = 6.090, P = 0.003), sexual-anxiety (OR = 1.613, P < 0.001), fear of sex (OR = 1.338, P = 0.021) and sexual problem prevention (OR = 0.765, P = 0.016) were significantly associated with vaginismus.

Conclusions

According to these results, sexual intimacy, sexual awareness, sexual-anxiety, fear of sex and sexual problem prevention were significantly associated with vaginismus. Therefore, it is suggested that for the treatment of women with vaginismus, interventions can be designed to improve sexual intimacy, sexual knowledge and positive sexual self-concept and reduce sexual anxiety.

背景由于性及其相关问题与社会文化背景密切相关,解决不同社会中个人的性健康问题至关重要。患有阴道炎的女性会有更多的压力、焦虑和抑郁,她们也会感到绝望和自卑。这个问题会影响夫妻间的亲密关系和女性的性自我概念。因此,本研究旨在确定并比较患有和未患有阴道炎的女性的性自我概念和亲密关系。方法本病例对照研究于 2021-2022 年进行,研究对象是在伊朗选定的性健康诊所就诊的 240 名患有和未患有阴道炎的女性。数据收集工具包括人口统计学特征信息、多维性自我概念问卷和性亲密感量表。为了计算所研究变量的几率比例,研究人员还使用 SPSS 统计软件(25 版)进行了逻辑回归分析。结果患有和未患有阴道炎的妇女的平均年龄分别为(27.85±4.62)岁和(28.51±4.34)岁。回归结果显示,性亲密程度(几率比(OR)= 0.864,P = 0.001)、性意识(OR = 6.090,P = 0.003)、性焦虑(OR = 1.613,P = 0.001)、性恐惧(OR = 1.338,P = 0.021)和性问题预防(OR = 0.结论根据上述结果,性亲密、性意识、性焦虑、性恐惧和性问题预防与阴道炎显著相关。因此,建议在治疗患有阴道炎的妇女时,可以设计干预措施来改善性亲密关系、性知识和积极的性自我概念,并减少性焦虑。
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引用次数: 0
Non-elective caesarean section risk assessment using Machine Learning techniques 利用机器学习技术进行非选择性剖腹产风险评估
IF 0.1 Q4 OBSTETRICS & GYNECOLOGY Pub Date : 2024-07-01 Epub Date: 2024-02-22 DOI: 10.1016/j.gine.2024.100949
L. López-Mendizábal , C. Varea , A. Berlanga , M.A. Patricio , J.M. Molina , J.L. Bartha

Background

The sustained increase and the disparities in the rate of caesarean deliveries (CS) pose a public health challenge. Optimising the use of CS is of global concern and a challenge for public health. Machine Learning (ML) techniques can assist clinicians in decision-making, improving treatment modalities and patient outcomes.

Methods

Original data correspond to the 41,037 deliveries that took place at La Paz University Maternity Hospital (Madrid, Spain) between 2010 and 2018. Machine Learning (ML) model algorithm Random Forest (RF) was performed to determine the risk of CS. The first analysis was Mean Decrease Accuracy carried out on 50 permutations. The second analysis was ceteris-paribus and partial-dependence profiles.

Results

The RF models obtained identify a higher risk of CS delivery in multiple gestations, macrosomic foetuses and in those with prolonged gestation associated with other maternal–foetal characteristics. Results deny the consideration that older nulliparous mothers represent a specific obstetrtic risk goup.

Conclusions

ML techniques can be very useful in identifying risk factors to be addressed to optimise the number of CS. Macrosomia prevention programmes, reduction in the rate of multiple pregnancies or finishing pregnancy before the onset of risks associated with prolonged pregnancy may be ways to optimise the number of CS.

背景剖腹产率(CS)的持续增长和差异对公共卫生构成了挑战。优化剖腹产的使用是全球关注的问题,也是公共卫生面临的挑战。机器学习(ML)技术可以帮助临床医生做出决策,改善治疗方式和患者预后。方法原始数据对应的是 2010 年至 2018 年期间在拉巴斯大学产科医院(西班牙马德里)进行的 41,037 例分娩。采用机器学习(ML)模型算法随机森林(RF)确定CS风险。第一项分析是对 50 次排列进行的平均下降准确率分析。结果所获得的 RF 模型发现,多胎妊娠、巨大胎儿以及与其他母胎特征相关的妊娠期延长的胎儿发生 CS 分娩的风险较高。结论ML 技术在确定风险因素以优化 CS 数量方面非常有用。预防巨大儿计划、降低多胎妊娠率或在与妊娠时间过长相关的风险出现之前结束妊娠,可能是优化剖宫产次数的方法。
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Clinica e Investigacion en Ginecologia y Obstetricia
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