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异位妊娠诊断的预测分析模型

Predictive Analytic Model for Diagnosis of Ectopic Pregnancy.

作者信息

Rueangket Ploywarong, Rittiluechai Kristsanamon

机构信息

Department of Obstetrics and Gynecology, Phramongkutklao Hospital, Bangkok, Thailand.

出版信息

Front Med (Lausanne). 2021 Apr 29;8:646258. doi: 10.3389/fmed.2021.646258. eCollection 2021.

DOI:10.3389/fmed.2021.646258
PMID:33996854
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8116548/
Abstract

Ectopic pregnancy (EP) is a serious condition. Delayed diagnosis could lead to life-threatening outcomes. The study aimed to develop a diagnostic predictive model for EP to approach suspected cases with prompt intervention before the rupture occurred. A retrospective cross-sectional study enrolled 347 pregnant women presenting first-trimester complications (abdominal pain or vaginal bleeding) with diagnosis suspected of pregnancy of unknown location, who were eligible and underwent chart review. The data including clinical risk factors, signs and symptoms, serum human chorionic gonadotropin (hCG), and ultrasound findings were analyzed. The statistical predictive score was developed by performing logistic regression analysis. The testing data of 30 patients were performed to test the validation of predictive scoring. From a total of 22 factors, logistic regression method-derived scoring model was based on five potent factors (history of pelvic inflammatory disease, current use of emergency pills, cervical motion tenderness, serum hCG ≥1,000 mIU/ml, and ultrasound finding of adnexal mass) using a cutoff score ≥3. This predictive index score was able to determine ectopic pregnancy with an accuracy of 77.8% [95% confidence interval (CI) = 73.1-82.1], specificity of 91.0% (95% CI = 62.1-72.0), sensitivity of 67.0% (95% CI = 88.0-94.0), and area under the curve of 0.906 (95% CI = 0.875-0.937). In the validation group, no patient with negative result of this score had an EP. Statistical predictive score was derived with high accuracy and applicable performance for EP diagnosis. This score could be used to support clinical decision making in routine practice for management of EP.

摘要

异位妊娠(EP)是一种严重的病症。诊断延迟可能导致危及生命的后果。本研究旨在开发一种用于EP的诊断预测模型,以便在破裂发生前对疑似病例进行及时干预。一项回顾性横断面研究纳入了347例出现孕早期并发症(腹痛或阴道出血)且诊断为妊娠位置不明的孕妇,这些孕妇符合条件并接受了病历审查。对包括临床危险因素、体征和症状、血清人绒毛膜促性腺激素(hCG)以及超声检查结果在内的数据进行了分析。通过进行逻辑回归分析得出统计预测评分。对30例患者的测试数据进行分析以检验预测评分的有效性。在总共22个因素中,基于逻辑回归方法得出的评分模型是基于五个有效因素(盆腔炎病史、当前使用紧急避孕药、宫颈举痛、血清hCG≥1000 mIU/ml以及附件包块的超声检查结果),截断分数≥3。该预测指数评分能够以77.8%的准确率[95%置信区间(CI)= 73.1 - 82.1]、91.0%的特异性(95% CI = 62.1 - 72.0)、67.0%的敏感性(95% CI = 88.0 - 94.0)以及0.906的曲线下面积(95% CI = 0.875 - 0.937)来确定异位妊娠。在验证组中,该评分结果为阴性的患者均未发生异位妊娠。统计预测评分具有较高的准确性和适用于异位妊娠诊断的性能。该评分可用于支持日常临床实践中异位妊娠管理的临床决策。

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1
Predictive Analytic Model for Diagnosis of Ectopic Pregnancy.异位妊娠诊断的预测分析模型
Front Med (Lausanne). 2021 Apr 29;8:646258. doi: 10.3389/fmed.2021.646258. eCollection 2021.
2
Ectopic pregnancy: prospective study with improved diagnostic accuracy.异位妊娠:提高诊断准确性的前瞻性研究。
Ann Emerg Med. 1996 Jul;28(1):10-7. doi: 10.1016/s0196-0644(96)70131-2.
3
Transvaginal ultrasound in patients with low beta-human chorionic gonadotropin values: how often is the study diagnostic?β-人绒毛膜促性腺激素值较低的患者经阴道超声检查:该检查的诊断频率如何?
Ann Emerg Med. 1997 Aug;30(2):135-40. doi: 10.1016/s0196-0644(97)70131-8.
4
Predictive value of history and physical examination in patients with suspected ectopic pregnancy.病史和体格检查对疑似异位妊娠患者的预测价值。
Ann Emerg Med. 1999 Mar;33(3):283-90. doi: 10.1016/s0196-0644(99)70364-1.
5
Pelvic ultrasound performed by emergency physicians for the detection of ectopic pregnancy in complicated first-trimester pregnancies.由急诊医生进行盆腔超声检查,以检测孕早期复杂妊娠中的异位妊娠。
Ann Emerg Med. 1997 Mar;29(3):338-47. doi: 10.1016/s0196-0644(97)70345-7.
6
Rate of change of serial beta-human chorionic gonadotropin values as a predictor of ectopic pregnancy in patients with indeterminate transvaginal ultrasound findings.连续β-人绒毛膜促性腺激素值的变化率作为经阴道超声检查结果不确定患者异位妊娠的预测指标。
Ann Emerg Med. 1999 Dec;34(6):703-10. doi: 10.1016/s0196-0644(99)70094-6.
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Management of early gestations with low beta-human chorionic gonadotropin conceived by assisted reproductive technologies: performance of M4 predictive model.辅助生殖技术受孕的低β-人绒毛膜促性腺激素早期妊娠的管理:M4 预测模型的表现。
Ultrasound Obstet Gynecol. 2021 Oct;58(4):616-624. doi: 10.1002/uog.23625.
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The predictive value of endometrial stripe thickness in patients with suspected ectopic pregnancy who have an empty uterus at ultrasonography.超声检查显示子宫内空虚的疑似异位妊娠患者中子宫内膜条纹厚度的预测价值。
Acad Emerg Med. 1999 Jun;6(6):602-8. doi: 10.1111/j.1553-2712.1999.tb00413.x.
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Diagnostic accuracy validation study of the M6 model without initial serum progesterone (M6) in triage of pregnancy of unknown location.M6 模型(无初始血清孕激素)对不明部位妊娠分诊的诊断准确性验证研究。
Eur J Obstet Gynecol Reprod Biol. 2024 May;296:360-365. doi: 10.1016/j.ejogrb.2024.03.010. Epub 2024 Mar 8.
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Classification of pregnancies of unknown location according to four different hCG-based protocols.根据四种不同的基于人绒毛膜促性腺激素(hCG)的方案对未知部位妊娠进行分类。
Hum Reprod. 2016 Oct;31(10):2203-11. doi: 10.1093/humrep/dew202. Epub 2016 Aug 31.

引用本文的文献

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Cervical Tenderness (Parametropathy) is a Diagnostic Tool for the Chronic Pelvic Pain Syndrome.宫颈压痛(宫旁组织病)是慢性盆腔疼痛综合征的一种诊断工具。
Pain Ther. 2025 Jul 10. doi: 10.1007/s40122-025-00760-4.
2
Recent advances in the understanding of tubal ectopic pregnancy.输卵管异位妊娠认识的最新进展
Fac Rev. 2023 Nov 1;12:26. doi: 10.12703/r/12-26. eCollection 2023.
3
Predictive analytical model for ectopic pregnancy diagnosis: Statistics vs. machine learning.异位妊娠诊断的预测分析模型:统计学与机器学习
Front Med (Lausanne). 2022 Sep 23;9:976829. doi: 10.3389/fmed.2022.976829. eCollection 2022.

本文引用的文献

1
Levonorgestrel only emergency contraceptive use and risk of ectopic pregnancy in Eldoret Kenya: a case-control study.肯尼亚埃尔多雷特地区左炔诺孕酮单一成分紧急避孕药的使用与异位妊娠风险:一项病例对照研究
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