Assisted Reproduction Unit, Fundación Jiménez Díaz, Madrid, Spain.
Department of Obstetrics and Gynaecology, Fundación Jiménez Díaz, Madrid, Spain.
Ultrasound Obstet Gynecol. 2021 Oct;58(4):616-624. doi: 10.1002/uog.23625.
To assess the safety and performance of the M4 model for classifying as high risk or low risk for ectopic pregnancy (EP) pregnancies conceived by assisted reproductive technologies (ART) that present with low beta-human chorionic gonadotropin (β-hCG) concentration in early gestation.
This was a prospective cohort study of 243 pregnancies conceived by ART with low β-hCG levels (5-50 IU/L) at 4 + 0 to 4 + 2 weeks' gestation. After subsequent β-hCG testing at 48 h, pregnancies were classified according to the M4 model into the following categories: (i) high risk, probable EP/persistent pregnancy of unknown location (PPUL), when the risk for EP was ≥ 5%; (ii) low risk, probable intrauterine pregnancy (IUP), when the risk of EP was < 5% and the likelihood of IUP was greater than that of a failed pregnancy of unknown location (FPUL); and (iii) low risk, probable FPUL, when the risk of EP was < 5% and the likelihood of a FPUL was greater than that of an IUP. The predictive performance of the M4 model for EP and its ability to discriminate between high- and low-risk pregnancies was assessed using the final pregnancy outcome at 11 to 13 weeks of gestation as reference, which was classified as EP/PPUL, FPUL or IUP.
The sensitivity and specificity of the M4 model in detecting a high-risk pregnancy (EP/PPUL) were 60.0% (95% CI, 43.6-74.4%) and 79.8% (95% CI, 73.8-84.7%), respectively. The area under the receiver-operating-characteristics curve of the M4 model for discriminating between high-risk and low-risk (FPUL/IUI) pregnancies was 0.72 (95% CI, 0.62-0.81). The model had a positive likelihood ratio of 2.97 (95% CI, 2.03-4.36) and a negative likelihood ratio of 0.50 (95% CI, 0.33-0.76). The kappa index was 0.30 (95% CI, 0.16-0.43), indicating a low degree of agreement between the model classification and the final diagnosis. No serious adverse events related directly to the application of the M4 model were observed, although 14 pregnancies classified ultimately as high risk had been categorized initially as low risk by the M4 model. Of these, seven resolved with expectant management, five with methotrexate (MTX) and two required laparoscopic surgery (one after failure of medical treatment with MTX and one after deviation from the follow-up protocol). There were no cases of EP/PPUL with additional complications or need for blood or other blood product transfusion. Of the 243 ART pregnancies with low β-hCG concentration in early gestation, only 47 (19.3%) had an IUP, half (24/47) of which had an early miscarriage, resulting in only 9.5% (23/243) cases having an ongoing pregnancy.
Application of the M4 model in pregnancies conceived by ART with low β-hCG concentration in early gestation showed limited capacity in classifying them as being at low or high risk for EP, therefore, its use in pregnancies of this type is not recommended. No serious adverse events or complications related to the use of the model were observed. These pregnancies have a low probability of ending in an IUP as well as a high rate of early miscarriage. © 2021 International Society of Ultrasound in Obstetrics and Gynecology.
评估 M4 模型在辅助生殖技术(ART)妊娠中分类高危或低危异位妊娠(EP)的安全性和性能,这些妊娠在早期妊娠β-人绒毛膜促性腺激素(β-hCG)浓度低(5-50IU/L)时表现出低β-hCG浓度。
这是一项前瞻性队列研究,纳入了 243 例在 4+0 至 4+2 孕周时β-hCG 水平低(5-50IU/L)的 ART 妊娠。在随后的 48 小时β-hCG 检测后,根据 M4 模型将妊娠分为以下几类:(i)高危,可能的 EP/妊娠部位不明持续性妊娠(PPUL),EP 风险≥5%;(ii)低危,可能的宫内妊娠(IUP),EP 风险<5%,IUP 的可能性大于妊娠部位不明的流产(FPUL);(iii)低危,可能的 FPUL,EP 风险<5%,FPUL 的可能性大于 IUP。以 11 至 13 周妊娠的最终妊娠结局为参考,评估 M4 模型对 EP 的预测性能及其区分高低危妊娠的能力,该妊娠结局分为 EP/PPUL、FPUL 或 IUP。
M4 模型检测高危妊娠(EP/PPUL)的敏感性和特异性分别为 60.0%(95%CI,43.6-74.4%)和 79.8%(95%CI,73.8-84.7%)。M4 模型区分高危和低危(FPUL/IUI)妊娠的受试者工作特征曲线下面积为 0.72(95%CI,0.62-0.81)。模型的阳性似然比为 2.97(95%CI,2.03-4.36),阴性似然比为 0.50(95%CI,0.33-0.76)。kappa 指数为 0.30(95%CI,0.16-0.43),表明模型分类与最终诊断之间存在低度一致性。尽管 14 例最终被归类为高危的妊娠最初被 M4 模型归类为低危,但没有观察到与 M4 模型直接应用相关的严重不良事件。其中,7 例经期待治疗后缓解,5 例接受甲氨蝶呤(MTX)治疗,2 例需要腹腔镜手术(1 例在 MTX 药物治疗失败后,1 例在未遵守随访方案后)。没有 EP/PPUL 出现额外并发症或需要输血或其他血液制品。在 243 例早期妊娠β-hCG 浓度低的 ART 妊娠中,只有 47 例(19.3%)为 IUP,其中一半(24/47)发生早期流产,因此仅有 9.5%(23/243)的病例为持续妊娠。
M4 模型在早期妊娠β-hCG 浓度低的 ART 妊娠中的应用在分类高危或低危 EP 方面能力有限,因此不推荐在这类妊娠中使用。未观察到与模型使用相关的严重不良事件或并发症。这些妊娠的 IUP 可能性较低,早期流产率较高。