External validation of risk prediction model M4 in an Australian population: Rationalising the management of pregnancies of unknown location

Aust N Z J Obstet Gynaecol. 2020 Dec;60(6):928-934. doi: 10.1111/ajo.13201. Epub 2020 Jun 15.

Abstract

Background: The prediction model M4 can successfully classify pregnancy of unknown location (PUL) into a low- or high-risk group in developing ectopic pregnancy. M4 was validated in UK centres but in very few other countries outside UK.

Aim: To validate the M4 model's ability to correctly classify PULs in a cohort of Australian women.

Materials and methods: A retrospective analysis of women classified with PUL, attending a Sydney-based teaching hospital between 2006 and 2018. The reference standard was the final characterisation of PUL: failed PUL (FPUL) or intrauterine pregnancy (IUP; low risk) vs ectopic pregnancy (EP) or persistent PUL (PPUL; high risk). Each patient was entered into the M4 model calculator and an estimated risk of FPUL/IUP or EP/PPUL was recorded. Diagnostic accuracy of the M4 model was evaluated.

Results: Of 9077 consecutive women who underwent transvaginal sonography, 713 (7.9%) classified with a PUL. Six hundred and seventy-seven (95.0%) had complete study data and were included. Final outcomes were: 422 (62.3%) FPULs, 150 (22.2%) IUPs, 105 (15.5%) EPs and PPULs. The M4 model classified 455 (67.2%) as low-risk PULs of which 434 (95.4%) were FPULs/IUPs and 21 (4.6%) were EPs or PPULs. EPs/PPULs were correctly classified with sensitivity of 80.0% (95% CI 71.1-86.5%), specificity of 75.9% (95% CI 72.2-79.3%), positive predictive value of 37.8% (95% CI 33.8-42.1%) and negative predictive value of 95.3% (95% CI 93.1-96.9%).

Conclusions: We have externally validated the prediction model M4. It classified 67.2% of PULs as low risk, of which 95.4% were later characterised as FPULs or IUPs while still classifying 80.0% of EPs as high risk.

Keywords: ectopic pregnancy; miscarriage; prediction model; pregnancy of unknown location; resource allocation; ultrasonography.

MeSH terms

  • Adult
  • Australia
  • Chorionic Gonadotropin / blood*
  • Female
  • Humans
  • Models, Theoretical*
  • Predictive Value of Tests
  • Pregnancy
  • Pregnancy Outcome
  • Pregnancy Tests / methods
  • Pregnancy Tests / standards*
  • Pregnancy, Ectopic / blood
  • Pregnancy, Ectopic / diagnosis*
  • ROC Curve
  • Reproducibility of Results
  • Retrospective Studies
  • Sensitivity and Specificity
  • Triage / methods
  • Triage / standards*

Substances

  • Chorionic Gonadotropin