Nomogram for Predicting Methotrexate Failure in Tubal Ectopic Pregnancy: Time for Prospective Validation
DOI:
https://doi.org/10.68314/f92f1e88Keywords:
Methotrexate, Tubal Ectopic Pregnancy, Treatment Failure, Nomogram, Predictive Model, β-hCGAbstract
Methotrexate remains a standard nonsurgical option for stable, unruptured tubal ectopic pregnancy, but a meaningful proportion of patients fail medical therapy and require rescue intervention. Predicting who will fail treatment based on a single variable, such as β-hCG alone, has proven unreliable, prompting interest in multivariable nomograms that combine β-hCG levels and trends, ultrasound findings, gravidity, and prior ectopic history into a single bedside risk score. Such tools could theoretically allow earlier triage toward surgery for high-risk patients while supporting medical management for patients with a high likelihood of treatment success, which has been reported to exceed 85%. However, current nomograms for MTX failure are based largely on retrospective data, with inconsistent treatment protocols, variable definitions of failure, and limited sample sizes that may affect statistical power and generalizability. Prospective, multicenter validation across diverse populations, including those conceived through assisted reproductive techniques, is needed before these models can be broadly incorporated into clinical decision-making.
References
1. Solangon SA, Van Wely M, Van Mello N, Mol BW, Ross JA, Jurkovic D. Methotrexate vs expectant management for treatment of tubal ectopic pregnancy: An individual participant data meta-analysis. Acta Obstet Gynecol Scand. 2023 Sep;102(9):1159–1175. doi: 10.1111/aogs.14617. Epub 2023 Jun 22. PMID: 37345445; PMCID: PMC10407021.
2. Tang L, Nie S, Ling L, Zhu Q. Predictors of treatment failure of tubal pregnancy with single-dose methotrexate regimen: a systematic review and meta-analysis. J Obstet Gynaecol. 2025;45(1):2447997. doi: 10.1080/01443615.2024.2447997. Epub 2025 Jan 7. PMID: 39773144.
3. Fu L, Liu X, Tian Z, Du Z, Wang X, Wang X, Li X, Xu T, Sun Z. Risk factors for methotrexate treatment failure in tubal ectopic pregnancy: a retrospective cohort study. BMC Pregnancy Childbirth. 2024;24(1):884. doi: 10.1186/s12884-024-07122-6. PMID: 39736575; PMCID: PMC11686986.
4. Zeevi G, Bercovich O, Haring Y, Nahum S, Romano A, Houri O, Yeoshoua E, Eitan R, Peled Y, Krissi H. Nomogram to predict methotrexate treatment success in ectopic pregnancy. Int J Gynaecol Obstet. 2025;168(2):620–627. doi: 10.1002/ijgo.15927. Epub 2024 Sep 26. PMID: 39324483.
5. Chen S, Zhu F, Zhang Y, Li J, Gao J, Deng G. A model to predict treatment failure of single-dose methotrexate in patients with tubal pregnancy. Med Sci Monit. 2020;26:e920079. doi: 10.12659/MSM.920079. PMID: 32383438; PMCID: PMC7236588.
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Aishwarya Emima Raj Stephen Raj (Author)

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.