Admission Lactate-to-Albumin Ratio as a Predictor of Severe Maternal Outcomes in Postpartum Haemorrhage

Authors

  • Binyamin Butt Maternal Fetal Medicine, Lady Willingdon Hospital, KEMU Lahore.
  • Iram Yousaf Senior Registrar Unit 2, Lady Willingdon Hospital, KEMU Lahore.
  • Maliha Amjad Gynaecologist, Iqra Medical Complex, Lahore.
  • Faiza Iqbal Senior Registrar, Shalamar Hospital, Lahore.
  • Rubab Akram WMO Senior Registrar, Department of Gynaecology and Obstetrics, Lady Willingdon Hospital
  • Tehreem Hayat Department of Gynaecology and Obstetrics, DHA Certified Medical Practitioner, Jumeirah Lake Towers Indigo Icon Tower, Dubai United Arab Emirates.

DOI:

https://doi.org/10.53350/pjmhs02026208.6

Keywords:

Postpartum haemorrhage; lactate-to-albumin ratio; maternal outcomes; haemorrhagic shock; massive transfusion; risk prediction

Abstract

Background: Postpartum haemorrhage is an obstetric emergency which may quickly escalate to shock, coagulopathy, organ failure and death. Conventional vital signs and haemoglobin may underestimate the severity of blood-loss early on, and the identification of women at risk is difficult.

Objectives: To assess the predictive value of admission lactate/albumin ratio (LAR) in women with postpartum haemorrhage (PPH) on severe maternal outcomes.

Methods: This prospective observational cohort study involved 70 women at Lady Willingdon Hospital, who had primary postpartum haemorrhage from April 2025 to January 2026. Venous lactate and serum albumin were obtained within 30 minutes of recognition of haemorrhage and lactate to albumin ratio (L:ALB) was calculated. Severe maternal outcome defined as either maternal death, peripartum hysterectomy, transfusion of ≥5 PRBC units, vasopressor support, disseminated intravascular coagulation, invasive mechanical ventilation, cardiac arrest or renal replacement therapy. ROC and logistic regression analyses were used.

Results: There were 18 women (25.7%) with severe maternal outcomes. The median lactate-to-albumin ratio was significantly higher in women with severe outcome than in women without severe outcome (1.72 versus 0.66; p<0.001). The ratio demonstrated good discriminatory ability with an area under the curve of 0.88. With a threshold value of 0.95, 83.3% sensitivity, 78.8% specificity, 57.7% PPV and 93.2% NPV were obtained. The ratio, after taking into account estimated blood loss, was independently associated with severe maternal outcomes at a ratio of 0.95 or less (adjusted odds ratio 6.74; 95% confidence interval 1.72 – 26.46, p=0.006).

Conclusions: Admission lactate/albumin ratio could be a tool to identify women at risk of complications after PPH.

References

Yunas I, Islam MA, Sindhu KN, Devall AJ, Podesek M, et al. Causes of and risk factors for postpartum haemorrhage: a systematic review and meta-analysis. Lancet. 2025;405(10488):1468-1480. doi:10.1016/S0140-6736(25)00448-9.

Vogel JP, Nguyen PY, Ramson J, De Silva MS, Pham MD, Sultana S, et al. Effectiveness of care bundles for prevention and treatment of postpartum hemorrhage: a systematic review. Am J Obstet Gynecol. 2024;231(1):67-91. doi:10.1016/j.ajog.2024.01.012.

Anti-fibrinolytics Trialists Collaborators Obstetric Group. Tranexamic acid for postpartum bleeding: a systematic review and individual patient data meta-analysis of randomised controlled trials. Lancet. 2024;404(10463):1657-1667. doi:10.1016/S0140-6736(24)02102-0.

Gallos I, Devall A, Martin J, Middleton L, Beeson L, Galadanci H, et al. Randomized trial of early detection and treatment of postpartum hemorrhage. N Engl J Med. 2023;389(1):11-21. doi:10.1056/NEJMoa2303966.

Williams EV, Goranitis I, Oppong R, et al. A cost-effectiveness analysis of early detection and bundled treatment of postpartum hemorrhage alongside the E-MOTIVE trial. Nat Med. 2024;30(8):2343-2348. doi:10.1038/s41591-024-03069-5.

Hofer S, Blaha J, Collins PW, Ducloy-Bouthors AS, Guasch E, Labate F, et al. Haemostatic support in postpartum haemorrhage: a review of the literature and expert opinion. Eur J Anaesthesiol. 2023;40(1):29-38. doi:10.1097/EJA.0000000000001744.

Escobar MF, Nassar AH, Theron G, Barnea ER, Nicholson W, Ramasauskaite D, et al. FIGO recommendations on the management of postpartum hemorrhage 2022. Int J Gynaecol Obstet. 2022;157 Suppl 1:3-50. doi:10.1002/ijgo.14116.

Aimagambetova G, Bapayeva G, Sakhipova G, Terzic M. Management of postpartum hemorrhage in low- and middle-income countries: emergency need for updated approach due to specific circumstances, resources, and availabilities. J Clin Med. 2024;13(23):7387. doi:10.3390/jcm13237387.

Basil-Kway V, Castillo-Reyther RA, Domínguez-Salgado LA, Espinosa-Tanguma R, Gordillo-Moscoso AA. Early prognostic capacity of serum lactate for severe postpartum hemorrhage. Int J Gynaecol Obstet. 2021;153(3):483-488. doi:10.1002/ijgo.13446.

Okada A, Okada Y, Inoue M, Narumiya H, Nakamoto O. Lactate and fibrinogen as good predictors of massive transfusion in postpartum hemorrhage. Acute Med Surg. 2020;7(1):e453. doi:10.1002/ams2.453.

Kong T, Lee HS, Jeon SY, You JS, Lee JW, Chung HS, et al. Delta neutrophil index and shock index can stratify risk for the requirement for massive transfusion in patients with primary postpartum hemorrhage in the emergency department. PLoS One. 2021;16(10):e0258619. doi:10.1371/journal.pone.0258619.

Sohn CH, Kim YJ, Seo DW, Won HS, Shim JY, Lim KS, et al. Blood lactate concentration and shock index associated with massive transfusion in emergency department patients with primary postpartum haemorrhage. Br J Anaesth. 2018;121(2):378-383. doi:10.1016/j.bja.2018.04.039.

Yoon SH, Choi B, Eun S, Bae GE, Koo CM, Kim MK. Using the lactate-to-albumin ratio to predict mortality in patients with sepsis or septic shock: a systematic review and meta-analysis. Eur Rev Med Pharmacol Sci. 2022;26(5):1743-1752. doi:10.26355/eurrev_202203_28244.

Suzuki Y, Aoki Y, Shimizu M, Nakajima M, Imai R, Okada Y, et al. Predictive accuracy of lactate albumin ratio for mortality in intensive care units: a nationwide cohort study. BMJ Open. 2024;14(12):e088926. doi:10.1136/bmjopen-2024-088926.

Shi X, Zhong L, Lu J, Hu B, Shen Q, Gao P. Clinical significance of the lactate-to-albumin ratio on prognosis in critically ill patients with acute kidney injury. Ren Fail. 2024;46(1):2350238. doi:10.1080/0886022X.2024.2350238.

Ray CC, Pollack MM, Gai J, Patel AK. The association of the lactate-albumin ratio with mortality and multiple organ dysfunction in PICU patients. Pediatr Crit Care Med. 2023;24(9):760-766. doi:10.1097/PCC.0000000000003272.

Yi X, Jin D, Huang S, Xie Z, Zheng M, Zhou F, et al. Association between lactate-to-albumin ratio and 28-days all-cause mortality in patients with sepsis-associated liver injury: a retrospective cohort study. BMC Infect Dis. 2024;24(1):65. doi:10.1186/s12879-024-08978-x.

Liu Q, Zheng HL, Wu MM, Wang QZ, Yan SJ, Wang M, et al. Association between lactate-to-albumin ratio and 28-days all-cause mortality in patients with acute pancreatitis: a retrospective analysis of the MIMIC-IV database. Front Immunol. 2022;13:1076121. doi:10.3389/fimmu.2022.1076121.

Zhu X, Xue J, Liu Z, Dai W, Xu H, Zhou Q, et al. The lactate/albumin ratio predicts mortality in critically ill patients with acute kidney injury: an observational multicenter study on the eICU database. Int J Gen Med. 2021;14:10511-10525. doi:10.2147/IJGM.S339767.

Rabinowitz JD, Enerbäck S. Lactate: the ugly duckling of energy metabolism. Nat Metab. 2020;2(7):566-571. doi:10.1038/s42255-020-0243-4.

Downloads

Crossmark - Check for Updates

How to Cite

Butt, B. ., Yousaf, I. ., Amjad, M. ., Iqbal, F. ., Akram, R. ., & Hayat, T. . (2026). Admission Lactate-to-Albumin Ratio as a Predictor of Severe Maternal Outcomes in Postpartum Haemorrhage. Pakistan Journal of Medical & Health Sciences, 20(08 Aug), 38–45. https://doi.org/10.53350/pjmhs02026208.6