Association between lactate/albumin ratio and prognosis in critically ill patients with acute kidney injury undergoing continuous renal replacement therapy

Ren Fail. 2024 Dec;46(2):2374451. doi: 10.1080/0886022X.2024.2374451. Epub 2024 Jul 5.

Abstract

Background: The primary objective was to examine the association between the lactate/albumin ratio (LAR) and the prognosis of patients with acute kidney injury (AKI) undergoing continuous renal replacement therapy (CRRT).

Methods: Utilizing the Medical Information Mart for Intensive Care IV (MIMIC-IV, v2.0) database, we categorized 703 adult AKI patients undergoing CRRT into survival and non-survival groups based on 28-day mortality. Patients were further grouped by LAR tertiles: low (< 0.692), moderate (0.692-1.641), and high (> 1.641). Restricted cubic splines (RCS), Least Absolute Shrinkage and Selection Operator (LASSO) regression, inverse probability treatment weighting (IPTW), and Kaplan-Meier curves were employed.

Results: In our study, the patients had a mortality rate of 50.07% within 28 days and 62.87% within 360 days. RCS analysis revealed a non-linear correlation between LAR and the risk of mortality at both 28 and 360 days. Cox regression analysis, which was adjusted for nine variables identified by LASSO, confirmed that a high LAR (>1.641) served as an independent predictor of mortality at these specific time points (p < 0.05) in AKI patients who were receiving CRRT. These findings remained consistent even after IPTW adjustment, thereby ensuring a reliable and robust outcome. Kaplan-Meier survival curves exhibited a gradual decline in cumulative survival rates at both 28 and 360 days as the LAR values increased (log-rank test, χ2 = 48.630, p < 0.001; χ2 = 33.530, p < 0.001).

Conclusion: A high LAR (>1.641) was found to be an autonomous predictor of mortality at both 28 and 360 days in critically ill patients with AKI undergoing CRRT.

Keywords: Lactate/albumin ratio; MIMIC-IV database; acute kidney injury; continuous renal replacement therapy; prognosis.

MeSH terms

  • Acute Kidney Injury* / blood
  • Acute Kidney Injury* / mortality
  • Acute Kidney Injury* / therapy
  • Aged
  • Continuous Renal Replacement Therapy*
  • Critical Illness* / mortality
  • Female
  • Humans
  • Intensive Care Units / statistics & numerical data
  • Kaplan-Meier Estimate
  • Lactic Acid* / blood
  • Male
  • Middle Aged
  • Prognosis
  • Proportional Hazards Models
  • Retrospective Studies
  • Serum Albumin / analysis
  • Serum Albumin / metabolism

Substances

  • Lactic Acid
  • Serum Albumin

Grants and funding

The author(s) reported there is no funding associated with the work featured in this article.