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  3. 卷 13 编号 1 (2025): Continuous volume
  4. Review Article

卷 13 编号 1 (2025)

六月 2025
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Prognostic Value of Lactate/Albumin Ratio and NEWS-Lactate in Predicting Sepsis-Associated Acute Kidney Injury: A Retrospective Analysis

  • Duong Le Xuan
  • Ghi Nguyen Hai
  • Duc Vu Anh
  • Hoa Do Thanh

学术急诊医学档案, 卷 13 编号 1 (2025), 6 六月 2025 , 第 e61 页
https://doi.org/10.22037/aaemj.v13i1.2723 已出版: 2025-07-01

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摘要

Introduction: Sepsis-associated acute kidney injury (SA-AKI) is a frequent complication in critically ill patients and is associated with increased mortality. This study aimed to evaluate the prognostic value of the lactate/albumin ratio (LAR) and other albumin-based biomarkers in predicting SA-AKI.

Methods: A retrospective observational study was conducted on 564 patients with sepsis, divided into two groups based on the presence (n = 298) or absence (n = 266) of AKI. Clinical characteristics, laboratory parameters, and disease severity scores (SOFA, APACHE II, NEWS, NEWS-Lactate) were compared between groups. The predictive performance of each marker in detecting SA-AKI was assessed using receiver operating characteristic (ROC) curve analysis.

Results: Patients with SA-AKI had significantly higher levels of lactate (p = 0.001), procalcitonin (PCT) (p = 0.001), urea (p = 0.019), creatinine (p = 0.004), and lower albumin (p = 0.001) concentrations upon admission. The LAR demonstrated the highest discriminative performance among all tested markers, with an area under the curve (AUC) of 0.800 (95% confidence interval (CI): 0.765–0.835), sensitivity of 70.5% (95% CI: 64.9 – 75.6), and specificity of 70.3% (95% CI: 64.4 – 75.7) at a cut-off value of 0.101. NEWS-Lactate also showed good prognostic ability (AUC = 0.772, 95% CI: 0.734–0.809), sensitivity of 71.1% (95% CI: 65.6 – 76.2), and specificity of 63.2% (95% CI: 57.1 – 69.0) at a cut-off value of 7.11. Other indices, including serum creatinine/albumin ratio (sCAR), blood urea nitrogen/albumin ratio (BAR), and procalcitonin/albumin ratio (PAR), and procalcitonin (PCT) × lactate, yielded moderate AUCs. While NEWS alone showed limited predictive value (AUC = 0.508), both SOFA and APACHE II scores were significantly higher in the SA-AKI group.

Conclusion: It seems that, the LAR and NEWS-Lactate are promising biomarkers for early detection of SA-AKI and may outperform conventional severity scores and standalone laboratory parameters.

关键词:
  • Acute kidney injury
  • Prognosis
  • Biomarkers
  • Serum albumin
  • Sepsis
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Xuan DL, Hai GN, Anh DV, Thanh HD. Prognostic Value of Lactate/Albumin Ratio and NEWS-Lactate in Predicting Sepsis-Associated Acute Kidney Injury: A Retrospective Analysis. Arch Acad Emerg Med [网际网络]. 2025年7月1日 [见引于 2026年7月8日];13(1):e61. 载于: https://journals.sbmu.ac.ir/aaem/index.php/AAEM/article/view/2723
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参考

Liu J, Xie H, Ye Z, Li F, Wang L. Rates, predictors, and mortality of sepsis-associated acute kidney injury: a systematic review and meta-analysis. BMC Nephrology. 2020;21(1):318.

Kounatidis D, Tzivaki I, Daskalopoulou S, Daskou A, Adamou A, Rigatou A, et al. Sepsis-Associated Acute Kidney Injury: What’s New Regarding Its Diagnostics and Therapeutics? Diagnostics (Basel). 2024;14(24):2845.

Qiao J, Cui L. Multi-Omics Techniques Make it Possible to Analyze Sepsis-Associated Acute Kidney Injury Comprehensively. Front Immunol. 2022;13:905601.

Manrique-Caballero CL, Del Rio-Pertuz G, Gomez H. Sepsis-Associated Acute Kidney Injury. Crit Care Clin. 2021;37(2):279-301.

Rahmatinejad Z, Hoseini B, Rahmatinejad F, Abu-Hanna A, Bergquist R, Pourmand A, et al. Internal Validation of the Predictive Performance of Models Based on Three ED and ICU Scoring Systems to Predict Inhospital Mortality for Intensive Care Patients Referred from the Emergency Department. Biomed Res Int. 2022;2022:3964063.

Luo X, Liu D, Li C, Liao J, Lv W, Wang Y, et al. The predictive value of the serum creatinine-to-albumin ratio (sCAR) and lactate dehydrogenase-to-albumin ratio (LAR) in sepsis-related persistent severe acute kidney injury. Eur J Med Res. 2025;30(1):25.

Ali MA, Raza MT, Majeed S, Tahir U, Ahmad W, Tahir MB, et al. Correlation of Serum Albumin Levels With the Severity of Sepsis Among Intensive Care Unit Patients. Cureus. 2024;16(10):e71411.

Mahashabde ML, Bhimani YR, Bhavsar HM. The Correlation Between the Lactate/Albumin Ratio and Sequential Organ Failure Assessment (SOFA) Score in Patients With Sepsis and Septic Shock. Cureus. 2024;16(7):e65616.

Şahin A, Bayrakçı S, Aslan S. An analysis of lactate/albumin, procalcitonin/albumin, and blood urea nitrogen/albumin ratios as a predictor of mortality in uroseptic patients. Rev Assoc Med Bras (1992). 2023;69(11):e20230422.

Li H, Ren Q, Shi M, Ma L, Fu P. Lactate metabolism and acute kidney injury. Chin Med J (Engl). 2025;138(8):916-24.

Yu Y-T, Liu J, Hu B, Wang R-L, Yang X-H, Shang X-L, et al. Expert consensus on the use of human serum albumin in critically ill patients. Chin Med J (Engl). 2021;134(14):1639-54.

Thongprayoon C, Cheungpasitporn W, Mao MA, Sakhuja A, Kashani K. U-shape association of serum albumin level and acute kidney injury risk in hospitalized patients. PLoS One. 2018;13(6):e0199153.

Singer M, Deutschman CS, Seymour CW, Shankar-Hari M, Annane D, Bauer M, et al. The Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3). Jama. 2016;315(8):801-10.

Zarbock A, Nadim MK, Pickkers P, Gomez H, Bell S, Joannidis M, et al. Sepsis-associated acute kidney injury: consensus report of the 28th Acute Disease Quality Initiative workgroup. Nat Rev Nephrol. 2023;19(6):401-17.

Khwaja A. KDIGO clinical practice guidelines for acute kidney injury. Nephron Clin Pract. 2012;120(4):c179-84.

Chang Y-M, Chou Y-T, Kan W-C, Shiao C-C. Sepsis and Acute Kidney Injury: A Review Focusing on the Bidirectional Interplay. Int J Mol Sci. 2022;23(16):9159.

Iain Keir, John A Kellum. Acute kidney injury in severe sepsis: pathophysiology, diagnosis, and treatment recommendations. J Vet Emerg Crit Care (San Antonio). 2015;25(2):200-9.

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Park SW, Yeo NY, Kang S, Ha T, Kim TH, Lee D, et al. Early Prediction of Mortality for Septic Patients Visiting Emergency Room Based on Explainable Machine Learning: A Real-World Multicenter Study. J Korean Med Sci. 2024;39(5):e53.

Hwang TS, Park HW, Park HY, Park YS. Prognostic Value of Severity Score Change for Septic Shock in the Emergency Room. Diagnostics (Basel). 2020;10(10):743.

Wang H, Kang X, Shi Y, Bai ZH, Lv JH, Sun JL, et al. SOFA score is superior to APACHE-II score in predicting the prognosis of critically ill patients with acute kidney injury undergoing continuous renal replacement therapy. Ren Fail. 2020;42(1):638-45.

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