Skip to main content
Top
Published in: BMC Nephrology 1/2024

Open Access 01-12-2024 | Acute Kidney Injury | Research

Association between serum sodium trajectory and mortality in patients with acute kidney injury: a retrospective cohort study

Authors: Shanhe Huang, Xiaojing Li, Baorong Chen, Yaqi Zhong, Yuewei Li, Tucheng Huang

Published in: BMC Nephrology | Issue 1/2024

Login to get access

Abstract

Introduction

Dysnatremia is strongly associated with poor prognosis in acute kidney injury (AKI); however, the impact of sodium trajectories on the prognosis of patients with AKI has not yet been well elucidated. This study aimed to assess the association between sodium trajectories in patients with AKI and mortality at 30-day and 1-year follow-up.

Methods

This retrospective cohort study used data from Medical Information Mart for Intensive Care (MIMIC)-IV database, and patients diagnosed with AKI within 48 h after admission were enrolled. Group-based trajectory models (GBTM) were applied to map the developmental course of the serum sodium fluctuations. Kaplan–Meier survival curve was used to compare differences in mortality in AKI patients with distinct serum sodium trajectories. Hazard ratios (HRs) were calculated to determine the association between trajectories and prognosis using Cox proportional hazard models.

Results

A total of 9,314 AKI patients were enrolled. Three distinct sodium trajectories were identified including: (i) stable group (ST, in which the serum sodium levels remained relatively stable, n = 4,935; 53.0%), (ii) descending group (DS, in which the serum sodium levels declined, n = 2,994; 32.15%) and (iii) ascending group (AS, in which the serum sodium levels were elevated, n = 1,383; 14.85%). There was no significant difference in age and gender distribution among the groups. The 30-day mortality rates were 7.9% in ST, 9.5% in DS and 16.6% in AS (p < 0.001). The results of 1-year mortality rates were similar (p < 0.001). In adjusted analysis, patients in the DS (HR = 1.22, 95% confidence interval [CI], 1.04–1.43, p = 0.015) and AS (HR = 1.68, 95% CI, 1.42–2.01, p = 0.013) groups had higher risks of 30-day mortality compared to those in the ST group.

Conclusion

In patients with AKI, the serum sodium trajectories were independently associated with 30-day and 1-year mortality. Association between serum sodium level trajectories and prognosis in patients with AKI deserve further study.
Literature
1.
go back to reference Clec’h C, Darmon M, Lautrette A, Chemouni F, Azoulay E, Schwebel C, et al. Efficacy of renal replacement therapy in critically ill patients: a propensity analysis. Crit Care. 2012;16(6):R236.CrossRefPubMedPubMedCentral Clec’h C, Darmon M, Lautrette A, Chemouni F, Azoulay E, Schwebel C, et al. Efficacy of renal replacement therapy in critically ill patients: a propensity analysis. Crit Care. 2012;16(6):R236.CrossRefPubMedPubMedCentral
2.
3.
go back to reference Coca SG, Yusuf B, Shlipak MG, Garg AX, Parikh CR. Long-term risk of mortality and other adverse outcomes after acute kidney injury: a systematic review and meta-analysis. Am J Kidney Dis. 2009;53(6):961–73.CrossRefPubMedPubMedCentral Coca SG, Yusuf B, Shlipak MG, Garg AX, Parikh CR. Long-term risk of mortality and other adverse outcomes after acute kidney injury: a systematic review and meta-analysis. Am J Kidney Dis. 2009;53(6):961–73.CrossRefPubMedPubMedCentral
5.
go back to reference Aronson D, Darawsha W, Promyslovsky M, Kaplan M, Abassi Z, Makhoul BF, et al. Hyponatraemia predicts the acute (type 1) cardio-renal syndrome. Eur J Heart Fail. 2014;16(1):49–55.CrossRefPubMed Aronson D, Darawsha W, Promyslovsky M, Kaplan M, Abassi Z, Makhoul BF, et al. Hyponatraemia predicts the acute (type 1) cardio-renal syndrome. Eur J Heart Fail. 2014;16(1):49–55.CrossRefPubMed
6.
go back to reference Hu J, Wang Y, Geng X, Chen R, Zhang P, Lin J, et al. Dysnatremia is an Independent Indicator of Mortality in Hospitalized Patients. Med Sci Monit. 2017;23:2408–25.CrossRefPubMedPubMedCentral Hu J, Wang Y, Geng X, Chen R, Zhang P, Lin J, et al. Dysnatremia is an Independent Indicator of Mortality in Hospitalized Patients. Med Sci Monit. 2017;23:2408–25.CrossRefPubMedPubMedCentral
7.
go back to reference Girardeau Y, Jannot AS, Chatellier G, Saint-Jean O. Association between borderline dysnatremia and mortality insight into a new data mining approach. BMC Med Inform Decis Mak. 2017;17(1):152.CrossRefPubMedPubMedCentral Girardeau Y, Jannot AS, Chatellier G, Saint-Jean O. Association between borderline dysnatremia and mortality insight into a new data mining approach. BMC Med Inform Decis Mak. 2017;17(1):152.CrossRefPubMedPubMedCentral
8.
go back to reference Funk GC, Lindner G, Druml W, Metnitz B, Schwarz C, Bauer P, et al. Incidence and prognosis of dysnatremias present on ICU admission. Intensive Care Med. 2010;36(2):304–11.CrossRefPubMed Funk GC, Lindner G, Druml W, Metnitz B, Schwarz C, Bauer P, et al. Incidence and prognosis of dysnatremias present on ICU admission. Intensive Care Med. 2010;36(2):304–11.CrossRefPubMed
9.
go back to reference Sakr Y, Rother S, Ferreira AM, Ewald C, Dunisch P, Riedemmann N, et al. Fluctuations in serum sodium level are associated with an increased risk of death in surgical ICU patients. Crit Care Med. 2013;41(1):133–42.CrossRefPubMed Sakr Y, Rother S, Ferreira AM, Ewald C, Dunisch P, Riedemmann N, et al. Fluctuations in serum sodium level are associated with an increased risk of death in surgical ICU patients. Crit Care Med. 2013;41(1):133–42.CrossRefPubMed
10.
go back to reference Marshall DC, Salciccioli JD, Goodson RJ, Pimentel MA, Sun KY, Celi LA, et al. The association between sodium fluctuations and mortality in surgical patients requiring intensive care. J Crit Care. 2017;40:63–8.CrossRefPubMedPubMedCentral Marshall DC, Salciccioli JD, Goodson RJ, Pimentel MA, Sun KY, Celi LA, et al. The association between sodium fluctuations and mortality in surgical patients requiring intensive care. J Crit Care. 2017;40:63–8.CrossRefPubMedPubMedCentral
11.
go back to reference Lombardi G, Ferraro PM, Calvaruso L, Naticchia A, D’Alonzo S, Gambaro G. Sodium Fluctuations and Mortality in a General Hospitalized Population. Kidney Blood Press Res. 2019;44(4):604–14.CrossRefPubMed Lombardi G, Ferraro PM, Calvaruso L, Naticchia A, D’Alonzo S, Gambaro G. Sodium Fluctuations and Mortality in a General Hospitalized Population. Kidney Blood Press Res. 2019;44(4):604–14.CrossRefPubMed
12.
go back to reference Lombardi G, Ferraro PM, Naticchia A, Gambaro G. Serum sodium variability and acute kidney injury: a retrospective observational cohort study on a hospitalized population. Intern Emerg Med. 2021;16(3):617–24.CrossRefPubMed Lombardi G, Ferraro PM, Naticchia A, Gambaro G. Serum sodium variability and acute kidney injury: a retrospective observational cohort study on a hospitalized population. Intern Emerg Med. 2021;16(3):617–24.CrossRefPubMed
13.
go back to reference Chewcharat A, Thongprayoon C, Cheungpasitporn W, Mao MA, Thirunavukkarasu S, Kashani KB. Trajectories of Serum Sodium on In-Hospital and 1-Year Survival among Hospitalized Patients. Clin J Am Soc Nephrol. 2020;15(5):600–7.CrossRefPubMedPubMedCentral Chewcharat A, Thongprayoon C, Cheungpasitporn W, Mao MA, Thirunavukkarasu S, Kashani KB. Trajectories of Serum Sodium on In-Hospital and 1-Year Survival among Hospitalized Patients. Clin J Am Soc Nephrol. 2020;15(5):600–7.CrossRefPubMedPubMedCentral
14.
15.
go back to reference Zhao GJ, Xu C, Ying JC, Lu WB, Hong GL, Li MF, et al. Association between furosemide administration and outcomes in critically ill patients with acute kidney injury. Crit Care. 2020;24(1):75.CrossRefPubMedPubMedCentral Zhao GJ, Xu C, Ying JC, Lu WB, Hong GL, Li MF, et al. Association between furosemide administration and outcomes in critically ill patients with acute kidney injury. Crit Care. 2020;24(1):75.CrossRefPubMedPubMedCentral
16.
go back to reference Darmon M, Diconne E, Souweine B, Ruckly S, Adrie C, Azoulay E, et al. Prognostic consequences of borderline dysnatremia: pay attention to minimal serum sodium change. Crit Care. 2013;17(1):R12.CrossRefPubMedPubMedCentral Darmon M, Diconne E, Souweine B, Ruckly S, Adrie C, Azoulay E, et al. Prognostic consequences of borderline dysnatremia: pay attention to minimal serum sodium change. Crit Care. 2013;17(1):R12.CrossRefPubMedPubMedCentral
17.
go back to reference Thongprayoon C, Cheungpasitporn W, Yap JQ, Qian Q. Increased mortality risk associated with serum sodium variations and borderline hypo- and hypernatremia in hospitalized adults. Nephrol Dial Transplant. 2020;35(10):1746–52.CrossRefPubMed Thongprayoon C, Cheungpasitporn W, Yap JQ, Qian Q. Increased mortality risk associated with serum sodium variations and borderline hypo- and hypernatremia in hospitalized adults. Nephrol Dial Transplant. 2020;35(10):1746–52.CrossRefPubMed
18.
go back to reference Matsue Y, Yoshioka K, Suzuki M, Torii S, Yamaguchi S, Fukamizu S, et al. Prognostic importance of sodium level trajectory in acute heart failure. Heart Vessels. 2017;32(12):1498–505.CrossRefPubMed Matsue Y, Yoshioka K, Suzuki M, Torii S, Yamaguchi S, Fukamizu S, et al. Prognostic importance of sodium level trajectory in acute heart failure. Heart Vessels. 2017;32(12):1498–505.CrossRefPubMed
19.
go back to reference Krishnamurthy S, Mondal N, Narayanan P, Biswal N, Srinivasan S, Soundravally R. Incidence and etiology of acute kidney injury in southern India. Indian J Pediatr. 2013;80(3):183–9.CrossRefPubMed Krishnamurthy S, Mondal N, Narayanan P, Biswal N, Srinivasan S, Soundravally R. Incidence and etiology of acute kidney injury in southern India. Indian J Pediatr. 2013;80(3):183–9.CrossRefPubMed
20.
go back to reference Woitok BK, Funk GC, Walter P, Schwarz C, Ravioli S, Lindner G. Dysnatremias in emergency patients with acute kidney injury: A cross-sectional analysis. Am J Emerg Med. 2020;38(12):2602–6.CrossRefPubMed Woitok BK, Funk GC, Walter P, Schwarz C, Ravioli S, Lindner G. Dysnatremias in emergency patients with acute kidney injury: A cross-sectional analysis. Am J Emerg Med. 2020;38(12):2602–6.CrossRefPubMed
21.
go back to reference Chavez-Iniguez JS, Maggiani-Aguilera P, Rondon-Berrios H, Kashani KB, Perez-Flores C, Michel-Gonzalez J, et al. Serum sodium trajectory during AKI and mortality risk. J Nephrol. 2022;35(2):697–701.CrossRefPubMed Chavez-Iniguez JS, Maggiani-Aguilera P, Rondon-Berrios H, Kashani KB, Perez-Flores C, Michel-Gonzalez J, et al. Serum sodium trajectory during AKI and mortality risk. J Nephrol. 2022;35(2):697–701.CrossRefPubMed
22.
go back to reference Chou YH, Lu FP, Chen JH, Wen CJ, Lin KP, Chou YC, et al. Restoration of dysnatremia and acute kidney injury benefits outcomes of acute geriatric inpatients. Sci Rep. 2021;11(1):20097.CrossRefPubMedPubMedCentral Chou YH, Lu FP, Chen JH, Wen CJ, Lin KP, Chou YC, et al. Restoration of dysnatremia and acute kidney injury benefits outcomes of acute geriatric inpatients. Sci Rep. 2021;11(1):20097.CrossRefPubMedPubMedCentral
23.
go back to reference Han SS, Bae E, Kim DK, Kim YS, Han JS, Joo KW. Dysnatremia, its correction, and mortality in patients undergoing continuous renal replacement therapy: a prospective observational study. BMC Nephrol. 2016;17:2.CrossRefPubMedPubMedCentral Han SS, Bae E, Kim DK, Kim YS, Han JS, Joo KW. Dysnatremia, its correction, and mortality in patients undergoing continuous renal replacement therapy: a prospective observational study. BMC Nephrol. 2016;17:2.CrossRefPubMedPubMedCentral
24.
go back to reference Xia YM, Wang S, Wu WD, Liang JF. Association between serum sodium level trajectories and survival in patients with heart failure. ESC Heart Fail. 2023;10(1):255–63.CrossRefPubMed Xia YM, Wang S, Wu WD, Liang JF. Association between serum sodium level trajectories and survival in patients with heart failure. ESC Heart Fail. 2023;10(1):255–63.CrossRefPubMed
Metadata
Title
Association between serum sodium trajectory and mortality in patients with acute kidney injury: a retrospective cohort study
Authors
Shanhe Huang
Xiaojing Li
Baorong Chen
Yaqi Zhong
Yuewei Li
Tucheng Huang
Publication date
01-12-2024
Publisher
BioMed Central
Published in
BMC Nephrology / Issue 1/2024
Electronic ISSN: 1471-2369
DOI
https://doi.org/10.1186/s12882-024-03586-y

Other articles of this Issue 1/2024

BMC Nephrology 1/2024 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discusses last year's major advances in heart failure and cardiomyopathies.