ArticleESC heart failure2023
Association between serum sodium level trajectories and survival in patients with heart failure.
Article in ESC heart failure, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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Who cites it
17 citing papers in PubMed, 23 citations in OpenAlex.
- Admission Serum Sodium as an Early Integrative Marker of Shock Severity in Acute Myocardial Infarction-Complicated Cardiogenic Shock.Biomedicines · 2026Article
- Early arterial lactate trajectories and mortality risk in critically ill heart failure: a two-cohort trajectory analysis.Scientific reports · 2025Article
- Utilization of lactate trajectory models for predicting acute kidney injury and mortality in patients with hyperlactatemia: insights across three independent cohorts.Renal failure · 2025Article
- Association between serum sodium trajectories and all-cause mortality in critically ill patients with ischemic stroke: a retrospective analysis of the MIMIC-IV database.European journal of medical research · 2025Article
- Evaluating Hyponatremia as a Predictor of Mortality in Heart Failure Patients in a Tertiary Healthcare Setting.Cureus · 2025Article
- Salt and Structure: Linking Hyponatremia to Cardiac Dysfunction in Critical Heart Failure.International journal of heart failure · 2025Article
- Biomarkers in heart failure: Traditional and emerging indicators for prognosis.ESC heart failure · 2025Article
- Congestion, decongestion, renal function and diuretics in (ESC) heart failure.ESC heart failure · 2025Article
- Urine chloride trajectory and relationship with diuretic response in acute heart failure.ESC heart failure · 2025Article
- Current Review of Heart Failure-Related Risk and Prognostic Factors.Biomedicines · 2024Review
- Loop diuretics in heart failure: The objective markers to guide the therapy are needed.ESC heart failure · 2024Article
- Association between serum sodium trajectory and mortality in patients with acute kidney injury: a retrospective cohort study.BMC nephrology · 2024Article
- Observational
- Correlation analysis of AVPR1a and AVPR2 with abnormal water and sodium and potassium metabolism in rats.Open life sciences · 2024Article
- Lactate dehydrogenase to albumin ratio is associated with in-hospital mortality in patients with acute heart failure: Data from the MIMIC-III database.Open medicine (Warsaw, Poland) · 2024Article
- Association between serum sodium level trajectories and survival in patients with heart failure.ESC heart failure · 2023Article
- Association between early lactate trajectories and mortality in critically ill patients with acute kidney injury: A multicenter cohort study.Science progressArticle
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Authors and funding
4 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
aimsThe effect of changes in serum sodium levels on the survival of patients with heart failure (HF) is unclear. We aimed to analyse the impact of serum sodium level trajectories on survival in intensive care unit (ICU) patients with HF.
methodsA total of 4760 patients diagnosed with HF between 2001 and 2012 from the Medical Information Mart for Intensive Care III (MIMIC-III) database were extracted. Of these patients, 1132 patients who died within 48 h of ICU admission were excluded, and 3628 patients were included in this retrospective cohort study. Sodium levels were measured at baseline, 6, 12, 18, 24, 30, 36, 42, and 48 h. Patients were divided into hyponatremia, normal, and hypernatremia groups based on baseline sodium levels, and trajectory modelling was performed for each group separately. Group-based trajectory model (GBTM) method was utilized to identify serum sodium levels trajectories.
resultsThe number of patients with hyponatremia (<135 mmol/L), normal sodium levels (135-145 mmol/L), and hypernatremia (>145 mmol/L) at baseline were 594 (16.37%), 2,738 (75.47%), and 296 (8.16%), respectively. A total of seven trajectory groups were identified, including hyponatremia-slow rise group [initial levels (IL), 128.48 ± 5.42 mmol/L; end levels (EL), 131.23 ± 3.83 mmol/L], hyponatremia-rapid rise to normal group (IL, 132.13 ± 2.18 mmol/L; EL, 137.46 ± 3.68 mmol/L), normal-slow decline group (IL, 137.65 ± 2.15 mmol/L; EL, 134.50 ± 2.54 mmol/L), normal-steady-state group (IL, 139.20 ± 2.26 mmol/L; EL, 139.04 ± 2.58 mmol/L), normal-slow rise group (IL, 140.94 ± 2.37 mmol/L; EL, 143.43 ± 2.89 mmol/L), hypernatremia-rapid decline to normal group (IL, 146.31 ± 1.98 mmol/L; EL, 140.71 ± 3.61 mmol/L), and hypernatremia-slow decline group (IL, 148.89 ± 5.54 mmol/L; EL, 146.28 ± 3.90 mmol/L). The results showed that hyponatremia-slow rise group [hazard ratio (HR) = 1.35; 95% confidence interval (CI), 1.01-1.80, P = 0.040], hyponatremia-rapid rise to normal group (HR = 1.37; 95% CI, 1.11-1.71, P = 0.004), hypernatremia-rapid decline to normal group (HR = 1.46; 95% CI, 1.08-1.97, P = 0.014), and hypernatremia-slow decline group (HR = 1.49; 95% CI, 1.07-2.07, P = 0.018) trajectories were associated with an increased risk of 1-year mortality in HF patients compared with normal-steady-state group. After adjustment for all confounders, hyponatremia-rapid rise to normal group (HR = 1.26, 95% CI; 1.01-1.57, P = 0.038) and hypernatremia-rapid decline to normal group (HR = 1.36; 95% CI, 1.01-1.84, P = 0.047) trajectories were still related to an increased risk of 1-year mortality in patients with HF.
conclusionsSerum sodium level trajectories were associated with mortality in patients with HF. Association between serum sodium level trajectories and prognosis in patients with HF deserve further study.
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