Non-linear relationship between serum phosphate and 30-day mortality in critically ill patients with cardiogenic shock: a cohort study from MIMIC-IV
Qi, S.; Huang, Y.; Qi, S.; Zhai, G.
Show abstract
ObjectiveCardiogenic shock (CS) carries high mortality despite management advances. Elevated phosphate links to poor outcomes in critical illness, but its role in CS remains unclear. This study explored the association between serum phosphate and 30-day mortality in CS patients. MethodsA retrospective cohort study using the MIMIC-IV database stratified 2308 CS patients by serum phosphate tertiles (T1: <3.9 mg/dL, T2: 3.9-5.3 mg/dL, T3: [≥]5.3 mg/dL) measured [≤]24h post-ICU admission. Cox regression analyzed associations between phosphate levels and 30-day (primary outcome) and in-hospital mortality (secondary outcome). Kaplan-Meier curves and restricted cubic spline analysis were conducted to evaluate survival disparities and non-linear relationships. ResultsThe 30-day and in-hospital mortality rates were 39.3% and 35.8%, respectively. Phosphate elevation independently correlated with heightened mortality after multivariable adjustment (adjusted hazard ratios [HR] 1.08, 95% CI 1.03-1.13, p = 0.001 for both 30-day and in-hospital mortality). Mortality risk escalated across phosphate tertiles (T2 vs. T1: HR 1.43, 95% CI 1.16-1.75, p = 0.001; T3 vs. T1: HR 1.70, 95% CI 1.34-2.16, p < 0.001). A non-linear inflection point occurred at 5.52 mg/dL: each 1 mg/dL increase below this threshold raised 30-day mortality risk by 17% (adjusted HR 1.17, 95% CI 1.04-1.32, p = 0.0087), with risk plateauing above it. Kaplan-Meier curves confirmed significant survival differences (p < 0.001). ConclusionElevated serum phosphate levels are independently associated with increased both 30-day and in-hospital mortality in CS patients, with a nonlinear inflection point at 5.5 mg/dL. Serum phosphate may serve as a potential biomarker for risk assessment and therapeutic guidance in CS. Prospective validation is warranted.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Evaluating the kidney disease progression using a comprehensive patient profiling algorithm: A hybrid clustering approach 94%
- Assessment of oxidative stress markers in elderly patients with SARS-CoV-2 infection and potential prognostic implications. An observational study 93%
- Kynurenic acid, a key L-tryptophan-derived metabolite, protects the heart from an ischemic damage 93%
Similar papers in this journal
- Low vitamin K status predicts mortality in a cohort of 138 hospitalized patients with COVID-19 92%
- Effect of magnesium supplementation on circulating biomarkers of cardiovascular disease 92%
- Serum Magnesium, Prescribed Magnesium Replacement and Cardiovascular Events in Adults with Type 2 Diabetes: A National Cohort Study in U.S. Veterans 91%
Similar papers in this journal
- Peripheral Transcriptomics in Acute and Long-Term Kidney Dysfunction in SARS-CoV2 Infection 93%
- Packed Red Blood Cell and Whole Blood Perfusates during an Ex-vivo Normothermic Perfusion for Assessment of High-Risk Donor Kidneys 92%
- A murine model of cardiovascular-kidney-metabolic syndrome demonstrates compromised limb function in the ischemic hind limb 91%
Similar papers in this journal
- TMAO, a seafood-derived molecule, produces diuresis and reduces mortality in heart failure rats 93%
- Derivation and Internal Validation of Prediction Models for Pulmonary Hypertension Risk Assessment in a Cohort Inhabiting Tibet, China 91%
- Transplantation of exogenous mitochondria mitigates myocardial dysfunction after cardiac arrest 90%
Similar papers in this journal
- Arterial Oxygen and Carbon Dioxide Tension and Acute Brain Injury in Extracorporeal Cardiopulmonary Resuscitation Patients: Analysis of the Extracorporeal Life Support Organization Registry 91%
- Left ventricular transcriptome and extracellular vesicle-derived miRNAs in porcine donation after circulatory death (DCD) hearts undergoing prolonged working mode ex situ perfusion 91%
- Kidney Function Assessment Using Cystatin C and Serum Creatinine in Heart Transplantation Recipients: Implications for Valganciclovir Dosing 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.