Efficacy in predicting mortality of patients with heart failure using heart rate before intensive care unit discharge: a retrospective cohort study from MIMIC-IV Database
Objective Heart rate serves as a critical prognostic factor in heart failure (HF) patients. We hypothesise that elevated heart rate in critically ill HF patients on discharge from the intensive care unit (ICU) could be linked to adverse outcomes.Design A single-centre retrospective cohort study.Sett...
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BMJ Publishing Group
2024-12-01
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| Series: | BMJ Open |
| Online Access: | https://bmjopen.bmj.com/content/14/12/e087725.full |
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| author | Yu-Cheng Chang Chia-Ying Hsiao Min-I Su Ying-Hsiang Lee Po-Lin Lin Wei-Ru Chiou |
| author_facet | Yu-Cheng Chang Chia-Ying Hsiao Min-I Su Ying-Hsiang Lee Po-Lin Lin Wei-Ru Chiou |
| author_sort | Yu-Cheng Chang |
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| description | Objective Heart rate serves as a critical prognostic factor in heart failure (HF) patients. We hypothesise that elevated heart rate in critically ill HF patients on discharge from the intensive care unit (ICU) could be linked to adverse outcomes.Design A single-centre retrospective cohort study.Setting This study used data collected between 2008 and 2019 from the Medical Information Mart for Intensive Care IV (V.2.0) Database.Participants From the 76 943 ICU stays, we enrolled 2365 patients in this study.Primary and secondary outcome measures We observed correlations between in-hospital mortality and ICU discharge heart rate of 83.56±15.81 beats per minute (bpm) (survivors) vs 93.84±17.28 bpm (non-survivors, p<0.001). Total mortality showed similar trends, with 83.67±15.36 bpm (survivors) vs 85.23±17.25 bpm (non-survivors, p=0.027), as did ICU readmissions at 83.55±15.77 bpm (non-readmitted) vs 88.64±17.49 bpm (readmitted, p<0.001).Results Given multivariate analysis, the ICU discharge heart rate strongly predicted in-hospital mortality (HR 1.032 (95% CI 1.022 to 1.041), p<0.001), total mortality (HR 1.008 (95% CI 1.004 to 1.013), p<0.001) and ICU readmission (HR 1.018 (95% CI 1.010 to 1.025), p<0.001). Patients with an ICU discharge heart rate>90 bpm demonstrated significantly higher in-hospital mortality (HR 2.639 (95% CI 1.898 to 3.669), p<0.001), total mortality (HR 1.342 (95% CI 1.163 to 1.550), p<0.001) and ICU readmission rates (HR 1.781 (95% CI 1.413 to 2.243), p<0.001).Conclusion The findings suggest that HF patients with an elevated heart rate (>90 bpm) at ICU discharge are more likely to experience increased in-hospital mortality, total mortality and ICU readmissions, indicating potential negative outcomes. |
| format | Article |
| id | doaj-art-eb46d3eae4ea4ab28004d73ae3a6fb12 |
| institution | Kabale University |
| issn | 2044-6055 |
| language | English |
| publishDate | 2024-12-01 |
| publisher | BMJ Publishing Group |
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| series | BMJ Open |
| spelling | doaj-art-eb46d3eae4ea4ab28004d73ae3a6fb122024-12-27T14:30:11ZengBMJ Publishing GroupBMJ Open2044-60552024-12-01141210.1136/bmjopen-2024-087725Efficacy in predicting mortality of patients with heart failure using heart rate before intensive care unit discharge: a retrospective cohort study from MIMIC-IV DatabaseYu-Cheng Chang0Chia-Ying Hsiao1Min-I Su2Ying-Hsiang Lee3Po-Lin Lin4Wei-Ru Chiou5Department of Bioinformatics and Medical Engineering, Asia University, Taichung, TaiwanDepartment of Internal Medicine, Division of Nephrology, Taitung MacKay Memorial Hospital, Taitung, TaiwanDepartment of Medicine, MacKay Medical College, New Taipei, TaiwanDepartment of Medicine, MacKay Medical College, New Taipei, TaiwanDepartment of Internal Medicine, Division of Cardiology, Hsinchu MacKay Memorial Hospital, Hsinchu, TaiwanDepartment of Medicine, MacKay Medical College, New Taipei, TaiwanObjective Heart rate serves as a critical prognostic factor in heart failure (HF) patients. We hypothesise that elevated heart rate in critically ill HF patients on discharge from the intensive care unit (ICU) could be linked to adverse outcomes.Design A single-centre retrospective cohort study.Setting This study used data collected between 2008 and 2019 from the Medical Information Mart for Intensive Care IV (V.2.0) Database.Participants From the 76 943 ICU stays, we enrolled 2365 patients in this study.Primary and secondary outcome measures We observed correlations between in-hospital mortality and ICU discharge heart rate of 83.56±15.81 beats per minute (bpm) (survivors) vs 93.84±17.28 bpm (non-survivors, p<0.001). Total mortality showed similar trends, with 83.67±15.36 bpm (survivors) vs 85.23±17.25 bpm (non-survivors, p=0.027), as did ICU readmissions at 83.55±15.77 bpm (non-readmitted) vs 88.64±17.49 bpm (readmitted, p<0.001).Results Given multivariate analysis, the ICU discharge heart rate strongly predicted in-hospital mortality (HR 1.032 (95% CI 1.022 to 1.041), p<0.001), total mortality (HR 1.008 (95% CI 1.004 to 1.013), p<0.001) and ICU readmission (HR 1.018 (95% CI 1.010 to 1.025), p<0.001). Patients with an ICU discharge heart rate>90 bpm demonstrated significantly higher in-hospital mortality (HR 2.639 (95% CI 1.898 to 3.669), p<0.001), total mortality (HR 1.342 (95% CI 1.163 to 1.550), p<0.001) and ICU readmission rates (HR 1.781 (95% CI 1.413 to 2.243), p<0.001).Conclusion The findings suggest that HF patients with an elevated heart rate (>90 bpm) at ICU discharge are more likely to experience increased in-hospital mortality, total mortality and ICU readmissions, indicating potential negative outcomes.https://bmjopen.bmj.com/content/14/12/e087725.full |
| spellingShingle | Yu-Cheng Chang Chia-Ying Hsiao Min-I Su Ying-Hsiang Lee Po-Lin Lin Wei-Ru Chiou Efficacy in predicting mortality of patients with heart failure using heart rate before intensive care unit discharge: a retrospective cohort study from MIMIC-IV Database BMJ Open |
| title | Efficacy in predicting mortality of patients with heart failure using heart rate before intensive care unit discharge: a retrospective cohort study from MIMIC-IV Database |
| title_full | Efficacy in predicting mortality of patients with heart failure using heart rate before intensive care unit discharge: a retrospective cohort study from MIMIC-IV Database |
| title_fullStr | Efficacy in predicting mortality of patients with heart failure using heart rate before intensive care unit discharge: a retrospective cohort study from MIMIC-IV Database |
| title_full_unstemmed | Efficacy in predicting mortality of patients with heart failure using heart rate before intensive care unit discharge: a retrospective cohort study from MIMIC-IV Database |
| title_short | Efficacy in predicting mortality of patients with heart failure using heart rate before intensive care unit discharge: a retrospective cohort study from MIMIC-IV Database |
| title_sort | efficacy in predicting mortality of patients with heart failure using heart rate before intensive care unit discharge a retrospective cohort study from mimic iv database |
| url | https://bmjopen.bmj.com/content/14/12/e087725.full |
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