The Admit-AF risk score: A clinical risk score for predicting hospital admissions in patients with atrial fibrillation. (31st March 2020)
- Record Type:
- Journal Article
- Title:
- The Admit-AF risk score: A clinical risk score for predicting hospital admissions in patients with atrial fibrillation. (31st March 2020)
- Main Title:
- The Admit-AF risk score: A clinical risk score for predicting hospital admissions in patients with atrial fibrillation
- Authors:
- Meyre, Pascal
Aeschbacher, Stefanie
Blum, Steffen
Coslovsky, Michael
Beer, Jürg H
Moschovitis, Giorgio
Rodondi, Nicolas
Baretella, Oliver
Kobza, Richard
Sticherling, Christian
Bonati, Leo H
Schwenkglenks, Matthias
Kühne, Michael
Osswald, Stefan
Conen, David - Abstract:
- Abstract: Aims: To develop and externally validate a risk score for all-cause hospital admissions in patients with atrial fibrillation. Methods and results: We used a prospective cohort of 2387 patients with established atrial fibrillation as derivation cohort. Independent risk factors were selected from a broad range of variables using the least absolute shrinkage and selection operator method fit to a Cox model. The risk score was validated in a separate prospective cohort of 1300 atrial fibrillation patients. The incidence of all-cause hospital admission was 19.1 per 100 person-years in the derivation cohort and it was 26.1 per 100 person-years in the validation cohort. The most important predictors for admission were age (75–79 years: adjusted hazard ratio (aHR), 1.34; 95% confidence interval (CI), 1.01–1.78; 80–84 years: aHR, 1.50; 95% CI, 1.11–2.03; ≥85 years: aHR, 1.88; 95% CI, 1.36–2.62), prior pulmonary vein isolation (aHR, 0.72; 95% CI, 0.58–0.88), hypertension (aHR, 1.16; 95% CI, 0.99–1.36), diabetes (aHR, 1.38; 95% CI, 1.17–1.62), coronary heart disease (aHR, 1.17; 95% CI, 1.02–1.36), prior stroke/transient ischaemic attack (aHR, 1.26; 95% CI, 1.18–1.47), heart failure (aHR, 1.19; 95% CI, 1.03–1.39), peripheral artery disease (aHR, 1.35; 95% CI, 1.08–1.67), cancer (aHR, 1.33; 95% CI, 1.12–1.57), renal failure (aHR, 1.17; 95% CI, 0.99–1.37) and previous falls (aHR, 1.40; 95% CI, 1.13–1.74). A risk score with these variables was well calibrated, and achieved aAbstract: Aims: To develop and externally validate a risk score for all-cause hospital admissions in patients with atrial fibrillation. Methods and results: We used a prospective cohort of 2387 patients with established atrial fibrillation as derivation cohort. Independent risk factors were selected from a broad range of variables using the least absolute shrinkage and selection operator method fit to a Cox model. The risk score was validated in a separate prospective cohort of 1300 atrial fibrillation patients. The incidence of all-cause hospital admission was 19.1 per 100 person-years in the derivation cohort and it was 26.1 per 100 person-years in the validation cohort. The most important predictors for admission were age (75–79 years: adjusted hazard ratio (aHR), 1.34; 95% confidence interval (CI), 1.01–1.78; 80–84 years: aHR, 1.50; 95% CI, 1.11–2.03; ≥85 years: aHR, 1.88; 95% CI, 1.36–2.62), prior pulmonary vein isolation (aHR, 0.72; 95% CI, 0.58–0.88), hypertension (aHR, 1.16; 95% CI, 0.99–1.36), diabetes (aHR, 1.38; 95% CI, 1.17–1.62), coronary heart disease (aHR, 1.17; 95% CI, 1.02–1.36), prior stroke/transient ischaemic attack (aHR, 1.26; 95% CI, 1.18–1.47), heart failure (aHR, 1.19; 95% CI, 1.03–1.39), peripheral artery disease (aHR, 1.35; 95% CI, 1.08–1.67), cancer (aHR, 1.33; 95% CI, 1.12–1.57), renal failure (aHR, 1.17; 95% CI, 0.99–1.37) and previous falls (aHR, 1.40; 95% CI, 1.13–1.74). A risk score with these variables was well calibrated, and achieved a C-index of 0.64 in the derivation and 0.59 in the validation cohort. Conclusions: Multiple risk factors were associated with hospital admissions in atrial fibrillation patients. This prediction tool selects high-risk patients who may benefit from preventive interventions. … (more)
- Is Part Of:
- European journal of preventive cardiology. Volume 28:Number 6(2021)
- Journal:
- European journal of preventive cardiology
- Issue:
- Volume 28:Number 6(2021)
- Issue Display:
- Volume 28, Issue 6 (2021)
- Year:
- 2021
- Volume:
- 28
- Issue:
- 6
- Issue Sort Value:
- 2021-0028-0006-0000
- Page Start:
- 624
- Page End:
- 630
- Publication Date:
- 2020-03-31
- Subjects:
- Atrial fibrillation -- comorbidities -- hospital admission -- prediction model -- risk score
Cardiovascular system -- Diseases -- Prevention -- Periodicals
Cardiac patients -- Rehabilitation -- Periodicals
616.12 - Journal URLs:
- https://academic.oup.com/eurjpc/issue ↗
http://www.uk.sagepub.com/home.nav ↗
http://cpr.sagepub.com/ ↗ - DOI:
- 10.1177/2047487320915350 ↗
- Languages:
- English
- ISSNs:
- 2047-4873
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 25004.xml