Novel Risk Model to Predict Emergency Department Associated Mortality for Patients Supported With a Ventricular Assist Device: The Emergency Department-Ventricular Assist Device Risk Score.


Journal

Journal of the American Heart Association
ISSN: 2047-9980
Titre abrégé: J Am Heart Assoc
Pays: England
ID NLM: 101580524

Informations de publication

Date de publication:
18 01 2022
Historique:
pubmed: 14 1 2022
medline: 9 4 2022
entrez: 13 1 2022
Statut: ppublish

Résumé

Background The past decade has seen tremendous growth in patients with ambulatory ventricular assist devices. We sought to identify patients that present to the emergency department (ED) at the highest risk of death. Methods and Results This retrospective analysis of ED encounters from the Nationwide Emergency Department Sample includes 2010 to 2017. Using a random sampling of patient encounters, 80% were assigned to development and 20% to validation cohorts. A risk model was derived from independent predictors of mortality. Each patient encounter was assigned to 1 of 3 groups based on risk score. A total of 44 042 ED ventricular assist device patient encounters were included. The majority of patients were male (73.6%), <65 years old (60.1%), and 29% presented with bleeding, stroke, or device complication. Independent predictors of mortality during the ED visit or subsequent admission included age ≥65 years (odds ratio [OR], 1.8; 95% CI, 1.3-4.6), primary diagnoses (stroke [OR, 19.4; 95% CI, 13.1-28.8], device complication [OR, 10.1; 95% CI, 6.5-16.7], cardiac [OR, 4.0; 95% CI, 2.7-6.1], infection [OR, 5.8; 95% CI, 3.5-8.9]), and blood transfusion (OR, 2.6; 95% CI, 1.8-4.0), whereas history of hypertension was protective (OR, 0.69; 95% CI, 0.5-0.9). The risk score predicted mortality areas under the curve of 0.78 and 0.71 for development and validation. Encounters in the highest risk score strata had a 16-fold higher mortality compared with the lowest risk group (15.8% versus 1.0%). Conclusions We present a novel risk score and its validation for predicting mortality of patients with ED ventricular assist devices, a high-risk, and growing, population.

Identifiants

pubmed: 35023355
doi: 10.1161/JAHA.121.020942
pmc: PMC9238533
doi:

Types de publication

Journal Article Research Support, N.I.H., Extramural

Langues

eng

Sous-ensembles de citation

IM

Pagination

e020942

Subventions

Organisme : NHLBI NIH HHS
ID : K08 HL159311
Pays : United States
Organisme : NCATS NIH HHS
ID : KL2 TR001879
Pays : United States

Commentaires et corrections

Type : CommentIn

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Auteurs

Jonathan B Edelson (JB)

Division of Cardiology Cardiac Center, the Children's Hospital of PhiladelphiaPerelman School of MedicineUniversity of Pennsylvania Philadelphia PA.
Cardiovascular Outcomes, Quality, and Evaluative Research CenterUniversity of Pennsylvania Philadelphia PA.
Leonard Davis Institute for Healthcare EconomicsUniversity of Pennsylvania Philadelphia PA.

Jonathan J Edwards (JJ)

Division of Cardiology Cardiac Center, the Children's Hospital of PhiladelphiaPerelman School of MedicineUniversity of Pennsylvania Philadelphia PA.

Hannah Katcoff (H)

Data Science and Biostatistics Unit Department of Biomedical and Health Informatics The Children's Hospital of Philadelphia Philadelphia PA.

Antara Mondal (A)

Data Science and Biostatistics Unit Department of Biomedical and Health Informatics The Children's Hospital of Philadelphia Philadelphia PA.

Feiyan Chen (F)

Data Science and Biostatistics Unit Department of Biomedical and Health Informatics The Children's Hospital of Philadelphia Philadelphia PA.

Nosheen Reza (N)

Cardiovascular Division Department of Medicine Perelman School of Medicine University of Pennsylvania Philadelphia PA.

Thomas C Hanff (TC)

Cardiovascular Division Department of Medicine Perelman School of Medicine University of Pennsylvania Philadelphia PA.

Heather Griffis (H)

Leonard Davis Institute for Healthcare EconomicsUniversity of Pennsylvania Philadelphia PA.

Jeremy A Mazurek (JA)

Cardiovascular Division Department of Medicine Perelman School of Medicine University of Pennsylvania Philadelphia PA.

Joyce Wald (J)

Cardiovascular Division Department of Medicine Perelman School of Medicine University of Pennsylvania Philadelphia PA.

Danielle S Burstein (DS)

Division of Cardiology Cardiac Center, the Children's Hospital of PhiladelphiaPerelman School of MedicineUniversity of Pennsylvania Philadelphia PA.

Pavan Atluri (P)

Cardiothoracic Surgery Perelman School of Medicine University of Pennsylvania Philadelphia PA.

Matthew J O'Connor (MJ)

Division of Cardiology Cardiac Center, the Children's Hospital of PhiladelphiaPerelman School of MedicineUniversity of Pennsylvania Philadelphia PA.

Lee R Goldberg (LR)

Cardiovascular Outcomes, Quality, and Evaluative Research CenterUniversity of Pennsylvania Philadelphia PA.
Cardiovascular Division Department of Medicine Perelman School of Medicine University of Pennsylvania Philadelphia PA.

Payman Zamani (P)

Cardiovascular Division Department of Medicine Perelman School of Medicine University of Pennsylvania Philadelphia PA.

Peter W Groeneveld (PW)

Cardiovascular Outcomes, Quality, and Evaluative Research CenterUniversity of Pennsylvania Philadelphia PA.
General Internal Medicine Division Department of Medicine Perelman School of MedicineUniversity of Pennsylvania Philadelphia PA.

Joseph W Rossano (JW)

Division of Cardiology Cardiac Center, the Children's Hospital of PhiladelphiaPerelman School of MedicineUniversity of Pennsylvania Philadelphia PA.
Cardiovascular Outcomes, Quality, and Evaluative Research CenterUniversity of Pennsylvania Philadelphia PA.

Kimberly Y Lin (KY)

Division of Cardiology Cardiac Center, the Children's Hospital of PhiladelphiaPerelman School of MedicineUniversity of Pennsylvania Philadelphia PA.

Edo Y Birati (EY)

Cardiovascular Outcomes, Quality, and Evaluative Research CenterUniversity of Pennsylvania Philadelphia PA.
Cardiothoracic Surgery Perelman School of Medicine University of Pennsylvania Philadelphia PA.
The Lydia and Carol Kittner, Lea and Benjamin Davidai Division of Cardiovascular Medicine and Surgery Padeh-Poriya Medical CenterBar Ilan University Israel.

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Classifications MeSH