A retrospective approach to evaluating potential adverse outcomes associated with delay of procedures for cardiovascular and cancer-related diagnoses in the context of COVID-19.


Journal

Journal of biomedical informatics
ISSN: 1532-0480
Titre abrégé: J Biomed Inform
Pays: United States
ID NLM: 100970413

Informations de publication

Date de publication:
01 2021
Historique:
received: 11 07 2020
revised: 10 10 2020
accepted: 07 12 2020
pubmed: 15 12 2020
medline: 9 2 2021
entrez: 14 12 2020
Statut: ppublish

Résumé

During the COVID-19 pandemic, health systems postponed non-essential medical procedures to accommodate surge of critically-ill patients. The long-term consequences of delaying procedures in response to COVID-19 remains unknown. We developed a high-throughput approach to understand the impact of delaying procedures on patient health outcomes using electronic health record (EHR) data. We used EHR data from Vanderbilt University Medical Center's (VUMC) Research and Synthetic Derivatives. Elective procedures and non-urgent visits were suspended at VUMC between March 18, 2020 and April 24, 2020. Surgical procedure data from this period were compared to a similar timeframe in 2019. Potential adverse impact of delay in cardiovascular and cancer-related procedures was evaluated using EHR data collected from January 1, 1993 to March 17, 2020. For surgical procedure delay, outcomes included length of hospitalization (days), mortality during hospitalization, and readmission within six months. For screening procedure delay, outcomes included 5-year survival and cancer stage at diagnosis. We identified 416 surgical procedures that were negatively impacted during the COVID-19 pandemic compared to the same timeframe in 2019. Using retrospective data, we found 27 significant associations between procedure delay and adverse patient outcomes. Clinician review indicated that 88.9% of the significant associations were plausible and potentially clinically significant. Analytic pipelines for this study are available online. Our approach enables health systems to identify medical procedures affected by the COVID-19 pandemic and evaluate the effect of delay, enabling them to communicate effectively with patients and prioritize rescheduling to minimize adverse patient outcomes.

Identifiants

pubmed: 33309899
pii: S1532-0464(20)30285-9
doi: 10.1016/j.jbi.2020.103657
pmc: PMC7728428
pii:
doi:

Types de publication

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

Langues

eng

Sous-ensembles de citation

IM

Pagination

103657

Subventions

Organisme : NIGMS NIH HHS
ID : R01 GM120523
Pays : United States
Organisme : NIGMS NIH HHS
ID : R25 GM062459
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL133786
Pays : United States
Organisme : NCI NIH HHS
ID : P30 CA068485
Pays : United States
Organisme : NIGMS NIH HHS
ID : P50 GM115305
Pays : United States
Organisme : NHGRI NIH HHS
ID : U01 HG011166
Pays : United States
Organisme : NHGRI NIH HHS
ID : U01 HG011181
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR000445
Pays : United States

Informations de copyright

Copyright © 2020 Elsevier Inc. All rights reserved.

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Auteurs

Neil S Zheng (NS)

Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA.

Jeremy L Warner (JL)

Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA; Division of Hematology and Oncology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.

Travis J Osterman (TJ)

Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA; Division of Hematology and Oncology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.

Quinn S Wells (QS)

Division of Cardiovascular Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.

Xiao-Ou Shu (XO)

Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.

Stephen A Deppen (SA)

Department of Thoracic Surgery, Vanderbilt University Medical Center, Nashville, TN, USA.

Seth J Karp (SJ)

Department of Surgery, Vanderbilt University Medical Center, Nashville, TN, USA.

Shon Dwyer (S)

Vanderbilt University Adult Hospital, Vanderbilt University Medical Center, Nashville, TN, USA.

QiPing Feng (Q)

Division of Clinical Pharmacology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.

Nancy J Cox (NJ)

Department of Pharmacology, Vanderbilt University, Nashville, TN, USA; Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA.

Josh F Peterson (JF)

Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.

C Michael Stein (CM)

Division of Clinical Pharmacology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Pharmacology, Vanderbilt University, Nashville, TN, USA.

Dan M Roden (DM)

Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA; Division of Cardiovascular Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA; Division of Clinical Pharmacology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Pharmacology, Vanderbilt University, Nashville, TN, USA.

Kevin B Johnson (KB)

Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA.

Wei-Qi Wei (WQ)

Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, USA. Electronic address: wei-qi.wei@vumc.org.

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