Angina Severity, Mortality, and Healthcare Utilization Among Veterans With Stable Angina. Issue 15 (6th August 2019)
- Record Type:
- Journal Article
- Title:
- Angina Severity, Mortality, and Healthcare Utilization Among Veterans With Stable Angina. Issue 15 (6th August 2019)
- Main Title:
- Angina Severity, Mortality, and Healthcare Utilization Among Veterans With Stable Angina
- Authors:
- Owlia, Mina
Dodson, John A.
King, Jordan B.
Derington, Catherine G.
Herrick, Jennifer S.
Sedlis, Steven P.
Crook, Jacob
DuVall, Scott L.
LaFleur, Joanne
Nelson, Richard
Patterson, Olga V.
Shah, Rashmee U.
Bress, Adam P. - Abstract:
- Abstract : Background: Canadian Cardiovascular Society (CCS) angina severity classification is associated with mortality, myocardial infarction, and coronary revascularization in clinical trial and registry data. The objective of this study was to determine associations between CCS class and all‐cause mortality and healthcare utilization, using natural language processing to extract CCS classifications from clinical notes. Methods and Results: In this retrospective cohort study of veterans in the United States with stable angina from January 1, 2006, to December 31, 2013, natural language processing extracted CCS classifications. Veterans with a prior diagnosis of coronary artery disease were excluded. Outcomes included all‐cause mortality (primary), all‐cause and cardiovascular‐specific hospitalizations, coronary revascularization, and 1‐year healthcare costs. Of 299 577 veterans identified, 14 216 (4.7%) had ≥1 CCS classification extracted by natural language processing. The mean age was 66.6±9.8 years, 99% of participants were male, and 81% were white. During a median follow‐up of 3.4 years, all‐cause mortality rates were 4.58, 4.60, 6.22, and 6.83 per 100 person‐years for CCS classes I, II, III, and IV, respectively. Multivariable adjusted hazard ratios for all‐cause mortality comparing CCS II, III, and IV with those in class I were 1.05 (95% CI, 0.95–1.15), 1.33 (95% CI, 1.20–1.47), and 1.48 (95% CI, 1.25–1.76), respectively. The multivariable hazard ratio comparing CCSAbstract : Background: Canadian Cardiovascular Society (CCS) angina severity classification is associated with mortality, myocardial infarction, and coronary revascularization in clinical trial and registry data. The objective of this study was to determine associations between CCS class and all‐cause mortality and healthcare utilization, using natural language processing to extract CCS classifications from clinical notes. Methods and Results: In this retrospective cohort study of veterans in the United States with stable angina from January 1, 2006, to December 31, 2013, natural language processing extracted CCS classifications. Veterans with a prior diagnosis of coronary artery disease were excluded. Outcomes included all‐cause mortality (primary), all‐cause and cardiovascular‐specific hospitalizations, coronary revascularization, and 1‐year healthcare costs. Of 299 577 veterans identified, 14 216 (4.7%) had ≥1 CCS classification extracted by natural language processing. The mean age was 66.6±9.8 years, 99% of participants were male, and 81% were white. During a median follow‐up of 3.4 years, all‐cause mortality rates were 4.58, 4.60, 6.22, and 6.83 per 100 person‐years for CCS classes I, II, III, and IV, respectively. Multivariable adjusted hazard ratios for all‐cause mortality comparing CCS II, III, and IV with those in class I were 1.05 (95% CI, 0.95–1.15), 1.33 (95% CI, 1.20–1.47), and 1.48 (95% CI, 1.25–1.76), respectively. The multivariable hazard ratio comparing CCS IV with CCS I was 1.20 (95% CI, 1.09–1.33) for all‐cause hospitalization, 1.25 (95% CI, 0.96–1.64) for acute coronary syndrome hospitalizations, 1.00 (95% CI, 0.80–1.26) for heart failure hospitalizations, 1.05 (95% CI, 0.88–1.25) for atrial fibrillation hospitalizations, 1.92 (95% CI, 1.40–2.64) for percutaneous coronary intervention, and 2.51 (95% CI, 1.99–3.16) for coronary artery bypass grafting surgery. Conclusions: Natural language processing–extracted CCS classification was positively associated with all‐cause mortality and healthcare utilization, demonstrating the prognostic importance of anginal symptom assessment and documentation. … (more)
- Is Part Of:
- Journal of the American Heart Association. Volume 8:Issue 15(2019)
- Journal:
- Journal of the American Heart Association
- Issue:
- Volume 8:Issue 15(2019)
- Issue Display:
- Volume 8, Issue 15 (2019)
- Year:
- 2019
- Volume:
- 8
- Issue:
- 15
- Issue Sort Value:
- 2019-0008-0015-0000
- Page Start:
- n/a
- Page End:
- n/a
- Publication Date:
- 2019-08-06
- Subjects:
- angina pectoris -- healthcare utilization -- myocardial revascularization -- natural language processing
Heart -- Diseases -- Periodicals
Cardiovascular system -- Diseases -- Periodicals
Cerebrovascular disease -- Periodicals
Cardiology -- Periodicals
616.1 - Journal URLs:
- http://jaha.ahajournals.org ↗
http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)2047-9980 ↗
http://onlinelibrary.wiley.com/ ↗ - DOI:
- 10.1161/JAHA.119.012811 ↗
- Languages:
- English
- ISSNs:
- 2047-9980
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
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- 15265.xml