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Using electronic medical records to identify patients at risk for underlying cardiac amyloidosis
Michael A Pascoe1, Andrew Kolodziej2, Emma J Birks2
1Department of Internal Medicine, University of Kentucky, Lexington, KY, USA.
Insights
Electronic medical record (EMR) systems can identify patients at high risk for transthyretin cardiac amyloidosis (ATTR-CA). This automated approach aids in early detection and timely intervention for ATTR-CA.
Area of Science:
- Cardiology
- Medical Informatics
Background:
- Transthyretin cardiac amyloidosis (ATTR-CA) diagnosis relies on provider pattern recognition.
- Electronic medical record (EMR) systems offer potential for automating ATTR-CA patient identification.
Purpose of the Study:
- To develop and validate an EMR-based scoring system for identifying patients at high risk for ATTR-CA.
- To assess the feasibility of integrating this system into clinical practice for early screening.
Main Methods:
- A cohort of patients aged >60 with chronic diastolic heart failure and no prior amyloidosis diagnosis was analyzed.
- An Epic EMR algorithm assigned risk scores based on ICD-10 and CPT codes associated with ATTR-CA.
- Patients were stratified by risk scores, with highest scores (≥30) designated as high-risk cases.
Main Results:
- The EMR system identified 11,648 patients, with 132 flagged as high-risk (score ≥30).
- High-risk patients exhibited higher prevalence of ATTR-CA associated findings, including African-American race, increased left ventricular mass index, and reduced ejection fraction.
- Elevated troponin levels were observed in high-risk patients, with a trend towards higher NT-proBNP.
Conclusions:
- A modern EMR system can effectively flag patients with a high risk for ATTR-CA using a defined scoring logic.
- This automated flagging system, potentially via best practice advisories, can prompt further screening during echocardiography or clinic visits.
Background:
Identification of transthyretin cardiac amyloidosis (ATTR-CA) patients is largely based on pattern recognition by providers, and this can be automated through electronic medical systems (EMR).
Methods:
All patients in a large academic hospital with age > 60, ICD-10 code for chronic diastolic heart failure and no previous diagnosis of any amyloidosis were included. An Epic EMR scoring logic assigned risk scores to patients for ICD-10 and CPT codes associated with ATTR-CA, as follows: carpal tunnel syndrome (score 5), aortic stenosis/TAVR (5), neuropathy (4), bundle branch block (4), etc. The individual patients' scores were added, and patients were arranged in descending order of total scores- ranging from 50 to 0. Data is reported as median (interquartile range) and analyzed with non-parametric tests.
Results:
Of the total 11,648 patients identified, 132 consecutive patients with highest risk scores (score ≥ 30) were enrolled as cases, while 132 patients with scores between 10 and 19 with available echocardiography data served as age-matched controls. Strain echocardiography is not routinely performed. Patients with high scores were more likely to have CA associated findings- African-American race, higher left ventricular (LV) mass index and left atrial volume and lower LV ejection fraction. High score patients had higher troponin and a trend towards high NT-proBNP.
Conclusion:
The modern EMR can be used to flag patients with high risk for ATTR-CA (score ≥ 30 using the proposed logic) through best practice advisory. This could encourage screening during echocardiography using strain or during unsuspected clinic visits.
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