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Validation of the Q87.11 ICD Code for Prader-Willi Syndrome
James Luccarelli1,2, Theresa V Strong3, Thomas H McCoy1,2
1Massachusetts General Hospital, Boston, Massachusetts, USA.
The ICD-10 code Q87.11 accurately identifies Prader-Willi syndrome (PWS) patients in electronic health records. This diagnostic code demonstrates high validity for research using administrative claims data.
Area of Science:
- Medical Informatics
- Genetics
- Rare Diseases
Background:
- Prader-Willi syndrome (PWS) is a rare genetic disorder.
- The ICD-10 code Q87.11 is used for PWS identification in large studies.
- The diagnostic validity of the Q87.11 code has not been previously evaluated.
Purpose of the Study:
- To assess the accuracy and diagnostic validity of the ICD-10 code Q87.11 for identifying individuals with Prader-Willi syndrome.
- To evaluate the performance of the Q87.11 code at both individual and encounter levels.
Main Methods:
- Reviewed electronic health records (EHR) of patients with the Q87.11 code.
- Assessed a sample of patients with free-text evidence of PWS but no code.
- Conducted expert chart reviews to confirm PWS diagnosis.
- Calculated sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV).
Main Results:
- Of 2,718,218 patients, 126 had the Q87.11 code, with 122 confirmed PWS cases (PPV 96.8%).
- Code sensitivity was estimated at 92.4%, with 100% specificity and NPV.
- Per-encounter sensitivity was 79.4% for inpatient and 46.0% for outpatient visits.
Conclusions:
- A single use of the Q87.11 code shows excellent overall accuracy for identifying PWS patients.
- The code's validity is supported for use in analyzing administrative claims datasets.
- While accurate, sensitivity varies between inpatient and outpatient encounters.
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