Validation of a Claims-Based Algorithm for Identifying Non-Infectious Pneumonitis in Patients Diagnosed with Lung Cancer

التفاصيل البيبلوغرافية
العنوان: Validation of a Claims-Based Algorithm for Identifying Non-Infectious Pneumonitis in Patients Diagnosed with Lung Cancer
المؤلفون: Brian L. Strom, Shane S. Neibart, Jyoti Malhotra, Salma K. Jabbour, Daniella E Portal, Jason Roy
المصدر: Pharmacoepidemiol Drug Saf
سنة النشر: 2021
مصطلحات موضوعية: Lung Neoplasms, Databases, Factual, Epidemiology, business.industry, Cancer, Pneumonia, medicine.disease, Confidence interval, Article, Cancer registry, International Classification of Diseases, medicine, Humans, Pharmacology (medical), Diagnosis code, Medical prescription, Complication, Lung cancer, business, Algorithm, Algorithms, Pneumonitis
الوصف: PURPOSE: Non-Infectious Pneumonitis (NIP) is a common complication of treatments for lung cancer. We know of no existing validated algorithm for identifying NIP in claims databases, limiting our ability to understand the morbidity and mortality of this toxicity in real-world data. METHODS: Electronic health records (EHR), cancer registry, and administrative data from a National Cancer Institute-designated comprehensive cancer center were queried for patients diagnosed with lung cancer between 10/01/2015–12/31/2020. Health insurance claims were searched for ICD-10-CM codes that indicate an inpatient or outpatient diagnosis with possible NIP. A 20-code (Algorithm A) and 11-code (Algorithm B) algorithm were tested with and without requiring prescription with corticosteroids. Cases with a diagnosis of possible NIP in the 6 months before their first lung cancer diagnosis were excluded. The algorithms were validated by reviewing the EHR. The positive predictive value (PPV) for each algorithm was computed with 95% confidence intervals (CI). RESULTS: Seventy patients with lung cancer had a diagnosis code compatible with NIP: 36 (51.4%) inpatients and 34 (48.6%) outpatients. The PPV of Algorithm A was 77.1% (95% CI: 65.6–86.3). The PPV of Algorithm B was 86.9% (95% CI: 75.8–94.2). Requiring a documented prescription for a systemic corticosteroid improved the PPV of both the least and most restrictive algorithms 92.5% (95% CI: 79.6–98.4) and 100.0% (95% CI: 90.0–100.0), respectively. CONCLUSIONS: This study validated ICD-10-CM and prescription-claims-based definitions of NIP in lung cancer patients. All algorithms have at least reasonable performance. Enriching the algorithm with corticosteroid prescription records results in excellent performance.
اللغة: English
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f2a3526d00ca756df132feac6a7462f1
https://europepmc.org/articles/PMC8578340/
حقوق: OPEN
رقم الأكسشن: edsair.doi.dedup.....f2a3526d00ca756df132feac6a7462f1
قاعدة البيانات: OpenAIRE