Related Experiment Video
Updated: Feb 17, 2026

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Analysis of interstitial lung disease in pharmacovigilance databases: Coding challenges and interpretation biases-An
Romane Freppel1,2, Adeline Benis1, Philippe Bonniaud3
1CHU Dijon Bourgogne, Centre Régional de Pharmacovigilance de Bourgogne, Université Bourgogne Europe, Dijon, France.
Aim:
Clinically, interstitial lung disease (ILD) is a heterogeneous group of respiratory disorders. Due to their low incidence, pharmacovigilance database analysis is useful to detect them. Precise diagnosis is challenging as well as coding in these databases. Query criteria are among the key elements for a good signal detection. This study aimed to investigate interpretation biases related to ILD coding in PV databases.
Methods:
MedDRA Preferred Terms (PT) included in the broad Standardized MedDRA Query (SMQ) 'ILD' for the top five known pneumotoxic drugs was described in VigiBase by reporting year (2000-2024), country, and reporter type. Then, a systematic literature review was conducted to identify PV studies using disproportionality analyses to detect drug-induced ILD reporting signals, assessing query strategies, analysis units, and bias consideration.
Results:
The most frequently implicated known pneumotoxic drugs were amiodarone, methotrexate, nivolumab, pembrolizumab, and everolimus. On average per year, the PTs 'ILD' represented <40% of all PTs in the broad SMQ 'ILD'. Terminology evolution (e.g., emergence of 'immune-mediated lung disease' after 2019) and national preferences (France/Japan vs. USA/UK/Germany) were observed. Among 22 reviewed accessible studies, 50% used PT-based queries, only 27% performed sensitivity analyses, and none discussed the impact of MedDRA coding evolution on analysis reliability.
Discussion/Conclusion:
Our analysis highlights the substantial variability in MedDRA coding that may affect the reliability of drug safety analyses. Moreover, studies conducted on PV databases do not sufficiently assess the relevance of query criteria and their impact on the results. We propose a few practical recommendations.
Related Concept Videos
Pharmacovigilance
This process, termed pharmacovigilance, aims to detect, evaluate, and minimize harmful effects related to medication use. The data collection for pharmacovigilance depends on spontaneous reporting systems, where healthcare professionals or patients voluntarily report suspected ADRs.
In some cases, there...
Analysis of Population Pharmacokinetic Data
Chronic Obstructive Pulmonary Disease-IV: Assessement and Diagnostic Studies
Medical History
Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast,...
Pulmonary Embolism II: Diagnostic Studies and Interprofessional Care
Bias in Epidemiological Studies

