ProAE:患者報告アウトカムおよび有害事象データのグラフィカルツールと標準化された分析のためのRパッケージ
Blake Langlais1, Brie Noble1, Briant Fruth1
1Mayo Clinic, Department of Quantitative Health Sciences, Division of Biostatistics and Clinical Trials, 13400 E Shea Blvd, Scottsdale, AZ, 85259, USA.
Background:
Patient-reported symptomatic adverse events (AE) are increasingly collected in oncology clinical trials to characterize treatment tolerability and inform clinical decision making using the Patient-Reported Outcomes (PRO) version of the Common Terminology Criteria for Adverse Events (PRO-CTCAE®). Although there are numerous analysis methods and graphical approaches used for PRO-CTCAE data, the current PRO literature is limited in unified reporting and graphical approaches as well as public-facing analysis tools.
Results:
Collaborative efforts from the Standardization Working Group of the National Cancer Institute Cancer Treatment Tolerability Consortium worked to develop the R package, ProAE. Testing and validation of widely used methods were implemented in the R package and deployed to various open-source outlets including the Comprehensive R Archive Network (CRAN).
Conclusion:
ProAE is a free and publicly available collection of standardized statistical analysis tools for PRO-CTCAE and other PRO data used in patient care and research. The ProAE package provides oncology researchers with an efficient and modern means to apply the published analysis approaches, including hypothesis testing, descriptive and inferential tables, and longitudinal graphics, without the need for costly software or licensing.
関連する概念動画
Statistical Software for Data Analysis and Clinical Trials
Introduction to R
Statistical Methods for Analyzing Epidemiological Data
Comparing the Survival Analysis of Two or More Groups
Kaplan-Meier Approach
Econometric Views (EViews)


