R/Quarto Script for Longitudinal Echocardiography Mixed-Effects Analysis
Abstract
This Quarto (.qmd) script performs statistical analysis of the summarized echocardiography dataset. It imports the structured CSV file, fits linear mixed-effects models (glmmTMB) with genotype and age as fixed effects and animal as a random effect, performs model diagnostics, adjusts p-values across related endpoints, and generates publication-ready visualizations. The script reproduces the longitudinal cardiac function analyses presented in the manuscript.
Fields of Study & Subjects
Cardiovascular Function and Risk Factors
Statistical Methods and Bayesian Inference
Cardiac electrophysiology and arrhythmias
Publication details
- Journal / source
- Figshare
- Publication date
- 17 February 2026
- Language
- EN