R/Quarto Script for Longitudinal Echocardiography Mixed-Effects Analysis

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Authors: Julius Bogomolovas
Cited by: 0

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