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cardiovascularlifespan's Introduction

This is the repository belonging to the paper "The impact of the cardiovascular component and somatic mutation on ageing" by Garger et al.

Data

The "Supplementary Table 1.xlsx" - "1j - Data for analysis" sheet contains the data which is used for the analysis.

Code

  • The CreateFigure.R file contains the code for executing the analysis of the paper. Furthermore, figures 2 & 3 and supplementary table 4 can be reproduced.
  • Create_Figure_1_and_Supplementary_Figs.Rmd file creates the phylogenetic tree used for phylogenetic analysis, also creates a basic version of Figure 1 (final version created with Adobe Illustrator), and also all Supplementary Figures along with required analysis (phylogenetic regression, bootstrapping analysis).

Libraries

We used R 4.1.2 and the following libraries for the analysis:

  • readxl
  • ggplot2
  • tidyverse
  • ggrepel
  • reshape2
  • broom
  • ppcor
  • scatterplot3d
  • factoextra
  • FactoMineR
  • PCAtools
  • boot
  • ape
  • ade4
  • dplyr
  • caper
  • nlme
  • gridExtra
  • phytools
  • colorspace
  • ggpubr
  • lemon
  • gplots
  • devtools
  • ggtree
  • cowplot
  • colorspace
  • ggplotify
  • ComplexHeatmap
  • writexl

cardiovascularlifespan's People

Contributors

gargerd avatar meinma avatar

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