corePhyloVenn: Phylogenetic Venn Diagram Comparing Core Microbiomes from...

In holobiont: Microbiome Analysis Tools

Phylogenetic Venn Diagram Comparing Core Microbiomes from Multiple Habitats

Description

Generates a Venn diagram comparing and contrasting the shared and unique phylogenetic branch lengths of core microbiomes from two or more (up to seven) different types of habitats based on either the tip-based or the branch-based core community phylogeny.

Usage

corePhyloVenn(x, grouping, core_fraction,
mode = 'branch',rooted=TRUE, ordered_groups=NULL,show_percentage=TRUE,decimal=2,
fill_color=c('red','orange','yellow','green','blue','purple','black'),fill_alpha=0.5,
stroke_color='black',stroke_alpha = 1, stroke_size = 1,stroke_linetype = "solid",
set_name_color = "black", set_name_size = 6,text_color = "black",text_size = 4)

Arguments

x	(Required) Microbial community data. This must be in the form of a phyloseq object and must contain, at a minimum, an OTU abundance table and a phylogeny.
grouping	(Required) A vector specifying which samples belong to which habitat type.
core_fraction	(Required) The fraction of samples that a microbial taxon must be found in to be considered part of the 'core' microbiome.
mode	Whether to build a tip-based ('tip') or a branch-based ('branch') phylogeny. The default is 'branch'.
rooted	Whether to include the root of the phylogeny. The default is TRUE, meaning that the root is necessarily included in all phylogenies. This requires that the input tree be rooted.
ordered_groups	When provided, specifies the order in which different habitats should be plotted. This order is matched to the color order specified in fill_color (see below).
show_percentage	If TRUE the Venn diagram is shown as percentages of the total branch length in each compartment. If FALSE the Venn diagram is shown as absolute branch lengths.
decimal	The number of decimal points to report in the Venn diagram compartments (either for percentages or absolute branch lengths).
fill_color	A vector specifying the colors to use for each of the different habitats in the Venn diagram. The default is to use the six colors of the rainbow, followed by black.
fill_alpha	The transparency of the fill colors in the Venn diagram.
stroke_color	The color of the outlines in the Venn diagram.
stroke_alpha	The transparency of the outlines in the Venn diagram.
stroke_size	The width of the outlines in the Venn diagram.
stroke_linetype	The style of the outlines in the Venn diagram.
set_name_color	The color of the font used to label each habitat.
set_name_size	The size of the font used to label each habitat
text_color	The color of the font used to report the value in each compartment of the Venn diagram
text_size	The size of the font used to report the value in each compartment of the Venn diagram

Details

corePhyloVenn generates a Venn diagram showing either the percentage of the phylogenetic branch length or the absolute phylogenetic branch length shared between the core community phylogenies from all possible combinations of up to seven different habitat types. For more details, see Bewick and Camper (2025).

Value

This function returns a plot of the phylogenetic Venn diagram.

References

Bewick, S.A. and Benjamin T. Camper. "Phylogenetic Measures of the Core Microbiome" <doi:TBD>

McMurdie, Paul J., and Susan Holmes. "phyloseq: an R package for reproducible interactive analysis and graphics of microbiome census data." PloS one 8.4 (2013): e61217.

McMurdie, Paul J., and Susan Holmes. "Phyloseq: a bioconductor package for handling and analysis of high-throughput phylogenetic sequence data." Biocomputing 2012. 2012. 235-246.

Examples

#Test with enterotype dataset
library(phyloseq)
library(ape)
library(phytools)
library(ggplot2)
data(enterotype)

set.seed(1)

#Generate an example tree and label it with the names of the microbial taxa
enterotype_tree<-rtree(length(taxa_names(enterotype)))
enterotype_tree$tip.label<-taxa_names(enterotype)

#keep only those samples with gender identified
gendered<-which(!(is.na(sample_data(enterotype)$Gender)))
enterotypeMF<-prune_samples(sample_names(enterotype)[gendered],enterotype)

#Create a phyloseq object with a tree
example_phyloseq<-phyloseq(otu_table(enterotypeMF),phy_tree(as.phylo(enterotype_tree)))

corePhyloVenn(example_phyloseq,grouping=sample_data(enterotypeMF)$Gender,0.5)

holobiont documentation built on Oct. 17, 2024, 1:07 a.m.