Metagenomics‎ > ‎Wiki‎ > ‎

Alpha and beta diversity


Alpha diversity

species richness (number of taxa) within a single microbial ecosystem.
How many different microbial species could be detected in one sample?

Beta diversity

diversity in microbial community between different environments (difference in taxonomic abundance profiles from different samples).
How different is the microbial composition in one environment compared to another?

Bray–Curtis dissimilarity
- based on abundance or read count data
- differences in microbial abundances between two samples (e.g., at species level)
    values are from 0 to 1
    0 means both samples share the same species at exact the same abundances
    1 means both samples have complete different species abundances

Jaccard distance
- based on presence or absence of species (does not include abundance information)
- different in microbial composition between two samples
    0 means both samples share exact the same species
    1 means both samples have no species in common

UniFrac
- sequence distances (phylogenetic tree)
- based on the fraction of branch length that is shared between two samples or unique to one or the other sample
unweighted UniFrac: purely based on sequence distances (does not include abundance information)
weighted UniFrac: branch lengths are weighted by relative abundances (includes both sequence and abundance information)




Software tools

for calculating alpha and beta diversity