6 QIIME2 Diversity Analysis

As described here

6.1 Alpha diversity metrics

  • Shannon’s diversity index (a quantitative measure of community richness)-
  • Observed OTUs (a qualitative measure of community richness)
  • Faith’s Phylogenetic Diversity (a qualitiative measure of community richness that incorporates phylogenetic relationships between the features)
  • Evenness (or Pielou’s Evenness; a measure of community evenness)

6.2 Beta diversity metrics

  • Jaccard distance (a qualitative measure of community dissimilarity)
  • Bray-Curtis distance (a quantitative measure of community dissimilarity)
  • unweighted UniFrac distance (a qualitative measure of community dissimilarity that incorporates phylogenetic relationships between the features)
  • weighted UniFrac distance (a quantitative measure of community dissimilarity that incorporates phylogenetic relationships between the features)

6.3 Expected output artifacts

  • Saved FeatureTable[Frequency] to: qiime2_process/core-metrics/rarefied_table.qza
  • Saved SampleData[AlphaDiversity] to: qiime2_process/core-metrics/faith_pd_vector.qza
  • Saved SampleData[AlphaDiversity] to: qiime2_process/core-metrics/observed_features_vector.qza
  • Saved SampleData[AlphaDiversity] to: qiime2_process/core-metrics/shannon_vector.qza
  • Saved SampleData[AlphaDiversity] to: qiime2_process/core-metrics/evenness_vector.qza
  • Saved DistanceMatrix to: qiime2_process/core-metrics/unweighted_unifrac_distance_matrix.qza
  • Saved DistanceMatrix to: qiime2_process/core-metrics/weighted_unifrac_distance_matrix.qza
  • Saved DistanceMatrix to: qiime2_process/core-metrics/jaccard_distance_matrix.qza
  • Saved DistanceMatrix to: qiime2_process/core-metrics/bray_curtis_distance_matrix.qza
  • Saved PCoAResults to: qiime2_process/core-metrics/unweighted_unifrac_pcoa_results.qza
  • Saved PCoAResults to: qiime2_process/core-metrics/weighted_unifrac_pcoa_results.qza
  • Saved PCoAResults to: qiime2_process/core-metrics/jaccard_pcoa_results.qza
  • Saved PCoAResults to: qiime2_process/core-metrics/bray_curtis_pcoa_results.qza

6.4 Expected output visualizations

  • Saved Visualization to: qiime2_process/core-metrics/unweighted_unifrac_emperor.qzv
  • Saved Visualization to: qiime2_process/core-metrics/weighted_unifrac_emperor.qzv
  • Saved Visualization to: qiime2_process/core-metrics/jaccard_emperor.qzv
  • Saved Visualization to: qiime2_process/core-metrics/bray_curtis_emperor.qzv

6.5 Exploring beta diversity metric

    • Qiime2 uses Emperorinteractive tool[3] for exploring beta diversity metrics