Data from: Phylogenetic influence on gut microbiome diversity within an African herbivore community
Authors/Creators
Description
Data (both phyloseq-R object from imported QIIME2 artifacts, and demultiplexed EMP-paired end sequences from Argonne National laboratory) and R code
Raw sequencing reads from Argonne National Laboratory:
- Undetermined_S0_L001_I1_001.fastq (barcodes)
- Undetermined_S0_L001_R1_001.fastq (forward)
- Undetermined_S0_L001_R2_001.fastq (reverse)
HerbivoreMeta2.tsv – Metadata file with each row representing individual samples and columns representing sample ID (SampleID), host species (sample_Species), sex (Sex), geographic zone each sample was collected from in Etosha National Park (Zone), feeding strategy of host species (FeedStrat), gut morphology of host species (GutMorph), waterhole site sample was collected from (Waterhole), and host taxonomic family (Family)
Herbivorerooted-tree-filtered.qza – QIIME2 artifact created after filtering sequences and creating rooted tree for phylogenetic diversity analyses
Herbivoretable-clean-unassigned-Unk-Euk.qza – QIIME2 artifact created by filtering out mitochondria, chloroplasts, unassigned taxa, Bacteria-only assigned taxa, and Eukaryota-only assigned taxa from Argonne National Lab sequences
Output.nex – Host phylogenetic tree file using mammalian phylogeny subsets (1000 trees) from VertLife
Physeq_srs2.rds – Normalized phyloseq object
Physeq2.rds – Phyloseq object created with HerbivoreMeta2.tsv, herbivorerooted-tree-filtered.qza, herbivoretable-clean-unassigned-Unk-Euk.qza, and taxonomySILVA.qza and used for downstream analysis in R
Pseq.rel2.rds – Normalized phyloseq object with bacterial community composition
taxonomySILVA.qza – QIIME2 artifact created from SILVA reference database to assign taxonomy to Argonne National Lab sequences
QIIME2 steps.rtf – Step-by-step code used in miniconda3 for joining, quality-filtering, and demultiplexing EMP-paired end sequences from Argonne National Laboratory and creating QIIME2 artifacts for downstream analysis
Phyloseq.R – Creates phyloseq object from imported QIIME2 artifacts
Alpha_tests.R – Analyzing alpha diversity metrics by herbivore family
Beta_tests.R – Analyzing beta diversity metrics by herbivore family; PERMANOVA tests analyzing weighted and unweighted UniFrac distances by herbivore family; Mantel tests correlating host divergence times and UniFrac distances; Simper analysis identifying taxa driving differences between host families; generating Fig. 2, Fig. 3, Fig. 4, Additional Fig. 1, Additional Table 1, Additional Table 2, and Additional Table 3
Files
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Additional details
Related works
- Is published in
- Thesis: https://commons.nmu.edu/theses/863 (URL)
Funding
- Northern Michigan University
- Excellence in Education Award
- Northern Michigan University
- Charles C. Spooner Award
- Northern Michigan University
- Biology Development Fund
- United States Department of Energy
- Financial Assistance Award DE-EM0005228
- Northern Michigan University
- Faculty Research Grant