High Throughput Sequencing of Stable Isotope Probing Data Analysis


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Documentation for package ‘HTSSIP’ version 1.4.1

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HTSSIP-package HTSSIP: analyzing high throughput sequence data from nucleotide stable isotope probing experiments
as.Num conversion to numeric
BD_shift Assessing the magnitude of BD shifts with 16S rRNA community data by calculating the beta diversity between unlabeled control and labeled treatment gradient fraction communities.
calc_atom_excess Calculate atom fraction excess
calc_Gi Calculate G+C from unlabeled buoyant density
calc_Mheavymax Calculate the theoretical maximum molecular weight of fully-labeled DNA
data-physeq_rep3 (Data) A simulated HTS-SIP dataset
data-physeq_rep3_qPCR (Data) qPCR data associated with the physeq_rep3 HTS-SIP dataset
data-physeq_S2D1 (Data) A subset of full HTS-SIP dataset (Substrates=2, Days=1)
data-physeq_S2D1_l (Data) A subset of full HTS-SIP dataset (Substrates=2, Days=1)
data-physeq_S2D2 (Data) A subset of full HTS-SIP dataset (Substrates=2, Days=2)
data-physeq_S2D2_l (Data) A subset of full HTS-SIP dataset (Substrates=2, Days=2)
delta_BD delta_BD calculation
DESeq2_l2fc Calculating log2 fold change for HTS-SIP data.
evaluate_matches Evaluate String Interpolation Matches
expr_param_extract Extract all quoted values in the expression used for phyloseq subsetting.
extract_expressions Extract Expression Objects from String Interpolation Matches
extract_formats Extract String Interpolation Formats from Matched Placeholders
filter_l2fc Filter l2fc table
format_metadata Format phyloseq metadata for calculating BD range overlaps.
fraction_overlap Calculate the BD range overlap of gradient fractions
get_treatment_params Get parameters for subsetting the phyloseq dataset
gradient_sim Simulate HTS-SIP communities for 1 density gradient
heavy_SIP Heavy-SIP analysis
HRSIP (MW-)HR-SIP analysis
HTSSIP HTSSIP: analyzing high throughput sequence data from nucleotide stable isotope probing experiments
HTSSIP_sim Simulate a HTS-SIP dataset
match_brace Utility Function for Matching a Closing Brace
match_placeholders Match Expression Placeholders for String Interpolation
max_BD_range Adjusting BD range size if negative.
OTU_qPCR_trans Transform OTU counts based on qPCR data
overlap_wmean_dist Calculating weighted mean beta-diversities of overlapping gradient fractions.
parse_dist Filtering out non-relevant distances in distance matrix
perc_overlap Calculate the percent overlap between two ranges (x & y).
phyloseq2df phyloseq data object conversion to data.frame
phyloseq2table Phyloseq conversion to a ggplot-formatted table
phyloseq_list_ord_dfs Converting ordination objects to data.frames
phyloseq_ord_plot Plotting beta diversity ordination
phyloseq_subset Make a list of phyloseq object subsets
physeq_format Checking format of phyloseq object for HTSSIP compatibility
physeq_list_betaDiv calculating beta diversity for a list of phyloseq objects
physeq_list_ord calculating ordinations from a list of distance matrices
physeq_rep3 (Data) A simulated HTS-SIP dataset
physeq_rep3_qPCR (Data) qPCR data associated with the physeq_rep3 HTS-SIP dataset
physeq_S2D1 (Data) A subset of full HTS-SIP dataset (Substrates=2, Days=1)
physeq_S2D1_l (Data) A subset of full HTS-SIP dataset (Substrates=2, Days=1)
physeq_S2D2 (Data) A subset of full HTS-SIP dataset (Substrates=2, Days=2)
physeq_S2D2_l (Data) A subset of full HTS-SIP dataset (Substrates=2, Days=2)
qPCR_sim Simulate qPCR values
qSIP_atom_excess Calculate atom fraction excess using q-SIP method
qSIP_atom_excess_format Reformat a phyloseq object of qSIP_atom_excess analysis
qSIP_bootstrap Calculate bootstrap CI for atom fraction excess using q-SIP method
SIP_betaDiv_ord Calculating & plotting beta diversity for a list of phyloseq objects
stringterpolate String Interpolation
tss Total sum scaling