Data structures, clustering and testing for single cell immune receptor repertoires (scRNAseq RepSeq/AIRR-seq)


[Up] [Top]

Documentation for package ‘CellaRepertorium’ version 1.10.0

Help Pages

$-method Access public members of ContigCellDB object.
$<--method Access public members of ContigCellDB object.
.cluster_permute_test Cell permutation tests (internal)
canonicalize_cell Find a canonical contig to represent a cell
canonicalize_cluster Find a canonical contig to represent a cluster
ccdb_ex A preconstructed 'ContigClusterDB' from the 'contigs_qc' data
ccdb_join Join dataframe or SingleCellExperiment object with ContigCellDB object
cdhit R interface to CDHIT/CDHITest
cdhit_ccdb Use 'cdhit()' to cluster a 'ContigCellDB()'
cland Cluster "And" intersection
cluster_filterset A filtration of clusters
cluster_germline Cluster contigs by germline properties
cluster_logistic_test Test clusters for differential usage
cluster_permute_test Tests for independence between labels and covariates using permutation of cells
cluster_plot Make a plot showing properties of the clustering
cluster_test_by Test clusters for differential usage
ContigCellDB Construct a ContigCellDB
ContigCellDB-mutate Access public members of ContigCellDB object.
ContigCellDB_10XVDJ Construct a ContigCellDB
contigs_qc Filtered and annotated contigs of TCR from mice
crosstab_by_celltype Count contig UMIs by celltype
cross_tab_tbl Generate a 2d cross tab using arbitrary numbers of columns as factors
dim-method 'data.frame'-like mutation/accessor generics for 'ContigCellDB' objects
dimnames-method 'data.frame'-like mutation/accessor generics for 'ContigCellDB' objects
entropy Calculate the entropy of a vector
enumerate_pairing Categorize the pairing present in a cell
equalize_ccdb Take the intersection of keys in tables in 'x'
fancy_name_contigs Generate a legible name for a series of contigs
filter_cdb Create new or update existing columns of 'ContigCellDB' tables
fine_clustering Perform additional clustering of sequences within groups
fine_cluster_seqs Calculate distances and perform hierarchical clustering on a set of sequences
generate_pseudobulk Generate "pseudobulk" data from a 'ContigCellDB'
guess_celltype Guess the cell type of a contig from the chain ID
hushWarning Selectively muffle warnings based on output
ig_chain_recode Categorize the pairing present in a cell
left_join_warn Perform a 'dplyr::left_join()' but check for non-key overlapping fields
map_axis_labels Color axis labels
modal_category Calculate the entropy of a vector
mutate_cdb Create new or update existing columns of 'ContigCellDB' tables
ncol-method 'data.frame'-like mutation/accessor generics for 'ContigCellDB' objects
np Calculate the entropy of a vector
nrow-method 'data.frame'-like mutation/accessor generics for 'ContigCellDB' objects
pairing_tables Generate a list of tables representing clusters paired in cells
plot_cluster_factors Visualization of pairs of cluster factor
plot_permute_test Plot a histogram of permuted vs observed test statistic
print.PermuteTest Plot a histogram of permuted vs observed test statistic
print.PermuteTestList Plot a histogram of permuted vs observed test statistic
purity Calculate number of cluster-subject singletons for the purposes of permutation testing
rank_chain_ccdb Rank contigs, per cell, by experiment-wide prevalence of 'cluster_pk', which is added as the 'prevalence' field
rank_prevalence_ccdb Rank contigs, per cell, by experiment-wide prevalence of 'cluster_pk', which is added as the 'prevalence' field
rbind-method Combine 'ContigCellDB' along rows (contigs, cells or clusters).
rbind.ContigCellDB Combine 'ContigCellDB' along rows (contigs, cells or clusters).
reexports Turn an object into a tidy tibble
right_join_warn Perform a 'dplyr::left_join()' but check for non-key overlapping fields
split_cdb Split into a list of 'ContigCellDB()' by named fields
tcr_chain_recode Categorize the pairing present in a cell
tidy Turn an object into a tidy tibble
tidy.PermuteTest Plot a histogram of permuted vs observed test statistic
tidy.PermuteTestList Plot a histogram of permuted vs observed test statistic
[-method 'data.frame'-like mutation/accessor generics for 'ContigCellDB' objects
[[-method 'data.frame'-like mutation/accessor generics for 'ContigCellDB' objects