VDJ Metrics
File: [sample_name]_VDJ_metrics.csv
Metrics specific to TCR and BCR data, also broken down by chain and by cell type (experimental).
This file is only output when the experiment included an appropriate TCR/BCR assay, and the VDJ_Version
option is
selected.
Overall VDJ Metrics
Metric | Definition | Major contributing factors |
---|---|---|
Reads_Cellular_Aligned_to_VDJ | Number of reads with a valid cell label and UMI that aligned to a VDJ gene segment per chain category. | Sequencing quality Library quality |
Reads_Contig_Assembled | Number of cellular VDJ aligned reads that were assembled into a contig. | Cell viabilityLibrary quality |
Reads_VDJ _Annotated | Number of reads in contigs passing e-value quality filter. | Cell viabilityLibrary quality |
Reads_Putative | Number of Reads_VDJ_Annotated that came from a putative cell. | Cartridge workflow performance |
Reads_Corrected | Number of putative VDJ reads that are from dominant contigs and remain after distribution-based error correction. | Cell viabilityLibrary quality |
Pct_Reads_Corrected | Percent reads of the above metric relative to Reads_ Contig_Assembled. | Cell viabilityLibrary quality |
Mean_Reads_Corrected_per_Putative_Cell | Average corrected reads per putative cell. | Cell viabilityLibrary quality |
Molecules_VDJ_Annotated | Number of molecules represented by reads in Reads_VDJ_Annotated metric. | Cell viabilityLibrary quality |
Molecules_Corrected | Number of molecules represented by reads in Reads_Corrected metric. | Cell viabilityLibrary quality |
Mean_Molecules_Corrected_per_Putative_Cell | Average number of molecules per putative cell (Molecules_Corrected_Putative / num putative cells). | Cell viabilityLibrary quality |
Dominant_Contigs_Mean_Nucleotide_Length | Average protein-coding nucleotide length for all dominant contigs. | Library quality |
Dominant_Contigs_Pct_Full_Length | Percent of dominant contigs from putative cells that are VDJ full length contigs. | Library quality |
Dominant_Contigs_Pct_With_CDR3 | Percent of dominant contigs from putative cells with CDR3. | Library quality |
Chain_Category | Category for chains such as BCR and TCR. | VDJ recombination |
Chain type metrics
Chain type metrics are identical to overall metrics except that they are split by VDJ chain type, such as TCR Alpha and BCR Kappa.
Cell type metrics
Metric | Definition | Major contributing factors |
---|---|---|
Cell_Type_Experimental | Inferred cell type. Cell type is inferred, either from the mRNA targeted panel expression data or from relative counts of BCR vs TCR | Sample typemRNA panel |
Number_cells | Number of cells classified as this cell type. | Sample type |
BCR_Paired_Chains_Pct_Any | Percent of cells of each type that had both a BCR heavy chain and BCR light chain (Kappa or Lambda). | Cell viabilityLibrary quality |
TCR_Paired_Chains_Pct_Any | Percent of cells of each type that had either TCR Alpha and TCR Beta, or TCR Gamma and TCR Delta. | Cell viabilityLibrary quality |
BCR_Paired_Chains_Pct_Full | Percent of cells of each type that had full-length contigs for both BCR heavy chain and BCR light chain (Kappa or Lambda). | Cell viabilityLibrary quality |
TCR_Paired_Chains_Pct_Full | Percent of cells of each type that had full-length contigs for either TCR Alpha and TCR Beta, or TCR Gamma and TCR Delta. | Cell viabilityLibrary quality |
[chain_type]_Pct_Cells_Positive | Percent of cells of each cell type that had at least one valid corrected contig of the listed chain type. | Cell viabilityLibrary quality |
[chain_type]_Pct_Cells_Full_Length | Percentage of cells from each cell type which had a full length contig with the listed chain type. | Cell viabilityLibrary quality |
[chain_type]_Mean_Molecules_per_Cell | Mean number of corrected molecules of the listed chain type in each cell type. | Cell viabilityLibrary quality |
High Quality Filtered Cell Metrics
High quality filtered cell metrics are identical to cell type metrics, but only for the subset of cells that were designated high-quality B or T cells, as described in the TCR/BCR analysis steps.
VDJ DBEC Graphs
File: [sample_name]_VDJ_DBEC_images.tar.gz
A tar.gz file archive containing a PNG image file for each chain type that underwent VDJ DBEC correction. The PNG file depicts a histogram of the "Chain Read Counts per Cell Label" on a Log10 scale. A vertical dotted red line indicates the location of the DBEC threshold that was applied. If a chain type did not have sufficient read depth to undergo DBEC correction, an image will not be generated for that type.