Table 3.
Summary of QC metrics for each PBMC sample. A total of six PBMC datasets were analyzed with the SCTK-QC pipeline.
GENCODE GRCh38 v27 | GENCODE GRCh38 v34 | SMART-Seq2 | ||||
---|---|---|---|---|---|---|
PBMC1k V2 | PBMC1k V3 | PBMC1k V2 | PBMC 1k V3 | Replicate 1 | Replicate 2 | |
Total number of genes detected | 58,347 | 60,669 | 58,347 | 60,669 | 33,694 | 33,694 |
Number of droplets, Droplet matrix | 737,280 | 6,794,880 | 737,280 | 6,794,880 | NA | NA |
Number of Cells, Cell matrix | 995 | 1223 | 996 | 1222 | 311 | 273 |
Mean counts | 3559 | 7576 | 3553 | 7576 | 390,058 | 292,971 |
Median counts | 3374 | 6637 | 3375 | 6640 | 388,420 | 290,819 |
Mean features detected | 1133 | 2088 | 1140 | 2104 | 2436 | 2795 |
Median features detected | 1106 | 1957 | 1109 | 1978 | 2406 | 2632 |
Scrublet, Number of doublets | 12 | 16 | 12 | 18 | 0 | 3 |
Scrublet, Percentage of doublets | 1.21 | 1.31 | 1.2 | 1.47 | 0 | 1.1 |
ScDblFinder, Number of doublets | 13 | 16 | 14 | 20 | 3 | 13 |
ScDblFinder, Percentage of doublets | 1.31 | 1.31 | 1.41 | 1.64 | 0.97 | 4.76 |
DoubletFinder, Number of doublets, Resolution 1.5 | 75 | 92 | 75 | 92 | 23 | 20 |
DoubletFinder, Percentage of doublets, Resolution 1.5 | 7.54 | 7.52 | 7.53 | 7.53 | 7.4 | 7.33 |
CXDS—Number of doublets | 51 | 195 | 53 | 183 | 19 | 4 |
CXDS—Percentage of doublets | 5.13 | 15.9 | 5.32 | 15 | 6.11 | 1.47 |
BCDS—Number of doublets | 91 | 91 | 69 | 71 | 17 | 8 |
BCDS—Percentage of doublets | 9.15 | 7.44 | 6.93 | 5.81 | 5.47 | 2.93 |
SCDS Hybrid—Number of doublets | 65 | 119 | 77 | 90 | 20 | 13 |
SCDS Hybrid—Percentage of doublets | 6.53 | 9.73 | 7.73 | 7.36 | 6.43 | 4.76 |
DecontX—Mean contamination percentage | 5.4 | 3.7 | 5.8 | 3.0 | 2.1 | 2.9 |
DecontX—Median contamination percentage | 1.7 | 0.9 | 1.8 | 0.7 | 0.7 | 1.3 |
A total of six PBMC datasets were analyzed with the SCTK-QC pipeline. Two GENCODE PBMC 1k datasets of differing 10x Chemistry were taken from GENCODE v27 and v34, resulting in a total of four datasets. Additionally, two SMART-Seq2 datasets from PBMC replicates were also taken. A per-sample summary table is automatically generated by the pipeline.