Benchmarking bulk and single-cell variant-calling approaches on Chromium scRNA-seq and scATAC-seq libraries

Table 1.

Quick reference for definitions of variant categories defined and used frequently throughout this study

Variant categories Other names Definition
Common ground truth WGS variants Variants derived from WGS
Pooled read Variants derived from pooled-read bulk calling on single-cell sequencing
Individual-cell variants Variants derived from individual-cell calling on single-cell sequencing
Pooled true positive TP Pooled-read variant that has a matching WGS variant
Pooled false negative FN WGS variant not detected in pooled-read variant calling on single-cell sequencing
Rare positive RP Variant that was detected in single-cell sequencing that was not present in the common ground-truth set
Union of rare positive (URP) scRNA-RP/scATAC-RP Union of rare positive variant calls for all callers performed on pooled scRNA-seq or scATAC-seq reads
Multimodal rare positive MRP URP variants seen in both scATAC-seq and scRNA-seq modalities
Single-cell-unique (scu) scRNA-scu/scATAC-scu Variant detected at the single-cell level in single-cell sequencing that was not called on pooled reads nor found in WGS

This Article

  1. Genome Res. 34: 1196-1210

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