Table 1.
Summary of the Data Sets
| Source | Variant type | Samples | Unique variants | Variant calls | TPs | FPs | FDR, % | Total calls | Total FPs | FP sensitivity, % | CI lower bound, % |
|---|---|---|---|---|---|---|---|---|---|---|---|
| This study: Lab 1 | SNVs | GIAB | 27,202 | 136,146 | 135,945 | 201 | 0.15 | ||||
| Patients∗† | 2840 | 3699 | 3689 | 10 | 0.27 | 139,845 | 211 | 100 | 98.9 | ||
| Indels | GIAB | 3715 | 15,574 | 14,594 | 980 | 6.29 | |||||
| Patients∗† | 1749 | 2274 | 2262 | 12 | 0.53 | 17,848 | 992 | 100 | 99.8 | ||
| This study: Lab 2 | SNVs | GIAB | 5816 | 29,148 | 29,110 | 38 | 0.13 | ||||
| Patients∗‡ | 4359 | 4934 | 4804 | 130 | 2.63 | 34,082 | 168 | 100 | 98.5 | ||
| Indels | GIAB | 1185 | 3617 | 3343 | 274 | 7.58 | |||||
| Patients∗ | 267 | 389 | 372 | 17 | 4.37 | 4006 | 291 | 100 | 99.1 | ||
| Strom et al10 | SNVs | Patients§¶ | - | 108 | 107 | 1 | 0.93 | 108 | 1 | 100 | 5.1 |
| Baudhuin et al11 | SNVs | Patients‖ | 380 | 797 | 797 | 0 | 0 | ||||
| 1KG‖∗∗ | 736 | 736 | 736 | 0 | 0 | 1533 | 0 | N/A | N/A | ||
| Indels | Patients‖†† | 63 | 122 | 122 | 0 | 0 | |||||
| 1KG‖∗∗ | 26 | 26 | 26 | 0 | 0 | 148 | 0 | N/A | N/A | ||
| Mu et al12 | SNVs | Patients¶ | - | 6912 | 6818 | 94 | 1.36 | 6912 | 94 | 100 | 97.4 |
| Indels | Patients¶ | - | 933 | 928 | 5 | 0.54 | 933 | 5 | 100 | 62.1 | |
| van den Akker et al14 | SNVs | Patients¶‡‡ | 3044 | 5829 | 5524 | 305 | 5.23 | 5829 | 305 | 100 | 99.2 |
| Indels | Patients¶‡‡ | 526 | 1350 | 1142 | 208 | 15.41 | 1350 | 208 | 100 | 98.8 |
1KG, 1000 Genomes Project; FDR, false discovery rate [calculated as FPs/(FPs + TPs)]; FP, false positive; FP sensitivity, the fraction of FPs captured using the study's proposed criteria; GIAB, Genome in a Bottle Consortium; Indel, insertion or deletion; SNV, single-nucleotide variant; unique variant, a particular alteration which may be present in one or more individuals; TP, true positive.
Clinical and GIAB data were combined in the final analysis. GIAB data included on- and off-target calls.
Manual review removed certain FPs (particularly indels) and thus reduced FDRs in the Lab 1 clinical data.
Many of the clinical FPs were systematic errors in the OTOA and CFTR genes, which were tested in many patients.
The authors did not provide a count of unique variants. For the van den Akker study, it was calculated from the data provided.
CIs were calculated based on data from the publication. No such statistics were provided by the study authors.
The lack of FPs may have been a result of aggressive filtering, which can remove clinical TPs as well as FPs.
Only unique 1KG variants were analyzed. The results from the updated 1KG data mentioned in this article are described.
Most of the indels in patients were intronic and homopolymer associated. These are generally not clinically significant.
The relatively high FDRs in this data set may have been a result of under-filtering, which can also affect CIs.