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. 2019 Mar;21(2):318–329. doi: 10.1016/j.jmoldx.2018.10.009

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.