Table 3.
Characteristics of some single-cell sequencing datasets. The number of samples is per patient. The number of cells, also per patient, only includes those which passed quality control and were used for mutation calling. The false positive and allelic drop out rate estimates are per genomic position. The number of mutations excludes those which only occur in one cell which are uninformative for the phylogenetic reconstruction. They may however include mutations occurring (or with missing data) in all cells which are also uninformative. These have been removed from the count of [70] and do not occur for the ER + tumour of [78] on in any of the patient samples from [80].
Cancer type | Year and reference | Number of patients | Number of samples | Number of mutations | Number of cells | False positive rate | Allelic drop out rate | Missing data |
---|---|---|---|---|---|---|---|---|
Myeloproliferative neoplasm | (2012) [69] | 1 | 1 | 712 | 58 | 6.04 ×10 −5 | 0.4309 | 58% |
Kidney | (2012) [70] | 1 | 1 | 35 | 17 | 2.67 ×10 −5 | 0.1643 | 22% |
Bladder | (2012) [71] | 1 | 1 | 443 | 44 | 6.7 × 10 −5 | 0.4 | 55% |
Colon | (2014) [87] | 1 | 1 | 176 | 63 | <1 ×10 −4 | >0.5 | – |
Breast | (2014) [78] | 2 | 1 | 40/519 | 47/16 | 1.24 ×10 −6 | 0.0973 | 1% |
Leukemia | (2014) [77] | 3 | 1 | ≤ 1953a | 11–12 | – | 0.12 | 28% |
Leukemia | (2014) [80] | 6 | 1 | 10–105 | 96–150 | – | ≤ 0.3 | – |
Breast (and xenografts) | (2015) [50] | 2 | 2/3 | 37/45b | 120/90 | – | ≈ 0.2 | 7–12% |
Ovarian (intraperitoneal) | (2016) [97] | 3 | 4–5 | 23–33b | 420–672 | – | – | – |