Table 2 Dimensionality of biological measures available in this dataset.
Biological measures | Platform | # of parameters | # of Samples | Timepoints per cell line& | Frequency (days) * | Total data points |
|---|---|---|---|---|---|---|
Cell cytology | Countess | 3 | 1,547 | Avg. 21 (7,41) | Avg. 7 (5,22) | 5 × 10e3 |
Cell morphology | Bright field microscopy | 2 | 1,547 | Avg. 21 (7,41) | Avg. 7 (5,22) | 3 × 10e3 |
Bioenergetics | Seahorse XFe96 | 34 | 468 | Avg. 9 (3,18) | Avg. 6 (6,7) | 16 × 10e3 |
Transcriptomics | RNAseq Illumina HiSeq | 28,633 | 345 | Avg. 8 (2,19) | Avg. 11 (5,15) | 1 × 10e7 |
Telomere length | qPCR | 1 | 496 | Avg. 7 (2,15) | Avg. 8 (4,15) | 500 |
DNA methylation | Illumina EPIC Bead Array | 865,817 | 479 | Avg. 7 (2,15) | Avg. 8 (4,15) | 427 × 10e6 |
Whole Genome Sequencing | Illumina HiSeq | ~3,200,000,000 | 94 | Avg. 6 (2,11) | Avg. 18 (8,28) | 301 × 10e9 |
IL6 | ELISA | 1 | 695 | Avg. 10 (5,20) | Avg. 8 (5,15) | 700 |
GDF15 | ELISA | 1 | 100 | Avg. 9 (7,10) | Avg. 21 (10,60) | 100 |
Cytokines | Luminex array | 52 | 76 | Avg. 8 (6,10) | Avg. 21 (10,60) | 4 × 10e3 |
cf-mtDNA | qPCR | 2 | 695 | Avg. 12 (6,20) | Avg. 8 (5,15) | 1.4 × 10e3 |
mtDNA copy number | qPCR | 2 | 494 | Avg. 10 (5,20) | Avg. 8 (4,15) | 1 × 10e3 |
mtDNA sequencing | Ion Torrent | 10 | 120 | Avg. 8 (4,14) | Avg. 8 (8,8) | 1.2 × 10e3 |