Example described in the paper 'A Novel Data-Driven Boolean Model for Genetic Regulatory Networks' (Chen, L., etc., 2018)
data(ExampleTimeseriesData)An object of class 'list';
Chen et al.(2018), Front. Physiol., 25 September 2018, (Front. Physiol.)
data(ExampleTimeseriesData)
ExampleTimeseriesData
#> $`1`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $`2`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1
#>
#> $`3`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $`4`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1
#>
#> $`5`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene5 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene5 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $`6`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 0 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1
#> Gene5 0 1 1 1 0 0 1 1 1 0 0 1 1 1 0 0 1 1 1 0 0 1 1 1 0 0 1
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0
#> Gene5 1 1 0 0 1 1 1 0 0 1 1 1 0 0 1 1
#>
#> $`7`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene5 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene5 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $`8`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1
#> Gene5 0 0 1 1 1 0 0 1 1 1 0 0 1 1 1 0 0 1 1 1 0 0 1 1 1 0 0
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1
#> Gene5 1 1 1 0 0 1 1 1 0 0 1 1 1 0 0 1
#>
#> $`9`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $`10`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1
#>
#> $`11`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $`12`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1
#>
#> $`13`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene5 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene5 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $`14`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1
#> Gene5 0 1 1 1 0 0 1 1 1 0 0 1 1 1 0 0 1 1 1 0 0 1 1 1 0 0 1
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0
#> Gene5 1 1 0 0 1 1 1 0 0 1 1 1 0 0 1 1
#>
#> $`15`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene5 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene5 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $`16`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 1 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1
#> Gene5 0 0 1 1 1 0 0 1 1 1 0 0 1 1 1 0 0 1 1 1 0 0 1 1 1 0 0
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1
#> Gene5 1 1 1 0 0 1 1 1 0 0 1 1 1 0 0 1
#>
#> $`17`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $`18`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0
#>
#> $`19`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $`20`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0
#>
#> $`21`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene5 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene5 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $`22`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0
#> Gene5 1 1 0 0 1 1 1 0 0 1 1 1 0 0 1 1 1 0 0 1 1 1 0 0 1 1 1
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0
#> Gene5 0 0 1 1 1 0 0 1 1 1 0 0 1 1 1 0
#>
#> $`23`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene5 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene5 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $`24`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0
#> Gene5 1 0 0 1 1 1 0 0 1 1 1 0 0 1 1 1 0 0 1 1 1 0 0 1 1 1 0
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1
#> Gene5 0 1 1 1 0 0 1 1 1 0 0 1 1 1 0 0
#>
#> $`25`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $`26`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 1 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1
#>
#> $`27`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $`28`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 1 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 1 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0
#> Gene3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene5 1 0 0 1 1 0 0 1 1 0 0 1 1 0 0 1
#>
#> $`29`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene5 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene5 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $`30`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0
#> Gene5 1 1 1 0 0 1 1 1 0 0 1 1 1 0 0 1 1 1 0 0 1 1 1 0 0 1 1
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0
#> Gene5 1 0 0 1 1 1 0 0 1 1 1 0 0 1 1 1
#>
#> $`31`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene5 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene5 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $`32`
#> 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 1 0 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1
#> Gene5 1 0 1 1 1 0 0 1 1 1 0 0 1 1 1 0 0 1 1 1 0 0 1 1 1 0 0
#> 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43
#> Gene1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene2 0 0 1 1 0 0 0 1 1 0 0 0 1 1 0 0
#> Gene3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> Gene4 1 0 0 0 1 1 0 0 0 1 1 0 0 0 1 1
#> Gene5 1 1 1 0 0 1 1 1 0 0 1 1 1 0 0 1
#>