Heatmap: Cluster_142 (HCCA)

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(Showing raw values)

Gene
BOF 92
BOF 92,Log
CCMP1516,Log,5mM sulfate,ESAW,15C
CCMP1516,Log,25mM sulfate,ESAW,15C
CCMP2090
CCMP2090,Log,1HHQ+DMSO 24h,F/2-Si,18C
CCMP2090,Log,1HHQ+DMSO 72h,F/2-Si,18C
CCMP2090,Log,10HHQ+DMSO 24h,F/2-Si,18C
CCMP2090,Log,10HHQ+DMSO 72h,F/2-Si,18C
CCMP2090,Log,100HHQ+DMSO 24h,F/2-Si,18C
CCMP2090,Log,100HHQ+DMSO 72h,F/2-Si,18C
CCMP2090,Log,18C
CCMP2090,Log,DMSO 24h,F/2-Si,18C
CCMP2090,Log,DMSO 72h,F/2-Si,18C
CCMP370,pH7.8,Aquil,20C
CCMP370,pH8.1,Aquil,20C
CCMP371,17C
CCMP373,Log
CCMP373,Stationary
CCMP374,Log
CCMP374,Stationary
CCMP374,pH8.3,F/2-Si,18C
CCMP379,pH8.3,F/2-Si,18C
PLY M219,pH7.8,Aquil,20C
PLY M219,pH8.1,Aquil,20C
RCC1253
RCC3782
RCC6660,Log,pH7.2
RCC6660,Log,pH7.5
RCC6660,Log,pH7.8
RCC6660,Log,pH8.2
RCC6666,Log,pH7.2
RCC6666,Log,pH7.5
RCC6666,Log,pH7.8
RCC6666,Log,pH8.2
UNC1419,Log,Aquil,12C
0.0 0.0 0.0 2.61 0.0 0.0 0.0 0.14 0.0 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.01 2.61 2.08 0.0 0.0 0.0 1.18 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
18.67 18.28 64.01 53.53 12.43 7.95 9.8 11.59 9.52 17.75 18.72 46.31 11.05 10.55 22.8 23.88 8.28 45.98 44.27 54.22 38.83 6.55 21.27 9.13 9.24 6.64 3.91 27.65 31.63 28.02 31.89 31.79 35.34 22.38 28.94 16.55
0.0 0.0 17.47 18.0 2.13 1.48 1.58 3.35 3.17 10.67 6.72 11.43 3.07 3.25 10.49 6.63 0.96 26.02 73.3 4.56 3.69 0.0 5.46 5.88 4.93 1.54 1.28 0.28 1.35 0.52 12.98 0.42 0.43 0.44 0.45 1.9
10.05 5.16 4.79 8.22 2.02 2.12 2.53 2.27 2.7 3.9 3.01 2.67 2.24 2.56 3.77 3.16 2.07 1.0 3.4 2.38 7.0 10.25 3.72 2.85 2.68 1.0 1.52 5.24 6.29 6.42 4.71 5.33 5.11 4.05 5.38 2.43
10.93 3.93 21.3 33.48 1.52 1.08 0.65 1.01 1.0 0.47 0.4 6.83 1.07 1.03 12.96 15.48 0.28 25.13 29.41 12.79 18.73 8.94 9.0 6.72 7.37 1.06 0.07 5.74 7.56 7.04 8.89 4.54 5.18 6.09 4.55 0.63
8.81 5.04 21.32 36.43 0.36 3.9 5.04 7.32 5.09 12.51 10.74 6.74 6.85 4.98 21.66 22.28 12.99 55.65 50.65 24.81 18.23 4.65 36.01 28.03 20.99 18.68 26.1 14.48 12.56 12.01 22.17 10.91 10.61 9.25 12.1 3.58
1.36 0.2 5.03 4.45 1.1 0.64 0.71 1.42 0.78 2.72 2.29 3.19 0.93 0.62 2.98 3.46 0.95 0.97 0.7 1.06 2.34 0.95 1.33 2.29 2.88 1.71 0.92 0.79 0.9 1.36 2.6 1.17 0.95 1.18 1.29 0.18
0.0 0.07 4.72 5.96 0.74 0.18 0.15 0.71 0.52 0.87 2.38 0.53 0.84 0.19 0.0 0.0 0.02 8.66 5.08 0.0 0.0 1.15 3.96 0.89 1.66 0.15 0.47 1.01 0.85 0.46 1.36 1.06 0.91 0.69 0.92 0.0
22.56 1.33 11.87 61.95 3.87 13.23 14.12 11.67 12.84 11.58 8.35 8.64 10.96 12.15 2.62 0.83 0.21 30.14 55.55 0.0 0.0 0.0 4.57 0.61 0.0 6.83 4.17 1.03 0.0 1.06 0.0 1.11 0.38 0.0 0.77 0.6
2.66 3.91 13.83 10.61 0.53 0.29 0.42 0.71 1.11 2.78 3.45 3.6 0.32 0.69 7.76 8.56 0.67 3.47 5.88 0.81 0.68 0.77 5.76 4.62 5.06 0.5 0.39 1.42 1.66 1.66 9.7 1.24 1.44 0.75 1.17 0.81
13.3 18.06 53.76 99.67 0.1 7.33 13.56 11.59 13.13 12.79 9.71 32.86 14.4 15.11 33.62 29.56 16.88 42.06 107.88 13.03 42.99 9.41 0.0 5.43 5.39 11.17 10.78 37.03 17.75 15.77 50.41 21.59 26.8 15.63 29.94 15.39
42.69 0.0 50.05 84.48 10.14 10.2 11.35 13.54 14.4 17.5 18.13 22.37 15.06 12.94 17.87 23.72 10.45 21.71 41.67 54.71 36.36 10.5 19.45 13.76 18.98 24.65 15.88 1.96 1.9 0.0 44.58 1.57 1.46 5.04 1.64 0.0
0.13 1.27 6.76 7.0 0.06 0.02 0.01 0.42 0.17 1.16 1.18 0.54 0.07 0.04 2.04 1.85 0.03 4.47 1.65 1.21 0.81 0.05 0.0 0.0 0.0 0.22 0.03 0.0 0.0 0.0 2.55 0.0 0.0 0.0 0.0 0.0
0.38 0.93 2.25 4.07 0.1 0.09 0.12 0.07 0.06 0.35 0.6 0.26 0.05 0.17 0.95 1.05 0.25 2.85 3.71 0.08 0.33 1.24 1.32 0.64 1.16 0.05 0.29 0.0 0.0 0.0 0.87 0.0 0.0 0.0 0.0 0.6
0.0 0.0 3.83 10.22 0.11 1.6 1.3 0.79 0.99 0.86 0.5 0.0 1.56 0.91 0.0 0.0 0.02 0.05 0.04 0.34 0.0 0.0 0.55 1.1 1.44 0.08 1.13 0.0 0.0 0.0 0.01 0.0 0.0 0.0 0.0 0.0
4.78 1.96 4.13 8.4 0.83 1.08 1.28 1.56 1.27 2.51 1.8 1.99 1.23 1.52 3.61 2.47 1.74 3.24 8.69 0.95 3.18 10.06 3.89 2.65 2.95 0.74 1.13 4.76 4.56 2.68 5.65 3.54 4.13 3.34 3.69 1.81
0.0 0.0 3.04 3.09 0.25 0.19 0.35 0.46 0.35 0.74 0.74 0.5 0.42 0.45 0.0 0.0 0.0 4.56 2.07 0.0 0.0 0.0 4.03 0.0 0.0 1.2 1.44 0.65 0.55 0.59 1.62 0.78 0.49 0.53 0.74 0.0
14.93 22.38 39.11 49.79 4.38 3.06 2.59 5.77 4.23 8.05 7.79 17.25 4.87 3.42 26.1 28.56 8.02 41.92 48.76 31.06 58.53 33.96 15.75 15.19 13.09 9.76 15.69 16.86 16.27 16.31 27.83 17.81 17.85 14.85 16.31 19.6
0.0 0.0 0.75 1.83 0.1 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.97 0.75 0.0 0.0 0.0 0.0 0.08 0.16 0.0 0.0 0.15 0.6 0.0 0.67 0.0 0.18 0.18 0.31 0.0
8.81 5.04 21.32 36.43 0.36 3.9 5.04 7.32 5.09 12.51 10.74 6.74 6.85 4.98 21.66 22.28 12.99 55.65 50.65 24.81 18.23 4.65 36.01 28.03 20.99 18.68 26.1 14.48 12.56 12.01 22.17 10.91 10.61 9.25 12.1 3.58
10.62 6.77 20.99 24.65 0.05 0.44 0.96 1.62 0.98 4.7 3.65 2.29 0.98 1.13 17.35 18.39 4.34 21.33 40.69 7.69 20.69 1.73 6.41 12.37 9.12 4.38 13.27 5.35 3.2 2.71 14.44 4.46 4.42 2.92 6.08 2.82
0.0 0.0 82.16 110.94 25.52 11.07 8.6 6.38 6.12 19.39 32.97 40.72 9.88 7.71 0.0 0.0 1.82 188.66 72.34 1.21 0.59 0.09 24.19 13.23 12.77 14.37 23.9 11.52 9.08 8.49 28.24 8.1 9.46 12.51 15.58 35.37
0.0 0.0 7.53 8.05 0.67 1.04 0.71 0.72 0.87 1.33 1.59 1.49 1.16 0.6 0.0 0.0 0.0 2.91 2.34 0.0 0.0 0.0 1.58 0.0 0.0 0.5 1.06 1.53 1.55 1.62 4.72 2.27 2.8 2.33 2.19 0.0
76.27 22.91 209.31 248.37 28.84 32.89 29.72 40.03 30.06 57.72 59.4 64.8 36.0 28.25 27.99 23.14 13.43 173.67 163.41 107.15 88.58 48.45 64.54 74.97 66.83 21.17 29.28 46.9 46.41 47.53 119.28 38.05 31.41 34.55 43.49 21.22
2.55 0.0 4.4 21.95 0.59 0.35 1.35 1.78 0.24 0.8 1.21 0.53 2.22 0.55 4.54 3.62 0.56 26.46 33.85 5.68 4.41 1.59 4.6 8.31 5.88 0.81 0.31 0.0 0.0 0.0 1.77 0.19 0.0 0.0 0.0 5.96
1.77 2.71 4.07 6.36 0.29 0.38 0.28 0.88 0.36 2.08 1.08 0.34 0.3 0.17 2.5 3.08 2.17 2.67 4.09 2.38 4.65 2.05 0.37 2.57 2.01 1.63 2.0 2.09 2.0 1.72 3.3 1.36 1.5 1.04 1.85 1.01
5.35 0.38 25.78 27.29 1.25 1.19 0.91 0.83 0.76 2.38 4.87 17.49 1.16 0.32 4.79 6.97 0.82 26.18 36.02 0.77 1.0 3.11 7.23 5.38 5.36 0.95 1.1 2.78 1.22 1.53 10.66 2.01 2.0 1.59 1.81 6.23
1.15 1.84 66.27 42.36 0.3 1.22 1.06 1.55 0.52 0.99 3.25 49.14 1.03 0.27 0.0 0.0 1.72 17.4 36.11 0.61 9.66 0.0 0.0 0.45 0.0 0.3 0.27 4.94 7.7 7.21 34.67 2.58 3.36 5.04 1.47 1.06
1.32 2.59 3.22 12.96 1.42 0.77 1.27 1.57 0.88 1.8 1.8 0.91 1.26 1.16 6.65 4.76 2.58 5.64 8.51 2.13 3.24 0.3 2.99 2.35 1.98 0.6 0.43 2.2 0.98 4.58 2.31 0.79 2.05 1.65 1.86 0.89
0.06 1.76 8.86 9.71 0.75 0.74 1.02 1.2 1.39 1.93 1.24 1.82 0.97 1.17 6.1 8.16 4.75 9.33 9.8 14.89 16.0 3.57 5.52 9.0 11.17 3.97 4.86 1.82 2.18 1.52 4.88 0.82 1.5 1.43 1.56 0.0
7.37 2.27 37.84 71.63 0.29 1.68 3.28 3.65 3.87 4.82 4.77 15.03 3.15 3.35 9.25 7.62 6.59 29.51 68.97 33.22 48.15 3.38 19.01 16.98 12.24 2.75 5.85 12.76 11.99 8.0 30.63 18.47 20.19 12.45 12.92 0.36
0.0 0.0 7.56 54.1 2.17 6.09 5.89 1.44 4.98 2.32 0.52 2.08 1.06 1.44 0.0 2.12 0.4 0.0 0.0 0.0 0.0 5.83 0.0 0.0 0.35 0.0 0.01 0.24 0.0 0.14 2.06 0.0 0.09 0.08 0.0 0.79
0.59 0.03 1.86 1.65 0.26 0.16 0.2 0.28 0.24 0.51 0.6 0.95 0.2 0.18 0.8 1.05 0.24 0.17 0.0 0.0 0.13 0.12 0.43 1.35 1.57 0.02 0.33 0.19 0.28 0.36 1.05 0.22 0.28 0.2 0.25 0.13
1.0 0.35 12.79 20.3 1.89 1.46 2.06 2.23 2.05 4.29 4.14 6.03 1.54 1.64 4.09 3.91 1.1 3.6 1.29 2.94 1.08 1.71 3.59 10.45 10.33 2.83 2.59 0.39 0.89 0.86 6.35 0.57 0.68 0.48 1.25 0.0
10.05 5.16 4.79 8.22 2.02 2.12 2.53 2.27 2.7 3.9 3.01 2.67 2.24 2.56 3.77 3.16 2.07 1.0 3.4 2.38 7.0 10.25 3.72 2.85 2.68 1.0 1.52 5.24 6.29 6.42 4.71 5.33 5.11 4.05 5.38 2.43
0.0 0.0 57.47 89.13 4.83 5.55 5.09 9.6 7.19 10.08 12.95 7.88 5.51 4.73 0.4 0.31 0.16 0.0 0.0 0.0 0.0 1.13 24.26 37.65 36.47 4.44 7.0 1.18 1.4 1.1 19.74 1.31 1.04 0.61 1.33 0.0
0.0 0.0 11.14 23.37 0.12 0.13 0.11 0.22 0.48 0.41 0.29 1.85 0.3 0.23 0.0 0.0 0.0 21.62 31.34 0.0 0.0 0.0 0.0 0.55 0.49 0.0 0.0 0.0 0.0 0.0 6.77 0.0 0.0 0.0 0.0 0.0
20.29 11.36 68.4 90.76 20.39 24.96 17.12 23.3 18.86 23.48 23.23 13.94 30.95 16.08 26.39 28.65 13.55 22.73 15.57 14.84 12.17 9.16 27.46 48.47 46.61 31.87 33.5 6.91 9.3 5.94 31.06 7.1 12.21 8.97 8.23 19.08
1.68 4.88 12.08 17.3 0.04 0.11 0.0 0.05 0.13 0.31 0.1 6.2 0.14 0.16 3.58 1.59 2.18 2.1 2.6 11.21 13.84 11.11 5.75 4.58 4.1 3.59 2.25 3.06 2.92 2.71 4.94 1.68 1.55 0.91 2.12 1.48
1.05 0.29 0.94 2.02 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.14 2.15 0.11 5.14 7.1 0.04 0.72 0.08 0.01 0.09 0.06 0.92 0.49 2.77 2.28 2.1 2.46 4.52 4.26 5.16 4.9 4.66
5.26 1.94 8.61 16.66 2.45 1.95 2.59 1.79 2.47 3.98 4.78 2.24 2.44 2.36 8.67 8.94 3.05 10.23 16.03 1.88 6.13 14.78 2.44 5.01 5.91 3.38 2.83 7.53 6.15 6.34 11.36 6.59 8.75 7.36 9.01 2.08
0.0 5.24 10.27 20.05 1.9 0.38 0.37 2.26 1.53 7.78 9.57 5.06 1.4 0.64 1.83 6.6 0.27 20.79 63.15 43.63 12.61 23.16 0.64 0.0 0.0 0.41 0.79 16.51 16.74 20.72 15.78 19.22 22.79 15.57 16.15 0.64
12.99 0.0 33.24 52.53 5.35 10.24 8.9 9.57 8.49 15.48 14.39 6.47 13.82 9.42 15.27 13.7 4.8 5.74 4.27 8.3 3.51 6.47 19.54 23.91 19.14 11.11 14.5 3.12 2.11 2.31 20.45 4.64 4.51 2.78 2.93 3.66
0.18 0.09 4.58 10.02 1.03 0.34 0.69 0.65 0.75 1.0 1.66 1.59 1.14 0.49 0.74 1.93 1.11 9.46 16.93 1.3 1.13 0.0 0.13 0.27 0.46 0.0 1.1 0.0 0.51 0.0 2.62 0.0 0.0 0.0 0.0 0.0
1.35 0.59 5.64 8.35 1.05 0.41 0.43 1.48 0.71 2.52 1.36 0.89 0.91 0.5 0.0 0.0 0.0 3.03 1.72 4.28 3.91 0.43 0.0 0.0 0.0 0.85 0.49 1.25 0.92 1.12 2.99 0.92 1.07 1.02 1.19 0.0
7.74 9.25 24.31 27.28 2.24 1.78 1.81 2.54 2.33 6.58 4.39 15.88 2.24 1.34 6.35 6.82 3.24 27.73 26.18 10.42 13.18 1.99 2.25 2.5 2.89 1.19 0.81 3.14 3.05 3.36 8.4 3.74 5.92 5.02 2.74 8.56
1.04 1.18 7.46 8.77 0.0 0.05 0.08 0.24 0.0 0.26 0.0 4.02 0.18 0.39 3.29 3.38 0.6 5.11 14.98 3.32 13.25 1.24 3.24 4.95 2.41 0.48 0.26 1.36 2.06 0.66 3.46 1.04 2.1 2.01 1.24 0.92
19.43 0.0 44.54 49.85 2.51 0.08 1.04 1.25 3.3 4.6 10.0 25.07 2.1 2.45 14.64 32.52 0.33 39.11 17.87 0.0 0.0 0.0 23.17 11.19 9.83 0.0 0.0 7.01 14.56 12.91 20.65 11.28 0.0 3.8 14.63 0.0
26.86 1.65 14.63 29.66 5.23 5.17 4.89 5.8 5.0 7.22 7.33 10.67 5.26 4.52 8.25 12.08 3.97 35.03 71.56 8.32 21.67 29.89 7.83 13.14 15.69 10.75 3.9 17.89 16.77 17.76 23.36 20.54 20.16 18.12 19.93 12.38
7.0 0.42 8.44 10.18 0.62 0.47 0.38 0.77 0.62 1.44 2.14 0.84 0.41 0.48 1.28 1.68 0.72 4.01 5.7 0.98 3.89 3.59 2.36 1.02 0.78 0.77 0.9 1.98 1.06 1.05 3.52 1.41 1.59 1.44 1.86 0.94
1.35 0.59 5.64 8.35 1.05 0.41 0.43 1.48 0.71 2.52 1.36 0.89 0.91 0.5 0.0 0.0 0.0 3.03 1.72 4.28 3.91 0.43 0.0 0.0 0.0 0.85 0.49 1.25 0.92 1.12 2.99 0.92 1.07 1.02 1.19 0.0
1.04 110.36 295.42 263.19 0.19 1.69 2.57 23.7 5.37 42.48 62.07 17.59 1.72 3.08 90.78 42.88 49.86 227.01 412.11 389.75 356.91 8.86 85.81 250.83 119.09 44.75 109.59 65.53 17.09 12.04 60.37 30.98 19.75 12.01 22.04 44.03
0.62 0.34 6.74 9.1 0.51 0.34 0.41 0.42 0.35 1.18 1.4 2.15 0.55 0.47 3.64 4.3 0.91 7.2 3.87 0.06 0.36 0.37 4.51 3.08 2.09 0.67 0.99 1.94 2.11 1.73 2.58 2.87 3.13 1.6 2.38 2.09
0.0 5.24 10.27 20.05 1.9 0.38 0.37 2.26 1.53 7.78 9.57 5.06 1.4 0.64 1.83 6.6 0.27 20.79 63.15 43.63 12.61 23.16 0.64 0.0 0.0 0.41 0.79 16.51 16.74 20.72 15.78 19.22 22.79 15.57 16.15 0.64
3.82 0.0 7.57 12.48 1.91 1.06 2.24 2.43 2.2 2.27 2.57 8.74 1.5 1.64 6.99 5.14 0.53 26.37 17.85 1.86 1.41 3.01 1.78 1.65 0.9 1.01 1.05 0.88 0.62 0.74 3.2 1.28 0.96 0.72 0.89 0.15
24.85 39.57 37.17 34.16 0.31 0.49 0.54 3.02 1.95 5.86 6.25 4.34 1.05 0.96 19.51 17.39 8.61 26.11 16.3 21.89 37.75 56.01 11.76 8.62 9.41 5.81 14.19 13.55 11.16 11.38 15.06 13.52 16.47 17.62 17.37 10.37
25.06 2.36 94.28 123.23 25.99 24.88 22.77 33.67 22.61 41.81 43.11 40.12 31.31 21.94 15.97 17.06 5.47 65.38 76.83 63.62 59.41 22.38 27.65 33.58 29.07 24.0 28.9 3.84 4.69 4.1 36.14 3.95 3.72 3.4 3.45 12.39
2.67 5.8 10.31 12.72 2.28 2.42 1.61 3.27 1.63 1.65 4.27 1.91 3.39 1.94 4.78 3.57 4.01 13.84 8.35 7.11 10.42 1.06 1.11 9.65 5.9 1.08 1.82 4.76 2.47 3.47 5.76 2.39 2.38 1.81 2.15 2.12
1.16 0.0 8.45 6.08 0.24 0.2 0.73 0.98 0.63 1.44 1.27 0.95 0.37 0.44 4.28 5.56 0.27 0.27 0.61 0.0 0.0 0.23 2.13 2.26 2.22 0.0 0.0 0.08 0.11 0.17 4.13 0.0 0.09 0.0 0.0 0.0
0.0 0.0 1.95 2.18 0.0 0.0 0.01 0.01 0.0 0.0 0.01 0.02 0.01 0.01 0.0 0.0 0.0 5.58 8.49 3.11 6.31 3.84 0.0 0.0 0.0 0.0 0.0 3.55 3.5 2.8 1.78 2.81 4.32 4.44 3.11 4.36
1.56 0.0 3.79 4.87 0.02 0.0 0.05 0.01 0.07 0.04 0.17 1.29 0.02 0.01 0.1 0.05 0.06 2.8 2.07 0.93 1.63 1.06 0.0 0.0 0.0 0.04 0.04 0.0 0.0 0.0 1.65 0.0 0.0 0.0 0.0 0.0
11.67 25.51 11.44 16.18 4.65 4.69 5.32 4.94 4.86 8.15 11.05 3.97 7.91 6.21 4.15 3.83 8.2 36.54 16.76 14.8 33.0 3.56 0.83 10.74 10.64 9.0 6.87 5.09 7.99 6.65 11.08 7.21 6.45 7.98 9.2 4.32
0.0 0.0 0.4 2.74 0.16 0.05 0.07 0.14 0.13 0.02 0.08 0.1 0.16 0.13 0.22 0.38 0.0 3.93 3.28 0.0 0.51 0.14 0.0 0.05 0.24 0.0 0.0 0.0 0.0 0.0 0.47 0.0 0.0 0.0 0.0 0.0
0.0 0.0 0.0 24.69 3.57 1.4 5.4 5.71 1.61 3.27 2.62 0.67 2.91 3.37 0.0 0.0 0.0 19.98 41.47 0.0 0.0 0.0 0.0 0.0 0.0 3.53 3.75 0.67 1.58 0.2 0.65 0.0 0.44 0.71 0.41 0.0
0.0 0.0 0.0 7.14 0.3 0.36 0.49 0.69 0.49 0.0 0.11 0.0 0.04 0.19 0.0 0.0 0.0 5.82 2.2 0.0 0.0 0.0 0.05 0.0 0.0 0.47 0.12 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
26.3 12.38 33.39 24.03 0.11 0.24 0.31 2.55 0.5 4.24 6.86 4.1 0.36 0.29 8.2 7.41 7.21 25.01 82.1 1.62 6.66 7.29 25.54 7.25 4.33 14.01 23.15 1.83 0.6 0.7 5.16 3.14 4.78 4.13 3.09 9.29

Details

Raw expression values (TPM normalized), Green cells indicate low expression and red high. (Dark gray cells indicate missing values)