Heatmap: Cluster_286 (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
6.3 14.65 0.0 5.39 1.29 0.48 0.45 0.4 0.71 1.34 1.2 1.9 0.63 0.49 7.91 9.66 6.84 3.39 4.18 0.0 1.07 0.36 5.1 3.11 2.51 0.29 0.51 4.54 4.91 6.08 3.23 6.52 7.77 7.2 7.89 1.36
13.48 74.91 8.68 11.58 1.96 1.41 1.38 1.37 1.36 3.07 3.89 20.36 1.7 1.87 24.45 20.75 22.58 33.75 16.29 13.84 18.72 10.52 14.27 10.64 11.07 8.56 9.11 13.67 12.86 15.69 12.67 15.63 14.22 15.94 18.57 2.96
1.88 9.56 3.24 2.27 0.62 0.28 0.27 0.38 0.42 0.67 1.49 1.4 0.27 0.29 6.84 7.22 3.38 0.18 0.09 0.9 1.37 2.18 4.39 6.36 5.96 0.89 0.93 1.68 1.46 1.54 2.15 1.93 1.23 2.2 2.19 0.58
10.45 17.87 4.69 4.75 0.79 0.48 0.62 0.64 1.16 2.38 2.86 2.7 0.88 0.84 18.31 22.56 8.13 2.71 1.68 4.68 6.94 3.62 6.63 7.75 6.1 1.49 5.17 7.61 6.61 7.51 8.07 9.9 8.73 9.68 9.5 3.72
8.94 15.49 3.94 4.81 0.7 0.46 0.52 0.66 0.63 0.98 1.87 1.7 0.8 0.78 4.47 5.56 6.86 4.23 1.82 9.65 10.29 2.04 10.28 1.81 2.28 3.4 4.63 4.78 3.64 5.19 5.5 6.77 5.67 7.0 8.13 3.55
2.19 15.08 2.52 1.57 1.75 0.43 0.38 0.69 0.41 1.03 2.84 1.79 0.71 0.43 9.91 10.05 8.32 3.76 2.39 2.47 5.26 1.29 4.05 7.58 7.7 5.79 3.92 4.75 3.01 5.94 3.42 6.36 4.69 5.78 5.49 4.3
17.92 31.2 15.19 8.87 2.22 1.65 1.85 4.67 2.28 7.76 4.9 5.1 2.54 1.86 16.13 16.87 19.4 17.25 15.03 11.9 18.37 9.57 11.7 17.22 14.45 6.16 6.5 12.52 11.76 16.39 15.84 14.86 12.15 16.56 16.72 2.52
38.85 44.8 9.48 9.69 1.71 1.64 1.54 2.22 1.71 3.21 2.99 4.35 2.0 1.52 18.63 17.53 18.94 20.58 14.9 20.41 32.51 11.38 13.79 17.58 18.16 4.77 8.43 13.56 14.18 17.62 14.12 15.17 9.67 12.77 13.9 3.94
0.51 2.36 1.26 1.43 0.46 0.11 0.28 0.25 0.23 0.26 0.57 0.68 0.28 0.14 1.91 2.39 2.53 1.16 0.25 0.62 0.83 0.54 2.51 1.69 1.32 1.69 1.86 0.45 0.57 1.14 0.65 0.89 0.37 0.77 0.91 0.49
10.88 16.2 3.69 5.03 0.82 0.47 0.43 1.6 0.84 2.47 2.49 2.15 0.65 0.52 16.3 16.84 7.17 1.2 1.15 2.62 3.35 3.66 9.98 11.34 10.38 1.55 2.38 5.08 5.75 6.15 4.98 7.68 6.88 7.36 7.53 2.92
1.53 4.17 1.29 0.74 0.82 0.42 0.4 0.46 0.58 0.65 1.31 0.78 0.52 0.41 7.45 7.43 3.73 1.16 1.22 6.21 2.82 1.44 3.34 2.51 2.21 0.61 0.97 1.63 1.52 1.52 1.23 1.78 2.32 2.9 3.16 0.9
3.9 21.98 1.05 0.0 0.11 0.14 0.05 0.16 0.11 0.24 0.94 0.54 0.11 0.14 21.01 20.18 19.51 4.5 2.38 5.82 6.22 11.8 25.85 17.11 14.33 5.8 8.64 5.48 4.93 3.83 6.09 5.98 4.82 9.26 10.02 1.95
22.86 32.63 7.97 13.17 2.19 1.58 2.88 2.65 2.76 5.55 4.7 10.06 1.97 1.65 18.51 20.64 16.45 15.54 12.62 17.37 13.51 7.47 17.77 10.08 12.58 4.03 5.24 9.12 9.75 14.4 8.72 17.61 13.01 13.16 16.42 1.31
26.04 45.83 14.62 9.13 3.22 2.06 1.89 5.4 3.05 12.61 10.41 3.83 3.45 2.47 41.16 38.74 37.02 20.36 17.2 17.44 23.66 5.38 14.32 24.03 27.04 6.21 11.93 27.49 15.45 19.61 15.52 40.92 41.7 32.16 46.27 9.78
3.13 6.26 1.42 0.8 0.76 0.24 0.24 0.47 0.24 1.38 0.97 0.45 0.33 0.32 14.75 14.32 8.32 7.51 3.66 6.25 11.41 5.08 10.54 6.8 7.37 2.17 2.97 2.78 2.8 3.24 3.72 4.41 3.45 4.23 5.43 3.12
2.28 4.64 0.9 0.0 0.53 0.09 0.14 0.23 0.33 0.27 0.93 0.12 0.23 0.2 5.25 5.14 4.73 1.44 1.08 1.56 7.04 2.03 2.22 4.82 3.57 0.92 2.02 0.52 0.52 0.77 0.74 1.36 0.95 1.51 1.49 0.63
3.2 5.47 0.53 0.53 0.24 0.08 0.09 0.11 0.09 0.09 0.33 0.23 0.13 0.08 3.68 3.89 2.04 1.36 0.42 0.76 0.76 1.79 4.27 3.51 3.23 0.85 1.73 1.46 1.53 1.96 1.76 2.11 2.1 2.23 2.59 0.75
1.2 20.43 8.2 10.82 1.47 1.19 1.6 2.55 1.67 4.7 4.27 2.26 1.84 1.72 22.7 25.19 13.82 10.09 4.26 4.82 1.26 1.68 5.51 12.24 16.47 2.56 0.75 4.0 9.38 9.51 8.33 9.91 12.03 15.9 12.72 8.88
17.47 17.34 7.15 7.92 0.67 1.63 1.27 2.01 1.73 3.61 2.69 2.66 1.4 1.58 12.7 12.44 9.61 4.61 5.04 8.25 12.03 6.87 9.36 13.26 11.7 0.0 2.32 3.72 3.98 5.12 6.57 5.28 2.88 4.22 4.93 1.14
4.58 7.55 3.64 2.53 0.86 0.15 0.21 0.54 0.35 0.97 1.35 2.21 0.52 0.26 5.85 6.36 4.76 3.27 2.08 6.03 5.17 1.28 4.83 7.06 5.32 2.2 3.69 1.87 1.85 1.52 2.74 2.02 2.23 2.29 2.42 1.51
10.34 23.16 11.31 5.04 1.98 1.15 2.1 1.71 1.31 3.96 3.03 2.81 1.66 1.56 11.65 11.31 11.62 4.84 3.56 4.87 5.72 2.5 6.27 12.33 10.17 3.35 4.52 6.45 6.51 7.03 6.18 7.58 6.42 7.94 7.91 4.66
3.89 8.01 6.41 5.83 1.94 1.31 1.57 2.69 1.78 5.32 4.14 2.63 2.29 1.89 11.19 11.66 9.39 5.01 2.97 8.27 10.25 4.79 6.6 9.57 9.6 3.93 5.53 3.47 3.07 3.89 5.65 3.93 2.51 3.61 4.78 2.08
8.74 20.62 4.6 8.77 1.38 0.93 1.25 1.53 1.56 3.67 3.5 2.04 1.78 1.28 13.07 11.16 9.96 4.82 4.24 6.51 11.87 6.52 19.82 11.03 9.3 3.47 4.38 7.93 8.56 6.85 8.17 6.42 6.79 6.63 7.44 1.6
9.83 99.68 34.96 28.05 2.86 2.83 3.32 10.19 4.1 8.75 8.27 7.05 4.73 3.2 18.97 15.86 32.36 2.85 3.7 17.79 37.06 12.53 14.3 21.4 21.44 13.8 26.17 12.12 11.66 12.96 26.18 12.61 12.73 16.79 18.45 6.42
3.07 3.96 3.46 5.64 1.73 1.13 0.74 1.13 0.59 2.35 3.18 3.24 1.43 0.73 11.56 8.89 9.91 6.89 3.97 16.04 11.88 2.16 7.19 9.46 9.54 2.47 5.77 2.34 1.82 3.45 5.15 4.16 3.23 3.43 4.76 2.2
98.72 64.82 17.97 0.02 17.95 8.9 5.94 16.23 3.97 32.6 20.22 15.04 7.96 7.32 116.03 119.36 90.47 75.61 45.83 134.43 94.02 40.64 76.54 75.14 82.06 62.33 54.92 58.73 65.51 55.84 38.03 69.34 63.51 77.98 70.47 93.34
3.78 8.37 6.18 6.49 1.72 1.13 1.18 1.07 1.46 3.33 3.59 2.26 1.58 1.34 12.98 12.64 12.26 11.16 5.45 10.04 14.02 6.02 7.6 9.06 8.23 3.3 5.82 3.68 2.76 3.96 5.51 4.74 3.66 5.15 5.29 1.41
6.09 19.05 4.89 3.66 0.26 0.31 0.0 0.45 0.21 1.1 1.57 1.74 0.33 0.33 10.26 10.39 6.65 1.54 0.76 0.78 0.96 3.68 11.01 9.51 9.55 1.55 3.04 6.42 6.63 10.58 10.42 7.88 6.75 7.18 7.51 1.03
3.24 16.08 1.24 3.75 0.45 0.74 0.72 0.91 0.93 3.26 3.13 2.45 0.97 1.19 17.95 17.56 9.15 10.01 5.34 7.05 10.7 4.26 5.49 8.29 7.29 1.12 2.1 5.31 4.28 4.78 5.21 6.79 6.2 6.83 7.41 4.63
3.0 3.05 3.01 2.43 0.51 0.12 0.09 0.44 0.3 1.25 1.18 0.47 0.24 0.23 10.1 10.42 6.38 2.96 4.01 2.17 7.78 3.45 4.82 4.59 3.18 0.27 0.72 2.51 3.62 2.21 1.94 3.02 2.33 3.21 2.87 0.24
2.54 6.29 2.66 1.79 0.42 0.36 0.4 0.6 0.3 1.77 1.35 1.75 0.48 0.61 6.61 6.82 3.01 1.11 0.6 1.32 2.18 1.27 5.32 4.78 3.94 0.58 0.77 1.48 1.89 2.2 2.5 2.93 2.07 2.9 3.03 0.44
1.34 16.81 1.99 0.0 0.59 0.05 0.19 0.23 0.08 0.48 1.02 1.7 0.1 0.06 17.9 20.29 9.02 4.91 2.09 2.36 1.71 1.24 9.82 7.29 7.72 2.27 0.55 4.24 6.95 7.24 4.94 8.57 5.98 8.03 10.33 2.23
8.52 21.45 7.79 2.5 2.72 1.71 2.04 2.73 2.22 5.91 5.79 4.76 1.92 1.98 16.77 15.83 10.88 9.24 7.98 13.79 19.18 5.82 4.93 9.45 9.2 3.47 6.75 7.74 8.64 8.9 7.59 10.35 8.89 10.72 12.55 6.1
1.44 0.6 0.81 0.35 0.45 0.37 0.18 0.26 0.27 0.64 0.93 0.13 0.5 0.28 4.62 3.37 4.52 3.03 1.22 3.5 4.0 1.33 1.36 3.39 3.22 1.62 2.39 1.35 0.85 1.49 1.18 1.76 1.67 1.68 1.71 2.57
2.94 3.17 1.55 2.02 0.15 0.24 0.5 0.46 0.14 0.9 1.39 0.0 0.48 0.46 4.28 3.08 5.3 2.2 1.72 2.29 4.41 2.1 1.66 3.46 3.07 1.29 3.69 0.91 1.53 0.83 1.12 1.56 2.3 2.32 1.79 0.98
4.5 11.61 3.65 3.59 1.23 0.77 1.01 1.42 1.37 2.37 3.19 3.87 1.65 0.86 4.43 4.93 9.62 11.81 6.64 8.27 12.18 3.08 13.87 3.68 2.76 3.25 5.99 3.92 3.29 2.94 4.38 5.37 2.88 3.9 5.56 3.63
2.75 0.51 0.73 0.11 0.7 0.54 0.29 0.14 0.36 0.5 1.11 1.34 0.33 0.37 5.58 5.65 3.26 0.87 0.36 1.51 2.97 1.02 3.01 3.79 3.31 1.37 0.7 0.22 0.16 0.55 0.61 0.57 0.37 0.55 0.61 0.24
0.88 5.3 0.42 0.0 0.1 0.0 0.0 0.0 0.0 0.01 0.09 0.33 0.02 0.01 6.24 6.77 2.79 1.74 0.66 1.39 1.4 0.63 4.0 2.54 2.5 0.55 0.94 1.48 1.62 2.06 1.42 2.26 1.94 1.98 2.29 0.75
5.69 9.92 1.04 0.42 0.15 0.29 0.69 0.54 0.62 0.53 0.6 0.77 0.25 0.65 7.72 6.68 4.86 3.98 3.67 4.57 3.69 0.99 3.14 4.05 2.76 1.77 2.92 1.31 1.45 1.96 1.73 2.09 1.21 1.5 2.28 0.55
11.58 24.09 7.48 8.1 1.57 1.14 1.08 1.54 1.45 2.83 2.95 1.47 1.59 1.08 11.23 11.18 11.93 17.49 11.13 2.63 11.03 1.13 12.62 10.77 10.03 5.82 5.11 8.51 6.42 6.43 7.25 7.89 7.03 9.97 8.12 1.15
11.2 36.54 3.76 1.22 0.15 0.0 0.0 0.04 0.02 0.17 0.0 2.24 0.0 0.25 14.12 14.0 11.51 5.88 3.14 10.12 24.11 2.76 8.61 8.4 4.17 0.0 0.0 1.71 4.22 6.59 3.6 4.59 2.99 4.97 6.24 0.09
4.01 39.14 6.96 4.22 1.33 0.77 0.87 1.97 0.65 2.23 1.56 4.15 1.32 0.71 12.05 11.32 11.33 1.3 0.49 1.91 1.75 2.28 15.88 11.25 11.7 1.26 0.75 7.44 9.22 13.79 11.18 13.22 11.37 14.66 16.26 1.93
10.71 25.14 3.52 1.69 3.76 2.62 3.2 3.64 3.35 5.97 5.62 3.92 4.25 3.58 20.87 21.41 14.5 7.78 6.36 4.43 19.21 4.29 7.77 21.35 17.5 3.24 4.67 4.86 6.52 8.43 5.8 4.88 2.95 6.13 5.93 3.95
3.28 6.26 2.24 0.98 1.23 0.53 0.71 0.42 0.55 0.72 1.52 0.48 0.86 0.76 4.77 4.77 6.85 6.14 2.48 6.32 5.7 1.41 5.29 4.09 4.38 3.02 3.44 1.36 1.38 1.15 1.85 3.49 2.41 2.65 3.86 1.72
4.06 0.9 1.84 0.99 0.36 0.4 0.38 0.46 0.32 0.84 0.8 0.33 0.52 0.34 5.85 5.53 3.2 1.65 1.29 2.44 4.42 2.08 3.3 4.8 4.26 1.22 1.0 0.95 0.96 0.98 1.33 1.43 0.8 0.96 1.27 0.18
25.6 38.65 16.61 8.85 8.51 5.8 6.3 6.54 6.53 9.09 11.86 8.43 7.94 6.23 35.4 34.18 27.49 35.43 18.08 29.81 43.12 9.32 36.68 22.46 21.99 20.32 20.76 15.35 15.33 15.55 13.29 19.92 19.47 19.1 23.15 18.86
10.2 12.95 4.23 1.92 0.55 0.21 0.2 0.5 0.48 1.93 2.5 2.61 0.37 0.26 19.84 19.68 9.37 5.07 3.95 4.65 7.99 7.65 9.4 9.62 10.52 2.87 3.46 7.12 6.0 7.64 8.75 8.05 6.71 7.78 8.35 1.86
8.63 14.07 3.12 3.33 1.39 1.17 1.28 1.35 1.49 3.71 2.46 1.57 1.69 1.4 8.27 7.31 6.37 8.09 9.88 2.17 3.0 1.23 6.74 10.54 8.64 0.71 2.4 1.94 2.31 2.44 3.65 3.7 3.11 3.25 3.85 4.89
15.62 24.09 5.58 4.55 2.41 1.4 1.5 1.29 1.81 3.47 5.14 4.08 1.07 1.22 20.77 24.99 11.89 3.98 2.1 2.74 8.75 8.03 11.51 9.06 9.36 5.34 4.48 8.55 12.11 9.64 6.58 10.95 10.44 11.12 12.52 2.03
35.72 63.42 27.33 16.01 2.57 2.47 3.04 3.71 2.96 6.75 5.45 3.9 3.47 2.92 14.62 15.77 28.52 16.69 11.47 29.45 49.78 10.44 38.21 22.83 21.1 6.17 18.65 13.08 14.23 10.25 11.9 12.59 16.14 15.27 16.52 10.96
2.53 10.4 6.45 6.25 0.61 1.05 0.6 1.16 0.9 2.74 1.93 1.96 1.03 0.86 7.49 8.11 9.65 8.17 5.69 9.04 10.02 5.52 3.35 6.64 5.28 0.99 1.99 7.27 5.66 9.27 10.08 8.2 6.47 9.13 8.49 0.6
17.27 30.71 20.79 13.86 5.2 2.78 3.1 6.01 3.85 10.43 10.06 9.42 4.02 3.51 42.82 44.45 20.42 11.51 6.99 4.49 6.03 2.59 29.14 23.98 20.32 11.86 3.56 12.24 13.54 15.5 14.79 21.29 20.27 22.15 20.42 13.31
7.22 15.03 4.75 1.75 0.58 0.76 1.11 1.13 0.76 0.86 0.91 3.11 0.73 0.91 12.62 12.77 7.1 3.79 0.93 6.09 7.17 4.28 11.82 7.96 7.35 2.27 3.86 3.53 4.06 5.41 6.52 6.35 5.21 5.62 7.25 0.82
37.56 19.54 14.91 16.72 1.5 1.5 1.39 2.55 2.64 6.14 6.88 8.42 1.87 1.82 40.7 39.75 24.54 14.6 9.02 5.12 5.74 19.17 35.33 29.69 29.81 11.94 12.58 12.34 11.66 12.51 12.71 14.31 16.53 11.6 13.99 10.69
4.53 6.64 2.79 2.53 1.06 0.86 0.9 0.77 0.86 1.18 2.59 0.61 1.23 0.81 6.68 7.12 5.03 4.68 3.26 1.56 2.64 1.01 3.43 5.29 5.26 1.64 2.26 1.34 1.33 1.63 1.65 2.19 3.18 3.07 3.2 2.13
4.61 7.75 0.09 0.0 0.28 0.37 0.41 0.28 0.24 0.29 0.32 0.2 0.46 0.31 10.87 10.89 7.48 6.94 4.35 2.79 5.19 2.96 4.95 5.15 5.04 3.89 2.31 3.84 2.91 3.85 3.23 4.43 3.46 3.76 4.94 3.03
3.31 13.18 2.6 1.44 1.17 0.55 0.74 0.63 0.7 0.89 2.24 0.76 1.0 0.6 4.81 4.89 6.99 5.76 5.6 1.95 2.12 0.44 2.46 1.93 1.72 2.39 2.21 3.78 3.48 2.91 3.14 4.5 4.96 4.75 5.51 3.32
4.61 15.87 4.88 4.17 2.71 1.1 2.45 1.29 1.88 3.74 4.45 3.51 1.42 2.55 10.16 9.89 9.08 7.86 4.3 3.09 11.23 1.57 8.82 6.85 5.42 0.74 3.16 4.68 5.33 6.35 5.96 7.69 6.37 6.43 8.49 0.84
11.86 34.79 6.0 4.71 5.88 3.81 3.62 4.3 4.16 4.1 5.71 5.39 4.43 4.46 17.94 20.39 14.55 14.74 13.1 13.01 12.15 7.86 21.9 13.21 10.33 6.14 6.64 10.67 9.98 9.59 8.38 10.04 7.92 12.08 9.73 3.38
6.64 14.79 0.91 0.2 2.95 0.28 0.21 0.8 0.42 0.7 3.29 1.87 0.27 0.18 19.24 17.04 8.71 11.24 3.3 2.02 4.12 3.72 5.14 10.69 8.33 5.12 1.7 2.52 2.66 3.33 3.17 6.21 1.85 4.15 5.88 0.26
54.55 98.35 25.4 11.51 3.32 5.77 4.56 10.6 8.45 14.52 20.12 15.72 7.83 8.07 83.85 76.43 92.48 25.0 9.23 35.51 26.16 32.27 89.83 83.32 59.74 33.43 33.1 13.64 20.15 33.17 56.93 34.67 19.48 36.01 31.88 8.76
0.0 6.14 0.66 0.0 0.18 0.03 0.0 0.07 0.07 0.51 0.56 0.51 0.12 0.04 7.84 6.35 5.12 4.11 2.16 3.33 6.09 1.85 5.74 5.39 5.33 3.23 0.0 0.95 1.18 2.12 1.46 2.89 2.96 5.31 1.6 1.63
3.75 4.31 1.75 0.71 0.25 0.2 0.28 0.26 0.24 0.43 0.61 1.2 0.28 0.25 5.08 4.75 3.26 0.69 0.32 0.68 2.33 1.16 3.51 3.12 2.38 0.61 0.77 0.62 1.08 1.5 1.17 1.33 0.68 1.13 1.24 0.67
11.76 11.96 2.58 2.36 0.73 0.48 0.47 0.59 0.5 1.16 2.4 3.62 0.55 0.56 19.22 19.75 13.14 0.98 0.34 3.99 9.94 5.43 19.28 16.96 16.17 3.55 5.12 7.36 6.12 6.15 5.05 7.9 6.89 5.77 9.08 1.46
5.96 14.43 2.99 0.33 2.62 2.25 1.86 2.48 2.34 3.55 3.24 7.24 4.55 2.55 9.66 10.92 9.72 11.67 6.31 14.95 12.74 1.48 12.44 10.86 8.07 5.2 6.82 5.85 5.99 6.05 4.78 7.71 5.93 7.77 9.23 3.69
6.33 28.54 10.45 3.09 7.37 0.58 0.86 2.81 1.33 6.99 12.85 4.08 1.03 0.78 44.23 44.83 27.34 28.05 12.29 18.26 16.11 4.07 22.75 26.53 25.26 5.46 3.83 9.95 15.59 20.1 15.49 18.58 13.25 18.8 24.33 11.42

Details

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