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Heatmap: Cluster_175 (HCCA)

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(Showing raw values)

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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
4.78 4.35 2.98 0.11 4.79 5.01 10.03 4.1 6.23 6.57 5.77 2.32 6.45 9.76 3.18 2.31 2.46 2.9 1.41 2.27 3.86 2.53 3.12 4.53 4.13 3.02 3.76 1.74 1.29 2.56 2.2 3.13 2.76 3.55 3.87 0.74
0.81 1.01 0.24 0.08 2.8 4.76 4.16 2.59 4.12 1.26 2.41 0.54 3.72 3.97 5.83 5.68 3.59 1.18 0.83 0.09 0.17 0.75 2.01 0.48 0.75 0.61 0.89 0.5 0.65 0.54 0.62 0.58 0.38 0.51 0.52 0.0
10.43 6.26 13.1 18.5 7.25 11.06 11.05 8.34 10.61 6.46 10.09 9.1 8.55 12.21 12.98 11.12 4.17 3.24 1.1 2.19 4.44 3.11 0.21 3.96 2.97 0.68 1.03 6.65 6.38 6.09 8.42 6.57 5.88 9.16 7.61 2.42
6.83 6.84 24.94 29.96 36.77 28.82 85.15 18.12 61.69 46.46 66.55 10.94 45.85 90.3 1.24 1.49 4.41 8.37 2.87 1.1 3.68 2.03 11.59 1.95 1.3 0.66 0.0 3.07 1.26 3.64 13.23 4.64 2.96 6.31 5.02 0.42
5.68 6.91 3.93 11.32 4.49 6.66 14.34 7.54 13.43 10.27 9.12 9.29 7.59 14.16 4.66 4.28 1.44 1.2 1.23 1.46 1.12 3.05 3.99 4.28 3.2 2.24 1.65 2.34 1.57 2.16 7.17 2.66 2.02 2.21 2.39 0.91
10.45 11.18 10.5 12.57 6.35 9.29 11.75 8.4 10.74 7.37 8.71 9.46 8.4 12.19 7.78 7.49 2.35 2.41 0.41 4.99 4.48 2.38 7.38 4.96 3.84 3.82 2.96 2.18 1.32 2.24 4.73 1.46 1.17 0.89 1.85 1.37
49.22 22.22 3.67 18.84 9.44 21.71 64.44 13.73 46.82 23.31 29.78 3.3 21.92 58.42 17.86 10.94 7.03 3.74 20.07 2.13 19.15 53.98 6.62 4.87 2.46 0.82 12.17 0.32 1.47 3.19 7.42 1.61 0.86 1.7 2.71 3.89
14.83 23.62 1.67 2.91 52.47 27.58 69.96 23.03 57.36 21.47 32.44 1.78 42.07 74.82 6.2 6.23 12.03 18.87 21.48 16.15 23.6 17.7 3.42 10.33 9.51 0.44 0.43 1.46 2.75 3.0 3.43 3.13 2.12 3.25 3.2 2.65
11.94 4.14 34.99 45.83 67.72 76.36 117.58 82.81 136.05 82.61 106.47 44.64 81.13 133.69 3.42 4.78 3.83 14.18 14.83 11.61 24.99 30.95 28.8 10.47 11.47 11.21 23.89 7.82 6.32 7.13 15.26 5.31 5.61 3.49 4.29 9.77
29.85 76.81 19.79 10.44 45.55 48.77 133.65 44.42 111.8 80.02 56.76 45.21 72.91 139.57 17.53 14.83 5.18 50.03 47.03 31.67 47.42 18.95 28.59 34.52 27.45 21.3 22.44 22.35 35.17 70.21 52.16 48.05 25.49 49.94 67.41 24.01
3.23 2.29 8.12 6.22 8.08 12.95 30.33 10.85 27.97 21.05 23.79 3.8 13.84 37.02 6.58 8.79 3.75 0.93 2.09 1.98 5.08 1.34 3.9 10.77 6.76 1.06 4.0 3.41 3.01 2.03 4.32 2.02 2.41 4.31 2.52 0.9
4.36 0.8 39.11 45.63 62.31 84.2 146.32 82.97 180.54 88.15 159.64 30.24 90.03 199.34 0.0 0.28 0.05 4.59 6.07 0.0 0.0 23.8 59.5 24.22 19.25 2.45 8.38 0.32 0.11 0.21 18.13 0.18 0.15 0.16 0.28 4.58
12.15 10.11 22.59 21.12 14.28 13.36 32.56 13.48 21.33 20.1 23.8 51.17 14.92 32.68 17.31 16.5 9.92 9.42 4.64 11.24 24.05 14.55 18.76 17.57 16.82 5.61 10.13 3.51 5.14 4.2 11.81 4.95 3.15 3.62 4.52 3.17
0.75 6.39 0.22 2.2 4.74 8.22 16.91 6.8 14.07 11.05 9.47 10.74 8.73 15.83 2.0 1.34 1.98 1.18 0.43 0.6 1.48 1.0 0.42 0.7 1.2 0.57 0.58 0.74 1.64 2.48 1.18 0.98 0.81 1.02 0.88 0.12
0.36 0.52 4.97 3.28 2.0 2.14 3.25 1.87 2.63 2.19 3.26 7.78 2.09 3.26 4.44 4.4 1.58 2.77 1.43 0.67 1.28 0.34 1.46 2.0 1.18 1.91 1.05 0.78 0.65 0.33 0.94 0.21 0.2 0.31 0.25 1.04
0.0 0.35 0.88 2.05 8.78 6.99 15.1 5.48 11.15 8.15 7.22 1.36 9.62 14.89 0.73 0.28 0.04 0.0 0.0 0.23 0.0 0.51 1.12 0.17 0.66 0.0 0.0 0.98 1.3 0.74 0.56 1.62 1.42 1.97 2.1 0.0
2.21 0.89 0.74 0.0 4.3 7.59 6.63 4.02 5.03 3.7 4.51 0.07 4.93 6.61 10.28 9.6 6.03 0.77 0.37 0.07 0.34 1.64 3.73 0.39 0.84 1.25 1.02 0.15 0.35 0.53 0.66 0.29 0.12 0.56 0.24 0.0
33.67 24.71 8.72 12.37 9.37 13.59 14.34 7.09 12.21 6.19 7.89 5.34 11.44 15.43 5.92 6.55 5.17 2.37 1.25 1.32 2.28 1.63 5.08 5.03 5.01 0.7 3.18 2.11 3.18 2.66 3.82 3.89 3.91 3.37 5.17 2.03
0.0 0.0 1.51 0.73 2.35 1.82 6.4 0.59 4.36 2.19 2.15 0.26 1.98 5.82 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.03 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
7.76 8.55 6.4 6.34 2.66 5.36 4.42 4.63 5.32 5.57 5.71 3.85 4.26 4.3 5.46 4.59 2.92 1.99 1.63 1.17 2.14 2.03 4.28 5.21 4.07 2.0 2.6 1.31 1.18 1.28 2.7 1.63 2.15 2.35 2.76 2.53
0.0 0.0 15.46 13.56 8.72 9.76 15.82 8.09 10.65 7.86 7.61 14.12 9.58 15.29 0.27 0.29 0.03 8.92 5.63 0.0 0.2 0.26 0.0 0.0 0.0 0.0 0.0 0.14 0.0 0.0 3.58 0.2 0.0 0.07 0.18 0.0
6.61 12.06 7.38 4.83 3.48 4.94 7.24 6.76 6.99 6.94 7.8 6.24 5.01 6.1 4.65 4.7 4.74 3.43 3.17 1.31 2.78 2.05 5.11 5.17 4.92 1.15 0.68 3.51 2.5 3.52 4.68 3.98 2.97 2.6 4.15 2.19
19.25 20.61 23.28 23.43 40.04 25.83 38.02 23.44 31.52 41.99 24.18 13.51 27.94 37.51 18.42 22.19 7.59 13.36 7.67 12.91 10.59 4.06 10.1 17.8 17.84 13.89 13.03 11.09 12.18 16.09 22.55 11.11 14.22 21.21 15.53 6.93
0.0 0.0 2.29 6.08 8.2 12.93 24.35 11.92 21.26 17.17 19.63 12.58 12.43 23.17 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 0.0 0.0 0.0 2.35 0.0 0.0 0.0 0.0 0.0
0.0 0.0 9.35 17.28 171.82 150.71 460.85 110.24 263.41 309.85 152.92 62.01 188.68 395.82 1.53 1.58 0.26 0.0 0.0 1.37 1.6 0.0 0.0 0.0 0.0 49.3 129.7 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 2.49
5.46 5.48 11.29 17.75 8.27 10.05 9.59 7.69 10.24 9.69 11.17 9.86 7.98 8.75 12.84 13.41 6.13 2.12 1.53 0.14 0.5 4.67 2.65 6.74 4.81 2.05 4.47 2.64 2.48 2.67 4.52 1.52 1.86 1.59 2.53 3.49
57.93 34.95 5.72 3.55 17.35 20.6 22.49 19.0 21.24 15.22 15.1 24.85 17.5 21.34 5.3 5.67 20.72 14.41 10.59 11.25 13.65 16.77 2.88 3.33 2.8 0.92 3.65 1.69 2.58 2.93 2.03 2.74 2.78 3.62 2.43 1.96
0.0 0.0 1.82 16.98 42.55 24.17 58.49 17.85 49.2 42.07 31.29 3.77 26.51 56.61 0.37 0.0 0.03 0.0 0.0 0.0 0.0 0.26 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 1.3 0.0 0.0 0.0 0.0 0.0
19.46 15.39 15.66 9.08 23.36 23.72 56.44 23.96 35.8 35.41 42.8 32.18 26.79 57.51 33.13 31.56 20.66 30.42 15.78 22.76 46.87 23.95 27.4 26.1 24.66 9.5 15.17 3.09 4.24 4.94 9.68 6.09 2.85 5.47 4.67 3.79
86.58 66.99 29.48 70.94 23.4 41.31 100.78 44.6 77.58 48.72 46.76 26.24 39.4 102.52 60.76 55.8 42.09 18.54 28.39 15.39 51.42 70.97 64.71 47.86 37.22 22.17 57.58 12.91 16.48 26.14 38.69 11.81 7.54 12.99 15.04 16.2
68.92 58.69 9.21 22.82 20.68 48.69 119.74 27.79 92.14 33.34 50.48 28.17 49.31 124.55 5.77 3.25 1.66 30.09 80.84 6.43 134.86 134.67 7.39 3.3 1.6 2.86 66.74 0.7 0.55 2.72 16.89 0.8 0.4 1.4 4.47 0.28
1.18 0.0 1.23 0.56 12.4 7.26 13.82 7.93 11.84 7.26 6.67 4.79 8.0 15.29 1.67 2.4 0.31 9.76 8.42 2.76 8.48 1.44 0.61 0.57 0.39 4.02 3.05 0.19 0.12 0.05 0.38 0.11 0.15 0.22 0.04 3.32
5.35 2.66 6.26 7.17 17.62 19.3 42.03 18.92 25.74 30.37 19.25 15.33 22.08 38.35 17.28 20.64 7.27 0.0 0.08 14.33 9.18 5.67 7.93 0.0 0.0 4.91 3.88 5.3 10.53 10.61 6.81 5.06 5.14 6.25 6.61 5.67
0.0 0.0 1.79 5.22 21.16 13.77 34.18 4.2 21.07 9.92 8.09 2.74 15.32 31.08 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 0.0 0.0 0.0 2.52 0.0 0.0 0.0 0.0 0.0
10.43 6.26 13.1 18.5 7.25 11.06 11.05 8.34 10.61 6.46 10.09 9.1 8.55 12.21 12.98 11.12 4.17 3.24 1.1 2.19 4.44 3.11 0.21 3.96 2.97 0.68 1.03 6.65 6.38 6.09 8.42 6.57 5.88 9.16 7.61 2.42
1.32 2.22 1.33 15.78 18.02 18.72 56.91 15.05 34.87 47.94 28.89 3.48 22.51 54.32 6.3 6.55 1.41 0.36 3.22 2.19 3.75 0.87 2.57 3.63 4.06 1.62 2.91 2.07 1.47 0.86 6.26 1.93 2.65 1.56 1.83 4.86
57.93 34.95 5.72 3.55 17.35 20.6 22.49 19.0 21.24 15.22 15.1 24.85 17.5 21.34 5.3 5.67 20.72 14.41 10.59 11.25 13.65 16.77 2.88 3.33 2.8 0.92 3.65 1.69 2.58 2.93 2.03 2.74 2.78 3.62 2.43 1.96
40.44 61.4 18.94 29.09 14.49 13.78 33.09 13.6 24.24 18.0 17.68 7.03 16.41 37.01 21.91 24.54 19.89 7.36 5.91 6.08 14.21 8.52 13.01 16.61 15.99 13.88 23.96 7.9 8.17 9.52 17.53 10.71 10.81 13.7 13.84 4.46
1.82 33.79 4.41 1.28 17.48 21.3 19.91 18.33 20.65 5.71 19.29 14.98 16.28 21.96 13.19 13.06 20.93 0.34 0.12 7.36 9.23 3.77 0.65 6.87 5.89 3.0 5.42 2.39 2.37 3.22 2.51 4.48 2.35 3.92 4.86 0.94
1.19 0.12 2.49 12.01 26.95 27.43 84.87 21.87 54.97 69.96 44.46 1.31 33.06 84.45 4.59 4.35 1.3 0.64 1.45 1.29 5.59 0.33 1.09 4.22 5.61 4.91 2.42 2.0 1.38 1.02 7.45 1.57 2.41 1.51 2.29 3.34
17.9 25.18 7.34 9.65 31.4 26.49 43.41 24.77 34.6 21.25 26.15 15.73 28.73 45.51 4.4 4.11 12.14 16.08 15.13 12.8 41.33 58.07 9.54 8.27 7.8 7.16 20.33 11.76 19.6 16.74 15.16 11.26 8.92 9.49 12.78 2.92
71.36 75.57 8.75 25.56 16.79 19.88 54.27 12.26 39.6 23.95 18.61 15.16 21.38 56.09 35.6 29.87 19.36 0.0 0.0 17.71 34.09 24.81 0.0 13.53 13.73 5.17 12.45 9.91 29.09 26.24 20.98 24.94 15.64 18.78 20.91 21.85
0.0 0.0 17.63 35.85 34.95 53.36 74.44 37.76 66.99 34.26 61.55 29.55 46.37 83.57 0.09 0.0 0.01 35.08 30.39 0.07 0.0 0.09 0.0 0.12 0.0 0.03 0.25 0.13 0.03 0.0 13.96 0.03 0.08 0.15 0.09 0.3
1.2 3.32 1.7 7.39 7.99 13.15 32.95 9.66 26.87 16.75 16.34 12.25 13.93 29.89 5.79 6.81 1.5 24.61 24.41 0.84 1.88 2.69 5.08 3.06 2.24 0.36 0.57 7.6 6.02 5.82 4.71 10.44 11.41 8.64 10.47 2.42
7.53 6.82 7.43 7.42 6.03 9.89 11.23 8.37 10.6 10.62 10.19 6.46 8.36 9.76 13.43 12.55 8.47 5.63 3.24 3.3 5.0 2.89 5.35 8.52 7.27 0.57 0.81 3.48 2.98 3.62 4.27 3.04 2.26 2.73 3.06 2.25
7.65 9.15 3.06 6.86 5.53 10.58 16.05 8.12 12.61 9.84 7.47 3.68 10.51 15.15 6.29 6.24 3.36 2.92 1.4 2.54 3.92 9.13 1.53 5.5 4.83 2.71 4.37 0.84 1.09 1.49 3.41 1.37 1.49 1.89 2.11 1.63
26.06 17.74 13.75 25.91 9.43 13.21 37.94 11.22 26.17 14.41 16.8 3.93 17.16 38.15 15.02 13.96 7.59 1.55 1.13 3.39 6.24 4.57 15.94 9.08 7.78 3.17 8.61 5.19 4.05 5.14 11.81 5.43 6.6 5.98 6.61 2.35
9.5 15.93 6.85 8.39 9.58 10.45 15.12 8.96 12.11 8.8 9.07 8.62 11.92 15.39 4.42 4.45 7.34 5.54 4.69 3.82 7.41 2.64 7.64 6.43 6.82 7.8 5.6 4.89 4.86 5.74 6.33 6.68 6.57 7.52 7.56 4.53
1.25 4.91 0.67 0.33 4.66 5.22 3.98 4.79 5.17 1.23 2.78 3.39 4.14 3.97 2.72 2.78 2.16 2.35 1.87 0.45 0.54 1.46 1.14 2.44 2.77 1.3 0.76 0.72 1.08 2.09 1.14 1.06 0.55 0.93 0.83 0.44
6.38 8.29 4.83 6.83 3.41 7.24 5.77 8.02 6.72 8.02 8.69 5.18 6.04 5.66 8.24 7.98 5.53 4.1 2.25 1.98 4.82 2.21 6.95 5.19 5.41 1.82 3.69 5.12 3.4 3.5 6.3 3.5 2.11 3.31 4.4 1.05
0.0 0.0 1.79 5.22 21.16 13.77 34.18 4.2 21.07 9.92 8.09 2.74 15.32 31.08 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 0.0 0.0 0.0 2.52 0.0 0.0 0.0 0.0 0.0
0.0 0.0 17.63 35.85 34.95 53.36 74.44 37.76 66.99 34.26 61.55 29.55 46.37 83.57 0.09 0.0 0.01 35.08 30.39 0.07 0.0 0.09 0.0 0.12 0.0 0.03 0.25 0.13 0.03 0.0 13.96 0.03 0.08 0.15 0.09 0.3
0.0 0.0 17.63 35.85 34.95 53.36 74.44 37.76 66.99 34.26 61.55 29.55 46.37 83.57 0.09 0.0 0.01 35.08 30.39 0.07 0.0 0.09 0.0 0.12 0.0 0.03 0.25 0.13 0.03 0.0 13.96 0.03 0.08 0.15 0.09 0.3
13.68 11.0 35.72 50.86 22.5 29.3 31.92 35.41 34.12 31.93 42.67 20.9 29.06 33.48 29.65 30.13 21.03 14.22 14.18 12.56 26.32 14.23 27.42 15.89 16.93 11.63 16.52 40.84 34.75 36.0 45.76 30.84 31.79 28.11 32.25 13.3
2.67 7.55 7.02 4.44 5.99 3.77 5.44 6.33 5.09 8.21 8.94 10.07 3.73 5.56 9.21 9.71 3.67 2.65 1.53 1.42 1.14 0.85 3.89 3.62 3.22 2.13 0.96 1.41 1.81 2.29 2.37 2.83 2.08 2.48 2.44 1.46
86.26 89.27 11.26 11.21 42.23 36.74 66.28 29.72 50.74 54.33 51.58 15.52 34.73 68.95 12.27 9.93 5.46 27.89 45.43 5.33 77.17 46.06 33.1 5.69 2.75 4.4 8.35 8.84 7.55 6.4 10.28 6.52 4.59 10.42 8.35 10.86
0.0 0.0 0.0 0.0 0.93 5.3 30.17 8.57 23.43 14.51 11.51 5.15 9.51 27.01 0.0 0.0 0.08 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 0.0 0.0 0.12 0.0 0.0 0.0
0.0 0.0 0.0 0.0 137.16 43.57 139.26 32.87 84.69 70.4 57.01 0.37 71.44 143.37 0.0 0.0 0.24 62.02 47.25 1.07 0.3 0.0 58.16 0.33 0.49 5.96 1.31 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
22.45 18.74 0.93 0.52 19.85 20.26 51.62 11.76 34.68 27.2 26.21 2.65 27.23 47.33 19.63 14.19 7.96 0.02 0.0 3.41 26.24 39.92 9.89 5.04 2.58 0.79 2.87 0.75 2.81 4.31 2.67 2.13 1.45 2.19 2.21 5.51
24.73 32.9 19.35 38.17 16.12 21.27 36.9 16.29 28.32 18.32 19.6 24.7 19.7 36.39 13.88 14.49 12.14 1.66 1.44 3.92 4.06 5.13 12.39 9.54 9.75 8.79 6.78 16.37 10.66 15.76 22.96 11.52 10.27 10.43 11.53 4.79
1.35 15.08 3.78 1.53 16.09 23.21 19.91 16.74 19.68 4.22 14.67 16.57 16.75 22.44 14.22 17.53 13.26 0.76 0.37 4.62 3.07 5.56 0.19 4.5 3.97 0.93 1.9 2.79 2.56 3.59 2.91 4.02 3.11 3.43 6.23 1.96
3.68 5.96 5.43 0.0 47.52 36.71 83.32 22.42 65.48 69.15 36.84 6.47 47.54 85.31 4.46 4.74 1.72 0.79 0.49 3.58 2.64 1.67 3.82 1.2 1.68 0.0 0.56 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 5.37
0.0 0.0 0.38 0.19 7.26 2.37 9.27 2.07 7.13 8.05 7.28 1.17 3.76 10.62 0.0 0.0 0.75 5.15 7.08 0.16 1.7 2.75 0.0 3.5 1.09 0.24 0.49 1.72 3.37 2.39 1.04 4.08 1.78 3.02 3.26 2.73
6.47 10.6 2.56 3.6 4.91 6.9 8.52 8.39 8.23 9.64 8.98 11.29 5.29 8.0 17.17 16.15 5.28 2.24 1.12 3.11 2.13 2.03 2.26 8.39 8.5 2.83 1.43 1.31 2.16 2.32 2.9 2.67 2.87 3.64 3.86 0.95
0.0 3.64 8.46 1.73 15.33 10.22 30.53 1.46 14.76 10.07 3.67 1.08 14.04 31.13 0.0 0.0 0.25 12.61 9.43 0.17 1.52 1.31 0.0 0.04 0.08 0.08 0.0 3.12 5.94 4.4 2.57 4.98 4.14 5.45 9.1 0.42
4.67 4.97 22.88 20.01 29.73 41.92 50.26 41.01 46.19 31.29 41.12 19.2 39.01 52.79 3.76 4.06 6.02 32.86 26.13 6.5 12.27 4.18 11.21 6.4 5.69 6.96 12.32 2.74 4.3 4.56 7.2 3.94 3.11 3.91 3.42 7.44

Details

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