Heatmap: Cluster_98 (HCCA)

View as: (view raw or row-normalized)

View using InCHLib : here ( Experimental feature, still under development)

(Values are log2 transformed ratios of a genes expression in a sample divided by the mean expression level)

Gene
Glc+ (10 mM),0.5h
Glc+ (10 mM),1h
Glc+ (10 mM),3h
Glc+ (10 mM),6h
Glc+ (10 mM),12h
Glc+ (20 mM),0h
Glc+ (20 mM),0.5h
Glc+ (20 mM),1h
Glc+ (20 mM),3h
Glc+ (20 mM),6h
Glc+ (20 mM),12h
Glc-,0h
Glc-,0.5h
Glc-,1h
Glc-,3h
Glc-,6h
Glc-,12h
Heterotrophy,Mixotrophy
High light,0.5h
High light,1h
High light,3h
High light,6h
High light,12h
High light,Proteose
Low light,Proteose
Med light,0h
Med light,0.5h
Med light,1h
Med light,3h
Med light,6h
Med light,12h
Med light,Proteose
Med light,Proteose,-Fe
Med light,Proteose,-N
Med light,Proteose,-P
Med light,Proteose,-S
Med light,Proteose,Glc+
Med light,Proteose,H2O2
Med light,Proteose,Rose Bengal
Single cell
No light,Proteose
Whole cell,Autotrophy,ND+cerulenin,6h
Whole cell,Autotrophy,ND+cerulenin,12h
Whole cell,Autotrophy,ND,0h
Whole cell,Autotrophy,ND,3h
Whole cell,Autotrophy,ND,6h
Whole cell,Autotrophy,ND,12h
Whole cell,Autotrophy,ND,24h
0.72 -0.3 -0.16 -0.61 1.63 -0.6 0.64 -0.97 -0.45 -0.96 -1.07 -0.83 -0.98 -0.57 -1.01 -0.64 -0.51 2.22 -0.56 -0.48 -0.14 -0.21 -0.14 -2.36 1.39 -0.71 -1.04 -0.49 -0.56 -0.54 -0.44 -2.16 -2.34 0.13 -0.65 0.0 -3.96 -2.96 -2.51 0.51 0.11 0.61 1.16 0.43 0.76 0.51 1.0 0.19
0.58 -0.09 0.41 0.24 1.3 -0.03 0.25 -0.12 -0.35 -0.32 -1.22 -0.67 -0.48 -0.43 -0.57 -0.62 -0.87 1.56 -0.84 -0.38 -0.28 -0.47 -0.38 0.01 0.04 -0.62 -0.8 -0.42 -0.38 -0.27 -0.36 -0.46 -1.25 -1.0 -1.11 1.19 -1.29 -1.09 -0.21 -0.56 1.11 0.65 1.19 -0.17 0.26 0.35 0.2 0.28
1.2 -0.14 -0.62 -1.58 0.99 -1.48 0.03 -1.38 -1.99 -2.72 -2.07 -1.33 -0.9 -1.19 -2.34 -2.31 -1.38 0.99 -2.04 -1.9 -1.82 -1.63 -1.62 -0.83 1.18 -1.41 -1.76 -1.94 -1.94 -2.44 -1.77 -0.67 0.78 -2.07 0.28 0.87 -3.61 -0.43 -1.21 1.83 1.06 1.06 1.69 1.04 1.41 1.2 1.11 1.24
1.36 0.21 -0.02 -1.11 0.48 -1.38 0.54 -0.52 -0.99 -2.46 -2.3 -1.12 -0.09 -0.4 -1.67 -1.3 -1.0 0.52 -1.69 -1.25 -1.19 -1.24 -1.04 -0.03 0.47 -1.23 -1.56 -1.21 -1.38 -1.76 -1.87 0.17 1.17 -1.01 0.57 1.35 -2.37 0.12 -0.37 1.19 1.65 0.68 1.09 0.53 0.68 0.68 0.42 0.62
0.72 0.4 0.02 -0.38 0.44 -0.39 0.47 0.31 -0.34 -0.82 -1.34 -0.46 0.07 -0.23 -0.56 -1.13 -0.3 0.3 -0.19 -0.22 -0.69 -0.39 -0.4 0.63 0.04 -0.4 -0.32 -0.27 -0.39 -1.23 -0.64 -0.87 -0.39 -0.03 -0.21 0.26 -1.98 -0.69 0.21 0.63 1.52 0.31 0.8 0.13 0.68 0.42 0.29 0.31
1.02 -0.66 -1.16 -1.5 0.87 0.31 -0.19 0.24 -0.52 -1.41 -1.41 -0.47 -0.18 -0.59 -1.55 -2.21 -1.01 0.15 -0.04 0.14 -2.02 -1.52 -1.42 0.46 -1.92 -0.6 -0.18 -0.76 -1.84 -2.66 -1.32 -2.92 -5.13 -0.53 -4.77 -3.77 0.76 -5.43 2.02 3.76 1.42 -1.52 0.45 -2.1 -2.15 -2.38 -1.78 -2.21
1.21 0.54 -0.76 -0.95 0.05 -1.56 -0.42 -0.52 -0.41 -1.7 -1.68 -0.12 -0.25 -0.38 -0.68 -0.46 0.08 0.74 -0.08 -0.22 -0.04 -0.41 0.04 -1.78 0.63 -0.01 -0.09 0.04 -0.11 -0.71 -0.28 -0.34 -0.12 0.32 -0.28 -0.0 -1.87 -0.51 -1.2 1.61 0.26 0.45 0.53 0.43 0.76 0.57 0.42 0.56
0.79 0.24 -0.37 -0.24 0.71 -1.12 -0.43 -0.37 -0.5 -1.13 -1.79 -0.3 -0.28 -0.22 -0.51 -0.5 -0.06 0.73 -0.4 -0.27 -0.25 -0.2 -0.14 -0.82 0.81 -0.08 -0.28 0.01 -0.03 -0.15 -0.59 -0.06 -0.23 0.61 -0.66 0.44 -1.22 -0.24 -0.84 1.24 0.08 0.13 0.42 0.38 0.78 0.64 0.15 0.42
1.07 0.02 -0.82 -0.5 0.48 -1.1 0.18 -0.18 0.01 -0.64 -1.48 -0.22 -0.22 -0.36 -0.7 -0.83 -0.22 0.75 -0.55 -0.54 -0.17 -0.82 -0.47 -0.47 0.57 -0.21 -0.25 -0.17 -0.36 -0.67 -0.77 0.42 0.08 0.08 -0.17 0.95 -0.7 0.18 -0.78 0.76 -0.53 0.16 0.64 0.38 0.68 0.62 0.59 0.67
0.68 -2.18 -2.4 -1.75 1.54 -0.6 0.83 -1.62 -1.29 -1.65 -4.44 -3.28 -2.05 -1.39 -1.46 -1.6 -1.74 1.58 -2.28 -2.7 -1.48 -3.8 -3.15 0.32 2.16 -3.4 -1.72 -1.44 -1.54 -1.48 -1.14 -0.34 -0.88 -2.22 -0.93 1.74 -2.51 -0.92 -1.84 1.23 -0.86 0.2 0.51 1.11 1.79 1.7 1.79 0.84
0.85 0.1 -1.09 -1.69 -0.03 -0.99 0.47 -0.34 -1.25 -2.32 -2.52 -0.66 -0.44 -1.05 -1.88 -2.03 -0.45 0.22 -0.64 -0.58 -0.84 -0.67 -0.18 -0.84 -0.22 -0.41 -1.26 -1.19 -1.58 -1.91 -2.0 -0.82 -0.92 0.66 -0.45 0.95 -3.18 -0.37 1.62 1.73 2.26 0.73 1.23 0.33 0.83 0.48 0.17 0.5
0.37 0.12 -0.24 -0.56 -0.08 -0.07 -0.05 0.1 -0.6 -0.34 -0.53 -0.19 -0.09 -0.32 -0.4 -0.9 -0.06 0.2 -0.15 -0.5 0.04 0.06 0.14 -0.29 0.86 -0.07 -0.42 0.07 -0.36 -0.32 -0.28 -0.65 -1.18 -0.1 -0.6 0.46 -1.59 -1.07 -0.23 1.02 0.45 0.64 0.74 0.34 0.93 0.7 0.55 -0.26
0.38 -0.75 -1.42 -1.86 0.64 -1.04 0.34 -0.52 -1.05 -2.67 -2.55 -1.42 -0.38 -0.63 -1.87 -1.56 -1.34 0.25 -1.05 -1.02 -1.52 -0.85 -1.1 0.73 -0.41 -1.43 -1.64 -1.35 -1.77 -2.05 -1.61 0.59 1.71 -1.01 2.27 1.24 -2.04 0.96 0.4 1.41 2.06 -0.36 -0.29 0.55 0.36 -0.47 -0.76 0.6
-0.35 -2.79 -1.12 - 1.85 -2.11 0.51 -1.08 -0.29 -2.44 -1.02 -1.51 -0.53 -0.83 -3.02 -1.16 -1.47 2.24 -1.26 -0.79 -1.3 -2.91 -1.56 - 2.33 - 0.32 -0.0 - -2.19 -0.95 -0.64 -0.58 - 0.37 0.54 -0.62 - -0.48 - 0.7 1.5 0.69 0.87 1.45 1.41 1.14 0.42
0.22 -0.31 -0.34 -0.45 -0.03 -0.99 -0.04 -0.0 -0.39 -1.37 -1.07 -0.23 -0.16 -0.1 -0.47 -0.49 -0.57 0.37 -0.19 -0.51 -0.27 -0.22 -0.0 -2.3 0.96 -0.35 -0.27 -0.49 -0.44 -0.44 -0.29 -0.91 -0.2 -0.38 -0.5 -0.48 -1.27 -0.27 0.08 1.36 1.74 0.29 0.84 0.69 0.71 0.67 0.68 0.1
0.12 -1.03 -1.13 -1.59 1.36 -0.2 0.33 0.12 -0.98 -1.62 -0.98 -1.0 -0.81 -0.8 -1.32 -1.9 -1.32 0.73 -1.32 -1.17 -1.91 -0.61 -1.9 -0.11 1.82 -1.11 -1.21 -1.35 -1.32 -2.0 -1.69 -1.67 -0.46 -0.73 -1.25 -0.21 -2.82 -1.01 -0.59 0.01 1.35 1.22 1.32 1.06 1.63 1.18 1.47 1.36
1.35 -1.46 -0.07 -0.46 2.68 0.0 1.24 -0.03 -0.17 -1.08 -0.59 -1.48 -0.81 -1.04 -0.58 -1.16 -1.39 2.87 -2.19 -1.24 -0.34 0.64 -0.75 -1.31 0.6 -1.42 -1.66 -1.15 -1.17 0.17 -2.09 -2.21 -2.57 -0.53 -4.6 -3.3 -2.7 -3.92 -3.15 0.46 -0.94 0.6 0.27 0.27 0.51 0.03 0.21 -0.01
1.04 -0.34 -1.55 -1.81 1.28 -0.26 1.16 0.04 -0.74 -0.29 -1.28 -4.08 -0.59 -1.36 -2.66 -2.61 -2.54 1.27 -4.67 -5.09 -4.06 -1.32 -1.17 0.35 0.51 -4.19 -4.29 -2.94 -4.35 -3.66 -3.58 0.67 -1.39 -4.14 -1.51 3.21 -0.71 -2.05 -0.76 3.0 -0.51 -1.94 1.77 -0.47 -1.17 -3.07 -0.8 -0.36
1.01 -0.16 -1.49 -1.09 0.68 0.34 1.39 0.44 -0.02 0.39 0.05 -4.07 -0.03 -0.93 -2.53 -2.06 -2.19 0.83 -5.45 -4.57 -3.53 -1.36 -0.43 0.41 0.45 -3.66 -4.05 -3.01 -3.91 -2.84 -3.11 0.76 -1.37 -4.0 -0.88 3.57 -0.38 -1.28 -0.65 1.27 -0.17 -2.14 1.71 -0.66 -1.64 -3.36 -1.06 -0.22
0.96 0.19 -0.34 -0.43 0.66 -1.21 -0.41 -0.66 -0.51 -2.34 -2.55 -0.16 -0.09 -0.37 -0.85 -0.36 -0.03 0.64 -0.07 0.06 0.31 -0.36 0.09 -1.8 1.25 0.09 0.06 0.21 -0.07 -0.09 -0.16 -1.82 -1.77 0.68 -2.15 0.48 -1.81 -1.48 -0.64 0.65 -0.57 0.34 0.94 0.78 1.19 0.47 0.86 -0.13
0.36 0.02 -0.85 -0.88 -0.29 -1.16 0.07 -0.57 -1.07 -1.86 -1.89 -0.27 -0.14 -0.58 -1.21 -0.83 -0.3 -0.14 0.0 -0.24 -0.58 -0.43 -0.09 -0.9 1.24 -0.19 -0.5 -0.41 -0.72 -0.87 -0.17 -0.88 -0.76 0.18 -1.0 -0.44 -1.81 -1.05 0.94 1.75 1.85 0.3 0.96 0.01 0.75 0.79 0.98 0.37
0.96 -1.77 -1.94 -1.73 1.39 -2.31 -0.89 -2.33 -1.96 -2.47 -2.37 -1.87 -1.72 -1.47 -1.71 -1.6 -1.67 0.73 -1.85 -1.34 -1.19 -1.38 -1.3 -2.7 0.57 -1.83 -1.83 -1.41 -1.39 -1.46 -1.38 -2.99 -1.55 -1.71 -2.1 0.0 -2.05 -1.58 0.95 3.03 1.78 1.16 1.15 1.11 1.32 1.32 1.08 1.0
1.17 -2.32 -2.29 -4.05 1.58 -1.06 -0.23 -1.33 -1.19 -2.07 -2.51 -2.71 -2.09 -1.67 -1.35 -2.24 -1.44 1.33 -1.56 -1.64 -1.98 -1.64 -3.29 -0.27 1.21 -2.26 -2.17 -1.91 -1.79 -1.91 -1.98 -1.15 -2.42 -1.17 -1.88 -0.98 -3.46 -2.45 -0.62 2.85 -0.23 1.11 1.71 1.16 1.86 1.31 1.18 1.41
1.32 0.36 0.37 -0.33 0.77 -0.47 -0.27 -0.94 -1.13 -2.67 -2.43 0.58 0.3 -0.33 -1.4 -1.75 0.1 0.33 0.61 0.6 -0.78 -1.65 -1.18 -0.12 -0.87 0.57 0.67 0.23 -0.81 -1.95 -0.44 -2.21 -4.23 0.86 -4.1 -2.24 -0.19 -3.93 0.43 3.21 0.46 -0.7 0.49 -2.47 -1.33 -0.97 -0.47 -1.84
1.01 - - -1.93 2.38 -1.51 -0.09 0.07 -2.22 - - -2.21 -1.67 -2.37 -3.63 -1.69 -1.11 2.38 - -2.11 - -1.19 - 0.68 0.75 - -1.16 - - - -1.32 - - - - - - - -1.25 1.08 1.79 1.43 2.04 1.35 1.93 1.49 1.55 0.55
1.4 -0.33 -1.12 -1.4 1.63 0.5 0.06 -0.5 -1.28 -1.08 -0.48 0.09 -0.45 -0.54 -0.91 -1.61 -0.94 1.21 -0.52 -0.63 -0.54 -0.6 -0.27 1.24 -0.56 -0.14 -0.06 -0.47 -1.3 -1.66 -0.97 -0.84 -0.97 -0.81 -1.49 -0.03 -2.01 -2.86 0.07 1.69 -1.69 1.23 1.89 0.16 0.01 -0.3 -0.48 0.72
0.78 -0.31 -0.73 -0.71 0.73 -0.47 0.48 0.05 -0.63 -1.29 -1.55 -0.27 0.19 -0.33 -1.0 -0.66 -0.18 0.83 -0.62 -0.41 -0.92 -0.06 0.03 0.43 0.62 -0.18 -0.29 -0.3 -0.72 -0.74 -0.23 -0.58 -0.29 -0.08 -0.75 -0.07 -1.03 -0.7 -0.07 1.66 1.13 0.45 0.58 0.14 0.18 0.3 0.45 0.06
0.88 0.45 0.04 -0.41 1.22 -0.31 0.88 -0.36 -1.23 -1.63 -2.07 -1.37 -0.12 -0.4 -1.64 -1.25 -0.96 0.76 -1.45 -1.32 -1.4 -0.2 -0.69 0.95 0.45 -1.37 -1.46 -0.84 -1.26 -1.11 -1.29 -0.13 0.65 -1.14 -0.01 1.09 -2.17 -0.36 -0.41 1.42 -0.22 0.9 0.99 0.3 0.84 0.55 0.19 0.92
0.3 -3.05 -2.43 -1.36 1.12 -0.45 0.67 0.24 -0.19 -0.91 -1.44 -1.5 -0.15 0.16 -0.8 -1.06 -1.34 0.69 -1.64 -1.18 -0.76 -0.5 -0.57 -0.41 0.82 -1.43 -1.4 -1.19 -0.9 -1.18 -1.38 -0.59 -0.21 -1.37 -0.29 1.6 -0.49 0.03 -0.66 2.08 0.74 0.29 1.02 0.97 0.89 0.55 0.55 0.45
0.05 -0.64 -0.76 -1.14 1.09 -0.98 -0.16 -0.61 -1.42 -1.64 -2.16 -1.59 -0.68 -0.97 -1.74 -1.92 -1.05 0.82 -1.77 -1.9 -0.95 -0.35 -1.15 0.78 1.05 -1.41 -2.4 -1.24 -1.11 -1.77 -1.78 0.14 -0.1 -1.33 0.44 0.46 0.23 -0.48 0.39 1.53 1.44 1.25 0.9 0.56 1.16 0.91 0.9 1.08
1.0 0.48 -0.17 -0.25 0.85 -1.35 0.08 -0.34 -0.47 -1.44 -1.82 0.15 0.2 -0.21 -0.81 -0.69 0.19 0.63 0.43 0.26 0.32 -0.61 -0.25 -0.49 -0.76 0.13 0.39 0.32 -0.16 -0.76 -0.18 0.07 -0.17 0.72 -0.65 0.0 -1.64 -0.37 -0.89 0.73 1.24 0.06 0.65 -0.35 0.18 -0.19 -0.45 -0.26
1.61 0.97 -0.23 -0.95 0.92 -1.41 0.2 0.08 -0.2 -1.78 -1.43 -0.06 0.08 -0.17 -0.46 -0.87 0.38 1.09 0.32 0.21 0.13 -0.98 0.21 - -2.63 0.27 0.04 -0.46 -0.64 -0.43 -0.25 0.86 -0.09 -0.84 - 1.35 - - -0.73 -0.71 1.44 -0.18 0.6 0.13 0.51 -0.3 -0.16 0.1
0.79 -0.41 -0.28 -0.81 0.16 -0.49 -0.31 0.04 -0.1 -1.23 0.07 -0.01 0.43 -0.84 -0.64 -0.32 -0.32 -0.05 -0.05 -0.28 0.3 -0.21 0.12 0.71 -1.81 -0.03 -0.2 -0.52 -0.6 -0.65 -1.97 1.21 0.06 -0.43 1.15 0.85 -1.3 0.87 -0.2 -1.47 2.11 -0.12 -0.13 -0.68 -0.63 -1.41 -2.01 0.42
0.45 -0.36 -0.42 -0.64 0.24 -1.04 -0.2 -0.47 -0.5 -1.95 -1.97 -0.51 -0.51 -0.97 -1.12 -0.65 -0.38 0.56 -0.33 -0.21 -0.46 0.54 -0.17 -2.05 1.13 -0.25 -0.68 -0.43 -0.44 -0.48 -0.61 -0.27 -2.02 -0.19 -2.07 0.42 -1.06 0.26 -0.45 1.02 1.01 0.74 0.64 0.71 1.45 0.86 1.16 0.7
0.14 -0.48 -0.92 -0.47 0.52 -1.05 0.16 -0.3 -0.28 -2.07 -1.52 -0.14 -0.25 -0.25 -0.91 -0.68 -0.47 0.48 -0.3 -0.3 0.01 -0.08 -0.2 -0.41 0.7 -0.09 -0.57 0.26 -0.51 -0.17 -0.33 0.01 -2.85 -0.27 -2.9 -0.03 -1.08 -1.3 -0.01 1.04 1.29 0.63 0.65 1.05 1.16 0.97 0.64 0.45
1.82 0.27 0.07 0.73 1.36 -0.32 0.07 0.15 -0.16 0.09 -0.62 -0.04 -0.13 -0.02 -0.4 0.14 0.25 1.69 0.13 -0.3 -0.76 -0.1 0.25 -2.5 -3.02 0.24 -0.75 0.49 -0.7 -0.13 0.56 -2.54 -2.48 -1.23 -1.53 - 0.07 - -3.43 3.1 -1.2 -3.71 -2.21 -3.28 -3.0 -3.65 -2.93 -2.47
1.88 0.03 -0.06 -0.0 1.57 -0.86 0.93 0.01 -0.33 -0.93 -0.97 -0.94 -0.18 -0.5 -1.21 -0.69 -0.31 2.3 -0.66 -0.69 -1.32 -0.07 -0.88 -1.59 -2.69 -0.61 -1.43 -0.23 -1.11 -0.38 -0.5 -2.21 -3.15 -2.9 -3.2 - -0.61 -0.6 -1.28 3.71 -1.55 -3.38 -2.75 -3.04 -3.22 -2.65 -2.05 -2.52
2.22 -0.61 -1.5 -1.02 2.7 -1.04 0.61 -1.69 -1.84 -2.66 -0.58 -1.71 -1.79 -0.96 -1.12 -1.61 -0.9 2.83 -1.39 -0.35 -3.17 -0.33 -1.5 -0.48 -2.0 -1.8 -2.28 -1.53 - -1.0 -0.44 -0.92 - 0.38 -0.5 - -0.5 0.09 -1.41 3.43 -1.18 -2.62 -2.65 -1.86 - -3.62 -1.98 -3.62
-0.03 -0.79 -0.77 -0.52 0.38 -0.29 0.3 0.24 0.22 -0.19 -0.8 -0.74 -0.22 -0.26 -0.48 -0.41 -0.52 0.45 -0.85 -0.67 -0.56 -0.14 -0.58 0.26 0.78 -0.82 -0.81 -0.35 -0.72 -0.35 -0.43 0.1 0.28 -0.81 -0.52 0.68 0.24 -0.05 -1.02 1.18 -0.09 0.13 0.68 1.4 0.5 0.45 0.7 0.05
0.56 -1.8 -1.7 -2.08 1.15 -0.97 0.67 -0.62 -0.43 -1.22 -1.27 -2.1 -0.73 -1.35 -1.09 -1.26 -1.76 1.18 -2.29 -1.35 -1.13 -1.57 -1.2 -1.73 0.94 -2.2 -2.08 -2.16 -1.56 -1.95 -1.9 -3.31 -2.17 -1.6 -2.64 -0.33 -2.63 -2.62 -2.85 3.93 -0.19 0.15 1.31 0.67 0.7 0.29 0.55 0.27
-0.31 -1.27 -2.46 -1.78 -0.42 -0.03 0.26 0.07 -0.45 -0.33 -0.74 -0.19 -0.34 0.01 -0.26 -0.4 -0.5 0.55 -0.15 0.25 -0.39 -0.02 -0.5 0.17 0.35 -0.24 -0.45 -0.25 -0.68 -0.59 -0.39 -0.05 0.3 -0.02 0.38 0.5 -0.71 0.41 0.77 0.17 1.51 0.07 0.43 0.45 0.52 0.27 0.36 0.18
0.73 -1.8 -2.34 -2.2 1.56 -0.81 -2.0 -0.83 -1.05 -1.14 -1.2 -1.64 -1.48 -1.11 -0.81 -0.98 -0.81 1.84 -2.29 -0.99 -0.89 -0.0 0.01 -0.57 1.86 -1.7 -1.47 -0.9 -1.03 -1.22 -0.37 0.5 0.93 -1.52 0.5 0.67 -1.4 0.36 -0.36 0.14 -0.68 0.22 0.97 0.59 1.24 0.66 1.0 0.76
0.65 -0.53 -1.25 -0.98 0.3 -0.73 -0.2 0.06 -0.43 -0.71 -0.64 -0.46 -0.47 -0.54 -0.4 -0.08 -0.82 0.72 -0.65 -0.62 -0.07 -0.05 -0.23 -0.17 0.7 -0.47 -0.82 -0.56 -0.29 -0.1 -0.7 -0.34 -0.44 -1.09 0.66 0.06 -1.6 -0.01 -0.77 0.5 0.42 0.62 1.27 0.58 1.11 1.05 0.88 0.37
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Details

Dark gray cells indicate values where the raw expression is zero (cannot be log-transformed). Blue cells indicate samples where the expression of the gene is below average and red cells indicate the gene is expressed above average in the sample. White cells are average.