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(Values are normalized against highest expression of the row)
Gene | Gametophyte | Male Gametophyte | Hermaphrodite Gametophyte | Gametophyte; Antheridiogen added at D-3 | Sporophyte | Seedling, sporophyte | Seedling, 24h of 2\,4-D treatment | Seedling, 48h of 2\,4-D treatment | Whole plant | Whole plant, 2\,4-D Auxin | Callus | Differentiating Callus | Proliferating Callus | Bulbil | Leaf | Leaf (without leaf tip) | Leaf Tip | Root | Root (without root tip) | Root Tip | Differentiated root | Shoot Apex | Shoot | Shoot Tip | Vegetative Frond | Frond |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Ceric.01G009900.1 (SUVR3) | 0.2 | 0.39 | 0.56 | 0.25 | 0.47 | 0.38 | 0.33 | 0.3 | 1.0 | 0.84 | 0.27 | 0.41 | 0.5 | 0.05 | 0.46 | 0.36 | 0.4 | 0.13 | 0.33 | 0.42 | 0.53 | 0.41 | 0.54 | 0.29 | 0.39 | 0.54 |
Ceric.01G021100.1 (Ceric.01G021100) | 0.29 | 0.47 | 0.6 | 0.36 | 0.5 | 0.58 | 0.49 | 0.38 | 1.0 | 0.93 | 0.63 | 0.46 | 0.44 | 0.1 | 0.5 | 0.36 | 0.56 | 0.1 | 0.44 | 0.43 | 0.81 | 0.73 | 0.46 | 0.56 | 0.58 | 0.72 |
Ceric.02G005400.1 (Ceric.02G005400) | 0.32 | 0.58 | 0.59 | 0.68 | 0.61 | 0.65 | 0.68 | 0.45 | 0.99 | 1.0 | 0.34 | 0.54 | 0.47 | 0.09 | 0.45 | 0.35 | 0.59 | 0.24 | 0.45 | 0.54 | 0.64 | 0.47 | 0.43 | 0.48 | 0.46 | 0.87 |
Ceric.02G025700.1 (Ceric.02G025700) | 0.18 | 0.44 | 0.61 | 0.19 | 0.72 | 0.46 | 0.54 | 0.45 | 0.93 | 1.0 | 0.35 | 0.33 | 0.29 | 0.1 | 0.51 | 0.47 | 0.66 | 0.13 | 0.52 | 0.48 | 0.56 | 0.57 | 0.49 | 0.6 | 0.52 | 0.69 |
Ceric.02G062100.1 (AHP1) | 0.21 | 0.4 | 0.6 | 0.22 | 0.55 | 0.34 | 0.42 | 0.34 | 1.0 | 0.99 | 0.25 | 0.23 | 0.23 | 0.07 | 0.45 | 0.31 | 0.54 | 0.12 | 0.35 | 0.45 | 0.67 | 0.8 | 0.53 | 0.44 | 0.45 | 0.53 |
Ceric.03G044600.1 (Ceric.03G044600) | 0.05 | 0.22 | 0.5 | 0.09 | 0.36 | 0.26 | 0.26 | 0.18 | 0.89 | 1.0 | 0.19 | 0.11 | 0.13 | 0.02 | 0.32 | 0.32 | 0.37 | 0.04 | 0.27 | 0.16 | 0.21 | 0.3 | 0.3 | 0.19 | 0.32 | 0.45 |
Ceric.03G100900.1 (HOL3) | 0.27 | 0.72 | 0.73 | 0.35 | 0.3 | 0.25 | 0.27 | 0.27 | 1.0 | 0.98 | 0.23 | 0.13 | 0.14 | 0.05 | 0.4 | 0.34 | 0.34 | 0.15 | 0.23 | 0.35 | 0.48 | 0.36 | 0.38 | 0.29 | 0.42 | 0.55 |
Ceric.04G019000.1 (Ceric.04G019000) | 0.12 | 0.4 | 0.61 | 0.23 | 0.4 | 0.44 | 0.47 | 0.4 | 1.0 | 0.98 | 0.21 | 0.2 | 0.19 | 0.04 | 0.37 | 0.5 | 0.4 | 0.05 | 0.32 | 0.26 | 0.37 | 0.38 | 0.39 | 0.33 | 0.46 | 0.53 |
Ceric.04G062000.1 (Ceric.04G062000) | 0.16 | 0.29 | 0.63 | 0.22 | 0.46 | 0.34 | 0.28 | 0.31 | 0.94 | 1.0 | 0.1 | 0.17 | 0.15 | 0.05 | 0.37 | 0.34 | 0.43 | 0.05 | 0.22 | 0.28 | 0.36 | 0.39 | 0.57 | 0.26 | 0.48 | 0.47 |
Ceric.05G099400.1 (Ceric.05G099400) | 0.14 | 0.36 | 0.66 | 0.21 | 0.41 | 0.3 | 0.37 | 0.32 | 0.87 | 0.82 | 0.1 | 0.27 | 0.23 | 0.13 | 0.65 | 0.3 | 0.43 | 0.12 | 0.28 | 0.37 | 1.0 | 0.51 | 0.62 | 0.26 | 0.56 | 0.72 |
Ceric.06G050000.1 (Ceric.06G050000) | 0.28 | 0.55 | 0.79 | 0.37 | 0.67 | 0.63 | 0.63 | 0.41 | 0.96 | 1.0 | 0.35 | 0.14 | 0.15 | 0.04 | 0.33 | 0.52 | 0.67 | 0.06 | 0.39 | 0.36 | 0.4 | 0.3 | 0.27 | 0.55 | 0.31 | 0.43 |
Ceric.06G055100.1 (Ceric.06G055100) | 0.0 | 0.48 | 0.48 | 0.01 | 0.18 | 0.3 | 0.26 | 0.21 | 0.64 | 0.68 | 0.14 | 0.08 | 0.11 | 0.07 | 0.39 | 0.25 | 0.19 | 0.14 | 0.37 | 0.08 | 0.38 | 0.38 | 0.37 | 0.13 | 1.0 | 0.48 |
Ceric.06G058700.1 (Ceric.06G058700) | 0.32 | 0.4 | 0.57 | 0.27 | 0.29 | 0.2 | 0.19 | 0.13 | 0.99 | 1.0 | 0.28 | 0.24 | 0.26 | 0.07 | 0.53 | 0.22 | 0.27 | 0.21 | 0.21 | 0.32 | 0.42 | 0.38 | 0.41 | 0.24 | 0.47 | 0.33 |
Ceric.07G050100.1 (Ceric.07G050100) | 0.47 | 0.61 | 0.52 | 0.54 | 0.5 | 0.45 | 0.5 | 0.32 | 1.0 | 0.88 | 0.38 | 0.23 | 0.23 | 0.08 | 0.49 | 0.34 | 0.5 | 0.11 | 0.17 | 0.42 | 0.52 | 0.53 | 0.47 | 0.36 | 0.44 | 0.41 |
Ceric.07G067700.1 (NPQ7) | 0.28 | 0.33 | 0.53 | 0.1 | 0.36 | 0.32 | 0.27 | 0.17 | 0.88 | 1.0 | 0.34 | 0.19 | 0.23 | 0.05 | 0.35 | 0.21 | 0.43 | 0.02 | 0.1 | 0.23 | 0.24 | 0.36 | 0.36 | 0.32 | 0.29 | 0.43 |
Ceric.09G003700.1 (Ceric.09G003700) | 0.21 | 0.32 | 0.47 | 0.37 | 0.56 | 0.7 | 0.7 | 0.68 | 0.7 | 0.71 | 0.2 | 0.24 | 0.2 | 0.09 | 0.51 | 0.72 | 0.56 | 0.1 | 0.28 | 0.34 | 0.51 | 0.9 | 0.68 | 0.4 | 1.0 | 0.86 |
Ceric.09G004300.1 (OEP16) | 0.33 | 0.64 | 0.5 | 0.48 | 0.6 | 0.57 | 0.51 | 0.48 | 1.0 | 0.98 | 0.57 | 0.49 | 0.4 | 0.19 | 0.54 | 0.42 | 0.59 | 0.25 | 0.64 | 0.63 | 0.82 | 0.7 | 0.45 | 0.52 | 0.76 | 0.74 |
Ceric.09G083900.1 (Ceric.09G083900) | 0.33 | 0.56 | 0.77 | 0.44 | 0.57 | 0.51 | 0.53 | 0.52 | 1.0 | 0.99 | 0.49 | 0.35 | 0.39 | 0.09 | 0.55 | 0.58 | 0.53 | 0.1 | 0.41 | 0.46 | 0.58 | 0.53 | 0.55 | 0.44 | 0.54 | 0.74 |
Ceric.10G058300.1 (Ceric.10G058300) | 0.31 | 0.43 | 0.63 | 0.5 | 0.44 | 0.41 | 0.45 | 0.35 | 0.87 | 1.0 | 0.18 | 0.2 | 0.16 | 0.08 | 0.43 | 0.28 | 0.47 | 0.07 | 0.3 | 0.41 | 0.53 | 0.41 | 0.39 | 0.54 | 0.48 | 0.34 |
Ceric.12G026400.1 (Ceric.12G026400) | 0.28 | 0.65 | 0.56 | 0.14 | 0.47 | 0.61 | 0.55 | 0.45 | 0.94 | 1.0 | 0.34 | 0.79 | 0.74 | 0.15 | 0.56 | 0.41 | 0.47 | 0.33 | 0.58 | 0.5 | 0.85 | 0.42 | 0.54 | 0.48 | 0.88 | 0.6 |
Ceric.13G062900.1 (Ceric.13G062900) | 0.19 | 0.37 | 0.92 | 0.29 | 0.6 | 0.33 | 0.35 | 0.27 | 0.94 | 1.0 | 0.33 | 0.34 | 0.3 | 0.1 | 0.46 | 0.36 | 0.58 | 0.16 | 0.31 | 0.39 | 0.73 | 0.75 | 0.6 | 0.45 | 0.66 | 0.6 |
Ceric.14G092900.1 (Ceric.14G092900) | 0.26 | 0.39 | 0.57 | 0.16 | 0.19 | 0.21 | 0.22 | 0.19 | 0.89 | 1.0 | 0.35 | 0.12 | 0.12 | 0.07 | 0.39 | 0.25 | 0.21 | 0.16 | 0.29 | 0.39 | 0.65 | 0.28 | 0.43 | 0.22 | 0.36 | 0.53 |
Ceric.15G071800.1 (Ceric.15G071800) | 0.25 | 0.37 | 0.61 | 0.43 | 0.6 | 0.41 | 0.45 | 0.3 | 0.87 | 1.0 | 0.18 | 0.18 | 0.22 | 0.05 | 0.27 | 0.32 | 0.57 | 0.07 | 0.19 | 0.27 | 0.35 | 0.38 | 0.36 | 0.36 | 0.35 | 0.34 |
Ceric.16G012400.1 (SKP5) | 0.14 | 0.35 | 0.56 | 0.14 | 0.27 | 0.36 | 0.38 | 0.16 | 0.94 | 1.0 | 0.42 | 0.18 | 0.28 | 0.07 | 0.38 | 0.39 | 0.3 | 0.12 | 0.27 | 0.33 | 0.5 | 0.33 | 0.53 | 0.31 | 0.35 | 0.52 |
Ceric.17G014000.1 (PAP16) | 0.16 | 0.22 | 0.51 | 0.16 | 0.41 | 0.53 | 0.59 | 0.48 | 0.92 | 1.0 | 0.26 | 0.28 | 0.23 | 0.05 | 0.45 | 0.69 | 0.42 | 0.07 | 0.34 | 0.3 | 0.31 | 0.39 | 0.5 | 0.43 | 0.39 | 0.4 |
Ceric.17G019900.1 (AL2) | 0.26 | 0.57 | 0.65 | 0.43 | 0.76 | 0.75 | 0.79 | 0.67 | 0.99 | 1.0 | 0.37 | 0.29 | 0.27 | 0.1 | 0.62 | 0.63 | 0.69 | 0.2 | 0.73 | 0.54 | 0.7 | 0.63 | 0.56 | 0.59 | 0.58 | 0.85 |
Ceric.17G036300.1 (TGD2) | 0.3 | 0.55 | 0.7 | 0.58 | 0.66 | 0.63 | 0.65 | 0.56 | 1.0 | 0.99 | 0.19 | 0.25 | 0.25 | 0.07 | 0.4 | 0.59 | 0.67 | 0.14 | 0.43 | 0.41 | 0.52 | 0.46 | 0.38 | 0.46 | 0.36 | 0.42 |
Ceric.19G007300.1 (Ceric.19G007300) | 0.19 | 0.59 | 0.53 | 0.41 | 0.36 | 0.33 | 0.35 | 0.29 | 0.99 | 1.0 | 0.23 | 0.2 | 0.17 | 0.08 | 0.36 | 0.37 | 0.37 | 0.09 | 0.42 | 0.34 | 0.48 | 0.28 | 0.29 | 0.31 | 0.35 | 0.56 |
Ceric.19G028500.1 (CUM1) | 0.29 | 0.67 | 0.6 | 0.47 | 0.52 | 0.34 | 0.31 | 0.31 | 0.86 | 0.86 | 0.32 | 0.25 | 0.24 | 0.19 | 0.54 | 0.4 | 0.5 | 0.5 | 0.51 | 0.57 | 0.85 | 1.0 | 0.44 | 0.48 | 0.73 | 0.55 |
Ceric.1Z089800.1 (GLS2) | 0.22 | 0.82 | 0.68 | 0.56 | 0.63 | 0.17 | 0.21 | 0.15 | 0.95 | 1.0 | 0.57 | 0.17 | 0.17 | 0.06 | 0.44 | 0.29 | 0.58 | 0.1 | 0.2 | 0.24 | 0.24 | 0.6 | 0.36 | 0.57 | 0.66 | 0.41 |
Ceric.1Z142500.1 (Ceric.1Z142500) | 0.3 | 0.63 | 0.64 | 0.92 | 0.69 | 0.37 | 0.32 | 0.25 | 1.0 | 0.85 | 0.35 | 0.22 | 0.15 | 0.14 | 0.36 | 0.36 | 0.7 | 0.13 | 0.2 | 0.42 | 0.27 | 0.88 | 0.41 | 0.59 | 0.65 | 0.51 |
Ceric.1Z323800.1 (SIZ1) | 0.11 | 0.32 | 0.43 | 0.02 | 0.29 | 0.32 | 0.23 | 0.22 | 1.0 | 0.94 | 0.17 | 0.29 | 0.33 | 0.03 | 0.45 | 0.3 | 0.29 | 0.11 | 0.34 | 0.15 | 0.46 | 0.41 | 0.28 | 0.32 | 0.32 | 0.37 |
Ceric.20G052500.1 (Ceric.20G052500) | 0.23 | 0.39 | 0.66 | 0.27 | 0.47 | 0.33 | 0.34 | 0.39 | 0.91 | 1.0 | 0.39 | 0.35 | 0.44 | 0.11 | 0.5 | 0.4 | 0.54 | 0.12 | 0.32 | 0.51 | 0.57 | 0.75 | 0.44 | 0.51 | 0.42 | 0.48 |
Ceric.20G078600.1 (HINT4) | 0.32 | 0.46 | 0.66 | 0.38 | 0.6 | 0.54 | 0.59 | 0.63 | 1.0 | 0.87 | 0.45 | 0.32 | 0.3 | 0.09 | 0.45 | 0.52 | 0.59 | 0.22 | 0.57 | 0.43 | 0.48 | 0.33 | 0.24 | 0.58 | 0.49 | 0.4 |
Ceric.21G034700.1 (Ceric.21G034700) | 0.1 | 0.49 | 0.5 | 0.1 | 0.24 | 0.28 | 0.27 | 0.37 | 0.95 | 0.93 | 0.42 | 0.26 | 0.27 | 0.12 | 0.55 | 0.43 | 0.25 | 0.37 | 0.73 | 0.6 | 1.0 | 0.53 | 0.33 | 0.3 | 0.58 | 0.87 |
Ceric.21G072000.1 (Ceric.21G072000) | 0.2 | 0.32 | 0.62 | 0.44 | 0.48 | 0.5 | 0.6 | 0.48 | 0.84 | 0.86 | 0.3 | 0.26 | 0.3 | 0.09 | 0.4 | 0.56 | 0.49 | 0.32 | 0.41 | 0.53 | 0.68 | 1.0 | 0.5 | 0.54 | 0.65 | 0.45 |
Ceric.23G022800.1 (Ceric.23G022800) | 0.5 | 0.63 | 0.49 | 1.0 | 0.59 | 0.59 | 0.63 | 0.42 | 0.91 | 0.93 | 0.42 | 0.28 | 0.34 | 0.07 | 0.48 | 0.48 | 0.55 | 0.12 | 0.42 | 0.48 | 0.74 | 0.45 | 0.5 | 0.5 | 0.47 | 0.62 |
Ceric.26G050700.1 (Ceric.26G050700) | 0.23 | 0.47 | 0.69 | 0.34 | 0.52 | 0.53 | 0.48 | 0.46 | 0.99 | 1.0 | 0.43 | 0.33 | 0.34 | 0.11 | 0.52 | 0.52 | 0.5 | 0.12 | 0.45 | 0.51 | 0.63 | 0.53 | 0.57 | 0.48 | 0.5 | 0.61 |
Ceric.27G033000.1 (hda14) | 0.2 | 0.6 | 0.6 | 0.43 | 0.69 | 0.41 | 0.42 | 0.35 | 0.97 | 1.0 | 0.27 | 0.19 | 0.19 | 0.07 | 0.4 | 0.45 | 0.68 | 0.1 | 0.35 | 0.35 | 0.44 | 0.42 | 0.38 | 0.46 | 0.51 | 0.44 |
Ceric.28G012800.1 (Ceric.28G012800) | 0.29 | 0.55 | 0.64 | 0.5 | 0.57 | 0.62 | 0.59 | 0.47 | 0.93 | 1.0 | 0.26 | 0.16 | 0.12 | 0.06 | 0.4 | 0.77 | 0.51 | 0.1 | 0.35 | 0.27 | 0.32 | 0.47 | 0.42 | 0.41 | 0.51 | 0.44 |
Ceric.31G016200.1 (Ceric.31G016200) | 0.21 | 0.64 | 0.64 | 0.49 | 0.49 | 0.4 | 0.39 | 0.3 | 0.99 | 1.0 | 0.22 | 0.33 | 0.33 | 0.09 | 0.45 | 0.48 | 0.48 | 0.2 | 0.36 | 0.4 | 0.61 | 0.47 | 0.59 | 0.36 | 0.57 | 0.6 |
Ceric.31G032100.1 (SAR2) | 0.31 | 0.44 | 0.54 | 0.36 | 0.48 | 0.39 | 0.38 | 0.32 | 0.95 | 1.0 | 0.37 | 0.37 | 0.25 | 0.08 | 0.59 | 0.33 | 0.41 | 0.18 | 0.45 | 0.43 | 0.72 | 0.83 | 0.45 | 0.42 | 0.64 | 0.59 |
Ceric.31G034800.1 (Ceric.31G034800) | 0.23 | 0.37 | 0.42 | 0.23 | 0.6 | 0.34 | 0.38 | 0.33 | 1.0 | 0.95 | 0.4 | 0.36 | 0.27 | 0.07 | 0.48 | 0.42 | 0.61 | 0.16 | 0.33 | 0.49 | 0.46 | 0.54 | 0.37 | 0.58 | 0.35 | 0.37 |
Ceric.31G062300.1 (Ceric.31G062300) | 0.09 | 0.3 | 0.57 | 0.19 | 0.55 | 0.46 | 0.46 | 0.4 | 1.0 | 0.94 | 0.29 | 0.19 | 0.16 | 0.06 | 0.34 | 0.54 | 0.55 | 0.05 | 0.31 | 0.3 | 0.26 | 0.29 | 0.32 | 0.44 | 0.32 | 0.53 |
Ceric.32G067200.1 (PYL9) | 0.39 | 0.48 | 0.29 | 0.44 | 0.37 | 0.19 | 0.2 | 0.22 | 0.96 | 1.0 | 0.35 | 0.31 | 0.36 | 0.08 | 0.44 | 0.34 | 0.36 | 0.18 | 0.28 | 0.35 | 0.53 | 0.5 | 0.26 | 0.35 | 0.55 | 0.37 |
Ceric.34G043800.1 (Ceric.34G043800) | 0.14 | 0.42 | 0.64 | 0.18 | 0.62 | 0.46 | 0.5 | 0.43 | 1.0 | 0.98 | 0.29 | 0.4 | 0.35 | 0.1 | 0.46 | 0.54 | 0.62 | 0.13 | 0.41 | 0.43 | 0.52 | 0.46 | 0.48 | 0.34 | 0.55 | 0.55 |
Ceric.35G007900.1 (Ceric.35G007900) | 0.33 | 0.83 | 0.61 | 0.39 | 0.63 | 0.47 | 0.41 | 0.33 | 1.0 | 0.97 | 0.35 | 0.46 | 0.48 | 0.15 | 0.5 | 0.36 | 0.54 | 0.22 | 0.42 | 0.52 | 0.85 | 0.64 | 0.53 | 0.38 | 0.53 | 0.64 |
Ceric.35G010100.1 (Ceric.35G010100) | 0.09 | 0.48 | 0.93 | 0.14 | 0.43 | 0.39 | 0.36 | 0.4 | 0.82 | 0.9 | 0.34 | 0.4 | 0.41 | 0.14 | 0.73 | 0.53 | 0.4 | 0.19 | 0.61 | 0.39 | 1.0 | 0.58 | 0.51 | 0.4 | 0.38 | 0.88 |
Ceric.35G032000.1 (Ceric.35G032000) | 0.28 | 0.32 | 0.41 | 0.29 | 0.45 | 0.46 | 0.54 | 0.51 | 0.95 | 1.0 | 0.32 | 0.12 | 0.13 | 0.06 | 0.38 | 0.68 | 0.46 | 0.08 | 0.18 | 0.3 | 0.34 | 0.43 | 0.51 | 0.37 | 0.46 | 0.56 |
Ceric.36G034700.1 (Ceric.36G034700) | 0.09 | 0.4 | 0.45 | 0.11 | 0.25 | 0.11 | 0.11 | 0.09 | 0.83 | 1.0 | 0.32 | 0.57 | 0.59 | 0.16 | 0.52 | 0.18 | 0.27 | 0.12 | 0.22 | 0.26 | 0.57 | 0.44 | 0.3 | 0.26 | 0.69 | 0.36 |
Ceric.37G006500.1 (Ceric.37G006500) | 0.23 | 0.53 | 0.68 | 0.48 | 0.97 | 0.34 | 0.43 | 0.31 | 0.99 | 1.0 | 0.46 | 0.29 | 0.29 | 0.14 | 0.53 | 0.31 | 0.96 | 0.13 | 0.3 | 0.5 | 0.4 | 0.47 | 0.38 | 0.6 | 0.36 | 0.56 |
Ceric.37G036200.1 (Ceric.37G036200) | 0.2 | 0.45 | 0.56 | 0.13 | 0.36 | 0.25 | 0.23 | 0.24 | 1.0 | 0.89 | 0.33 | 0.13 | 0.17 | 0.07 | 0.5 | 0.31 | 0.34 | 0.11 | 0.41 | 0.35 | 0.69 | 0.45 | 0.41 | 0.33 | 0.55 | 0.45 |
Ceric.37G044900.1 (Ceric.37G044900) | 0.14 | 0.2 | 0.37 | 0.32 | 0.46 | 0.13 | 0.17 | 0.3 | 1.0 | 0.9 | 0.36 | 0.26 | 0.25 | 0.01 | 0.44 | 0.09 | 0.38 | 0.02 | 0.16 | 0.28 | 0.27 | 0.36 | 0.24 | 0.25 | 0.22 | 0.39 |
Ceric.39G015400.1 (ABP) | 0.31 | 0.57 | 0.94 | 0.19 | 0.35 | 0.39 | 0.33 | 0.3 | 0.85 | 0.87 | 0.56 | 0.48 | 0.48 | 0.17 | 0.68 | 0.46 | 0.36 | 0.19 | 0.47 | 0.61 | 0.97 | 1.0 | 0.62 | 0.4 | 0.78 | 0.78 |
Ceric.39G059900.1 (Ceric.39G059900) | 0.25 | 0.4 | 0.7 | 0.32 | 0.53 | 0.47 | 0.45 | 0.41 | 0.93 | 1.0 | 0.29 | 0.22 | 0.23 | 0.1 | 0.49 | 0.73 | 0.56 | 0.16 | 0.38 | 0.38 | 0.42 | 0.38 | 0.54 | 0.47 | 0.5 | 0.65 |
Expression values normalized per gene (using the maximum value, Green cells indicate low expression and red high. (Dark gray cells indicate missing values)