Heatmap: Cluster_134 (Sorghum bicolor HCCA coexpression clusters - Leiboff and Hake (2019))

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Gene
stage A1 (Dhaka et al., 2020)
stage A3 (Dhaka et al., 2020)
M-81E strain-control (Sun et al., 2020)
M-81E strain-salt (Sun et al., 2020)
Roma strain-control (Sun et al., 2020)
Roma strain-salt (Sun et al., 2020)
root (Murray et al., 2022)
shoot system (Murray et al., 2022)
119 days old-Postflowering drought stress (Varoquaux et al., 2019)
84 days old-control (Varoquaux et al., 2019)
84 days old-Preflowering drought stress (Varoquaux et al., 2019)
35 days old-control (Varoquaux et al., 2019)
Dev Stage 3 (Leiboff et al., 2019)
Dev Stage 2 (Leiboff et al., 2019)
Dev Stage 1 (Leiboff et al., 2019)
Dev Stage 4 (Leiboff et al., 2019)
18.21 12.68 16.0 18.46 23.45 18.16 39.71 69.88 33.06 35.07 21.95 33.54 41.96 33.36 36.43 29.35
44.2 20.74 26.87 15.18 27.08 30.13 36.17 17.2 10.65 20.4 30.06 24.89 65.8 58.72 65.0 68.12
58.47 20.54 17.21 13.17 30.22 35.45 32.67 14.38 15.14 23.75 43.79 36.69 87.63 81.81 63.78 68.56
1.54 0.94 2.04 1.53 2.44 3.59 1.49 5.63 1.27 2.24 1.53 1.06 6.28 4.36 4.73 3.84
6.41 0.29 2.56 0.44 2.51 1.65 4.11 4.32 0.0 0.0 0.62 1.09 17.45 14.19 13.79 16.77
6.38 2.17 6.05 5.53 6.09 9.43 3.78 3.47 1.34 1.32 3.03 2.17 10.62 8.51 9.25 8.85
0.0 1.25 10.25 10.87 16.29 18.17 45.1 44.87 26.23 15.71 37.6 16.67 111.93 55.36 86.48 78.95
97.33 68.43 60.24 60.48 93.53 85.82 103.6 93.06 30.71 24.42 109.88 132.88 122.29 117.3 137.47 119.32
10.3 7.31 10.89 10.63 10.88 8.62 13.74 4.74 5.63 7.02 13.26 9.73 16.05 12.64 10.94 14.89
53.84 5.34 36.41 48.43 34.58 46.31 32.86 26.62 9.62 12.97 36.63 33.51 54.11 43.86 47.75 58.32
260.42 136.59 260.86 269.92 205.41 192.13 226.29 140.28 204.8 226.09 325.12 353.35 168.79 164.92 171.15 150.79
20.29 0.51 14.56 12.2 15.84 12.3 8.38 7.66 0.1 0.16 6.0 9.01 35.11 32.74 41.56 31.64
0.42 0.95 6.33 5.69 4.9 5.8 4.89 3.19 0.96 0.11 2.61 0.84 23.45 11.71 6.73 11.37
80.21 71.41 53.67 55.67 57.38 66.43 66.18 52.7 73.25 68.46 66.57 65.92 71.25 62.29 67.69 64.06
31.91 32.31 18.41 19.99 34.52 30.36 30.82 13.89 26.97 26.69 34.51 27.34 42.5 43.5 44.96 45.45
8.61 1.4 7.23 4.53 7.46 7.81 13.38 9.35 1.63 1.44 7.35 4.4 42.19 33.44 33.98 33.4
28.82 15.48 6.92 8.49 8.77 9.73 35.2 25.57 41.56 38.16 32.82 33.14 42.94 40.68 36.3 36.53
32.43 8.5 9.92 6.24 13.26 14.84 21.54 7.83 4.15 9.43 23.43 13.25 25.29 23.91 24.86 22.37
54.76 25.93 42.99 39.27 39.44 46.68 45.47 32.22 50.89 64.88 65.07 65.96 54.28 50.37 51.18 48.27
43.15 38.77 59.22 75.19 57.43 46.12 104.62 112.04 67.25 85.2 44.54 40.01 57.83 38.8 34.51 36.52
95.29 25.24 32.42 29.22 41.51 42.23 29.12 31.49 28.26 51.65 39.04 34.4 66.28 59.98 62.87 60.84
12.67 3.84 1.59 0.89 1.48 3.3 9.25 4.34 4.48 11.53 9.56 5.49 10.39 11.04 8.64 11.5
21.93 5.29 10.17 7.29 15.21 13.81 23.32 15.63 9.87 10.49 38.82 30.78 33.49 30.56 24.32 30.53
84.05 7.92 57.23 25.01 59.32 86.11 89.02 137.5 1.27 0.78 15.75 22.27 615.36 470.51 394.67 330.11
15.97 7.62 8.35 6.13 11.75 16.98 32.93 16.32 8.54 13.82 28.73 23.18 30.25 31.91 28.81 26.99
13.97 17.28 8.05 12.87 10.4 11.88 20.96 11.94 20.13 20.31 30.39 28.42 29.56 26.49 18.53 25.19
3.91 6.11 7.15 7.78 4.44 3.62 10.7 2.96 3.71 3.4 12.55 9.12 10.79 7.92 5.87 11.89
1.19 0.41 0.9 0.75 1.63 2.2 0.88 0.41 0.31 0.42 1.09 0.7 2.92 1.26 1.1 1.65
15.11 1.93 3.21 0.92 4.29 4.12 5.8 5.51 0.1 0.05 0.89 1.75 28.49 26.48 24.26 26.63
103.88 89.19 20.91 36.23 17.13 34.05 27.05 20.81 100.45 59.33 15.81 12.55 20.07 15.96 17.23 12.61
9.06 0.0 3.64 3.9 0.43 1.22 2.84 8.61 0.31 0.32 0.33 1.24 43.23 24.41 26.37 21.89
5.89 5.8 0.41 0.11 0.38 0.23 1.04 276.16 65.33 69.72 0.24 0.69 12.62 8.91 8.26 11.38
70.51 3.68 20.58 22.19 17.02 14.67 9.48 8.85 0.3 0.19 4.77 7.17 28.52 24.43 28.25 31.37
126.78 123.24 157.71 174.47 150.57 141.38 143.43 83.43 207.66 183.11 218.26 167.9 69.21 79.05 77.71 77.3
24.24 15.91 17.17 19.01 20.17 26.47 31.26 21.57 28.64 24.23 25.61 21.66 33.46 32.05 28.73 26.16
31.56 24.45 18.64 9.12 19.17 24.75 34.29 18.28 15.19 21.95 44.67 32.71 51.61 42.9 39.72 43.74
8.9 7.59 5.72 5.35 6.98 7.47 10.41 6.19 4.93 2.93 11.25 6.5 16.14 11.58 13.17 15.44
93.87 35.76 41.12 38.49 41.7 58.55 54.27 27.87 39.78 48.9 80.43 64.85 82.66 78.58 68.02 77.5
1.91 0.48 0.44 0.44 0.81 0.93 1.64 1.6 1.8 1.23 2.18 1.05 4.62 3.55 2.42 3.11
13.2 10.98 36.81 44.61 20.82 22.87 27.22 20.11 17.86 20.33 34.41 31.33 24.61 20.12 18.37 23.02
14.15 6.25 2.87 2.09 3.65 5.64 7.26 5.23 4.65 6.58 8.24 5.73 11.42 9.24 9.12 12.06
0.63 0.32 3.15 2.85 2.48 7.41 1.92 4.27 0.0 0.0 5.41 3.77 38.66 25.21 24.74 25.48
24.08 19.56 7.51 8.82 17.73 18.34 33.96 11.38 10.64 14.68 24.26 20.51 25.23 22.27 23.96 23.25
24.55 19.74 30.96 33.19 34.51 36.3 48.92 37.12 73.24 60.13 54.19 49.67 46.44 37.5 30.92 34.11
59.29 28.05 37.29 43.22 40.5 50.77 41.24 34.96 60.64 53.72 46.12 45.12 62.17 56.92 51.2 46.67
33.49 14.07 7.84 5.55 11.83 15.01 17.63 12.55 17.64 21.26 33.2 19.27 25.81 22.23 22.86 26.03
4.18 2.5 5.87 4.39 6.44 8.64 18.12 21.49 8.18 6.09 12.53 12.11 39.73 28.09 23.25 27.5
24.3 10.22 9.62 11.45 8.95 14.2 8.63 8.68 25.9 34.33 31.4 16.78 17.85 13.63 14.81 15.16
7.91 1.91 0.5 0.39 0.82 1.22 4.18 3.64 0.56 0.49 3.11 1.49 11.46 6.67 5.52 9.02
30.62 35.18 28.79 25.02 41.72 32.99 53.83 32.61 32.71 24.2 43.33 48.69 24.36 23.14 24.67 23.73
8.29 1.41 1.68 0.82 1.9 2.35 3.34 2.63 0.51 2.9 5.68 4.61 17.14 12.03 11.37 15.64
42.8 40.51 128.75 122.72 120.65 76.84 95.3 31.46 47.92 50.09 104.78 125.56 37.18 31.74 33.51 33.95
25.72 14.82 26.87 37.6 34.19 31.8 61.96 32.76 37.0 36.88 37.32 37.54 39.59 29.48 33.8 36.34
252.55 219.12 191.17 133.22 201.36 219.52 212.11 114.09 128.87 104.82 212.01 266.17 216.27 189.1 191.89 180.77
24.97 17.47 34.93 34.14 47.09 43.78 34.11 21.53 19.39 15.69 29.0 29.84 63.22 49.67 45.94 40.87
14.01 2.28 4.35 3.23 7.59 8.65 3.53 1.44 2.68 1.52 8.59 7.43 15.56 11.41 9.82 9.87
20.49 5.54 6.21 5.12 8.69 8.05 13.82 11.28 2.38 2.7 10.5 10.17 23.75 18.7 14.31 21.25
3.12 2.93 22.6 25.98 33.66 19.45 30.91 6.21 7.66 6.79 33.25 22.62 20.06 16.88 10.7 24.29
10.25 7.94 4.35 4.8 4.86 9.79 14.9 16.58 21.3 15.8 9.84 8.99 24.07 24.87 22.86 21.91
40.58 31.3 24.39 21.05 26.23 28.71 42.3 21.63 18.52 20.36 31.13 31.56 48.43 51.19 48.03 45.68
23.68 9.83 2.13 2.55 4.22 6.23 19.54 15.35 9.08 12.41 15.79 9.69 17.38 12.65 12.58 16.22
6.17 23.19 145.09 137.6 121.62 117.01 54.29 40.69 3.75 2.08 39.61 47.19 25.36 22.31 14.46 17.07
46.45 32.62 11.8 9.78 11.95 15.03 36.09 26.0 18.57 14.88 18.61 16.11 57.36 57.69 54.79 52.65
5.45 0.26 6.7 5.96 10.03 8.54 11.55 14.16 0.18 0.26 7.8 9.6 24.08 23.84 23.67 28.19
8.2 8.24 2.57 6.01 7.75 6.92 17.62 11.83 8.95 7.76 12.76 9.12 12.4 15.04 13.13 10.53
37.91 17.53 14.23 17.12 16.06 17.11 33.78 24.81 26.85 32.03 26.12 21.83 34.38 24.07 28.9 32.32
26.51 22.03 212.19 215.54 187.24 154.15 14.98 20.77 22.62 34.0 62.48 55.55 36.23 31.03 34.44 35.53
21.58 0.17 1.54 1.24 1.82 2.38 8.08 9.9 0.0 0.0 0.55 1.46 39.73 31.54 30.99 35.14
4.41 4.16 1.77 2.13 2.69 2.33 2.08 119.53 212.66 207.68 2.83 3.51 7.98 7.4 5.38 6.15
173.33 7.84 128.71 60.68 113.76 104.88 52.3 72.71 0.0 0.27 4.8 15.59 553.81 464.98 534.08 450.3
5.59 2.43 4.37 4.26 7.32 9.01 8.26 4.76 5.56 8.17 8.88 4.97 7.29 6.03 5.97 6.17
42.84 13.72 8.79 9.61 12.05 12.91 18.71 16.19 14.62 15.06 14.12 10.21 32.47 27.68 29.1 29.7
26.07 6.19 13.85 15.8 20.92 30.82 7.27 4.89 10.33 14.23 29.65 31.46 24.09 25.05 28.37 27.73
12.46 7.08 7.2 5.27 11.43 13.33 25.75 41.54 31.33 34.38 15.23 15.92 55.28 43.63 35.97 39.97
7.46 0.17 1.33 0.7 1.32 2.01 3.89 2.36 0.67 0.7 1.07 1.25 10.54 8.02 6.09 9.32
0.02 0.66 0.5 1.39 64.61 90.81 88.17 59.19 0.11 0.0 0.06 0.12 116.59 99.82 86.69 92.67
0.17 11.89 2.43 2.19 77.21 98.34 110.73 80.24 0.25 0.19 0.38 0.45 166.21 157.88 146.96 132.6
3.16 4.74 72.33 86.37 102.23 96.03 4.64 8.18 0.29 0.2 9.14 9.96 88.66 90.69 64.88 50.09
81.66 59.56 142.25 145.11 92.91 114.65 85.64 54.49 95.96 76.59 147.96 146.59 51.3 47.06 46.44 50.58
3.9 3.18 0.85 0.79 1.57 2.29 7.25 5.2 5.85 5.62 9.4 4.78 7.96 4.92 3.59 4.95
3.51 1.02 0.93 1.13 0.63 1.5 2.61 2.46 4.11 2.76 4.69 2.83 5.47 4.21 3.39 5.81
95.02 23.48 13.38 10.14 14.89 22.63 32.29 26.27 23.84 29.86 27.03 24.64 44.6 38.82 32.07 40.94
205.11 108.58 631.36 586.3 473.24 414.91 405.25 262.5 148.16 53.73 919.91 841.79 245.75 227.98 206.15 167.73
13.61 7.56 9.01 9.73 11.51 11.45 34.97 38.88 29.84 35.94 20.03 15.76 67.01 55.5 63.01 56.52
17.26 30.92 9.29 7.93 14.7 8.86 16.83 9.59 24.0 24.79 17.17 20.38 5.45 3.73 4.98 8.18
40.08 47.1 14.33 14.6 22.26 24.93 29.87 18.78 40.99 35.14 37.82 42.18 36.67 32.28 32.12 36.62
213.61 106.76 255.7 287.11 239.12 283.67 282.42 209.31 221.59 184.47 341.7 354.01 195.47 160.28 148.93 130.04
140.55 35.08 14.54 18.76 24.92 29.15 30.23 22.77 49.29 57.61 51.29 36.73 20.15 20.62 19.92 22.79
10.54 11.03 20.64 28.04 22.3 29.35 25.74 13.32 21.69 26.82 37.43 27.19 12.01 10.28 10.01 11.79
85.3 37.46 44.3 42.89 64.25 77.67 78.63 56.44 62.03 59.54 124.05 95.58 69.58 51.54 48.67 48.52
10.28 6.46 8.82 8.58 12.09 14.04 17.56 9.69 8.53 9.41 13.77 12.82 45.51 34.34 29.0 26.39
62.75 42.86 110.89 120.15 49.41 37.88 60.74 36.48 8.44 7.14 60.86 52.57 18.19 12.68 14.25 17.02
58.91 38.45 49.44 64.35 46.5 49.35 84.52 52.37 47.26 44.4 51.73 45.16 70.06 72.39 60.98 63.42
18.92 21.07 14.48 20.9 14.12 13.38 43.95 22.47 24.72 18.48 36.09 26.83 17.96 16.2 9.27 18.23
106.86 43.82 56.26 50.44 85.4 85.86 99.87 55.68 53.64 59.25 71.46 46.19 162.0 126.53 102.94 111.83
41.54 48.25 30.47 23.8 38.36 34.6 29.93 21.99 22.46 13.35 21.97 28.94 59.06 46.33 51.85 35.91
28.76 46.19 49.63 58.38 43.99 49.71 33.54 72.89 108.26 156.19 32.83 47.34 36.17 27.92 40.49 44.12
223.76 24.41 11.04 8.48 20.5 23.97 52.68 25.77 20.21 23.77 28.97 28.78 64.45 56.7 70.67 64.8
269.56 236.32 148.69 159.79 244.01 190.77 218.65 111.72 189.32 144.52 381.64 407.65 188.61 165.31 134.59 144.99
85.14 40.42 78.36 76.72 85.0 81.81 83.95 60.66 93.29 84.09 96.5 103.51 86.0 76.98 62.96 65.65
67.46 37.22 26.68 37.64 29.56 32.4 35.72 23.4 30.34 33.94 30.86 35.33 38.58 26.8 30.92 44.38
24.61 16.08 1.85 1.5 1.29 0.64 4.34 21.37 26.49 21.08 32.83 27.96 57.96 55.31 45.6 54.51
52.88 21.42 23.33 20.61 20.3 25.39 36.03 28.55 30.64 19.93 50.65 32.82 74.06 77.86 70.69 74.19
41.7 25.94 17.4 26.62 21.15 24.56 51.34 43.45 61.07 47.02 61.17 42.95 101.9 65.76 69.42 58.26
14.24 19.44 5.4 4.1 5.6 10.76 24.04 14.99 13.56 10.82 12.27 26.52 33.8 24.71 25.38 27.36
9.88 20.25 10.1 9.71 12.94 22.19 22.4 24.55 50.57 64.15 25.88 26.37 22.92 22.06 20.59 18.33
54.71 96.42 66.49 75.82 49.36 67.72 135.81 86.73 190.66 160.83 254.11 232.67 86.69 86.28 93.58 79.75
17.35 0.02 1.52 1.17 1.01 2.27 1.13 6.2 0.31 0.14 0.24 1.45 47.7 46.53 43.34 39.55
8.67 8.58 10.59 13.62 8.81 9.21 10.13 7.16 11.35 7.27 14.19 13.46 17.8 13.2 10.34 15.57
73.58 51.69 48.79 45.98 32.73 57.25 117.35 84.41 60.81 64.93 78.96 64.56 127.54 97.64 104.23 108.68
12.28 2.78 4.78 4.09 7.4 8.29 7.92 3.29 1.62 2.18 1.36 2.04 18.85 17.52 17.35 21.24
20.67 26.79 39.6 59.77 33.38 25.03 23.74 18.37 36.41 37.47 32.97 28.51 31.17 27.88 23.96 26.64
528.07 212.58 1444.94 1589.07 1341.71 1168.84 830.29 369.93 247.42 309.73 2232.96 1549.46 367.9 295.92 265.18 289.8
20.28 14.6 8.21 10.92 13.51 18.96 14.05 19.72 34.79 38.4 13.76 12.67 28.31 22.54 20.06 25.48
96.27 82.12 121.18 159.45 138.33 137.33 203.27 135.86 148.55 130.65 256.39 256.37 145.19 119.31 95.18 116.85
9.9 6.97 4.39 3.92 5.02 5.62 5.83 5.08 7.95 8.85 8.07 11.1 13.95 11.24 10.4 14.15
9.03 19.97 4.66 7.56 8.61 13.44 13.49 67.51 272.3 387.02 20.29 9.5 8.57 5.72 4.28 9.62
51.28 8.83 29.34 20.18 30.59 36.2 22.67 10.54 9.02 14.5 47.65 40.51 71.17 57.88 58.08 61.17
6.87 7.63 5.54 3.21 36.99 19.58 9.05 55.78 112.83 103.95 18.18 26.86 18.41 16.56 12.67 18.78
455.64 137.73 78.94 81.11 111.33 156.32 336.68 209.08 200.84 176.87 311.39 293.13 1624.2 1295.39 1185.4 1201.49
6.33 3.4 4.26 5.1 5.76 5.16 8.39 4.93 7.42 8.34 11.23 7.64 15.62 13.12 8.2 12.11
27.71 16.45 3.73 3.57 6.2 8.08 12.61 17.87 23.53 21.58 13.56 10.86 22.53 20.57 25.19 23.03
14.61 5.11 10.39 7.34 10.45 9.98 18.86 8.95 6.16 7.76 21.24 17.35 36.51 29.55 32.09 25.0
60.7 69.55 72.05 79.12 59.77 57.95 76.3 28.87 29.59 27.34 53.31 62.81 25.67 26.96 24.75 24.19
166.67 54.01 106.9 92.97 142.79 133.19 140.36 104.75 92.83 65.76 104.12 159.03 168.0 139.78 201.1 175.25
136.78 94.21 144.85 201.07 301.08 165.83 118.66 304.15 278.86 283.4 201.08 288.52 55.05 53.71 51.27 48.99
185.59 154.03 85.43 54.58 85.04 79.11 111.23 120.65 76.23 44.75 51.28 70.2 105.95 105.46 95.73 100.64
20.45 1.22 5.09 3.11 5.94 8.82 5.8 9.85 1.93 1.06 5.42 6.8 40.87 32.05 32.35 35.44
20.36 20.47 134.37 210.17 157.04 79.97 30.38 33.54 20.61 18.59 17.56 18.21 30.03 28.71 28.45 27.96
13.5 5.51 6.15 9.69 10.6 16.71 9.78 5.81 13.07 19.39 23.83 15.35 16.17 11.28 8.77 12.82
38.39 26.03 27.83 23.92 33.96 35.9 73.58 43.16 14.92 12.53 95.11 62.31 134.77 119.61 98.48 104.19
44.56 10.25 21.81 14.38 27.65 39.07 26.54 13.78 15.46 20.3 33.7 26.9 46.49 40.21 37.85 38.53
17.77 5.22 1.79 1.09 3.22 3.96 2.6 1.57 0.66 0.35 1.2 2.1 11.19 8.99 11.2 8.81
52.14 38.81 12.48 11.74 25.34 28.85 46.17 30.7 42.67 34.42 46.28 42.2 78.11 59.63 59.39 60.43
39.63 23.33 14.37 12.98 18.98 18.67 27.89 23.63 44.1 52.13 29.84 28.82 26.87 28.11 27.38 28.2

Details

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