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Heatmap: Cluster_76 (HCCA)

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Gene
Archegoniophore (female)
Antheridiophore (male)
Antheridium (male)
Sperm
Sporeling
Thallus
Thallus (vegetative)
Thallus (MpPAP1OX-1)
Thallus (Tak1-2)
Thallus (MpPAP1OX-3)
Thallus (MpPAP1OX-2)
Thallus (Tak1-3)
mid rib (male)
Gametophyte
Gemmaling (female, hpt2040)
Gemmaling (male, hpt2040)
Gemmaling (BC3-38)
Gemmaling (Tak1)
Gemmaling
Gemma cup
gemma cup (male)
Aseptically grown rhizoids, thalloid, gemmae
316.5 355.23 612.65 15.36 155.95 218.1 329.2 154.46 191.1 127.47 147.08 194.79 89.71 91.81 182.61 180.9 166.27 155.62 209.46 137.85 124.32 113.94
1252.72 758.28 824.43 39.57 479.25 473.91 617.71 789.93 827.52 762.11 865.57 927.19 325.75 307.89 560.63 553.51 569.59 517.23 556.78 601.64 504.5 804.28
903.36 855.15 578.65 33.36 621.19 565.4 856.23 536.99 611.95 520.01 635.34 554.47 550.1 321.29 578.62 532.67 576.32 565.14 838.65 620.48 700.66 497.2
6.95 3.18 0.3 0.59 0.38 1.59 2.04 2.9 4.41 2.1 2.46 5.32 0.7 5.73 2.31 1.92 2.18 1.88 1.45 0.89 0.91 8.67
7.64 3.46 0.1 0.99 0.03 11.13 15.98 12.77 11.24 9.57 11.7 9.75 4.22 12.86 3.98 2.19 5.52 4.28 5.32 5.75 5.33 6.67
27.89 13.49 0.08 0.29 0.32 16.18 24.34 14.68 11.14 8.81 11.94 12.29 2.92 26.73 7.74 7.05 8.79 7.37 33.97 27.96 24.01 64.65
33.0 20.2 0.06 0.55 0.4 17.66 19.22 27.3 17.5 14.34 15.38 18.07 5.8 31.4 11.47 10.05 12.19 11.24 54.12 46.07 36.43 39.53
50.13 12.24 0.0 4.16 0.31 12.24 4.78 13.1 10.56 3.74 10.05 16.26 5.1 30.54 17.35 12.88 18.81 17.51 24.93 29.11 26.15 3.29
5.49 2.29 0.05 0.54 0.24 0.95 1.05 2.91 1.36 2.31 1.5 1.4 0.16 1.98 0.48 0.44 0.58 0.36 0.74 1.76 1.68 8.37
2.48 0.26 1.34 0.35 0.14 0.37 0.43 2.17 1.16 1.05 1.76 0.37 1.04 1.13 0.12 0.81 0.34 0.0 0.0 0.31 0.34 6.01
320.92 235.96 174.07 9.14 188.35 211.11 222.91 205.24 178.14 186.23 195.64 216.74 175.62 188.6 216.58 206.09 215.13 218.45 265.34 214.98 234.96 227.81
12.24 1.98 0.04 0.55 3.67 11.53 18.76 9.55 9.85 7.45 6.45 7.68 12.35 14.86 9.16 7.82 12.83 11.7 10.13 13.91 8.45 81.6
192.93 171.7 2.65 2.53 0.01 67.25 59.55 331.35 7.76 417.85 363.17 11.41 4.34 53.0 3.44 1.78 3.59 1.73 0.79 67.27 97.28 523.87
2.64 4.7 0.0 0.63 0.0 5.62 2.96 7.44 1.78 5.04 7.8 0.48 3.41 3.55 0.25 0.35 0.4 0.38 0.07 1.4 0.67 1.29
75.16 19.06 0.42 0.52 0.0 89.27 72.95 154.26 126.83 67.92 100.15 97.07 7.21 108.16 7.41 7.8 8.62 6.2 10.78 120.01 132.17 496.99
13.45 5.59 2.02 0.16 2.55 8.23 11.14 4.86 8.82 4.85 3.6 10.44 5.24 8.34 9.73 8.22 6.58 5.44 4.7 11.45 10.39 37.34
4.71 3.68 0.41 0.19 0.03 6.75 1.45 4.47 10.0 8.86 17.71 6.19 0.62 0.85 1.21 0.42 5.49 1.12 0.53 0.29 2.53 0.37
37.72 22.11 17.36 0.76 10.06 26.36 25.51 63.52 32.88 61.25 73.36 43.18 11.29 13.89 7.19 7.71 9.76 10.45 13.53 12.86 16.02 55.38
377.05 251.19 152.0 12.65 160.77 185.4 217.85 229.87 249.24 202.78 205.17 220.87 200.57 256.29 122.04 122.73 132.25 108.97 184.49 266.99 247.49 240.1
3.5 1.24 3.63 0.64 1.04 10.27 5.57 24.87 20.75 55.93 54.29 14.12 0.3 1.27 0.55 0.61 0.92 0.26 0.44 1.04 0.75 11.36
3.97 3.29 0.13 0.69 0.0 1.17 0.89 8.4 1.03 8.32 10.18 3.4 0.05 1.39 0.11 0.04 0.12 0.06 0.73 0.22 0.33 5.19
5.18 1.05 0.0 1.66 0.07 19.85 4.62 30.59 62.13 29.0 33.67 52.59 18.18 13.96 2.83 3.59 3.18 1.65 1.88 8.03 7.17 8.11
2.14 0.29 0.0 0.16 0.32 0.55 0.22 0.63 1.01 0.62 0.42 0.58 0.14 0.23 1.16 0.87 0.59 0.76 0.45 0.73 1.97 0.42
11.23 4.48 3.55 0.85 3.07 15.85 8.72 65.15 23.59 60.34 81.79 26.07 2.86 4.38 2.01 1.62 3.02 1.67 2.44 2.66 3.99 31.06
83.81 31.21 7.9 60.72 1.66 51.47 81.83 56.55 84.15 74.55 79.32 99.05 42.46 252.92 29.75 39.67 45.78 38.96 45.93 39.12 34.49 186.52
6.05 1.61 0.03 0.37 0.47 7.57 7.58 3.47 12.0 5.67 8.24 9.07 6.33 12.21 2.44 2.35 1.84 3.07 5.12 3.82 2.8 9.56
0.64 0.26 0.58 0.38 0.01 2.88 0.02 4.55 3.94 3.31 7.77 1.55 0.05 0.41 0.14 0.05 0.11 0.11 0.04 0.04 0.16 2.44
24.09 11.54 0.15 10.2 5.4 12.05 20.87 16.51 16.96 9.25 9.07 19.1 10.98 18.97 2.6 2.65 4.31 2.93 7.08 30.01 22.93 9.48
6.95 6.01 0.25 0.38 2.13 46.65 26.76 28.04 113.71 44.72 74.85 83.39 13.04 50.22 18.47 13.94 17.34 15.56 11.88 6.98 8.2 25.88
61.28 49.95 2.49 1.9 0.0 18.3 8.67 67.73 7.77 58.62 92.98 12.96 26.02 5.47 2.58 1.75 2.52 2.43 5.35 8.85 14.2 125.95
25.91 34.35 36.78 3.75 10.45 19.76 19.43 46.5 23.52 38.59 78.95 17.78 6.9 17.58 5.34 5.59 5.67 5.78 7.36 9.73 9.04 45.18
1327.37 912.17 1526.57 188.03 639.95 820.59 724.4 762.64 672.42 754.25 837.0 721.7 507.83 1135.47 955.59 916.32 930.09 822.6 885.13 688.91 687.38 325.92
3.61 1.92 0.19 1.49 0.19 1.09 2.26 8.03 0.61 10.53 5.14 0.19 0.14 2.05 0.15 0.51 0.61 0.26 0.3 0.08 0.0 4.09
3.36 0.13 0.06 1.0 0.05 0.6 1.66 2.75 0.0 7.03 3.38 0.29 0.11 2.12 0.03 0.06 0.0 0.05 0.4 0.0 0.0 6.07
14.04 7.05 2.45 0.3 0.02 5.6 5.71 4.26 9.36 3.37 4.09 11.66 1.73 4.39 4.9 5.76 4.47 5.14 7.88 30.28 28.35 2.95
0.2 0.0 0.0 0.66 0.0 4.23 0.67 1.47 14.05 6.28 11.04 2.71 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 4.38
0.25 0.15 0.0 0.25 0.0 0.15 0.16 0.75 0.0 0.89 0.83 0.21 0.18 0.22 0.04 0.04 0.0 0.0 0.08 0.44 0.2 0.12
0.51 0.56 0.02 1.07 0.07 1.1 0.73 2.59 1.54 3.84 4.88 1.88 0.3 1.4 0.19 0.13 0.24 0.36 0.59 0.09 0.37 3.0
110.17 13.19 1.49 1.33 0.85 103.56 84.64 282.81 291.22 258.99 326.88 241.13 55.04 147.94 20.87 19.24 33.74 22.65 47.47 38.44 42.54 390.79
13.24 3.32 0.29 1.15 2.14 5.82 7.81 9.97 11.27 5.08 5.23 11.96 1.09 23.94 5.46 4.89 5.76 5.65 13.33 13.13 12.01 25.93
1539.75 932.57 1039.2 20.84 549.55 570.75 151.88 492.8 418.45 372.16 404.25 387.05 292.79 453.29 777.42 764.83 803.97 771.81 1035.38 539.39 479.12 132.22
1848.19 1585.47 203.56 13.11 707.88 887.56 1193.99 1307.93 1979.31 1740.08 1840.66 1616.59 1329.45 725.48 697.62 697.34 823.12 693.24 807.48 1280.92 1161.2 1251.03
301.22 125.52 16.53 1.7 103.91 122.87 149.4 178.57 125.33 152.14 143.49 151.33 111.6 203.59 60.12 61.82 59.53 58.25 52.24 205.66 186.59 482.4
4.17 1.89 0.39 0.2 0.57 4.42 3.87 10.92 12.2 14.36 18.33 7.58 0.38 2.34 0.59 0.63 0.96 0.53 0.79 0.53 0.68 9.4
657.52 401.54 336.14 16.55 242.85 294.28 388.42 384.56 344.22 327.75 353.22 451.88 341.0 140.13 357.1 307.56 352.66 287.65 356.65 431.39 409.14 497.03
22.96 15.35 3.52 2.37 8.68 12.26 14.44 10.28 18.86 12.83 13.42 22.94 3.84 22.75 7.35 4.68 7.72 8.03 12.45 23.89 13.32 37.67
14.59 7.46 0.75 1.03 0.41 14.22 10.36 34.61 27.56 36.24 47.74 29.8 1.98 10.93 0.76 0.69 1.27 0.93 1.33 2.54 1.05 19.89
3.67 2.01 0.05 0.71 0.21 6.46 4.64 13.45 16.84 17.89 28.16 12.51 1.74 3.89 0.48 0.26 0.86 0.74 0.89 1.95 1.14 6.24
317.32 195.66 114.6 4.39 0.16 384.54 167.88 695.96 540.68 475.91 649.35 404.94 124.62 171.07 45.33 55.99 70.17 43.34 103.61 111.46 105.78 564.15
482.34 247.54 122.85 1.23 1.93 759.89 190.12 1445.91 1361.75 868.32 1396.77 1091.71 283.85 269.76 42.67 55.62 96.29 54.79 200.26 207.38 132.96 1982.05
221.13 31.49 3.67 1.25 4.52 68.38 120.8 41.35 141.18 151.39 85.53 262.55 11.65 613.74 30.47 30.76 12.81 18.29 112.82 18.73 16.76 398.09
0.87 0.05 0.0 0.68 0.03 3.47 1.62 6.27 4.59 11.4 11.08 3.11 0.09 1.52 0.16 0.03 0.53 0.01 0.23 0.05 0.04 0.83
3.6 1.54 0.24 0.72 0.39 9.58 5.9 9.19 4.44 8.09 10.76 2.85 1.47 2.5 0.76 0.86 0.55 0.58 0.17 0.45 0.7 10.67
5.59 1.58 0.04 0.6 0.3 7.12 5.91 8.62 10.13 7.5 10.85 7.31 2.07 4.23 1.3 0.88 1.2 1.36 2.21 0.67 0.88 2.35
4.44 2.2 0.05 0.93 0.1 7.46 5.01 5.89 32.43 7.78 20.3 18.53 0.72 6.59 0.04 0.0 0.1 0.03 0.4 0.31 0.06 2.94
27.17 6.04 0.04 2.84 0.0 5.99 0.08 22.25 24.75 26.49 26.79 26.71 7.63 13.71 1.64 2.05 2.38 3.15 15.9 5.06 6.25 0.32
18.22 10.84 0.03 0.28 0.01 22.96 42.65 38.51 37.75 16.34 44.08 37.79 1.68 8.19 1.68 1.97 2.52 2.47 0.62 0.78 1.45 57.35
11.92 5.43 0.0 0.88 0.01 29.79 41.62 82.2 42.87 66.11 91.7 35.9 9.24 14.78 3.57 3.03 5.03 3.67 2.6 5.38 10.48 35.81
6.77 0.85 0.0 1.0 0.0 16.46 9.14 33.91 51.82 30.27 43.51 30.85 1.02 7.44 0.2 0.04 0.4 0.17 0.18 0.79 0.33 25.11
0.29 0.19 0.0 0.33 0.0 4.17 1.5 2.37 4.64 2.16 2.78 2.54 1.98 5.04 1.04 0.66 1.33 0.66 0.0 0.54 0.64 2.02
11.9 11.3 0.51 0.7 0.95 7.18 9.53 5.64 6.14 5.41 4.46 6.74 0.88 17.65 5.71 5.02 6.26 5.71 6.92 10.16 9.03 12.96
8.87 9.5 0.0 0.41 0.68 4.74 5.13 2.49 5.29 2.45 3.22 6.0 1.0 5.46 5.49 6.54 3.74 4.31 7.7 9.65 6.95 6.13
15.21 6.58 0.6 0.92 1.95 7.4 8.85 10.03 11.19 6.76 9.3 10.11 1.38 16.11 1.95 1.77 2.21 1.92 4.82 2.94 3.04 28.83
0.81 0.1 0.0 0.5 0.06 1.7 1.34 0.84 3.07 1.17 2.12 1.86 0.78 1.53 0.14 0.04 0.08 0.07 0.32 0.42 0.41 0.61
37.66 1.76 10.55 0.22 1.64 21.4 10.45 15.6 23.04 19.77 14.11 50.62 7.32 85.63 6.97 6.67 11.55 1.75 4.53 7.22 10.38 63.68
50.03 12.4 0.63 0.42 6.59 7.09 5.29 21.76 20.29 44.52 20.93 36.15 1.67 29.92 2.67 1.82 1.57 2.29 12.51 31.7 21.7 57.93
21.03 9.15 0.56 0.35 1.12 46.37 10.21 16.35 42.27 14.1 55.91 30.23 1.34 0.86 0.77 0.7 1.69 0.0 1.78 0.46 0.0 1.88
7.64 5.38 0.58 0.39 0.04 2.77 2.92 5.28 7.06 7.16 4.8 8.42 1.85 7.48 1.22 1.78 1.47 1.63 6.06 7.52 7.46 2.79
318.3 230.79 199.62 6.05 202.7 199.2 150.85 200.78 174.54 191.53 174.64 184.18 101.87 159.16 189.0 157.36 181.18 173.07 215.99 167.94 181.4 227.82
1.13 0.28 0.29 0.85 0.0 10.79 2.57 20.23 44.83 29.28 37.38 51.07 0.07 0.91 0.04 0.0 0.38 0.0 1.21 0.09 0.0 6.59
0.29 0.21 0.0 0.66 0.02 7.4 2.26 10.82 10.62 8.52 10.53 6.49 4.49 1.14 0.33 0.27 0.27 0.13 0.0 5.97 8.32 0.42
5.62 2.03 0.45 0.76 0.06 0.78 1.21 2.47 0.81 2.68 3.46 0.94 0.38 1.8 0.38 0.32 0.5 0.5 0.27 0.52 0.72 6.68
134.85 14.9 0.41 0.65 0.79 15.85 19.83 15.09 29.95 17.38 6.93 42.14 1.2 316.02 19.43 20.6 12.94 22.93 23.4 41.14 26.11 45.79
51.42 4.03 0.0 0.43 0.13 11.82 6.83 41.61 13.06 32.23 24.49 12.79 2.68 14.47 12.53 14.3 12.82 13.02 26.98 56.91 50.37 14.39
611.04 224.12 277.4 65.22 175.36 171.74 0.0 173.32 291.56 189.37 216.76 280.69 138.54 0.86 221.51 240.93 259.57 204.44 127.5 169.27 76.43 0.0
21.39 2.22 0.0 0.28 1.44 72.88 19.04 39.88 175.29 68.69 82.82 186.21 11.14 25.79 3.97 5.55 7.85 6.86 22.01 16.65 11.77 29.03
1475.56 460.88 2.93 103.05 62.09 376.31 594.58 1448.32 1006.46 1750.88 1460.95 1199.72 203.06 1435.98 268.03 208.69 268.38 238.16 221.24 1403.26 1174.89 2001.96
1.26 0.99 0.02 0.46 0.05 2.45 1.57 2.66 3.24 2.22 3.8 2.13 1.91 2.21 0.48 0.52 0.56 1.32 0.76 1.52 1.68 1.33
10.66 2.51 0.44 0.15 0.0 3.21 6.97 3.38 4.45 9.01 11.33 5.03 0.31 1.52 0.81 0.97 0.82 0.76 0.19 0.6 0.23 1.88
2931.25 1759.08 1547.97 81.4 1193.4 1236.09 1401.98 3521.64 2246.47 2798.85 3306.69 2704.24 1419.64 1297.39 1150.94 1004.39 1221.63 980.05 1393.85 1481.1 1648.05 1158.07
14.16 19.33 0.55 0.56 0.28 17.02 26.21 19.57 50.73 28.42 28.94 45.16 5.97 7.94 8.46 9.4 9.3 9.44 4.93 6.11 4.4 13.08
576.57 169.2 67.32 0.64 2.02 161.72 286.33 396.81 375.55 177.91 281.2 272.55 120.36 89.1 83.21 79.19 109.34 107.93 85.27 157.19 163.58 342.38
0.83 0.27 0.03 1.49 0.16 13.08 11.61 17.96 22.42 28.67 34.16 21.58 2.47 1.96 1.17 1.24 1.86 1.52 0.54 0.96 1.03 18.5
735.71 445.7 224.68 12.91 230.37 309.35 357.62 410.46 467.82 593.39 453.93 673.87 201.47 579.89 173.4 169.75 178.14 181.5 188.61 526.8 459.75 606.7
1.12 1.21 0.66 0.92 0.54 2.23 2.2 1.19 2.08 1.2 1.28 1.68 1.08 0.98 0.54 0.27 0.63 0.41 0.6 0.94 0.91 0.21
3.04 2.58 0.03 0.26 6.58 12.2 16.28 8.0 16.71 21.15 21.08 13.52 4.98 3.21 2.54 2.28 2.34 2.06 4.02 2.84 3.14 12.86
25.62 22.17 1.31 0.08 4.2 57.39 66.18 55.8 109.85 107.6 111.47 109.53 26.61 19.9 18.7 16.73 19.33 18.43 42.95 26.29 17.04 72.53
21.78 36.93 8.7 0.44 0.97 34.11 23.49 91.9 73.27 91.32 118.94 63.73 6.47 43.14 11.39 15.03 13.26 8.75 30.78 25.9 26.17 64.52
21.45 15.48 14.08 1.64 1.1 16.73 14.24 15.64 15.38 17.12 23.06 12.98 5.96 10.04 1.44 1.2 1.81 1.4 3.43 3.13 4.69 33.23
2.36 1.81 3.12 0.64 0.04 0.43 2.44 0.81 0.64 1.5 1.05 1.29 0.35 15.06 0.14 0.28 0.16 0.17 0.43 0.44 0.77 2.81
6.04 1.45 0.42 0.28 0.03 8.21 3.58 16.78 13.27 17.68 40.25 3.55 1.14 1.76 1.07 0.43 0.24 0.21 1.63 0.57 0.65 15.71
11.07 2.95 0.14 0.74 0.06 3.54 4.65 16.59 4.33 10.39 6.67 3.14 0.61 24.41 3.48 3.01 3.27 3.14 1.07 17.38 14.3 11.27
94.13 53.67 0.41 0.45 0.05 28.75 26.44 55.66 53.75 107.41 100.87 36.99 1.96 6.3 7.04 4.94 9.95 6.83 0.34 1.02 0.34 3.68
280.09 19.28 0.09 0.76 0.03 59.61 58.65 279.03 70.45 126.95 133.83 46.54 6.82 108.91 22.88 24.89 23.49 21.8 25.33 209.89 183.6 231.72
30.78 15.11 4.39 0.7 13.66 20.83 26.89 20.84 16.49 13.98 14.94 17.14 12.07 28.26 13.4 13.98 13.27 12.22 8.44 17.7 21.06 33.8
14.02 0.75 0.0 0.6 0.27 1.21 1.03 1.52 0.86 0.47 2.09 2.65 0.04 12.82 0.05 0.0 0.0 0.0 19.52 4.65 3.49 2.86
0.54 1.31 2.0 1.42 0.06 4.68 4.42 5.36 2.7 4.54 8.76 0.78 0.18 1.47 1.21 1.13 1.5 0.78 0.1 0.11 0.0 2.31
47.34 19.52 31.09 0.16 9.51 22.14 39.22 16.18 18.59 11.17 33.85 49.03 39.23 5.2 9.83 13.88 28.35 22.32 27.31 21.98 42.4 30.1

Details

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