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Datasets:
Liu-Hy
/
GenoTEX

Tasks:
Text Generation
Table Question Answering
Tabular Regression
Languages:
English
Size:
100B<n<1T
ArXiv:
Tags:
ai4science
agent
llm
genomics
biology
License:
Dataset card Files Community
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  1. output/regress/Psoriasis/significant_genes_condition_Age.json +78 -0
  2. output/regress/Psoriasis/significant_genes_condition_Ankylosing_Spondylitis.json +54 -0
  3. output/regress/Psoriasis/significant_genes_condition_Atherosclerosis.json +57 -0
  4. output/regress/Psoriasis/significant_genes_condition_Atrial_Fibrillation.json +57 -0
  5. output/regress/Psoriasis/significant_genes_condition_Bipolar_disorder.json +57 -0
  6. output/regress/Psoriasis/significant_genes_condition_Breast_Cancer.json +57 -0
  7. output/regress/Psoriasis/significant_genes_condition_COVID-19.json +57 -0
  8. output/regress/Psoriasis/significant_genes_condition_Celiac_Disease.json +45 -0
  9. output/regress/Psoriasis/significant_genes_condition_Chronic_kidney_disease.json +66 -0
  10. output/regress/Psoriasis/significant_genes_condition_Chronic_obstructive_pulmonary_disease_(COPD).json +57 -0
  11. output/regress/Psoriasis/significant_genes_condition_Coronary_artery_disease.json +54 -0
  12. output/regress/Psoriasis/significant_genes_condition_Crohns_Disease.json +57 -0
  13. output/regress/Psoriasis/significant_genes_condition_Eczema.json +45 -0
  14. output/regress/Psoriasis/significant_genes_condition_Epilepsy.json +54 -0
  15. output/regress/Psoriasis/significant_genes_condition_Rheumatoid_Arthritis.json +57 -0
  16. output/regress/Psoriasis/significant_genes_condition_Thyroid_Cancer.json +54 -0
  17. output/regress/Psoriasis/significant_genes_condition_Type_1_Diabetes.json +54 -0
  18. output/regress/Psoriasis/significant_genes_condition_Type_2_Diabetes.json +60 -0
  19. output/regress/Psoriatic_Arthritis/significant_genes_condition_Age.json +180 -0
  20. output/regress/Psoriatic_Arthritis/significant_genes_condition_Ankylosing_Spondylitis.json +180 -0
  21. output/regress/Psoriatic_Arthritis/significant_genes_condition_Gender.json +186 -0
  22. output/regress/Psoriatic_Arthritis/significant_genes_condition_Hypertension.json +1104 -0
  23. output/regress/Psoriatic_Arthritis/significant_genes_condition_None.json +177 -0
  24. output/regress/Psoriatic_Arthritis/significant_genes_condition_Obesity.json +177 -0
  25. output/regress/Psoriatic_Arthritis/significant_genes_condition_Sjögrens_Syndrome.json +177 -0
  26. output/regress/Rectal_Cancer/significant_genes_condition_Age.json +804 -0
  27. output/regress/Rectal_Cancer/significant_genes_condition_Gender.json +792 -0
  28. output/regress/Rectal_Cancer/significant_genes_condition_Hypertension.json +819 -0
  29. output/regress/Rectal_Cancer/significant_genes_condition_None.json +813 -0
  30. output/regress/Rectal_Cancer/significant_genes_condition_Obesity.json +576 -0
  31. output/regress/Retinoblastoma/significant_genes_condition_Hypertension.json +507 -0
  32. output/regress/Retinoblastoma/significant_genes_condition_None.json +501 -0
  33. output/regress/Retinoblastoma/significant_genes_condition_Obesity.json +510 -0
  34. output/regress/Rheumatoid_Arthritis/significant_genes_condition_Ankylosing_Spondylitis.json +72 -0
  35. output/regress/Rheumatoid_Arthritis/significant_genes_condition_Asthma.json +63 -0
  36. output/regress/Rheumatoid_Arthritis/significant_genes_condition_Celiac_Disease.json +66 -0
  37. output/regress/Rheumatoid_Arthritis/significant_genes_condition_Crohns_Disease.json +357 -0
  38. output/regress/Rheumatoid_Arthritis/significant_genes_condition_Gender.json +75 -0
  39. output/regress/Rheumatoid_Arthritis/significant_genes_condition_Hypertension.json +72 -0
  40. output/regress/Rheumatoid_Arthritis/significant_genes_condition_None.json +60 -0
  41. output/regress/Rheumatoid_Arthritis/significant_genes_condition_Obesity.json +513 -0
  42. output/regress/Rheumatoid_Arthritis/significant_genes_condition_Psoriasis.json +66 -0
  43. output/regress/Rheumatoid_Arthritis/significant_genes_condition_Type_1_Diabetes.json +69 -0
  44. output/regress/Schizophrenia/significant_genes_condition_Age.json +189 -0
  45. output/regress/Schizophrenia/significant_genes_condition_Atherosclerosis.json +1215 -0
  46. output/regress/Schizophrenia/significant_genes_condition_Atrial_Fibrillation.json +168 -0
  47. output/regress/Schizophrenia/significant_genes_condition_Bipolar_disorder.json +180 -0
  48. output/regress/Schizophrenia/significant_genes_condition_Breast_Cancer.json +192 -0
  49. output/regress/Schizophrenia/significant_genes_condition_COVID-19.json +171 -0
  50. output/regress/Schizophrenia/significant_genes_condition_Chronic_kidney_disease.json +1206 -0
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output/regress/Psoriasis/significant_genes_condition_Ankylosing_Spondylitis.json ADDED
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output/regress/Psoriasis/significant_genes_condition_Atherosclerosis.json ADDED
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+ -7.890046684775408e-05,
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+ -2.8407911509235808e-05
114
+ ],
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+ "Absolute Coefficient": [
116
+ 0.11342224401090323,
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168
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170
+ ]
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+ },
172
+ "cv_performance": {
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+ "prediction": {
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+ "accuracy": 86.36363636363635,
175
+ "precision": 10.0,
176
+ "recall": 6.666666666666666,
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+ "f1": 8.0
178
+ },
179
+ "selection": {
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+ "recall": 2.0,
182
+ "f1": 1.2307692307692306,
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+ "jaccard": 0.6349206349206349
184
+ }
185
+ }
186
+ }
output/regress/Psoriatic_Arthritis/significant_genes_condition_Hypertension.json ADDED
@@ -0,0 +1,1104 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
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+ "OR56B1",
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+ "ZSWIM7",
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33
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34
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35
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36
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37
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40
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42
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44
+ "ORMDL3",
45
+ "KBTBD7",
46
+ "ACOX1",
47
+ "BAG3",
48
+ "FCGBP",
49
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50
+ "LIG4",
51
+ "SLAMF7",
52
+ "CTBP2",
53
+ "ENC1",
54
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55
+ "TMEM14B",
56
+ "CC2D1A",
57
+ "PDIK1L",
58
+ "CSTF2T",
59
+ "RGCC",
60
+ "FBXW9",
61
+ "ZNF415",
62
+ "YBEY",
63
+ "LIMS2",
64
+ "CBX1",
65
+ "DIPK1B",
66
+ "QRSL1",
67
+ "RSRP1",
68
+ "ODF2L",
69
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70
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71
+ "DSP",
72
+ "RBM7",
73
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74
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75
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76
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77
+ "C1orf115",
78
+ "DLK2",
79
+ "OTUD3",
80
+ "CEP250",
81
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82
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83
+ "CAMK2N1",
84
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85
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86
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87
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88
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89
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91
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92
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93
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94
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95
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96
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97
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98
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99
+ "KATNAL1",
100
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101
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102
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103
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104
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105
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106
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115
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119
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120
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122
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123
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124
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125
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126
+ "CSNK1G3",
127
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128
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129
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130
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131
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132
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133
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134
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136
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139
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140
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141
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142
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143
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144
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145
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146
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147
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148
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149
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150
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151
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152
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153
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154
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155
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156
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157
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158
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159
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160
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161
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162
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163
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164
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165
+ "CCNI2",
166
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167
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168
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169
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170
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171
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172
+ "LYZ",
173
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174
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175
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176
+ "TNNI2",
177
+ "DALRD3",
178
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179
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180
+ "POMZP3",
181
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183
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184
+ "FECH",
185
+ "MORC2",
186
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187
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188
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189
+ "TMEM131",
190
+ "PKM",
191
+ "BCL9L",
192
+ "GTPBP8",
193
+ "TULP3",
194
+ "MYOM2",
195
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196
+ "PIK3C2A",
197
+ "NIT1",
198
+ "IGLL3P",
199
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200
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201
+ "PARP9",
202
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206
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222
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223
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224
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226
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229
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231
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236
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237
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238
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240
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241
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242
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251
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253
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254
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255
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256
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257
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258
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260
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261
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262
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263
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265
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266
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267
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268
+ "SERHL",
269
+ "ETV3",
270
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271
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272
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273
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279
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282
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287
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288
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293
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294
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295
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296
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297
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299
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+ "LCK",
360
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364
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output/regress/Psoriatic_Arthritis/significant_genes_condition_Sjögrens_Syndrome.json ADDED
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output/regress/Rectal_Cancer/significant_genes_condition_Age.json ADDED
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+ }
output/regress/Rectal_Cancer/significant_genes_condition_Gender.json ADDED
@@ -0,0 +1,792 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "TRERF1",
5
+ "NR1H4",
6
+ "GNA15",
7
+ "KCND2",
8
+ "C18orf15",
9
+ "PICSAR",
10
+ "CYCS",
11
+ "PPP1R7",
12
+ "PLAAT1",
13
+ "PTGES3",
14
+ "CACNA1A",
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+ "MAP9",
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+ "IRX2",
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+ "STYX",
18
+ "MYOCD",
19
+ "HEATR5B",
20
+ "ALX3",
21
+ "M1AP",
22
+ "SERPINC1",
23
+ "POLR3E",
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+ "TTTY6",
25
+ "PNLIPRP2",
26
+ "KRBOX5",
27
+ "CREB3L2",
28
+ "MAPK4",
29
+ "CEP89",
30
+ "GLB1L2",
31
+ "DNASE1L1",
32
+ "RASGEF1B",
33
+ "GRIK3",
34
+ "CCL20",
35
+ "GJA3",
36
+ "ARSG",
37
+ "KRT1",
38
+ "ARHGAP4",
39
+ "CEL",
40
+ "REG1B",
41
+ "HOXB9",
42
+ "CRP",
43
+ "IFNG",
44
+ "VCPIP1",
45
+ "DNASE2B",
46
+ "NME5",
47
+ "PEBP1",
48
+ "MMP13",
49
+ "NKAIN2",
50
+ "BAIAP2L1",
51
+ "RAB3C",
52
+ "RBKS",
53
+ "KLHL13",
54
+ "CKMT2",
55
+ "DMBT1",
56
+ "ESPL1",
57
+ "SPIRE2",
58
+ "EXT2",
59
+ "GJB7",
60
+ "CDKN1C",
61
+ "APOL3",
62
+ "TMEM35A",
63
+ "C6orf147",
64
+ "PCDHB5",
65
+ "MEX3C",
66
+ "SEZ6",
67
+ "FAM184B",
68
+ "LINC02897",
69
+ "KCNC3",
70
+ "ABCG4",
71
+ "CCDC73",
72
+ "GSTM4",
73
+ "TMEM132E",
74
+ "GLYAT",
75
+ "ANKRD2",
76
+ "PLA2G2C",
77
+ "PFDN6",
78
+ "GDNF",
79
+ "CPT1A",
80
+ "MASP2",
81
+ "CCT6B",
82
+ "CFAP70",
83
+ "CFAP144",
84
+ "SLC66A1LP",
85
+ "SLC46A1",
86
+ "GRB14",
87
+ "MOK",
88
+ "COX15",
89
+ "TRIM53AP",
90
+ "CHURC1",
91
+ "TRPT1",
92
+ "BTBD16",
93
+ "NYNRIN",
94
+ "CELSR2",
95
+ "TRIM8",
96
+ "ZNF334",
97
+ "RGS1",
98
+ "POGLUT1",
99
+ "XPC",
100
+ "KYAT3",
101
+ "HOXC5",
102
+ "RPRM",
103
+ "ZCWPW2",
104
+ "CDK11A",
105
+ "NIPA2",
106
+ "LRIF1",
107
+ "NRN1",
108
+ "KCTD16",
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+ "LYRM9",
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+ "POLR2E",
111
+ "FERRY3",
112
+ "NDUFV3",
113
+ "PDHA1",
114
+ "CD40",
115
+ "INTS10",
116
+ "OR8A1",
117
+ "NSG2",
118
+ "HBG1",
119
+ "PCP2",
120
+ "EPHB1",
121
+ "FN1",
122
+ "PLEKHB1",
123
+ "GAA",
124
+ "H1-2",
125
+ "PCDHA6",
126
+ "SPACA3",
127
+ "HSPB3",
128
+ "BMP15",
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+ "PPAT",
130
+ "CFAP300",
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+ "TMPRSS5",
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+ "KL",
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+ "CENPB",
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+ "ZNF32-AS2",
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+ "NLRP14",
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+ "SSTR5",
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+ "TAMM41",
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+ "TCN1",
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+ "ADAM32",
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+ "BRINP3",
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+ "ANKRD20A20P",
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+ "GDF6",
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+ "CLCC1",
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+ "YBEY",
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+ "RPP14",
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+ "PIK3R3",
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+ "LY6D",
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+ "MIR1915HG",
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+ "ZNF778",
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+ "ANKRD20A1",
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+ "MST1",
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+ "OR2B6",
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+ "CNTN4",
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+ "ALKBH2",
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+ "TMPPE",
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+ "HARBI1",
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+ "NRN1L",
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+ "DUS4L",
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+ "FBXW10",
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+ "USP12",
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+ "SERPINI2",
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+ "PTPRVP",
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+ "ZNF491",
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+ "TAS2R19",
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+ "CEP15",
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+ "KIF5C",
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+ "PAX7",
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+ "OSGEPL1",
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+ "NFIL3",
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+ "LINC02860",
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+ "FREM1",
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+ "TONSL",
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+ "PMS2P5",
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+ "RPRML",
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+ "PSPH",
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+ "FGL1",
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+ "NOTCH2NLB",
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+ "OR4S1",
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+ "TMEM169",
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+ "GALNT11",
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+ "AURKC",
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+ "CWH43",
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+ "HSCB",
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+ "RNASE12",
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+ "NAPRT",
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+ "F5",
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+ "SCNM1",
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+ "FBXO4",
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+ "NPFFR2",
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+ "SOWAHD",
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+ "NOL7",
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+ "PLBD1",
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+ "IFIT1",
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+ "SIGLEC12",
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+ "FAM138E",
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+ "CD200",
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+ "CCDC159",
198
+ "ENC1",
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+ "TBC1D4",
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+ "CEP164",
201
+ "COASY",
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+ "ECH1",
203
+ "OR2A20P",
204
+ "TMA16",
205
+ "NKPD1",
206
+ "SSBP4",
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+ "CLDN1",
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+ "ATF5",
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+ "SASH1",
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+ "SURF1",
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+ "SRD5A3",
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+ "RTN4RL1",
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+ "MRPL42P5",
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+ "FOLH1B",
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+ "ZNF570",
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+ "MARCHF2",
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+ "DNAI3",
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+ "CKM",
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+ "SLC9A7",
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+ "LINC00588",
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+ "SNORD12B",
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+ "SYT4",
223
+ "PCDHB16",
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+ "PCP4",
225
+ "ZNF764",
226
+ "NUDT9",
227
+ "TPPP",
228
+ "NPTX1",
229
+ "GZMB",
230
+ "DNAH12",
231
+ "IL17B",
232
+ "PCDHB4",
233
+ "BIRC3",
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+ "GABRB2",
235
+ "IGH",
236
+ "PRCD",
237
+ "NAT8B",
238
+ "ABHD12B",
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+ "BTBD17",
240
+ "PLA2G15",
241
+ "PKD1L2",
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+ "CHMP2A",
243
+ "ZNF619",
244
+ "ZNF133",
245
+ "VWCE",
246
+ "RGPD1",
247
+ "LMBR1L",
248
+ "VAX1",
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+ "PRAC1",
250
+ "FKBP4",
251
+ "POTEB",
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+ "FNDC3B",
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+ "HSPA4",
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+ "MDH1B",
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+ "CDK11B",
256
+ "LAMA3",
257
+ "UBD",
258
+ "ANKRD34A",
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+ "TNNI3"
260
+ ],
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+ "Coefficient": [
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+ "Absolute Coefficient": [
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+ },
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+ "cv_performance": {
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+ "selection": {
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+ }
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+ }
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+ }
output/regress/Rectal_Cancer/significant_genes_condition_Hypertension.json ADDED
@@ -0,0 +1,819 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "significant_genes": {
3
+ "Variable": [
4
+ "TRERF1",
5
+ "NR1H4",
6
+ "GNA15",
7
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8
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9
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10
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11
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13
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14
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15
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16
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17
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18
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19
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20
+ "STYX",
21
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22
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23
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24
+ "MYOCD",
25
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26
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27
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28
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29
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30
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31
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32
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33
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34
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35
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36
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37
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38
+ "GJB7",
39
+ "CFAP70",
40
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41
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42
+ "EXT2",
43
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44
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45
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46
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47
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48
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49
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50
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51
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52
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53
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54
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55
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56
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57
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58
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59
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60
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61
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62
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63
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64
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65
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66
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67
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68
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69
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70
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71
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72
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73
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74
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75
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76
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77
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78
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79
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80
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81
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82
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83
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84
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85
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86
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87
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88
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89
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90
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91
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92
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93
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94
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95
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96
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97
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98
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99
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100
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101
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102
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103
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104
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105
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106
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107
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108
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109
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110
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111
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112
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113
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114
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115
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116
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117
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118
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119
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120
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121
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122
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123
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124
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125
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126
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127
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128
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129
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130
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131
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132
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133
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134
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135
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136
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137
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138
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139
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140
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141
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142
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145
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146
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147
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148
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149
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150
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151
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152
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153
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154
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155
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156
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157
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158
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159
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160
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161
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162
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163
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164
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165
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166
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167
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168
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169
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170
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171
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172
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173
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174
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175
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176
+ "TMEM169",
177
+ "RHBDD3",
178
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179
+ "NOL7",
180
+ "MORF4",
181
+ "DNAH12",
182
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183
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184
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185
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186
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187
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188
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189
+ "PRCD",
190
+ "PKD1L2",
191
+ "KCTD16",
192
+ "IFIT1",
193
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194
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195
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196
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197
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198
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199
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200
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201
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202
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203
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204
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205
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206
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207
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208
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209
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210
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211
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212
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213
+ "PPAT",
214
+ "L3MBTL4",
215
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216
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217
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218
+ "CD40",
219
+ "ZNF570",
220
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221
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222
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223
+ "SLC9A7",
224
+ "VAX1",
225
+ "PTPRVP",
226
+ "CFAP300",
227
+ "HDDC2",
228
+ "ENC1",
229
+ "F5",
230
+ "KIAA0040",
231
+ "FAM138E",
232
+ "FOLH1B",
233
+ "IGH",
234
+ "TNFRSF6B",
235
+ "DNAJC1",
236
+ "PIK3R3",
237
+ "SEMA3F",
238
+ "ZNF619",
239
+ "POU4F1",
240
+ "MRPS18A",
241
+ "RPP14",
242
+ "OR4S1",
243
+ "CTSZ",
244
+ "KNCN",
245
+ "MRPL42P5",
246
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+ }
output/regress/Rectal_Cancer/significant_genes_condition_None.json ADDED
@@ -0,0 +1,813 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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output/regress/Rectal_Cancer/significant_genes_condition_Obesity.json ADDED
@@ -0,0 +1,576 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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output/regress/Retinoblastoma/significant_genes_condition_Hypertension.json ADDED
@@ -0,0 +1,507 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "significant_genes": {
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+ }
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+ }
output/regress/Retinoblastoma/significant_genes_condition_None.json ADDED
@@ -0,0 +1,501 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "selection": {
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+ }
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+ }
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+ }
output/regress/Retinoblastoma/significant_genes_condition_Obesity.json ADDED
@@ -0,0 +1,510 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "significant_genes": {
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+ "Variable": [
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output/regress/Rheumatoid_Arthritis/significant_genes_condition_Obesity.json ADDED
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output/regress/Schizophrenia/significant_genes_condition_Atherosclerosis.json ADDED
@@ -0,0 +1,1215 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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30
+ "ABCD1",
31
+ "ACO1",
32
+ "AAMDC",
33
+ "ACSF2",
34
+ "ADAM19",
35
+ "ACBD4",
36
+ "ADAM17",
37
+ "ABCB7",
38
+ "ABHD6",
39
+ "ABHD10",
40
+ "ABCA11P",
41
+ "AATF",
42
+ "ABHD18",
43
+ "ACTN2",
44
+ "ABCB11",
45
+ "ABCC2",
46
+ "ACVR2A",
47
+ "ABLIM3",
48
+ "ADPRM",
49
+ "ACOT1",
50
+ "ABTB2",
51
+ "ACOX1",
52
+ "ABCA7",
53
+ "ACRV1",
54
+ "ABCF1",
55
+ "AASS",
56
+ "ACOXL",
57
+ "ABCC9",
58
+ "ADARB2",
59
+ "ABCA6",
60
+ "AARS1",
61
+ "ABHD3",
62
+ "ABCC1",
63
+ "ADRA1B",
64
+ "ACSL1",
65
+ "ACTR3P2",
66
+ "ABRAXAS2",
67
+ "ACTL7B",
68
+ "ACTG1P4",
69
+ "ACAA2",
70
+ "AARSD1",
71
+ "ACSM2A",
72
+ "ACSM1",
73
+ "ABCB9",
74
+ "ABCC5",
75
+ "ABCG2",
76
+ "ACAD10",
77
+ "ABCD1P2",
78
+ "ADAM22",
79
+ "ABHD8",
80
+ "ADGRV1",
81
+ "ACD",
82
+ "ADRA1A",
83
+ "ADRA2B",
84
+ "ACSBG2",
85
+ "ACTL7A",
86
+ "ACSL4",
87
+ "ADAM3A",
88
+ "ADH5",
89
+ "ABT1",
90
+ "ACTA2",
91
+ "ADAMTS13",
92
+ "ALDH3A1",
93
+ "ABCD3",
94
+ "ABI3BP",
95
+ "ABO",
96
+ "ABR",
97
+ "ABHD2",
98
+ "AIRE",
99
+ "ADGRA2",
100
+ "ACR",
101
+ "ACTR3B",
102
+ "ABCA5",
103
+ "ADGRA3",
104
+ "ABCG4",
105
+ "APH1B",
106
+ "AMACR",
107
+ "ACP6",
108
+ "ACTC1",
109
+ "ALG8",
110
+ "ABITRAM",
111
+ "B3GNTL1",
112
+ "ADIPOR2",
113
+ "BRF1",
114
+ "ALG6",
115
+ "ACKR3",
116
+ "ADGRG1",
117
+ "ADPGK",
118
+ "AMFR",
119
+ "ABCA1",
120
+ "ACOT13",
121
+ "ADGRG3",
122
+ "ABAT",
123
+ "ADTRP",
124
+ "ACVRL1",
125
+ "ADCY6",
126
+ "ACSL3",
127
+ "ADAMTS20",
128
+ "ACTR2",
129
+ "ADAP2",
130
+ "AKIRIN1",
131
+ "ACTBP9",
132
+ "ADAM15",
133
+ "ACVR1",
134
+ "ACKR1",
135
+ "ADAMTS3",
136
+ "ADH1C",
137
+ "ABHD4",
138
+ "ADCY7",
139
+ "ABHD14A",
140
+ "ADA",
141
+ "ACOT2",
142
+ "AGBL3",
143
+ "ALG12",
144
+ "ACSS3",
145
+ "ACTA1",
146
+ "AGFG1",
147
+ "AMIGO3",
148
+ "AASDHPPT",
149
+ "AGRP",
150
+ "ANO1",
151
+ "ACADSB",
152
+ "CH25H",
153
+ "ABCC8",
154
+ "ADAM5",
155
+ "ACTR6",
156
+ "ACADL",
157
+ "CARS2",
158
+ "ACOT11",
159
+ "ADCY2",
160
+ "ACTR1B",
161
+ "ACAT1",
162
+ "ACTB",
163
+ "ARNT",
164
+ "ABCC3",
165
+ "ADRA1D",
166
+ "CDA",
167
+ "ABCE1",
168
+ "AFF3",
169
+ "APIP",
170
+ "ADRA2A",
171
+ "AMH",
172
+ "AGBL5",
173
+ "ACOX3",
174
+ "ACSM5",
175
+ "ATP13A3",
176
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177
+ "ACTR8",
178
+ "ACTL6B",
179
+ "AGTPBP1",
180
+ "AFF1",
181
+ "ACOT8",
182
+ "ABL1",
183
+ "ANGEL2",
184
+ "ACTN4",
185
+ "AGPAT4",
186
+ "ADAM30",
187
+ "ACAP1",
188
+ "AMN",
189
+ "ATP5MC2P1",
190
+ "ADD3",
191
+ "ADCYAP1R1",
192
+ "ADAMTS8",
193
+ "ACAA1",
194
+ "DAO",
195
+ "BTF3P13",
196
+ "AGAP10P",
197
+ "ALG11",
198
+ "CD24",
199
+ "AKAP10",
200
+ "GSTT1",
201
+ "ACSBG1",
202
+ "ANGPT4",
203
+ "ADAMTSL2",
204
+ "ACP2",
205
+ "ADRB1",
206
+ "DNAJC28",
207
+ "CA5BP1",
208
+ "BHMT2",
209
+ "ACADS",
210
+ "CRLF3",
211
+ "ADCY1",
212
+ "ASCL1",
213
+ "ADD1",
214
+ "KCND1",
215
+ "ADGRG2",
216
+ "STAT5B",
217
+ "DACH1",
218
+ "API5",
219
+ "ADAM28",
220
+ "ENO3",
221
+ "ANGPTL3",
222
+ "TTR",
223
+ "OPN1SW",
224
+ "ALDH3A2",
225
+ "ACSL6",
226
+ "AIDA",
227
+ "ARL4D",
228
+ "ADD2",
229
+ "ABI1",
230
+ "ARSF",
231
+ "ATP6V1B1",
232
+ "ADAR",
233
+ "ARSA",
234
+ "CDH6",
235
+ "BAHCC1",
236
+ "ABCF3",
237
+ "ANKRD1",
238
+ "ACYP2",
239
+ "ASPN",
240
+ "ADH7",
241
+ "ART3",
242
+ "ADAP1",
243
+ "ABCF2",
244
+ "ABCB4",
245
+ "ANKRD49",
246
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247
+ "BRS3",
248
+ "ACAD8",
249
+ "CLCNKA",
250
+ "ALOX15",
251
+ "ATP2C2",
252
+ "AKAP17A",
253
+ "CHP2",
254
+ "ADAM23",
255
+ "AHSG",
256
+ "ARL15",
257
+ "ANKRD2",
258
+ "ADAT1",
259
+ "ALG13",
260
+ "ACP5",
261
+ "ARB2A",
262
+ "ALDH1A3",
263
+ "BACE1",
264
+ "DARS2",
265
+ "BDKRB2",
266
+ "APBB1IP",
267
+ "ARC",
268
+ "BMAL2",
269
+ "ASPHD1",
270
+ "ADAMTS1",
271
+ "ADIPOQ",
272
+ "ADARB1",
273
+ "ARL3",
274
+ "LNPEP",
275
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276
+ "MYBPC2",
277
+ "CD226",
278
+ "ANGPTL4",
279
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280
+ "GASK1B",
281
+ "ARHGAP1",
282
+ "COIL",
283
+ "DSC1",
284
+ "ADAM21",
285
+ "C3orf36",
286
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287
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288
+ "GCFC2",
289
+ "APOBR",
290
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291
+ "CRTAM",
292
+ "ACTR3",
293
+ "ALS2CL",
294
+ "ACOT9",
295
+ "AGBL2",
296
+ "ADISSP",
297
+ "SP3P",
298
+ "BCAT2",
299
+ "ADAMTS12",
300
+ "ACACA",
301
+ "AKR1C3",
302
+ "ACYP1",
303
+ "ASTN2",
304
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305
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306
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307
+ "ADAMDEC1",
308
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309
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310
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311
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312
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313
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314
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315
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316
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317
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318
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319
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320
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321
+ "BCKDHB",
322
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323
+ "DKKL1",
324
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325
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326
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327
+ "AKR1C2",
328
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329
+ "GNMT",
330
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331
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332
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333
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334
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335
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336
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337
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338
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339
+ "AOAH",
340
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341
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342
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343
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344
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345
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346
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349
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350
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351
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352
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353
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354
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355
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356
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357
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358
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359
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360
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+ "ACAN",
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+ "GPATCH3",
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375
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382
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383
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390
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394
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+ "ANXA8L1",
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+ "ACSM2B"
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+ ],
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+ "Coefficient": [
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