Table 5.
Model | Rank | Gene set name | nGenes | Beta | SE | P | Pa |
---|---|---|---|---|---|---|---|
Trend | 1 | go_regeneration | 153 | 0.308 | 0.0685 | 0.0000033672 | 0.0358741488* |
Trend | 2 | go_reactive_oxygen_species_metabolic_process | 92 | 0.411 | 0.0922 | 0.0000042685 | 0.045476599* |
Trend | 3 | go_organ_regeneration | 79 | 0.355 | 0.0966 | 0.00011875 | 1 |
Trend | 4 | reactome_p2y_receptors | 12 | 1.03 | 0.282 | 0.0001333 | 1 |
Trend | 5 | tuomisto_tumor_suppression_by_col13a1_up | 16 | 0.771 | 0.215 | 0.00016802 | 1 |
Trend | 6 | go_regulation_of_mrna_3_end_processing | 27 | 0.494 | 0.141 | 0.00023174 | 1 |
Trend | 7 | go_au_rich_element_binding | 21 | 0.655 | 0.192 | 0.00032672 | 1 |
Trend | 8 | go_regulation_of_nuclear_transcribed_mrna_poly_a_tail_shortening | 11 | 0.765 | 0.226 | 0.00035697 | 1 |
Trend | 9 | go_rna_destabilization | 16 | 0.601 | 0.178 | 0.00037747 | 1 |
Trend | 10 | go_apical_protein_localization | 12 | 0.826 | 0.251 | 0.00050398 | 1 |
Trend | 11 | murakami_uv_response_6hr_dn | 19 | 0.637 | 0.195 | 0.00053107 | 1 |
Trend | 12 | go_superoxide_metabolic_process | 30 | 0.623 | 0.19 | 0.00053228 | 1 |
Trend | 13 | go_negative_regulation_of_cellular_response_to_insulin_stimulus | 31 | 0.513 | 0.159 | 0.00060983 | 1 |
Trend | 14 | go_execution_phase_of_apoptosis | 53 | 0.375 | 0.117 | 0.00068738 | 1 |
Trend | 15 | hernandez_aberrant_mitosis_by_docetacel_4nm_up | 21 | 0.624 | 0.196 | 0.00072487 | 1 |
Trend | 16 | go_regulation_of_mrna_polyadenylation | 10 | 0.629 | 0.198 | 0.00074015 | 1 |
Trend | 17 | pid_nfat_tfpathway | 47 | 0.401 | 0.13 | 0.00099145 | 1 |
Trend | 18 | go_regulation_of_transferase_activity | 920 | 0.0867 | 0.0283 | 0.0010735 | 1 |
Trend | 19 | go_axon | 411 | 0.125 | 0.0413 | 0.0012388 | 1 |
Trend | 20 | go_regulation_of_cellular_amide_metabolic_process | 344 | 0.136 | 0.0449 | 0.0012506 | 1 |
Dominant | 1 | go_arachidonic_acid_monooxygenase_activity | 15 | 1.33 | 0.269 | 0.00000041113 | 0.00438017902* |
Dominant | 2 | reactome_p2y_receptors | 12 | 1.23 | 0.294 | 0.000015196 | 0.161898184 |
Dominant | 3 | go_regulation_of_mrna_polyadenylation | 10 | 0.791 | 0.206 | 0.000061699 | 0.657341146 |
Dominant | 4 | go_regulation_of_mrna_3_end_processing | 27 | 0.551 | 0.147 | 0.000088695 | 0.94495653 |
Dominant | 5 | go_long_chain_fatty_acid_metabolic_process | 87 | 0.342 | 0.0913 | 0.000090289 | 0.961939006 |
Dominant | 6 | go_negative_regulation_of_binding | 127 | 0.273 | 0.074 | 0.00011268 | 1 |
Dominant | 7 | go_neuron_apoptotic_process | 34 | 0.522 | 0.143 | 0.0001309 | 1 |
Dominant | 8 | go_reactive_oxygen_species_metabolic_process | 92 | 0.347 | 0.0961 | 0.00015146 | 1 |
Dominant | 9 | murakami_uv_response_6hr_dn | 19 | 0.724 | 0.203 | 0.00017847 | 1 |
Dominant | 10 | graham_normal_quiescent_vs_normal_dividing_up | 64 | 0.433 | 0.122 | 0.00019318 | 1 |
Dominant | 11 | go_regeneration | 153 | 0.252 | 0.0713 | 0.000204 | 1 |
Dominant | 12 | reactome_signaling_by_notch4 | 12 | 0.933 | 0.264 | 0.00020967 | 1 |
Dominant | 13 | tuomisto_tumor_suppression_by_col13a1_up | 16 | 0.772 | 0.224 | 0.00028268 | 1 |
Dominant | 14 | go_arachidonic_acid_metabolic_process | 50 | 0.424 | 0.126 | 0.00036618 | 1 |
Dominant | 15 | go_rna_destabilization | 16 | 0.626 | 0.186 | 0.00038011 | 1 |
Dominant | 16 | 17 | 0.667 | 0.2 | 0.00041978 | 1 | |
Dominant | 17 | go_negative_regulation_of_cellular_response_to_insulin_stimulus | 31 | 0.548 | 0.165 | 0.00044684 | 1 |
Dominant | 18 | reactome_xenobiotics | 15 | 0.868 | 0.273 | 0.00073068 | 1 |
Dominant | 19 | go_apical_protein_localization | 12 | 0.83 | 0.262 | 0.00075723 | 1 |
Dominant | 20 | go_neuron_death | 46 | 0.4 | 0.127 | 0.00080182 | 1 |
Recessive | 1 | go_translation_regulator_activity_nucleic_acid_binding | 17 | 1.06 | 0.226 | 0.0000013818 | 0.0147216972* |
Recessive | 2 | galluzzi_permeabilize_mitochondria | 41 | 0.546 | 0.13 | 0.000014119 | 0.150423826 |
Recessive | 3 | go_fructose_metabolic_process | 14 | 1.06 | 0.258 | 0.000020033 | 0.213431582 |
Recessive | 4 | go_regulation_of_hexokinase_activity | 11 | 0.995 | 0.253 | 0.000043055 | 0.45870797 |
Recessive | 5 | go_immunoglobulin_binding | 18 | 0.719 | 0.191 | 0.000084426 | 0.899474604 |
Recessive | 6 | go_heat_shock_protein_binding | 88 | 0.329 | 0.0876 | 0.000088017 | 0.937733118 |
Recessive | 7 | go_peptide_antigen_binding | 25 | 0.795 | 0.216 | 0.00011626 | 1 |
Recessive | 8 | go_ikappab_kinase_complex | 11 | 1.02 | 0.282 | 0.0001527 | 1 |
Recessive | 9 | mootha_glycolysis | 21 | 0.771 | 0.215 | 0.00016298 | 1 |
Recessive | 10 | kang_immortalized_by_tert_up | 86 | 0.318 | 0.0922 | 0.00028655 | 1 |
Recessive | 11 | bogni_treatment_related_myeloid_leukemia_up | 29 | 0.553 | 0.163 | 0.00033607 | 1 |
Recessive | 12 | go_igg_binding | 7 | 0.947 | 0.281 | 0.00037687 | 1 |
Recessive | 13 | ellwood_myc_targets_up | 13 | 0.839 | 0.249 | 0.00038154 | 1 |
Recessive | 14 | dorsam_hoxa9_targets_up | 35 | 0.449 | 0.138 | 0.0005898 | 1 |
Recessive | 15 | reactome_abortive_elongation_of_hiv1_transcript_in_the_absence_of_tat | 23 | 0.64 | 0.201 | 0.00073176 | 1 |
Recessive | 16 | krieg_hypoxia_not_via_kdm3a | 716 | 0.109 | 0.0343 | 0.00073919 | 1 |
Recessive | 17 | go_central_nervous_system_development | 841 | 0.0994 | 0.0316 | 0.00084853 | 1 |
Recessive | 18 | shin_b_cell_lymphoma_cluster_9 | 19 | 0.659 | 0.212 | 0.0009452 | 1 |
Recessive | 19 | go_regulation_of_protein_sumoylation | 21 | 0.596 | 0.192 | 0.00094559 | 1 |
Recessive | 20 | holleman_daunorubicin_b_all_up | 10 | 1.16 | 0.374 | 0.00097434 | 1 |
Model, the genetic model in which candidate gene sets were selected by analysis; nGenes, the number of genes in the data that are in the gene set; Beta, the regression coefficient of the gene set; SE, the standard error of the regression coefficient; Pa, adjusted P-value for multiple testing.
*Significant association after the conservative Bonferroni correction.