

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | cilium or flagellum-dependent cell motility (GO:0001539) | 9.91180802 |
| 2 | axonemal dynein complex assembly (GO:0070286) | 9.82884152 |
| 3 | reproduction (GO:0000003) | 9.71116323 |
| 4 | epithelial cilium movement (GO:0003351) | 9.67716468 |
| 5 | motile cilium assembly (GO:0044458) | 9.66951489 |
| 6 | spermatid development (GO:0007286) | 9.56155157 |
| 7 | regulation of cilium movement (GO:0003352) | 7.88349179 |
| 8 | cilium movement (GO:0003341) | 7.85221615 |
| 9 | single fertilization (GO:0007338) | 7.54256061 |
| 10 | epithelial cilium movement involved in determination of left/right asymmetry (GO:0060287) | 7.40095888 |
| 11 | piRNA metabolic process (GO:0034587) | 7.15611629 |
| 12 | male meiosis (GO:0007140) | 7.15457559 |
| 13 | synaptonemal complex organization (GO:0070193) | 7.10745624 |
| 14 | synaptonemal complex assembly (GO:0007130) | 7.01216312 |
| 15 | sperm capacitation (GO:0048240) | 6.94714204 |
| 16 | negative regulation of inclusion body assembly (GO:0090084) | 6.48745093 |
| 17 | spermatogenesis (GO:0007283) | 6.48369245 |
| 18 | male gamete generation (GO:0048232) | 6.46394154 |
| 19 | microtubule depolymerization (GO:0007019) | 6.39766211 |
| 20 | fertilization (GO:0009566) | 6.35433896 |
| 21 | organic cation transport (GO:0015695) | 6.19804544 |
| 22 | gamete generation (GO:0007276) | 5.94272064 |
| 23 | regulation of inclusion body assembly (GO:0090083) | 5.55532938 |
| 24 | cellular process involved in reproduction in multicellular organism (GO:0022412) | 5.35012353 |
| 25 | calcium ion-dependent exocytosis (GO:0017156) | 5.34205024 |
| 26 | germ cell development (GO:0007281) | 5.33304030 |
| 27 | cell recognition (GO:0008037) | 5.08221780 |
| 28 | seminiferous tubule development (GO:0072520) | 5.02957135 |
| 29 | ventricular system development (GO:0021591) | 4.92621504 |
| 30 | chromosome organization involved in meiosis (GO:0070192) | 4.89994451 |
| 31 | spermatid nucleus differentiation (GO:0007289) | 4.88656419 |
| 32 | male meiosis I (GO:0007141) | 4.83551764 |
| 33 | chromosome condensation (GO:0030261) | 4.78900980 |
| 34 | glycerol ether metabolic process (GO:0006662) | 4.70385712 |
| 35 | regulation of microtubule-based movement (GO:0060632) | 4.67551922 |
| 36 | multicellular organismal reproductive process (GO:0048609) | 4.66078447 |
| 37 | DNA methylation involved in gamete generation (GO:0043046) | 4.63242033 |
| 38 | DNA packaging (GO:0006323) | 4.61195243 |
| 39 | microtubule severing (GO:0051013) | 4.40054754 |
| 40 | meiotic nuclear division (GO:0007126) | 4.37258219 |
| 41 | ether metabolic process (GO:0018904) | 4.34243329 |
| 42 | sequestering of actin monomers (GO:0042989) | 4.11072965 |
| 43 | chaperone-mediated protein complex assembly (GO:0051131) | 4.01199723 |
| 44 | left/right pattern formation (GO:0060972) | 4.00709174 |
| 45 | sexual reproduction (GO:0019953) | 3.86814079 |
| 46 | meiosis I (GO:0007127) | 3.83795010 |
| 47 | multicellular organismal development (GO:0007275) | 3.81996736 |
| 48 | single strand break repair (GO:0000012) | 3.76406073 |
| 49 | genitalia morphogenesis (GO:0035112) | 3.61713046 |
| 50 | monoubiquitinated protein deubiquitination (GO:0035520) | 3.60207211 |
| 51 | negative regulation of organelle assembly (GO:1902116) | 3.59208152 |
| 52 | meiotic cell cycle (GO:0051321) | 3.44955691 |
| 53 | protein K11-linked deubiquitination (GO:0035871) | 3.40553668 |
| 54 | nuclear pore complex assembly (GO:0051292) | 3.32269611 |
| 55 | GTP biosynthetic process (GO:0006183) | 3.30620670 |
| 56 | protein localization to cilium (GO:0061512) | 3.29067224 |
| 57 | microtubule polymerization or depolymerization (GO:0031109) | 3.27091983 |
| 58 | nucleoside diphosphate phosphorylation (GO:0006165) | 3.26991539 |
| 59 | RNA localization (GO:0006403) | 3.18549400 |
| 60 | protein polyglutamylation (GO:0018095) | 3.11897227 |
| 61 | alditol metabolic process (GO:0019400) | 3.11507553 |
| 62 | nucleus organization (GO:0006997) | 3.10377630 |
| 63 | regulation of spindle checkpoint (GO:0090231) | 3.05078132 |
| 64 | carnitine transport (GO:0015879) | 3.01664982 |
| 65 | amino-acid betaine transport (GO:0015838) | 3.01664982 |
| 66 | polyol catabolic process (GO:0046174) | 2.98771791 |
| 67 | glycolytic process (GO:0006096) | 2.98204612 |
| 68 | synapsis (GO:0007129) | 2.98029944 |
| 69 | protein refolding (GO:0042026) | 2.97288229 |
| 70 | mitotic sister chromatid cohesion (GO:0007064) | 2.97004589 |
| 71 | UTP biosynthetic process (GO:0006228) | 2.94734353 |
| 72 | lactate metabolic process (GO:0006089) | 2.90597163 |
| 73 | carnitine transmembrane transport (GO:1902603) | 2.86306871 |
| 74 | meiotic cell cycle process (GO:1903046) | 2.82850318 |
| 75 | centriole assembly (GO:0098534) | 2.82632968 |
| 76 | cilium organization (GO:0044782) | 2.80680300 |
| 77 | positive regulation of macrophage activation (GO:0043032) | 2.73861822 |
| 78 | microtubule-based movement (GO:0007018) | 2.73617330 |
| 79 | interferon-gamma secretion (GO:0072643) | 2.73524734 |
| 80 | intraciliary transport (GO:0042073) | 2.73450201 |
| 81 | glycerol metabolic process (GO:0006071) | 2.71580441 |
| 82 | cilium assembly (GO:0042384) | 2.69691857 |
| 83 | cellular component assembly involved in morphogenesis (GO:0010927) | 2.69513805 |
| 84 | UTP metabolic process (GO:0046051) | 2.65636447 |
| 85 | axoneme assembly (GO:0035082) | 2.64304777 |
| 86 | regulation of cilium assembly (GO:1902017) | 2.62570211 |
| 87 | nuclear pore organization (GO:0006999) | 2.59537185 |
| 88 | cilium morphogenesis (GO:0060271) | 2.59298660 |
| 89 | pore complex assembly (GO:0046931) | 2.55858324 |
| 90 | fusion of sperm to egg plasma membrane (GO:0007342) | 14.2837957 |
| 91 | cell wall macromolecule catabolic process (GO:0016998) | 13.8835611 |
| 92 | cell wall macromolecule metabolic process (GO:0044036) | 13.8835611 |
| 93 | sperm motility (GO:0030317) | 13.4905135 |
| 94 | acrosome assembly (GO:0001675) | 12.0103190 |
| 95 | sperm-egg recognition (GO:0035036) | 11.7548734 |
| 96 | acrosome reaction (GO:0007340) | 11.5877803 |
| 97 | multicellular organism reproduction (GO:0032504) | 11.3805982 |
| 98 | plasma membrane fusion (GO:0045026) | 10.8951163 |
| 99 | binding of sperm to zona pellucida (GO:0007339) | 10.6298243 |
| 100 | cell-cell recognition (GO:0009988) | 10.5273057 |

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | MYBL1_21750041_ChIP-ChIP_SPERMATOCYTES_Mouse | 9.90168943 |
| 2 | TAL1_26923725_Chip-Seq_MACROPHAGESS_Mouse | 4.20417491 |
| 3 | EZH2_22144423_ChIP-Seq_EOC_Human | 3.95837189 |
| 4 | BCL11B_21912641_ChIP-Seq_STHDH_STRIUM_Mouse | 3.05056940 |
| 5 | GLI1_17442700_ChIP-ChIP_MESCs_Mouse | 2.94780067 |
| 6 | PRDM16_22522345_ChIP-ChIP_PALATE_MESENCHYMAL_Mouse | 2.90136236 |
| 7 | STAT6_21828071_ChIP-Seq_BEAS2B_Human | 2.69332688 |
| 8 | VDR_22108803_ChIP-Seq_LS180_Human | 2.27286939 |
| 9 | CIITA_18437201_ChIP-ChIP_Raji_B_and_iDC_Human | 2.27196260 |
| 10 | FLI1_27457419_Chip-Seq_LIVER_Mouse | 2.25377326 |
| 11 | CREM_20920259_ChIP-Seq_GC1-SPG_Mouse | 2.12893038 |
| 12 | EWS-FLI1_20517297_ChIP-Seq_SK-N-MC_Human | 2.01783061 |
| 13 | ZNF274_21170338_ChIP-Seq_K562_Hela | 1.95810062 |
| 14 | ZFP322A_24550733_ChIP-Seq_MESCs_Mouse | 1.94676742 |
| 15 | GATA1_26923725_Chip-Seq_HPCs_Mouse | 1.86449286 |
| 16 | PCGF2_27294783_Chip-Seq_ESCs_Mouse | 1.85432028 |
| 17 | KLF4_25985364_ChIP-Seq_ATHEROSCLEROSIS_LESION_Mouse | 1.80832207 |
| 18 | GATA2_26923725_Chip-Seq_HEMANGIOBLAST_Mouse | 1.77441024 |
| 19 | ELK4_26923725_Chip-Seq_MESODERM_Mouse | 1.72805053 |
| 20 | STAT1_17558387_ChIP-Seq_HELA_Human | 1.72149701 |
| 21 | TAL1_21186366_ChIP-Seq_BM-HSCs_Mouse | 1.66588613 |
| 22 | SOX2_22085726_ChIP-Seq_NPCs_Mouse | 1.61705411 |
| 23 | FLI1_26923725_Chip-Seq_MACROPHAGESS_Mouse | 1.61511828 |
| 24 | KAP1_22055183_ChIP-Seq_ESCs_Mouse | 1.61273872 |
| 25 | MEIS1_26923725_Chip-Seq_HEMOGENIC-ENDOTHELIUM_Mouse | 1.60291734 |
| 26 | WDR5_24793694_ChIP-Seq_LNCAP_Human | 1.58718632 |
| 27 | * GATA3_21867929_ChIP-Seq_CD8_Mouse | 1.56981612 |
| 28 | GATA2_21186366_ChIP-Seq_BM-HSCs_Mouse | 1.54899059 |
| 29 | MYCN_21190229_ChIP-Seq_SHEP-21N_Human | 1.53879495 |
| 30 | ZNF652_21678463_ChIP-ChIP_ZR75-1_Human | 1.50811394 |
| 31 | CBX2_27304074_Chip-Seq_ESCs_Mouse | 1.50323446 |
| 32 | RCOR1_19997604_ChIP-ChIP_NEURONS_Mouse | 1.50269243 |
| 33 | TAL1_26923725_Chip-Seq_HPCs_Mouse | 1.50214455 |
| 34 | KDM2B_26808549_Chip-Seq_REH_Human | 1.48050224 |
| 35 | CBP_20019798_ChIP-Seq_JUKART_Human | 1.41689252 |
| 36 | IRF4_20064451_ChIP-Seq_CD4+T_Mouse | 1.41689252 |
| 37 | NFE2_27457419_Chip-Seq_LIVER_Mouse | 1.40375788 |
| 38 | LUZP1_20508642_ChIP-Seq_ESCs_Mouse | 1.35356838 |
| 39 | P53_21459846_ChIP-Seq_SAOS-2_Human | 1.33691294 |
| 40 | SUZ12_27294783_Chip-Seq_NPCs_Mouse | 1.33552611 |
| 41 | TCFCP2L1_18555785_Chip-Seq_ESCs_Mouse | 1.30293564 |
| 42 | PPARG_20176806_ChIP-Seq_THIOMACROPHAGE_Mouse | 1.29091816 |
| 43 | GATA3_21867929_ChIP-Seq_TH1_Mouse | 1.29030775 |
| 44 | FLI1_26923725_Chip-Seq_HEMOGENIC-ENDOTHELIUM_Mouse | 1.26401833 |
| 45 | PBX_27287812_Chip-Seq_EMBYONIC-LIMB_Mouse | 1.25744966 |
| 46 | PCGF2_27294783_Chip-Seq_NPCs_Mouse | 1.25618788 |
| 47 | SETDB1_19884257_ChIP-Seq_MESCs_Mouse | 1.25492616 |
| 48 | SIN3B_21632747_ChIP-Seq_MESCs_Mouse | 1.22275248 |
| 49 | REST_21632747_ChIP-Seq_MESCs_Mouse | 1.21942135 |
| 50 | FLI1_21867929_ChIP-Seq_TH2_Mouse | 1.20424547 |
| 51 | CRX_20693478_ChIP-Seq_RETINA_Mouse | 1.17837672 |
| 52 | TAL1_26923725_Chip-Seq_HEMANGIOBLAST_Mouse | 1.16600443 |
| 53 | GF1_26923725_Chip-Seq_HPCs_Mouse | 1.15666555 |
| 54 | NANOG_18555785_Chip-Seq_ESCs_Mouse | 1.14121222 |
| 55 | RAD21_21589869_ChIP-Seq_MESCs_Mouse | 1.13901380 |
| 56 | CEBPB_26923725_Chip-Seq_HEMOGENIC-ENDOTHELIUM_Mouse | 1.13696022 |
| 57 | PBX1_22567123_ChIP-ChIP_OVCAR3_Human | 1.12655202 |
| 58 | CTBP2_25329375_ChIP-Seq_LNCAP_Human | 1.12012483 |
| 59 | CDX2_21402776_ChIP-Seq_INTESTINAL-VILLUS_Mouse | 1.10209336 |
| 60 | OCT4_18555785_Chip-Seq_ESCs_Mouse | 1.10188452 |
| 61 | CEBPB_26923725_Chip-Seq_MACROPHAGESS_Mouse | 1.07618400 |
| 62 | RUNX1_26923725_Chip-Seq_HPCs_Mouse | 1.06542863 |
| 63 | SPI1_26923725_Chip-Seq_HPCs_Mouse | 1.06494836 |
| 64 | P53_22387025_ChIP-Seq_ESCs_Mouse | 1.05886631 |
| 65 | EBNA1_20929547_Chip-Seq_RAJI-cells_Human | 1.05585074 |
| 66 | ZFP57_27257070_Chip-Seq_ESCs_Mouse | 1.05288957 |
| 67 | EWS-ERG_20517297_ChIP-Seq_CADO-ES1_Human | 1.03957657 |
| 68 | SPI1_26923725_Chip-Seq_MACROPHAGESS_Mouse | 1.03408215 |
| 69 | CMYC_18555785_Chip-Seq_ESCs_Mouse | 1.02990435 |
| 70 | ESET_19884257_ChIP-Seq_ESCs_Mouse | 1.02954074 |
| 71 | EBF1_22473956_ChIP-Seq_BONE_MARROW_Mouse | 1.02314721 |
| 72 | YY1_22570637_ChIP-Seq_MALME-3M_Human | 1.02112686 |
| 73 | ERG_20517297_ChIP-Seq_VCAP_Human | 1.01407079 |
| 74 | MEIS1_26253404_ChIP-Seq_OPTIC_CUPS_Mouse | 1.00355152 |
| 75 | KLF4_18555785_Chip-Seq_ESCs_Mouse | 0.99958523 |
| 76 | P300_18555785_Chip-Seq_ESCs_Mouse | 0.99293443 |
| 77 | RXRA_24833708_ChIP-Seq_LIVER_Mouse | 0.99273963 |
| 78 | RARA_24833708_ChIP-Seq_LIVER_Mouse | 0.98813779 |
| 79 | RCOR3_21632747_ChIP-Seq_MESCs_Mouse | 0.97972864 |
| 80 | TEAD4_26923725_Chip-Seq_HEMANGIOBLAST_Mouse | 0.97594615 |
| 81 | POU5F1_26923725_Chip-Seq_MESODERM_Mouse | 0.97594615 |
| 82 | PU.1_20176806_ChIP-Seq_MACROPHAGES_Mouse | 0.97122317 |
| 83 | OCT4_21477851_ChIP-Seq_ESCs_Mouse | 0.96949408 |
| 84 | GATA1_19941827_ChIP-Seq_MEL86_Mouse | 0.96341320 |
| 85 | EZH2_27294783_Chip-Seq_NPCs_Mouse | 0.96117402 |
| 86 | SPI1_20176806_ChIP-Seq_THIOMACROPHAGE_Mouse | 0.95526152 |
| 87 | ESRRB_18555785_Chip-Seq_ESCs_Mouse | 0.95186279 |
| 88 | FLI1_21867929_ChIP-Seq_CD8_Mouse | 0.93345965 |
| 89 | EBF1_22473956_ChIP-Seq_LYMPHODE_Mouse | 0.92875438 |
| 90 | PPARG_20176806_ChIP-Seq_MACROPHAGES_Mouse | 0.92769291 |
| 91 | MYC_27129775_Chip-Seq_CORNEA_Mouse | 0.92425489 |
| 92 | * LDB1_21186366_ChIP-Seq_BM-HSCs_Mouse | 0.92011385 |
| 93 | SUZ12_18555785_Chip-Seq_ESCs_Mouse | 0.91066045 |
| 94 | STAT3_18555785_ChIP-Seq_MESCs_Mouse | 0.90499126 |
| 95 | RNF2_27304074_Chip-Seq_NSC_Mouse | 0.89920564 |
| 96 | NR4A2_19515692_ChIP-ChIP_MN9D_Mouse | 0.89274435 |
| 97 | NFYB_21822215_ChIP-Seq_K562_Human | 0.88362854 |
| 98 | TAF15_26573619_Chip-Seq_HEK293_Human | 0.88264703 |
| 99 | JARID1B-DAIN_22020125_ChIP-Seq_ESCs_Mouse | 0.88148885 |
| 100 | PU1_27457419_Chip-Seq_LIVER_Mouse | 0.87834733 |

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | MP0003698_abnormal_male_reproductive | 6.06728183 |
| 2 | MP0001929_abnormal_gametogenesis | 5.57571051 |
| 3 | MP0008877_abnormal_DNA_methylation | 4.29937475 |
| 4 | MP0002210_abnormal_sex_determination | 3.42552722 |
| 5 | MP0002161_abnormal_fertility/fecundity | 3.28822177 |
| 6 | MP0001145_abnormal_male_reproductive | 2.91043011 |
| 7 | MP0005670_abnormal_white_adipose | 2.62339333 |
| 8 | MP0000653_abnormal_sex_gland | 2.51851278 |
| 9 | MP0002653_abnormal_ependyma_morphology | 2.45680906 |
| 10 | MP0005410_abnormal_fertilization | 16.5105345 |
| 11 | MP0002160_abnormal_reproductive_system | 1.72712664 |
| 12 | MP0005623_abnormal_meninges_morphology | 1.34472367 |
| 13 | MP0003011_delayed_dark_adaptation | 1.31877241 |
| 14 | MP0003646_muscle_fatigue | 1.31812172 |
| 15 | MP0004233_abnormal_muscle_weight | 1.31076066 |
| 16 | MP0002282_abnormal_trachea_morphology | 1.08070304 |
| 17 | MP0001765_abnormal_ion_homeostasis | 1.04285087 |
| 18 | MP0008058_abnormal_DNA_repair | 1.00448642 |
| 19 | MP0005647_abnormal_sex_gland | 0.96343703 |
| 20 | MP0001984_abnormal_olfaction | 0.92462690 |
| 21 | MP0005389_reproductive_system_phenotype | 0.86688388 |
| 22 | MP0003111_abnormal_nucleus_morphology | 0.78795427 |
| 23 | MP0010094_abnormal_chromosome_stability | 0.77664534 |
| 24 | MP0002234_abnormal_pharynx_morphology | 0.77080539 |
| 25 | MP0008995_early_reproductive_senescence | 0.73072874 |
| 26 | MP0009046_muscle_twitch | 0.67642275 |
| 27 | MP0003115_abnormal_respiratory_system | 0.63595409 |
| 28 | MP0005377_hearing/vestibular/ear_phenot | 0.60909273 |
| 29 | MP0003878_abnormal_ear_physiology | 0.60909273 |
| 30 | MP0003950_abnormal_plasma_membrane | 0.59161427 |
| 31 | MP0005636_abnormal_mineral_homeostasis | 0.57802660 |
| 32 | MP0008057_abnormal_DNA_replication | 0.55287966 |
| 33 | MP0004133_heterotaxia | 0.52887921 |
| 34 | MP0001324_abnormal_eye_pigmentation | 0.52657622 |
| 35 | MP0001293_anophthalmia | 0.49991196 |
| 36 | MP0005397_hematopoietic_system_phenotyp | 0.46436373 |
| 37 | MP0001545_abnormal_hematopoietic_system | 0.46436373 |
| 38 | MP0000358_abnormal_cell_content/ | 0.46218250 |
| 39 | MP0002736_abnormal_nociception_after | 0.46017119 |
| 40 | MP0000604_amyloidosis | 0.45895185 |
| 41 | MP0004036_abnormal_muscle_relaxation | 0.44570162 |
| 42 | MP0001764_abnormal_homeostasis | 0.44178895 |
| 43 | MP0003699_abnormal_female_reproductive | 0.44132937 |
| 44 | MP0009278_abnormal_bone_marrow | 0.42811616 |
| 45 | MP0005551_abnormal_eye_electrophysiolog | 0.42594959 |
| 46 | MP0002269_muscular_atrophy | 0.42213386 |
| 47 | MP0005253_abnormal_eye_physiology | 0.41685124 |
| 48 | MP0009115_abnormal_fat_cell | 0.41215195 |
| 49 | MP0010307_abnormal_tumor_latency | 0.39973337 |
| 50 | MP0002102_abnormal_ear_morphology | 0.39957355 |
| 51 | MP0006036_abnormal_mitochondrial_physio | 0.39189192 |
| 52 | MP0005666_abnormal_adipose_tissue | 0.36335997 |
| 53 | MP0001119_abnormal_female_reproductive | 0.35498221 |
| 54 | MP0002928_abnormal_bile_duct | 0.35345959 |
| 55 | MP0003786_premature_aging | 0.34537152 |
| 56 | MP0003329_amyloid_beta_deposits | 0.34448322 |
| 57 | MP0001730_embryonic_growth_arrest | 0.34005114 |
| 58 | MP0004019_abnormal_vitamin_homeostasis | 0.32316022 |
| 59 | MP0000569_abnormal_digit_pigmentation | 0.31710724 |
| 60 | MP0005391_vision/eye_phenotype | 0.30716655 |
| 61 | MP0002132_abnormal_respiratory_system | 0.30542020 |
| 62 | MP0002405_respiratory_system_inflammati | 0.26967707 |
| 63 | MP0003633_abnormal_nervous_system | 0.26612180 |
| 64 | MP0002139_abnormal_hepatobiliary_system | 0.24894754 |
| 65 | MP0002295_abnormal_pulmonary_circulatio | 0.23623007 |
| 66 | MP0001968_abnormal_touch/_nociception | 0.23613583 |
| 67 | MP0008007_abnormal_cellular_replicative | 0.23601151 |
| 68 | MP0001835_abnormal_antigen_presentation | 0.21919851 |
| 69 | MP0003948_abnormal_gas_homeostasis | 0.20988627 |
| 70 | MP0000313_abnormal_cell_death | 0.20300203 |
| 71 | MP0002971_abnormal_brown_adipose | 0.20216754 |
| 72 | MP0004811_abnormal_neuron_physiology | 0.19869910 |
| 73 | MP0006035_abnormal_mitochondrial_morpho | 0.18683296 |
| 74 | MP0002169_no_abnormal_phenotype | 0.18385374 |
| 75 | MP0003631_nervous_system_phenotype | 0.18339589 |
| 76 | MP0002873_normal_phenotype | 0.18269709 |
| 77 | MP0005319_abnormal_enzyme/_coenzyme | 0.18157863 |
| 78 | MP0003448_altered_tumor_morphology | 0.17279173 |
| 79 | MP0003861_abnormal_nervous_system | 0.17064702 |
| 80 | MP0001727_abnormal_embryo_implantation | 0.16972217 |
| 81 | MP0001661_extended_life_span | 0.16178744 |
| 82 | MP0004043_abnormal_pH_regulation | 0.15536265 |
| 83 | MP0002084_abnormal_developmental_patter | 0.15322561 |
| 84 | MP0003077_abnormal_cell_cycle | 0.15071874 |
| 85 | MP0002152_abnormal_brain_morphology | 0.14948434 |
| 86 | MP0009672_abnormal_birth_weight | 0.14766099 |
| 87 | MP0008875_abnormal_xenobiotic_pharmacok | 0.14708193 |
| 88 | MP0009785_altered_susceptibility_to | 0.14163691 |
| 89 | MP0002092_abnormal_eye_morphology | 0.14155794 |
| 90 | MP0005174_abnormal_tail_pigmentation | 0.13751456 |
| 91 | MP0000534_abnormal_ureter_morphology | 0.13726328 |
| 92 | MP0001849_ear_inflammation | 0.13298282 |
| 93 | MP0003942_abnormal_urinary_system | 0.12620363 |
| 94 | MP0002229_neurodegeneration | 0.12342034 |
| 95 | MP0000001_mammalian_phenotype | 0.12132084 |
| 96 | MP0002133_abnormal_respiratory_system | 0.11673497 |
| 97 | MP0005388_respiratory_system_phenotype | 0.11673497 |
| 98 | MP0004145_abnormal_muscle_electrophysio | 0.11609256 |
| 99 | MP0002148_abnormal_hypersensitivity_rea | 0.11407926 |
| 100 | MP0009703_decreased_birth_body | 0.11340215 |

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | Abnormal respiratory motile cilium physiology (HP:0012261) | 9.54097393 |
| 2 | Abnormal respiratory epithelium morphology (HP:0012253) | 9.46326631 |
| 3 | Abnormal respiratory motile cilium morphology (HP:0005938) | 9.46326631 |
| 4 | Abnormal ciliary motility (HP:0012262) | 7.74916597 |
| 5 | Rhinitis (HP:0012384) | 7.53017665 |
| 6 | Chronic bronchitis (HP:0004469) | 7.36703490 |
| 7 | Infertility (HP:0000789) | 6.77980726 |
| 8 | Nasal polyposis (HP:0100582) | 6.46400970 |
| 9 | Abnormality of the nasal mucosa (HP:0000433) | 5.28778038 |
| 10 | Bronchitis (HP:0012387) | 4.46113745 |
| 11 | Bronchiectasis (HP:0002110) | 4.45213511 |
| 12 | Male infertility (HP:0003251) | 4.24671738 |
| 13 | Nephronophthisis (HP:0000090) | 3.96344676 |
| 14 | Recurrent sinusitis (HP:0011108) | 3.51589625 |
| 15 | Abnormal spermatogenesis (HP:0008669) | 3.41685472 |
| 16 | Recurrent otitis media (HP:0000403) | 3.16943865 |
| 17 | Abnormality of the renal medulla (HP:0100957) | 2.99924609 |
| 18 | Tubulointerstitial nephritis (HP:0001970) | 2.96724310 |
| 19 | Medial flaring of the eyebrow (HP:0010747) | 2.64840334 |
| 20 | Recurrent bronchitis (HP:0002837) | 2.52387249 |
| 21 | Tubular atrophy (HP:0000092) | 2.44008630 |
| 22 | Tubulointerstitial abnormality (HP:0001969) | 2.38340604 |
| 23 | Abnormality of midbrain morphology (HP:0002418) | 2.37878661 |
| 24 | Molar tooth sign on MRI (HP:0002419) | 2.37878661 |
| 25 | Gonadotropin excess (HP:0000837) | 2.36066952 |
| 26 | Impulsivity (HP:0100710) | 2.35849798 |
| 27 | Azoospermia (HP:0000027) | 2.34908850 |
| 28 | Dynein arm defect of respiratory motile cilia (HP:0012255) | 13.8017649 |
| 29 | Absent/shortened dynein arms (HP:0200106) | 13.8017649 |
| 30 | Respiratory insufficiency due to defective ciliary clearance (HP:0200073) | 13.0986121 |
| 31 | Abnormal gallbladder physiology (HP:0012438) | 1.88425578 |
| 32 | Cholecystitis (HP:0001082) | 1.88425578 |
| 33 | Dyschromatopsia (HP:0007641) | 1.82338355 |
| 34 | Stage 5 chronic kidney disease (HP:0003774) | 1.80424711 |
| 35 | Tubulointerstitial fibrosis (HP:0005576) | 1.79260159 |
| 36 | Abnormality of the lower motor neuron (HP:0002366) | 1.78563729 |
| 37 | Abnormality of the renal cortex (HP:0011035) | 1.77445160 |
| 38 | Spastic tetraparesis (HP:0001285) | 1.74386442 |
| 39 | Heterotopia (HP:0002282) | 1.71641073 |
| 40 | Postaxial foot polydactyly (HP:0001830) | 1.69741534 |
| 41 | Decreased central vision (HP:0007663) | 1.67180276 |
| 42 | Congenital hepatic fibrosis (HP:0002612) | 1.61355404 |
| 43 | Congenital primary aphakia (HP:0007707) | 1.60240471 |
| 44 | Gait imbalance (HP:0002141) | 1.59810946 |
| 45 | Polydipsia (HP:0001959) | 1.59324014 |
| 46 | Abnormal drinking behavior (HP:0030082) | 1.59324014 |
| 47 | Hypoplasia of the capital femoral epiphysis (HP:0003090) | 1.58364417 |
| 48 | Choroideremia (HP:0001139) | 1.57955218 |
| 49 | Abnormality of renal excretion (HP:0011036) | 1.53025133 |
| 50 | Fibular hypoplasia (HP:0003038) | 1.52756772 |
| 51 | Abnormality of permanent molar morphology (HP:0011071) | 1.51470470 |
| 52 | Abnormality of the dental root (HP:0006486) | 1.51470470 |
| 53 | Taurodontia (HP:0000679) | 1.51470470 |
| 54 | Aplasia/Hypoplasia of the lens (HP:0008063) | 1.51308442 |
| 55 | Hemorrhage of the eye (HP:0011885) | 1.50883276 |
| 56 | Fatigable weakness (HP:0003473) | 1.45071955 |
| 57 | Abnormality of the neuromuscular junction (HP:0003398) | 1.45071955 |
| 58 | Chronic sinusitis (HP:0011109) | 1.44480022 |
| 59 | Postaxial hand polydactyly (HP:0001162) | 1.42534228 |
| 60 | Short ribs (HP:0000773) | 1.42185019 |
| 61 | Supernumerary spleens (HP:0009799) | 1.41256443 |
| 62 | Absent frontal sinuses (HP:0002688) | 1.41234117 |
| 63 | Abnormality of molar (HP:0011077) | 1.40245557 |
| 64 | Abnormality of molar morphology (HP:0011070) | 1.40245557 |
| 65 | Abnormality of dentin (HP:0010299) | 1.38780619 |
| 66 | Abnormality of the dental pulp (HP:0006479) | 1.38493609 |
| 67 | Easy fatigability (HP:0003388) | 1.38484463 |
| 68 | Oculomotor apraxia (HP:0000657) | 1.38460952 |
| 69 | Amyotrophic lateral sclerosis (HP:0007354) | 1.36921509 |
| 70 | Nephrogenic diabetes insipidus (HP:0009806) | 1.35710772 |
| 71 | Facial cleft (HP:0002006) | 1.34614150 |
| 72 | Renal dysplasia (HP:0000110) | 1.32480209 |
| 73 | Asymmetric septal hypertrophy (HP:0001670) | 1.31081047 |
| 74 | Neurofibrillary tangles (HP:0002185) | 1.30602837 |
| 75 | Congenital malformation of the right heart (HP:0011723) | 1.30400776 |
| 76 | Double outlet right ventricle (HP:0001719) | 1.30400776 |
| 77 | Bell-shaped thorax (HP:0001591) | 1.29953855 |
| 78 | Aplasia/Hypoplasia affecting the fundus (HP:0008057) | 1.27413591 |
| 79 | Impaired proprioception (HP:0010831) | 1.27274262 |
| 80 | Abnormal biliary tract physiology (HP:0012439) | 1.27024784 |
| 81 | Bile duct proliferation (HP:0001408) | 1.27024784 |
| 82 | Type 2 muscle fiber atrophy (HP:0003554) | 1.24757094 |
| 83 | Cystic liver disease (HP:0006706) | 1.22620390 |
| 84 | Aplasia/Hypoplasia of the capital femoral epiphysis (HP:0005003) | 1.22331039 |
| 85 | Absent epiphyses (HP:0010577) | 1.22331039 |
| 86 | Cerebellar dysplasia (HP:0007033) | 1.20902347 |
| 87 | Vaginal atresia (HP:0000148) | 1.20749337 |
| 88 | Retrobulbar optic neuritis (HP:0100654) | 1.19593832 |
| 89 | Optic neuritis (HP:0100653) | 1.19593832 |
| 90 | Abnormal urine output (HP:0012590) | 1.17635854 |
| 91 | Genital tract atresia (HP:0001827) | 1.16845999 |
| 92 | Poor coordination (HP:0002370) | 1.16638774 |
| 93 | Decreased electroretinogram (ERG) amplitude (HP:0000654) | 1.16341998 |
| 94 | Short thorax (HP:0010306) | 1.14747631 |
| 95 | Nephropathy (HP:0000112) | 1.14394373 |
| 96 | Retinal dysplasia (HP:0007973) | 1.12700878 |
| 97 | Hemiparesis (HP:0001269) | 1.12048733 |
| 98 | Aplasia/Hypoplasia of the tongue (HP:0010295) | 1.11686247 |
| 99 | Abnormality of saccadic eye movements (HP:0000570) | 1.10388112 |
| 100 | Vascular calcification (HP:0004934) | 1.10284530 |

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | PDK4 | 8.56058274 |
| 2 | PDK3 | 8.56058274 |
| 3 | TESK1 | 5.93532271 |
| 4 | PDK2 | 5.54709490 |
| 5 | PRKD3 | 4.34045736 |
| 6 | ICK | 4.02965484 |
| 7 | PTK2B | 2.19407825 |
| 8 | WNK4 | 2.00046354 |
| 9 | PNCK | 1.96810223 |
| 10 | STK39 | 1.94471692 |
| 11 | NEK2 | 1.88147129 |
| 12 | STK38 | 1.63459063 |
| 13 | DYRK1B | 1.31294959 |
| 14 | PDK1 | 1.11229510 |
| 15 | DYRK3 | 0.98819245 |
| 16 | IRAK1 | 0.82694640 |
| 17 | MAP2K6 | 0.82353157 |
| 18 | TTK | 0.81756568 |
| 19 | TYRO3 | 0.78028502 |
| 20 | RIPK4 | 0.77677960 |
| 21 | WNK1 | 0.76827034 |
| 22 | CDK12 | 0.73959183 |
| 23 | MAPK15 | 0.70632987 |
| 24 | PASK | 0.70063634 |
| 25 | CHEK2 | 0.69631328 |
| 26 | STK3 | 0.65304693 |
| 27 | TESK2 | 0.63802529 |
| 28 | CCNB1 | 0.62544066 |
| 29 | PDPK1 | 0.58644670 |
| 30 | CAMK1G | 0.55882766 |
| 31 | SCYL2 | 0.53315062 |
| 32 | PLK4 | 0.51312691 |
| 33 | PINK1 | 0.50653847 |
| 34 | LMTK2 | 0.49005652 |
| 35 | WEE1 | 0.43110595 |
| 36 | EEF2K | 0.42451768 |
| 37 | CHEK1 | 0.41308286 |
| 38 | PRKCG | 0.39352055 |
| 39 | SRPK1 | 0.39344701 |
| 40 | CDC7 | 0.38520158 |
| 41 | ATR | 0.37602627 |
| 42 | IRAK2 | 0.37015357 |
| 43 | ATM | 0.33969126 |
| 44 | NTRK2 | 0.32597684 |
| 45 | MUSK | 0.32311025 |
| 46 | PAK1 | 0.31835895 |
| 47 | STK38L | 0.31317264 |
| 48 | PLK1 | 0.29620956 |
| 49 | MTOR | 0.26634178 |
| 50 | BRSK2 | 0.22935824 |
| 51 | MAP4K1 | 0.20803391 |
| 52 | PAK2 | 0.19181587 |
| 53 | CAMKK1 | 0.18084901 |
| 54 | MAP3K10 | 0.16725906 |
| 55 | CSF1R | 0.16139997 |
| 56 | MARK2 | 0.15478669 |
| 57 | PRKAA1 | 0.15327285 |
| 58 | CDK15 | 0.15189025 |
| 59 | MAPKAPK5 | 0.14684531 |
| 60 | RPS6KB1 | 0.12006092 |
| 61 | CDK18 | 0.12005437 |
| 62 | NEK6 | 0.11929327 |
| 63 | CDK11A | 0.11564872 |
| 64 | PRKCZ | 0.10685112 |
| 65 | MARK3 | 0.10566768 |
| 66 | PAK4 | 0.10320064 |
| 67 | CSNK2A1 | 0.09604016 |
| 68 | PRKCQ | 0.09550435 |
| 69 | CSNK1D | 0.08364842 |
| 70 | YES1 | 0.08360317 |
| 71 | PRKCD | 0.08331959 |
| 72 | PKN1 | 0.07478528 |
| 73 | CDK14 | 0.07108989 |
| 74 | CDK2 | 0.06442741 |
| 75 | GSK3B | 0.05563524 |
| 76 | EGFR | 0.05163581 |
| 77 | RPS6KA1 | 0.05009861 |
| 78 | PRKG2 | 0.04936393 |
| 79 | CDK1 | 0.04517460 |
| 80 | PRKACG | 0.04482480 |
| 81 | STK10 | 0.04355953 |
| 82 | CSNK2A2 | 0.03936373 |
| 83 | BRSK1 | 0.03435468 |
| 84 | PRKG1 | 0.03336782 |
| 85 | PRKCA | 0.01617822 |
| 86 | CDK4 | 0.01191490 |
| 87 | PRKCB | 0.00929422 |
| 88 | CAMK2A | 0.00901861 |
| 89 | MAPK8 | 0.00607190 |
| 90 | PRKDC | 0.00471366 |
| 91 | AURKA | 0.00065659 |
| 92 | CSK | -0.0432195 |
| 93 | PRKACA | -0.0319738 |
| 94 | PIM1 | -0.0276396 |
| 95 | TXK | -0.0271708 |
| 96 | STK11 | -0.0199919 |
| 97 | MAP3K5 | -0.0165592 |
| 98 | ZAP70 | -0.0162237 |
| 99 | CDK6 | -0.0149640 |
| 100 | PRKACB | -0.0121234 |

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | Glycolysis / Gluconeogenesis_Homo sapiens_hsa00010 | 4.57725300 |
| 2 | Fatty acid biosynthesis_Homo sapiens_hsa00061 | 4.32219418 |
| 3 | Vitamin B6 metabolism_Homo sapiens_hsa00750 | 4.19039209 |
| 4 | Pyruvate metabolism_Homo sapiens_hsa00620 | 3.75592500 |
| 5 | Propanoate metabolism_Homo sapiens_hsa00640 | 3.04608885 |
| 6 | alpha-Linolenic acid metabolism_Homo sapiens_hsa00592 | 3.01217183 |
| 7 | Linoleic acid metabolism_Homo sapiens_hsa00591 | 2.89467852 |
| 8 | Glucagon signaling pathway_Homo sapiens_hsa04922 | 2.55354448 |
| 9 | Selenocompound metabolism_Homo sapiens_hsa00450 | 2.30637549 |
| 10 | Proximal tubule bicarbonate reclamation_Homo sapiens_hsa04964 | 2.30319209 |
| 11 | Basal transcription factors_Homo sapiens_hsa03022 | 2.27003740 |
| 12 | Nicotinate and nicotinamide metabolism_Homo sapiens_hsa00760 | 2.17089237 |
| 13 | Butirosin and neomycin biosynthesis_Homo sapiens_hsa00524 | 2.13882249 |
| 14 | Carbohydrate digestion and absorption_Homo sapiens_hsa04973 | 2.02093194 |
| 15 | Glycerolipid metabolism_Homo sapiens_hsa00561 | 1.87841718 |
| 16 | Glycosaminoglycan degradation_Homo sapiens_hsa00531 | 1.79317941 |
| 17 | PPAR signaling pathway_Homo sapiens_hsa03320 | 1.78068159 |
| 18 | Pentose phosphate pathway_Homo sapiens_hsa00030 | 1.76222601 |
| 19 | Fanconi anemia pathway_Homo sapiens_hsa03460 | 1.74791462 |
| 20 | Protein processing in endoplasmic reticulum_Homo sapiens_hsa04141 | 1.73800897 |
| 21 | Fructose and mannose metabolism_Homo sapiens_hsa00051 | 1.68020678 |
| 22 | Oocyte meiosis_Homo sapiens_hsa04114 | 1.67966699 |
| 23 | Glycerophospholipid metabolism_Homo sapiens_hsa00564 | 1.53240574 |
| 24 | Ether lipid metabolism_Homo sapiens_hsa00565 | 1.47023882 |
| 25 | Amphetamine addiction_Homo sapiens_hsa05031 | 1.45880128 |
| 26 | Carbon metabolism_Homo sapiens_hsa01200 | 1.41183101 |
| 27 | Cysteine and methionine metabolism_Homo sapiens_hsa00270 | 1.39768646 |
| 28 | Mineral absorption_Homo sapiens_hsa04978 | 1.38585697 |
| 29 | Dorso-ventral axis formation_Homo sapiens_hsa04320 | 1.31360748 |
| 30 | Longevity regulating pathway - multiple species_Homo sapiens_hsa04213 | 1.23446573 |
| 31 | Fat digestion and absorption_Homo sapiens_hsa04975 | 1.22125315 |
| 32 | Mucin type O-Glycan biosynthesis_Homo sapiens_hsa00512 | 1.21555099 |
| 33 | Antigen processing and presentation_Homo sapiens_hsa04612 | 1.20951407 |
| 34 | Fatty acid degradation_Homo sapiens_hsa00071 | 1.20537791 |
| 35 | Glutathione metabolism_Homo sapiens_hsa00480 | 1.19830314 |
| 36 | Cardiac muscle contraction_Homo sapiens_hsa04260 | 1.19566973 |
| 37 | Purine metabolism_Homo sapiens_hsa00230 | 1.19434524 |
| 38 | Collecting duct acid secretion_Homo sapiens_hsa04966 | 1.16812122 |
| 39 | Fatty acid metabolism_Homo sapiens_hsa01212 | 1.15817585 |
| 40 | Drug metabolism - cytochrome P450_Homo sapiens_hsa00982 | 1.14632025 |
| 41 | Metabolism of xenobiotics by cytochrome P450_Homo sapiens_hsa00980 | 1.13782659 |
| 42 | Huntingtons disease_Homo sapiens_hsa05016 | 1.12651843 |
| 43 | Renin secretion_Homo sapiens_hsa04924 | 1.09658283 |
| 44 | RNA transport_Homo sapiens_hsa03013 | 1.06388147 |
| 45 | Endocrine and other factor-regulated calcium reabsorption_Homo sapiens_hsa04961 | 1.04114652 |
| 46 | Biosynthesis of amino acids_Homo sapiens_hsa01230 | 0.96311377 |
| 47 | Chemical carcinogenesis_Homo sapiens_hsa05204 | 0.93988762 |
| 48 | mRNA surveillance pathway_Homo sapiens_hsa03015 | 0.90861088 |
| 49 | Arachidonic acid metabolism_Homo sapiens_hsa00590 | 0.84906268 |
| 50 | Aldosterone-regulated sodium reabsorption_Homo sapiens_hsa04960 | 0.83311958 |
| 51 | Legionellosis_Homo sapiens_hsa05134 | 0.83011553 |
| 52 | Amyotrophic lateral sclerosis (ALS)_Homo sapiens_hsa05014 | 0.68575844 |
| 53 | Systemic lupus erythematosus_Homo sapiens_hsa05322 | 0.67345288 |
| 54 | Hedgehog signaling pathway_Homo sapiens_hsa04340 | 0.66543509 |
| 55 | Ubiquitin mediated proteolysis_Homo sapiens_hsa04120 | 0.63014633 |
| 56 | Insulin secretion_Homo sapiens_hsa04911 | 0.59883686 |
| 57 | Long-term potentiation_Homo sapiens_hsa04720 | 0.58128918 |
| 58 | ABC transporters_Homo sapiens_hsa02010 | 0.57982345 |
| 59 | Adipocytokine signaling pathway_Homo sapiens_hsa04920 | 0.57215393 |
| 60 | Pyrimidine metabolism_Homo sapiens_hsa00240 | 0.56379961 |
| 61 | Renin-angiotensin system_Homo sapiens_hsa04614 | 0.55588971 |
| 62 | Bile secretion_Homo sapiens_hsa04976 | 0.54888221 |
| 63 | Synaptic vesicle cycle_Homo sapiens_hsa04721 | 0.51868149 |
| 64 | Estrogen signaling pathway_Homo sapiens_hsa04915 | 0.49215360 |
| 65 | Thyroid hormone synthesis_Homo sapiens_hsa04918 | 0.48894193 |
| 66 | cGMP-PKG signaling pathway_Homo sapiens_hsa04022 | 0.46919229 |
| 67 | Calcium signaling pathway_Homo sapiens_hsa04020 | 0.45354495 |
| 68 | Metabolic pathways_Homo sapiens_hsa01100 | 0.44552383 |
| 69 | Homologous recombination_Homo sapiens_hsa03440 | 0.42614235 |
| 70 | Glyoxylate and dicarboxylate metabolism_Homo sapiens_hsa00630 | 0.42103500 |
| 71 | Central carbon metabolism in cancer_Homo sapiens_hsa05230 | 0.41325928 |
| 72 | Pancreatic secretion_Homo sapiens_hsa04972 | 0.35366975 |
| 73 | Protein digestion and absorption_Homo sapiens_hsa04974 | 0.34643237 |
| 74 | Inositol phosphate metabolism_Homo sapiens_hsa00562 | 0.34008657 |
| 75 | Phosphatidylinositol signaling system_Homo sapiens_hsa04070 | 0.32149392 |
| 76 | Citrate cycle (TCA cycle)_Homo sapiens_hsa00020 | 0.31172475 |
| 77 | Salivary secretion_Homo sapiens_hsa04970 | 0.29940996 |
| 78 | VEGF signaling pathway_Homo sapiens_hsa04370 | 0.29152120 |
| 79 | Retinol metabolism_Homo sapiens_hsa00830 | 0.27328983 |
| 80 | Vasopressin-regulated water reabsorption_Homo sapiens_hsa04962 | 0.26142556 |
| 81 | Vascular smooth muscle contraction_Homo sapiens_hsa04270 | 0.24904808 |
| 82 | Salmonella infection_Homo sapiens_hsa05132 | 0.24758759 |
| 83 | Endocytosis_Homo sapiens_hsa04144 | 0.23805727 |
| 84 | Taste transduction_Homo sapiens_hsa04742 | 0.23511265 |
| 85 | N-Glycan biosynthesis_Homo sapiens_hsa00510 | 0.21441286 |
| 86 | Alcoholism_Homo sapiens_hsa05034 | 0.21369729 |
| 87 | AMPK signaling pathway_Homo sapiens_hsa04152 | 0.20026534 |
| 88 | Pentose and glucuronate interconversions_Homo sapiens_hsa00040 | 0.19228497 |
| 89 | cAMP signaling pathway_Homo sapiens_hsa04024 | 0.18030333 |
| 90 | Gastric acid secretion_Homo sapiens_hsa04971 | 0.17677986 |
| 91 | Thyroid hormone signaling pathway_Homo sapiens_hsa04919 | 0.17366931 |
| 92 | Sulfur metabolism_Homo sapiens_hsa00920 | 0.17093217 |
| 93 | Adrenergic signaling in cardiomyocytes_Homo sapiens_hsa04261 | 0.15804556 |
| 94 | DNA replication_Homo sapiens_hsa03030 | 0.15776250 |
| 95 | Staphylococcus aureus infection_Homo sapiens_hsa05150 | 0.15305091 |
| 96 | Non-homologous end-joining_Homo sapiens_hsa03450 | 0.15169563 |
| 97 | Rheumatoid arthritis_Homo sapiens_hsa05323 | 0.15141395 |
| 98 | Phagosome_Homo sapiens_hsa04145 | 0.14271205 |
| 99 | B cell receptor signaling pathway_Homo sapiens_hsa04662 | 0.11502252 |
| 100 | Complement and coagulation cascades_Homo sapiens_hsa04610 | 0.08872940 |

