

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | spermatid development (GO:0007286) | 9.29937708 |
| 2 | motile cilium assembly (GO:0044458) | 9.27774239 |
| 3 | cilium movement (GO:0003341) | 8.55483717 |
| 4 | epithelial cilium movement involved in determination of left/right asymmetry (GO:0060287) | 8.11985501 |
| 5 | male meiosis (GO:0007140) | 8.09889756 |
| 6 | piRNA metabolic process (GO:0034587) | 8.03025669 |
| 7 | regulation of cilium movement (GO:0003352) | 7.78596887 |
| 8 | single fertilization (GO:0007338) | 7.71508834 |
| 9 | synaptonemal complex organization (GO:0070193) | 7.59309390 |
| 10 | synaptonemal complex assembly (GO:0007130) | 7.50831878 |
| 11 | sperm capacitation (GO:0048240) | 7.41029406 |
| 12 | fertilization (GO:0009566) | 6.39690168 |
| 13 | spermatogenesis (GO:0007283) | 6.12931240 |
| 14 | negative regulation of inclusion body assembly (GO:0090084) | 6.11883145 |
| 15 | male gamete generation (GO:0048232) | 6.10784723 |
| 16 | microtubule depolymerization (GO:0007019) | 5.74518403 |
| 17 | spermatid nucleus differentiation (GO:0007289) | 5.73373582 |
| 18 | organic cation transport (GO:0015695) | 5.63556185 |
| 19 | gamete generation (GO:0007276) | 5.61814439 |
| 20 | ventricular system development (GO:0021591) | 5.34713072 |
| 21 | cellular process involved in reproduction in multicellular organism (GO:0022412) | 5.30863187 |
| 22 | chromosome organization involved in meiosis (GO:0070192) | 5.24452326 |
| 23 | germ cell development (GO:0007281) | 5.22288561 |
| 24 | calcium ion-dependent exocytosis (GO:0017156) | 5.20499835 |
| 25 | cell recognition (GO:0008037) | 5.18133273 |
| 26 | DNA methylation involved in gamete generation (GO:0043046) | 5.15703903 |
| 27 | regulation of inclusion body assembly (GO:0090083) | 5.12175103 |
| 28 | male meiosis I (GO:0007141) | 4.87631029 |
| 29 | microtubule severing (GO:0051013) | 4.81755469 |
| 30 | meiotic nuclear division (GO:0007126) | 4.61806146 |
| 31 | regulation of microtubule-based movement (GO:0060632) | 4.55575024 |
| 32 | multicellular organismal reproductive process (GO:0048609) | 4.41125659 |
| 33 | seminiferous tubule development (GO:0072520) | 4.32191223 |
| 34 | glycerol ether metabolic process (GO:0006662) | 4.31061812 |
| 35 | monoubiquitinated protein deubiquitination (GO:0035520) | 4.19066679 |
| 36 | ether metabolic process (GO:0018904) | 3.98357393 |
| 37 | meiosis I (GO:0007127) | 3.88297597 |
| 38 | single strand break repair (GO:0000012) | 3.84966295 |
| 39 | sexual reproduction (GO:0019953) | 3.84928532 |
| 40 | chromosome condensation (GO:0030261) | 3.81448290 |
| 41 | left/right pattern formation (GO:0060972) | 3.76765949 |
| 42 | chaperone-mediated protein complex assembly (GO:0051131) | 3.76265673 |
| 43 | protein K11-linked deubiquitination (GO:0035871) | 3.74197003 |
| 44 | genitalia morphogenesis (GO:0035112) | 3.69474245 |
| 45 | DNA packaging (GO:0006323) | 3.62437820 |
| 46 | protein polyglutamylation (GO:0018095) | 3.62353669 |
| 47 | meiotic cell cycle (GO:0051321) | 3.58750555 |
| 48 | multicellular organismal development (GO:0007275) | 3.57789571 |
| 49 | protein localization to cilium (GO:0061512) | 3.52165432 |
| 50 | intraciliary transport (GO:0042073) | 3.20230037 |
| 51 | synapsis (GO:0007129) | 3.15128897 |
| 52 | carnitine transport (GO:0015879) | 3.05876478 |
| 53 | amino-acid betaine transport (GO:0015838) | 3.05876478 |
| 54 | microtubule-based movement (GO:0007018) | 3.05455857 |
| 55 | centriole assembly (GO:0098534) | 3.04924867 |
| 56 | cilium organization (GO:0044782) | 3.02189731 |
| 57 | alditol metabolic process (GO:0019400) | 2.99970798 |
| 58 | microtubule polymerization or depolymerization (GO:0031109) | 2.97280848 |
| 59 | carnitine transmembrane transport (GO:1902603) | 2.96711301 |
| 60 | regulation of spindle checkpoint (GO:0090231) | 2.95379502 |
| 61 | polyol catabolic process (GO:0046174) | 2.94916629 |
| 62 | gene silencing by RNA (GO:0031047) | 2.94229302 |
| 63 | lactate metabolic process (GO:0006089) | 2.94219717 |
| 64 | meiotic cell cycle process (GO:1903046) | 2.93126277 |
| 65 | sequestering of actin monomers (GO:0042989) | 2.92627962 |
| 66 | nucleoside diphosphate phosphorylation (GO:0006165) | 2.91357829 |
| 67 | centriole replication (GO:0007099) | 2.89488791 |
| 68 | glycolytic process (GO:0006096) | 2.89483259 |
| 69 | cilium assembly (GO:0042384) | 2.89241154 |
| 70 | cellular component assembly involved in morphogenesis (GO:0010927) | 2.88948428 |
| 71 | protein refolding (GO:0042026) | 2.87022663 |
| 72 | axoneme assembly (GO:0035082) | 2.86920350 |
| 73 | negative regulation of organelle assembly (GO:1902116) | 2.83581444 |
| 74 | nucleus organization (GO:0006997) | 2.82921987 |
| 75 | GTP biosynthetic process (GO:0006183) | 2.77979310 |
| 76 | regulation of centriole replication (GO:0046599) | 2.75080543 |
| 77 | cilium morphogenesis (GO:0060271) | 2.73590314 |
| 78 | positive regulation of macrophage activation (GO:0043032) | 2.71165951 |
| 79 | glycerol metabolic process (GO:0006071) | 2.65062382 |
| 80 | mitotic sister chromatid cohesion (GO:0007064) | 2.58606341 |
| 81 | nuclear pore complex assembly (GO:0051292) | 2.47810578 |
| 82 | UTP biosynthetic process (GO:0006228) | 2.47091310 |
| 83 | peptidyl-glutamic acid modification (GO:0018200) | 2.41655869 |
| 84 | gene silencing (GO:0016458) | 2.40934376 |
| 85 | interferon-gamma secretion (GO:0072643) | 2.38322152 |
| 86 | fusion of sperm to egg plasma membrane (GO:0007342) | 14.3380765 |
| 87 | cell wall macromolecule catabolic process (GO:0016998) | 14.0507732 |
| 88 | cell wall macromolecule metabolic process (GO:0044036) | 14.0507732 |
| 89 | sperm motility (GO:0030317) | 13.0607416 |
| 90 | acrosome assembly (GO:0001675) | 12.6567384 |
| 91 | cilium or flagellum-dependent cell motility (GO:0001539) | 12.2945914 |
| 92 | multicellular organism reproduction (GO:0032504) | 11.9714967 |
| 93 | sperm-egg recognition (GO:0035036) | 11.8945718 |
| 94 | plasma membrane fusion (GO:0045026) | 10.9334119 |
| 95 | acrosome reaction (GO:0007340) | 10.9257436 |
| 96 | cell-cell recognition (GO:0009988) | 10.6645073 |
| 97 | binding of sperm to zona pellucida (GO:0007339) | 10.6372978 |
| 98 | axonemal dynein complex assembly (GO:0070286) | 10.3362666 |
| 99 | reproduction (GO:0000003) | 10.1665608 |
| 100 | epithelial cilium movement (GO:0003351) | 10.0783698 |

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | MYBL1_21750041_ChIP-ChIP_SPERMATOCYTES_Mouse | 9.86536709 |
| 2 | TAL1_26923725_Chip-Seq_MACROPHAGESS_Mouse | 4.84099685 |
| 3 | EZH2_22144423_ChIP-Seq_EOC_Human | 4.02686137 |
| 4 | BCL11B_21912641_ChIP-Seq_STHDH_STRIUM_Mouse | 3.58999526 |
| 5 | GLI1_17442700_ChIP-ChIP_MESCs_Mouse | 3.07878170 |
| 6 | PRDM16_22522345_ChIP-ChIP_PALATE_MESENCHYMAL_Mouse | 2.66161563 |
| 7 | FLI1_27457419_Chip-Seq_LIVER_Mouse | 2.60536581 |
| 8 | ZFP322A_24550733_ChIP-Seq_MESCs_Mouse | 2.37215931 |
| 9 | PCGF2_27294783_Chip-Seq_ESCs_Mouse | 2.35132773 |
| 10 | CIITA_18437201_ChIP-ChIP_Raji_B_and_iDC_Human | 2.18152985 |
| 11 | ZNF274_21170338_ChIP-Seq_K562_Hela | 2.07906452 |
| 12 | EWS-FLI1_20517297_ChIP-Seq_SK-N-MC_Human | 2.05179478 |
| 13 | CREM_20920259_ChIP-Seq_GC1-SPG_Mouse | 2.03969392 |
| 14 | VDR_22108803_ChIP-Seq_LS180_Human | 2.02890432 |
| 15 | KLF4_25985364_ChIP-Seq_ATHEROSCLEROSIS_LESION_Mouse | 2.00791646 |
| 16 | CBX2_27304074_Chip-Seq_ESCs_Mouse | 1.99535652 |
| 17 | STAT6_21828071_ChIP-Seq_BEAS2B_Human | 1.94013427 |
| 18 | RCOR1_19997604_ChIP-ChIP_NEURONS_Mouse | 1.88744871 |
| 19 | TAL1_21186366_ChIP-Seq_BM-HSCs_Mouse | 1.84206120 |
| 20 | KAP1_22055183_ChIP-Seq_ESCs_Mouse | 1.81579938 |
| 21 | GATA1_26923725_Chip-Seq_HPCs_Mouse | 1.80536154 |
| 22 | PCGF2_27294783_Chip-Seq_NPCs_Mouse | 1.77945104 |
| 23 | ELK4_26923725_Chip-Seq_MESODERM_Mouse | 1.67344269 |
| 24 | GATA2_21186366_ChIP-Seq_BM-HSCs_Mouse | 1.65265224 |
| 25 | KDM2B_26808549_Chip-Seq_REH_Human | 1.63568118 |
| 26 | * STAT1_17558387_ChIP-Seq_HELA_Human | 1.62398305 |
| 27 | TAL1_26923725_Chip-Seq_HPCs_Mouse | 1.61942613 |
| 28 | NFE2_27457419_Chip-Seq_LIVER_Mouse | 1.61818303 |
| 29 | GATA2_26923725_Chip-Seq_HEMANGIOBLAST_Mouse | 1.57984361 |
| 30 | SUZ12_27294783_Chip-Seq_NPCs_Mouse | 1.57576479 |
| 31 | ZFP57_27257070_Chip-Seq_ESCs_Mouse | 1.55599260 |
| 32 | TCFCP2L1_18555785_Chip-Seq_ESCs_Mouse | 1.51450733 |
| 33 | WDR5_24793694_ChIP-Seq_LNCAP_Human | 1.49631412 |
| 34 | MEIS1_26923725_Chip-Seq_HEMOGENIC-ENDOTHELIUM_Mouse | 1.48909235 |
| 35 | GATA3_21867929_ChIP-Seq_CD8_Mouse | 1.47809716 |
| 36 | FLI1_26923725_Chip-Seq_MACROPHAGESS_Mouse | 1.46366774 |
| 37 | IRF4_20064451_ChIP-Seq_CD4+T_Mouse | 1.43825047 |
| 38 | CBP_20019798_ChIP-Seq_JUKART_Human | 1.43825047 |
| 39 | SOX2_22085726_ChIP-Seq_NPCs_Mouse | 1.40926525 |
| 40 | FLI1_21867929_ChIP-Seq_TH2_Mouse | 1.37661556 |
| 41 | NANOG_18555785_Chip-Seq_ESCs_Mouse | 1.34386634 |
| 42 | CRX_20693478_ChIP-Seq_RETINA_Mouse | 1.34381032 |
| 43 | CTBP2_25329375_ChIP-Seq_LNCAP_Human | 1.32513155 |
| 44 | EBF1_22473956_ChIP-Seq_BONE_MARROW_Mouse | 1.32379642 |
| 45 | LUZP1_20508642_ChIP-Seq_ESCs_Mouse | 1.31550594 |
| 46 | GATA3_21867929_ChIP-Seq_TH1_Mouse | 1.30860385 |
| 47 | OCT4_18555785_Chip-Seq_ESCs_Mouse | 1.30835603 |
| 48 | P53_22387025_ChIP-Seq_ESCs_Mouse | 1.24671742 |
| 49 | CMYC_18555785_Chip-Seq_ESCs_Mouse | 1.24310245 |
| 50 | REST_21632747_ChIP-Seq_MESCs_Mouse | 1.23928787 |
| 51 | TAL1_26923725_Chip-Seq_HEMANGIOBLAST_Mouse | 1.22341639 |
| 52 | P300_18555785_Chip-Seq_ESCs_Mouse | 1.21575919 |
| 53 | CDX2_21402776_ChIP-Seq_INTESTINAL-VILLUS_Mouse | 1.21511415 |
| 54 | EZH2_27294783_Chip-Seq_NPCs_Mouse | 1.20901975 |
| 55 | MEIS1_26253404_ChIP-Seq_OPTIC_CUPS_Mouse | 1.20135945 |
| 56 | RNF2_27304074_Chip-Seq_NSC_Mouse | 1.19664928 |
| 57 | MYCN_21190229_ChIP-Seq_SHEP-21N_Human | 1.18614498 |
| 58 | KLF4_18555785_Chip-Seq_ESCs_Mouse | 1.18023800 |
| 59 | GF1_26923725_Chip-Seq_HPCs_Mouse | 1.17055159 |
| 60 | PBX_27287812_Chip-Seq_EMBYONIC-LIMB_Mouse | 1.16926695 |
| 61 | SIN3B_21632747_ChIP-Seq_MESCs_Mouse | 1.15863639 |
| 62 | EBF1_22473956_ChIP-Seq_LYMPHODE_Mouse | 1.15436991 |
| 63 | P53_21459846_ChIP-Seq_SAOS-2_Human | 1.15146880 |
| 64 | POU5F1_26923725_Chip-Seq_MESODERM_Mouse | 1.14759106 |
| 65 | TEAD4_26923725_Chip-Seq_HEMANGIOBLAST_Mouse | 1.14759106 |
| 66 | ESRRB_18555785_Chip-Seq_ESCs_Mouse | 1.14313783 |
| 67 | OCT4_21477851_ChIP-Seq_ESCs_Mouse | 1.14059691 |
| 68 | CEBPB_26923725_Chip-Seq_HEMOGENIC-ENDOTHELIUM_Mouse | 1.13160064 |
| 69 | SUZ12_18555785_Chip-Seq_ESCs_Mouse | 1.13157173 |
| 70 | RUNX1_26923725_Chip-Seq_HPCs_Mouse | 1.10691060 |
| 71 | STAT3_18555785_Chip-Seq_ESCs_Mouse | 1.09532868 |
| 72 | FLI1_26923725_Chip-Seq_HEMOGENIC-ENDOTHELIUM_Mouse | 1.07389696 |
| 73 | * SETDB1_19884257_ChIP-Seq_MESCs_Mouse | 1.05960900 |
| 74 | EWS-ERG_20517297_ChIP-Seq_CADO-ES1_Human | 1.05465565 |
| 75 | SOX2_18555785_Chip-Seq_ESCs_Mouse | 1.05394745 |
| 76 | SPI1_26923725_Chip-Seq_HPCs_Mouse | 1.02284917 |
| 77 | CTCF_18555785_Chip-Seq_ESCs_Mouse | 1.01785910 |
| 78 | RAD21_21589869_ChIP-Seq_MESCs_Mouse | 1.01061864 |
| 79 | RUNX1_27457419_Chip-Seq_LIVER_Mouse | 1.00564953 |
| 80 | PU1_27457419_Chip-Seq_LIVER_Mouse | 1.00454325 |
| 81 | E2F1_18555785_Chip-Seq_ESCs_Mouse | 0.99330226 |
| 82 | TAF15_26573619_Chip-Seq_HEK293_Human | 0.97999112 |
| 83 | PBX1_22567123_ChIP-ChIP_OVCAR3_Human | 0.97009301 |
| 84 | SOX9_26525672_Chip-Seq_HEART_Mouse | 0.96366905 |
| 85 | EBNA1_20929547_Chip-Seq_RAJI-cells_Human | 0.95361350 |
| 86 | NMYC_18555785_Chip-Seq_ESCs_Mouse | 0.94809761 |
| 87 | PPARG_20176806_ChIP-Seq_THIOMACROPHAGE_Mouse | 0.94742719 |
| 88 | * ESET_19884257_ChIP-Seq_ESCs_Mouse | 0.94730638 |
| 89 | SMAD1_18555785_Chip-Seq_ESCs_Mouse | 0.94572601 |
| 90 | GF1B_26923725_Chip-Seq_HPCs_Mouse | 0.94114111 |
| 91 | CEBPB_26923725_Chip-Seq_MACROPHAGESS_Mouse | 0.92793739 |
| 92 | CEBPB_26923725_Chip-Seq_MESODERM_Mouse | 0.92078645 |
| 93 | ZFX_18555785_Chip-Seq_ESCs_Mouse | 0.91711822 |
| 94 | LDB1_21186366_ChIP-Seq_BM-HSCs_Mouse | 0.91090465 |
| 95 | PPARG_20176806_ChIP-Seq_3T3-L1_Mouse | 0.90896995 |
| 96 | ERG_20517297_ChIP-Seq_VCAP_Human | 0.90669329 |
| 97 | RARA_24833708_ChIP-Seq_LIVER_Mouse | 0.90605208 |
| 98 | NR4A2_19515692_ChIP-ChIP_MN9D_Mouse | 0.87574347 |
| 99 | GATA1_19941827_ChIP-Seq_MEL86_Mouse | 0.87222239 |
| 100 | KLF1_20508144_ChIP-Seq_FETAL-LIVER-ERYTHROID_Mouse | 0.86702383 |

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | MP0003698_abnormal_male_reproductive | 6.15759256 |
| 2 | MP0001929_abnormal_gametogenesis | 5.64493498 |
| 3 | MP0008877_abnormal_DNA_methylation | 4.70890445 |
| 4 | MP0002210_abnormal_sex_determination | 3.67204592 |
| 5 | MP0002161_abnormal_fertility/fecundity | 3.31728634 |
| 6 | MP0001145_abnormal_male_reproductive | 3.11084431 |
| 7 | MP0002653_abnormal_ependyma_morphology | 3.10149441 |
| 8 | MP0000653_abnormal_sex_gland | 2.70834078 |
| 9 | MP0005670_abnormal_white_adipose | 2.19272735 |
| 10 | MP0005623_abnormal_meninges_morphology | 2.05303374 |
| 11 | MP0005410_abnormal_fertilization | 15.9422495 |
| 12 | MP0002160_abnormal_reproductive_system | 1.59764567 |
| 13 | MP0008058_abnormal_DNA_repair | 1.43429311 |
| 14 | MP0009046_muscle_twitch | 1.38863910 |
| 15 | MP0004233_abnormal_muscle_weight | 1.38686428 |
| 16 | MP0002282_abnormal_trachea_morphology | 1.35951528 |
| 17 | MP0003646_muscle_fatigue | 1.23607277 |
| 18 | MP0008057_abnormal_DNA_replication | 1.21420816 |
| 19 | MP0005647_abnormal_sex_gland | 1.12804905 |
| 20 | MP0001765_abnormal_ion_homeostasis | 1.12204740 |
| 21 | MP0001984_abnormal_olfaction | 1.06674154 |
| 22 | MP0010094_abnormal_chromosome_stability | 0.89459146 |
| 23 | MP0005389_reproductive_system_phenotype | 0.83518889 |
| 24 | MP0003011_delayed_dark_adaptation | 0.82624887 |
| 25 | MP0002234_abnormal_pharynx_morphology | 0.80113034 |
| 26 | MP0008995_early_reproductive_senescence | 0.70438825 |
| 27 | MP0002928_abnormal_bile_duct | 0.59764648 |
| 28 | MP0005636_abnormal_mineral_homeostasis | 0.58975245 |
| 29 | MP0002102_abnormal_ear_morphology | 0.55446141 |
| 30 | MP0003950_abnormal_plasma_membrane | 0.53648360 |
| 31 | MP0000358_abnormal_cell_content/ | 0.51212827 |
| 32 | MP0004036_abnormal_muscle_relaxation | 0.50950725 |
| 33 | MP0003699_abnormal_female_reproductive | 0.50119953 |
| 34 | MP0000569_abnormal_digit_pigmentation | 0.49674681 |
| 35 | MP0001324_abnormal_eye_pigmentation | 0.48760567 |
| 36 | MP0003786_premature_aging | 0.48166265 |
| 37 | MP0005377_hearing/vestibular/ear_phenot | 0.46824935 |
| 38 | MP0003878_abnormal_ear_physiology | 0.46824935 |
| 39 | MP0005551_abnormal_eye_electrophysiolog | 0.46165912 |
| 40 | MP0003115_abnormal_respiratory_system | 0.45702072 |
| 41 | MP0001293_anophthalmia | 0.44191202 |
| 42 | MP0008007_abnormal_cellular_replicative | 0.44142065 |
| 43 | MP0004019_abnormal_vitamin_homeostasis | 0.43822491 |
| 44 | MP0005253_abnormal_eye_physiology | 0.42677359 |
| 45 | MP0001119_abnormal_female_reproductive | 0.42459874 |
| 46 | MP0010307_abnormal_tumor_latency | 0.41646124 |
| 47 | MP0001764_abnormal_homeostasis | 0.39228420 |
| 48 | MP0002269_muscular_atrophy | 0.38474594 |
| 49 | MP0005666_abnormal_adipose_tissue | 0.37707009 |
| 50 | MP0001545_abnormal_hematopoietic_system | 0.37139415 |
| 51 | MP0005397_hematopoietic_system_phenotyp | 0.37139415 |
| 52 | MP0006036_abnormal_mitochondrial_physio | 0.36463370 |
| 53 | MP0003633_abnormal_nervous_system | 0.35483074 |
| 54 | MP0004133_heterotaxia | 0.35450566 |
| 55 | MP0003111_abnormal_nucleus_morphology | 0.34041914 |
| 56 | MP0004134_abnormal_chest_morphology | 0.32387689 |
| 57 | MP0002971_abnormal_brown_adipose | 0.31820878 |
| 58 | MP0005391_vision/eye_phenotype | 0.31595979 |
| 59 | MP0002736_abnormal_nociception_after | 0.31040205 |
| 60 | MP0003329_amyloid_beta_deposits | 0.30907676 |
| 61 | MP0009115_abnormal_fat_cell | 0.30854532 |
| 62 | MP0002139_abnormal_hepatobiliary_system | 0.28353017 |
| 63 | MP0002132_abnormal_respiratory_system | 0.27361357 |
| 64 | MP0009278_abnormal_bone_marrow | 0.27226006 |
| 65 | MP0004808_abnormal_hematopoietic_stem | 0.26208414 |
| 66 | MP0001730_embryonic_growth_arrest | 0.24725285 |
| 67 | MP0003631_nervous_system_phenotype | 0.24177659 |
| 68 | MP0003861_abnormal_nervous_system | 0.23244674 |
| 69 | MP0004811_abnormal_neuron_physiology | 0.22539741 |
| 70 | MP0009697_abnormal_copulation | 0.21855484 |
| 71 | MP0002152_abnormal_brain_morphology | 0.21784367 |
| 72 | MP0000313_abnormal_cell_death | 0.21780642 |
| 73 | MP0000427_abnormal_hair_cycle | 0.21158056 |
| 74 | MP0004084_abnormal_cardiac_muscle | 0.19225488 |
| 75 | MP0002169_no_abnormal_phenotype | 0.16891152 |
| 76 | MP0002873_normal_phenotype | 0.16637099 |
| 77 | MP0006035_abnormal_mitochondrial_morpho | 0.16488114 |
| 78 | MP0004742_abnormal_vestibular_system | 0.16410191 |
| 79 | MP0006072_abnormal_retinal_apoptosis | 0.16404883 |
| 80 | MP0002084_abnormal_developmental_patter | 0.15819542 |
| 81 | MP0001968_abnormal_touch/_nociception | 0.15632469 |
| 82 | MP0005365_abnormal_bile_salt | 0.14755932 |
| 83 | MP0002229_neurodegeneration | 0.14706353 |
| 84 | MP0002092_abnormal_eye_morphology | 0.14608135 |
| 85 | MP0002405_respiratory_system_inflammati | 0.14458355 |
| 86 | MP0005195_abnormal_posterior_eye | 0.14395087 |
| 87 | MP0008875_abnormal_xenobiotic_pharmacok | 0.14381201 |
| 88 | MP0005319_abnormal_enzyme/_coenzyme | 0.14331279 |
| 89 | MP0004145_abnormal_muscle_electrophysio | 0.14070730 |
| 90 | MP0000604_amyloidosis | 0.13807440 |
| 91 | MP0000432_abnormal_head_morphology | 0.12782274 |
| 92 | MP0001727_abnormal_embryo_implantation | 0.11824020 |
| 93 | MP0000001_mammalian_phenotype | 0.11457618 |
| 94 | MP0005535_abnormal_body_temperature | 0.11124265 |
| 95 | MP0001919_abnormal_reproductive_system | 0.10715469 |
| 96 | MP0002133_abnormal_respiratory_system | 0.10416288 |
| 97 | MP0005388_respiratory_system_phenotype | 0.10416288 |
| 98 | MP0000534_abnormal_ureter_morphology | 0.10164722 |
| 99 | MP0003948_abnormal_gas_homeostasis | 0.10010985 |
| 100 | MP0008569_lethality_at_weaning | 0.09609199 |

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | Abnormal respiratory motile cilium physiology (HP:0012261) | 9.76359461 |
| 2 | Abnormal respiratory epithelium morphology (HP:0012253) | 9.10014414 |
| 3 | Abnormal respiratory motile cilium morphology (HP:0005938) | 9.10014414 |
| 4 | Abnormal ciliary motility (HP:0012262) | 8.10596735 |
| 5 | Rhinitis (HP:0012384) | 7.83648732 |
| 6 | Chronic bronchitis (HP:0004469) | 7.50840491 |
| 7 | Nasal polyposis (HP:0100582) | 6.45298516 |
| 8 | Infertility (HP:0000789) | 6.28511932 |
| 9 | Abnormality of the nasal mucosa (HP:0000433) | 5.30016481 |
| 10 | Bronchiectasis (HP:0002110) | 4.60810693 |
| 11 | Bronchitis (HP:0012387) | 4.58615603 |
| 12 | Nephronophthisis (HP:0000090) | 4.17441193 |
| 13 | Male infertility (HP:0003251) | 3.82402793 |
| 14 | Recurrent sinusitis (HP:0011108) | 3.66196594 |
| 15 | Recurrent otitis media (HP:0000403) | 3.32260342 |
| 16 | Abnormal spermatogenesis (HP:0008669) | 3.26252253 |
| 17 | Abnormality of the renal medulla (HP:0100957) | 3.18133959 |
| 18 | Medial flaring of the eyebrow (HP:0010747) | 2.92307934 |
| 19 | Tubulointerstitial nephritis (HP:0001970) | 2.84544304 |
| 20 | Molar tooth sign on MRI (HP:0002419) | 2.71871232 |
| 21 | Abnormality of midbrain morphology (HP:0002418) | 2.71871232 |
| 22 | Recurrent bronchitis (HP:0002837) | 2.63799010 |
| 23 | Tubular atrophy (HP:0000092) | 2.49751288 |
| 24 | Azoospermia (HP:0000027) | 2.37917886 |
| 25 | Tubulointerstitial abnormality (HP:0001969) | 2.37564240 |
| 26 | Abnormality of the lower motor neuron (HP:0002366) | 2.24530552 |
| 27 | Gonadotropin excess (HP:0000837) | 2.24034817 |
| 28 | Postaxial foot polydactyly (HP:0001830) | 2.03387852 |
| 29 | Impulsivity (HP:0100710) | 2.02771064 |
| 30 | Fibular hypoplasia (HP:0003038) | 2.00128533 |
| 31 | Respiratory insufficiency due to defective ciliary clearance (HP:0200073) | 13.8519275 |
| 32 | Absent/shortened dynein arms (HP:0200106) | 13.0611571 |
| 33 | Dynein arm defect of respiratory motile cilia (HP:0012255) | 13.0611571 |
| 34 | Congenital hepatic fibrosis (HP:0002612) | 1.89190471 |
| 35 | Tubulointerstitial fibrosis (HP:0005576) | 1.86345431 |
| 36 | Chronic sinusitis (HP:0011109) | 1.85785269 |
| 37 | Congenital primary aphakia (HP:0007707) | 1.83580607 |
| 38 | Stage 5 chronic kidney disease (HP:0003774) | 1.83163987 |
| 39 | Gait imbalance (HP:0002141) | 1.83160345 |
| 40 | Amyotrophic lateral sclerosis (HP:0007354) | 1.80050629 |
| 41 | Abnormality of the renal cortex (HP:0011035) | 1.75416927 |
| 42 | Microglossia (HP:0000171) | 1.73638588 |
| 43 | Abnormal drinking behavior (HP:0030082) | 1.70094433 |
| 44 | Polydipsia (HP:0001959) | 1.70094433 |
| 45 | Facial cleft (HP:0002006) | 1.67345823 |
| 46 | Abnormality of the dental root (HP:0006486) | 1.65161105 |
| 47 | Taurodontia (HP:0000679) | 1.65161105 |
| 48 | Abnormality of permanent molar morphology (HP:0011071) | 1.65161105 |
| 49 | Pancreatic fibrosis (HP:0100732) | 1.63268453 |
| 50 | Hypoplasia of the capital femoral epiphysis (HP:0003090) | 1.63179634 |
| 51 | Postaxial hand polydactyly (HP:0001162) | 1.63133741 |
| 52 | Short ribs (HP:0000773) | 1.63129945 |
| 53 | Oculomotor apraxia (HP:0000657) | 1.61644983 |
| 54 | Dyschromatopsia (HP:0007641) | 1.61192600 |
| 55 | Cholecystitis (HP:0001082) | 1.58568982 |
| 56 | Abnormal gallbladder physiology (HP:0012438) | 1.58568982 |
| 57 | Abnormality of renal excretion (HP:0011036) | 1.58529393 |
| 58 | Decreased central vision (HP:0007663) | 1.56983487 |
| 59 | Nephrogenic diabetes insipidus (HP:0009806) | 1.56538040 |
| 60 | Renal dysplasia (HP:0000110) | 1.56203755 |
| 61 | Abnormality of molar (HP:0011077) | 1.55547756 |
| 62 | Abnormality of molar morphology (HP:0011070) | 1.55547756 |
| 63 | Absent frontal sinuses (HP:0002688) | 1.55135629 |
| 64 | Tongue fasciculations (HP:0001308) | 1.54441472 |
| 65 | Aplasia/Hypoplasia of the tongue (HP:0010295) | 1.52922722 |
| 66 | Abnormality of the dental pulp (HP:0006479) | 1.50846777 |
| 67 | Abnormal biliary tract physiology (HP:0012439) | 1.50818258 |
| 68 | Bile duct proliferation (HP:0001408) | 1.50818258 |
| 69 | Aplasia/Hypoplasia of the lens (HP:0008063) | 1.49655954 |
| 70 | Impaired proprioception (HP:0010831) | 1.47559952 |
| 71 | Cystic liver disease (HP:0006706) | 1.47320330 |
| 72 | Heterotopia (HP:0002282) | 1.47072695 |
| 73 | Spastic tetraparesis (HP:0001285) | 1.46633714 |
| 74 | Median cleft lip (HP:0000161) | 1.46087301 |
| 75 | J-shaped sella turcica (HP:0002680) | 1.45791842 |
| 76 | Supernumerary spleens (HP:0009799) | 1.44253087 |
| 77 | Abnormality of saccadic eye movements (HP:0000570) | 1.43836427 |
| 78 | Abnormality of dentin (HP:0010299) | 1.43537893 |
| 79 | Genital tract atresia (HP:0001827) | 1.40460592 |
| 80 | Abnormality of ocular smooth pursuit (HP:0000617) | 1.39940425 |
| 81 | Asymmetric septal hypertrophy (HP:0001670) | 1.39470591 |
| 82 | Muscle fibrillation (HP:0010546) | 1.39058308 |
| 83 | Aplasia/Hypoplasia affecting the fundus (HP:0008057) | 1.37800606 |
| 84 | Vaginal atresia (HP:0000148) | 1.36625875 |
| 85 | Poor coordination (HP:0002370) | 1.36395843 |
| 86 | Cone-shaped epiphyses of the phalanges of the hand (HP:0010230) | 1.36016687 |
| 87 | Bell-shaped thorax (HP:0001591) | 1.34536436 |
| 88 | Short thorax (HP:0010306) | 1.28227516 |
| 89 | True hermaphroditism (HP:0010459) | 1.28000586 |
| 90 | Aplasia/Hypoplasia of the capital femoral epiphysis (HP:0005003) | 1.27684529 |
| 91 | Absent epiphyses (HP:0010577) | 1.27684529 |
| 92 | Optic nerve hypoplasia (HP:0000609) | 1.25956071 |
| 93 | Deformed sella turcica (HP:0002681) | 1.25874961 |
| 94 | Aplasia/Hypoplasia of the fibula (HP:0006492) | 1.25446495 |
| 95 | Chronic hepatic failure (HP:0100626) | 1.25338889 |
| 96 | Vascular calcification (HP:0004934) | 1.22392079 |
| 97 | Nephropathy (HP:0000112) | 1.22050556 |
| 98 | Breast carcinoma (HP:0003002) | 1.20494288 |
| 99 | Abnormal urine output (HP:0012590) | 1.19764279 |
| 100 | Bundle branch block (HP:0011710) | 1.19262650 |

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | PDK3 | 9.43507505 |
| 2 | PDK4 | 9.43507505 |
| 3 | PDK2 | 6.13912634 |
| 4 | TESK1 | 4.32938831 |
| 5 | PRKD3 | 3.35722510 |
| 6 | ICK | 3.06880714 |
| 7 | PTK2B | 2.24408312 |
| 8 | WNK4 | 2.22206501 |
| 9 | STK39 | 2.17003857 |
| 10 | PNCK | 1.77868858 |
| 11 | NEK2 | 1.48609306 |
| 12 | STK38 | 1.39836192 |
| 13 | PDK1 | 1.10148867 |
| 14 | DYRK1B | 1.01913038 |
| 15 | LMTK2 | 0.83742462 |
| 16 | WNK1 | 0.82495382 |
| 17 | TYRO3 | 0.81836663 |
| 18 | IRAK1 | 0.81704805 |
| 19 | CCNB1 | 0.78771388 |
| 20 | MAPK15 | 0.73333054 |
| 21 | DYRK3 | 0.72597581 |
| 22 | STK3 | 0.70289042 |
| 23 | PASK | 0.69944540 |
| 24 | CHEK2 | 0.61261572 |
| 25 | PLK4 | 0.58557968 |
| 26 | WEE1 | 0.58321682 |
| 27 | TTK | 0.57403969 |
| 28 | STK38L | 0.54781902 |
| 29 | PDPK1 | 0.51580941 |
| 30 | PINK1 | 0.50255218 |
| 31 | MAP2K6 | 0.48447126 |
| 32 | CDC7 | 0.44852587 |
| 33 | CHEK1 | 0.44576585 |
| 34 | BRSK2 | 0.42017017 |
| 35 | TESK2 | 0.39998874 |
| 36 | RIPK4 | 0.38214512 |
| 37 | ATR | 0.37820733 |
| 38 | CAMK1G | 0.36886873 |
| 39 | EEF2K | 0.35439588 |
| 40 | IRAK2 | 0.34089682 |
| 41 | MUSK | 0.29856775 |
| 42 | ATM | 0.29134561 |
| 43 | MAP2K7 | 0.28775715 |
| 44 | PAK1 | 0.27540384 |
| 45 | PRKCG | 0.25708635 |
| 46 | NTRK2 | 0.24021281 |
| 47 | CDK12 | 0.23755621 |
| 48 | PLK1 | 0.20500650 |
| 49 | MAP3K4 | 0.20199132 |
| 50 | MAPKAPK5 | 0.19149677 |
| 51 | NEK6 | 0.19081323 |
| 52 | CAMKK1 | 0.18752064 |
| 53 | MTOR | 0.16952217 |
| 54 | PAK2 | 0.16411776 |
| 55 | PRKAA1 | 0.15322771 |
| 56 | BRSK1 | 0.14417960 |
| 57 | RPS6KB1 | 0.14182219 |
| 58 | ZAP70 | 0.13942929 |
| 59 | MARK3 | 0.12751726 |
| 60 | MARK2 | 0.10980128 |
| 61 | PRKG2 | 0.10827816 |
| 62 | PRKCQ | 0.10823748 |
| 63 | YES1 | 0.10430311 |
| 64 | MAP3K10 | 0.10147546 |
| 65 | PRKCZ | 0.09572088 |
| 66 | RIPK1 | 0.08627363 |
| 67 | PDGFRB | 0.08183040 |
| 68 | CDK15 | 0.08056584 |
| 69 | BMPR1B | 0.07740036 |
| 70 | WNK3 | 0.07594411 |
| 71 | PKN1 | 0.07259867 |
| 72 | CSNK2A1 | 0.07121993 |
| 73 | PRKG1 | 0.06936924 |
| 74 | CDK18 | 0.05666411 |
| 75 | PRKACG | 0.05503458 |
| 76 | STK11 | 0.05340833 |
| 77 | CDK11A | 0.05115986 |
| 78 | CSNK2A2 | 0.04707023 |
| 79 | STK10 | 0.04571655 |
| 80 | GSK3B | 0.04428282 |
| 81 | CDK1 | 0.04221730 |
| 82 | BRAF | 0.04095086 |
| 83 | CSNK1D | 0.04023909 |
| 84 | CDK2 | 0.03121029 |
| 85 | MAPK8 | 0.02621908 |
| 86 | EGFR | 0.02341532 |
| 87 | MAP3K5 | 0.01737628 |
| 88 | CDK14 | 0.01679757 |
| 89 | CAMK2A | 0.01652719 |
| 90 | RPS6KA1 | 0.01375030 |
| 91 | PRKDC | 0.00929744 |
| 92 | CSF1R | 0.00543351 |
| 93 | PRKACB | 0.00478701 |
| 94 | PRKCB | 0.00246900 |
| 95 | RPS6KA3 | -0.0290772 |
| 96 | PRKACA | -0.0283377 |
| 97 | CDK3 | -0.0204807 |
| 98 | MAPK10 | -0.0164432 |
| 99 | PRKCD | -0.0074802 |
| 100 | PRKCA | -0.0031990 |

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | Vitamin B6 metabolism_Homo sapiens_hsa00750 | 4.45005396 |
| 2 | Glycolysis / Gluconeogenesis_Homo sapiens_hsa00010 | 4.38975937 |
| 3 | Pyruvate metabolism_Homo sapiens_hsa00620 | 3.99123167 |
| 4 | Fatty acid biosynthesis_Homo sapiens_hsa00061 | 3.60828506 |
| 5 | Propanoate metabolism_Homo sapiens_hsa00640 | 3.23756008 |
| 6 | Basal transcription factors_Homo sapiens_hsa03022 | 2.78563249 |
| 7 | Glucagon signaling pathway_Homo sapiens_hsa04922 | 2.73927723 |
| 8 | alpha-Linolenic acid metabolism_Homo sapiens_hsa00592 | 2.66944692 |
| 9 | Pentose phosphate pathway_Homo sapiens_hsa00030 | 2.66605344 |
| 10 | Linoleic acid metabolism_Homo sapiens_hsa00591 | 2.59939651 |
| 11 | Mucin type O-Glycan biosynthesis_Homo sapiens_hsa00512 | 2.34525715 |
| 12 | Glycosaminoglycan degradation_Homo sapiens_hsa00531 | 2.22330810 |
| 13 | Selenocompound metabolism_Homo sapiens_hsa00450 | 2.19058191 |
| 14 | Proximal tubule bicarbonate reclamation_Homo sapiens_hsa04964 | 2.10409559 |
| 15 | Glycerolipid metabolism_Homo sapiens_hsa00561 | 1.99316967 |
| 16 | Fanconi anemia pathway_Homo sapiens_hsa03460 | 1.98358490 |
| 17 | Oocyte meiosis_Homo sapiens_hsa04114 | 1.92102919 |
| 18 | Carbohydrate digestion and absorption_Homo sapiens_hsa04973 | 1.83305829 |
| 19 | Protein processing in endoplasmic reticulum_Homo sapiens_hsa04141 | 1.80769401 |
| 20 | PPAR signaling pathway_Homo sapiens_hsa03320 | 1.66819563 |
| 21 | Dorso-ventral axis formation_Homo sapiens_hsa04320 | 1.63236373 |
| 22 | Carbon metabolism_Homo sapiens_hsa01200 | 1.53514564 |
| 23 | Butirosin and neomycin biosynthesis_Homo sapiens_hsa00524 | 1.49326564 |
| 24 | Huntingtons disease_Homo sapiens_hsa05016 | 1.48287810 |
| 25 | Glycerophospholipid metabolism_Homo sapiens_hsa00564 | 1.44839355 |
| 26 | Amphetamine addiction_Homo sapiens_hsa05031 | 1.41523233 |
| 27 | Nicotinate and nicotinamide metabolism_Homo sapiens_hsa00760 | 1.34861019 |
| 28 | Cysteine and methionine metabolism_Homo sapiens_hsa00270 | 1.33796435 |
| 29 | Mineral absorption_Homo sapiens_hsa04978 | 1.31905920 |
| 30 | Fructose and mannose metabolism_Homo sapiens_hsa00051 | 1.31815671 |
| 31 | Longevity regulating pathway - multiple species_Homo sapiens_hsa04213 | 1.23028283 |
| 32 | Cardiac muscle contraction_Homo sapiens_hsa04260 | 1.21777728 |
| 33 | Fat digestion and absorption_Homo sapiens_hsa04975 | 1.21621804 |
| 34 | Ether lipid metabolism_Homo sapiens_hsa00565 | 1.21195230 |
| 35 | Renin secretion_Homo sapiens_hsa04924 | 1.17714972 |
| 36 | Biosynthesis of amino acids_Homo sapiens_hsa01230 | 1.13667784 |
| 37 | Endocrine and other factor-regulated calcium reabsorption_Homo sapiens_hsa04961 | 1.11905987 |
| 38 | Antigen processing and presentation_Homo sapiens_hsa04612 | 1.07577819 |
| 39 | mRNA surveillance pathway_Homo sapiens_hsa03015 | 1.07038804 |
| 40 | Fatty acid degradation_Homo sapiens_hsa00071 | 1.04266092 |
| 41 | Purine metabolism_Homo sapiens_hsa00230 | 1.03587164 |
| 42 | Fatty acid metabolism_Homo sapiens_hsa01212 | 1.01745057 |
| 43 | Drug metabolism - cytochrome P450_Homo sapiens_hsa00982 | 0.95052923 |
| 44 | Renin-angiotensin system_Homo sapiens_hsa04614 | 0.94872794 |
| 45 | RNA transport_Homo sapiens_hsa03013 | 0.93827865 |
| 46 | Collecting duct acid secretion_Homo sapiens_hsa04966 | 0.89599780 |
| 47 | Metabolism of xenobiotics by cytochrome P450_Homo sapiens_hsa00980 | 0.88398946 |
| 48 | Aldosterone-regulated sodium reabsorption_Homo sapiens_hsa04960 | 0.85926851 |
| 49 | Glutathione metabolism_Homo sapiens_hsa00480 | 0.83195468 |
| 50 | Ubiquitin mediated proteolysis_Homo sapiens_hsa04120 | 0.78528478 |
| 51 | Chemical carcinogenesis_Homo sapiens_hsa05204 | 0.75535021 |
| 52 | Citrate cycle (TCA cycle)_Homo sapiens_hsa00020 | 0.71280049 |
| 53 | ABC transporters_Homo sapiens_hsa02010 | 0.68516086 |
| 54 | Long-term potentiation_Homo sapiens_hsa04720 | 0.67339946 |
| 55 | Insulin secretion_Homo sapiens_hsa04911 | 0.62701059 |
| 56 | Inositol phosphate metabolism_Homo sapiens_hsa00562 | 0.62634243 |
| 57 | Estrogen signaling pathway_Homo sapiens_hsa04915 | 0.61215860 |
| 58 | Bile secretion_Homo sapiens_hsa04976 | 0.59182715 |
| 59 | Calcium signaling pathway_Homo sapiens_hsa04020 | 0.58881115 |
| 60 | Arachidonic acid metabolism_Homo sapiens_hsa00590 | 0.58602595 |
| 61 | Phosphatidylinositol signaling system_Homo sapiens_hsa04070 | 0.58218721 |
| 62 | Thyroid hormone synthesis_Homo sapiens_hsa04918 | 0.57241140 |
| 63 | Systemic lupus erythematosus_Homo sapiens_hsa05322 | 0.57061896 |
| 64 | cGMP-PKG signaling pathway_Homo sapiens_hsa04022 | 0.56457167 |
| 65 | Vasopressin-regulated water reabsorption_Homo sapiens_hsa04962 | 0.54168687 |
| 66 | Central carbon metabolism in cancer_Homo sapiens_hsa05230 | 0.53601207 |
| 67 | Adipocytokine signaling pathway_Homo sapiens_hsa04920 | 0.51702866 |
| 68 | Hedgehog signaling pathway_Homo sapiens_hsa04340 | 0.49315128 |
| 69 | Amyotrophic lateral sclerosis (ALS)_Homo sapiens_hsa05014 | 0.47409629 |
| 70 | Synaptic vesicle cycle_Homo sapiens_hsa04721 | 0.45101666 |
| 71 | Protein digestion and absorption_Homo sapiens_hsa04974 | 0.42922219 |
| 72 | Legionellosis_Homo sapiens_hsa05134 | 0.42734542 |
| 73 | Metabolic pathways_Homo sapiens_hsa01100 | 0.42546448 |
| 74 | Pancreatic secretion_Homo sapiens_hsa04972 | 0.42099346 |
| 75 | N-Glycan biosynthesis_Homo sapiens_hsa00510 | 0.39331434 |
| 76 | Endocytosis_Homo sapiens_hsa04144 | 0.38962429 |
| 77 | Taste transduction_Homo sapiens_hsa04742 | 0.38732787 |
| 78 | AMPK signaling pathway_Homo sapiens_hsa04152 | 0.36895225 |
| 79 | Salivary secretion_Homo sapiens_hsa04970 | 0.34934104 |
| 80 | Thyroid hormone signaling pathway_Homo sapiens_hsa04919 | 0.30602826 |
| 81 | Sulfur metabolism_Homo sapiens_hsa00920 | 0.30266463 |
| 82 | Gastric acid secretion_Homo sapiens_hsa04971 | 0.28250751 |
| 83 | VEGF signaling pathway_Homo sapiens_hsa04370 | 0.27311290 |
| 84 | Vascular smooth muscle contraction_Homo sapiens_hsa04270 | 0.26306479 |
| 85 | Adrenergic signaling in cardiomyocytes_Homo sapiens_hsa04261 | 0.24833490 |
| 86 | Progesterone-mediated oocyte maturation_Homo sapiens_hsa04914 | 0.24429953 |
| 87 | Homologous recombination_Homo sapiens_hsa03440 | 0.24423298 |
| 88 | cAMP signaling pathway_Homo sapiens_hsa04024 | 0.22565984 |
| 89 | Circadian entrainment_Homo sapiens_hsa04713 | 0.21340880 |
| 90 | Pentose and glucuronate interconversions_Homo sapiens_hsa00040 | 0.20920802 |
| 91 | Pyrimidine metabolism_Homo sapiens_hsa00240 | 0.17627604 |
| 92 | Retinol metabolism_Homo sapiens_hsa00830 | 0.14718626 |
| 93 | Cell cycle_Homo sapiens_hsa04110 | 0.13832117 |
| 94 | Salmonella infection_Homo sapiens_hsa05132 | 0.12661803 |
| 95 | RNA degradation_Homo sapiens_hsa03018 | 0.11443441 |
| 96 | Alcoholism_Homo sapiens_hsa05034 | 0.11123682 |
| 97 | Wnt signaling pathway_Homo sapiens_hsa04310 | 0.11016259 |
| 98 | Viral carcinogenesis_Homo sapiens_hsa05203 | 0.10530215 |
| 99 | B cell receptor signaling pathway_Homo sapiens_hsa04662 | 0.10001803 |
| 100 | Cocaine addiction_Homo sapiens_hsa05030 | 0.05702862 |

