

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | spermatid development (GO:0007286) | 9.46569148 |
| 2 | motile cilium assembly (GO:0044458) | 9.14475766 |
| 3 | cilium movement (GO:0003341) | 8.64846827 |
| 4 | single fertilization (GO:0007338) | 7.93778156 |
| 5 | sperm capacitation (GO:0048240) | 7.85939852 |
| 6 | epithelial cilium movement involved in determination of left/right asymmetry (GO:0060287) | 7.84882991 |
| 7 | regulation of cilium movement (GO:0003352) | 7.74600901 |
| 8 | male meiosis (GO:0007140) | 7.57061946 |
| 9 | synaptonemal complex assembly (GO:0007130) | 7.32239780 |
| 10 | synaptonemal complex organization (GO:0070193) | 7.24484150 |
| 11 | spermatid nucleus differentiation (GO:0007289) | 7.05395030 |
| 12 | piRNA metabolic process (GO:0034587) | 6.53789167 |
| 13 | fertilization (GO:0009566) | 6.45445194 |
| 14 | spermatogenesis (GO:0007283) | 6.18323840 |
| 15 | male gamete generation (GO:0048232) | 6.16010446 |
| 16 | microtubule depolymerization (GO:0007019) | 5.91874124 |
| 17 | organic cation transport (GO:0015695) | 5.89365264 |
| 18 | negative regulation of inclusion body assembly (GO:0090084) | 5.89151855 |
| 19 | gamete generation (GO:0007276) | 5.66832614 |
| 20 | calcium ion-dependent exocytosis (GO:0017156) | 5.55371663 |
| 21 | cell recognition (GO:0008037) | 5.43972283 |
| 22 | cellular process involved in reproduction in multicellular organism (GO:0022412) | 5.37241183 |
| 23 | ventricular system development (GO:0021591) | 5.36138601 |
| 24 | germ cell development (GO:0007281) | 5.22285193 |
| 25 | sexual reproduction (GO:0019953) | 5.14834439 |
| 26 | regulation of inclusion body assembly (GO:0090083) | 5.12837618 |
| 27 | microtubule severing (GO:0051013) | 5.11050303 |
| 28 | chromosome organization involved in meiosis (GO:0070192) | 5.02494907 |
| 29 | single strand break repair (GO:0000012) | 4.78057807 |
| 30 | glycerol ether metabolic process (GO:0006662) | 4.67938200 |
| 31 | regulation of microtubule-based movement (GO:0060632) | 4.50703670 |
| 32 | monoubiquitinated protein deubiquitination (GO:0035520) | 4.47356536 |
| 33 | multicellular organismal reproductive process (GO:0048609) | 4.45504543 |
| 34 | protein K11-linked deubiquitination (GO:0035871) | 4.39195881 |
| 35 | ether metabolic process (GO:0018904) | 4.32568363 |
| 36 | meiotic nuclear division (GO:0007126) | 4.28927782 |
| 37 | DNA methylation involved in gamete generation (GO:0043046) | 4.25607872 |
| 38 | male meiosis I (GO:0007141) | 4.18180224 |
| 39 | seminiferous tubule development (GO:0072520) | 3.97689668 |
| 40 | chromosome condensation (GO:0030261) | 3.92541389 |
| 41 | genitalia morphogenesis (GO:0035112) | 3.72042896 |
| 42 | protein polyglutamylation (GO:0018095) | 3.69043414 |
| 43 | DNA packaging (GO:0006323) | 3.66585451 |
| 44 | left/right pattern formation (GO:0060972) | 3.63562052 |
| 45 | chaperone-mediated protein complex assembly (GO:0051131) | 3.60583895 |
| 46 | multicellular organismal development (GO:0007275) | 3.57532074 |
| 47 | sequestering of actin monomers (GO:0042989) | 3.47217207 |
| 48 | meiosis I (GO:0007127) | 3.29156250 |
| 49 | positive regulation of macrophage activation (GO:0043032) | 3.21587318 |
| 50 | centriole assembly (GO:0098534) | 3.10665174 |
| 51 | microtubule polymerization or depolymerization (GO:0031109) | 3.10615351 |
| 52 | protein localization to cilium (GO:0061512) | 3.01742629 |
| 53 | carnitine transport (GO:0015879) | 3.01424990 |
| 54 | amino-acid betaine transport (GO:0015838) | 3.01424990 |
| 55 | glycolytic process (GO:0006096) | 3.01175244 |
| 56 | cilium organization (GO:0044782) | 3.01165683 |
| 57 | nucleus organization (GO:0006997) | 2.97553457 |
| 58 | synapsis (GO:0007129) | 2.92843973 |
| 59 | meiotic cell cycle (GO:0051321) | 2.92124365 |
| 60 | cellular component assembly involved in morphogenesis (GO:0010927) | 2.90811151 |
| 61 | intraciliary transport (GO:0042073) | 2.90703647 |
| 62 | polyol catabolic process (GO:0046174) | 2.90143730 |
| 63 | centriole replication (GO:0007099) | 2.89835517 |
| 64 | carnitine transmembrane transport (GO:1902603) | 2.89711418 |
| 65 | microtubule-based movement (GO:0007018) | 2.89598096 |
| 66 | cilium assembly (GO:0042384) | 2.89135113 |
| 67 | nucleoside diphosphate phosphorylation (GO:0006165) | 2.85730784 |
| 68 | regulation of spindle checkpoint (GO:0090231) | 2.85394963 |
| 69 | protein refolding (GO:0042026) | 2.83830406 |
| 70 | alditol metabolic process (GO:0019400) | 2.83507288 |
| 71 | lactate metabolic process (GO:0006089) | 2.82624599 |
| 72 | GTP biosynthetic process (GO:0006183) | 2.79785070 |
| 73 | meiotic cell cycle process (GO:1903046) | 2.67041259 |
| 74 | cilium morphogenesis (GO:0060271) | 2.64796634 |
| 75 | negative regulation of organelle assembly (GO:1902116) | 2.63312075 |
| 76 | regulation of centriole replication (GO:0046599) | 2.55182744 |
| 77 | axoneme assembly (GO:0035082) | 2.55006691 |
| 78 | chromatin silencing (GO:0006342) | 2.54527622 |
| 79 | interferon-gamma secretion (GO:0072643) | 2.54392687 |
| 80 | glycerol metabolic process (GO:0006071) | 2.50324982 |
| 81 | UTP biosynthetic process (GO:0006228) | 2.48517898 |
| 82 | single-organism membrane fusion (GO:0044801) | 2.43692374 |
| 83 | calcium ion import (GO:0070509) | 2.42339161 |
| 84 | peptidyl-glutamic acid modification (GO:0018200) | 2.41128360 |
| 85 | regulation of cytokine production involved in inflammatory response (GO:1900015) | 2.40782825 |
| 86 | fusion of sperm to egg plasma membrane (GO:0007342) | 14.7789420 |
| 87 | sperm motility (GO:0030317) | 13.5707768 |
| 88 | acrosome assembly (GO:0001675) | 13.3074633 |
| 89 | * cell wall macromolecule metabolic process (GO:0044036) | 13.0610717 |
| 90 | * cell wall macromolecule catabolic process (GO:0016998) | 13.0610717 |
| 91 | multicellular organism reproduction (GO:0032504) | 12.5298977 |
| 92 | sperm-egg recognition (GO:0035036) | 12.3892379 |
| 93 | acrosome reaction (GO:0007340) | 11.3144714 |
| 94 | plasma membrane fusion (GO:0045026) | 11.2895925 |
| 95 | cell-cell recognition (GO:0009988) | 11.1262986 |
| 96 | binding of sperm to zona pellucida (GO:0007339) | 10.9854765 |
| 97 | reproduction (GO:0000003) | 10.8895525 |
| 98 | epithelial cilium movement (GO:0003351) | 10.4823771 |
| 99 | cilium or flagellum-dependent cell motility (GO:0001539) | 10.4369409 |
| 100 | axonemal dynein complex assembly (GO:0070286) | 10.0087954 |

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | MYBL1_21750041_ChIP-ChIP_SPERMATOCYTES_Mouse | 9.17506718 |
| 2 | TAL1_26923725_Chip-Seq_MACROPHAGESS_Mouse | 4.80909613 |
| 3 | BCL11B_21912641_ChIP-Seq_STHDH_STRIUM_Mouse | 3.53627548 |
| 4 | GLI1_17442700_ChIP-ChIP_MESCs_Mouse | 3.46013988 |
| 5 | EZH2_22144423_ChIP-Seq_EOC_Human | 3.22116427 |
| 6 | PRDM16_22522345_ChIP-ChIP_PALATE_MESENCHYMAL_Mouse | 2.72471390 |
| 7 | FLI1_27457419_Chip-Seq_LIVER_Mouse | 2.65212807 |
| 8 | PCGF2_27294783_Chip-Seq_ESCs_Mouse | 2.40547261 |
| 9 | ZFP322A_24550733_ChIP-Seq_MESCs_Mouse | 2.39358931 |
| 10 | STAT6_21828071_ChIP-Seq_BEAS2B_Human | 2.33481825 |
| 11 | CBX2_27304074_Chip-Seq_ESCs_Mouse | 2.28843047 |
| 12 | CIITA_18437201_ChIP-ChIP_Raji_B_and_iDC_Human | 2.15150328 |
| 13 | RCOR1_19997604_ChIP-ChIP_NEURONS_Mouse | 2.09448500 |
| 14 | * KLF4_25985364_ChIP-Seq_ATHEROSCLEROSIS_LESION_Mouse | 2.05659222 |
| 15 | VDR_22108803_ChIP-Seq_LS180_Human | 2.05524659 |
| 16 | CREM_20920259_ChIP-Seq_GC1-SPG_Mouse | 2.01932968 |
| 17 | EWS-FLI1_20517297_ChIP-Seq_SK-N-MC_Human | 1.99760015 |
| 18 | ZNF274_21170338_ChIP-Seq_K562_Hela | 1.94436537 |
| 19 | KAP1_22055183_ChIP-Seq_ESCs_Mouse | 1.93165318 |
| 20 | TAL1_21186366_ChIP-Seq_BM-HSCs_Mouse | 1.92907142 |
| 21 | ZNF652_21678463_ChIP-ChIP_ZR75-1_Human | 1.87814746 |
| 22 | PCGF2_27294783_Chip-Seq_NPCs_Mouse | 1.84422877 |
| 23 | ZFP57_27257070_Chip-Seq_ESCs_Mouse | 1.79213820 |
| 24 | KDM2B_26808549_Chip-Seq_REH_Human | 1.77132218 |
| 25 | GATA1_26923725_Chip-Seq_HPCs_Mouse | 1.75735651 |
| 26 | GATA2_21186366_ChIP-Seq_BM-HSCs_Mouse | 1.73338792 |
| 27 | GATA2_26923725_Chip-Seq_HEMANGIOBLAST_Mouse | 1.69514902 |
| 28 | TAL1_26923725_Chip-Seq_HPCs_Mouse | 1.69262056 |
| 29 | STAT1_17558387_ChIP-Seq_HELA_Human | 1.68689552 |
| 30 | TCFCP2L1_18555785_Chip-Seq_ESCs_Mouse | 1.63565519 |
| 31 | NFE2_27457419_Chip-Seq_LIVER_Mouse | 1.61902546 |
| 32 | SUZ12_27294783_Chip-Seq_NPCs_Mouse | 1.59807302 |
| 33 | ELK4_26923725_Chip-Seq_MESODERM_Mouse | 1.56164486 |
| 34 | MEIS1_26923725_Chip-Seq_HEMOGENIC-ENDOTHELIUM_Mouse | 1.54436291 |
| 35 | CTBP2_25329375_ChIP-Seq_LNCAP_Human | 1.52811268 |
| 36 | CBP_20019798_ChIP-Seq_JUKART_Human | 1.49797181 |
| 37 | IRF4_20064451_ChIP-Seq_CD4+T_Mouse | 1.49797181 |
| 38 | GATA3_21867929_ChIP-Seq_CD8_Mouse | 1.49484950 |
| 39 | WDR5_24793694_ChIP-Seq_LNCAP_Human | 1.46936835 |
| 40 | NANOG_18555785_Chip-Seq_ESCs_Mouse | 1.44853051 |
| 41 | FLI1_26923725_Chip-Seq_MACROPHAGESS_Mouse | 1.43810947 |
| 42 | EBF1_22473956_ChIP-Seq_BONE_MARROW_Mouse | 1.42935121 |
| 43 | SOX2_22085726_ChIP-Seq_NPCs_Mouse | 1.42044609 |
| 44 | * FLI1_21867929_ChIP-Seq_TH2_Mouse | 1.39370405 |
| 45 | CMYC_18555785_Chip-Seq_ESCs_Mouse | 1.38793907 |
| 46 | CRX_20693478_ChIP-Seq_RETINA_Mouse | 1.38776255 |
| 47 | OCT4_18555785_Chip-Seq_ESCs_Mouse | 1.37991874 |
| 48 | GATA3_21867929_ChIP-Seq_TH1_Mouse | 1.37144576 |
| 49 | P53_22387025_ChIP-Seq_ESCs_Mouse | 1.34214944 |
| 50 | LUZP1_20508642_ChIP-Seq_ESCs_Mouse | 1.33489808 |
| 51 | TAL1_26923725_Chip-Seq_HEMANGIOBLAST_Mouse | 1.31553168 |
| 52 | P300_18555785_Chip-Seq_ESCs_Mouse | 1.30582213 |
| 53 | REST_21632747_ChIP-Seq_MESCs_Mouse | 1.25313278 |
| 54 | RNF2_27304074_Chip-Seq_NSC_Mouse | 1.24435145 |
| 55 | CDX2_21402776_ChIP-Seq_INTESTINAL-VILLUS_Mouse | 1.24413558 |
| 56 | KLF4_18555785_Chip-Seq_ESCs_Mouse | 1.24073336 |
| 57 | EZH2_27294783_Chip-Seq_NPCs_Mouse | 1.22339045 |
| 58 | SUZ12_18555785_Chip-Seq_ESCs_Mouse | 1.22109149 |
| 59 | EBF1_22473956_ChIP-Seq_LYMPHODE_Mouse | 1.21779868 |
| 60 | ESRRB_18555785_Chip-Seq_ESCs_Mouse | 1.20728277 |
| 61 | MYCN_21190229_ChIP-Seq_SHEP-21N_Human | 1.20467861 |
| 62 | * MEIS1_26253404_ChIP-Seq_OPTIC_CUPS_Mouse | 1.20107064 |
| 63 | PBX_27287812_Chip-Seq_EMBYONIC-LIMB_Mouse | 1.17784246 |
| 64 | GF1_26923725_Chip-Seq_HPCs_Mouse | 1.17765119 |
| 65 | SIN3B_21632747_ChIP-Seq_MESCs_Mouse | 1.16839932 |
| 66 | STAT3_18555785_Chip-Seq_ESCs_Mouse | 1.16052082 |
| 67 | OCT4_21477851_ChIP-Seq_ESCs_Mouse | 1.15967841 |
| 68 | RUNX1_26923725_Chip-Seq_HPCs_Mouse | 1.15180823 |
| 69 | SOX2_18555785_Chip-Seq_ESCs_Mouse | 1.14636829 |
| 70 | CEBPB_26923725_Chip-Seq_HEMOGENIC-ENDOTHELIUM_Mouse | 1.14475586 |
| 71 | POU5F1_26923725_Chip-Seq_MESODERM_Mouse | 1.14227755 |
| 72 | TEAD4_26923725_Chip-Seq_HEMANGIOBLAST_Mouse | 1.14227755 |
| 73 | TAF15_26573619_Chip-Seq_HEK293_Human | 1.12461883 |
| 74 | CTCF_18555785_Chip-Seq_ESCs_Mouse | 1.11057885 |
| 75 | KLF1_20508144_ChIP-Seq_FETAL-LIVER-ERYTHROID_Mouse | 1.09860784 |
| 76 | * P53_21459846_ChIP-Seq_SAOS-2_Human | 1.09408378 |
| 77 | EWS-ERG_20517297_ChIP-Seq_CADO-ES1_Human | 1.07124723 |
| 78 | E2F1_18555785_Chip-Seq_ESCs_Mouse | 1.06398175 |
| 79 | RUNX1_27457419_Chip-Seq_LIVER_Mouse | 1.06346906 |
| 80 | SETDB1_19884257_ChIP-Seq_MESCs_Mouse | 1.05486337 |
| 81 | ESET_19884257_ChIP-Seq_ESCs_Mouse | 1.05423729 |
| 82 | SPI1_26923725_Chip-Seq_HPCs_Mouse | 1.04969343 |
| 83 | PU1_27457419_Chip-Seq_LIVER_Mouse | 1.04776706 |
| 84 | FLI1_26923725_Chip-Seq_HEMOGENIC-ENDOTHELIUM_Mouse | 1.03557306 |
| 85 | SMAD1_18555785_Chip-Seq_ESCs_Mouse | 1.02668763 |
| 86 | NMYC_18555785_Chip-Seq_ESCs_Mouse | 1.02254057 |
| 87 | GF1B_26923725_Chip-Seq_HPCs_Mouse | 0.99594405 |
| 88 | * SOX9_26525672_Chip-Seq_HEART_Mouse | 0.98383751 |
| 89 | RAD21_21589869_ChIP-Seq_MESCs_Mouse | 0.97378603 |
| 90 | PBX1_22567123_ChIP-ChIP_OVCAR3_Human | 0.97365408 |
| 91 | NFIB_24661679_ChIP-Seq_LUNG_Mouse | 0.97125142 |
| 92 | CEBPB_26923725_Chip-Seq_MACROPHAGESS_Mouse | 0.94565411 |
| 93 | ZFX_18555785_Chip-Seq_ESCs_Mouse | 0.94423446 |
| 94 | LDB1_21186366_ChIP-Seq_BM-HSCs_Mouse | 0.93964662 |
| 95 | * EBNA1_20929547_Chip-Seq_RAJI-cells_Human | 0.92588512 |
| 96 | PPARG_20176806_ChIP-Seq_THIOMACROPHAGE_Mouse | 0.90714731 |
| 97 | GATA1_19941827_ChIP-Seq_MEL86_Mouse | 0.90445458 |
| 98 | RARA_24833708_ChIP-Seq_LIVER_Mouse | 0.89949559 |
| 99 | ETV2_25802403_ChIP-Seq_MESCs_Mouse | 0.89834116 |
| 100 | ERG_20517297_ChIP-Seq_VCAP_Human | 0.89789796 |

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | MP0003698_abnormal_male_reproductive | 6.21573007 |
| 2 | MP0001929_abnormal_gametogenesis | 5.64423260 |
| 3 | MP0008877_abnormal_DNA_methylation | 4.24071620 |
| 4 | MP0002210_abnormal_sex_determination | 3.52032222 |
| 5 | MP0002161_abnormal_fertility/fecundity | 3.34608118 |
| 6 | MP0001145_abnormal_male_reproductive | 3.02669861 |
| 7 | MP0002653_abnormal_ependyma_morphology | 2.87446061 |
| 8 | MP0000653_abnormal_sex_gland | 2.64232967 |
| 9 | MP0005670_abnormal_white_adipose | 2.24586812 |
| 10 | MP0005623_abnormal_meninges_morphology | 2.01523032 |
| 11 | MP0005410_abnormal_fertilization | 16.2317759 |
| 12 | MP0009046_muscle_twitch | 1.50369772 |
| 13 | MP0002160_abnormal_reproductive_system | 1.49364999 |
| 14 | MP0004233_abnormal_muscle_weight | 1.46742706 |
| 15 | MP0002282_abnormal_trachea_morphology | 1.40327372 |
| 16 | MP0008058_abnormal_DNA_repair | 1.36213295 |
| 17 | MP0001765_abnormal_ion_homeostasis | 1.23073540 |
| 18 | MP0003646_muscle_fatigue | 1.20206334 |
| 19 | MP0001984_abnormal_olfaction | 1.02717927 |
| 20 | MP0005647_abnormal_sex_gland | 1.02697736 |
| 21 | MP0005389_reproductive_system_phenotype | 0.76902264 |
| 22 | MP0002234_abnormal_pharynx_morphology | 0.69568603 |
| 23 | MP0005636_abnormal_mineral_homeostasis | 0.67014563 |
| 24 | MP0002102_abnormal_ear_morphology | 0.65974758 |
| 25 | MP0008057_abnormal_DNA_replication | 0.62427417 |
| 26 | MP0010094_abnormal_chromosome_stability | 0.60955951 |
| 27 | MP0004036_abnormal_muscle_relaxation | 0.58872159 |
| 28 | MP0002928_abnormal_bile_duct | 0.57769917 |
| 29 | MP0003011_delayed_dark_adaptation | 0.56947553 |
| 30 | MP0001324_abnormal_eye_pigmentation | 0.54864088 |
| 31 | MP0003950_abnormal_plasma_membrane | 0.52525255 |
| 32 | MP0003699_abnormal_female_reproductive | 0.50758751 |
| 33 | MP0005551_abnormal_eye_electrophysiolog | 0.50691212 |
| 34 | MP0008995_early_reproductive_senescence | 0.48933055 |
| 35 | MP0004019_abnormal_vitamin_homeostasis | 0.48440654 |
| 36 | MP0003115_abnormal_respiratory_system | 0.47571543 |
| 37 | MP0000358_abnormal_cell_content/ | 0.46426300 |
| 38 | MP0001293_anophthalmia | 0.46300633 |
| 39 | MP0003633_abnormal_nervous_system | 0.46169269 |
| 40 | MP0006036_abnormal_mitochondrial_physio | 0.44153085 |
| 41 | MP0005253_abnormal_eye_physiology | 0.42345965 |
| 42 | MP0002139_abnormal_hepatobiliary_system | 0.41393626 |
| 43 | MP0004133_heterotaxia | 0.41324759 |
| 44 | MP0002269_muscular_atrophy | 0.41095356 |
| 45 | MP0001764_abnormal_homeostasis | 0.39852957 |
| 46 | MP0002736_abnormal_nociception_after | 0.38301799 |
| 47 | MP0001119_abnormal_female_reproductive | 0.37441865 |
| 48 | MP0002132_abnormal_respiratory_system | 0.36940661 |
| 49 | MP0003329_amyloid_beta_deposits | 0.36331490 |
| 50 | MP0005377_hearing/vestibular/ear_phenot | 0.35528311 |
| 51 | MP0003878_abnormal_ear_physiology | 0.35528311 |
| 52 | MP0002971_abnormal_brown_adipose | 0.33983700 |
| 53 | MP0010307_abnormal_tumor_latency | 0.33851302 |
| 54 | MP0004084_abnormal_cardiac_muscle | 0.33503698 |
| 55 | MP0005666_abnormal_adipose_tissue | 0.33472503 |
| 56 | MP0009115_abnormal_fat_cell | 0.31542706 |
| 57 | MP0003631_nervous_system_phenotype | 0.31126839 |
| 58 | MP0008875_abnormal_xenobiotic_pharmacok | 0.30220428 |
| 59 | MP0005391_vision/eye_phenotype | 0.29372067 |
| 60 | MP0004811_abnormal_neuron_physiology | 0.28595125 |
| 61 | MP0000569_abnormal_digit_pigmentation | 0.27363334 |
| 62 | MP0004145_abnormal_muscle_electrophysio | 0.27123306 |
| 63 | MP0009697_abnormal_copulation | 0.26737761 |
| 64 | MP0006035_abnormal_mitochondrial_morpho | 0.26405419 |
| 65 | MP0005397_hematopoietic_system_phenotyp | 0.24511431 |
| 66 | MP0001545_abnormal_hematopoietic_system | 0.24511431 |
| 67 | MP0001968_abnormal_touch/_nociception | 0.24332643 |
| 68 | MP0005319_abnormal_enzyme/_coenzyme | 0.22843169 |
| 69 | MP0002152_abnormal_brain_morphology | 0.22830683 |
| 70 | MP0003861_abnormal_nervous_system | 0.22240472 |
| 71 | MP0002837_dystrophic_cardiac_calcinosis | 0.21141885 |
| 72 | MP0003786_premature_aging | 0.19922277 |
| 73 | MP0000313_abnormal_cell_death | 0.19534916 |
| 74 | MP0000604_amyloidosis | 0.19526584 |
| 75 | MP0002169_no_abnormal_phenotype | 0.19260320 |
| 76 | MP0002873_normal_phenotype | 0.19037658 |
| 77 | MP0005365_abnormal_bile_salt | 0.18553455 |
| 78 | MP0002229_neurodegeneration | 0.18085068 |
| 79 | MP0005195_abnormal_posterior_eye | 0.17886746 |
| 80 | MP0008007_abnormal_cellular_replicative | 0.17124448 |
| 81 | MP0001730_embryonic_growth_arrest | 0.16828092 |
| 82 | MP0002693_abnormal_pancreas_physiology | 0.16562966 |
| 83 | MP0005388_respiratory_system_phenotype | 0.16196645 |
| 84 | MP0002133_abnormal_respiratory_system | 0.16196645 |
| 85 | MP0008569_lethality_at_weaning | 0.15933255 |
| 86 | MP0006072_abnormal_retinal_apoptosis | 0.15544532 |
| 87 | MP0002572_abnormal_emotion/affect_behav | 0.14587317 |
| 88 | MP0002084_abnormal_developmental_patter | 0.14117518 |
| 89 | MP0009250_abnormal_appendicular_skeleto | 0.13954655 |
| 90 | MP0003111_abnormal_nucleus_morphology | 0.13936837 |
| 91 | MP0002405_respiratory_system_inflammati | 0.13835000 |
| 92 | MP0003948_abnormal_gas_homeostasis | 0.13786559 |
| 93 | MP0000534_abnormal_ureter_morphology | 0.13166203 |
| 94 | MP0004043_abnormal_pH_regulation | 0.12519316 |
| 95 | MP0004134_abnormal_chest_morphology | 0.12319557 |
| 96 | MP0000001_mammalian_phenotype | 0.11915913 |
| 97 | MP0002118_abnormal_lipid_homeostasis | 0.11608846 |
| 98 | MP0004270_analgesia | 0.11416141 |
| 99 | MP0004742_abnormal_vestibular_system | 0.11142039 |
| 100 | MP0009278_abnormal_bone_marrow | 0.10903268 |

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | Abnormal respiratory motile cilium physiology (HP:0012261) | 9.59817988 |
| 2 | Abnormal respiratory motile cilium morphology (HP:0005938) | 9.10785746 |
| 3 | Abnormal respiratory epithelium morphology (HP:0012253) | 9.10785746 |
| 4 | Abnormal ciliary motility (HP:0012262) | 8.02811492 |
| 5 | Rhinitis (HP:0012384) | 7.66014799 |
| 6 | Chronic bronchitis (HP:0004469) | 7.52386075 |
| 7 | Nasal polyposis (HP:0100582) | 6.36966555 |
| 8 | Infertility (HP:0000789) | 6.12234735 |
| 9 | Abnormality of the nasal mucosa (HP:0000433) | 5.24001963 |
| 10 | Bronchitis (HP:0012387) | 4.60729396 |
| 11 | Bronchiectasis (HP:0002110) | 4.48149334 |
| 12 | Male infertility (HP:0003251) | 4.17939689 |
| 13 | Nephronophthisis (HP:0000090) | 4.11688907 |
| 14 | Recurrent sinusitis (HP:0011108) | 3.74412962 |
| 15 | Abnormal spermatogenesis (HP:0008669) | 3.40661969 |
| 16 | Recurrent otitis media (HP:0000403) | 3.29899693 |
| 17 | Abnormality of the renal medulla (HP:0100957) | 3.11021117 |
| 18 | Medial flaring of the eyebrow (HP:0010747) | 3.07229340 |
| 19 | Molar tooth sign on MRI (HP:0002419) | 2.86624029 |
| 20 | Abnormality of midbrain morphology (HP:0002418) | 2.86624029 |
| 21 | Tubulointerstitial nephritis (HP:0001970) | 2.84653375 |
| 22 | Recurrent bronchitis (HP:0002837) | 2.66291611 |
| 23 | Tubular atrophy (HP:0000092) | 2.58271837 |
| 24 | Azoospermia (HP:0000027) | 2.40117997 |
| 25 | Tubulointerstitial abnormality (HP:0001969) | 2.36009349 |
| 26 | Tongue fasciculations (HP:0001308) | 2.19368513 |
| 27 | Respiratory insufficiency due to defective ciliary clearance (HP:0200073) | 13.7551573 |
| 28 | Absent/shortened dynein arms (HP:0200106) | 13.1766133 |
| 29 | Dynein arm defect of respiratory motile cilia (HP:0012255) | 13.1766133 |
| 30 | Muscle fibrillation (HP:0010546) | 1.98364088 |
| 31 | Gait imbalance (HP:0002141) | 1.95105353 |
| 32 | Congenital primary aphakia (HP:0007707) | 1.94424310 |
| 33 | Postaxial foot polydactyly (HP:0001830) | 1.93925634 |
| 34 | Impulsivity (HP:0100710) | 1.89296114 |
| 35 | Chronic sinusitis (HP:0011109) | 1.85668504 |
| 36 | Pancreatic fibrosis (HP:0100732) | 1.85097233 |
| 37 | Congenital hepatic fibrosis (HP:0002612) | 1.84756210 |
| 38 | Tubulointerstitial fibrosis (HP:0005576) | 1.84527274 |
| 39 | Decreased central vision (HP:0007663) | 1.79040460 |
| 40 | Asymmetric septal hypertrophy (HP:0001670) | 1.76729642 |
| 41 | Gonadotropin excess (HP:0000837) | 1.76166991 |
| 42 | Stage 5 chronic kidney disease (HP:0003774) | 1.76142058 |
| 43 | Optic nerve hypoplasia (HP:0000609) | 1.75412035 |
| 44 | Abnormality of saccadic eye movements (HP:0000570) | 1.74369974 |
| 45 | Dyschromatopsia (HP:0007641) | 1.73260423 |
| 46 | Abnormal drinking behavior (HP:0030082) | 1.72414040 |
| 47 | Polydipsia (HP:0001959) | 1.72414040 |
| 48 | Microglossia (HP:0000171) | 1.71356033 |
| 49 | Cholecystitis (HP:0001082) | 1.71104832 |
| 50 | Abnormal gallbladder physiology (HP:0012438) | 1.71104832 |
| 51 | Abnormality of the renal cortex (HP:0011035) | 1.71031450 |
| 52 | Abnormality of renal excretion (HP:0011036) | 1.68956554 |
| 53 | Abnormality of the dental root (HP:0006486) | 1.66055966 |
| 54 | Taurodontia (HP:0000679) | 1.66055966 |
| 55 | Abnormality of permanent molar morphology (HP:0011071) | 1.66055966 |
| 56 | Nephrogenic diabetes insipidus (HP:0009806) | 1.65561162 |
| 57 | Aplasia/Hypoplasia affecting the fundus (HP:0008057) | 1.63271909 |
| 58 | Postaxial hand polydactyly (HP:0001162) | 1.60557087 |
| 59 | Aplasia/Hypoplasia of the tongue (HP:0010295) | 1.59612463 |
| 60 | Aplasia/Hypoplasia of the lens (HP:0008063) | 1.56848642 |
| 61 | Abnormal biliary tract physiology (HP:0012439) | 1.56426129 |
| 62 | Bile duct proliferation (HP:0001408) | 1.56426129 |
| 63 | Fibular hypoplasia (HP:0003038) | 1.56384849 |
| 64 | Abnormality of molar morphology (HP:0011070) | 1.55914551 |
| 65 | Abnormality of molar (HP:0011077) | 1.55914551 |
| 66 | Oculomotor apraxia (HP:0000657) | 1.54532075 |
| 67 | Short ribs (HP:0000773) | 1.53736100 |
| 68 | Genital tract atresia (HP:0001827) | 1.53543984 |
| 69 | Abnormality of the dental pulp (HP:0006479) | 1.51926377 |
| 70 | Facial cleft (HP:0002006) | 1.51318530 |
| 71 | Cystic liver disease (HP:0006706) | 1.50051553 |
| 72 | Aplasia/Hypoplasia of the optic nerve (HP:0008058) | 1.47630640 |
| 73 | Vaginal atresia (HP:0000148) | 1.47473860 |
| 74 | Absent frontal sinuses (HP:0002688) | 1.46647508 |
| 75 | Abnormality of ocular smooth pursuit (HP:0000617) | 1.46611544 |
| 76 | Impaired smooth pursuit (HP:0007772) | 1.44956977 |
| 77 | Heterotopia (HP:0002282) | 1.44423074 |
| 78 | Renal dysplasia (HP:0000110) | 1.44150022 |
| 79 | Poor coordination (HP:0002370) | 1.43721586 |
| 80 | Chronic hepatic failure (HP:0100626) | 1.43130660 |
| 81 | True hermaphroditism (HP:0010459) | 1.40658976 |
| 82 | Bundle branch block (HP:0011710) | 1.40593389 |
| 83 | Spastic tetraparesis (HP:0001285) | 1.38162370 |
| 84 | Vascular calcification (HP:0004934) | 1.37850379 |
| 85 | Abnormality of the lower motor neuron (HP:0002366) | 1.37307559 |
| 86 | Constricted visual fields (HP:0001133) | 1.34825943 |
| 87 | Hypoplasia of the capital femoral epiphysis (HP:0003090) | 1.33733256 |
| 88 | J-shaped sella turcica (HP:0002680) | 1.33696208 |
| 89 | Median cleft lip (HP:0000161) | 1.33638726 |
| 90 | Bell-shaped thorax (HP:0001591) | 1.28700239 |
| 91 | Choroideremia (HP:0001139) | 1.28089881 |
| 92 | Abnormality of dentin (HP:0010299) | 1.25653559 |
| 93 | Abnormal urine output (HP:0012590) | 1.24638789 |
| 94 | Cardiovascular calcification (HP:0011915) | 1.24036242 |
| 95 | Pancreatic cysts (HP:0001737) | 1.23273867 |
| 96 | Double outlet right ventricle (HP:0001719) | 1.22781435 |
| 97 | Congenital malformation of the right heart (HP:0011723) | 1.22781435 |
| 98 | Deformed sella turcica (HP:0002681) | 1.18605176 |
| 99 | Supernumerary spleens (HP:0009799) | 1.18400961 |
| 100 | Cerebellar dysplasia (HP:0007033) | 1.18248532 |

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | PDK4 | 9.62707960 |
| 2 | PDK3 | 9.62707960 |
| 3 | PDK2 | 6.27275204 |
| 4 | TESK1 | 4.33812689 |
| 5 | PRKD3 | 3.25671079 |
| 6 | ICK | 2.91364189 |
| 7 | PTK2B | 2.12534312 |
| 8 | WNK4 | 1.95283108 |
| 9 | STK39 | 1.93693977 |
| 10 | PNCK | 1.41038807 |
| 11 | STK38 | 1.39628062 |
| 12 | NEK2 | 1.18666834 |
| 13 | PDK1 | 1.17090102 |
| 14 | LMTK2 | 1.07367450 |
| 15 | DYRK1B | 0.97997085 |
| 16 | IRAK1 | 0.89478181 |
| 17 | TYRO3 | 0.70615072 |
| 18 | DYRK3 | 0.66724440 |
| 19 | WNK1 | 0.63661773 |
| 20 | MAP2K6 | 0.59300301 |
| 21 | STK38L | 0.58963056 |
| 22 | CCNB1 | 0.58831225 |
| 23 | CHEK2 | 0.57649290 |
| 24 | PDPK1 | 0.57612961 |
| 25 | PASK | 0.57514794 |
| 26 | PLK4 | 0.52137008 |
| 27 | BRSK2 | 0.50234173 |
| 28 | STK3 | 0.49975496 |
| 29 | WEE1 | 0.48514938 |
| 30 | RIPK4 | 0.48377322 |
| 31 | MAPK15 | 0.47756080 |
| 32 | TTK | 0.46709295 |
| 33 | IRAK2 | 0.46379093 |
| 34 | CHEK1 | 0.37269803 |
| 35 | EEF2K | 0.36511589 |
| 36 | MAP2K7 | 0.34664991 |
| 37 | PINK1 | 0.30628464 |
| 38 | MUSK | 0.30349420 |
| 39 | TESK2 | 0.28458351 |
| 40 | PAK1 | 0.27640282 |
| 41 | PRKCG | 0.27371300 |
| 42 | CAMK1G | 0.27286046 |
| 43 | ATM | 0.24210044 |
| 44 | NEK6 | 0.23485202 |
| 45 | NTRK2 | 0.22605101 |
| 46 | ATR | 0.21854653 |
| 47 | ZAP70 | 0.18554001 |
| 48 | PRKG2 | 0.18347614 |
| 49 | BRSK1 | 0.18321977 |
| 50 | MAP3K4 | 0.17655710 |
| 51 | MARK3 | 0.17093726 |
| 52 | MAPKAPK5 | 0.16610658 |
| 53 | CDC7 | 0.15900643 |
| 54 | PKN1 | 0.15485926 |
| 55 | PAK2 | 0.14740674 |
| 56 | RPS6KB1 | 0.14519778 |
| 57 | PLK1 | 0.14173288 |
| 58 | PRKCZ | 0.13425633 |
| 59 | MAP3K10 | 0.13397013 |
| 60 | CAMKK1 | 0.13385829 |
| 61 | PRKAA1 | 0.12958543 |
| 62 | PRKCQ | 0.12670073 |
| 63 | MTOR | 0.12369048 |
| 64 | CDK12 | 0.10905432 |
| 65 | MARK2 | 0.10736349 |
| 66 | CDK15 | 0.09648043 |
| 67 | RIPK1 | 0.09393271 |
| 68 | YES1 | 0.09341852 |
| 69 | PRKG1 | 0.08628516 |
| 70 | PDGFRB | 0.08309613 |
| 71 | CSNK2A2 | 0.07450205 |
| 72 | CDK18 | 0.07351812 |
| 73 | CSNK2A1 | 0.07104976 |
| 74 | PRKACG | 0.06707789 |
| 75 | CDK11A | 0.06011370 |
| 76 | CAMK2A | 0.05495861 |
| 77 | STK10 | 0.05318015 |
| 78 | GSK3B | 0.04935942 |
| 79 | CDK14 | 0.04150861 |
| 80 | MAP3K5 | 0.04007117 |
| 81 | WNK3 | 0.03070635 |
| 82 | MAPK8 | 0.02896425 |
| 83 | CDK2 | 0.02752421 |
| 84 | GSK3A | 0.02681423 |
| 85 | CDK1 | 0.02546545 |
| 86 | STK11 | 0.02286453 |
| 87 | RPS6KA1 | 0.02241507 |
| 88 | PRKCD | 0.01911738 |
| 89 | CSNK1D | 0.01769677 |
| 90 | CSF1R | 0.01491135 |
| 91 | PRKCB | 0.01325114 |
| 92 | EGFR | 0.01272641 |
| 93 | PRKCA | 0.00884671 |
| 94 | OXSR1 | 0.00620457 |
| 95 | MAPK10 | 0.00303314 |
| 96 | BRAF | 0.00021213 |
| 97 | PRKACA | -0.0090488 |
| 98 | PRKDC | -0.0053214 |
| 99 | PRKACB | -0.0048176 |
| 100 | MINK1 | -0.0045329 |

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | Glycolysis / Gluconeogenesis_Homo sapiens_hsa00010 | 4.40301169 |
| 2 | Vitamin B6 metabolism_Homo sapiens_hsa00750 | 4.08677872 |
| 3 | Pyruvate metabolism_Homo sapiens_hsa00620 | 3.79572608 |
| 4 | Fatty acid biosynthesis_Homo sapiens_hsa00061 | 3.56995474 |
| 5 | Mucin type O-Glycan biosynthesis_Homo sapiens_hsa00512 | 3.16468292 |
| 6 | Propanoate metabolism_Homo sapiens_hsa00640 | 2.99156881 |
| 7 | Glycosaminoglycan degradation_Homo sapiens_hsa00531 | 2.62268689 |
| 8 | Glucagon signaling pathway_Homo sapiens_hsa04922 | 2.61713298 |
| 9 | Pentose phosphate pathway_Homo sapiens_hsa00030 | 2.57374770 |
| 10 | alpha-Linolenic acid metabolism_Homo sapiens_hsa00592 | 2.56717207 |
| 11 | Basal transcription factors_Homo sapiens_hsa03022 | 2.53496742 |
| 12 | Linoleic acid metabolism_Homo sapiens_hsa00591 | 2.53221337 |
| 13 | Proximal tubule bicarbonate reclamation_Homo sapiens_hsa04964 | 2.47678984 |
| 14 | Carbohydrate digestion and absorption_Homo sapiens_hsa04973 | 1.95037840 |
| 15 | Oocyte meiosis_Homo sapiens_hsa04114 | 1.93484477 |
| 16 | Glycerolipid metabolism_Homo sapiens_hsa00561 | 1.90060026 |
| 17 | Selenocompound metabolism_Homo sapiens_hsa00450 | 1.85947630 |
| 18 | Protein processing in endoplasmic reticulum_Homo sapiens_hsa04141 | 1.72639201 |
| 19 | Butirosin and neomycin biosynthesis_Homo sapiens_hsa00524 | 1.65628074 |
| 20 | PPAR signaling pathway_Homo sapiens_hsa03320 | 1.65022843 |
| 21 | Carbon metabolism_Homo sapiens_hsa01200 | 1.63176489 |
| 22 | Mineral absorption_Homo sapiens_hsa04978 | 1.49598862 |
| 23 | Glycerophospholipid metabolism_Homo sapiens_hsa00564 | 1.47971780 |
| 24 | Fanconi anemia pathway_Homo sapiens_hsa03460 | 1.46909290 |
| 25 | Amphetamine addiction_Homo sapiens_hsa05031 | 1.40732120 |
| 26 | Cardiac muscle contraction_Homo sapiens_hsa04260 | 1.37439531 |
| 27 | Nicotinate and nicotinamide metabolism_Homo sapiens_hsa00760 | 1.33353823 |
| 28 | Huntingtons disease_Homo sapiens_hsa05016 | 1.32571454 |
| 29 | Endocrine and other factor-regulated calcium reabsorption_Homo sapiens_hsa04961 | 1.32432352 |
| 30 | Longevity regulating pathway - multiple species_Homo sapiens_hsa04213 | 1.24127519 |
| 31 | Fat digestion and absorption_Homo sapiens_hsa04975 | 1.23090502 |
| 32 | Renin-angiotensin system_Homo sapiens_hsa04614 | 1.22645394 |
| 33 | Fructose and mannose metabolism_Homo sapiens_hsa00051 | 1.22485681 |
| 34 | Ether lipid metabolism_Homo sapiens_hsa00565 | 1.20326488 |
| 35 | Biosynthesis of amino acids_Homo sapiens_hsa01230 | 1.18526923 |
| 36 | Dorso-ventral axis formation_Homo sapiens_hsa04320 | 1.17267088 |
| 37 | Renin secretion_Homo sapiens_hsa04924 | 1.13397604 |
| 38 | Cysteine and methionine metabolism_Homo sapiens_hsa00270 | 1.10168952 |
| 39 | Aldosterone-regulated sodium reabsorption_Homo sapiens_hsa04960 | 1.07810529 |
| 40 | Drug metabolism - cytochrome P450_Homo sapiens_hsa00982 | 1.03938773 |
| 41 | Purine metabolism_Homo sapiens_hsa00230 | 1.03092394 |
| 42 | Fatty acid degradation_Homo sapiens_hsa00071 | 1.02595344 |
| 43 | Glutathione metabolism_Homo sapiens_hsa00480 | 0.99798338 |
| 44 | Fatty acid metabolism_Homo sapiens_hsa01212 | 0.98727040 |
| 45 | Metabolism of xenobiotics by cytochrome P450_Homo sapiens_hsa00980 | 0.94390169 |
| 46 | Collecting duct acid secretion_Homo sapiens_hsa04966 | 0.94030265 |
| 47 | Antigen processing and presentation_Homo sapiens_hsa04612 | 0.89940365 |
| 48 | Citrate cycle (TCA cycle)_Homo sapiens_hsa00020 | 0.89226176 |
| 49 | mRNA surveillance pathway_Homo sapiens_hsa03015 | 0.88332719 |
| 50 | Chemical carcinogenesis_Homo sapiens_hsa05204 | 0.80291481 |
| 51 | Insulin secretion_Homo sapiens_hsa04911 | 0.79638705 |
| 52 | Systemic lupus erythematosus_Homo sapiens_hsa05322 | 0.78977465 |
| 53 | Bile secretion_Homo sapiens_hsa04976 | 0.78398667 |
| 54 | Inositol phosphate metabolism_Homo sapiens_hsa00562 | 0.74985772 |
| 55 | RNA transport_Homo sapiens_hsa03013 | 0.74308193 |
| 56 | Thyroid hormone synthesis_Homo sapiens_hsa04918 | 0.72114960 |
| 57 | Ubiquitin mediated proteolysis_Homo sapiens_hsa04120 | 0.69389739 |
| 58 | Long-term potentiation_Homo sapiens_hsa04720 | 0.67320437 |
| 59 | Sulfur metabolism_Homo sapiens_hsa00920 | 0.66584219 |
| 60 | Phosphatidylinositol signaling system_Homo sapiens_hsa04070 | 0.66291982 |
| 61 | Calcium signaling pathway_Homo sapiens_hsa04020 | 0.64529999 |
| 62 | Estrogen signaling pathway_Homo sapiens_hsa04915 | 0.61869454 |
| 63 | Synaptic vesicle cycle_Homo sapiens_hsa04721 | 0.57745761 |
| 64 | Central carbon metabolism in cancer_Homo sapiens_hsa05230 | 0.57170784 |
| 65 | Vasopressin-regulated water reabsorption_Homo sapiens_hsa04962 | 0.57151551 |
| 66 | cGMP-PKG signaling pathway_Homo sapiens_hsa04022 | 0.56568069 |
| 67 | Adipocytokine signaling pathway_Homo sapiens_hsa04920 | 0.54468668 |
| 68 | Pancreatic secretion_Homo sapiens_hsa04972 | 0.53720995 |
| 69 | Arachidonic acid metabolism_Homo sapiens_hsa00590 | 0.52845572 |
| 70 | Taste transduction_Homo sapiens_hsa04742 | 0.52466918 |
| 71 | Protein digestion and absorption_Homo sapiens_hsa04974 | 0.50458740 |
| 72 | Salivary secretion_Homo sapiens_hsa04970 | 0.48986485 |
| 73 | Thyroid hormone signaling pathway_Homo sapiens_hsa04919 | 0.47206335 |
| 74 | ABC transporters_Homo sapiens_hsa02010 | 0.47199994 |
| 75 | Metabolic pathways_Homo sapiens_hsa01100 | 0.45053109 |
| 76 | Gastric acid secretion_Homo sapiens_hsa04971 | 0.44689625 |
| 77 | Hedgehog signaling pathway_Homo sapiens_hsa04340 | 0.43781772 |
| 78 | Endocytosis_Homo sapiens_hsa04144 | 0.41278713 |
| 79 | Legionellosis_Homo sapiens_hsa05134 | 0.40500135 |
| 80 | Adrenergic signaling in cardiomyocytes_Homo sapiens_hsa04261 | 0.39528750 |
| 81 | AMPK signaling pathway_Homo sapiens_hsa04152 | 0.38637725 |
| 82 | Circadian entrainment_Homo sapiens_hsa04713 | 0.37058982 |
| 83 | Amyotrophic lateral sclerosis (ALS)_Homo sapiens_hsa05014 | 0.35460387 |
| 84 | cAMP signaling pathway_Homo sapiens_hsa04024 | 0.31207070 |
| 85 | Vascular smooth muscle contraction_Homo sapiens_hsa04270 | 0.26831549 |
| 86 | Alcoholism_Homo sapiens_hsa05034 | 0.25635169 |
| 87 | N-Glycan biosynthesis_Homo sapiens_hsa00510 | 0.22838509 |
| 88 | Pentose and glucuronate interconversions_Homo sapiens_hsa00040 | 0.18354751 |
| 89 | Cocaine addiction_Homo sapiens_hsa05030 | 0.17602752 |
| 90 | VEGF signaling pathway_Homo sapiens_hsa04370 | 0.16600352 |
| 91 | Lysine degradation_Homo sapiens_hsa00310 | 0.14577941 |
| 92 | Progesterone-mediated oocyte maturation_Homo sapiens_hsa04914 | 0.14010244 |
| 93 | Salmonella infection_Homo sapiens_hsa05132 | 0.13933870 |
| 94 | Biosynthesis of unsaturated fatty acids_Homo sapiens_hsa01040 | 0.10416983 |
| 95 | Olfactory transduction_Homo sapiens_hsa04740 | 0.10181272 |
| 96 | Viral carcinogenesis_Homo sapiens_hsa05203 | 0.09267337 |
| 97 | Pyrimidine metabolism_Homo sapiens_hsa00240 | 0.08197211 |
| 98 | Retinol metabolism_Homo sapiens_hsa00830 | 0.08024833 |
| 99 | Dopaminergic synapse_Homo sapiens_hsa04728 | 0.07491263 |
| 100 | Glutamatergic synapse_Homo sapiens_hsa04724 | 0.07171361 |

