

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | chromosome condensation (GO:0030261) | 9.84058869 |
| 2 | DNA packaging (GO:0006323) | 9.38579748 |
| 3 | sperm capacitation (GO:0048240) | 8.89130346 |
| 4 | microtubule depolymerization (GO:0007019) | 8.70504066 |
| 5 | plasma membrane fusion (GO:0045026) | 8.44457450 |
| 6 | spermatid development (GO:0007286) | 8.20576472 |
| 7 | single strand break repair (GO:0000012) | 8.19224007 |
| 8 | spermatid nucleus differentiation (GO:0007289) | 8.07963896 |
| 9 | response to pheromone (GO:0019236) | 7.94301253 |
| 10 | protein targeting to Golgi (GO:0000042) | 7.68001804 |
| 11 | sperm-egg recognition (GO:0035036) | 7.56777963 |
| 12 | rRNA methylation (GO:0031167) | 7.55302227 |
| 13 | protein polyglutamylation (GO:0018095) | 7.40573294 |
| 14 | microtubule polymerization or depolymerization (GO:0031109) | 7.36514177 |
| 15 | establishment of protein localization to Golgi (GO:0072600) | 7.35663259 |
| 16 | retrograde transport, vesicle recycling within Golgi (GO:0000301) | 7.16237798 |
| 17 | binding of sperm to zona pellucida (GO:0007339) | 7.12724479 |
| 18 | multicellular organism reproduction (GO:0032504) | 6.97186641 |
| 19 | sexual reproduction (GO:0019953) | 6.84254072 |
| 20 | reproduction (GO:0000003) | 6.69285101 |
| 21 | negative regulation of inclusion body assembly (GO:0090084) | 6.66100298 |
| 22 | calcium ion-dependent exocytosis (GO:0017156) | 6.55543129 |
| 23 | rRNA modification (GO:0000154) | 6.36739038 |
| 24 | phosphatidylethanolamine biosynthetic process (GO:0006646) | 6.33313765 |
| 25 | * spermatogenesis (GO:0007283) | 6.33278405 |
| 26 | * male gamete generation (GO:0048232) | 6.31180828 |
| 27 | cell-cell recognition (GO:0009988) | 6.21605903 |
| 28 | axonemal dynein complex assembly (GO:0070286) | 6.19770624 |
| 29 | centriole replication (GO:0007099) | 5.97903376 |
| 30 | phosphatidylethanolamine metabolic process (GO:0046337) | 5.84911240 |
| 31 | microtubule severing (GO:0051013) | 5.80799673 |
| 32 | * gamete generation (GO:0007276) | 5.79420146 |
| 33 | protein localization to Golgi apparatus (GO:0034067) | 5.53134903 |
| 34 | cellular ketone body metabolic process (GO:0046950) | 5.37181332 |
| 35 | centriole assembly (GO:0098534) | 5.36433385 |
| 36 | single fertilization (GO:0007338) | 5.23810375 |
| 37 | motile cilium assembly (GO:0044458) | 5.18363844 |
| 38 | regulation of centriole replication (GO:0046599) | 5.10197566 |
| 39 | regulation of cilium movement (GO:0003352) | 5.09257121 |
| 40 | seminiferous tubule development (GO:0072520) | 4.97059389 |
| 41 | RNA destabilization (GO:0050779) | 4.93180676 |
| 42 | regulation of inclusion body assembly (GO:0090083) | 4.79855758 |
| 43 | regulation of Rab GTPase activity (GO:0032313) | 4.79458270 |
| 44 | positive regulation of Rab GTPase activity (GO:0032851) | 4.79458270 |
| 45 | cilium or flagellum-dependent cell motility (GO:0001539) | 4.76358414 |
| 46 | ketone body metabolic process (GO:1902224) | 4.73569168 |
| 47 | germ cell development (GO:0007281) | 4.69857932 |
| 48 | antigen processing and presentation of exogenous peptide antigen via MHC class I, TAP-independent (G | 4.66982038 |
| 49 | glomerular visceral epithelial cell development (GO:0072015) | 4.65038574 |
| 50 | * multicellular organismal reproductive process (GO:0048609) | 4.63595084 |
| 51 | chromatin silencing (GO:0006342) | 4.51241651 |
| 52 | fertilization (GO:0009566) | 4.47191349 |
| 53 | cellular process involved in reproduction in multicellular organism (GO:0022412) | 4.44239625 |
| 54 | cell wall macromolecule catabolic process (GO:0016998) | 4.42171106 |
| 55 | nucleus organization (GO:0006997) | 4.41918289 |
| 56 | glomerular epithelial cell development (GO:0072310) | 4.38305464 |
| 57 | epithelial cilium movement (GO:0003351) | 4.31616491 |
| 58 | cell wall macromolecule metabolic process (GO:0044036) | 4.10548437 |
| 59 | glycerol ether metabolic process (GO:0006662) | 4.01562773 |
| 60 | regulation of transcription involved in cell fate commitment (GO:0060850) | 3.97368286 |
| 61 | multicellular organismal movement (GO:0050879) | 3.81376614 |
| 62 | musculoskeletal movement (GO:0050881) | 3.81376614 |
| 63 | microtubule nucleation (GO:0007020) | 3.80126120 |
| 64 | coenzyme catabolic process (GO:0009109) | 3.78564510 |
| 65 | cilium movement (GO:0003341) | 3.76513799 |
| 66 | ether metabolic process (GO:0018904) | 3.70150451 |
| 67 | negative regulation of Rho protein signal transduction (GO:0035024) | 3.57213359 |
| 68 | nuclear pore complex assembly (GO:0051292) | 3.46775312 |
| 69 | nucleosome disassembly (GO:0006337) | 3.44226637 |
| 70 | protein-DNA complex disassembly (GO:0032986) | 3.44226637 |
| 71 | membrane protein intracellular domain proteolysis (GO:0031293) | 3.41406406 |
| 72 | organic cation transport (GO:0015695) | 3.37989255 |
| 73 | regulation of microtubule-based movement (GO:0060632) | 3.36710834 |
| 74 | polyamine biosynthetic process (GO:0006596) | 3.30992115 |
| 75 | protein depolymerization (GO:0051261) | 3.28753026 |
| 76 | histone H3-K9 demethylation (GO:0033169) | 3.20614370 |
| 77 | response to acidic pH (GO:0010447) | 3.14545747 |
| 78 | cartilage development involved in endochondral bone morphogenesis (GO:0060351) | 3.14535927 |
| 79 | cellular response to pH (GO:0071467) | 3.09396282 |
| 80 | DNA conformation change (GO:0071103) | 3.08275619 |
| 81 | regulation of interleukin-13 production (GO:0032656) | 3.06725086 |
| 82 | multicellular organismal development (GO:0007275) | 3.06084385 |
| 83 | negative regulation of gene expression, epigenetic (GO:0045814) | 3.05535766 |
| 84 | cell recognition (GO:0008037) | 3.02530753 |
| 85 | homeostasis of number of cells within a tissue (GO:0048873) | 3.02378165 |
| 86 | cerebral cortex neuron differentiation (GO:0021895) | 2.98381957 |
| 87 | peptidyl-threonine dephosphorylation (GO:0035970) | 2.90947961 |
| 88 | regulation of T-helper 2 cell differentiation (GO:0045628) | 2.90018698 |
| 89 | receptor recycling (GO:0001881) | 2.87311921 |
| 90 | intra-Golgi vesicle-mediated transport (GO:0006891) | 2.86507590 |
| 91 | ventricular system development (GO:0021591) | 2.79796630 |
| 92 | mesenchymal cell differentiation involved in kidney development (GO:0072161) | 2.75907035 |
| 93 | mesenchymal cell differentiation involved in renal system development (GO:2001012) | 2.75907035 |
| 94 | regulation of phosphoprotein phosphatase activity (GO:0043666) | 2.74607540 |
| 95 | mitotic G1 DNA damage checkpoint (GO:0031571) | 2.72262001 |
| 96 | regulation of ARF GTPase activity (GO:0032312) | 2.70468424 |
| 97 | piRNA metabolic process (GO:0034587) | 2.69487231 |
| 98 | sperm motility (GO:0030317) | 12.1048460 |
| 99 | acrosome reaction (GO:0007340) | 12.0099994 |
| 100 | fusion of sperm to egg plasma membrane (GO:0007342) | 11.1464078 |

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | SOX9_22984422_ChIP-ChIP_TESTIS_Rat | 5.18125048 |
| 2 | TCF21_23034159_ChIP-ChIP_E13_GONADS_Rat | 4.33597460 |
| 3 | MYCN_19997598_ChIP-ChIP_NEUROBLASTOMA_Human | 3.71374593 |
| 4 | TEAD4_26923725_Chip-Seq_HEMANGIOBLAST_Mouse | 2.60702419 |
| 5 | POU5F1_26923725_Chip-Seq_MESODERM_Mouse | 2.60702419 |
| 6 | IRF4_20064451_ChIP-Seq_CD4+T_Mouse | 2.25585068 |
| 7 | CBP_20019798_ChIP-Seq_JUKART_Human | 2.25585068 |
| 8 | FOXP1_22492998_ChIP-Seq_STRATIUM_Mouse | 2.22675801 |
| 9 | FUS_26573619_Chip-Seq_HEK293_Human | 2.16388774 |
| 10 | CTBP2_25329375_ChIP-Seq_LNCAP_Human | 2.16195552 |
| 11 | CTBP1_25329375_ChIP-Seq_LNCAP_Human | 2.10431113 |
| 12 | VDR_20736230_ChIP-Seq_LYMPHOBLASTOID_Human | 2.04239621 |
| 13 | ELF1_20517297_ChIP-Seq_JURKAT_Human | 1.98424040 |
| 14 | RAC3_21632823_ChIP-Seq_H3396_Human | 1.95579672 |
| 15 | ERA_21632823_ChIP-Seq_H3396_Human | 1.92391143 |
| 16 | EZH2_22144423_ChIP-Seq_EOC_Human | 1.87542201 |
| 17 | TAL1_26923725_Chip-Seq_MACROPHAGESS_Mouse | 1.83391049 |
| 18 | DROSHA_22980978_ChIP-Seq_HELA_Human | 1.83085880 |
| 19 | EBNA1_20929547_Chip-Seq_RAJI-cells_Human | 1.81215313 |
| 20 | NANOG_20526341_ChIP-Seq_ESCs_Human | 1.73817488 |
| 21 | UBF1/2_26484160_Chip-Seq_FIBROBLAST_Human | 1.72368275 |
| 22 | WDR5_24793694_ChIP-Seq_LNCAP_Human | 1.71354235 |
| 23 | CTCF_27219007_Chip-Seq_Bcells_Human | 1.68950445 |
| 24 | MYCN_21190229_ChIP-Seq_SHEP-21N_Human | 1.68177439 |
| 25 | EBNA2_21746931_ChIP-Seq_IB4-LCL_Human | 1.68091889 |
| 26 | RBPJ_21746931_ChIP-Seq_IB4-LCL_Human | 1.67510615 |
| 27 | EWS-ERG_20517297_ChIP-Seq_CADO-ES1_Human | 1.66097253 |
| 28 | MYC_19829295_ChIP-Seq_ESCs_Human | 1.65009011 |
| 29 | TAF2_19829295_ChIP-Seq_ESCs_Human | 1.61802679 |
| 30 | ER_23166858_ChIP-Seq_MCF-7_Human | 1.61064260 |
| 31 | YY1_22570637_ChIP-Seq_MALME-3M_Human | 1.58706775 |
| 32 | ARNT_22903824_ChIP-Seq_MCF-7_Human | 1.58052681 |
| 33 | SMAD4_21741376_ChIP-Seq_EPCs_Human | 1.56445871 |
| 34 | BCL6_27268052_Chip-Seq_Bcells_Human | 1.54109035 |
| 35 | CBX2_22325352_ChIP-Seq_293T-Rex_Human | 1.52631717 |
| 36 | TDRD3_21172665_ChIP-Seq_MCF-7_Human | 1.51359736 |
| 37 | SMC4_20622854_ChIP-Seq_HELA_Human | 1.51030539 |
| 38 | AUTS2_25519132_ChIP-Seq_293T-REX_Human | 1.50235808 |
| 39 | PPARD_23208498_ChIP-Seq_MDA-MB-231_Human | 1.47965959 |
| 40 | E2F1_20622854_ChIP-Seq_HELA_Human | 1.47398311 |
| 41 | HNFA_21074721_ChIP-Seq_CACO-2_Human | 1.47248469 |
| 42 | RBPJ_21746931_ChIP-Seq_IB4_Human | 1.45853136 |
| 43 | SMAD2/3_21741376_ChIP-Seq_EPCs_Human | 1.44927682 |
| 44 | TP63_22573176_ChIP-Seq_HFKS_Human | 1.44463607 |
| 45 | CTCF_20526341_ChIP-Seq_ESCs_Human | 1.44388335 |
| 46 | BCOR_27268052_Chip-Seq_Bcells_Human | 1.44381454 |
| 47 | CDX2_21074721_ChIP-Seq_CACO-2_Mouse | 1.43120560 |
| 48 | OCT4_20526341_ChIP-Seq_ESCs_Human | 1.42540572 |
| 49 | TP53_18474530_ChIP-ChIP_U2OS_Human | 1.42237794 |
| 50 | P68_20966046_ChIP-Seq_HELA_Human | 1.41558764 |
| 51 | PHF8_20622854_ChIP-Seq_HELA_Human | 1.40477576 |
| 52 | ETV1_20927104_ChIP-Seq_GIST48_Human | 1.38343932 |
| 53 | AR_25329375_ChIP-Seq_VCAP_Human | 1.37322580 |
| 54 | SCL_21571218_ChIP-Seq_MEGAKARYOCYTES_Human | 1.34997179 |
| 55 | ETV2_25802403_ChIP-Seq_MESCs_Mouse | 1.34877085 |
| 56 | ERG_20517297_ChIP-Seq_VCAP_Human | 1.32087634 |
| 57 | SMAD3_21741376_ChIP-Seq_EPCs_Human | 1.31345647 |
| 58 | NFYB_21822215_ChIP-Seq_K562_Human | 1.29110870 |
| 59 | SMAD3_21741376_ChIP-Seq_ESCs_Human | 1.28551327 |
| 60 | P300_19829295_ChIP-Seq_ESCs_Human | 1.27627363 |
| 61 | TBL1_22424771_ChIP-Seq_293T_Human | 1.26677324 |
| 62 | CEBPB_22108803_ChIP-Seq_LS180_Human | 1.26202906 |
| 63 | LXR_22292898_ChIP-Seq_THP-1_Human | 1.26148781 |
| 64 | ERA_27197147_Chip-Seq_ENDOMETRIOID-ADENOCARCINOMA_Human | 1.24761269 |
| 65 | SMAD2/3_21741376_ChIP-Seq_ESCs_Human | 1.24718768 |
| 66 | PBX1_22567123_ChIP-ChIP_OVCAR3_Human | 1.24650822 |
| 67 | TP63_19390658_ChIP-ChIP_HaCaT_Human | 1.24445490 |
| 68 | P300_27268052_Chip-Seq_Bcells_Human | 1.24222829 |
| 69 | GATA3_21878914_ChIP-Seq_MCF-7_Human | 1.24120560 |
| 70 | SOX2_22085726_ChIP-Seq_NPCs_Mouse | 1.22585650 |
| 71 | PHF8_20622853_ChIP-Seq_HELA_Human | 1.21081555 |
| 72 | TOP2B_26459242_ChIP-Seq_MCF-7_Human | 1.18322109 |
| 73 | GATA6_21074721_ChIP-Seq_CACO-2_Human | 1.18062968 |
| 74 | RUNX_20019798_ChIP-Seq_JUKART_Human | 1.17734256 |
| 75 | P63_20808887_ChIP-Seq_KERATINOCYTES_Human | 1.17605273 |
| 76 | STAT6_21828071_ChIP-Seq_BEAS2B_Human | 1.16962143 |
| 77 | KLF1_20508144_ChIP-Seq_FETAL-LIVER-ERYTHROID_Mouse | 1.15926347 |
| 78 | ZFP322A_24550733_ChIP-Seq_MESCs_Mouse | 1.15920488 |
| 79 | PCGF4_22325352_ChIP-Seq_293T-Rex_Human | 1.13505141 |
| 80 | SUZ12_27294783_Chip-Seq_ESCs_Mouse | 1.13450411 |
| 81 | SMAD4_21741376_ChIP-Seq_HESCs_Human | 1.12001274 |
| 82 | KLF5_20875108_ChIP-Seq_MESCs_Mouse | 1.11381521 |
| 83 | P53_21459846_ChIP-Seq_SAOS-2_Human | 1.11329255 |
| 84 | GATA2_26923725_Chip-Seq_HEMANGIOBLAST_Mouse | 1.10502951 |
| 85 | SA1_27219007_Chip-Seq_Bcells_Human | 1.10229435 |
| 86 | GATA6_21074721_ChIP-Seq_CACO-2_Mouse | 1.08993765 |
| 87 | RUNX1_26923725_Chip-Seq_HPCs_Mouse | 1.08319570 |
| 88 | E2F1_17053090_ChIP-ChIP_MCF-7_Human | 1.06582643 |
| 89 | NFYA_21822215_ChIP-Seq_K562_Human | 1.05504405 |
| 90 | RUNX2_22187159_ChIP-Seq_PCA_Human | 1.04590573 |
| 91 | TAF15_26573619_Chip-Seq_HEK293_Human | 1.04302147 |
| 92 | SMRT_27268052_Chip-Seq_Bcells_Human | 1.03752368 |
| 93 | EWS-FLI1_20517297_ChIP-Seq_SK-N-MC_Human | 1.03070329 |
| 94 | ZNF274_21170338_ChIP-Seq_K562_Hela | 1.01931062 |
| 95 | SMAD4_21799915_ChIP-Seq_A2780_Human | 1.01896629 |
| 96 | STAT3_23295773_ChIP-Seq_U87_Human | 1.01252956 |
| 97 | SOX2_19829295_ChIP-Seq_ESCs_Human | 1.00907613 |
| 98 | NANOG_19829295_ChIP-Seq_ESCs_Human | 1.00907613 |
| 99 | HOXB7_26014856_ChIP-Seq_BT474_Human | 1.00116705 |
| 100 | OCT1_27270436_Chip-Seq_PROSTATE_Human | 0.98729925 |

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | MP0003878_abnormal_ear_physiology | 5.42529423 |
| 2 | MP0005377_hearing/vestibular/ear_phenot | 5.42529423 |
| 3 | MP0005670_abnormal_white_adipose | 4.58646928 |
| 4 | MP0003698_abnormal_male_reproductive | 4.51370224 |
| 5 | MP0001929_abnormal_gametogenesis | 3.96332518 |
| 6 | MP0001348_abnormal_lacrimal_gland | 3.73974983 |
| 7 | MP0002161_abnormal_fertility/fecundity | 2.50742538 |
| 8 | MP0003011_delayed_dark_adaptation | 2.37316310 |
| 9 | MP0000678_abnormal_parathyroid_gland | 2.27754069 |
| 10 | MP0003718_maternal_effect | 2.26662334 |
| 11 | MP0003646_muscle_fatigue | 2.15416285 |
| 12 | MP0005410_abnormal_fertilization | 12.3081863 |
| 13 | MP0002132_abnormal_respiratory_system | 1.89478315 |
| 14 | MP0005379_endocrine/exocrine_gland_phen | 1.79474652 |
| 15 | MP0002210_abnormal_sex_determination | 1.78833799 |
| 16 | MP0001485_abnormal_pinna_reflex | 1.69472556 |
| 17 | MP0005423_abnormal_somatic_nervous | 1.66959282 |
| 18 | MP0005310_abnormal_salivary_gland | 1.61147136 |
| 19 | MP0001486_abnormal_startle_reflex | 1.58549866 |
| 20 | MP0005451_abnormal_body_composition | 1.50776218 |
| 21 | MP0001145_abnormal_male_reproductive | 1.47691009 |
| 22 | MP0004742_abnormal_vestibular_system | 1.41273707 |
| 23 | MP0003879_abnormal_hair_cell | 1.39461204 |
| 24 | MP0000653_abnormal_sex_gland | 1.37022529 |
| 25 | MP0004510_myositis | 1.36195532 |
| 26 | MP0009053_abnormal_anal_canal | 1.34739534 |
| 27 | MP0002234_abnormal_pharynx_morphology | 1.34705564 |
| 28 | MP0002249_abnormal_larynx_morphology | 1.33214312 |
| 29 | MP0002282_abnormal_trachea_morphology | 1.32421267 |
| 30 | MP0004859_abnormal_synaptic_plasticity | 1.22407061 |
| 31 | MP0002138_abnormal_hepatobiliary_system | 1.18988786 |
| 32 | MP0001765_abnormal_ion_homeostasis | 1.16053312 |
| 33 | MP0001963_abnormal_hearing_physiology | 1.14606573 |
| 34 | MP0000534_abnormal_ureter_morphology | 1.05083146 |
| 35 | MP0001968_abnormal_touch/_nociception | 1.03586153 |
| 36 | MP0008877_abnormal_DNA_methylation | 0.99740293 |
| 37 | MP0002735_abnormal_chemical_nociception | 0.98764735 |
| 38 | MP0005395_other_phenotype | 0.98577606 |
| 39 | MP0005248_abnormal_Harderian_gland | 0.95502870 |
| 40 | MP0009115_abnormal_fat_cell | 0.94452679 |
| 41 | MP0002127_abnormal_cardiovascular_syste | 0.94296373 |
| 42 | MP0000026_abnormal_inner_ear | 0.93771232 |
| 43 | MP0005551_abnormal_eye_electrophysiolog | 0.90614613 |
| 44 | MP0002229_neurodegeneration | 0.88442569 |
| 45 | MP0005253_abnormal_eye_physiology | 0.84855684 |
| 46 | MP0005083_abnormal_biliary_tract | 0.78861458 |
| 47 | MP0000955_abnormal_spinal_cord | 0.78789809 |
| 48 | MP0005666_abnormal_adipose_tissue | 0.78314014 |
| 49 | MP0009697_abnormal_copulation | 0.77742977 |
| 50 | MP0001984_abnormal_olfaction | 0.77109420 |
| 51 | MP0008995_early_reproductive_senescence | 0.76223901 |
| 52 | MP0002067_abnormal_sensory_capabilities | 0.71569374 |
| 53 | MP0008569_lethality_at_weaning | 0.71156857 |
| 54 | MP0002733_abnormal_thermal_nociception | 0.69514685 |
| 55 | MP0004233_abnormal_muscle_weight | 0.66515036 |
| 56 | MP0000681_abnormal_thyroid_gland | 0.66396378 |
| 57 | MP0004085_abnormal_heartbeat | 0.66278684 |
| 58 | MP0005636_abnormal_mineral_homeostasis | 0.63918687 |
| 59 | MP0002557_abnormal_social/conspecific_i | 0.62271909 |
| 60 | MP0000049_abnormal_middle_ear | 0.60651969 |
| 61 | MP0005167_abnormal_blood-brain_barrier | 0.60157642 |
| 62 | MP0005375_adipose_tissue_phenotype | 0.60138622 |
| 63 | MP0003077_abnormal_cell_cycle | 0.59664903 |
| 64 | MP0005367_renal/urinary_system_phenotyp | 0.58535928 |
| 65 | MP0000516_abnormal_urinary_system | 0.58535928 |
| 66 | MP0002822_catalepsy | 0.55840467 |
| 67 | MP0002572_abnormal_emotion/affect_behav | 0.53777357 |
| 68 | MP0005408_hypopigmentation | 0.48290542 |
| 69 | MP0001879_abnormal_lymphatic_vessel | 0.48077153 |
| 70 | MP0001666_abnormal_nutrient_absorption | 0.47019856 |
| 71 | MP0004036_abnormal_muscle_relaxation | 0.46813749 |
| 72 | MP0001905_abnormal_dopamine_level | 0.46525790 |
| 73 | MP0000230_abnormal_systemic_arterial | 0.45621726 |
| 74 | MP0002272_abnormal_nervous_system | 0.45590550 |
| 75 | MP0001970_abnormal_pain_threshold | 0.44522164 |
| 76 | MP0002928_abnormal_bile_duct | 0.43603825 |
| 77 | MP0003329_amyloid_beta_deposits | 0.43595396 |
| 78 | MP0000003_abnormal_adipose_tissue | 0.43513537 |
| 79 | MP0001501_abnormal_sleep_pattern | 0.43499173 |
| 80 | MP0005535_abnormal_body_temperature | 0.42161939 |
| 81 | MP0003137_abnormal_impulse_conducting | 0.41725656 |
| 82 | MP0002734_abnormal_mechanical_nocicepti | 0.39993980 |
| 83 | MP0008961_abnormal_basal_metabolism | 0.39409554 |
| 84 | MP0005391_vision/eye_phenotype | 0.39150362 |
| 85 | MP0004484_altered_response_of | 0.38835922 |
| 86 | MP0001440_abnormal_grooming_behavior | 0.38563265 |
| 87 | MP0005332_abnormal_amino_acid | 0.38367032 |
| 88 | MP0004084_abnormal_cardiac_muscle | 0.37931696 |
| 89 | MP0010329_abnormal_lipoprotein_level | 0.37399437 |
| 90 | MP0009745_abnormal_behavioral_response | 0.36230199 |
| 91 | MP0005623_abnormal_meninges_morphology | 0.35441460 |
| 92 | MP0003631_nervous_system_phenotype | 0.34866789 |
| 93 | MP0002653_abnormal_ependyma_morphology | 0.34456668 |
| 94 | MP0003699_abnormal_female_reproductive | 0.34359206 |
| 95 | MP0002269_muscular_atrophy | 0.32404116 |
| 96 | MP0001270_distended_abdomen | 0.32276471 |
| 97 | MP0005084_abnormal_gallbladder_morpholo | 0.32214916 |
| 98 | MP0000249_abnormal_blood_vessel | 0.31445889 |
| 99 | MP0005595_abnormal_vascular_smooth | 0.31139134 |
| 100 | MP0003119_abnormal_digestive_system | 0.30854961 |

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | Severe visual impairment (HP:0001141) | 8.03876009 |
| 2 | Dynein arm defect of respiratory motile cilia (HP:0012255) | 6.22515783 |
| 3 | Absent/shortened dynein arms (HP:0200106) | 6.22515783 |
| 4 | Tubulointerstitial nephritis (HP:0001970) | 5.95649797 |
| 5 | Asymmetric septal hypertrophy (HP:0001670) | 5.70938729 |
| 6 | Chronic hepatic failure (HP:0100626) | 5.53079970 |
| 7 | Bony spicule pigmentary retinopathy (HP:0007737) | 4.89386999 |
| 8 | Attenuation of retinal blood vessels (HP:0007843) | 4.87098143 |
| 9 | Resting tremor (HP:0002322) | 4.67097561 |
| 10 | Abnormal ciliary motility (HP:0012262) | 4.66763241 |
| 11 | Abnormal respiratory motile cilium physiology (HP:0012261) | 4.63353964 |
| 12 | Nasal polyposis (HP:0100582) | 4.48485952 |
| 13 | Parkinsonism with favorable response to dopaminergic medication (HP:0002548) | 4.45654251 |
| 14 | Male infertility (HP:0003251) | 4.39242624 |
| 15 | Hyperkalemia (HP:0002153) | 4.38131120 |
| 16 | Cone-rod dystrophy (HP:0000548) | 4.32048211 |
| 17 | Abnormal respiratory epithelium morphology (HP:0012253) | 4.28771266 |
| 18 | Abnormal respiratory motile cilium morphology (HP:0005938) | 4.28771266 |
| 19 | Respiratory insufficiency due to defective ciliary clearance (HP:0200073) | 4.24128898 |
| 20 | Abnormality of macular pigmentation (HP:0008002) | 4.21224164 |
| 21 | Infertility (HP:0000789) | 4.16837289 |
| 22 | Aplasia/Hypoplasia of the earlobes (HP:0009906) | 3.72980748 |
| 23 | Abnormal rod and cone electroretinograms (HP:0008323) | 3.72514936 |
| 24 | Bell-shaped thorax (HP:0001591) | 3.70675257 |
| 25 | Abnormality of the nasal mucosa (HP:0000433) | 3.64356931 |
| 26 | Hypoalphalipoproteinemia (HP:0003233) | 3.59075371 |
| 27 | Progressive sensorineural hearing impairment (HP:0000408) | 3.53858094 |
| 28 | Potter facies (HP:0002009) | 3.50747380 |
| 29 | Facial shape deformation (HP:0011334) | 3.50747380 |
| 30 | Hypoplasia of the thymus (HP:0000778) | 3.41529651 |
| 31 | Menstrual irregularities (HP:0000858) | 3.39615692 |
| 32 | Enlarged epiphyses (HP:0010580) | 3.37723245 |
| 33 | Impulsivity (HP:0100710) | 3.33424629 |
| 34 | Hypoplastic ischia (HP:0003175) | 3.25913360 |
| 35 | Abnormal spermatogenesis (HP:0008669) | 3.20091156 |
| 36 | Postural instability (HP:0002172) | 3.15405037 |
| 37 | Amelogenesis imperfecta (HP:0000705) | 3.14419583 |
| 38 | Abnormality of dental color (HP:0011073) | 3.04562587 |
| 39 | Azoospermia (HP:0000027) | 3.00861383 |
| 40 | Stage 5 chronic kidney disease (HP:0003774) | 2.99709341 |
| 41 | Truncal obesity (HP:0001956) | 2.95695315 |
| 42 | Renovascular hypertension (HP:0100817) | 2.94271697 |
| 43 | Abnormality of the ischium (HP:0003174) | 2.90410357 |
| 44 | Insulin-resistant diabetes mellitus (HP:0000831) | 2.81765704 |
| 45 | Progressive cerebellar ataxia (HP:0002073) | 2.75692680 |
| 46 | Portal hypertension (HP:0001409) | 2.69487882 |
| 47 | Tubulointerstitial abnormality (HP:0001969) | 2.67699917 |
| 48 | Rhinitis (HP:0012384) | 2.67651498 |
| 49 | Unilateral renal agenesis (HP:0000122) | 2.66654394 |
| 50 | Nephronophthisis (HP:0000090) | 2.59771965 |
| 51 | Aplasia/Hypoplasia of the pubic bone (HP:0009104) | 2.56116111 |
| 52 | Abnormal urine output (HP:0012590) | 2.55890318 |
| 53 | Generalized aminoaciduria (HP:0002909) | 2.54850965 |
| 54 | Focal segmental glomerulosclerosis (HP:0000097) | 2.53239786 |
| 55 | Abnormality of the hepatic vasculature (HP:0006707) | 2.47534368 |
| 56 | Abnormality of the aortic arch (HP:0012303) | 2.43419372 |
| 57 | Abnormality of potassium homeostasis (HP:0011042) | 2.41569598 |
| 58 | Abnormality of the costochondral junction (HP:0000919) | 2.38893232 |
| 59 | Double outlet right ventricle (HP:0001719) | 2.31517522 |
| 60 | Congenital malformation of the right heart (HP:0011723) | 2.31517522 |
| 61 | Hyperuricemia (HP:0002149) | 2.31128994 |
| 62 | Increased purine levels (HP:0004368) | 2.31128994 |
| 63 | Progressive hearing impairment (HP:0001730) | 2.28382444 |
| 64 | Flattened epiphyses (HP:0003071) | 2.25068226 |
| 65 | Osteomalacia (HP:0002749) | 2.23713588 |
| 66 | Abnormal drinking behavior (HP:0030082) | 2.23522681 |
| 67 | Polydipsia (HP:0001959) | 2.23522681 |
| 68 | Renal dysplasia (HP:0000110) | 2.21385299 |
| 69 | Abnormality of the renal medulla (HP:0100957) | 2.21189088 |
| 70 | Abnormality of renal excretion (HP:0011036) | 2.20362717 |
| 71 | Chronic bronchitis (HP:0004469) | 2.19669025 |
| 72 | Ventricular tachycardia (HP:0004756) | 2.18491541 |
| 73 | Subcapsular cataract (HP:0000523) | 2.10885970 |
| 74 | Intellectual disability, moderate (HP:0002342) | 2.09641105 |
| 75 | Myokymia (HP:0002411) | 2.04290638 |
| 76 | Polyuria (HP:0000103) | 2.03080090 |
| 77 | Bronchiectasis (HP:0002110) | 2.00965268 |
| 78 | Glomerulosclerosis (HP:0000096) | 2.00425958 |
| 79 | Hypophosphatemic rickets (HP:0004912) | 1.92801334 |
| 80 | Abnormality of the epiphysis of the femoral head (HP:0010574) | 1.92689057 |
| 81 | Hyponatremia (HP:0002902) | 1.91005119 |
| 82 | Recurrent pneumonia (HP:0006532) | 1.90823784 |
| 83 | Upper limb muscle weakness (HP:0003484) | 1.89897407 |
| 84 | Decreased central vision (HP:0007663) | 1.88445464 |
| 85 | Abnormality of the parathyroid morphology (HP:0011766) | 1.87177748 |
| 86 | Optic nerve hypoplasia (HP:0000609) | 1.86302058 |
| 87 | Widely patent fontanelles and sutures (HP:0004492) | 1.85131098 |
| 88 | Bradycardia (HP:0001662) | 1.83433332 |
| 89 | Abnormal albumin level (HP:0012116) | 1.82851419 |
| 90 | Hypoalbuminemia (HP:0003073) | 1.82851419 |
| 91 | Absent epiphyses (HP:0010577) | 1.82678155 |
| 92 | Aplasia/Hypoplasia of the capital femoral epiphysis (HP:0005003) | 1.82678155 |
| 93 | Abnormality of femoral epiphyses (HP:0006499) | 1.78619126 |
| 94 | Abnormality involving the epiphyses of the lower limbs (HP:0006500) | 1.78619126 |
| 95 | Renal Fanconi syndrome (HP:0001994) | 1.77837902 |
| 96 | Hypolipoproteinemia (HP:0010981) | 1.77255529 |
| 97 | Epiphyseal dysplasia (HP:0002656) | 1.76471240 |
| 98 | Photophobia (HP:0000613) | 1.74375552 |
| 99 | Horizontal nystagmus (HP:0000666) | 1.74361632 |
| 100 | Flat capital femoral epiphysis (HP:0003370) | 1.74074687 |

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | PLK4 | 9.21454672 |
| 2 | TESK1 | 5.04361635 |
| 3 | INSRR | 4.56056506 |
| 4 | DDR2 | 4.04911000 |
| 5 | BRD4 | 4.03023989 |
| 6 | MAP4K2 | 3.61658130 |
| 7 | PLK2 | 3.43820416 |
| 8 | PNCK | 3.07013926 |
| 9 | STK38 | 2.88564147 |
| 10 | CAMK1G | 2.38339975 |
| 11 | PIK3CG | 2.28736845 |
| 12 | STK38L | 2.23982807 |
| 13 | PRKD3 | 2.22471377 |
| 14 | MAPK15 | 1.85825699 |
| 15 | WNK1 | 1.68375456 |
| 16 | MST1R | 1.62866380 |
| 17 | CDK12 | 1.62166626 |
| 18 | PDPK1 | 1.54679452 |
| 19 | PDK1 | 1.52287696 |
| 20 | NEK6 | 1.46675501 |
| 21 | TYRO3 | 1.33714660 |
| 22 | DYRK1B | 1.27586985 |
| 23 | PTK2B | 1.17207685 |
| 24 | CDK7 | 1.12057221 |
| 25 | KSR2 | 1.05962742 |
| 26 | MAP3K9 | 1.04967858 |
| 27 | AKT3 | 0.87820361 |
| 28 | CAMK1D | 0.85735652 |
| 29 | BRAF | 0.77984999 |
| 30 | LATS2 | 0.76468673 |
| 31 | PRKG2 | 0.73122344 |
| 32 | MAP3K11 | 0.72758611 |
| 33 | SIK2 | 0.69368348 |
| 34 | TIE1 | 0.60166329 |
| 35 | RPS6KA2 | 0.59107952 |
| 36 | MAP2K2 | 0.58930570 |
| 37 | PRKG1 | 0.58393225 |
| 38 | PRKAA2 | 0.58116387 |
| 39 | CDK3 | 0.56621201 |
| 40 | CAMK1 | 0.56112307 |
| 41 | RPS6KA1 | 0.53483994 |
| 42 | UHMK1 | 0.51111964 |
| 43 | MAP3K2 | 0.51021585 |
| 44 | MARK1 | 0.49685146 |
| 45 | MAP3K8 | 0.49041960 |
| 46 | WNK4 | 0.43542154 |
| 47 | CDK2 | 0.42945024 |
| 48 | ROCK1 | 0.42799117 |
| 49 | GSK3B | 0.42476088 |
| 50 | CDK1 | 0.41520472 |
| 51 | MAPK1 | 0.40068348 |
| 52 | SGK223 | 0.39235511 |
| 53 | SGK494 | 0.39235511 |
| 54 | LATS1 | 0.38742953 |
| 55 | MUSK | 0.38203401 |
| 56 | BRSK1 | 0.37561386 |
| 57 | BMPR1B | 0.36636564 |
| 58 | MAP3K1 | 0.36557214 |
| 59 | MTOR | 0.34538935 |
| 60 | NTRK3 | 0.34317551 |
| 61 | ARAF | 0.33100723 |
| 62 | PINK1 | 0.32735725 |
| 63 | CDK4 | 0.32179694 |
| 64 | CAMK4 | 0.31483918 |
| 65 | STK39 | 0.31401040 |
| 66 | MAPK8 | 0.30571407 |
| 67 | PRKCG | 0.30513843 |
| 68 | PRKCZ | 0.29619625 |
| 69 | CHEK1 | 0.29092674 |
| 70 | SGK1 | 0.27964046 |
| 71 | RPS6KC1 | 0.27675181 |
| 72 | RPS6KL1 | 0.27675181 |
| 73 | MARK2 | 0.27346792 |
| 74 | RPS6KA6 | 0.24521966 |
| 75 | MAP3K4 | 0.22538821 |
| 76 | MAPK14 | 0.21837884 |
| 77 | MAPK10 | 0.19458260 |
| 78 | PRKCB | 0.19442014 |
| 79 | MET | 0.18951577 |
| 80 | BLK | 0.18771853 |
| 81 | BRSK2 | 0.17883589 |
| 82 | AKT1 | 0.15564347 |
| 83 | PKN1 | 0.14398131 |
| 84 | JAK3 | 0.13936911 |
| 85 | MAPK11 | 0.12873146 |
| 86 | RIPK4 | 0.12438975 |
| 87 | NEK2 | 0.11043477 |
| 88 | PRKACB | 0.09670310 |
| 89 | SGK2 | 0.07962881 |
| 90 | PRKACA | 0.07620361 |
| 91 | MAP3K7 | 0.06971588 |
| 92 | MAPK9 | 0.06571036 |
| 93 | PRKAA1 | 0.06113663 |
| 94 | TNIK | 0.06022033 |
| 95 | TESK2 | 0.04990856 |
| 96 | RPS6KA3 | 0.04413665 |
| 97 | MAP3K13 | 0.04116303 |
| 98 | OXSR1 | 0.03342931 |
| 99 | CAMK2A | 0.03209748 |
| 100 | DYRK3 | 0.02302589 |

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | Synthesis and degradation of ketone bodies_Homo sapiens_hsa00072 | 7.74273189 |
| 2 | Fatty acid biosynthesis_Homo sapiens_hsa00061 | 6.45523471 |
| 3 | Olfactory transduction_Homo sapiens_hsa04740 | 3.93636936 |
| 4 | Butanoate metabolism_Homo sapiens_hsa00650 | 2.62294665 |
| 5 | Butirosin and neomycin biosynthesis_Homo sapiens_hsa00524 | 2.31368737 |
| 6 | Glycerophospholipid metabolism_Homo sapiens_hsa00564 | 2.14017476 |
| 7 | RNA transport_Homo sapiens_hsa03013 | 1.92916235 |
| 8 | Dorso-ventral axis formation_Homo sapiens_hsa04320 | 1.77656259 |
| 9 | Fatty acid degradation_Homo sapiens_hsa00071 | 1.75418354 |
| 10 | Taste transduction_Homo sapiens_hsa04742 | 1.75196377 |
| 11 | Glycolysis / Gluconeogenesis_Homo sapiens_hsa00010 | 1.59415256 |
| 12 | Type I diabetes mellitus_Homo sapiens_hsa04940 | 1.58447110 |
| 13 | Type II diabetes mellitus_Homo sapiens_hsa04930 | 1.57858657 |
| 14 | Phenylalanine metabolism_Homo sapiens_hsa00360 | 1.56936522 |
| 15 | Antigen processing and presentation_Homo sapiens_hsa04612 | 1.56340059 |
| 16 | Allograft rejection_Homo sapiens_hsa05330 | 1.54530135 |
| 17 | Autoimmune thyroid disease_Homo sapiens_hsa05320 | 1.52880369 |
| 18 | Fatty acid metabolism_Homo sapiens_hsa01212 | 1.52529693 |
| 19 | Endocrine and other factor-regulated calcium reabsorption_Homo sapiens_hsa04961 | 1.46153339 |
| 20 | Graft-versus-host disease_Homo sapiens_hsa05332 | 1.38400734 |
| 21 | Protein processing in endoplasmic reticulum_Homo sapiens_hsa04141 | 1.33439353 |
| 22 | Longevity regulating pathway - multiple species_Homo sapiens_hsa04213 | 1.29513353 |
| 23 | Arginine and proline metabolism_Homo sapiens_hsa00330 | 1.23124359 |
| 24 | Viral myocarditis_Homo sapiens_hsa05416 | 1.16066013 |
| 25 | Adipocytokine signaling pathway_Homo sapiens_hsa04920 | 1.11176803 |
| 26 | Nicotinate and nicotinamide metabolism_Homo sapiens_hsa00760 | 1.10527163 |
| 27 | Arginine biosynthesis_Homo sapiens_hsa00220 | 1.04193587 |
| 28 | Phototransduction_Homo sapiens_hsa04744 | 1.01074801 |
| 29 | Endocytosis_Homo sapiens_hsa04144 | 1.00506175 |
| 30 | Protein digestion and absorption_Homo sapiens_hsa04974 | 0.99948068 |
| 31 | Mucin type O-Glycan biosynthesis_Homo sapiens_hsa00512 | 0.98320470 |
| 32 | Salivary secretion_Homo sapiens_hsa04970 | 0.96147740 |
| 33 | Inositol phosphate metabolism_Homo sapiens_hsa00562 | 0.93969401 |
| 34 | Cardiac muscle contraction_Homo sapiens_hsa04260 | 0.90675833 |
| 35 | Neuroactive ligand-receptor interaction_Homo sapiens_hsa04080 | 0.87358041 |
| 36 | Influenza A_Homo sapiens_hsa05164 | 0.87323028 |
| 37 | PPAR signaling pathway_Homo sapiens_hsa03320 | 0.86593320 |
| 38 | ABC transporters_Homo sapiens_hsa02010 | 0.85370965 |
| 39 | Glycerolipid metabolism_Homo sapiens_hsa00561 | 0.84786393 |
| 40 | Progesterone-mediated oocyte maturation_Homo sapiens_hsa04914 | 0.83838472 |
| 41 | Aldosterone-regulated sodium reabsorption_Homo sapiens_hsa04960 | 0.83131811 |
| 42 | cAMP signaling pathway_Homo sapiens_hsa04024 | 0.82433339 |
| 43 | Oocyte meiosis_Homo sapiens_hsa04114 | 0.80967560 |
| 44 | Calcium signaling pathway_Homo sapiens_hsa04020 | 0.80587670 |
| 45 | Valine, leucine and isoleucine degradation_Homo sapiens_hsa00280 | 0.79215010 |
| 46 | Morphine addiction_Homo sapiens_hsa05032 | 0.77424374 |
| 47 | Hedgehog signaling pathway_Homo sapiens_hsa04340 | 0.76093464 |
| 48 | Fat digestion and absorption_Homo sapiens_hsa04975 | 0.74484386 |
| 49 | Primary bile acid biosynthesis_Homo sapiens_hsa00120 | 0.73797177 |
| 50 | Thyroid hormone signaling pathway_Homo sapiens_hsa04919 | 0.72998997 |
| 51 | Phosphatidylinositol signaling system_Homo sapiens_hsa04070 | 0.72861656 |
| 52 | Nicotine addiction_Homo sapiens_hsa05033 | 0.72152448 |
| 53 | Synaptic vesicle cycle_Homo sapiens_hsa04721 | 0.67036555 |
| 54 | Estrogen signaling pathway_Homo sapiens_hsa04915 | 0.66499027 |
| 55 | Proximal tubule bicarbonate reclamation_Homo sapiens_hsa04964 | 0.64980930 |
| 56 | Glutamatergic synapse_Homo sapiens_hsa04724 | 0.63446271 |
| 57 | VEGF signaling pathway_Homo sapiens_hsa04370 | 0.61581889 |
| 58 | Tyrosine metabolism_Homo sapiens_hsa00350 | 0.61348795 |
| 59 | Retinol metabolism_Homo sapiens_hsa00830 | 0.59808906 |
| 60 | Renin-angiotensin system_Homo sapiens_hsa04614 | 0.59393288 |
| 61 | Circadian entrainment_Homo sapiens_hsa04713 | 0.56292355 |
| 62 | mRNA surveillance pathway_Homo sapiens_hsa03015 | 0.55493583 |
| 63 | Biosynthesis of amino acids_Homo sapiens_hsa01230 | 0.52816388 |
| 64 | Aldosterone synthesis and secretion_Homo sapiens_hsa04925 | 0.51188830 |
| 65 | Carbohydrate digestion and absorption_Homo sapiens_hsa04973 | 0.48071911 |
| 66 | Renin secretion_Homo sapiens_hsa04924 | 0.45499427 |
| 67 | Retrograde endocannabinoid signaling_Homo sapiens_hsa04723 | 0.45317309 |
| 68 | Bile secretion_Homo sapiens_hsa04976 | 0.44161598 |
| 69 | Nitrogen metabolism_Homo sapiens_hsa00910 | 0.43716794 |
| 70 | Insulin secretion_Homo sapiens_hsa04911 | 0.43151988 |
| 71 | Purine metabolism_Homo sapiens_hsa00230 | 0.42725005 |
| 72 | Serotonergic synapse_Homo sapiens_hsa04726 | 0.42506996 |
| 73 | MAPK signaling pathway_Homo sapiens_hsa04010 | 0.41516788 |
| 74 | Pancreatic secretion_Homo sapiens_hsa04972 | 0.40320894 |
| 75 | Vascular smooth muscle contraction_Homo sapiens_hsa04270 | 0.39942477 |
| 76 | Gastric acid secretion_Homo sapiens_hsa04971 | 0.39370161 |
| 77 | Maturity onset diabetes of the young_Homo sapiens_hsa04950 | 0.39237998 |
| 78 | Fanconi anemia pathway_Homo sapiens_hsa03460 | 0.37510704 |
| 79 | Other types of O-glycan biosynthesis_Homo sapiens_hsa00514 | 0.37204272 |
| 80 | Long-term potentiation_Homo sapiens_hsa04720 | 0.35255740 |
| 81 | Acute myeloid leukemia_Homo sapiens_hsa05221 | 0.34778265 |
| 82 | Cholinergic synapse_Homo sapiens_hsa04725 | 0.28610901 |
| 83 | Jak-STAT signaling pathway_Homo sapiens_hsa04630 | 0.26602147 |
| 84 | cGMP-PKG signaling pathway_Homo sapiens_hsa04022 | 0.26383230 |
| 85 | Tight junction_Homo sapiens_hsa04530 | 0.25880732 |
| 86 | GABAergic synapse_Homo sapiens_hsa04727 | 0.25556616 |
| 87 | Basal transcription factors_Homo sapiens_hsa03022 | 0.25241149 |
| 88 | Vitamin B6 metabolism_Homo sapiens_hsa00750 | 0.25216656 |
| 89 | ECM-receptor interaction_Homo sapiens_hsa04512 | 0.24879131 |
| 90 | Oxytocin signaling pathway_Homo sapiens_hsa04921 | 0.24766336 |
| 91 | Selenocompound metabolism_Homo sapiens_hsa00450 | 0.21881554 |
| 92 | Herpes simplex infection_Homo sapiens_hsa05168 | 0.19864183 |
| 93 | Ubiquitin mediated proteolysis_Homo sapiens_hsa04120 | 0.19233446 |
| 94 | Huntingtons disease_Homo sapiens_hsa05016 | 0.17032398 |
| 95 | Carbon metabolism_Homo sapiens_hsa01200 | 0.16608148 |
| 96 | Transcriptional misregulation in cancer_Homo sapiens_hsa05202 | 0.16206561 |
| 97 | Legionellosis_Homo sapiens_hsa05134 | 0.15731054 |
| 98 | beta-Alanine metabolism_Homo sapiens_hsa00410 | 0.15295074 |
| 99 | Choline metabolism in cancer_Homo sapiens_hsa05231 | 0.14813924 |
| 100 | Amphetamine addiction_Homo sapiens_hsa05031 | 0.14748596 |

