Supplemental Table 3: Process-specific performance of data integration. Each column in the table represents one of four data integration schemes (classifiers trained and evaluated for individual processes, process-specific classifiers trained for specific processes and reintegrated, a single process-independent classifier trained globally and evaluated for individual processes, or an unregularized global classifier), and each scheme is evaluated using the entire genome or a set of ~6,000 holdout genes. Each cell in the table represents the AUPRC over the precision (functional relationships) and recall (genes) in each of the 229 analyzed processes, sorted in order of decreasing number of genes. This performance evaluates predicted functional relationships using a gold standard derived from multiple curated functional catalogs (including the Gene Ontology, KEGG, and others); each process's performance is evaluated using the subset of this gold standard associated with the process (see Methods). While there is a clear correlation between process size and performance (due to the fact that more training data makes the machine learning task easier), certain processes are also predicted more accurately than others independent of size, such as defense response to virus or protein polymerization. The most specific classifiers overfit somewhat to the smallest terms, but this effect is mitigated in larger terms or by reintegration into the process-specific classifier. For medium and large processes, increased specificity provides increased performance, with individual process classifiers outperforming the process-specific classifier, which in turn outperforms the process-independent classifier. Finally, the unregularized classifier is outperformed in essentially every process. Term Size All genes, individual processes Holdout genes, individual processes All genes, process-specific Holdout genes, process-specific Holdout genes, process-independent All genes, process-independent All genes, process-independent, unregularized organismal physiological process 2382 0.402833594 0.39555938 0.426638112 0.41447114 0.441419807 0.446231334 0.341625183 cell surface receptor linked signal transduction 1636 0.348251956 0.342738892 0.46532733 0.326584701 0.471335526 0.366036834 0.219275968 phosphorus metabolism 857 0.353788921 0.337178762 0.268149911 0.204764516 0.262956623 0.213784841 0.107053983 ion transport 725 0.251432011 0.244409846 0.269577015 0.254090399 0.255838248 0.265278219 0.132101693 cell death 721 0.3489487 0.345823251 0.278384201 0.237289193 0.273877064 0.231950595 0.101184006 cell adhesion 663 0.272660721 0.27255052 0.249846464 0.206522452 0.262229548 0.219827806 0.09525396 lipid metabolism 648 0.217517493 0.184910125 0.105766593 0.077831859 0.099749396 0.080843365 0.052647347 establishment of protein localization 641 0.131770568 0.129931096 0.122986986 0.07784283 0.118342614 0.081959987 0.051090433 proteolysis 638 0.166293524 0.150639149 0.127482174 0.11270801 0.124764117 0.120673218 0.062519726 transcription from RNA polymerase II promoter 579 0.275759985 0.273674709 0.215125572 0.174931612 0.209125669 0.178612771 0.060645543 regulation of progression through cell cycle 496 0.251313281 0.258899832 0.233530757 0.165906864 0.23537375 0.170706473 0.124882611 organic acid metabolism 459 0.159734371 0.154372863 0.091187857 0.063635489 0.089937788 0.064080069 0.041773404 ubiquitin cycle 449 0.089890822 0.089553886 0.096031144 0.064276917 0.093669318 0.065975042 0.042714882 carbohydrate metabolism 448 0.120926975 0.095369476 0.065705333 0.046054643 0.064477458 0.04680206 0.028899974 cytoskeleton organization and biogenesis 421 0.323340459 0.297590274 0.230560366 0.120836176 0.211848016 0.134855409 0.086344934 vesicle mediated transport 417 0.214336325 0.181992669 0.178647372 0.118764386 0.167615804 0.1197201 0.043232933 regulation of cell proliferation 404 0.274787021 0.248720206 0.141072952 0.127223667 0.143747029 0.124364325 0.054004241 regulation of catalytic activity 403 0.254081433 0.229981994 0.142090364 0.11463607 0.138655194 0.117688902 0.054371831 nitrogen compound metabolism 401 0.152689148 0.138640493 0.07799608 0.061902405 0.076607877 0.064416641 0.038256606 regulation of signal transduction 392 0.19640903 0.17349343 0.113316879 0.069948404 0.110120137 0.072491059 0.037535687 cell morphogenesis 389 0.288406229 0.237295729 0.164376996 0.121811687 0.161020305 0.136492218 0.053037163 response to wounding 375 0.357808027 0.331924278 0.266451399 0.234444666 0.280464619 0.239610674 0.13185694 electron transport 367 0.1615177 0.159684259 0.158946059 0.089709574 0.155187134 0.087439701 0.074454861 small GTPase mediated signal transduction 355 0.216006204 0.200400615 0.125210848 0.095935086 0.114779561 0.092062315 0.023942922 protein kinase cascade 347 0.365685593 0.316531702 0.254435613 0.180895952 0.245015023 0.187459192 0.043809363 chromosome organization and biogenesis (sensu Eukaryota) 320 0.222060149 0.212562624 0.249344136 0.15626678 0.223568398 0.165070957 0.0462165 protein complex assembly 312 0.179214347 0.176787174 0.139773204 0.107715489 0.12255105 0.11146766 0.056238224 amino acid and derivative metabolism 295 0.121744785 0.122513967 0.069187177 0.048307802 0.067660545 0.049810959 0.033611814 DNA packaging 292 0.292957575 0.259368086 0.376757861 0.297672351 0.33733285 0.3140436 0.051601503 response to DNA damage stimulus 280 0.162887283 0.160942706 0.1787488 0.1433004 0.164803399 0.149137997 0.128258316 sexual reproduction 280 0.06406893 0.046021589 0.029714125 0.032960846 0.030820969 0.034056385 0.025941691 alcohol metabolism 277 0.095296574 0.074647911 0.050898642 0.03218226 0.050645377 0.034041607 0.022347816 mRNA metabolism 266 0.136169986 0.135341698 0.150320243 0.082169919 0.150737284 0.087724298 0.052866699 negative regulation of transcription 259 0.163035565 0.142924783 0.084540716 0.071038961 0.083402146 0.071435004 0.027755719 mitotic cell cycle 258 0.32748639 0.312854633 0.308120154 0.186375609 0.296946357 0.207799591 0.264579603 positive regulation of transcription 255 0.193812544 0.181923481 0.118916357 0.078059953 0.117775047 0.081260244 0.03018729 M phase 236 0.340282024 0.329320152 0.340589683 0.217203802 0.334449966 0.243275224 0.29010108 protein folding 220 0.085007001 0.083897362 0.099778976 0.069288143 0.097860812 0.076633215 0.04790717 generation of neurons 219 0.131589978 0.099682435 0.10536196 0.077022347 0.102379939 0.094180221 0.034518712 second messenger mediated signaling 216 0.165541263 0.141992355 0.155598358 0.151519671 0.15179292 0.127106462 0.06255103 cell division 212 0.266950873 0.264965521 0.328698176 0.27918504 0.317039919 0.285259767 0.1863651 nucleotide metabolism 208 0.127015432 0.093687347 0.118308015 0.083283673 0.112166777 0.094998728 0.03901854 skeletal development 206 0.168900654 0.144282692 0.181320862 0.168592918 0.197302222 0.167597115 0.053547566 cell migration 205 0.116809846 0.093225808 0.080009268 0.05976059 0.080942694 0.059986669 0.038456318 central nervous system development 197 0.117114411 0.094132957 0.052812191 0.063355947 0.052754403 0.062603996 0.033889717 RNA splicing 197 0.125771407 0.129717948 0.19569593 0.187898865 0.19247379 0.190290617 0.081206423 cofactor metabolism 192 0.094548459 0.082278721 0.079822819 0.050134287 0.078323467 0.054408703 0.048013402 DNA replication 178 0.234960555 0.233099016 0.271128248 0.199257258 0.255095466 0.208462453 0.218130532 ion homeostasis 173 0.098997615 0.089498982 0.095074189 0.082788775 0.097872053 0.083944318 0.047703662 regulation of protein biosynthesis 157 0.113266795 0.105561667 0.07405875 0.057606566 0.072914128 0.057850858 0.042581004 ectoderm development 149 0.230734249 0.201469494 0.190769869 0.1788984 0.169524468 0.168026792 0.060500974 muscle development 146 0.15363555 0.083526569 0.082195954 0.065154703 0.084220837 0.065557624 0.030858703 glycoprotein metabolism 145 0.142155039 0.07986914 0.046422039 0.02466178 0.04344086 0.025447907 0.010710957 vasculature development 143 0.223778132 0.128076481 0.064165244 0.071596145 0.070472069 0.074304711 0.033900732 chemotaxis 137 0.174720772 0.155792961 0.117786921 0.091051084 0.119759055 0.092390484 0.062338303 translation 136 0.110289696 0.101564793 0.121630351 0.111864347 0.119123915 0.127982997 0.110007699 nucleocytoplasmic transport 129 0.08167124 0.070414995 0.106224149 0.090223626 0.100077561 0.084040908 0.021780009 nuclear transport 118 0.062009893 0.047726134 0.049714926 0.043269046 0.050769784 0.046530421 0.015513339 regulation of cell differentiation 117 0.122052024 0.058050787 0.036927949 0.029005338 0.036106625 0.030592192 0.012961574 cytoskeleton dependent intracellular transport 110 0.187824699 0.15040946 0.103264733 0.05468087 0.093768357 0.052618554 0.037596046 aromatic compound metabolism 108 0.139422185 0.063404429 0.047058071 0.026551907 0.042481113 0.024898087 0.012096919 reproductive physiological process 102 0.180684907 0.146610065 0.178765754 0.18583131 0.162280182 0.167621163 0.042013852 tRNA metabolism 101 0.074551654 0.067520228 0.060291177 0.056660436 0.058459446 0.057739047 0.048864783 DNA recombination 94 0.069714631 0.051179222 0.048242368 0.035172638 0.045652148 0.036651515 0.019059527 response to bacterium 94 0.080483027 0.043069701 0.033749772 0.030084767 0.034376524 0.03130371 0.033078558 regulation of transport 93 0.159764352 0.041781918 0.024189963 0.023828622 0.023349929 0.023996086 0.014847691 peptidyl amino acid modification 92 0.181400338 0.076987878 0.049457843 0.028070332 0.04618005 0.02770364 0.015702508 coagulation 90 0.157620779 0.123635751 0.120419112 0.085936103 0.133609253 0.088932607 0.053411473 oxygen and reactive oxygen species metabolism 87 0.056986234 0.018028115 0.016099439 0.015167854 0.016387389 0.015372021 0.01412962 heart development 86 0.143240697 0.094548566 0.102527908 0.070909562 0.096709441 0.070675483 0.015932452 positive regulation of protein metabolism 85 0.285182497 0.113169277 0.060077994 0.050146 0.058450871 0.053433703 0.035166607 biomineral formation 84 0.097238016 0.063054209 0.075549429 0.071240822 0.08069636 0.071959256 0.028509869 lipid transport 82 0.346932244 0.236065225 0.197808355 0.118901537 0.175018936 0.159488988 0.016406996 negative regulation of protein metabolism 81 0.305210011 0.105591698 0.051655872 0.030281343 0.04258734 0.030514826 0.010696001 one carbon compound metabolism 80 0.115665356 0.048068426 0.067963893 0.051917648 0.051124411 0.046024386 0.005046886 hydrogen transport 80 0.117478388 0.103205858 0.095391989 0.042390433 0.101444288 0.046093688 0.055252352 cell fate commitment 79 0.114164845 0.0603916 0.060619174 0.066142354 0.063117425 0.058042455 0.016220396 response to radiation 79 0.106901157 0.044691613 0.046274272 0.043114119 0.046675888 0.041518578 0.02792859 interphase 77 0.264622489 0.235975275 0.285260321 0.296731696 0.287218335 0.296202105 0.141171083 cytokine metabolism 73 0.09187433 0.057713379 0.036094536 0.031418141 0.035639649 0.02954735 0.024472246 hormone metabolism 73 0.078885285 0.05173725 0.045631113 0.027843459 0.046473764 0.025801795 0.013819345 protein processing 72 0.196967653 0.069701334 0.083529592 0.052567385 0.080341839 0.049388539 0.008287996 cellular defense response 71 0.14980949 0.101691516 0.064229941 0.048286329 0.061428193 0.046441169 0.039654402 heterocycle metabolism 66 0.042542886 0.017736849 0.019371063 0.01147649 0.020203295 0.011938724 0.007545842 sulfur metabolism 66 0.112540799 0.034227459 0.025441027 0.009756471 0.019639166 0.009308933 0.003639975 organic acid transport 64 0.114844357 0.0338038 0.039055966 0.022478634 0.03916662 0.019505562 0.011423749 stress activated protein kinase signaling pathway 64 0.427340116 0.256649226 0.276216187 0.201180967 0.255132223 0.192039648 0.01496462 nucleobase, nucleoside, nucleotide and nucleic acid transport 64 0.069796888 0.059728374 0.070981255 0.049268007 0.06628792 0.053618413 0.02103428 vitamin metabolism 62 0.146223638 0.014322753 0.007185677 0.005748445 0.008267052 0.005342236 0.00325152 morphogenesis of an epithelium 61 0.11943033 0.04004014 0.030870333 0.034974749 0.032583879 0.035751698 0.018189081 embryonic development (sensu Vertebrata) 61 0.250112599 0.047536793 0.050713381 0.039946785 0.043895161 0.043110307 0.00669251 lipoprotein metabolism 60 0.13806483 0.062429226 0.04316191 0.045390179 0.04735238 0.03547997 0.005122943 amine transport 60 0.414980401 0.190952373 0.152716999 0.172492934 0.13428541 0.163693616 0.008062885 rRNA metabolism 59 0.070626758 0.04251346 0.058731898 0.02031019 0.048683313 0.029838823 0.012600841 chromosome segregation 59 0.151379612 0.11503827 0.094640298 0.046749082 0.0935144 0.049246286 0.101501853 meiotic cell cycle 58 0.08134642 0.042036645 0.033334679 0.018658189 0.033909786 0.019319884 0.013980922 transcription initiation 57 0.205402816 0.247605413 0.123807863 0.13242466 0.108912603 0.123256986 0.012626301 sensory organ development 56 0.037729406 0.019329848 0.023366972 0.019526858 0.018855481 0.020372692 0.01465006 ribosome biogenesis 55 0.083603246 0.039544866 0.060237294 0.020567881 0.049744575 0.030936882 0.012585376 establishment of RNA localization 55 0.071954692 0.055374893 0.063925473 0.06100808 0.055457694 0.057325965 0.029616831 intracellular receptor mediated signaling pathway 53 0.197175403 0.127345601 0.109774242 0.080824688 0.109085539 0.083829249 0.006958714 regulation of cell motility 51 0.29224299 0.097300143 0.054462985 0.031999434 0.054344979 0.031525823 0.005079196 anterior posterior pattern formation 51 0.078225009 0.031047519 0.019627289 0.014419796 0.018629539 0.017833796 0.002677771 protein polymerization 51 0.464603917 0.465136264 0.37698653 0.42793379 0.402530949 0.419048963 0.074241796 mesoderm development 51 0.159113457 0.044378829 0.039733408 0.026439254 0.037994723 0.024284912 0.008566003 viral life cycle 50 0.185166429 0.012801453 0.011733427 0.007202962 0.011803593 0.009334941 0.007085651 neurotransmitter transport 48 0.040114943 0.010511743 0.021633402 0.016034564 0.020901013 0.013543799 0.005551758 detection of external stimulus 48 0.059206101 0.03377546 0.033784681 0.027547027 0.034066719 0.026975403 0.01940363 cell redox homeostasis 47 0.08908286 0.017442974 0.045062576 0.048022203 0.042588578 0.045097898 0.021297338 mitochondrial transport 47 0.122169566 0.131809699 0.192801736 0.163439469 0.16324882 0.167676141 0.005305339 development of primary sexual characteristics 47 0.128595031 0.033719772 0.010960979 0.010653027 0.011400022 0.011131651 0.005400947 RNA catabolism 46 0.04511649 0.023047974 0.031866301 0.013989799 0.031598639 0.014428655 0.004730755 response to unfolded protein 45 0.094035757 0.053599361 0.050968191 0.033780607 0.044879375 0.031982382 0.00427073 regulation of DNA metabolism 43 0.077942034 0.046023066 0.044565186 0.037417754 0.041488337 0.043432038 0.024798556 regulation of gene expression, epigenetic 42 0.137448155 0.016343573 0.012745239 0.009888334 0.011544613 0.010165475 0.004976305 energy reserve metabolism 42 0.311981054 0.050991631 0.028449709 0.023642181 0.028572388 0.024997916 0.01004918 regulation of secretion 41 0.133332573 0.017114505 0.008771508 0.008638931 0.008663226 0.008658248 0.006743907 detection of abiotic stimulus 41 0.127641689 0.034516995 0.100860621 0.070505151 0.089705013 0.062106009 0.012934685 carbohydrate transport 41 0.153489323 0.012448668 0.020872316 0.009228998 0.019522228 0.008623535 0.005831131 appendage development 40 0.115776359 0.021982097 0.041888568 0.022018287 0.044375382 0.02017788 0.008525918 cellular respiration 40 0.07669824 0.072306826 0.055228638 0.051925013 0.059392365 0.053760526 0.041376638 gastrulation 39 0.206953172 0.044155287 0.035529764 0.02998426 0.034215798 0.027835926 0.00589549 regulated secretory pathway 39 0.066183209 0.028697004 0.022186514 0.017990023 0.019600526 0.018412121 0.016011278 secondary metabolism 39 0.166480347 0.013205627 0.045960571 0.020640008 0.039807693 0.019444968 0.004631499 muscle cell differentiation 38 0.088429182 0.005731671 0.005432578 0.006980117 0.009766644 0.005731441 0.001574813 negative regulation of cell organization and biogenesis 37 0.200739654 0.041876388 0.031032446 0.01472753 0.028462589 0.011963577 0.008469585 negative regulation of biosynthesis 36 0.070410775 0.000694697 0.000705384 0.002179141 0.000638412 0.00196102 0.001048853 protein depolymerization 35 0.717453204 0.107842057 0.10108009 0.060018744 0.073059756 0.082272758 0.005369679 morphogenesis of a branching structure 35 0.058871 0.020032673 0.008345852 0.006932565 0.010378551 0.007455201 0.003523336 protein amino acid ADP ribosylation 34 0.502931361 0.012867152 0.037848764 0.006906477 0.030203761 0.007797355 0.001869905 learning and or memory 34 0.03121324 0.003893956 0.01533209 0.008311577 0.013655207 0.008787337 0.003179702 respiratory tube development 34 0.259031072 0.023378577 0.081740619 0.033657108 0.067398363 0.034078432 0.00767059 membrane fusion 33 0.091639102 0.019316186 0.011127367 0.007271965 0.01027649 0.008386092 0.003396293 response to xenobiotic stimulus 33 0.069135445 0.03044493 0.021614861 0.014838133 0.016692637 0.014533166 0.008163482 urogenital system development 33 0.491946956 0.099143228 0.102736783 0.096354262 0.103306774 0.101788157 0.005539905 feeding behavior 32 0.067841684 0.040786279 0.034779547 0.034101943 0.03666127 0.033999168 0.018789564 keratinocyte differentiation 31 0.210255486 0.068874166 0.013483352 0.031584873 0.013827358 0.031086092 0.019686107 response to hormone stimulus 31 0.517601552 0.149824392 0.194239975 0.205856859 0.194363294 0.188725081 0.028626696 male sex differentiation 29 0.42905201 0.015330063 0.001482535 0.002777216 0.001350945 0.003053556 0.002587562 gland development 29 0.045587489 0.000837838 0.005811217 0.001207295 0.00813899 0.001170559 0.001061915 nucleoside metabolism 29 0.045443332 0.016047293 0.016704358 0.012443819 0.016432937 0.013433767 0.010543889 response to temperature stimulus 29 0.118321104 0.008861366 0.006936687 0.009568753 0.006953228 0.009264583 0.007040104 odontogenesis 28 0.332214107 0.0553522 0.074711647 0.060493141 0.074432738 0.066659205 0.004922936 peptide transport 28 0.503238772 0.028662543 0.041296211 0.023442641 0.030798991 0.02619337 0.011059091 interspecies interaction between organisms 28 0.121134108 0.001973647 0.00633832 0.005881938 0.005833286 0.005886272 0.005772721 embryonic pattern specification 28 0.046022086 0.011681995 0.011593438 0.006583039 0.007978141 0.007285383 0.004504423 transcription from RNA polymerase III promoter 27 0.081144977 0.033332344 0.032912579 0.041125714 0.032310088 0.03906565 0.00218792 mitochondrion organization and biogenesis 27 0.13968023 0.037226098 0.033321444 0.019370225 0.030228675 0.018282769 0.011212675 mesenchymal cell differentiation 26 0.108400039 0.007141661 0.01440722 0.016352128 0.016488912 0.016424125 0.004708919 female sex differentiation 26 0.130594346 0.01451721 0.007281441 0.008878726 0.007876811 0.00920345 0.004335596 synapse organization and biogenesis 25 0.083578179 0.038129194 0.024258125 0.018210036 0.02198685 0.018164243 0.010001887 dorsal ventral pattern formation 25 0.002790431 0.000368841 5.77E-05 0.000478466 4.51E-05 0.000462195 0.000444218 vacuole organization and biogenesis 25 0.569950995 0.02546354 0.048957521 0.021945124 0.049142888 0.020787267 0.00777893 hormone secretion 24 0.112341064 0.011948965 0.004923268 0.004533152 0.004666629 0.004502039 0.004357575 gliogenesis 23 0.118795061 0.021014106 0.011305279 0.011465218 0.011334967 0.010923221 0.006087954 peripheral nervous system development 23 0.105857453 0.016467195 0.014853349 0.012400201 0.014097669 0.012492383 0.015778395 glycerol ether metabolism 23 0.512106165 0.008112142 0.025818325 0.014515205 0.022490922 0.014612596 0.005085351 peptide metabolism 23 0.157525297 0.011969937 0.034543612 0.018620229 0.021774163 0.019295658 0.001307989 biopolymer biosynthesis 23 0.09811418 0.009137162 0.008694473 0.007993673 0.00899294 0.008535488 0.003556603 regulation of binding 23 0.635695111 0.140531596 0.16480823 0.17093719 0.162880216 0.17229689 0.052354654 maintenance of protein localization 22 0.035640456 0.006604191 0.004149527 0.000752283 0.000249294 0.000732933 0.001547157 cell recognition 22 0.099295039 0.010781479 0.011715799 0.005566051 0.008877762 0.005989384 0.003381676 segmentation 22 0.088373695 0.004743116 0.01163744 0.004434055 0.011330972 0.006148994 0.000395878 protein amino acid alkylation 21 0.068328131 0.004870537 0.002834345 0.002057992 0.002292466 0.002132935 0.003559842 response to hypoxia 21 0.498712567 0.056609985 0.030982917 0.025522215 0.029028903 0.025094378 0.012575719 protein amino acid acetylation 21 0.283842967 0.068691688 0.09130396 0.099487204 0.088727525 0.100081628 0.038116757 chromosome condensation 21 0.073487387 0.052195468 0.026620672 0.007652912 0.025088037 0.009676499 0.021872934 DNA catabolism 20 0.132304804 0.008255301 0.013249598 0.005821603 0.011082488 0.005860828 0.005407829 circadian rhythm 20 0.447783169 0.199110291 0.138510885 0.148027999 0.139495138 0.106259442 0.002327567 epithelial cell proliferation 20 0.622488148 0.005573351 0.032347631 0.03293996 0.03105734 0.032440645 0.003093192 autophagy 20 0.619063114 0.001021605 0.017277344 0.010488534 0.017717808 0.01055214 0.000532059 activation of NF kappaB transcription factor 19 0.213744899 0.014324767 0.011807794 0.010624824 0.011540512 0.011300571 0.000881146 gene silencing 19 0.21735945 0.001742524 0.011018289 0.014113612 0.010652079 0.013999804 0.001139875 vacuolar transport 19 0.006506301 1.00E-10 0.003170121 0.000283235 0.001168226 0.000397781 0.000131556 ER nuclear signaling pathway 18 0.082545159 0.007724688 0.008966513 0.005998992 0.007434896 0.005302259 0.000760289 regulation of RNA metabolism 18 0.043105209 0.006544049 0.005476761 0.001806652 0.005506559 0.001867392 0.001909218 peroxisome organization and biogenesis 18 0.029982949 0.006638324 0.004929044 0.004792637 0.004646341 0.004770329 0.00152568 DNA modification 18 0.091893879 0.010553079 0.007472249 0.008330994 0.006703013 0.008227232 0.007507447 regulation of body size 18 0.077816941 0.01347062 0.009186647 0.007313272 0.008664219 0.00717747 0.003651367 sex determination 18 0.639060939 0.000217865 0.00255159 0.00169828 0.001829786 0.001549301 0.002132081 embryonic organ development 18 0.047847308 0.000430272 0.001739843 0.000179398 0.000389384 0.000167535 0.000240558 endocrine system development 18 0.123037233 0.011676805 0.006925761 0.003573436 0.006568965 0.003473349 0.003498288 aging 17 0.093963728 0.006665068 0.006106451 0.000260675 0.005321451 0.000494632 0.000833259 intercellular junction assembly and maintenance 17 0.100653384 0.015072167 0.01714936 0.012676596 0.016578034 0.012248535 0.004295508 response to nutrient 17 0.286192261 0.011020741 0.016509847 0.015994616 0.016319342 0.01421935 0.003455104 microtubule organizing center organization and biogenesis 17 0.156372387 0.008596427 0.006626857 0.002273353 0.005844521 0.003892328 0.020927364 glucose homeostasis 17 0.07219641 0.005906492 0.003630468 0.005946081 0.00357161 0.00587536 0.005405797 detection of chemical stimulus 17 0.281839153 0.003007021 0.01814728 0.000858528 0.004635369 0.000941951 0.013531441 negative regulation of locomotion 17 0.57439337 0.023300086 0.001957858 0.001390646 0.000604024 0.001349186 0.00151299 peptide cross linking 17 0.13080824 0.041314742 0.061650074 0.047932701 0.065012596 0.03520522 0.024103469 response to inorganic substance 17 0.206559138 0.000696485 0.006761759 0.00591899 0.006476003 0.006101373 0.001107536 axis specification 16 0.251462728 0.001519585 0.00292835 0.003320585 0.001905425 0.003700429 0.001340759 determination of symmetry 16 0.714133586 0.002671551 0.023504803 0.020956555 0.022724613 0.018297234 0.001291687 response to toxin 16 0.226674498 1.00E-10 0.006267713 0.004531375 0.006470156 0.004632486 0.001276785 gas transport 16 0.133083625 0.007479479 0.021830959 0.012235327 0.01978096 0.011775627 0.007693748 protein chromophore linkage 15 0.029925979 0.005744288 0.003415335 0.002192488 0.003281379 0.003118233 0.002059741 fat cell differentiation 15 0.211519548 0.015841917 0.02022178 0.012318891 0.020213567 0.011844137 0.000236455 RNA 3' end processing 15 0.127991453 7.12E-05 8.77E-05 0.000393291 0.000228657 0.000489378 0.000827183 detection of biotic stimulus 15 0.03428486 0.013213936 0.006943975 0.006528468 0.006882834 0.007045661 0.006135675 aldehyde metabolism 14 0.912697182 0.002409599 0.101483669 0.038998945 0.063737546 0.016064931 0.002106476 protein amino acid deacetylation 14 0.052197802 0.019119769 0.018052229 0.011674274 0.018024122 0.011724497 0.002475042 RNA elongation 14 0.042402948 0.003279139 0.005182655 0.002495 0.004945921 0.00245431 0.002414343 mechanoreceptor differentiation 13 0.002339054 1.00E-10 1.00E-10 0.0002777 1.00E-10 0.000196961 0.000531436 vitamin transport 13 0.646523743 0.00085253 0.001385186 0.001463945 0.000894269 0.001134625 0.001069173 regulation of membrane potential 13 0.066410701 0.015823136 0.010107686 0.007776085 0.009720074 0.007564189 0.001272719 response to mechanical stimulus 13 0.181627948 0.000207292 0.004735731 0.004377104 0.004084339 0.004728101 0.005852026 pigmentation 13 0.030972052 1.00E-10 0.002278302 0.002755342 0.002203061 0.002898112 0.002535176 response to carbohydrate stimulus 13 0.040499773 0.009664224 0.007371097 0.008407992 0.007816447 0.008187959 0.006011672 placenta development 13 0.715255482 0.000643711 0.000528784 0.000691452 0.000628328 0.000278133 0.000349466 endothelial cell differentiation 13 0.207722072 4.09E-05 0.012898983 0.012442183 0.013944701 0.011720186 0.002382887 cell wall catabolism 13 0.029442039 7.55E-05 0.002906339 0.001652485 0.002925975 0.00115032 3.36E-05 behavioral interaction between organisms 12 0.382150282 1.00E-10 0.002619355 0.001466688 0.002052863 0.001429104 0.007078796 regulation of protein catabolism 12 0.240923962 9.06E-05 0.00044448 0.000988994 0.000691445 0.001468141 0.001377424 adult locomotory behavior 12 1.00E-10 1.00E-10 1.00E-10 1.00E-10 1.00E-10 1.00E-10 1.00E-10 cholesterol homeostasis 12 0.626262626 0.000168967 0.000355114 0.001020772 0.000523582 0.00102715 0.000478266 drug transport 12 0.089305103 1.00E-10 3.98E-05 0.000182919 3.09E-05 0.000144659 0.000333589 snRNA metabolism 11 0.039926311 1.00E-10 0.009741641 0.010947117 0.010329634 0.011521802 0.008688571 sperm motility 11 0.207863853 0.039374304 0.107375724 0.036310628 0.04277586 0.036696527 0.01224154 plasma membrane organization and biogenesis 11 0.489020071 0.000300415 0.061070795 0.088590693 0.031795106 0.055240389 0.025571744 pancreas development 10 0.02086743 1.00E-10 0.001540544 0.000905209 0.000642045 0.002114645 0.000684846 negative regulation of transcription factor activity 10 0.009306318 0.002123066 0.000994332 0.000997932 0.000837622 0.000993208 0.002660123 two component signal transduction system, phosphorelay 10 0.02554799 0.008630568 0.016408008 0.011153148 0.015497813 0.011108627 0.003364913 endothelial cell proliferation 10 0.533571837 0.000803793 0.048109402 0.025921925 0.048316679 0.030811192 0.000407148 collagen fibril organization 10 0.014888337 0.002414404 0.004667431 0.00424602 0.004516741 0.004209233 0.000331591 protein stabilization 10 1.00E-10 1.00E-10 1.00E-10 1.00E-10 1.00E-10 1.00E-10 1.00E-10 Golgi organization and biogenesis 10 0.008844147 0.000188663 0.002700113 0.001161815 0.002701183 0.002906368 0.004862819 defense response to virus 10 0.321429378 0.021360359 0.317177346 0.31770537 0.318630936 0.317049037 0.158609361 fluid transport 10 0.09236394 0.002920803 0.012335306 0.010217431 0.013472713 0.009517826 0.004098892 nucleotide sugar metabolism 10 0.098423395 1.00E-10 0.001563399 0.000518528 0.00103636 0.000564863 0.005248444