Cell Cycle genes

Using Gene Ontologies (GO), create an up-to-date list of all human protein-coding genes that are know to be associated with cell cycle.

1. Download Ontologies, if necessary


In [10]:
# Get http://geneontology.org/ontology/go-basic.obo
from goatools.base import download_go_basic_obo
obo_fname = download_go_basic_obo()


  EXISTS: go-basic.obo

2. Download Associations, if necessary


In [11]:
# Get ftp://ftp.ncbi.nlm.nih.gov/gene/DATA/gene2go.gz
from goatools.base import download_ncbi_associations
gene2go = download_ncbi_associations()


  EXISTS: gene2go

3. Read associations

Normally, when reading associations, GeneID2GOs are returned. We get the reverse, GO2GeneIDs, by adding the key-word arg, "go2geneids=True" to the call to read_ncbi_gene2go.


In [12]:
from goatools.associations import read_ncbi_gene2go

go2geneids_human = read_ncbi_gene2go("gene2go", taxids=[9606], go2geneids=True)
print("{N} GO terms associated with human NCBI Entrez GeneIDs".format(N=len(go2geneids_human)))


16439 GO terms associated with human NCBI Entrez GeneIDs

4. Initialize Gene-Search Helper


In [13]:
from goatools.go_search import GoSearch

srchhelp = GoSearch("go-basic.obo", go2items=go2geneids_human)


load obo file go-basic.obo
46518
go-basic.obo: format-version(1.2) data-version(releases/2016-04-27)
 nodes imported

5a. Prepare "cell cycle" text searches

We will need to search for both cell cycle and cell cycle-independent. Those GOs that contain the text cell cycle-independent are specifically not related to cell cycle and must be removed from our list of cell cycle GO terms.


In [14]:
import re

# Compile search pattern for 'cell cycle'
cell_cycle_all = re.compile(r'cell cycle', flags=re.IGNORECASE)
cell_cycle_not = re.compile(r'cell cycle.independent', flags=re.IGNORECASE)

In [15]:
# Find ALL GOs and GeneIDs associated with 'cell cycle'.

# Details of search are written to a log file
fout_allgos = "cell_cycle_gos_human.log" 
with open(fout_allgos, "w") as log:
    # Search for 'cell cycle' in GO terms
    gos_cc_all = srchhelp.get_matching_gos(cell_cycle_all, prt=log)
    # Find any GOs matching 'cell cycle-independent' (e.g., "lysosome")
    gos_no_cc = srchhelp.get_matching_gos(cell_cycle_not, gos=gos_cc_all, prt=log)
    # Remove GO terms that are not "cell cycle" GOs
    gos = gos_cc_all.difference(gos_no_cc)
    # Add children GOs of cell cycle GOs
    gos_all = srchhelp.add_children_gos(gos)
    # Get Entrez GeneIDs for cell cycle GOs
    geneids = srchhelp.get_items(gos_all)
print("{N} human NCBI Entrez GeneIDs related to 'cell cycle' found.".format(N=len(geneids)))


2696 human NCBI Entrez GeneIDs related to 'cell cycle' found.

6. Print the "cell cycle" protein-coding gene Symbols


In [16]:
from goatools.test_data.genes_NCBI_9606_ProteinCoding import GeneID2nt
for geneid in geneids: # geneids associated with cell-cycle
    nt = GeneID2nt.get(geneid, None)
    if nt is not None:
        print("{Symbol:<10} {desc}".format(
                Symbol = nt.Symbol, 
                desc = nt.description))


CLPP       caseinolytic mitochondrial matrix peptidase proteolytic subunit
FANCI      Fanconi anemia complementation group I
TTYH1      tweety family member 1
PRSS54     protease, serine 54
CABLES2    Cdk5 and Abl enzyme substrate 2
SEH1L      SEH1 like nucleoporin
KIF18A     kinesin family member 18A
CHAF1B     chromatin assembly factor 1 subunit B
ABL1       ABL proto-oncogene 1, non-receptor tyrosine kinase
CLTCL1     clathrin heavy chain like 1
KCTD13     potassium channel tetramerization domain containing 13
KBTBD2     kelch repeat and BTB domain containing 2
USP11      ubiquitin specific peptidase 11
USP9X      ubiquitin specific peptidase 9, X-linked
ACR        acrosin
SMC1A      structural maintenance of chromosomes 1A
DPEP3      dipeptidase 3
ACTA1      actin, alpha 1, skeletal muscle
SPC25      SPC25, NDC80 kinetochore complex component
OR1A2      olfactory receptor family 1 subfamily A member 2
RHBDD2     rhomboid domain containing 2
ACVR1      activin A receptor type I
ACVR1B     activin A receptor type IB
ADAM8      ADAM metallopeptidase domain 8
ADAM10     ADAM metallopeptidase domain 10
TUBGCP5    tubulin gamma complex associated protein 5
ADARB1     adenosine deaminase, RNA-specific, B1
LIN9       lin-9 DREAM MuvB core complex component
KANK2      KN motif and ankyrin repeat domains 2
ADCY3      adenylate cyclase 3
ESCO1      establishment of sister chromatid cohesion N-acetyltransferase 1
ADCYAP1    adenylate cyclase activating polypeptide 1 (pituitary)
KIAA1161   KIAA1161
BRE        brain and reproductive organ-expressed (TNFRSF1A modulator)
ADD3       adducin 3
AXIN2      axin 2
BAP1       BRCA1 associated protein 1
BRAP       BRCA1 associated protein
CDC7       cell division cycle 7
CDC45      cell division cycle 45
CNOT6      CCR4-NOT transcription complex subunit 6
KLHL29     kelch like family member 29
CENPP      centromere protein P
SPDYC      speedy/RINGO cell cycle regulator family member C
NLN        neurolysin
CREBL2     cAMP responsive element binding protein-like 2
ADAMTS18   ADAM metallopeptidase with thrombospondin type 1 motif 18
HIST1H3A   histone cluster 1, H3a
HIST1H3D   histone cluster 1, H3d
HIST1H3C   histone cluster 1, H3c
HIST1H3E   histone cluster 1, H3e
HIST1H3I   histone cluster 1, H3i
HIST1H3G   histone cluster 1, H3g
HIST1H3J   histone cluster 1, H3j
HIST1H3H   histone cluster 1, H3h
HIST1H3B   histone cluster 1, H3b
HIST1H4A   histone cluster 1, H4a
HIST1H4D   histone cluster 1, H4d
HIST1H4F   histone cluster 1, H4f
HIST1H4K   histone cluster 1, H4k
HIST1H4J   histone cluster 1, H4j
HIST1H4C   histone cluster 1, H4c
HIST1H4H   histone cluster 1, H4h
HIST1H4B   histone cluster 1, H4b
HIST1H4E   histone cluster 1, H4e
HIST1H4L   histone cluster 1, H4l
RPTOR      regulatory associated protein of MTOR, complex 1
HIST2H4A   histone cluster 2, H4a
KLHL13     kelch like family member 13
HACE1      HECT domain and ankyrin repeat containing E3 ubiquitin protein ligase 1
MIB1       mindbomb E3 ubiquitin protein ligase 1
AHR        aryl hydrocarbon receptor
KLHL42     kelch like family member 42
AIF1       allograft inflammatory factor 1
AK1        adenylate kinase 1
HFM1       HFM1, ATP-dependent DNA helicase homolog
AKT1       v-akt murine thymoma viral oncogene homolog 1
AKT2       v-akt murine thymoma viral oncogene homolog 2
PRSS45     protease, serine 45
CEP126     centrosomal protein 126kDa
KLHL8      kelch like family member 8
KLHL14     kelch like family member 14
KLHL33     kelch like family member 33
MARCH4     membrane associated ring-CH-type finger 4
STK24      serine/threonine kinase 24
GNAI1      guanine nucleotide binding protein (G protein), alpha inhibiting activity polypeptide 1
RAD54L     RAD54-like (S. cerevisiae)
ALOX15B    arachidonate 15-lipoxygenase, type B
DYRK2      dual specificity tyrosine phosphorylation regulated kinase 2
CUL4B      cullin 4B
CUL4A      cullin 4A
CUL3       cullin 3
CUL2       cullin 2
CUL1       cullin 1
AMFR       autocrine motility factor receptor, E3 ubiquitin protein ligase
TICRR      TOPBP1-interacting checkpoint and replication regulator
KLF11      Kruppel-like factor 11
BIN1       bridging integrator 1
FKBP6      FK506 binding protein 6
MED30      mediator complex subunit 30
RNF14      ring finger protein 14
KLHL1      kelch like family member 1
ANK3       ankyrin 3, node of Ranvier (ankyrin G)
OFD1       oral-facial-digital syndrome 1
C6orf89    chromosome 6 open reading frame 89
PRSS12     protease, serine 12
PPM1D      protein phosphatase, Mg2+/Mn2+ dependent 1D
USP28      ubiquitin specific peptidase 28
KNSTRN     kinetochore-localized astrin/SPAG5 binding protein
RANBP3     RAN binding protein 3
HIPK1      homeodomain interacting protein kinase 1
PKP4       plakophilin 4
ANXA11     annexin A11
APAF1      apoptotic peptidase activating factor 1
MMP23B     matrix metallopeptidase 23B
APBB1      amyloid beta precursor protein binding family B member 1
APBB2      amyloid beta precursor protein binding family B member 2
APC        adenomatous polyposis coli
APEH       acylaminoacyl-peptide hydrolase
APEX1      APEX nuclease (multifunctional DNA repair enzyme) 1
BIRC2      baculoviral IAP repeat containing 2
GAS7       growth arrest specific 7
XIAP       X-linked inhibitor of apoptosis
BIRC5      baculoviral IAP repeat containing 5
TRIM71     tripartite motif containing 71, E3 ubiquitin protein ligase
CAMK1      calcium/calmodulin-dependent protein kinase I
LNX1       ligand of numb-protein X 1, E3 ubiquitin protein ligase
BARX2      BARX homeobox 2
USP37      ubiquitin specific peptidase 37
FANCM      Fanconi anemia complementation group M
KLK3       kallikrein related peptidase 3
FCN3       ficolin 3
FASLG      Fas ligand
MAPKAPK5   mitogen-activated protein kinase-activated protein kinase 5
CDC14B     cell division cycle 14B
RCE1       Ras converting CAAX endopeptidase 1
TRAF4      TNF receptor associated factor 4
CDK10      cyclin-dependent kinase 10
GADD45GIP1 GADD45G interacting protein 1
THOC5      THO complex 5
TRIM23     tripartite motif containing 23
MADD       MAP kinase activating death domain
ARF6       ADP ribosylation factor 6
SPC24      SPC24, NDC80 kinetochore complex component
RHOA       ras homolog family member A
RHOB       ras homolog family member B
RHOC       ras homolog family member C
KLHL18     kelch like family member 18
PPP2R5C    protein phosphatase 2 regulatory subunit B', gamma
ARL2       ADP ribosylation factor like GTPase 2
ARL3       ADP ribosylation factor like GTPase 3
ARNTL      aryl hydrocarbon receptor nuclear translocator like
CCDC124    coiled-coil domain containing 124
MMEL1      membrane metallo-endopeptidase-like 1
CNOT6L     CCR4-NOT transcription complex subunit 6-like
GAS2L2     growth arrest specific 2 like 2
PHOSPHO2-KLHL23 PHOSPHO2-KLHL23 readthrough
HAUS1      HAUS augmin like complex subunit 1
CDC26      cell division cycle 26
CDK13      cyclin-dependent kinase 13
TP63       tumor protein p63
PDXP       pyridoxal phosphatase
PHACTR4    phosphatase and actin regulator 4
ASPH       aspartate beta-hydroxylase
BRINP2     bone morphogenetic protein/retinoic acid inducible neural-specific 2
LAMTOR3    late endosomal/lysosomal adaptor, MAPK and MTOR activator 3
POLD4      polymerase (DNA-directed), delta 4, accessory subunit
CCAR2      cell cycle and apoptosis regulator 2
ZFHX3      zinc finger homeobox 3
TUBB3      tubulin beta 3 class III
TNKS       tankyrase, TRF1-interacting ankyrin-related ADP-ribose polymerase
ATM        ATM serine/threonine kinase
CCNB1IP1   cyclin B1 interacting protein 1, E3 ubiquitin protein ligase
RBM24      RNA binding motif protein 24
BECN1      beclin 1, autophagy related
PEA15      phosphoprotein enriched in astrocytes 15
ATP2B4     ATPase plasma membrane Ca2+ transporting 4
BOLL       boule homolog, RNA binding protein
RNF182     ring finger protein 182
CDC23      cell division cycle 23
CAPN12     calpain 12
ATG4A      autophagy related 4A, cysteine peptidase
OMA1       OMA1 zinc metallopeptidase
UBR1       ubiquitin protein ligase E3 component n-recognin 1
TUBB4B     tubulin beta 4B class IVb
TRADD      TNFRSF1A-associated via death domain
MBTPS1     membrane bound transcription factor peptidase, site 1
TPRA1      transmembrane protein adipocyte associated 1
CTSF       cathepsin F
ADAM19     ADAM metallopeptidase domain 19
GBF1       golgi brefeldin A resistant guanine nucleotide exchange factor 1
RIPK1      receptor interacting serine/threonine kinase 1
ATRX       alpha thalassemia/mental retardation syndrome X-linked
TNFSF14    tumor necrosis factor superfamily member 14
TNFSF10    tumor necrosis factor superfamily member 10
HDAC8      histone deacetylase 8
ADAM23     ADAM metallopeptidase domain 23
ADAM21     ADAM metallopeptidase domain 21
ADAM20     ADAM metallopeptidase domain 20
ADAM18     ADAM metallopeptidase domain 18
ADAM15     ADAM metallopeptidase domain 15
ADAM9      ADAM metallopeptidase domain 9
ADAM7      ADAM metallopeptidase domain 7
AZU1       azurocidin 1
TCEB1      transcription elongation factor B (SIII), polypeptide 1 (15kDa, elongin C)
STAC3      SH3 and cysteine rich domain 3
BACH1      BTB and CNC homology 1, basic leucine zipper transcription factor 1
BAD        BCL2 associated agonist of cell death
RAB11A     RAB11A, member RAS oncogene family
MEIOB      meiosis specific with OB domains
BAK1       BCL2-antagonist/killer 1
BARD1      BRCA1 associated RING domain 1
BAX        BCL2-associated X protein
BBS4       Bardet-Biedl syndrome 4
BCAT1      branched chain amino-acid transaminase 1, cytosolic
RAB35      RAB35, member RAS oncogene family
SNAI2      snail family zinc finger 2
CCND1      cyclin D1
BCL2       B-cell CLL/lymphoma 2
NCAPD3     non-SMC condensin II complex subunit D3
BCL2L1     BCL2 like 1
BCL3       B-cell CLL/lymphoma 3
TNFRSF10B  tumor necrosis factor receptor superfamily member 10b
TNFRSF10A  tumor necrosis factor receptor superfamily member 10a
BCL9       B-cell CLL/lymphoma 9
ZNRF4      zinc and ring finger 4
TRIM24     tripartite motif containing 24
CCNK       cyclin K
CDKL1      cyclin dependent kinase like 1
BANF1      barrier to autointegration factor 1
BIRC6      baculoviral IAP repeat containing 6
CFB        complement factor B
BGLAP      bone gamma-carboxyglutamate (gla) protein
BID        BH3 interacting domain death agonist
BLM        Bloom syndrome RecQ like helicase
BLMH       bleomycin hydrolase
CXCR5      chemokine (C-X-C motif) receptor 5
CFLAR      CASP8 and FADD like apoptosis regulator
CEP41      centrosomal protein 41kDa
BMP1       bone morphogenetic protein 1
BMP2       bone morphogenetic protein 2
BMP4       bone morphogenetic protein 4
KLHL30     kelch like family member 30
BMP7       bone morphogenetic protein 7
KAT2B      lysine acetyltransferase 2B
CDK5R1     cyclin-dependent kinase 5, regulatory subunit 1 (p35)
PIWIL2     piwi-like RNA-mediated gene silencing 2
PROZ       protein Z, vitamin K-dependent plasma glycoprotein
DST        dystonin
PRSS44     protease, serine 44
BRCA1      breast cancer 1
BRCA2      breast cancer 2
BRDT       bromodomain, testis-specific
IPO13      importin 13
CDC123     cell division cycle 123
BTC        betacellulin
CDC16      cell division cycle 16
ZPR1       ZPR1 zinc finger
NAE1       NEDD8 activating enzyme E1 subunit 1
ANGEL2     angel homolog 2 (Drosophila)
BUB1       BUB1 mitotic checkpoint serine/threonine kinase
BUB1B      BUB1 mitotic checkpoint serine/threonine kinase B
RNF8       ring finger protein 8, E3 ubiquitin protein ligase
CCNA1      cyclin A1
C1QA       complement component 1, q subcomponent, A chain
C1QB       complement component 1, q subcomponent, B chain
C1QC       complement component 1, q subcomponent, C chain
C1R        complement component 1, r subcomponent
C1S        complement component 1, s subcomponent
C2         complement component 2
C3         complement component 3
C4A        complement component 4A (Rodgers blood group)
C4B        complement component 4B (Chido blood group)
TIMELESS   timeless circadian clock
CCDC155    coiled-coil domain containing 155
HERC3      HECT and RLD domain containing E3 ubiquitin protein ligase 3
CAPN5      calpain 5
PAPD7      PAP associated domain containing 7
HERC2      HECT and RLD domain containing E3 ubiquitin protein ligase 2
HERC1      HECT and RLD domain containing E3 ubiquitin protein ligase family member 1
OSGIN2     oxidative stress induced growth inhibitor family member 2
PHOX2B     paired like homeobox 2b
UHRF2      ubiquitin-like with PHD and ring finger domains 2, E3 ubiquitin protein ligase
TMPRSS7    transmembrane protease, serine 7
CDK5R2     cyclin-dependent kinase 5, regulatory subunit 2 (p39)
BTRC       beta-transducin repeat containing E3 ubiquitin protein ligase
PTTG1IP    pituitary tumor-transforming 1 interacting protein
NSMCE1     NSE1 homolog, SMC5-SMC6 complex component
SENP5      SUMO1/sentrin specific peptidase 5
HIST1H3F   histone cluster 1, H3f
USP13      ubiquitin specific peptidase 13 (isopeptidase T-3)
WASL       Wiskott-Aldrich syndrome-like
NUDT16     nudix hydrolase 16
CALM1      calmodulin 1 (phosphorylase kinase, delta)
CALM2      calmodulin 2 (phosphorylase kinase, delta)
CDKL2      cyclin dependent kinase like 2
CALM3      calmodulin 3 (phosphorylase kinase, delta)
CALR       calreticulin
CAMK2A     calcium/calmodulin-dependent protein kinase II alpha
TMPRSS6    transmembrane protease, serine 6
CAMK2D     calcium/calmodulin-dependent protein kinase II delta
CAMK2G     calcium/calmodulin-dependent protein kinase II gamma
CECR2      cat eye syndrome chromosome region, candidate 2
CAPN1      calpain 1
CAPN2      calpain 2
CAPN3      calpain 3
CAPNS1     calpain small subunit 1
CAPN6      calpain 6
CAST       calpastatin
BRSK2      BR serine/threonine kinase 2
CROCC      ciliary rootlet coiled-coil, rootletin
CASP1      caspase 1
CASP2      caspase 2
CASP3      caspase 3
CASP6      caspase 6
CASP7      caspase 7
CASP8      caspase 8
CASP9      caspase 9
CASP10     caspase 10
WBP2NL     WBP2 N-terminal like
CTRL       chymotrypsin-like
CTDSP1     CTD small phosphatase 1
UBA3       ubiquitin like modifier activating enzyme 3
UBE2M      ubiquitin conjugating enzyme E2M
SYCE1L     synaptonemal complex central element protein 1-like
GPS1       G protein pathway suppressor 1
CTSB       cathepsin B
CAV2       caveolin 2
CAV3       caveolin 3
HAUS5      HAUS augmin like complex subunit 5
CTSD       cathepsin D
RUNX3      runt related transcription factor 3
CBL        Cbl proto-oncogene, E3 ubiquitin protein ligase
CBLB       Cbl proto-oncogene B, E3 ubiquitin protein ligase
CEP57      centrosomal protein 57kDa
PCSK4      proprotein convertase subtilisin/kexin type 4
CCK        cholecystokinin
CCNA2      cyclin A2
CCNB1      cyclin B1
CCNC       cyclin C
CCND2      cyclin D2
PKMYT1     protein kinase, membrane associated tyrosine/threonine 1
CCNE1      cyclin E1
CCNF       cyclin F
SART1      squamous cell carcinoma antigen recognized by T-cells 1
CCNG2      cyclin G2
CCNH       cyclin H
CCNT1      cyclin T1
USP14      ubiquitin specific peptidase 14 (tRNA-guanine transglycosylase)
USP6       ubiquitin specific peptidase 6
USP2       ubiquitin specific peptidase 2
USP10      ubiquitin specific peptidase 10
USP8       ubiquitin specific peptidase 8
KLHL32     kelch like family member 32
LATS1      large tumor suppressor kinase 1
KIAA0753   KIAA0753
MS4A3      membrane spanning 4-domains A3
RQCD1      RCD1 required for cell differentiation1 homolog (S. pombe)
SMC3       structural maintenance of chromosomes 3
AIFM1      apoptosis inducing factor, mitochondria associated 1
CD28       CD28 molecule
CCNB2      cyclin B2
CCNE2      cyclin E2
ESX1       ESX homeobox 1
NEURL1     neuralized E3 ubiquitin protein ligase 1
CTDP1      CTD phosphatase subunit 1
CD44       CD44 molecule (Indian blood group)
CD53       CD53 molecule
EXO1       exonuclease 1
PCSK7      proprotein convertase subtilisin/kexin type 7
CD74       CD74 molecule
PLPP7      phospholipid phosphatase 7 (inactive)
CDK1       cyclin-dependent kinase 1
CDK11B     cyclin-dependent kinase 11B
CDC5L      cell division cycle 5 like
SEPT7      septin 7
CDC6       cell division cycle 6
ZW10       zw10 kinetochore protein
BUB3       BUB3 mitotic checkpoint protein
CDC25A     cell division cycle 25A
CDC25B     cell division cycle 25B
CDC25C     cell division cycle 25C
CDC27      cell division cycle 27
CDC34      cell division cycle 34
CDC42      cell division cycle 42
CDH13      cadherin 13
CDK2       cyclin-dependent kinase 2
CDK3       cyclin-dependent kinase 3
CDK4       cyclin-dependent kinase 4
AURKB      aurora kinase B
CDK6       cyclin-dependent kinase 6
CDK7       cyclin-dependent kinase 7
PHF13      PHD finger protein 13
CDK8       cyclin-dependent kinase 8
ALKBH4     alkB homolog 4, lysine demethylase
CDKN1A     cyclin-dependent kinase inhibitor 1A (p21, Cip1)
CDKN1B     cyclin-dependent kinase inhibitor 1B (p27, Kip1)
CDKN1C     cyclin-dependent kinase inhibitor 1C (p57, Kip2)
CDKN2A     cyclin-dependent kinase inhibitor 2A
CDKN2B     cyclin-dependent kinase inhibitor 2B (p15, inhibits CDK4)
CDKN2C     cyclin-dependent kinase inhibitor 2C (p18, inhibits CDK4)
CDKN2D     cyclin-dependent kinase inhibitor 2D (p19, inhibits CDK4)
CDKN3      cyclin-dependent kinase inhibitor 3
TMEM67     transmembrane protein 67
PTTG1      pituitary tumor-transforming 1
CCPG1      cell cycle progression 1
CDX2       caudal type homeobox 2
TBRG4      transforming growth factor beta regulator 4
CEACAM5    carcinoembryonic antigen related cell adhesion molecule 5
CEBPA      CCAAT/enhancer binding protein alpha
STARD9     StAR related lipid transfer domain containing 9
UBE2L6     ubiquitin conjugating enzyme E2L 6
HECW2      HECT, C2 and WW domain containing E3 ubiquitin protein ligase 2
CENPA      centromere protein A
CENPC      centromere protein C
HMGN5      high mobility group nucleosome binding domain 5
CENPE      centromere protein E
CENPF      centromere protein F
CYP1A1     cytochrome P450 family 1 subfamily A member 1
CETN1      centrin 1
CETN2      centrin 2
CETN3      centrin 3
CTSC       cathepsin C
PIWIL1     piwi-like RNA-mediated gene silencing 1
FBXL21     F-box and leucine-rich repeat protein 21 (gene/pseudogene)
RCC1       regulator of chromosome condensation 1
CHD3       chromodomain helicase DNA binding protein 3
CHD4       chromodomain helicase DNA binding protein 4
PGAP2      post-GPI attachment to proteins 2
CHEK1      checkpoint kinase 1
FOXN3      forkhead box N3
NCAPH      non-SMC condensin I complex subunit H
MMP20      matrix metallopeptidase 20
MAD1L1     MAD1 mitotic arrest deficient-like 1 (yeast)
UBE2U      ubiquitin conjugating enzyme E2U (putative)
TRIP13     thyroid hormone receptor interactor 13
TRIP12     thyroid hormone receptor interactor 12
TERT       telomerase reverse transcriptase
RHOU       ras homolog family member U
NLRC4      NLR family, CARD domain containing 4
CNOT8      CCR4-NOT transcription complex subunit 8
RPRD1B     regulation of nuclear pre-mRNA domain containing 1B
OVOL2      ovo like zinc finger 2
TAOK2      TAO kinase 2
CFD        complement factor D (adipsin)
BOD1       biorientation of chromosomes in cell division 1
ERCC8      excision repair cross-complementation group 8
UBE4A      ubiquitination factor E4A
CKS1B      CDC28 protein kinase regulatory subunit 1B
CKS2       CDC28 protein kinase regulatory subunit 2
LONP1      lon peptidase 1, mitochondrial
H1FOO      H1 histone family member O, oocyte specific
SLC9A3R1   SLC9A3 regulator 1
CLC        Charcot-Leyden crystal galectin
CLCA1      chloride channel accessory 1
WIZ        widely interspaced zinc finger motifs
RRAGD      Ras-related GTP binding D
CLIC1      chloride intracellular channel 1
TPP1       tripeptidyl peptidase I
SUN2       Sad1 and UNC84 domain containing 2
SIRT1      sirtuin 1
RECQL5     RecQ like helicase 5
RAD54B     RAD54 homolog B (S. cerevisiae)
CLTC       clathrin heavy chain
TMPRSS11D  transmembrane protease, serine 11D
FBXO7      F-box protein 7
MED21      mediator complex subunit 21
GCA        grancalcin
RHBDD3     rhomboid domain containing 3
ECEL1      endothelin converting enzyme-like 1
POLN       polymerase (DNA directed) nu
KLK5       kallikrein related peptidase 5
TAOK1      TAO kinase 1
ARIH1      ariadne RBR E3 ubiquitin protein ligase 1
ZWINT      ZW10 interacting kinetochore protein
TPSG1      tryptase gamma 1
MED17      mediator complex subunit 17
BACE2      beta-site APP-cleaving enzyme 2
MED27      mediator complex subunit 27
MED7       mediator complex subunit 7
HECTD1     HECT domain containing E3 ubiquitin protein ligase 1
EIF2AK3    eukaryotic translation initiation factor 2 alpha kinase 3
NIPBL      Nipped-B homolog (Drosophila)
PLK3       polo like kinase 3
HOMER1     homer scaffolding protein 1
ANAPC13    anaphase promoting complex subunit 13
TEX40      testis expressed 40
ROCK2      Rho associated coiled-coil containing protein kinase 2
NAPSA      napsin A aspartic peptidase
MED20      mediator complex subunit 20
USP49      ubiquitin specific peptidase 49
LOC400927-CSNK1E LOC400927-CSNK1E readthrough
MMP25      matrix metallopeptidase 25
FADD       Fas associated via death domain
PSMF1      proteasome inhibitor subunit 1
KIF23      kinesin family member 23
RNF166     ring finger protein 166
ATP23      ATP23 metallopeptidase and ATP synthase assembly factor homolog (S. cerevisiae)
ADAMTS4    ADAM metallopeptidase with thrombospondin type 1 motif 4
ADAMTS3    ADAM metallopeptidase with thrombospondin type 1 motif 3
TGFBR1     transforming growth factor beta receptor I
ADAMTS1    ADAM metallopeptidase with thrombospondin type 1 motif 1
PMPCB      peptidase (mitochondrial processing) beta
RNF19A     ring finger protein 19A, RBR E3 ubiquitin protein ligase
RCHY1      ring finger and CHY zinc finger domain containing 1
GDF15      growth differentiation factor 15
CNOT10     CCR4-NOT transcription complex subunit 10
EEF1E1     eukaryotic translation elongation factor 1 epsilon 1
ANAPC15    anaphase promoting complex subunit 15
VPS4B      vacuolar protein sorting 4 homolog B (S. cerevisiae)
ZBTB49     zinc finger and BTB domain containing 49
TMEM59     transmembrane protein 59
TARDBP     TAR DNA binding protein
NOX4       NADPH oxidase 4
SYCP3      synaptonemal complex protein 3
NSL1       NSL1, MIS12 kinetochore complex component
H2AFY      H2A histone family member Y
SIN3A      SIN3 transcription regulator family member A
ZNF385A    zinc finger protein 385A
EPGN       epithelial mitogen
CPS1       carbamoyl-phosphate synthase 1
PTPN3      protein tyrosine phosphatase, non-receptor type 3
FBXO45     F-box protein 45
CLOCK      clock circadian regulator
CELA2A     chymotrypsin like elastase family member 2A
ATF2       activating transcription factor 2
CREBBP     CREB binding protein
PREPL      prolyl endopeptidase-like
KIF20B     kinesin family member 20B
SH2B1      SH2B adaptor protein 1
MAD2L1BP   MAD2L1 binding protein
WTAP       Wilms tumor 1 associated protein
EGFL6      EGF like domain multiple 6
CHMP2B     charged multivesicular body protein 2B
CRY1       cryptochrome circadian clock 1
HINFP      histone H4 transcription factor
ULK3       unc-51 like kinase 3
NCOR1      nuclear receptor corepressor 1
DACH1      dachshund family transcription factor 1
RNF7       ring finger protein 7
RNF167     ring finger protein 167
CTCFL      CCCTC-binding factor like
TRIM69     tripartite motif containing 69
C2CD3      C2 calcium-dependent domain containing 3
KLK4       kallikrein related peptidase 4
MAPK14     mitogen-activated protein kinase 14
CSE1L      CSE1 chromosome segregation 1-like (yeast)
L3MBTL1    l(3)mbt-like 1 (Drosophila)
NUP155     nucleoporin 155kDa
FAM32A     family with sequence similarity 32 member A
CLCA2      chloride channel accessory 2
ARHGEF10   Rho guanine nucleotide exchange factor 10
KLHDC3     kelch domain containing 3
CSNK1A1    casein kinase 1 alpha 1
CSNK1D     casein kinase 1 delta
CSNK1E     casein kinase 1 epsilon
CSNK2A1    casein kinase 2, alpha 1 polypeptide
CSNK2A2    casein kinase 2 alpha 2
MDC1       mediator of DNA damage checkpoint 1
LTN1       listerin E3 ubiquitin protein ligase 1
CUZD1      CUB and zona pellucida like domains 1
KIAA0430   KIAA0430
DZIP3      DAZ interacting zinc finger protein 3
UBE2F      ubiquitin conjugating enzyme E2F (putative)
CNEP1R1    CTD nuclear envelope phosphatase 1 regulatory subunit 1
SENP6      SUMO1/sentrin specific peptidase 6
ANKRD17    ankyrin repeat domain 17
NKX2-5     NK2 homeobox 5
APPL1      adaptor protein, phosphotyrosine interaction, PH domain and leucine zipper containing 1
CTBP1      C-terminal binding protein 1
CTGF       connective tissue growth factor
ZNF830     zinc finger protein 830
SLFN11     schlafen family member 11
NUP93      nucleoporin 93kDa
UBE3C      ubiquitin protein ligase E3C
CTNNB1     catenin beta 1
ADAMTS14   ADAM metallopeptidase with thrombospondin type 1 motif 14
CTRB1      chymotrypsinogen B1
PUM1       pumilio RNA binding family member 1
ESPL1      extra spindle pole bodies like 1, separase
KLK13      kallikrein related peptidase 13
CTSE       cathepsin E
CTSG       cathepsin G
CTSH       cathepsin H
CTSK       cathepsin K
CTSL       cathepsin L
CTSV       cathepsin V
DAZL       deleted in azoospermia like
CTSO       cathepsin O
CTSS       cathepsin S
CTSW       cathepsin W
CTSZ       cathepsin Z
SEPT12     septin 12
ECE2       endothelin converting enzyme 2
ADAMTSL2   ADAMTS like 2
BIRC7      baculoviral IAP repeat containing 7
UTP14C     UTP14, U3 small nucleolar ribonucleoprotein, homolog C (yeast)
TDRD12     tudor domain containing 12
RAB11FIP3  RAB11 family interacting protein 3 (class II)
RNF144B    ring finger protein 144B
CYLD       CYLD lysine 63 deubiquitinase
CDCA3      cell division cycle associated 3
WSB1       WD repeat and SOCS box containing 1
KNTC1      kinetochore associated 1
USP34      ubiquitin specific peptidase 34
CCP110     centriolar coiled-coil protein 110kDa
PAGR1      PAXIP1 associated glutamate-rich protein 1
NLRP12     NLR family, pyrin domain containing 12
ZFP42      ZFP42 zinc finger protein
FAM65B     family with sequence similarity 65 member B
PSME2      proteasome activator subunit 2
HDAC4      histone deacetylase 4
MOV10L1    Mov10 RISC complex RNA helicase like 1
CENPL      centromere protein L
KIAA0101   KIAA0101
RASSF2     Ras association domain family member 2
MCIDAS     multiciliate differentiation and DNA synthesis associated cell cycle protein
LONRF1     LON peptidase N-terminal domain and ring finger 1
RC3H1      ring finger and CCCH-type domains 1
LIN54      lin-54 DREAM MuvB core complex component
RNF144A    ring finger protein 144A
NEDD1      neural precursor cell expressed, developmentally down-regulated 1
SENP3      SUMO1/sentrin/SMT3 specific peptidase 3
TLL1       tolloid like 1
CYP27B1    cytochrome P450 family 27 subfamily B member 1
DLGAP5     discs large homolog associated protein 5
CKAP5      cytoskeleton associated protein 5
MAML1      mastermind like transcriptional coactivator 1
IST1       increased sodium tolerance 1 homolog (yeast)
DAP        death-associated protein
DAPK3      death-associated protein kinase 3
FBXW2      F-box and WD repeat domain containing 2
DAXX       death-domain associated protein
RNF40      ring finger protein 40, E3 ubiquitin protein ligase
BRINP1     bone morphogenetic protein/retinoic acid inducible neural-specific 1
SFI1       SFI1 centrin binding protein
KEAP1      kelch like ECH associated protein 1
NUP58      nucleoporin 58kDa
CUL7       cullin 7
RB1CC1     RB1 inducible coiled-coil 1
ARHGEF11   Rho guanine nucleotide exchange factor 11
ACE        angiotensin I converting enzyme
LIN52      lin-52 DREAM MuvB core complex component
DCTN1      dynactin subunit 1
MELK       maternal embryonic leucine zipper kinase
DDB1       damage specific DNA binding protein 1
DDB2       damage specific DNA binding protein 2
GINS1      GINS complex subunit 1 (Psf1 homolog)
GADD45A    growth arrest and DNA damage inducible alpha
FBXL3      F-box and leucine-rich repeat protein 3
DDIT3      DNA damage inducible transcript 3
PHGDH      phosphoglycerate dehydrogenase
TMPRSS11B  transmembrane protease, serine 11B
DDX3X      DEAD-box helicase 3, X-linked
DDX5       DEAD-box helicase 5
CABLES1    Cdk5 and Abl enzyme substrate 1
FBXL6      F-box and leucine-rich repeat protein 6
FBXL5      F-box and leucine-rich repeat protein 5
FBXL4      F-box and leucine-rich repeat protein 4
NEK9       NIMA related kinase 9
DDX11      DEAD/H-box helicase 11
CDCA2      cell division cycle associated 2
PSMD6      proteasome 26S subunit, non-ATPase 6
MED24      mediator complex subunit 24
MAGI2      membrane associated guanylate kinase, WW and PDZ domain containing 2
KLHL3      kelch like family member 3
PJA2       praja ring finger ubiquitin ligase 2
KLK8       kallikrein related peptidase 8
AREL1      apoptosis resistant E3 ubiquitin protein ligase 1
SLC26A8    solute carrier family 26 member 8
TLK1       tousled like kinase 1
FBXW8      F-box and WD repeat domain containing 8
FBXO25     F-box protein 25
FBXO24     F-box protein 24
TOX4       TOX high mobility group box family member 4
FBXO22     F-box protein 22
FBXO10     F-box protein 10
FBXO9      F-box protein 9
FBXO6      F-box protein 6
FBXO5      F-box protein 5
FBXO4      F-box protein 4
FBXO3      F-box protein 3
PARD6A     par-6 family cell polarity regulator alpha
KIAA0196   KIAA0196
RNF141     ring finger protein 141
ANKRD2     ankyrin repeat domain 2
DHCR24     24-dehydrocholesterol reductase
DHFR       dihydrofolate reductase
MYEF2      myelin expression factor 2
NCAPD2     non-SMC condensin I complex subunit D2
KBTBD11    kelch repeat and BTB domain containing 11
RAE1       ribonucleic acid export 1
DIAPH2     diaphanous related formin 2
KIF4B      kinesin family member 4B
KIF14      kinesin family member 14
DLG1       discs large homolog 1
FBXO2      F-box protein 2
DMPK       dystrophia myotonica protein kinase
DMRT1      doublesex and mab-3 related transcription factor 1
DNA2       DNA replication helicase/nuclease 2
USP15      ubiquitin specific peptidase 15
USP3       ubiquitin specific peptidase 3
AVPI1      arginine vasopressin induced 1
TNFSF15    tumor necrosis factor superfamily member 15
RHNO1      RAD9-HUS1-RAD1 interacting nuclear orphan 1
MED12      mediator complex subunit 12
DYNC1H1    dynein, cytoplasmic 1, heavy chain 1
FAM162A    family with sequence similarity 162 member A
NUP153     nucleoporin 153kDa
DYNC1I2    dynein, cytoplasmic 1, intermediate chain 2
DNM2       dynamin 2
RBX1       ring-box 1, E3 ubiquitin protein ligase
DNMT3A     DNA (cytosine-5-)-methyltransferase 3 alpha
FBXO32     F-box protein 32
THOC1      THO complex 1
REC8       REC8 meiotic recombination protein
NRIP2      nuclear receptor interacting protein 2
DMTF1      cyclin D binding myb like transcription factor 1
CASP8AP2   caspase 8 associated protein 2
DPP4       dipeptidyl peptidase 4
ANXA1      annexin A1
DRD2       dopamine receptor D2
DRD3       dopamine receptor D3
ITCH       itchy E3 ubiquitin protein ligase
ARID3A     AT-rich interaction domain 3A
HDAC5      histone deacetylase 5
PDCD6IP    programmed cell death 6 interacting protein
PDCD6      programmed cell death 6
BCL2L10    BCL2 like 10
BCL2L11    BCL2 like 11
CHMP7      charged multivesicular body protein 7
KLHL40     kelch like family member 40
LONP2      lon peptidase 2, peroxisomal
HERC4      HECT and RLD domain containing E3 ubiquitin protein ligase 4
DTYMK      deoxythymidylate kinase
DUSP1      dual specificity phosphatase 1
CHAF1A     chromatin assembly factor 1 subunit A
DUSP3      dual specificity phosphatase 3
HAUS3      HAUS augmin like complex subunit 3
PARP3      poly(ADP-ribose) polymerase family member 3
TOM1L1     target of myb1 like 1 membrane trafficking protein
MED31      mediator complex subunit 31
RANBP9     RAN binding protein 9
SMC4       structural maintenance of chromosomes 4
TWIST1     twist family bHLH transcription factor 1
SAE1       SUMO1 activating enzyme subunit 1
E2F1       E2F transcription factor 1
E2F2       E2F transcription factor 2
E2F3       E2F transcription factor 3
E2F4       E2F transcription factor 4
E2F5       E2F transcription factor 5
E2F6       E2F transcription factor 6
E4F1       E4F transcription factor 1
CELA2B     chymotrypsin like elastase family member 2B
HUWE1      HECT, UBA and WWE domain containing 1, E3 ubiquitin protein ligase
ECE1       endothelin converting enzyme 1
FAM58A     family with sequence similarity 58 member A
USH1C      USH1 protein network component harmonin
RNF185     ring finger protein 185
ECT2       epithelial cell transforming 2
NUPR1      nuclear protein 1, transcriptional regulator
ZNRF2      zinc and ring finger 2, E3 ubiquitin protein ligase
GMNN       geminin, DNA replication inhibitor
ACTR3      ARP3 actin-related protein 3 homolog (yeast)
ACTR2      ARP2 actin-related protein 2 homolog (yeast)
EDN1       endothelin 1
EDN3       endothelin 3
HEXIM2     hexamethylene bis-acetamide inducible 2
RPS27L     ribosomal protein S27 like
CTDSP2     CTD small phosphatase 2
RHBDL2     rhomboid, veinlet-like 2 (Drosophila)
KIF20A     kinesin family member 20A
ESCO2      establishment of sister chromatid cohesion N-acetyltransferase 2
PMF1       polyamine-modulated factor 1
FEM1B      fem-1 homolog b (C. elegans)
TSPAN17    tetraspanin 17
ACE2       angiotensin I converting enzyme 2
ACTR1A     ARP1 actin-related protein 1 homolog A, centractin alpha (yeast)
SETDB2     SET domain bifurcated 2
MLXIPL     MLX interacting protein-like
LRPPRC     leucine rich pentatricopeptide repeat containing
CNTD1      cyclin N-terminal domain containing 1
CDKL4      cyclin dependent kinase like 4
OPTN       optineurin
CELA3A     chymotrypsin like elastase family member 3A
FAM76B     family with sequence similarity 76 member B
LATS2      large tumor suppressor kinase 2
EGF        epidermal growth factor
TBC1D10A   TBC1 domain family member 10A
POM121     POM121 transmembrane nucleoporin
EGFR       epidermal growth factor receptor
EDA2R      ectodysplasin A2 receptor
TRAPPC12   trafficking protein particle complex 12
TRIM28     tripartite motif containing 28
PRSS27     protease, serine 27
SBDS       SBDS ribosome assembly guanine nucleotide exchange factor
TOP2B      topoisomerase (DNA) II beta
KCTD10     potassium channel tetramerization domain containing 10
TRIM17     tripartite motif containing 17
EIF4E      eukaryotic translation initiation factor 4E
EIF4EBP1   eukaryotic translation initiation factor 4E binding protein 1
RLIM       ring finger protein, LIM domain interacting
BIRC3      baculoviral IAP repeat containing 3
EIF4G2     eukaryotic translation initiation factor 4 gamma 2
GSG2       germ cell associated 2 (haspin)
RBM7       RNA binding motif protein 7
CELA1      chymotrypsin like elastase family member 1
DYNC1LI1   dynein, cytoplasmic 1, light intermediate chain 1
ING4       inhibitor of growth family member 4
AATF       apoptosis antagonizing transcription factor
DGKZ       diacylglycerol kinase zeta
RNF41      ring finger protein 41, E3 ubiquitin protein ligase
PSME3      proteasome activator subunit 3
EML1       echinoderm microtubule associated protein like 1
CKAP2      cytoskeleton associated protein 2
NUTF2      nuclear transport factor 2
TRIM13     tripartite motif containing 13
RASSF4     Ras association domain family member 4
TOPORS     topoisomerase I binding, arginine/serine-rich, E3 ubiquitin protein ligase
FLOT1      flotillin 1
PSMD14     proteasome 26S subunit, non-ATPase 14
ENG        endoglin
IMMP2L     inner mitochondrial membrane peptidase subunit 2
ROMO1      reactive oxygen species modulator 1
CTDSPL     CTD small phosphatase like
ENSA       endosulfine alpha
EP300      E1A binding protein p300
MED1       mediator complex subunit 1
HERC5      HECT and RLD domain containing E3 ubiquitin protein ligase 5
IPO11      importin 11
NUSAP1     nucleolar and spindle associated protein 1
NHLRC1     NHL repeat containing E3 ubiquitin protein ligase 1
DUSP13     dual specificity phosphatase 13
EPS8       epidermal growth factor receptor pathway substrate 8
SPRY1      sprouty RTK signaling antagonist 1
SPRY2      sprouty RTK signaling antagonist 2
NUF2       NUF2, NDC80 kinetochore complex component
CCDC8      coiled-coil domain containing 8
ERCC2      excision repair cross-complementation group 2
EREG       epiregulin
BRIP1      BRCA1 interacting protein C-terminal helicase 1
ERCC3      excision repair cross-complementation group 3
ERCC4      excision repair cross-complementation group 4
KLHL21     kelch like family member 21
ZMPSTE24   zinc metallopeptidase STE24
AKAP8      A-kinase anchoring protein 8
CENPW      centromere protein W
TMPRSS13   transmembrane protease, serine 13
ERN1       endoplasmic reticulum to nucleus signaling 1
STAG1      stromal antigen 1
UBE4B      ubiquitination factor E4B
RAD1       RAD1 checkpoint DNA exonuclease
SHISA5     shisa family member 5
TRAIP      TRAF interacting protein
RNF181     ring finger protein 181
MAEA       macrophage erythroblast attacher
MARCH2     membrane associated ring-CH-type finger 2
APP        amyloid beta precursor protein
KATNB1     katanin p80 (WD repeat containing) subunit B 1
CDKL3      cyclin dependent kinase like 3
KLHL2      kelch like family member 2
CCNO       cyclin O
TFDP3      transcription factor Dp family member 3
MECOM      MDS1 and EVI1 complex locus
OSGEPL1    O-sialoglycoprotein endopeptidase-like 1
C1RL       complement component 1, r subcomponent-like
IKZF1      IKAROS family zinc finger 1
BFAR       bifunctional apoptosis regulator
KLHL41     kelch like family member 41
RRAGB      Ras-related GTP binding B
MND1       meiotic nuclear divisions 1
EYA1       EYA transcriptional coactivator and phosphatase 1
EZH2       enhancer of zeste 2 polycomb repressive complex 2 subunit
F2         coagulation factor II, thrombin
F2R        coagulation factor II thrombin receptor
CNTROB     centrobin, centrosomal BRCA2 interacting protein
F7         coagulation factor VII
F9         coagulation factor IX
F10        coagulation factor X
F11        coagulation factor XI
F12        coagulation factor XII
RAB6C      RAB6C, member RAS oncogene family
FBXO30     F-box protein 30
NPM2       nucleophosmin/nucleoplasmin 2
WAC        WW domain containing adaptor with coiled-coil
PYHIN1     pyrin and HIN domain family member 1
SYCE2      synaptonemal complex central element protein 2
FANCA      Fanconi anemia complementation group A
FANCD2     Fanconi anemia complementation group D2
CITED2     Cbp/p300-interacting transactivator, with Glu/Asp rich carboxy-terminal domain, 2
CAPN13     calpain 13
USP44      ubiquitin specific peptidase 44
RNF10      ring finger protein 10
CDC14A     cell division cycle 14A
DACT1      dishevelled-binding antagonist of beta-catenin 1
FANCF      Fanconi anemia complementation group F
FANCG      Fanconi anemia complementation group G
TUBB4A     tubulin beta 4A class IVa
FAP        fibroblast activation protein alpha
SCGB3A1    secretoglobin family 3A member 1
TMEM129    transmembrane protein 129
SEPT1      septin 1
SYCP2      synaptonemal complex protein 2
NOD1       nucleotide binding oligomerization domain containing 1
ANAPC10    anaphase promoting complex subunit 10
DLC1       DLC1 Rho GTPase activating protein
NDRG1      N-myc downstream regulated 1
ATRIP      ATR interacting protein
RACK1      receptor for activated C kinase 1
MBTPS2     membrane bound transcription factor peptidase, site 2
NDC80      NDC80 kinetochore complex component
ZNRF3      zinc and ring finger 3
UBR5       ubiquitin protein ligase E3 component n-recognin 5
FCN1       ficolin 1
FCN2       ficolin 2
FAM175A    family with sequence similarity 175 member A
STRADA     STE20-related kinase adaptor alpha
SEPT14     septin 14
PRMT5      protein arginine methyltransferase 5
WNT16      wingless-type MMTV integration site family member 16
ARIH2      ariadne RBR E3 ubiquitin protein ligase 2
TUBGCP3    tubulin gamma complex associated protein 3
FEN1       flap structure-specific endonuclease 1
RBM14      RNA binding motif protein 14
FER        FER tyrosine kinase
ZER1       zyg-11 related, cell cycle regulator
FGF8       fibroblast growth factor 8
FGF10      fibroblast growth factor 10
FGFR1      fibroblast growth factor receptor 1
FGFR2      fibroblast growth factor receptor 2
MAD2L2     MAD2 mitotic arrest deficient-like 2 (yeast)
PRKAG2     protein kinase AMP-activated non-catalytic subunit gamma 2
FHIT       fragile histidine triad
FHL1       four and a half LIM domains 1
SNX9       sorting nexin 9
DCLRE1A    DNA cross-link repair 1A
ZBTB18     zinc finger and BTB domain containing 18
ANAPC5     anaphase promoting complex subunit 5
ANAPC7     anaphase promoting complex subunit 7
UBE2E3     ubiquitin conjugating enzyme E2E 3
RNF138     ring finger protein 138, E3 ubiquitin protein ligase
CREB3      cAMP responsive element binding protein 3
ARAP1      ArfGAP with RhoGAP domain, ankyrin repeat and PH domain 1
LCMT1      leucine carboxyl methyltransferase 1
FOXE3      forkhead box E3
FOXM1      forkhead box M1
CARM1      coactivator associated arginine methyltransferase 1
CHMP4C     charged multivesicular body protein 4C
TRAF7      TNF receptor associated factor 7
UBE2J1     ubiquitin conjugating enzyme E2, J1
RHBDD1     rhomboid domain containing 1
MYBBP1A    MYB binding protein (P160) 1a
FLT3LG     fms related tyrosine kinase 3 ligand
MED10      mediator complex subunit 10
CIB1       calcium and integrin binding 1
SLF1       SMC5-SMC6 complex localization factor 1
KAT5       K(lysine) acetyltransferase 5
IPO8       importin 8
IPO7       importin 7
C9orf114   chromosome 9 open reading frame 114
PITRM1     pitrilysin metallopeptidase 1
EID3       EP300 interacting inhibitor of differentiation 3
FNTB       farnesyltransferase, CAAX box, beta
BATF       basic leucine zipper transcription factor, ATF-like
TRIAP1     TP53 regulated inhibitor of apoptosis 1
DCTN2      dynactin subunit 2
ANP32B     acidic nuclear phosphoprotein 32 family member B
LAMTOR5    late endosomal/lysosomal adaptor, MAPK and MTOR activator 5
SLC25A33   solute carrier family 25 member 33
CHMP5      charged multivesicular body protein 5
GTSE1      G2 and S-phase expressed 1
DTL        denticleless E3 ubiquitin protein ligase homolog
CAPNS2     calpain small subunit 2
ANAPC11    anaphase promoting complex subunit 11
ZC3HC1     zinc finger C3HC-type containing 1
STXBP4     syntaxin binding protein 4
DDI2       DNA damage inducible 1 homolog 2
HBP1       HMG-box transcription factor 1
PDCD2L     programmed cell death 2-like
COLEC10    collectin subfamily member 10
SIRT7      sirtuin 7
CHORDC1    cysteine and histidine rich domain containing 1
CINP       cyclin-dependent kinase 2 interacting protein
RAB1A      RAB1A, member RAS oncogene family
SMC2       structural maintenance of chromosomes 2
USP16      ubiquitin specific peptidase 16
P3H4       prolyl 3-hydroxylase family member 4 (non-enzymatic)
RNF11      ring finger protein 11
TRIM3      tripartite motif containing 3
HEXIM1     hexamethylene bis-acetamide inducible 1
SPAG5      sperm associated antigen 5
RBCK1      RANBP2-type and C3HC4-type zinc finger containing 1
STAMBP     STAM binding protein
TXNIP      thioredoxin interacting protein
CNPPD1     cyclin Pas1/PHO80 domain containing 1
PDPN       podoplanin
TRIM33     tripartite motif containing 33
GAS2L1     growth arrest specific 2 like 1
RGS14      regulator of G-protein signaling 14
NIFK       nucleolar protein interacting with the FHA domain of MKI67
MLH3       mutL homolog 3
KHDRBS1    KH domain containing, RNA binding, signal transduction associated 1
UBE2D4     ubiquitin conjugating enzyme E2D 4 (putative)
CTCF       CCCTC-binding factor (zinc finger protein)
MTOR       mechanistic target of rapamycin (serine/threonine kinase)
CGRRF1     cell growth regulator with ring finger domain 1
CGREF1     cell growth regulator with EF-hand domain 1
RRAGA      Ras-related GTP binding A
ANKRD1     ankyrin repeat domain 1
RUVBL1     RuvB like AAA ATPase 1
TMEM189    transmembrane protein 189
CHMP3      charged multivesicular body protein 3
CDK5RAP1   CDK5 regulatory subunit associated protein 1
MRGPRX2    MAS related GPR family member X2
CORIN      corin, serine peptidase
KBTBD12    kelch repeat and BTB domain containing 12
MTBP       MDM2 binding protein
ASB4       ankyrin repeat and SOCS box containing 4
ADAM2      ADAM metallopeptidase domain 2
RAB11FIP4  RAB11 family interacting protein 4 (class II)
USP39      ubiquitin specific peptidase 39
POLD3      polymerase (DNA-directed), delta 3, accessory subunit
DOT1L      DOT1 like histone H3K79 methyltransferase
LZTS2      leucine zipper, putative tumor suppressor 2
BRSK1      BR serine/threonine kinase 1
SYVN1      synoviolin 1
NUDC       nudC nuclear distribution protein
BBC3       BCL2 binding component 3
YME1L1     YME1 like 1 ATPase
ZMAT1      zinc finger matrin-type 1
PLK4       polo like kinase 4
STAG3      stromal antigen 3
STAG2      stromal antigen 2
HECA       hdc homolog, cell cycle regulator
SMC1B      structural maintenance of chromosomes 1B
PTTG2      pituitary tumor-transforming 2
HEPACAM2   HEPACAM family member 2
MASP2      mannan-binding lectin serine peptidase 2
KCNH5      potassium voltage-gated channel subfamily H member 5
CAPN9      calpain 9
GIPC1      GIPC PDZ domain containing family member 1
CIDEB      cell death-inducing DFFA-like effector b
CAB39      calcium binding protein 39
UIMC1      ubiquitin interaction motif containing 1
ZFP91      ZFP91 zinc finger protein
NUP50      nucleoporin 50kDa
NES        nestin
FBXO40     F-box protein 40
ASCL1      achaete-scute family bHLH transcription factor 1
PLK2       polo like kinase 2
ZMYND11    zinc finger MYND-type containing 11
GAK        cyclin G associated kinase
SPIRE2     spire type actin nucleation factor 2
POP4       POP4 homolog, ribonuclease P/MRP subunit
ARPP19     cAMP regulated phosphoprotein 19kDa
WWOX       WW domain containing oxidoreductase
NEK6       NIMA related kinase 6
MCM8       minichromosome maintenance 8 homologous recombination repair factor
ERAP1      endoplasmic reticulum aminopeptidase 1
TMEM8B     transmembrane protein 8B
CDK12      cyclin-dependent kinase 12
VPS4A      vacuolar protein sorting 4 homolog A (S. cerevisiae)
STRA8      stimulated by retinoic acid 8
STK26      serine/threonine protein kinase 26
SDCCAG8    serologically defined colon cancer antigen 8
SDCCAG3    serologically defined colon cancer antigen 3
GAS1       growth arrest specific 1
GAS2       growth arrest specific 2
GAS6       growth arrest specific 6
ZAK        sterile alpha motif and leucine zipper containing kinase AZK
GATA3      GATA binding protein 3
GATA6      GATA binding protein 6
PARD6G     par-6 family cell polarity regulator gamma
SIK1       salt inducible kinase 1
ASNS       asparagine synthetase (glutamine-hydrolyzing)
RANBP2     RAN binding protein 2
TUBGCP2    tubulin gamma complex associated protein 2
TUBGCP4    tubulin gamma complex associated protein 4
MARK4      microtubule affinity regulating kinase 4
BIRC8      baculoviral IAP repeat containing 8
SSNA1      Sjogren syndrome nuclear autoantigen 1
CHMP2A     charged multivesicular body protein 2A
SESN1      sestrin 1
GEM        GTP binding protein overexpressed in skeletal muscle
RNF115     ring finger protein 115
ADAM28     ADAM metallopeptidase domain 28
GFI1       growth factor independent 1 transcription repressor
JMY        junction mediating and regulatory protein, p53 cofactor
USP20      ubiquitin specific peptidase 20
USP19      ubiquitin specific peptidase 19
PARD6B     par-6 family cell polarity regulator beta
SH3GLB1    SH3-domain GRB2-like endophilin B1
MALT1      MALT1 paracaspase
MMP24      matrix metallopeptidase 24
TINAG      tubulointerstitial nephritis antigen
BLCAP      bladder cancer associated protein
TXNL4A     thioredoxin like 4A
SUGT1      SGT1 homolog, MIS12 kinetochore complex assembly cochaperone
GADD45G    growth arrest and DNA damage inducible gamma
ADAMDEC1   ADAM-like, decysin 1
APEX2      APEX nuclease (apurinic/apyrimidinic endonuclease) 2
DBF4       DBF4 zinc finger
SPIN1      spindlin 1
PBRM1      polybromo 1
TUBG1      tubulin gamma 1
MARVELD1   MARVEL domain containing 1
EHD1       EH domain containing 1
AFG3L2     AFG3-like AAA ATPase 2
POP1       POP1 homolog, ribonuclease P/MRP subunit
PRSS21     protease, serine 21
MCPH1      microcephalin 1
RPS6KA6    ribosomal protein S6 kinase, 90kDa, polypeptide 6
TRIM63     tripartite motif containing 63, E3 ubiquitin protein ligase
BTG3       BTG family member 3
UBE2S      ubiquitin conjugating enzyme E2S
PRPF19     pre-mRNA processing factor 19
OS9        osteosarcoma amplified 9, endoplasmic reticulum lectin
GML        glycosylphosphatidylinositol anchored molecule like
RABGEF1    RAB guanine nucleotide exchange factor (GEF) 1
PPP1R9B    protein phosphatase 1 regulatory subunit 9B
SPATA22    spermatogenesis associated 22
GNAI2      guanine nucleotide binding protein (G protein), alpha inhibiting activity polypeptide 2
GNAI3      guanine nucleotide binding protein (G protein), alpha inhibiting activity polypeptide 3
SGSM3      small G protein signaling modulator 3
BEX2       brain expressed X-linked 2
TRIM72     tripartite motif containing 72, E3 ubiquitin protein ligase
MAPRE2     microtubule associated protein RP/EB family member 2
CCNI       cyclin I
COPS5      COP9 signalosome subunit 5
UBE2Q2     ubiquitin conjugating enzyme E2Q family member 2
GOLGA2     golgin A2
PSRC1      proline/serine-rich coiled-coil 1
SFN        stratifin
KIF2C      kinesin family member 2C
TLK2       tousled like kinase 2
KLK11      kallikrein related peptidase 11
HORMAD2    HORMA domain containing 2
GPR3       G protein-coupled receptor 3
USP30      ubiquitin specific peptidase 30
TDRKH      tudor and KH domain containing
PIM2       Pim-2 proto-oncogene, serine/threonine kinase
GPER1      G protein-coupled estrogen receptor 1
HTRA2      HtrA serine peptidase 2
ZNF645     zinc finger protein 645
EML4       echinoderm microtubule associated protein like 4
WWP1       WW domain containing E3 ubiquitin protein ligase 1
WWP2       WW domain containing E3 ubiquitin protein ligase 2
GRK5       G protein-coupled receptor kinase 5
CNTRL      centriolin
UBE2C      ubiquitin conjugating enzyme E2C
GPS2       G protein pathway suppressor 2
GPX1       glutathione peroxidase 1
TOPBP1     topoisomerase (DNA) II binding protein 1
TRIOBP     TRIO and F-actin binding protein
KLK14      kallikrein related peptidase 14
KLK12      kallikrein related peptidase 12
ADAM30     ADAM metallopeptidase domain 30
ADAM29     ADAM metallopeptidase domain 29
PARD3B     par-3 family cell polarity regulator beta
RFFL       ring finger and FYVE-like domain containing E3 ubiquitin protein ligase
ADAMTS13   ADAM metallopeptidase with thrombospondin type 1 motif 13
ADAMTS8    ADAM metallopeptidase with thrombospondin type 1 motif 8
ADAMTS5    ADAM metallopeptidase with thrombospondin type 1 motif 5
NUPL2      nucleoporin like 2
PRSS23     protease, serine 23
MEI1       meiotic double-stranded break formation protein 1
KATNA1     katanin p60 (ATPase containing) subunit A 1
PRDM5      PR domain 5
CIT        citron rho-interacting serine/threonine kinase
PDIA3      protein disulfide isomerase family A member 3
FGFR1OP    FGFR1 oncogene partner
GSK3B      glycogen synthase kinase 3 beta
GSPT1      G1 to S phase transition 1
ZNF503     zinc finger protein 503
CAPN11     calpain 11
CAPN10     calpain 10
KLHL22     kelch like family member 22
CDC37      cell division cycle 37
UBA7       ubiquitin like modifier activating enzyme 7
RNF165     ring finger protein 165
DMC1       DNA meiotic recombinase 1
PLA2G16    phospholipase A2 group XVI
MSH6       mutS homolog 6
DYRK1A     dual specificity tyrosine phosphorylation regulated kinase 1A
GTF2H1     general transcription factor IIH subunit 1
RNF151     ring finger protein 151
SPPL2A     signal peptide peptidase like 2A
NEURL3     neuralized E3 ubiquitin protein ligase 3
TBRG1      transforming growth factor beta regulator 1
UBE2D3     ubiquitin conjugating enzyme E2D 3
ADAMTS7    ADAM metallopeptidase with thrombospondin type 1 motif 7
ADAMTS6    ADAM metallopeptidase with thrombospondin type 1 motif 6
GSPT2      G1 to S phase transition 2
LZTS1      leucine zipper, putative tumor suppressor 1
WDR6       WD repeat domain 6
RASSF1     Ras association domain family member 1
CEP250     centrosomal protein 250kDa
GZMH       granzyme H
GZMA       granzyme A
GZMB       granzyme B
GZMK       granzyme K
GZMM       granzyme M
CHEK2      checkpoint kinase 2
MASTL      microtubule associated serine/threonine kinase like
H2AFX      H2A histone family member X
ZFYVE19    zinc finger FYVE-type containing 19
ZNRF1      zinc and ring finger 1, E3 ubiquitin protein ligase
ATG4C      autophagy related 4C, cysteine peptidase
H3F3A      H3 histone, family 3A
H3F3B      H3 histone, family 3B (H3.3B)
TAS2R13    taste 2 receptor member 13
MAEL       maelstrom spermatogenic transposon silencer
HABP2      hyaluronan binding protein 2
HSD17B10   hydroxysteroid (17-beta) dehydrogenase 10
MST1L      macrophage stimulating 1-like
UBE2QL1    ubiquitin conjugating enzyme E2Q family like 1
AJUBA      ajuba LIM protein
RNF139     ring finger protein 139
RNF24      ring finger protein 24
LSM10      LSM10, U7 small nuclear RNA associated
ATG4D      autophagy related 4D, cysteine peptidase
HCFC1      host cell factor C1
UBE2V2     ubiquitin conjugating enzyme E2 variant 2
C9orf69    chromosome 9 open reading frame 69
HTT        huntingtin
APITD1     apoptosis-inducing, TAF9-like domain 1
DCTN3      dynactin subunit 3
XPOT       exportin, tRNA
HELLS      helicase, lymphoid-specific
HGF        hepatocyte growth factor
HGFAC      HGF activator
HHEX       hematopoietically expressed homeobox
TRIM68     tripartite motif containing 68
HIC1       hypermethylated in cancer 1
HIP1       huntingtin interacting protein 1
UBE2K      ubiquitin conjugating enzyme E2K
HINT1      histidine triad nucleotide binding protein 1
GINS2      GINS complex subunit 2 (Psf2 homolog)
GORASP1    golgi reassembly stacking protein 1
SMYD1      SET and MYND domain containing 1
BACH2      BTB domain and CNC homolog 2
ECD        ecdysoneless cell cycle regulator
IPO4       importin 4
DIRAS3     DIRAS family GTP binding RAS like 3
CTRC       chymotrypsin C
PHB2       prohibitin 2
TUSC2      tumor suppressor candidate 2
FIGN       fidgetin
OIP5       Opa interacting protein 5
RNF13      ring finger protein 13
HMGA1      high mobility group AT-hook 1
HMMR       hyaluronan mediated motility receptor
NR4A1      nuclear receptor subfamily 4 group A member 1
TRIM6      tripartite motif containing 6
FOXA1      forkhead box A1
HNF4A      hepatocyte nuclear factor 4 alpha
HAUS8      HAUS augmin like complex subunit 8
RINT1      RAD50 interactor 1
POM121C    POM121 transmembrane nucleoporin C
HOXC10     homeobox C10
PRSS53     protease, serine 53
HP         haptoglobin
HPGD       hydroxyprostaglandin dehydrogenase 15-(NAD)
HPN        hepsin
HPR        haptoglobin-related protein
TADA3      transcriptional adaptor 3
FAM76A     family with sequence similarity 76 member A
HRAS       Harvey rat sarcoma viral oncogene homolog
SHPRH      SNF2 histone linker PHD RING helicase, E3 ubiquitin protein ligase
ATR        ATR serine/threonine kinase
PRMT2      protein arginine methyltransferase 2
PRMT1      protein arginine methyltransferase 1
CRADD      CASP2 and RIPK1 domain containing adaptor with death domain
HES1       hes family bHLH transcription factor 1
LSM11      LSM11, U7 small nuclear RNA associated
POC5       POC5 centriolar protein
KLHL34     kelch like family member 34
HSF1       heat shock transcription factor 1
INCA1      inhibitor of CDK, cyclin A1 interacting protein 1
MYO6       myosin VI
HSPA2      heat shock protein family A (Hsp70) member 2
HSPA8      heat shock protein family A (Hsp70) member 8
AVPR1A     arginine vasopressin receptor 1A
SYCE1      synaptonemal complex central element protein 1
HSP90AA1   heat shock protein 90kDa alpha family class A member 1
RAD50      RAD50 double strand break repair protein
HIST1H4I   histone cluster 1, H4i
MIIP       migration and invasion inhibitory protein
HSPD1      heat shock protein family D (Hsp60) member 1
PAPPA2     pappalysin 2
HSPE1      heat shock protein family E (Hsp10) member 1
NEK10      NIMA related kinase 10
HUS1       HUS1 checkpoint clamp component
ICAM1      intercellular adhesion molecule 1
LRSAM1     leucine rich repeat and sterile alpha motif containing 1
ID2        inhibitor of DNA binding 2, dominant negative helix-loop-helix protein
ID3        inhibitor of DNA binding 3, dominant negative helix-loop-helix protein
ID4        inhibitor of DNA binding 4, dominant negative helix-loop-helix protein
SNX33      sorting nexin 33
MIB2       mindbomb E3 ubiquitin protein ligase 2
IDE        insulin degrading enzyme
KLHL5      kelch like family member 5
CFI        complement factor I
IFI16      interferon, gamma-inducible protein 16
IFI27      interferon, alpha-inducible protein 27
TRIM5      tripartite motif containing 5
CEP135     centrosomal protein 135kDa
TAF1L      TATA-box binding protein associated factor 1 like
IFNG       interferon, gamma
IFNW1      interferon, omega 1
MISP       mitotic spindle positioning
IGF1       insulin like growth factor 1
IGF2       insulin like growth factor 2
ADAMTSL5   ADAMTS like 5
CCNB3      cyclin B3
AKAP9      A-kinase anchoring protein 9
RNF213     ring finger protein 213
LRRCC1     leucine rich repeat and coiled-coil centrosomal protein 1
TNKS1BP1   tankyrase 1 binding protein 1
IL1A       interleukin 1 alpha
IL1B       interleukin 1 beta
SEPT10     septin 10
IL4        interleukin 4
IL4R       interleukin 4 receptor
CXCL8      chemokine (C-X-C motif) ligand 8
KLHL17     kelch like family member 17
TRNP1      TMF1-regulated nuclear protein 1
IL12A      interleukin 12A
IL12B      interleukin 12B
TOM1L2     target of myb1 like 2 membrane trafficking protein
TRABD2B    TraB domain containing 2B
BRINP3     bone morphogenetic protein/retinoic acid inducible neural-specific 3
ILK        integrin linked kinase
INCENP     inner centromere protein
ING1       inhibitor of growth family member 1
ING2       inhibitor of growth family member 2
INHA       inhibin alpha
INHBA      inhibin beta A
CXCL10     chemokine (C-X-C motif) ligand 10
PRSS38     protease, serine 38
INS        insulin
PLK5       polo like kinase 5
INSM1      insulinoma associated 1
INSR       insulin receptor
PPP2R3B    protein phosphatase 2 regulatory subunit B'', beta
IPP        intracisternal A particle-promoted polypeptide
ZSWIM2     zinc finger SWIM-type containing 2
IRF1       interferon regulatory factor 1
RAD21L1    RAD21 cohesin complex component like 1
IRF6       interferon regulatory factor 6
ZNF385B    zinc finger protein 385B
BCR        breakpoint cluster region
MSX1       msh homeobox 1
ITGB1      integrin subunit beta 1
JAG2       jagged 2
JAK2       Janus kinase 2
CAPN8      calpain 8
JUN        jun proto-oncogene
JUNB       jun B proto-oncogene
JUND       jun D proto-oncogene
CEP85      centrosomal protein 85kDa
UBE2J2     ubiquitin conjugating enzyme E2, J2
MEI4       meiotic double-stranded break formation protein 4
CCNYL1     cyclin Y like 1
KCNA5      potassium voltage-gated channel subfamily A member 5
ELANE      elastase, neutrophil expressed
KLHL23     kelch like family member 23
PPP1R1C    protein phosphatase 1 regulatory inhibitor subunit 1C
NEK7       NIMA related kinase 7
KEL        Kell blood group, metallo-endopeptidase
KIF2A      kinesin heavy chain member 2A
SENP2      SUMO1/sentrin/SMT3 specific peptidase 2
FOXO3      forkhead box O3
KLK1       kallikrein 1
KLK2       kallikrein related peptidase 2
KLKB1      kallikrein B1
C2orf40    chromosome 2 open reading frame 40
KIF11      kinesin family member 11
KIFC1      kinesin family member C1
KIF25      kinesin family member 25
KIF22      kinesin family member 22
TIPRL      TOR signaling pathway regulator
KPNB1      karyopherin subunit beta 1
KLHL12     kelch like family member 12
TNPO1      transportin 1
IPO5       importin 5
CCSAP      centriole, cilia and spindle associated protein
ACTR8      ARP8 actin-related protein 8 homolog (yeast)
NME6       NME/NM23 nucleoside diphosphate kinase 6
EMD        emerin
KRT18      keratin 18, type I
HDAC3      histone deacetylase 3
HTRA3      HtrA serine peptidase 3
CAMK2N2    calcium/calmodulin-dependent protein kinase II inhibitor 2
STMN1      stathmin 1
LCK        LCK proto-oncogene, Src family tyrosine kinase
RPA1       replication protein A1
PKHD1      polycystic kidney and hepatic disease 1 (autosomal recessive)
TUBE1      tubulin epsilon 1
LEP        leptin
LEF1       lymphoid enhancer binding factor 1
LFNG       LFNG O-fucosylpeptide 3-beta-N-acetylglucosaminyltransferase
LIF        leukemia inhibitory factor
LIG1       ligase I, DNA, ATP-dependent
LIG3       ligase III, DNA, ATP-dependent
LIG4       ligase IV, DNA, ATP-dependent
LIMS1      LIM zinc finger domain containing 1
LLGL2      lethal giant larvae homolog 2 (Drosophila)
LLGL1      lethal giant larvae homolog 1 (Drosophila)
BOK        BCL2-related ovarian killer
LMNA       lamin A/C
LMO7       LIM domain 7
HECTD2     HECT domain containing E3 ubiquitin protein ligase 2
LPA        lipoprotein, Lp(a)
FLNA       filamin A
PER2       period circadian clock 2
PRSS42     protease, serine 42
LRP6       LDL receptor related protein 6
LRP5       LDL receptor related protein 5
LTF        lactotransferrin
ASPRV1     aspartic peptidase, retroviral-like 1
WDSUB1     WD repeat, sterile alpha motif and U-box domain containing 1
MAD2L1     MAD2 mitotic arrest deficient-like 1 (yeast)
SMAD3      SMAD family member 3
TMPRSS11A  transmembrane protease, serine 11A
MAGEA2     MAGE family member A2
SPHK1      sphingosine kinase 1
MAK        male germ cell associated kinase
WDR82      WD repeat domain 82
CACUL1     CDK2 associated cullin domain 1
DCLRE1B    DNA cross-link repair 1B
SPRED2     sprouty-related, EVH1 domain containing 2
TP53INP1   tumor protein p53 inducible nuclear protein 1
MAP4       microtubule associated protein 4
RIDA       reactive intermediate imine deaminase A homolog
MBL2       mannose binding lectin 2
MMP21      matrix metallopeptidase 21
MCM2       minichromosome maintenance complex component 2
MCM3       minichromosome maintenance complex component 3
MCM4       minichromosome maintenance complex component 4
MCM5       minichromosome maintenance complex component 5
MCM6       minichromosome maintenance complex component 6
MCM7       minichromosome maintenance complex component 7
CD46       CD46 molecule
DTX3L      deltex 3 like, E3 ubiquitin ligase
TMPRSS11F  transmembrane protease, serine 11F
ADAM11     ADAM metallopeptidase domain 11
SGOL1      shugoshin-like 1 (S. pombe)
MDM2       MDM2 proto-oncogene, E3 ubiquitin protein ligase
MDM4       MDM4, p53 regulator
PSMA8      proteasome subunit alpha 8
MEF2C      myocyte enhancer factor 2C
ERCC1      excision repair cross-complementation group 1
RAB8A      RAB8A, member RAS oncogene family
NUP54      nucleoporin 54kDa
MEN1       menin 1
MEP1A      meprin A subunit alpha
MEP1B      meprin A subunit beta
PCSK9      proprotein convertase subtilisin/kexin type 9
PEF1       penta-EF-hand domain containing 1
ERF        Ets2 repressor factor
CPNE1      copine 1
RNF168     ring finger protein 168, E3 ubiquitin protein ligase
ZC3H12D    zinc finger CCCH-type containing 12D
MIF        macrophage migration inhibitory factor (glycosylation-inhibiting factor)
CXCL9      chemokine (C-X-C motif) ligand 9
MIPEP      mitochondrial intermediate peptidase
MKI67      marker of proliferation Ki-67
MLF1       myeloid leukemia factor 1
MLH1       mutL homolog 1
STUB1      STIP1 homology and U-box containing protein 1, E3 ubiquitin protein ligase
FOXO4      forkhead box O4
MME        membrane metallo-endopeptidase
MMP1       matrix metallopeptidase 1
MMP2       matrix metallopeptidase 2
MMP3       matrix metallopeptidase 3
MMP7       matrix metallopeptidase 7
MMP8       matrix metallopeptidase 8
MMP9       matrix metallopeptidase 9
MMP10      matrix metallopeptidase 10
MMP11      matrix metallopeptidase 11
MMP12      matrix metallopeptidase 12
MMP13      matrix metallopeptidase 13
MMP14      matrix metallopeptidase 14
MMP15      matrix metallopeptidase 15
MMP16      matrix metallopeptidase 16
MMP17      matrix metallopeptidase 17
MMP19      matrix metallopeptidase 19
MNAT1      MNAT CDK-activating kinase assembly factor 1
MNT        MAX network transcriptional repressor
CCDC67     coiled-coil domain containing 67
MOS        v-mos Moloney murine sarcoma viral oncogene homolog
KBTBD6     kelch repeat and BTB domain containing 6
MRE11A     MRE11 homolog A, double strand break repair nuclease
TUBGCP6    tubulin gamma complex associated protein 6
LAMTOR2    late endosomal/lysosomal adaptor, MAPK and MTOR activator 2
HUS1B      HUS1 checkpoint clamp component B
GIT1       G protein-coupled receptor kinase interacting ArfGAP 1
BTBD18     BTB domain containing 18
TMPRSS11E  transmembrane protease, serine 11E
RGCC       regulator of cell cycle
MCTS1      malignant T-cell amplified sequence 1
NTMT1      N-terminal Xaa-Pro-Lys N-methyltransferase 1
RPS6KA3    ribosomal protein S6 kinase, 90kDa, polypeptide 3
HIPK2      homeodomain interacting protein kinase 2
PIWIL4     piwi-like RNA-mediated gene silencing 4
MSH2       mutS homolog 2
MSH3       mutS homolog 3
MSH4       mutS homolog 4
MSH5       mutS homolog 5
FIGNL1     fidgetin like 1
MARCH6     membrane associated ring-CH-type finger 6
NANOS2     nanos homolog 2 (Drosophila)
ADAM22     ADAM metallopeptidase domain 22
NUPR2      nuclear protein 2, transcriptional regulator
PRKAG3     protein kinase AMP-activated non-catalytic subunit gamma 3
MST1       macrophage stimulating 1
ETS1       v-ets avian erythroblastosis virus E26 oncogene homolog 1
MSX2       msh homeobox 2
CHMP4A     charged multivesicular body protein 4A
GTPBP8     GTP-binding protein 8 (putative)
BABAM1     BRISC and BRCA1 A complex member 1
WDR81      WD repeat domain 81
UBE2T      ubiquitin conjugating enzyme E2T
LAMTOR4    late endosomal/lysosomal adaptor, MAPK and MTOR activator 4
RANGRF     RAN guanine nucleotide release factor
NXT1       nuclear transport factor 2-like export factor 1
PYCARD     PYD and CARD domain containing
FAS        Fas cell surface death receptor
MYLIP      myosin regulatory light chain interacting protein
BRD7       bromodomain containing 7
PRSS50     protease, serine 50
RNF38      ring finger protein 38
RACGAP1    Rac GTPase activating protein 1
UHRF1      ubiquitin-like with PHD and ring finger domains 1
CENPV      centromere protein V
FLCN       folliculin
PLD6       phospholipase D family member 6
ROPN1B     rhophilin associated tail protein 1B
ZNF385C    zinc finger protein 385C
MUC1       mucin 1, cell surface associated
GEN1       GEN1, Holliday junction 5' flap endonuclease
TRIM37     tripartite motif containing 37
MAGEA2B    MAGE family member A2B
MX2        MX dynamin like GTPase 2
C11orf85   chromosome 11 open reading frame 85
MYBL2      v-myb avian myeloblastosis viral oncogene homolog-like 2
MYC        v-myc avian myelocytomatosis viral oncogene homolog
THAP5      THAP domain containing 5
ACER2      alkaline ceramidase 2
KBTBD3     kelch repeat and BTB domain containing 3
GADD45B    growth arrest and DNA damage inducible beta
MYF5       myogenic factor 5
MYF6       myogenic factor 6
RPS27      ribosomal protein S27
MYH9       myosin, heavy chain 9, non-muscle
MYH10      myosin, heavy chain 10, non-muscle
RXFP3      relaxin/insulin-like family peptide receptor 3
STRA13     stimulated by retinoic acid 13
MYOD1      myogenic differentiation 1
MYOG       myogenin (myogenic factor 4)
PPP1R12A   protein phosphatase 1 regulatory subunit 12A
PPP1R12B   protein phosphatase 1 regulatory subunit 12B
RNF19B     ring finger protein 19B
NACA       nascent polypeptide-associated complex alpha subunit
NAIP       NLR family, apoptosis inhibitory protein
NASP       nuclear autoantigenic sperm protein (histone-binding)
NUBP1      nucleotide binding protein 1
NBN        nibrin
RNF187     ring finger protein 187
DDI1       DNA damage inducible 1 homolog 1
HORMAD1    HORMA domain containing 1
SPICE1     spindle and centriole associated protein 1
NEDD4      neural precursor cell expressed, developmentally down-regulated 4, E3 ubiquitin protein ligase
SEPT2      septin 2
NEDD9      neural precursor cell expressed, developmentally down-regulated 9
NELL1      neural EGFL like 1
NEK1       NIMA related kinase 1
NEK2       NIMA related kinase 2
NEK3       NIMA related kinase 3
KBTBD7     kelch repeat and BTB domain containing 7
NEU2       neuraminidase 2 (cytosolic sialidase)
NEUROD1    neuronal differentiation 1
NEUROG1    neurogenin 1
PELO       pelota homolog (Drosophila)
NFATC2     nuclear factor of activated T-cells, cytoplasmic, calcineurin-dependent 2
BHLHA15    basic helix-loop-helix family member a15
USP17L2    ubiquitin specific peptidase 17-like family member 2
NGF        nerve growth factor (beta polypeptide)
NGFR       nerve growth factor receptor
ANAPC16    anaphase promoting complex subunit 16
NKX3-1     NK3 homeobox 1
KLHDC7A    kelch domain containing 7A
HMG20B     high mobility group 20B
MYOCD      myocardin
DIXDC1     DIX domain containing 1
SLC39A5    solute carrier family 39 member 5
CNOT2      CCR4-NOT transcription complex subunit 2
CNOT3      CCR4-NOT transcription complex subunit 3
CNOT4      CCR4-NOT transcription complex subunit 4
NOTCH1     notch 1
NOTCH2     notch 2
NOV        nephroblastoma overexpressed
PGA3       pepsinogen 3, group I (pepsinogen A)
NPAT       nuclear protein, ataxia-telangiectasia locus
NPM1       nucleophosmin (nucleolar phosphoprotein B23, numatrin)
PGA4       pepsinogen 4, group I (pepsinogen A)
UBE2NL     ubiquitin conjugating enzyme E2N-like (gene/pseudogene)
NPPC       natriuretic peptide C
NPR2       natriuretic peptide receptor 2
SLC11A2    solute carrier family 11 member 2
NRDC       nardilysin convertase
GAS2L3     growth arrest specific 2 like 3
YBEY       ybeY metallopeptidase (putative)
S100A9     S100 calcium binding protein A9
MIS18A     MIS18 kinetochore protein A
HECTD4     HECT domain containing E3 ubiquitin protein ligase 4
NUMA1      nuclear mitotic apparatus protein 1
NUP88      nucleoporin 88kDa
RNF222     ring finger protein 222
NUP43      nucleoporin 43kDa
TMPRSS12   transmembrane (C-terminal) protease, serine 12
SKA2       spindle and kinetochore associated complex subunit 2
ARL8A      ADP ribosylation factor like GTPase 8A
FZR1       fizzy/cell division cycle 20 related 1
ODF2       outer dense fiber of sperm tails 2
CHAMP1     chromosome alignment maintaining phosphoprotein 1
OPA1       optic atrophy 1 (autosomal dominant)
TAOK3      TAO kinase 3
SIAH3      siah E3 ubiquitin protein ligase family member 3
NUP98      nucleoporin 98kDa
ORC1       origin recognition complex subunit 1
ORC2       origin recognition complex subunit 2
ORC4       origin recognition complex subunit 4
ORC5       origin recognition complex subunit 5
OSM        oncostatin M
RHBDL1     rhomboid, veinlet-like 1 (Drosophila)
P2RX1      purinergic receptor P2X 1
OPN1MW     opsin 1 (cone pigments), medium-wave-sensitive
PA2G4      proliferation-associated 2G4
SAC3D1     SAC3 domain containing 1
FURIN      furin (paired basic amino acid cleaving enzyme)
PCSK6      proprotein convertase subtilisin/kexin type 6
PAFAH1B1   platelet activating factor acetylhydrolase 1b regulatory subunit 1
UHMK1      U2AF homology motif (UHM) kinase 1
SERPINE1   serpin peptidase inhibitor, clade E (nexin, plasminogen activator inhibitor type 1), member 1
SSSCA1     Sjogren syndrome/scleroderma autoantigen 1
PAK2       p21 protein (Cdc42/Rac)-activated kinase 2
PAPPA      pregnancy-associated plasma protein A, pappalysin 1
PARK2      parkin RBR E3 ubiquitin protein ligase
PAWR       PRKC, apoptosis, WT1, regulator
CEP78      centrosomal protein 78kDa
PAX6       paired box 6
PBX1       pre-B-cell leukemia homeobox 1
ERH        enhancer of rudimentary homolog (Drosophila)
PCM1       pericentriolar material 1
PCNA       proliferating cell nuclear antigen
PCNT       pericentrin
CHMP1A     charged multivesicular body protein 1A
PCSK1      proprotein convertase subtilisin/kexin type 1
PCSK5      proprotein convertase subtilisin/kexin type 5
PCSK2      proprotein convertase subtilisin/kexin type 2
CDK16      cyclin-dependent kinase 16
CDK17      cyclin-dependent kinase 17
CDK18      cyclin-dependent kinase 18
PDCD2      programmed cell death 2
PDE3A      phosphodiesterase 3A
ATRAID     all-trans retinoic acid induced differentiation factor
CAV1       caveolin 1
DUX4       double homeobox 4
REC114     REC114 meiotic recombination protein
PDGFB      platelet derived growth factor subunit B
PDGFRB     platelet derived growth factor receptor beta
PDK2       pyruvate dehydrogenase kinase 2
CRLF3      cytokine receptor-like factor 3
PRC1       protein regulator of cytokinesis 1
TMOD3      tropomodulin 3
E2F7       E2F transcription factor 7
PEX12      peroxisomal biogenesis factor 12
PFDN1      prefoldin subunit 1
WNT4       wingless-type MMTV integration site family member 4
SYCE3      synaptonemal complex central element protein 3
CDK14      cyclin-dependent kinase 14
PGA5       pepsinogen 5, group I (pepsinogen A)
PGC        progastricsin (pepsinogen C)
PGGT1B     protein geranylgeranyltransferase type I subunit beta
TERF2IP    telomeric repeat binding factor 2, interacting protein
GIGYF2     GRB10 interacting GYF protein 2
ABCB1      ATP binding cassette subfamily B member 1
PHEX       phosphate regulating endopeptidase homolog, X-linked
SYF2       SYF2 pre-mRNA-splicing factor
PNPT1      polyribonucleotide nucleotidyltransferase 1
COLEC11    collectin subfamily member 11
SENP1      SUMO1/sentrin specific peptidase 1
AUNIP      aurora kinase A and ninein interacting protein
MIS12      MIS12 kinetochore complex component
FBXL22     F-box and leucine-rich repeat protein 22
CCIN       calicin
PIK3C3     phosphatidylinositol 3-kinase catalytic subunit type 3
ANLN       anillin actin binding protein
PIM1       Pim-1 proto-oncogene, serine/threonine kinase
NUP37      nucleoporin 37kDa
ZNF655     zinc finger protein 655
PIN1       peptidylprolyl cis/trans isomerase, NIMA-interacting 1
PIP        prolactin-induced protein
ANAPC2     anaphase promoting complex subunit 2
CNOT7      CCR4-NOT transcription complex subunit 7
RANGAP1    Ran GTPase activating protein 1
FBXW5      F-box and WD repeat domain containing 5
PKD1       polycystin 1, transient receptor potential channel interacting
PKD2       polycystin 2, transient receptor potential cation channel
SPIN2A     spindlin family member 2A
ANKIB1     ankyrin repeat and IBR domain containing 1
PSMC3IP    PSMC3 interacting protein
CCDC79     coiled-coil domain containing 79
GPSM2      G-protein signaling modulator 2
RNF216     ring finger protein 216
PLAGL1     PLAG1 like zinc finger 1
FAM64A     family with sequence similarity 64 member A
PLAT       plasminogen activator, tissue type
PLAU       plasminogen activator, urokinase
PLG        plasminogen
TMEM109    transmembrane protein 109
PLK1       polo like kinase 1
ADAMTSL4   ADAMTS like 4
PLRG1      pleiotropic regulator 1
GPR132     G protein-coupled receptor 132
IQGAP3     IQ motif containing GTPase activating protein 3
DDX4       DEAD-box helicase 4
PMAIP1     phorbol-12-myristate-13-acetate-induced protein 1
ANAPC4     anaphase promoting complex subunit 4
PML        promyelocytic leukemia
SERTAD1    SERTA domain containing 1
PDZRN4     PDZ domain containing ring finger 4
CCND3      cyclin D3
PRSS46     protease, serine 46
RC3H2      ring finger and CCCH-type domains 2
MDFIC      MyoD family inhibitor domain containing
MAGEL2     MAGE family member L2
CCNG1      cyclin G1
OVCH2      ovochymase 2 (gene/pseudogene)
DNAJA3     DnaJ heat shock protein family (Hsp40) member A3
SLC2A8     solute carrier family 2 member 8
SEPT5      septin 5
SEPT4      septin 4
MMP28      matrix metallopeptidase 28
POLA1      polymerase (DNA directed), alpha 1, catalytic subunit
POLD1      polymerase (DNA directed), delta 1, catalytic subunit
POLD2      polymerase (DNA directed), delta 2, accessory subunit
POLE       polymerase (DNA directed), epsilon, catalytic subunit
POLE2      polymerase (DNA directed), epsilon 2, accessory subunit
CCNT2      cyclin T2
FBXL14     F-box and leucine-rich repeat protein 14
PIBF1      progesterone immunomodulatory binding factor 1
CENPO      centromere protein O
FBXL15     F-box and leucine-rich repeat protein 15
HIST2H4B   histone cluster 2, H4b
RAD9B      RAD9 checkpoint clamp component B
BRCC3      BRCA1/BRCA2-containing complex subunit 3
POU4F1     POU class 4 homeobox 1
FSD1       fibronectin type III and SPRY domain containing 1
INO80      INO80 complex subunit
PPARG      peroxisome proliferator activated receptor gamma
PRSS58     protease, serine 58
PPAT       phosphoribosyl pyrophosphate amidotransferase
MAP10      microtubule associated protein 10
OVCH1      ovochymase 1
PPM1A      protein phosphatase, Mg2+/Mn2+ dependent 1A
PPM1G      protein phosphatase, Mg2+/Mn2+ dependent 1G
PPP1CA     protein phosphatase 1 catalytic subunit alpha
PPP1CB     protein phosphatase 1 catalytic subunit beta
PPP1CC     protein phosphatase 1 catalytic subunit gamma
PPP1R10    protein phosphatase 1 regulatory subunit 10
PPP2CA     protein phosphatase 2 catalytic subunit alpha
PIM3       Pim-3 proto-oncogene, serine/threonine kinase
PPP2R1A    protein phosphatase 2 regulatory subunit A, alpha
PPP2R2A    protein phosphatase 2 regulatory subunit B, alpha
PPP2R4     protein phosphatase 2A regulatory subunit 4
PPP2R5B    protein phosphatase 2 regulatory subunit B', beta
OVOL1      ovo like zinc finger 1
PPP3CA     protein phosphatase 3 catalytic subunit alpha
PPP5C      protein phosphatase 5 catalytic subunit
PPP6C      protein phosphatase 6 catalytic subunit
RANBP3L    RAN binding protein 3 like
PRCC       papillary renal cell carcinoma (translocation-associated)
PRELP      proline/arginine-rich end leucine-rich repeat protein
PREP       prolyl endopeptidase
MARCH5     membrane associated ring-CH-type finger 5
PRIM1      primase, DNA, polypeptide 1 (49kDa)
PRIM2      primase, DNA, polypeptide 2 (58kDa)
PRKAA1     protein kinase AMP-activated catalytic subunit alpha 1
PRKAA2     protein kinase AMP-activated catalytic subunit alpha 2
PRKAB1     protein kinase AMP-activated non-catalytic subunit beta 1
PRKAB2     protein kinase AMP-activated non-catalytic subunit beta 2
PRKACA     protein kinase cAMP-activated catalytic subunit alpha
PRKACB     protein kinase cAMP-activated catalytic subunit beta
PKIA       protein kinase (cAMP-dependent, catalytic) inhibitor alpha
KBTBD13    kelch repeat and BTB domain containing 13
PRKAG1     protein kinase AMP-activated non-catalytic subunit gamma 1
PRKAR1A    protein kinase cAMP-dependent type I regulatory subunit alpha
MPLKIP     M-phase specific PLK1 interacting protein
PRKAR2B    protein kinase cAMP-dependent type II regulatory subunit beta
PRKCA      protein kinase C alpha
PRKCB      protein kinase C beta
PRKCD      protein kinase C delta
PRKCE      protein kinase C epsilon
FOXC1      forkhead box C1
PKN2       protein kinase N2
PRKCQ      protein kinase C theta
PRKDC      protein kinase, DNA-activated, catalytic polypeptide
MAPK1      mitogen-activated protein kinase 1
MAPK3      mitogen-activated protein kinase 3
MAPK4      mitogen-activated protein kinase 4
MAPK6      mitogen-activated protein kinase 6
MAPK7      mitogen-activated protein kinase 7
MAPK9      mitogen-activated protein kinase 9
MAPK13     mitogen-activated protein kinase 13
MAP2K1     mitogen-activated protein kinase kinase 1
MAP2K6     mitogen-activated protein kinase kinase 6
SEC13      SEC13 homolog, nuclear pore and COPII coat complex component
HDAC9      histone deacetylase 9
DNAJC3     DnaJ heat shock protein family (Hsp40) member C3
BTG4       BTG family member 4
PRNP       prion protein
PROC       protein C, inactivator of coagulation factors Va and VIIIa
RNF111     ring finger protein 111
ZBED1      zinc finger BED-type containing 1
NSMCE4A    NSE4 homolog A, SMC5-SMC6 complex component
PROX1      prospero homeobox 1
CENPJ      centromere protein J
DAB2IP     DAB2 interacting protein
BHLHE41    basic helix-loop-helix family member e41
TET2       tet methylcytosine dioxygenase 2
LGMN       legumain
PRSS1      protease, serine 1
PRSS2      protease, serine 2
PRSS3      protease, serine 3
MASP1      mannan-binding lectin serine peptidase 1 (C4/C2 activating component of Ra-reactive factor)
HAUS6      HAUS augmin like complex subunit 6
KLK7       kallikrein related peptidase 7
TMPRSS15   transmembrane protease, serine 15
PRSS8      protease, serine 8
KLK6       kallikrein related peptidase 6
HTRA1      HtrA serine peptidase 1
KLK10      kallikrein related peptidase 10
PRTN3      proteinase 3
KLHL28     kelch like family member 28
PSEN1      presenilin 1
PSEN2      presenilin 2
NDE1       nudE neurodevelopment protein 1
ERCC6L     excision repair cross-complementation group 6 like
NOX5       NADPH oxidase, EF-hand calcium binding domain 5
PSMA1      proteasome subunit alpha 1
PSMA2      proteasome subunit alpha 2
PSMA3      proteasome subunit alpha 3
PSMA4      proteasome subunit alpha 4
PSMA5      proteasome subunit alpha 5
PSMA6      proteasome subunit alpha 6
PSMA7      proteasome subunit alpha 7
PSMB1      proteasome subunit beta 1
PSMB2      proteasome subunit beta 2
PSMB3      proteasome subunit beta 3
PSMB4      proteasome subunit beta 4
PSMB5      proteasome subunit beta 5
PSMB6      proteasome subunit beta 6
PSMB7      proteasome subunit beta 7
PSMB8      proteasome subunit beta 8
SPPL2B     signal peptide peptidase like 2B
PSMB9      proteasome subunit beta 9
PSMB10     proteasome subunit beta 10
PSMC1      proteasome 26S subunit, ATPase 1
PSMC2      proteasome 26S subunit, ATPase 2
PSMC3      proteasome 26S subunit, ATPase 3
PSMC4      proteasome 26S subunit, ATPase 4
PSMC5      proteasome 26S subunit, ATPase 5
PSMC6      proteasome 26S subunit, ATPase 6
PSMD1      proteasome 26S subunit, non-ATPase 1
PSMD2      proteasome 26S subunit, non-ATPase 2
PSMD3      proteasome 26S subunit, non-ATPase 3
PSMD4      proteasome 26S subunit, non-ATPase 4
PSMD5      proteasome 26S subunit, non-ATPase 5
PSMD7      proteasome 26S subunit, non-ATPase 7
PSMD8      proteasome 26S subunit, non-ATPase 8
PSMD9      proteasome 26S subunit, non-ATPase 9
PSMD10     proteasome 26S subunit, non-ATPase 10
PSMD11     proteasome 26S subunit, non-ATPase 11
PSMD12     proteasome 26S subunit, non-ATPase 12
PSMD13     proteasome 26S subunit, non-ATPase 13
PSME1      proteasome activator subunit 1
ASTL       astacin-like metallo-endopeptidase (M12 family)
PTCH1      patched 1
PTEN       phosphatase and tensin homolog
BOD1L2     biorientation of chromosomes in cell division 1 like 2
NSUN2      NOP2/Sun RNA methyltransferase family member 2
KLLN       killin, p53-regulated DNA replication inhibitor
RNF43      ring finger protein 43
PTGS2      prostaglandin-endoperoxide synthase 2
SETMAR     SET domain and mariner transposase fusion gene
TTC19      tetratricopeptide repeat domain 19
CENPN      centromere protein N
PTK6       protein tyrosine kinase 6
SPDL1      spindle apparatus coiled-coil protein 1
CHTF8      chromosome transmission fidelity factor 8
UBE2R2     ubiquitin conjugating enzyme E2R 2
PTPN6      protein tyrosine phosphatase, non-receptor type 6
HAUS4      HAUS augmin like complex subunit 4
PTPN11     protein tyrosine phosphatase, non-receptor type 11
CEP120     centrosomal protein 120kDa
PTPRC      protein tyrosine phosphatase, receptor type C
RNF125     ring finger protein 125, E3 ubiquitin protein ligase
PTPRK      protein tyrosine phosphatase, receptor type K
TXNL4B     thioredoxin like 4B
TIPIN      TIMELESS interacting protein
OR2A4      olfactory receptor family 2 subfamily A member 4
BANP       BTG3 associated nuclear protein
MAMSTR     MEF2 activating motif and SAP domain containing transcriptional regulator
PINX1      PIN2/TERF1 interacting, telomerase inhibitor 1
CYCS       cytochrome c, somatic
KLK9       kallikrein related peptidase 9
AURKAIP1   aurora kinase A interacting protein 1
CDC73      cell division cycle 73
LAMTOR1    late endosomal/lysosomal adaptor, MAPK and MTOR activator 1
HERC6      HECT and RLD domain containing E3 ubiquitin protein ligase family member 6
RNF128     ring finger protein 128, E3 ubiquitin protein ligase
MARCH1     membrane associated ring-CH-type finger 1
MUL1       mitochondrial E3 ubiquitin protein ligase 1
PID1       phosphotyrosine interaction domain containing 1
PHIP       pleckstrin homology domain interacting protein
WDR62      WD repeat domain 62
USP47      ubiquitin specific peptidase 47
RAD9A      RAD9 checkpoint clamp component A
RAD17      RAD17 checkpoint clamp loader component
RAD21      RAD21 cohesin complex component
RAD51      RAD51 recombinase
RAD51C     RAD51 paralog C
RAD51B     RAD51 paralog B
MOK        MOK protein kinase
RAD51D     RAD51 paralog D
RNASEH2B   ribonuclease H2 subunit B
RAG1       recombination activating gene 1
RAG2       recombination activating gene 2
RALA       v-ral simian leukemia viral oncogene homolog A (ras related)
RALB       v-ral simian leukemia viral oncogene homolog B
RAN        RAN, member RAS oncogene family
RANBP1     RAN binding protein 1
EGLN3      egl-9 family hypoxia-inducible factor 3
MAU2       MAU2 sister chromatid cohesion factor
DBF4B      DBF4 zinc finger B
RARA       retinoic acid receptor alpha
CHMP6      charged multivesicular body protein 6
ASZ1       ankyrin repeat, SAM and basic leucine zipper domain containing 1
RNF31      ring finger protein 31
RASA1      RAS p21 protein activator 1
RB1        retinoblastoma 1
HECTD3     HECT domain containing E3 ubiquitin protein ligase 3
KDM5A      lysine demethylase 5A
RBBP4      retinoblastoma binding protein 4
IFT57      intraflagellar transport 57
RBBP6      retinoblastoma binding protein 6
RBBP8      retinoblastoma binding protein 8
RBL1       retinoblastoma-like 1
RBL2       retinoblastoma-like 2
ARHGEF2    Rho/Rac guanine nucleotide exchange factor 2
DDIT4      DNA damage inducible transcript 4
CDC20      cell division cycle 20
SMC6       structural maintenance of chromosomes 6
CENPU      centromere protein U
OPN1LW     opsin 1 (cone pigments), long-wave-sensitive
RDX        radixin
FANCL      Fanconi anemia complementation group L
ZMAT4      zinc finger matrin-type 4
ZYG11B     zyg-11 family member B, cell cycle regulator
REN        renin
CEP192     centrosomal protein 192kDa
DYNLL1     dynein, light chain, LC8-type 1
C11orf80   chromosome 11 open reading frame 80
UPF1       UPF1 regulator of nonsense transcripts homolog (yeast)
PRKRIP1    PRKR interacting protein 1 (IL11 inducible)
RET        ret proto-oncogene
RFC1       replication factor C subunit 1
RFC2       replication factor C subunit 2
RFC3       replication factor C subunit 3
RFC4       replication factor C subunit 4
RFC5       replication factor C subunit 5
CHMP4B     charged multivesicular body protein 4B
TRIM27     tripartite motif containing 27
KLHL38     kelch like family member 38
PRSS48     protease, serine 48
HAUS2      HAUS augmin like complex subunit 2
CDCA8      cell division cycle associated 8
THAP1      THAP domain containing, apoptosis associated protein 1
SUV39H2    suppressor of variegation 3-9 homolog 2
RGS2       regulator of G-protein signaling 2
RGS12      regulator of G-protein signaling 12
E2F8       E2F transcription factor 8
RFWD3      ring finger and WD repeat domain 3
RHEB       Ras homolog enriched in brain
CEP55      centrosomal protein 55kDa
CENPQ      centromere protein Q
MSL2       male-specific lethal 2 homolog (Drosophila)
PRMT6      protein arginine methyltransferase 6
ADGB       androglobin
ZNF385D    zinc finger protein 385D
RNF220     ring finger protein 220
RIF1       replication timing regulatory factor 1
PSMG2      proteasome (prosome, macropain) assembly chaperone 2
NABP2      nucleic acid binding protein 2
RNF34      ring finger protein 34, E3 ubiquitin protein ligase
RNF2       ring finger protein 2
APPL2      adaptor protein, phosphotyrosine interaction, PH domain and leucine zipper containing 2
RNF4       ring finger protein 4
RNF5       ring finger protein 5, E3 ubiquitin protein ligase
RNF6       ring finger protein (C3H2C3 type) 6
ARL8B      ADP ribosylation factor like GTPase 8B
KLHL36     kelch like family member 36
RCBTB1     RCC1 and BTB domain containing protein 1
FBXO31     F-box protein 31
KLHDC8A    kelch domain containing 8A
TRIM62     tripartite motif containing 62
SHOX2      short stature homeobox 2
SNX18      sorting nexin 18
VHLL       von Hippel-Lindau tumor suppressor-like
KIF15      kinesin family member 15
UBA6       ubiquitin like modifier activating enzyme 6
STEAP3     STEAP3 metalloreductase
ROBO1      roundabout guidance receptor 1
SPRED1     sprouty-related, EVH1 domain containing 1
SIAH1      siah E3 ubiquitin protein ligase 1
YY1AP1     YY1 associated protein 1
EIF2AK4    eukaryotic translation initiation factor 2 alpha kinase 4
KDM8       lysine demethylase 8
RNF122     ring finger protein 122
RPA2       replication protein A2
RPA3       replication protein A3
CSPP1      centrosome and spindle pole associated protein 1
CDK5       cyclin-dependent kinase 5
NEK11      NIMA related kinase 11
UBE2W      ubiquitin conjugating enzyme E2W (putative)
BORA       bora, aurora kinase A activator
FBXW7      F-box and WD repeat domain containing 7
KLHL26     kelch like family member 26
CBLL1      Cbl proto-oncogene like 1, E3 ubiquitin protein ligase
RNF121     ring finger protein 121
THSD4      thrombospondin type 1 domain containing 4
CDK9       cyclin-dependent kinase 9
MAP9       microtubule associated protein 9
MCMBP      minichromosome maintenance complex binding protein
MIS18BP1   MIS18 binding protein 1
NUP85      nucleoporin 85kDa
NOLC1      nucleolar and coiled-body phosphoprotein 1
MNS1       meiosis specific nuclear structural 1
EXD1       exonuclease 3'-5' domain containing 1
FBXL8      F-box and leucine-rich repeat protein 8
RPS3       ribosomal protein S3
RPS6       ribosomal protein S6
RPS6KA1    ribosomal protein S6 kinase, 90kDa, polypeptide 1
RPS6KA2    ribosomal protein S6 kinase, 90kDa, polypeptide 2
ADAM32     ADAM metallopeptidase domain 32
RPS6KB1    ribosomal protein S6 kinase, 70kDa, polypeptide 1
HJURP      Holliday junction recognition protein
RPS15A     ribosomal protein S15a
CTRB2      chymotrypsinogen B2
PIDD1      p53-induced death domain protein 1
CEP76      centrosomal protein 76kDa
JADE1      jade family PHD finger 1
RPS27A     ribosomal protein S27a
MCM10      minichromosome maintenance 10 replication initiation factor
RRM1       ribonucleotide reductase catalytic subunit M1
RRM2       ribonucleotide reductase regulatory subunit M2
CLIP1      CAP-Gly domain containing linker protein 1
DSN1       DSN1 homolog, MIS12 kinetochore complex component
RYR1       ryanodine receptor 1
EHD2       EH domain containing 2
SORT1      sortilin 1
PIK3R4     phosphoinositide-3-kinase regulatory subunit 4
S100A8     S100 calcium binding protein A8
C19orf68   chromosome 19 open reading frame 68
STRADB     STE20-related kinase adaptor beta
CAMK2N1    calcium/calmodulin-dependent protein kinase II inhibitor 1
MAPK12     mitogen-activated protein kinase 12
CEP164     centrosomal protein 164kDa
PARL       presenilin associated, rhomboid-like
USP12      ubiquitin specific peptidase 12
ADAMTS20   ADAM metallopeptidase with thrombospondin type 1 motif 20
CYFIP2     cytoplasmic FMR1 interacting protein 2
H2AFY2     H2A histone family member Y2
SGOL2      shugoshin-like 2 (S. pombe)
SMPD3      sphingomyelin phosphodiesterase 3
TRIM36     tripartite motif containing 36
RNF145     ring finger protein 145
FEM1A      fem-1 homolog a (C. elegans)
C15orf43   chromosome 15 open reading frame 43
SDCBP      syndecan binding protein
RBM38      RNA binding motif protein 38
VCPIP1     valosin containing protein (p97)/p47 complex interacting protein 1
KLK15      kallikrein related peptidase 15
APH1A      aph-1 homolog A, gamma secretase subunit
HAUS7      HAUS augmin like complex subunit 7
ZNF703     zinc finger protein 703
TRABD2A    TraB domain containing 2A
ZYG11A     zyg-11 family member A, cell cycle regulator
MAPKAPK2   mitogen-activated protein kinase-activated protein kinase 2
CLCA4      chloride channel accessory 4
CNOT11     CCR4-NOT transcription complex subunit 11
SFPQ       splicing factor proline/glutamine-rich
SFRP1      secreted frizzled-related protein 1
KLHL10     kelch like family member 10
CENPT      centromere protein T
ATF5       activating transcription factor 5
SRSF5      serine/arginine-rich splicing factor 5
UBE2Q1     ubiquitin conjugating enzyme E2Q family member 1
PHLDA1     pleckstrin homology like domain family A member 1
CTC1       CTS telomere maintenance complex component 1
PUF60      poly(U) binding splicing factor 60KDa
SGK1       serum/glucocorticoid regulated kinase 1
SPSB1      splA/ryanodine receptor domain and SOCS box containing 1
RNF44      ring finger protein 44
CEP290     centrosomal protein 290kDa
TUBB       tubulin beta class I
BEX3       brain expressed X-linked 3
VASH1      vasohibin 1
PRR5       proline rich 5
TASP1      taspase 1
PRSS55     protease, serine 55
RNF149     ring finger protein 149
SHH        sonic hedgehog
ICK        intestinal cell (MAK-like) kinase
FBXO11     F-box protein 11
PRSS33     protease, serine 33
SIAH2      siah E3 ubiquitin protein ligase 2
G2E3       G2/M-phase specific E3 ubiquitin protein ligase
PYDC1      PYD (pyrin domain) containing 1
NAA50      N(alpha)-acetyltransferase 50, NatE catalytic subunit
STIL       SCL/TAL1 interrupting locus
HTRA4      HtrA serine peptidase 4
SIPA1      signal-induced proliferation-associated 1
SIX3       SIX homeobox 3
SKI        SKI proto-oncogene
SKIL       SKI-like proto-oncogene
SKP1       S-phase kinase-associated protein 1
SKP2       S-phase kinase-associated protein 2, E3 ubiquitin protein ligase
UBOX5      U-box domain containing 5
RNF126     ring finger protein 126
ZNF365     zinc finger protein 365
PRPF40A    pre-mRNA processing factor 40 homolog A
URGCP      upregulator of cell proliferation
CARD8      caspase recruitment domain family member 8
NUP35      nucleoporin 35kDa
CEP63      centrosomal protein 63kDa
SIRT2      sirtuin 2
SLC6A4     solute carrier family 6 (neurotransmitter transporter), member 4
MAPRE1     microtubule associated protein RP/EB family member 1
KIFAP3     kinesin associated protein 3
NCAPG2     non-SMC condensin II complex subunit G2
MAPRE3     microtubule associated protein RP/EB family member 3
PLA2R1     phospholipase A2 receptor 1
UBE2O      ubiquitin conjugating enzyme E2O
CDK5RAP3   CDK5 regulatory subunit associated protein 3
IPO9       importin 9
NDC1       NDC1 transmembrane nucleoporin
SNW1       SNW domain containing 1
SLF2       SMC5-SMC6 complex localization factor 2
P2RX2      purinergic receptor P2X 2
TRIM32     tripartite motif containing 32
ASUN       asunder spermatogenesis regulator
CHTF18     chromosome transmission fidelity factor 18
KLHL15     kelch like family member 15
TPX2       TPX2, microtubule-associated
CHFR       checkpoint with forkhead and ring finger domains, E3 ubiquitin protein ligase
PAXIP1     PAX interacting (with transcription-activation domain) protein 1
CEP70      centrosomal protein 70kDa
NUP133     nucleoporin 133kDa
HLTF       helicase-like transcription factor
CCAR1      cell division cycle and apoptosis regulator 1
SMARCB1    SWI/SNF related, matrix associated, actin dependent regulator of chromatin, subfamily b, member 1
SEPT11     septin 11
DMRTC2     DMRT like family C2
CDK5RAP2   CDK5 regulatory subunit associated protein 2
ADAM33     ADAM metallopeptidase domain 33
SMARCE1    SWI/SNF related, matrix associated, actin dependent regulator of chromatin, subfamily e, member 1
WDR12      WD repeat domain 12
SMO        smoothened, frizzled class receptor
CEP131     centrosomal protein 131kDa
CEP152     centrosomal protein 152kDa
NLRP1      NLR family, pyrin domain containing 1
SNAI1      snail family zinc finger 1
REEP4      receptor accessory protein 4
PRR11      proline rich 11
SNCA       synuclein alpha
CLSPN      claspin
KIF13A     kinesin family member 13A
FBXO21     F-box protein 21
CDCA5      cell division cycle associated 5
TXLNG      taxilin gamma
PDZRN3     PDZ domain containing ring finger 3
MYO16      myosin XVI
PCID2      PCI domain containing 2
KDM1A      lysine demethylase 1A
PIWIL3     piwi-like RNA-mediated gene silencing 3
SOD1       superoxide dismutase 1, soluble
USP33      ubiquitin specific peptidase 33
CAPN15     calpain 15
MITD1      microtubule interacting and trafficking domain containing 1
CEP72      centrosomal protein 72kDa
XPO7       exportin 7
SOX2       SRY-box 2
SOX4       SRY-box 4
PDS5B      PDS5 cohesin associated factor B
SOX11      SRY-box 11
SOX15      SRY-box 15
RNF130     ring finger protein 130
SP100      SP100 nuclear antigen
CAPN14     calpain 14
WAPL       WAPL cohesin release factor
SETX       senataxin
SPAST      spastin
SPG7       spastic paraplegia 7 (pure and complicated autosomal recessive)
HECW1      HECT, C2 and WW domain containing E3 ubiquitin protein ligase 1
PPP2R2D    protein phosphatase 2 regulatory subunit B, delta
TRIM35     tripartite motif containing 35
KIZ        kizuna centrosomal protein
SPTBN1     spectrin beta, non-erythrocytic 1
CDK19      cyclin-dependent kinase 19
SRC        SRC proto-oncogene, non-receptor tyrosine kinase
TSPYL2     TSPY-like 2
PRSS22     protease, serine 22
PBK        PDZ binding kinase
PERP       PERP, TP53 apoptosis effector
MMP27      matrix metallopeptidase 27
CUL9       cullin 9
SRPK2      SRSF protein kinase 2
XPO4       exportin 4
TRIM21     tripartite motif containing 21
CLASP2     cytoplasmic linker associated protein 2
POGZ       pogo transposable element with ZNF domain
STOX1      storkhead box 1
PHF8       PHD finger protein 8
TYSND1     trypsin domain containing 1
KMT2E      lysine methyltransferase 2E
SMC5       structural maintenance of chromosomes 5
CENPI      centromere protein I
ANKLE2     ankyrin repeat and LEM domain containing 2
RNF217     ring finger protein 217
CENPK      centromere protein K
ERBIN      erbb2 interacting protein
ST14       suppression of tumorigenicity 14
SEPT6      septin 6
STAT3      signal transducer and activator of transcription 3 (acute-phase response factor)
WDR43      WD repeat domain 43
RRAGC      Ras-related GTP binding C
GJD4       gap junction protein delta 4
CCNY       cyclin Y
NUP205     nucleoporin 205kDa
XPO5       exportin 5
ZWILCH     zwilch kinetochore protein
NEK4       NIMA related kinase 4
FAM175B    family with sequence similarity 175 member B
AURKA      aurora kinase A
LPIN1      lipin 1
CDKL5      cyclin dependent kinase like 5
STK10      serine/threonine kinase 10
STK11      serine/threonine kinase 11
AURKC      aurora kinase C
LIN37      lin-37 DREAM MuvB core complex component
KLHL9      kelch like family member 9
NCAPG      non-SMC condensin I complex subunit G
ATG4B      autophagy related 4B, cysteine peptidase
FBXL7      F-box and leucine-rich repeat protein 7
SEPT3      septin 3
PSME4      proteasome activator subunit 4
NINL       ninein like
HIST4H4    histone cluster 4, H4
PMPCA      peptidase (mitochondrial processing) alpha
KLHL7      kelch like family member 7
RRS1       ribosome biogenesis regulator homolog
SUPT5H     SPT5 homolog, DSIF elongation factor subunit
XPO6       exportin 6
DTX4       deltex 4, E3 ubiquitin ligase
SUV39H1    suppressor of variegation 3-9 homolog 1
SVIL       supervillin
NUP210     nucleoporin 210kDa
RHBDL3     rhomboid, veinlet-like 3 (Drosophila)
SYCP1      synaptonemal complex protein 1
ADAMTS15   ADAM metallopeptidase with thrombospondin type 1 motif 15
ADAMTS16   ADAM metallopeptidase with thrombospondin type 1 motif 16
ADAMTS17   ADAM metallopeptidase with thrombospondin type 1 motif 17
PLCB1      phospholipase C beta 1
SMARCD3    SWI/SNF related, matrix associated, actin dependent regulator of chromatin, subfamily d, member 3
PDS5A      PDS5 cohesin associated factor A
NUP107     nucleoporin 107kDa
BOP1       block of proliferation 1
TACC1      transforming acidic coiled-coil containing protein 1
ADAM17     ADAM metallopeptidase domain 17
TAF1       TATA-box binding protein associated factor 1
TAF2       TATA-box binding protein associated factor 2
PJA1       praja ring finger ubiquitin ligase 1
TAF6       TATA-box binding protein associated factor 6
MLST8      MTOR associated protein, LST8 homolog
TAL1       T-cell acute lymphocytic leukemia 1
SPPL2C     signal peptide peptidase like 2C
NUP160     nucleoporin 160kDa
TBX1       T-box 1
RNF208     ring finger protein 208
FBXW11     F-box and WD repeat domain containing 11
TBX2       T-box 2
KLHL4      kelch like family member 4
MGRN1      mahogunin ring finger 1, E3 ubiquitin protein ligase
UBR2       ubiquitin protein ligase E3 component n-recognin 2
CHMP1B     charged multivesicular body protein 1B
TBX3       T-box 3
TCF3       transcription factor 3
TCF7L2     transcription factor 7 like 2
TRIM2      tripartite motif containing 2
PAPD5      PAP associated domain containing 5
USP22      ubiquitin specific peptidase 22
NEDD4L     neural precursor cell expressed, developmentally down-regulated 4-like, E3 ubiquitin protein ligase
TTC28      tetratricopeptide repeat domain 28
CLASP1     cytoplasmic linker associated protein 1
ASB2       ankyrin repeat and SOCS box containing 2
RGPD8      RANBP2-like and GRIP domain containing 8
SMCHD1     structural maintenance of chromosomes flexible hinge domain containing 1
UBR4       ubiquitin protein ligase E3 component n-recognin 4
SUN1       Sad1 and UNC84 domain containing 1
RNF212     ring finger protein 212
RNF25      ring finger protein 25
SPPL3      signal peptide peptidase like 3
OBSL1      obscurin-like 1
RFWD2      ring finger and WD repeat domain 2, E3 ubiquitin protein ligase
PPP1R13B   protein phosphatase 1 regulatory subunit 13B
DYNLT3     dynein, light chain, Tctex-type 3
DYNLT1     dynein, light chain, Tctex-type 1
RRP8       ribosomal RNA processing 8, methyltransferase, homolog (yeast)
AZI2       5-azacytidine induced 2
SPECC1L    sperm antigen with calponin homology and coiled-coil domains 1-like
NCSTN      nicastrin
TEX15      testis expressed 15
TEX14      testis expressed 14
RNF175     ring finger protein 175
TEX12      testis expressed 12
TEX11      testis expressed 11
NSMCE3     NSE3 homolog, SMC5-SMC6 complex component
TEP1       telomerase associated protein 1
TERF1      telomeric repeat binding factor (NIMA-interacting) 1
TERF2      telomeric repeat binding factor 2
CTDNEP1    CTD nuclear envelope phosphatase 1
TFAP4      transcription factor AP-4 (activating enhancer binding protein 4)
NR2F2      nuclear receptor subfamily 2 group F member 2
TFDP1      transcription factor Dp-1
TFDP2      transcription factor Dp-2 (E2F dimerization partner 2)
ITGB3BP    integrin subunit beta 3 binding protein
TGFA       transforming growth factor alpha
TGFB1      transforming growth factor beta 1
TGFB2      transforming growth factor beta 2
CNOT1      CCR4-NOT transcription complex subunit 1
TPSD1      tryptase delta 1
B9D2       B9 protein domain 2
ZMAT3      zinc finger matrin-type 3
DDIAS      DNA damage induced apoptosis suppressor
TGM1       transglutaminase 1
CELA3B     chymotrypsin like elastase family member 3B
AKTIP      AKT interacting protein
THBS1      thrombospondin 1
THOP1      thimet oligopeptidase 1
KLHL25     kelch like family member 25
THRA       thyroid hormone receptor, alpha
KIF3B      kinesin family member 3B
TIMP2      TIMP metallopeptidase inhibitor 2
NACC2      NACC family member 2
CAPN7      calpain 7
BRD4       bromodomain containing 4
TLL2       tolloid like 2
PES1       pescadillo ribosomal biogenesis factor 1
NR2E1      nuclear receptor subfamily 2 group E member 1
RNF20      ring finger protein 20
NANOS3     nanos homolog 3 (Drosophila)
TAS1R2     taste 1 receptor member 2
TMPRSS2    transmembrane protease, serine 2
MACF1      microtubule-actin crosslinking factor 1
ZFYVE26    zinc finger FYVE-type containing 26
TNF        tumor necrosis factor
TNFAIP1    TNF alpha induced protein 1
NUP188     nucleoporin 188kDa
TNFAIP3    TNF alpha induced protein 3
SCRIB      scribbled planar cell polarity protein
SPIDR      scaffolding protein involved in DNA repair
MORC3      MORC family CW-type zinc finger 3
PARD3      par-3 family cell polarity regulator
SON        SON DNA binding protein
SKA1       spindle and kinetochore associated complex subunit 1
RNF180     ring finger protein 180
TOP1       topoisomerase (DNA) I
TOP2A      topoisomerase (DNA) II alpha
TPSB2      tryptase beta 2 (gene/pseudogene)
TOP3A      topoisomerase (DNA) III alpha
TP53       tumor protein p53
TP53BP1    tumor protein p53 binding protein 1
TP53BP2    tumor protein p53 binding protein 2
TP73       tumor protein p73
TPD52L1    tumor protein D52-like 1
CDK20      cyclin-dependent kinase 20
CENPM      centromere protein M
TPP2       tripeptidyl peptidase II
TPR        translocated promoter region, nuclear basket protein
GTPBP4     GTP binding protein 4
TPSAB1     tryptase alpha/beta 1
ADAMTS19   ADAM metallopeptidase with thrombospondin type 1 motif 19
NR2C2      nuclear receptor subfamily 2 group C member 2
ZNF346     zinc finger protein 346
TRAF2      TNF receptor associated factor 2
TRAF3      TNF receptor associated factor 3
TRAF5      TNF receptor associated factor 5
TRAF6      TNF receptor associated factor 6
CASP14     caspase 14
CCNDBP1    cyclin D-type binding-protein 1
SOX9       SRY-box 9
ORC6       origin recognition complex subunit 6
ORC3       origin recognition complex subunit 3
CD2AP      CD2-associated protein
MKRN1      makorin ring finger protein 1
CEP57L1    centrosomal protein 57kDa-like 1
PHLDA3     pleckstrin homology like domain family A member 3
KLHDC7B    kelch domain containing 7B
BACE1      beta-site APP-cleaving enzyme 1
DSCC1      DNA replication and sister chromatid cohesion 1
CBLC       Cbl proto-oncogene C, E3 ubiquitin protein ligase
SPO11      SPO11 meiotic protein covalently bound to DSB
TMPRSS5    transmembrane protease, serine 5
TSC1       tuberous sclerosis 1
TSC2       tuberous sclerosis 2
TSG101     tumor susceptibility 101
NUP62      nucleoporin 62kDa
RABGAP1    RAB GTPase activating protein 1
SUSD2      sushi domain containing 2
PPP1R15A   protein phosphatase 1 regulatory subunit 15A
POLA2      polymerase (DNA directed), alpha 2, accessory subunit
TTC3       tetratricopeptide repeat domain 3
SEPN1      selenoprotein N, 1
TTK        TTK protein kinase
TTN        titin
TUBA4A     tubulin alpha 4a
PRSS36     protease, serine 36
F3         coagulation factor III, tissue factor
CMA1       chymase 1, mast cell
PIK3IP1    phosphoinositide-3-kinase interacting protein 1
TYMS       thymidylate synthetase
TUBB1      tubulin beta 1 class VI
HEPACAM    hepatic and glial cell adhesion molecule
ASPM       abnormal spindle microtubule assembly
UBA52      ubiquitin A-52 residue ribosomal protein fusion product 1
UBB        ubiquitin B
UBC        ubiquitin C
UBA1       ubiquitin like modifier activating enzyme 1
KLHL24     kelch like family member 24
UBE2A      ubiquitin conjugating enzyme E2A
UBE2B      ubiquitin conjugating enzyme E2B
UBE2D1     ubiquitin conjugating enzyme E2D 1
UBE2D2     ubiquitin conjugating enzyme E2D 2
RPRM       reprimo, TP53 dependent G2 arrest mediator candidate
UBE2E1     ubiquitin conjugating enzyme E2E 1
UBE2E2     ubiquitin conjugating enzyme E2E 2
UBE2G1     ubiquitin conjugating enzyme E2G 1
UBE2G2     ubiquitin conjugating enzyme E2G 2
UBE2H      ubiquitin conjugating enzyme E2H
UBE2I      ubiquitin conjugating enzyme E2I
DIS3L2     DIS3 like 3'-5' exoribonuclease 2
UBE2L3     ubiquitin conjugating enzyme E2L 3
UBE2N      ubiquitin conjugating enzyme E2N
UBE2V1     ubiquitin conjugating enzyme E2 variant 1
UBE3A      ubiquitin protein ligase E3A
ANAPC1     anaphase promoting complex subunit 1
UCHL1      ubiquitin C-terminal hydrolase L1
TDRD1      tudor domain containing 1
MED11      mediator complex subunit 11
TMPRSS3    transmembrane protease, serine 3
EID1       EP300 interacting inhibitor of differentiation 1
NLE1       notchless homolog 1 (Drosophila)
MEPCE      methylphosphate capping enzyme
UNKL       unkempt family like zinc finger
PPIL2      peptidylprolyl isomerase like 2
UQCRC1     ubiquinol-cytochrome c reductase core protein I
UQCRC2     ubiquinol-cytochrome c reductase core protein II
MMP26      matrix metallopeptidase 26
RTEL1      regulator of telomere elongation helicase 1
USP1       ubiquitin specific peptidase 1
SPIN2B     spindlin family member 2B
BCL2L13    BCL2 like 13
MTCH1      mitochondrial carrier 1
UVRAG      UV radiation resistance associated
SMURF2     SMAD specific E3 ubiquitin protein ligase 2
SMYD3      SET and MYND domain containing 3
TEX19      testis expressed 19
VCP        valosin containing protein
ZNF268     zinc finger protein 268
VHL        von Hippel-Lindau tumor suppressor, E3 ubiquitin protein ligase
EZR        ezrin
AEN        apoptosis enhancing nuclease
VRK1       vaccinia related kinase 1
RNF152     ring finger protein 152
CYP26B1    cytochrome P450 family 26 subfamily B member 1
PRSS57     protease, serine 57
SEPT9      septin 9
DIABLO     diablo, IAP-binding mitochondrial protein
WEE1       WEE1 G2 checkpoint kinase
WNT5A      wingless-type MMTV integration site family member 5A
WNT10B     wingless-type MMTV integration site family member 10B
WNT9A      wingless-type MMTV integration site family member 9A
WRN        Werner syndrome RecQ like helicase
XBP1       X-box binding protein 1
BCCIP      BRCA2 and CDKN1A interacting protein
TMPRSS4    transmembrane protease, serine 4
XDH        xanthine dehydrogenase
XK         X-linked Kx blood group
FBXL2      F-box and leucine-rich repeat protein 2
XPC        xeroderma pigmentosum, complementation group C
XPO1       exportin 1
NABP1      nucleic acid binding protein 1
XRCC2      X-ray repair complementing defective repair in Chinese hamster cells 2
XRCC3      X-ray repair complementing defective repair in Chinese hamster cells 3
NRIP3      nuclear receptor interacting protein 3
NSMCE2     NSE2/MMS21 homolog, SMC5-SMC6 complex SUMO ligase
YWHAE      tyrosine 3-monooxygenase/tryptophan 5-monooxygenase activation protein, epsilon
YWHAG      tyrosine 3-monooxygenase/tryptophan 5-monooxygenase activation protein, gamma
SRI        sorcin
KBTBD8     kelch repeat and BTB domain containing 8
RANBP17    RAN binding protein 17
DNER       delta/notch like EGF repeat containing
OPN1MW2    opsin 1 (cone pigments), medium-wave-sensitive 2
ZNF16      zinc finger protein 16
SRF        serum response factor
SMARCA4    SWI/SNF related, matrix associated, actin dependent regulator of chromatin, subfamily a, member 4
RPA4       replication protein A4
PRSS47     protease, serine 47
TRIM9      tripartite motif containing 9
CENPH      centromere protein H
FBXO43     F-box protein 43
FMN2       formin 2
UBR3       ubiquitin protein ligase E3 component n-recognin 3 (putative)
MRPL41     mitochondrial ribosomal protein L41
KIF18B     kinesin family member 18B
BCOR       BCL6 corepressor
RAD18      RAD18, E3 ubiquitin protein ligase
TRIM25     tripartite motif containing 25
ZBTB17     zinc finger and BTB domain containing 17
COL4A3     collagen type IV alpha 3
TDRD9      tudor domain containing 9
CDK15      cyclin-dependent kinase 15
SIX4       SIX homeobox 4
RNF112     ring finger protein 112
MDM1       Mdm1 nuclear protein
NOL6       nucleolar protein 6
C8orf4     chromosome 8 open reading frame 4
MEIKIN     meiotic kinetochore factor
CDK11A     cyclin-dependent kinase 11A
RNF114     ring finger protein 114
KIF4A      kinesin family member 4A
SPIRE1     spire type actin nucleation factor 1
ZNF207     zinc finger protein 207
CDIP1      cell death-inducing p53 target 1
SSTR5      somatostatin receptor 5
SMARCAD1   SWI/SNF-related, matrix-associated actin-dependent regulator of chromatin, subfamily a, containing DEAD/H box 1
ZNF318     zinc finger protein 318
HM13       histocompatibility (minor) 13
BIN3       bridging integrator 3
KCTD11     potassium channel tetramerization domain containing 11
INTS3      integrator complex subunit 3
EXOSC9     exosome component 9
SMYD2      SET and MYND domain containing 2
PTP4A1     protein tyrosine phosphatase type IVA, member 1
LILRB1     leukocyte immunoglobulin like receptor B1
EVI5       ecotropic viral integration site 5
GDPD5      glycerophosphodiester phosphodiesterase domain containing 5
AKAP8L     A-kinase anchoring protein 8 like
PRDM9      PR domain 9
TRIM11     tripartite motif containing 11
BTG2       BTG family member 2
C10orf99   chromosome 10 open reading frame 99
NDEL1      nudE neurodevelopment protein 1 like 1
ALMS1      ALMS1, centrosome and basal body associated protein
RCC2       regulator of chromosome condensation 2
RNF103     ring finger protein 103
RSPH1      radial spoke head 1 homolog (Chlamydomonas)
TUBA1A     tubulin alpha 1a
ADAMTS9    ADAM metallopeptidase with thrombospondin type 1 motif 9
PDCD4      programmed cell death 4 (neoplastic transformation inhibitor)
LMLN       leishmanolysin like peptidase
KLHL20     kelch like family member 20
CCNL1      cyclin L1
USP7       ubiquitin specific peptidase 7 (herpes virus-associated)
IMMP1L     inner mitochondrial membrane peptidase subunit 1
FAM83D     family with sequence similarity 83 member D
SLBP       stem-loop binding protein
CAB39L     calcium binding protein 39 like
CDT1       chromatin licensing and DNA replication factor 1
STAT5B     signal transducer and activator of transcription 5B
NLRP2P     NLR family, pyrin domain containing 2 pseudogene
ADAMTS2    ADAM metallopeptidase with thrombospondin type 1 motif 2
PCBP4      poly(rC) binding protein 4
BAG6       BCL2 associated athanogene 6
DDX39B     DEAD-box helicase 39B
UBE2Z      ubiquitin conjugating enzyme E2Z
INTS7      integrator complex subunit 7
CASC5      cancer susceptibility candidate 5
PCNP       PEST proteolytic signal containing nuclear protein
CCNL2      cyclin L2
TMPRSS9    transmembrane protease, serine 9
MAP3K8     mitogen-activated protein kinase kinase kinase 8
RNF135     ring finger protein 135
TNPO2      transportin 2
PRSS41     protease, serine 41
FZD3       frizzled class receptor 3
MARCH8     membrane associated ring-CH-type finger 8
PRSS56     protease, serine 56
UBE3B      ubiquitin protein ligase E3B
KAT6A      lysine acetyltransferase 6A
AHCTF1     AT-hook containing transcription factor 1
SMURF1     SMAD specific E3 ubiquitin protein ligase 1
PELI2      pellino E3 ubiquitin protein ligase family member 2
PELI1      pellino E3 ubiquitin protein ligase 1
PAPLN      papilin, proteoglycan-like sulfated glycoprotein
NR4A3      nuclear receptor subfamily 4 group A member 3
PSMB11     proteasome (prosome, macropain) subunit, beta type, 11
NUP214     nucleoporin 214kDa
ZMIZ1      zinc finger MIZ-type containing 1
ADAM12     ADAM metallopeptidase domain 12
REEP3      receptor accessory protein 3
KLHL31     kelch like family member 31
JTB        jumping translocation breakpoint
NLRP3      NLR family, pyrin domain containing 3
FOSL1      FOS like antigen 1
ADAMTS12   ADAM metallopeptidase with thrombospondin type 1 motif 12
CUL5       cullin 5
ADAMTS10   ADAM metallopeptidase with thrombospondin type 1 motif 10
M1AP       meiosis 1 associated protein
C18orf25   chromosome 18 open reading frame 25
USP5       ubiquitin specific peptidase 5 (isopeptidase T)
GMNC       geminin coiled-coil domain containing
AFAP1L2    actin filament associated protein 1 like 2
KMT5A      lysine methyltransferase 5A
AAAS       aladin WD repeat nucleoporin
YEATS4     YEATS domain containing 4
HMGA2      high mobility group AT-hook 2
CDK2AP1    cyclin-dependent kinase 2 associated protein 1
TRIM56     tripartite motif containing 56
RNF146     ring finger protein 146
MED25      mediator complex subunit 25
SASS6      SAS-6 centriolar assembly protein
GAN        gigaxonin
SPDYA      speedy/RINGO cell cycle regulator family member A
WEE2       WEE1 homolog 2 (S. pombe)
KIF2B      kinesin family member 2B
SKA3       spindle and kinetochore associated complex subunit 3
ERAP2      endoplasmic reticulum aminopeptidase 2
CSRP2BP    CSRP2 binding protein