Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: CEP55

Gene summary for CEP55

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CEP55

Gene ID

55165

Gene namecentrosomal protein 55
Gene AliasC10orf3
Cytomap10q23.33
Gene Typeprotein-coding
GO ID

GO:0000278

UniProtAcc

Q53EZ4


Top

Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
55165CEP55LZE2THumanEsophagusESCC5.44e-109.30e-010.082
55165CEP55LZE24THumanEsophagusESCC4.15e-021.71e-010.0596
55165CEP55P2T-EHumanEsophagusESCC9.53e-093.32e-010.1177
55165CEP55P4T-EHumanEsophagusESCC1.17e-157.10e-010.1323
55165CEP55P5T-EHumanEsophagusESCC2.51e-338.09e-010.1327
55165CEP55P9T-EHumanEsophagusESCC6.74e-062.02e-010.1131
55165CEP55P10T-EHumanEsophagusESCC3.50e-029.78e-020.116
55165CEP55P15T-EHumanEsophagusESCC8.45e-062.42e-010.1149
55165CEP55P20T-EHumanEsophagusESCC3.11e-042.20e-010.1124
55165CEP55P21T-EHumanEsophagusESCC2.06e-083.26e-010.1617
55165CEP55P24T-EHumanEsophagusESCC9.56e-083.23e-010.1287
55165CEP55P26T-EHumanEsophagusESCC1.66e-021.65e-010.1276
55165CEP55P28T-EHumanEsophagusESCC2.93e-154.07e-010.1149
55165CEP55P30T-EHumanEsophagusESCC1.02e-022.55e-010.137
55165CEP55P31T-EHumanEsophagusESCC9.02e-113.74e-010.1251
55165CEP55P32T-EHumanEsophagusESCC1.13e-163.75e-010.1666
55165CEP55P36T-EHumanEsophagusESCC4.17e-052.83e-010.1187
55165CEP55P37T-EHumanEsophagusESCC1.09e-082.61e-010.1371
55165CEP55P38T-EHumanEsophagusESCC1.30e-063.72e-010.127
55165CEP55P40T-EHumanEsophagusESCC3.18e-054.90e-010.109
Page: 1 2 3 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
SkinThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

Top

Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:000028115EsophagusESCCmitotic cytokinesis58/855271/187234.34e-101.15e-0858
GO:003250614EsophagusESCCcytokinetic process35/855239/187239.38e-091.90e-0735
GO:000091016EsophagusESCCcytokinesis115/8552173/187232.48e-084.68e-07115
GO:006164015EsophagusESCCcytoskeleton-dependent cytokinesis72/8552100/187238.10e-081.39e-0672
GO:190241014EsophagusESCCmitotic cytokinetic process22/855223/187234.17e-075.71e-0622
GO:006195214EsophagusESCCmidbody abscission17/855217/187231.63e-061.95e-0517
GO:19048881EsophagusESCCcranial skeletal system development41/855268/187231.07e-023.66e-0241
GO:00325065Oral cavityOSCCcytokinetic process33/730539/187235.91e-091.26e-0733
GO:00002815Oral cavityOSCCmitotic cytokinesis51/730571/187232.01e-083.95e-0751
GO:19024107Oral cavityOSCCmitotic cytokinetic process20/730523/187232.91e-063.56e-0520
GO:00619524Oral cavityOSCCmidbody abscission16/730517/187233.07e-063.72e-0516
GO:000091010Oral cavityOSCCcytokinesis97/7305173/187233.82e-064.51e-0597
GO:00616405Oral cavityOSCCcytoskeleton-dependent cytokinesis60/7305100/187231.69e-051.67e-0460
GO:1904888Oral cavityOSCCcranial skeletal system development36/730568/187231.36e-024.50e-0236
GO:000028116SkincSCCmitotic cytokinesis47/486471/187231.29e-127.21e-1147
GO:006164016SkincSCCcytoskeleton-dependent cytokinesis57/4864100/187234.65e-112.21e-0957
GO:000091021SkincSCCcytokinesis84/4864173/187231.36e-106.04e-0984
GO:00325067SkincSCCcytokinetic process27/486439/187231.87e-085.53e-0727
GO:19024109SkincSCCmitotic cytokinetic process19/486423/187232.11e-086.08e-0719
GO:00619526SkincSCCmidbody abscission15/486417/187231.27e-072.93e-0615
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
Page: 1 

Top

Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
Page: 1 

Top

Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
CEP55insertionFrame_Shift_Insnovelc.1335_1336insCp.Gln446ProfsTer6p.Q446Pfs*6Q53EZ4protein_codingTCGA-BH-A0HW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CEP55SNVMissense_Mutationc.226N>Gp.Gln76Glup.Q76EQ53EZ4protein_codingtolerated(0.27)benign(0.003)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CEP55SNVMissense_Mutationrs749800886c.797N>Ap.Arg266Glnp.R266QQ53EZ4protein_codingtolerated(0.76)benign(0.005)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
CEP55SNVMissense_Mutationnovelc.624N>Cp.Lys208Asnp.K208NQ53EZ4protein_codingdeleterious(0.01)benign(0.058)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CEP55SNVMissense_Mutationc.916N>Cp.Lys306Glnp.K306QQ53EZ4protein_codingtolerated(0.05)benign(0.006)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
CEP55SNVMissense_Mutationc.302T>Cp.Leu101Prop.L101PQ53EZ4protein_codingtolerated(0.2)possibly_damaging(0.691)TCGA-AA-A01S-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownSD
CEP55SNVMissense_Mutationnovelc.323N>Gp.Thr108Argp.T108RQ53EZ4protein_codingtolerated(0.54)benign(0.005)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
CEP55SNVMissense_Mutationrs749800886c.797N>Ap.Arg266Glnp.R266QQ53EZ4protein_codingtolerated(0.76)benign(0.005)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
CEP55SNVMissense_Mutationnovelc.617N>Gp.Glu206Glyp.E206GQ53EZ4protein_codingdeleterious(0)probably_damaging(0.996)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CEP55SNVMissense_Mutationnovelc.216N>Tp.Lys72Asnp.K72NQ53EZ4protein_codingdeleterious(0.04)probably_damaging(0.996)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 

Top

Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
Page: 1