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

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: CIITA

Gene summary for CIITA

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CIITA

Gene ID

4261

Gene nameclass II major histocompatibility complex transactivator
Gene AliasC2TA
Cytomap16p13.13
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

A0A0B4J1S1


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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
4261CIITAC30HumanOral cavityOSCC2.68e-156.24e-010.3055
4261CIITAC46HumanOral cavityOSCC1.57e-021.39e-010.1673
4261CIITAEOLP-1HumanOral cavityEOLP3.20e-145.02e-01-0.0202
4261CIITANEOLP-3HumanOral cavityNEOLP8.35e-041.16e-01-0.0191
4261CIITASYSMH2HumanOral cavityOSCC4.24e-062.01e-010.2326
4261CIITASYSMH3HumanOral cavityOSCC4.33e-081.73e-010.2442
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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.

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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).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:001603220Oral cavityOSCCviral process274/7305415/187232.42e-291.70e-26274
GO:001905820Oral cavityOSCCviral life cycle208/7305317/187234.59e-221.00e-19208
GO:004440320Oral cavityOSCCbiological process involved in symbiotic interaction173/7305290/187236.80e-133.19e-11173
GO:005079220Oral cavityOSCCregulation of viral process109/7305164/187238.95e-134.10e-11109
GO:190390020Oral cavityOSCCregulation of viral life cycle97/7305148/187235.34e-111.67e-0997
GO:005170120Oral cavityOSCCbiological process involved in interaction with host125/7305203/187235.60e-111.74e-09125
GO:005212620Oral cavityOSCCmovement in host environment106/7305175/187235.84e-091.26e-07106
GO:004440920Oral cavityOSCCentry into host86/7305151/187235.74e-066.37e-0586
GO:00343417Oral cavityOSCCresponse to interferon-gamma81/7305141/187236.77e-067.43e-0581
GO:00485259Oral cavityOSCCnegative regulation of viral process56/730592/187231.77e-051.72e-0456
GO:004671820Oral cavityOSCCviral entry into host cell81/7305144/187231.98e-051.89e-0481
GO:00466773Oral cavityOSCCresponse to antibiotic32/730547/187235.11e-054.27e-0432
GO:004390319Oral cavityOSCCregulation of biological process involved in symbiotic interaction44/730572/187231.20e-048.57e-0444
GO:0032963Oral cavityOSCCcollagen metabolic process54/7305104/187235.00e-031.96e-0254
GO:005237217Oral cavityOSCCmodulation by symbiont of entry into host28/730549/187237.63e-032.79e-0228
GO:001603226Oral cavityEOLPviral process94/2218415/187232.93e-102.58e-0894
GO:001905826Oral cavityEOLPviral life cycle72/2218317/187233.11e-081.24e-0672
GO:003434121Oral cavityEOLPresponse to interferon-gamma36/2218141/187235.44e-061.08e-0436
GO:005079224Oral cavityEOLPregulation of viral process39/2218164/187231.40e-052.35e-0439
GO:004440325Oral cavityEOLPbiological process involved in symbiotic interaction57/2218290/187237.75e-059.39e-0457
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0516418Oral cavityOSCCInfluenza A116/3704171/84651.23e-101.78e-099.08e-10116
hsa0514520Oral cavityOSCCToxoplasmosis75/3704112/84655.28e-073.16e-061.61e-0675
hsa051526Oral cavityOSCCTuberculosis105/3704180/84655.00e-052.04e-041.04e-04105
hsa0461229Oral cavityOSCCAntigen processing and presentation47/370478/84652.37e-036.35e-033.23e-0347
hsa0516419Oral cavityOSCCInfluenza A116/3704171/84651.23e-101.78e-099.08e-10116
hsa05145110Oral cavityOSCCToxoplasmosis75/3704112/84655.28e-073.16e-061.61e-0675
hsa0515211Oral cavityOSCCTuberculosis105/3704180/84655.00e-052.04e-041.04e-04105
hsa04612113Oral cavityOSCCAntigen processing and presentation47/370478/84652.37e-036.35e-033.23e-0347
hsa0516442Oral cavityEOLPInfluenza A58/1218171/84657.01e-113.23e-091.91e-0958
hsa0514542Oral cavityEOLPToxoplasmosis41/1218112/84653.50e-096.74e-083.98e-0841
hsa0461244Oral cavityEOLPAntigen processing and presentation29/121878/84654.69e-074.78e-062.82e-0629
hsa0515241Oral cavityEOLPTuberculosis47/1218180/84652.19e-051.18e-046.96e-0547
hsa0516452Oral cavityEOLPInfluenza A58/1218171/84657.01e-113.23e-091.91e-0958
hsa0514552Oral cavityEOLPToxoplasmosis41/1218112/84653.50e-096.74e-083.98e-0841
hsa0461254Oral cavityEOLPAntigen processing and presentation29/121878/84654.69e-074.78e-062.82e-0629
hsa0515251Oral cavityEOLPTuberculosis47/1218180/84652.19e-051.18e-046.96e-0547
hsa0516461Oral cavityNEOLPInfluenza A43/1112171/84651.38e-051.22e-047.68e-0543
hsa0461261Oral cavityNEOLPAntigen processing and presentation20/111278/84652.09e-039.00e-035.66e-0320
hsa0514561Oral cavityNEOLPToxoplasmosis24/1112112/84659.65e-033.30e-022.08e-0224
hsa0516471Oral cavityNEOLPInfluenza A43/1112171/84651.38e-051.22e-047.68e-0543
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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
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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.
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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
CIITASNVMissense_Mutationc.253N>Tp.Met85Leup.M85Lprotein_codingtolerated(0.07)benign(0.007)TCGA-A2-A0YF-01Breastbreast invasive carcinomaFemale>=65I/IIUnspecificArimidexSD
CIITASNVMissense_Mutationrs767378495c.181N>Ap.Glu61Lysp.E61Kprotein_codingdeleterious(0)possibly_damaging(0.714)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
CIITASNVMissense_Mutationrs369744959c.2945N>Tp.Thr982Metp.T982Mprotein_codingtolerated(0.09)benign(0.01)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
CIITASNVMissense_Mutationc.3244T>Cp.Tyr1082Hisp.Y1082Hprotein_codingdeleterious(0)benign(0.138)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
CIITASNVMissense_Mutationc.270N>Cp.Glu90Aspp.E90Dprotein_codingtolerated(0.22)possibly_damaging(0.69)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CIITAinsertionFrame_Shift_Insnovelc.3301_3302insTCCAGGGTTCAGAGATTGCAAAACCCCCATCTAGTTTCTGp.Pro1101LeufsTer65p.P1101Lfs*65protein_codingTCGA-BH-A0DS-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycyclophosphamideSD
CIITASNVMissense_Mutationnovelc.1394G>Ap.Gly465Aspp.G465Dprotein_codingtolerated(0.3)benign(0.001)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CIITASNVMissense_Mutationrs548646642c.2182G>Ap.Glu728Lysp.E728Kprotein_codingdeleterious(0)benign(0.314)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CIITASNVMissense_Mutationc.2954N>Tp.Ser985Phep.S985Fprotein_codingdeleterious(0.02)possibly_damaging(0.861)TCGA-EX-A69L-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CIITASNVMissense_Mutationnovelc.2935C>Tp.Arg979Trpp.R979Wprotein_codingdeleterious(0)possibly_damaging(0.655)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
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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
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