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: CD8A

Gene summary for CD8A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CD8A

Gene ID

925

Gene nameCD8a molecule
Gene AliasCD8
Cytomap2p11.2
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

P01732


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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
925CD8AC21HumanOral cavityOSCC1.02e-073.10e-010.2678
925CD8AC38HumanOral cavityOSCC1.52e-051.15e+000.172
925CD8AC46HumanOral cavityOSCC1.67e-082.12e-010.1673
925CD8AC06HumanOral cavityOSCC1.28e-065.27e-010.2699
925CD8ALN22HumanOral cavityOSCC1.09e-036.49e-010.1733
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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:004211016Oral cavityOSCCT cell activation245/7305487/187232.00e-073.22e-06245
GO:001988220Oral cavityOSCCantigen processing and presentation65/7305106/187232.69e-063.32e-0565
GO:19031316Oral cavityOSCCmononuclear cell differentiation210/7305426/187238.44e-069.02e-05210
GO:00300983Oral cavityOSCClymphocyte differentiation179/7305374/187232.74e-041.74e-03179
GO:00302175Oral cavityOSCCT cell differentiation126/7305257/187236.51e-043.66e-03126
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0513520Oral cavityOSCCYersinia infection94/3704137/84652.85e-093.08e-081.57e-0894
hsa046606Oral cavityOSCCT cell receptor signaling pathway67/3704104/84651.57e-056.75e-053.44e-0567
hsa0461229Oral cavityOSCCAntigen processing and presentation47/370478/84652.37e-036.35e-033.23e-0347
hsa05135110Oral cavityOSCCYersinia infection94/3704137/84652.85e-093.08e-081.57e-0894
hsa0466012Oral cavityOSCCT cell receptor signaling pathway67/3704104/84651.57e-056.75e-053.44e-0567
hsa04612113Oral cavityOSCCAntigen processing and presentation47/370478/84652.37e-036.35e-033.23e-0347
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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
HLA-ACD8AHLA-A_CD8AMHC-IBreastADJ
HLA-BCD8AHLA-B_CD8AMHC-IBreastADJ
HLA-ECD8AHLA-E_CD8AMHC-IBreastADJ
HLA-FCD8AHLA-F_CD8AMHC-IBreastADJ
HLA-ACD8AHLA-A_CD8AMHC-IBreastDCIS
HLA-BCD8AHLA-B_CD8AMHC-IBreastDCIS
HLA-CCD8AHLA-C_CD8AMHC-IBreastDCIS
HLA-ECD8AHLA-E_CD8AMHC-IBreastDCIS
HLA-FCD8AHLA-F_CD8AMHC-IBreastDCIS
HLA-ACD8AHLA-A_CD8AMHC-IBreastHealthy
HLA-BCD8AHLA-B_CD8AMHC-IBreastHealthy
HLA-CCD8AHLA-C_CD8AMHC-IBreastHealthy
HLA-ECD8AHLA-E_CD8AMHC-IBreastHealthy
HLA-FCD8AHLA-F_CD8AMHC-IBreastHealthy
HLA-ACD8AHLA-A_CD8AMHC-IBreastIDC
HLA-BCD8AHLA-B_CD8AMHC-IBreastIDC
HLA-CCD8AHLA-C_CD8AMHC-IBreastIDC
HLA-ECD8AHLA-E_CD8AMHC-IBreastIDC
HLA-FCD8AHLA-F_CD8AMHC-IBreastIDC
HLA-ACD8AHLA-A_CD8AMHC-IBreastPrecancer
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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
CD8ASNVMissense_Mutationc.559N>Tp.Ala187Serp.A187SP01732protein_codingdeleterious(0.01)possibly_damaging(0.722)TCGA-A7-A0DA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
CD8ASNVMissense_Mutationc.276N>Cp.Lys92Asnp.K92NP01732protein_codingtolerated(0.22)benign(0.229)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CD8ASNVMissense_Mutationrs763926594c.635G>Ap.Arg212Lysp.R212KP01732protein_codingtolerated(0.13)benign(0.113)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CD8ASNVMissense_Mutationc.182N>Cp.Arg61Prop.R61PP01732protein_codingtolerated(0.7)benign(0.007)TCGA-EA-A439-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
CD8ASNVMissense_Mutationrs138963205c.656G>Ap.Arg219Glnp.R219QP01732protein_codingdeleterious(0)probably_damaging(0.991)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
CD8ASNVMissense_Mutationnovelc.637N>Tp.Arg213Cysp.R213CP01732protein_codingdeleterious(0)probably_damaging(0.996)TCGA-DC-5337-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownSD
CD8ASNVMissense_Mutationrs200418942c.316N>Tp.Arg106Cysp.R106CP01732protein_codingdeleterious(0)probably_damaging(0.912)TCGA-EI-6882-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
CD8ASNVMissense_Mutationrs750058603c.247N>Ap.Gly83Argp.G83RP01732protein_codingtolerated(0.06)possibly_damaging(0.758)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
CD8ASNVMissense_Mutationc.521N>Tp.Thr174Metp.T174MP01732protein_codingtolerated(0.09)possibly_damaging(0.743)TCGA-A5-A0GP-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CD8ASNVMissense_Mutationc.109N>Ap.Glu37Lysp.E37KP01732protein_codingtolerated(0.62)benign(0.012)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
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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
925CD8ADRUGGABLE GENOME, EXTERNAL SIDE OF PLASMA MEMBRANE, KINASEProtein vaccines
925CD8ADRUGGABLE GENOME, EXTERNAL SIDE OF PLASMA MEMBRANE, KINASEFluoropeptide vaccine
925CD8ADRUGGABLE GENOME, EXTERNAL SIDE OF PLASMA MEMBRANE, KINASEAnti-VEGFR2 CD8 cell therapy
925CD8ADRUGGABLE GENOME, EXTERNAL SIDE OF PLASMA MEMBRANE, KINASELIPO-4
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