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: CD8B

Gene summary for CD8B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CD8B

Gene ID

926

Gene nameCD8b molecule
Gene AliasCD8B1
Cytomap2p11.2
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

P10966


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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
926CD8BLZE6THumanEsophagusESCC2.92e-097.14e-010.0845
926CD8BP2T-EHumanEsophagusESCC3.82e-021.12e-010.1177
926CD8BP16T-EHumanEsophagusESCC2.10e-051.90e-010.1153
926CD8BP27T-EHumanEsophagusESCC2.50e-021.14e-010.1055
926CD8BP56T-EHumanEsophagusESCC2.02e-056.67e-010.1613
926CD8BP65T-EHumanEsophagusESCC1.25e-061.70e-010.0978
926CD8BP75T-EHumanEsophagusESCC2.63e-061.88e-010.1125
926CD8BP76T-EHumanEsophagusESCC1.53e-133.23e-010.1207
926CD8BS014HumanLiverHCC2.01e-371.82e+000.2254
926CD8BS015HumanLiverHCC1.43e-242.48e+000.2375
926CD8BS016HumanLiverHCC7.44e-582.34e+000.2243
926CD8BC38HumanOral cavityOSCC1.36e-037.75e-010.172
926CD8BC43HumanOral cavityOSCC4.83e-173.42e-010.1704
926CD8BC46HumanOral cavityOSCC1.38e-358.31e-010.1673
926CD8BLN46HumanOral cavityOSCC1.59e-308.79e-010.1666
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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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
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:004211018EsophagusESCCT cell activation256/8552487/187231.18e-035.87e-03256
GO:004211016Oral cavityOSCCT cell activation245/7305487/187232.00e-073.22e-06245
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0513526EsophagusESCCYersinia infection100/4205137/84651.80e-081.59e-078.12e-08100
hsa0461230EsophagusESCCAntigen processing and presentation51/420578/84653.57e-039.34e-034.78e-0351
hsa046607EsophagusESCCT cell receptor signaling pathway63/4205104/84651.60e-023.60e-021.84e-0263
hsa05135111EsophagusESCCYersinia infection100/4205137/84651.80e-081.59e-078.12e-08100
hsa04612114EsophagusESCCAntigen processing and presentation51/420578/84653.57e-039.34e-034.78e-0351
hsa0466013EsophagusESCCT cell receptor signaling pathway63/4205104/84651.60e-023.60e-021.84e-0263
hsa0513542LiverHCCYersinia infection92/4020137/84652.25e-062.19e-051.22e-0592
hsa0513552LiverHCCYersinia infection92/4020137/84652.25e-062.19e-051.22e-0592
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
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
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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-ACD8BHLA-A_CD8BMHC-IBreastADJ
HLA-BCD8BHLA-B_CD8BMHC-IBreastADJ
HLA-ECD8BHLA-E_CD8BMHC-IBreastADJ
HLA-FCD8BHLA-F_CD8BMHC-IBreastADJ
HLA-ACD8BHLA-A_CD8BMHC-IBreastDCIS
HLA-BCD8BHLA-B_CD8BMHC-IBreastDCIS
HLA-CCD8BHLA-C_CD8BMHC-IBreastDCIS
HLA-ECD8BHLA-E_CD8BMHC-IBreastDCIS
HLA-FCD8BHLA-F_CD8BMHC-IBreastDCIS
HLA-ACD8BHLA-A_CD8BMHC-IBreastHealthy
HLA-BCD8BHLA-B_CD8BMHC-IBreastHealthy
HLA-CCD8BHLA-C_CD8BMHC-IBreastHealthy
HLA-ECD8BHLA-E_CD8BMHC-IBreastHealthy
HLA-FCD8BHLA-F_CD8BMHC-IBreastHealthy
HLA-ACD8BHLA-A_CD8BMHC-IBreastIDC
HLA-BCD8BHLA-B_CD8BMHC-IBreastIDC
HLA-CCD8BHLA-C_CD8BMHC-IBreastIDC
HLA-ECD8BHLA-E_CD8BMHC-IBreastIDC
HLA-FCD8BHLA-F_CD8BMHC-IBreastIDC
HLA-ACD8BHLA-A_CD8BMHC-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
CD8BSNVMissense_Mutationrs775751696c.244N>Ap.Gly82Serp.G82SP10966protein_codingtolerated(0.15)possibly_damaging(0.591)TCGA-B6-A400-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
CD8BSNVMissense_Mutationnovelc.596N>Ap.Arg199Lysp.R199KP10966protein_codingtolerated(0.21)benign(0.048)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CD8BSNVMissense_Mutationnovelc.667N>Ap.His223Asnp.H223NP10966protein_codingdeleterious_low_confidence(0)benign(0.003)TCGA-MU-A8JM-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CD8BSNVMissense_Mutationrs753422558c.124N>Ap.Glu42Lysp.E42KP10966protein_codingtolerated(0.14)benign(0.036)TCGA-ZJ-AAXU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CD8BSNVMissense_Mutationc.728N>Tp.Thr243Ilep.T243IP10966protein_codingdeleterious_low_confidence(0)benign(0.006)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CD8BSNVMissense_Mutationnovelc.699G>Tp.Gln233Hisp.Q233HP10966protein_codingtolerated_low_confidence(0.09)benign(0.028)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CD8BSNVMissense_Mutationrs747895168c.280N>Tp.Arg94Trpp.R94WP10966protein_codingtolerated(0.07)probably_damaging(0.922)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
CD8BSNVMissense_Mutationc.521N>Ap.Gly174Aspp.G174DP10966protein_codingdeleterious(0.02)possibly_damaging(0.585)TCGA-CM-6162-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
CD8BinsertionNonsense_Mutationnovelc.474_475insTAGCTTp.Pro158_Arg159insTerp.P158_R159ins*P10966protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CD8BSNVMissense_Mutationnovelc.644N>Tp.Gly215Valp.G215VP10966protein_codingdeleterious_low_confidence(0.04)benign(0)TCGA-AJ-A5DW-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
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