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: CD79A

Gene summary for CD79A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CD79A

Gene ID

973

Gene nameCD79a molecule
Gene AliasIGA
Cytomap19q13.2
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

P11912


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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
973CD79AC06HumanOral cavityOSCC8.79e-044.83e-010.2699
973CD79AC09HumanOral cavityOSCC6.59e-113.35e-010.1431
973CD79ALN22HumanOral cavityOSCC3.64e-089.27e-010.1733
973CD79ALN46HumanOral cavityOSCC1.29e-115.24e-010.1666
973CD79ALP15HumanOral cavityLP1.57e-037.25e-010.2174
973CD79ADong_P1HumanProstateTumor1.11e-051.32e-010.035
973CD79ADong_P5HumanProstateTumor2.03e-026.29e-020.053
973CD79AGSM5353216_PA_PB1A_Pool_1_3_S50_L002HumanProstateTumor3.71e-025.41e-010.159
973CD79AGSM5353218_PA_PB1B_Pool_1_2_S74_L003HumanProstateTumor3.54e-056.54e-010.1479
973CD79AGSM5353220_PA_PB1B_Pool_3_S51_L002HumanProstateTumor7.14e-066.34e-010.1531
973CD79AGSM5353221_PA_PB2A_Pool_1_3_S25_L001HumanProstateTumor4.53e-022.40e-010.1633
973CD79AGSM5353225_PA_PR5196-1_Pool_1_2_3_S53_L002HumanProstateTumor3.50e-023.76e-010.1619
973CD79AGSM5353226_PA_PR5196-2_Pool_1_2_3_S54_L002HumanProstateTumor4.40e-034.49e-010.159
973CD79AAdj_PTCwithHT_6HumanThyroidHT1.86e-551.59e+000.02
973CD79AAdj_PTCwithHT_8HumanThyroidHT1.11e-074.97e-010.0267
973CD79APTCwithHT_6HumanThyroidHT3.17e-198.75e-010.02
973CD79Anodule-WTAHumanThyroidgoiters1.25e-042.61e-010.0534
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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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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.

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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:19031316Oral cavityOSCCmononuclear cell differentiation210/7305426/187238.44e-069.02e-05210
GO:00300983Oral cavityOSCClymphocyte differentiation179/7305374/187232.74e-041.74e-03179
GO:00027646Oral cavityOSCCimmune response-regulating signaling pathway212/7305468/187232.93e-031.27e-02212
GO:00706618Oral cavityOSCCleukocyte proliferation145/7305318/187239.31e-033.33e-02145
GO:00466517Oral cavityOSCClymphocyte proliferation131/7305288/187231.41e-024.67e-02131
GO:190313113ProstateTumormononuclear cell differentiation102/3246426/187232.87e-042.32e-03102
GO:003009811ProstateTumorlymphocyte differentiation87/3246374/187231.93e-031.12e-0287
GO:007066110ThyroidHTleukocyte proliferation44/1272318/187235.29e-061.64e-0444
GO:19031319ThyroidHTmononuclear cell differentiation54/1272426/187236.88e-062.00e-0454
GO:00466519ThyroidHTlymphocyte proliferation40/1272288/187231.27e-053.30e-0440
GO:00329438ThyroidHTmononuclear cell proliferation40/1272291/187231.63e-053.95e-0440
GO:00300986ThyroidHTlymphocyte differentiation47/1272374/187233.32e-057.02e-0447
GO:00022536ThyroidHTactivation of immune response47/1272375/187233.55e-057.40e-0447
GO:00421133ThyroidHTB cell activation39/1272334/187236.66e-047.61e-0339
GO:00027648ThyroidHTimmune response-regulating signaling pathway50/1272468/187239.96e-041.02e-0250
GO:00508515ThyroidHTantigen receptor-mediated signaling pathway27/1272240/187236.87e-034.20e-0227
GO:00024293ThyroidHTimmune response-activating cell surface receptor signaling pathway31/1272291/187238.69e-034.92e-0231
GO:00027573ThyroidHTimmune response-activating signal transduction31/1272291/187238.69e-034.92e-0231
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
CD79ASNVMissense_Mutationnovelc.423N>Tp.Lys141Asnp.K141NP11912protein_codingdeleterious(0)possibly_damaging(0.895)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CD79ASNVMissense_Mutationnovelc.442N>Ap.Glu148Lysp.E148KP11912protein_codingdeleterious(0)possibly_damaging(0.846)TCGA-C8-A8HP-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
CD79ASNVMissense_Mutationc.45N>Gp.Ile15Metp.I15MP11912protein_codingtolerated(0.17)benign(0.233)TCGA-DG-A2KK-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
CD79ASNVMissense_Mutationrs146480366c.13C>Tp.Pro5Serp.P5SP11912protein_codingtolerated_low_confidence(0.19)benign(0)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
CD79ASNVMissense_Mutationrs782657641c.202C>Tp.Arg68Cysp.R68CP11912protein_codingdeleterious(0.04)possibly_damaging(0.825)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
CD79ASNVMissense_Mutationrs782657641c.202N>Tp.Arg68Cysp.R68CP11912protein_codingdeleterious(0.04)possibly_damaging(0.825)TCGA-AX-A3FT-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CD79ASNVMissense_Mutationnovelc.206T>Cp.Val69Alap.V69AP11912protein_codingtolerated(0.21)benign(0.192)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CD79ASNVMissense_Mutationnovelc.548A>Gp.Glu183Glyp.E183GP11912protein_codingdeleterious(0.04)benign(0.323)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CD79ASNVMissense_Mutationc.240N>Ap.Phe80Leup.F80LP11912protein_codingtolerated(0.53)benign(0.001)TCGA-D1-A17Q-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CD79ASNVMissense_Mutationnovelc.672N>Tp.Glu224Aspp.E224DP11912protein_codingdeleterious(0)probably_damaging(0.991)TCGA-E6-A1M0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
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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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