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: CD53

Gene summary for CD53

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CD53

Gene ID

963

Gene nameCD53 molecule
Gene AliasMOX44
Cytomap1p13.3
Gene Typeprotein-coding
GO ID

GO:0000768

UniProtAcc

P19397


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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
963CD53C21HumanOral cavityOSCC3.94e-176.56e-010.2678
963CD53C46HumanOral cavityOSCC6.69e-081.09e-010.1673
963CD53C51HumanOral cavityOSCC8.71e-052.40e-010.2674
963CD53C57HumanOral cavityOSCC2.67e-081.52e-010.1679
963CD53C06HumanOral cavityOSCC4.00e-055.08e-010.2699
963CD53C07HumanOral cavityOSCC3.24e-022.75e-010.2491
963CD53C08HumanOral cavityOSCC6.30e-059.47e-020.1919
963CD53C09HumanOral cavityOSCC4.13e-041.14e-010.1431
963CD53LN22HumanOral cavityOSCC1.21e-089.97e-010.1733
963CD53LN38HumanOral cavityOSCC7.91e-033.82e-010.168
963CD53LN46HumanOral cavityOSCC7.40e-052.65e-010.1666
963CD53EOLP-1HumanOral cavityEOLP3.46e-093.36e-01-0.0202
963CD53EOLP-2HumanOral cavityEOLP5.22e-062.04e-01-0.0203
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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:00426927Oral cavityOSCCmuscle cell differentiation175/7305384/187234.79e-031.92e-02175
GO:004269214Oral cavityEOLPmuscle cell differentiation77/2218384/187232.18e-064.91e-0577
GO:00511467Oral cavityEOLPstriated muscle cell differentiation57/2218283/187233.82e-055.25e-0457
GO:00007682Oral cavityEOLPsyncytium formation by plasma membrane fusion14/221855/187234.04e-032.23e-0214
GO:01402532Oral cavityEOLPcell-cell fusion14/221855/187234.04e-032.23e-0214
GO:00069492Oral cavityEOLPsyncytium formation14/221857/187235.70e-032.92e-0214
GO:00075202Oral cavityEOLPmyoblast fusion11/221842/187238.21e-033.86e-0211
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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
CD53SNVMissense_Mutationrs779244088c.324G>Cp.Gln108Hisp.Q108HP19397protein_codingdeleterious(0)benign(0.02)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CD53SNVMissense_Mutationc.152C>Gp.Thr51Argp.T51RP19397protein_codingdeleterious(0)probably_damaging(0.969)TCGA-AR-A24L-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenPD
CD53insertionFrame_Shift_Insnovelc.649_650insAGCACp.Ile217LysfsTer3p.I217Kfs*3P19397protein_codingTCGA-BH-A0B4-01Breastbreast invasive carcinomaMale>=65III/IVHormone TherapytamoxiphenSD
CD53SNVMissense_Mutationnovelc.482G>Ap.Cys161Tyrp.C161YP19397protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CD53SNVMissense_Mutationnovelc.479N>Gp.Ser160Cysp.S160CP19397protein_codingtolerated(0.26)probably_damaging(0.977)TCGA-C5-A2LV-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CD53SNVMissense_Mutationnovelc.646A>Cp.Thr216Prop.T216PP19397protein_codingtolerated(0.15)benign(0.01)TCGA-EX-A8YF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
CD53SNVMissense_Mutationnovelc.224T>Cp.Ile75Thrp.I75TP19397protein_codingdeleterious(0)probably_damaging(0.938)TCGA-A6-2681-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CD53SNVMissense_Mutationc.148N>Ap.Leu50Ilep.L50IP19397protein_codingdeleterious(0.01)possibly_damaging(0.657)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
CD53deletionFrame_Shift_Delnovelc.166delNp.Phe56LeufsTer10p.F56Lfs*10P19397protein_codingTCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
CD53SNVMissense_Mutationnovelc.526N>Ap.Leu176Metp.L176MP19397protein_codingtolerated(0.12)benign(0.364)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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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