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: SDCCAG3

Gene summary for SDCCAG3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SDCCAG3

Gene ID

10807

Gene nameendosome associated trafficking regulator 1
Gene AliasNY-CO-3
Cytomap9q34.3
Gene Typeprotein-coding
GO ID

GO:0000910

UniProtAcc

Q96C92


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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
10807SDCCAG3HCC1_MengHumanLiverHCC3.87e-248.40e-020.0246
10807SDCCAG3HCC2_MengHumanLiverHCC7.77e-111.15e-010.0107
10807SDCCAG3HCC1HumanLiverHCC3.26e-052.32e+000.5336
10807SDCCAG3HCC2HumanLiverHCC3.66e-092.16e+000.5341
10807SDCCAG3Pt14.aHumanLiverHCC2.63e-042.80e-010.0169
10807SDCCAG3C04HumanOral cavityOSCC1.40e-115.48e-010.2633
10807SDCCAG3C21HumanOral cavityOSCC1.15e-236.90e-010.2678
10807SDCCAG3C30HumanOral cavityOSCC1.83e-501.86e+000.3055
10807SDCCAG3C43HumanOral cavityOSCC8.45e-052.14e-010.1704
10807SDCCAG3C51HumanOral cavityOSCC1.74e-095.68e-010.2674
10807SDCCAG3C57HumanOral cavityOSCC2.91e-032.01e-010.1679
10807SDCCAG3C06HumanOral cavityOSCC5.38e-089.02e-010.2699
10807SDCCAG3C08HumanOral cavityOSCC3.17e-184.80e-010.1919
10807SDCCAG3SYSMH1HumanOral cavityOSCC5.58e-174.31e-010.1127
10807SDCCAG3SYSMH2HumanOral cavityOSCC7.99e-145.00e-010.2326
10807SDCCAG3SYSMH3HumanOral cavityOSCC5.29e-196.08e-010.2442
10807SDCCAG3SYSMH5HumanOral cavityOSCC2.74e-041.56e-010.0647
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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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
SDCCAG3SNVMissense_Mutationc.728N>Tp.Ser243Phep.S243FQ96C92protein_codingdeleterious(0)probably_damaging(0.982)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SDCCAG3SNVMissense_Mutationnovelc.1288N>Tp.Asp430Tyrp.D430YQ96C92protein_codingdeleterious(0)possibly_damaging(0.807)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SDCCAG3SNVMissense_Mutationnovelc.971T>Ap.Val324Aspp.V324DQ96C92protein_codingdeleterious(0)probably_damaging(0.973)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SDCCAG3SNVMissense_Mutationc.797N>Gp.Thr266Argp.T266RQ96C92protein_codingdeleterious(0)possibly_damaging(0.868)TCGA-AR-A1AJ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SDCCAG3SNVMissense_Mutationrs371939772c.748N>Ap.Ala250Thrp.A250TQ96C92protein_codingtolerated(0.74)benign(0.001)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SDCCAG3SNVMissense_Mutationc.692N>Tp.Ala231Valp.A231VQ96C92protein_codingtolerated(0.06)benign(0.176)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SDCCAG3SNVMissense_Mutationc.317N>Gp.Ala106Glyp.A106GQ96C92protein_codingdeleterious(0.01)possibly_damaging(0.705)TCGA-EK-A2PM-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
SDCCAG3SNVMissense_Mutationnovelc.214G>Tp.Asp72Tyrp.D72YQ96C92protein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.663)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
SDCCAG3SNVMissense_Mutationc.686N>Tp.Ser229Leup.S229LQ96C92protein_codingtolerated(0.14)benign(0)TCGA-AA-A01X-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
SDCCAG3SNVMissense_Mutationc.686C>Tp.Ser229Leup.S229LQ96C92protein_codingtolerated(0.14)benign(0)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=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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