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: SAP30

Gene summary for SAP30

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SAP30

Gene ID

8819

Gene nameSin3A associated protein 30
Gene AliasSAP30
Cytomap4q34.1
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

O75446


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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
8819SAP30HCC1_MengHumanLiverHCC1.45e-072.01e-020.0246
8819SAP30HCC2_MengHumanLiverHCC7.51e-034.53e-020.0107
8819SAP30HCC2HumanLiverHCC2.81e-021.21e+000.5341
8819SAP30S014HumanLiverHCC1.18e-041.06e-010.2254
8819SAP30S016HumanLiverHCC3.89e-021.04e-010.2243
8819SAP30S027HumanLiverHCC5.32e-106.13e-010.2446
8819SAP30S028HumanLiverHCC4.78e-176.99e-010.2503
8819SAP30S029HumanLiverHCC6.22e-247.83e-010.2581
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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
∗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:001657015EsophagusESCChistone modification323/8552463/187232.61e-267.88e-24323
GO:000961518EsophagusESCCresponse to virus238/8552367/187236.65e-143.32e-12238
GO:0044403111EsophagusESCCbiological process involved in symbiotic interaction186/8552290/187231.43e-104.16e-09186
GO:003105614EsophagusESCCregulation of histone modification106/8552152/187231.52e-093.55e-08106
GO:00356015EsophagusESCCprotein deacylation79/8552112/187238.30e-081.42e-0679
GO:00987325EsophagusESCCmacromolecule deacylation80/8552116/187233.19e-074.50e-0680
GO:00165754EsophagusESCChistone deacetylation60/855282/187233.85e-075.32e-0660
GO:00310583EsophagusESCCpositive regulation of histone modification65/855292/187231.04e-061.31e-0565
GO:00064765EsophagusESCCprotein deacetylation70/8552101/187231.29e-061.58e-0570
GO:005185115EsophagusESCCmodulation by host of symbiont process43/855260/187234.00e-053.22e-0443
GO:005181714EsophagusESCCmodulation of process of other organism involved in symbiotic interaction54/855281/187231.09e-047.64e-0454
GO:00903122EsophagusESCCpositive regulation of protein deacetylation20/855225/187234.81e-042.69e-0320
GO:003582114EsophagusESCCmodulation of process of other organism64/8552106/187231.61e-037.50e-0364
GO:005170214EsophagusESCCbiological process involved in interaction with symbiont57/855294/187232.46e-031.07e-0257
GO:00310652EsophagusESCCpositive regulation of histone deacetylation15/855219/187233.29e-031.35e-0215
GO:00310631EsophagusESCCregulation of histone deacetylation21/855231/187231.10e-023.70e-0221
GO:00903114EsophagusESCCregulation of protein deacetylation30/855248/187231.40e-024.57e-0230
GO:004440312LiverCirrhoticbiological process involved in symbiotic interaction131/4634290/187232.00e-141.84e-12131
GO:00518171LiverCirrhoticmodulation of process of other organism involved in symbiotic interaction44/463481/187231.11e-084.26e-0744
GO:005170211LiverCirrhoticbiological process involved in interaction with symbiont48/463494/187233.41e-081.14e-0648
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0516921LiverHCCEpstein-Barr virus infection128/4020202/84653.17e-062.79e-051.55e-05128
hsa0516931LiverHCCEpstein-Barr virus infection128/4020202/84653.17e-062.79e-051.55e-05128
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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
SAP30TACColorectumADHMGB2,MXD3,KIF20A, etc.2.01e-01The 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.
SAP30TACColorectumADJSAP30(+)2.90e-01The 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.
SAP30TACColorectumMSI-HHMGB2,MXD3,KIF20A, etc.4.83e-01The 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.
SAP30TACColorectumMSSHMGB2,MXD3,KIF20A, etc.4.56e-01The 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.
SAP30GOBColorectumMSSHMGB2,MXD3,KIF20A, etc.7.07e-03The 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.
SAP30EEColorectumMSSHMGB2,MXD3,KIF20A, etc.3.03e-03The 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.
SAP30CTColorectumMSSHMGB2,MXD3,KIF20A, etc.0.00e+00The 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.
SAP30TACColorectumSERHMGB2,MXD3,KIF20A, etc.2.14e-01The 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.
SAP30CILIAEndometriumADJHMGB3,BNIP3,GSN, etc.2.85e-01The 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.
SAP30CILIAEndometriumAEHHMGB3,BNIP3,GSN, etc.3.02e-01The 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.
∗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
SAP30SNVMissense_Mutationc.446N>Tp.Asp149Valp.D149VO75446protein_codingdeleterious(0)probably_damaging(0.99)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SAP30SNVMissense_Mutationc.368N>Ap.Arg123Glnp.R123QO75446protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SAP30SNVMissense_Mutationnovelc.538G>Ap.Glu180Lysp.E180KO75446protein_codingtolerated(0.09)probably_damaging(0.989)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SAP30SNVMissense_Mutationnovelc.374N>Ap.Arg125Lysp.R125KO75446protein_codingtolerated(1)benign(0.137)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SAP30SNVMissense_Mutationnovelc.624N>Tp.Lys208Asnp.K208NO75446protein_codingdeleterious(0.01)probably_damaging(0.991)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SAP30SNVMissense_Mutationc.521N>Cp.Asn174Thrp.N174TO75446protein_codingtolerated(0.24)probably_damaging(0.989)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SAP30SNVMissense_Mutationc.368N>Ap.Arg123Glnp.R123QO75446protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AP-A1E1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SAP30SNVMissense_Mutationc.585N>Ap.Asp195Glup.D195EO75446protein_codingtolerated(1)benign(0.207)TCGA-AX-A2HJ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SAP30SNVMissense_Mutationc.368G>Ap.Arg123Glnp.R123QO75446protein_codingdeleterious(0)probably_damaging(0.997)TCGA-BS-A0UF-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SAP30SNVMissense_Mutationc.368N>Ap.Arg123Glnp.R123QO75446protein_codingdeleterious(0)probably_damaging(0.997)TCGA-BS-A0UV-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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