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: SERPINA6

Gene summary for SERPINA6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SERPINA6

Gene ID

866

Gene nameserpin family A member 6
Gene AliasCBG
Cytomap14q32.13
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

P08185


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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
866SERPINA6GSM4909301HumanBreastIDC1.48e-021.59e-010.1577
866SERPINA6GSM4909319HumanBreastIDC7.79e-053.74e-010.1563
866SERPINA6P3HumanBreastIDC9.65e-221.03e+000.1542
866SERPINA6S43HumanLiverCirrhotic7.92e-14-2.71e-01-0.0187
866SERPINA6HCC1_MengHumanLiverHCC1.18e-762.13e-010.0246
866SERPINA6HCC2_MengHumanLiverHCC5.45e-12-4.66e-010.0107
866SERPINA6cirrhotic1HumanLiverCirrhotic2.48e-154.16e-010.0202
866SERPINA6cirrhotic2HumanLiverCirrhotic2.67e-275.53e-010.0201
866SERPINA6HCC1HumanLiverHCC1.06e-044.19e+000.5336
866SERPINA6HCC2HumanLiverHCC1.36e-264.92e+000.5341
866SERPINA6HCC5HumanLiverHCC5.52e-071.13e+000.4932
866SERPINA6Pt13.bHumanLiverHCC2.62e-062.99e-030.0251
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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:005254714BreastIDCregulation of peptidase activity96/1434461/187237.58e-206.15e-1796
GO:005254814BreastIDCregulation of endopeptidase activity88/1434432/187231.20e-174.85e-1588
GO:004586114BreastIDCnegative regulation of proteolysis70/1434351/187238.21e-142.22e-1170
GO:005134613BreastIDCnegative regulation of hydrolase activity71/1434379/187231.33e-122.90e-1071
GO:001046613BreastIDCnegative regulation of peptidase activity56/1434262/187231.39e-122.92e-1056
GO:001095112BreastIDCnegative regulation of endopeptidase activity52/1434252/187233.53e-115.57e-0952
GO:000820211LiverCirrhoticsteroid metabolic process143/4634319/187232.79e-153.18e-13143
GO:005254712LiverCirrhoticregulation of peptidase activity185/4634461/187231.32e-131.09e-11185
GO:005254812LiverCirrhoticregulation of endopeptidase activity172/4634432/187232.12e-121.58e-10172
GO:004586112LiverCirrhoticnegative regulation of proteolysis136/4634351/187233.46e-091.42e-07136
GO:005134612LiverCirrhoticnegative regulation of hydrolase activity139/4634379/187231.24e-073.42e-06139
GO:001095111LiverCirrhoticnegative regulation of endopeptidase activity98/4634252/187234.19e-079.77e-0698
GO:001046612LiverCirrhoticnegative regulation of peptidase activity100/4634262/187238.90e-071.84e-05100
GO:00082022LiverHCCsteroid metabolic process188/7958319/187231.96e-095.63e-08188
GO:005254722LiverHCCregulation of peptidase activity247/7958461/187238.28e-071.27e-05247
GO:005254822LiverHCCregulation of endopeptidase activity230/7958432/187233.58e-064.68e-05230
GO:004586122LiverHCCnegative regulation of proteolysis186/7958351/187234.19e-054.11e-04186
GO:005134622LiverHCCnegative regulation of hydrolase activity195/7958379/187232.44e-041.82e-03195
GO:001095121LiverHCCnegative regulation of endopeptidase activity129/7958252/187233.17e-031.47e-02129
GO:001046621LiverHCCnegative regulation of peptidase activity132/7958262/187235.82e-032.42e-02132
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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
SERPINA6SNVMissense_Mutationc.295N>Ap.Glu99Lysp.E99KP08185protein_codingtolerated(0.21)benign(0.078)TCGA-EA-A44S-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycarboplatinSD
SERPINA6SNVMissense_Mutationrs747671539c.586G>Ap.Val196Ilep.V196IP08185protein_codingtolerated(1)benign(0.05)TCGA-VS-A9UD-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
SERPINA6SNVMissense_Mutationc.1003A>Gp.Thr335Alap.T335AP08185protein_codingtolerated(0.1)benign(0.118)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SERPINA6SNVMissense_Mutationc.1191N>Gp.Phe397Leup.F397LP08185protein_codingtolerated(0.22)possibly_damaging(0.521)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
SERPINA6SNVMissense_Mutationrs781027025c.670N>Ap.Asp224Asnp.D224NP08185protein_codingtolerated(1)benign(0.018)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SERPINA6SNVMissense_Mutationnovelc.342N>Cp.Gln114Hisp.Q114HP08185protein_codingtolerated(1)benign(0.001)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
SERPINA6SNVMissense_Mutationnovelc.640G>Tp.Ala214Serp.A214SP08185protein_codingtolerated(0.08)benign(0.007)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SERPINA6SNVMissense_Mutationnovelc.923G>Tp.Gly308Valp.G308VP08185protein_codingdeleterious(0)possibly_damaging(0.865)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SERPINA6SNVMissense_Mutationrs751013186c.998G>Ap.Arg333Hisp.R333HP08185protein_codingdeleterious(0.03)benign(0.036)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SERPINA6SNVMissense_Mutationnovelc.578C>Tp.Ala193Valp.A193VP08185protein_codingtolerated(0.09)benign(0.022)TCGA-AP-A1DK-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
866SERPINA6DRUGGABLE GENOME, PROTEASE INHIBITORRIMEXOLONERIMEXOLONE
866SERPINA6DRUGGABLE GENOME, PROTEASE INHIBITORCiclesonideCICLESONIDE
866SERPINA6DRUGGABLE GENOME, PROTEASE INHIBITORPARAMETHASONEPARAMETHASONE
866SERPINA6DRUGGABLE GENOME, PROTEASE INHIBITORCICLESONIDECICLESONIDE
866SERPINA6DRUGGABLE GENOME, PROTEASE INHIBITORAlclometasoneALCLOMETASONE
866SERPINA6DRUGGABLE GENOME, PROTEASE INHIBITORI-vation
866SERPINA6DRUGGABLE GENOME, PROTEASE INHIBITORTRIAMCINOLONETRIAMCINOLONE
866SERPINA6DRUGGABLE GENOME, PROTEASE INHIBITORParamethasonePARAMETHASONE
866SERPINA6DRUGGABLE GENOME, PROTEASE INHIBITORBECLOMETHASONEBECLOMETHASONE
866SERPINA6DRUGGABLE GENOME, PROTEASE INHIBITORALCLOMETASONEALCLOMETASONE
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