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: HNF1B

Gene summary for HNF1B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HNF1B

Gene ID

6928

Gene nameHNF1 homeobox B
Gene AliasADTKD3
Cytomap17q12
Gene Typeprotein-coding
GO ID

GO:0001655

UniProtAcc

P35680


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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
6928HNF1BS43HumanLiverCirrhotic7.02e-04-1.88e-01-0.0187
6928HNF1BHCC1_MengHumanLiverHCC6.55e-15-2.65e-010.0246
6928HNF1BHCC2_MengHumanLiverHCC5.85e-17-7.36e-020.0107
6928HNF1Bcirrhotic1HumanLiverCirrhotic2.48e-044.14e-020.0202
6928HNF1Bcirrhotic2HumanLiverCirrhotic3.73e-193.84e-010.0201
6928HNF1BHCC1HumanLiverHCC1.55e-021.14e+000.5336
6928HNF1BHCC5HumanLiverHCC4.96e-091.31e-010.4932
6928HNF1BPt13.aHumanLiverHCC6.22e-05-2.60e-010.021
6928HNF1BPt13.bHumanLiverHCC5.61e-03-2.10e-010.0251
6928HNF1BPt13.cHumanLiverHCC4.49e-06-2.95e-010.0076
6928HNF1BPt14.dHumanLiverHCC4.90e-02-2.34e-010.0143
6928HNF1BS014HumanLiverHCC2.82e-03-2.65e-010.2254
6928HNF1BS015HumanLiverHCC3.22e-04-2.63e-010.2375
6928HNF1BS016HumanLiverHCC9.64e-07-2.83e-010.2243
6928HNF1BS028HumanLiverHCC7.28e-066.76e-010.2503
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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:000188912LiverCirrhoticliver development81/4634147/187232.99e-153.35e-1381
GO:006100812LiverCirrhotichepaticobiliary system development82/4634150/187233.72e-154.09e-1382
GO:000974312LiverCirrhoticresponse to carbohydrate101/4634253/187236.24e-081.92e-06101
GO:000941012LiverCirrhoticresponse to xenobiotic stimulus165/4634462/187236.82e-082.09e-06165
GO:004873212LiverCirrhoticgland development154/4634436/187234.03e-079.42e-06154
GO:000762312LiverCirrhoticcircadian rhythm84/4634210/187237.04e-071.50e-0584
GO:00329221LiverCirrhoticcircadian regulation of gene expression34/463468/187236.04e-069.74e-0534
GO:004851111LiverCirrhoticrhythmic process103/4634298/187238.47e-059.19e-04103
GO:0006367LiverCirrhotictranscription initiation from RNA polymerase II promoter31/463477/187231.91e-031.20e-0231
GO:00703652LiverCirrhotichepatocyte differentiation9/463416/187236.94e-033.38e-029
GO:0060260LiverCirrhoticregulation of transcription initiation from RNA polymerase II promoter15/463433/187237.61e-033.60e-0215
GO:2000142LiverCirrhoticregulation of DNA-templated transcription, initiation17/463440/187231.04e-024.61e-0217
GO:000188922LiverHCCliver development108/7958147/187232.16e-141.41e-12108
GO:006100822LiverHCChepaticobiliary system development109/7958150/187235.72e-143.42e-12109
GO:004873222LiverHCCgland development242/7958436/187232.26e-085.28e-07242
GO:000974322LiverHCCresponse to carbohydrate149/7958253/187239.55e-081.89e-06149
GO:000941022LiverHCCresponse to xenobiotic stimulus248/7958462/187236.47e-071.02e-05248
GO:00063671LiverHCCtranscription initiation from RNA polymerase II promoter52/795877/187237.87e-069.27e-0552
GO:0006352LiverHCCDNA-templated transcription, initiation78/7958130/187234.19e-054.11e-0478
GO:000762321LiverHCCcircadian rhythm117/7958210/187237.29e-056.54e-04117
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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
HNF1BABSColorectumHealthyAC124319.2,RAB23,TENM2, etc.3.65e-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.
HNF1BASCColorectumHealthyAC124319.2,RAB23,TENM2, etc.1.37e-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.
HNF1BDUCT1PancreasADJONECUT2,FGFR2,ANXA4, etc.7.03e-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
HNF1BSNVMissense_Mutationnovelc.1333G>Ap.Ala445Thrp.A445TP35680protein_codingtolerated(0.09)benign(0.062)TCGA-A7-A6VV-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
HNF1BSNVMissense_Mutationnovelc.910N>Gp.Arg304Glyp.R304GP35680protein_codingdeleterious(0.01)possibly_damaging(0.824)TCGA-A8-A08G-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
HNF1BSNVMissense_Mutationnovelc.1606N>Tp.Asp536Tyrp.D536YP35680protein_codingdeleterious(0)probably_damaging(0.964)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HNF1BSNVMissense_Mutationnovelc.1617C>Ap.Ser539Argp.S539RP35680protein_codingdeleterious(0.01)possibly_damaging(0.899)TCGA-DG-A2KL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
HNF1BSNVMissense_Mutationnovelc.502N>Gp.Leu168Valp.L168VP35680protein_codingdeleterious(0)probably_damaging(0.998)TCGA-EK-A2RK-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
HNF1BSNVMissense_Mutationnovelc.130G>Cp.Glu44Glnp.E44QP35680protein_codingtolerated(0.11)possibly_damaging(0.724)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HNF1BSNVMissense_Mutationrs866277746c.421N>Ap.Asp141Asnp.D141NP35680protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
HNF1BSNVMissense_Mutationnovelc.775G>Cp.Glu259Glnp.E259QP35680protein_codingdeleterious(0.05)benign(0.084)TCGA-AA-3819-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
HNF1BSNVMissense_Mutationnovelc.517N>Ap.Val173Ilep.V173IP35680protein_codingtolerated(0.1)possibly_damaging(0.513)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
HNF1BSNVMissense_Mutationnovelc.1616N>Tp.Ser539Ilep.S539IP35680protein_codingdeleterious(0)possibly_damaging(0.899)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
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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
6928HNF1BTRANSCRIPTION FACTOR, CLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR COMPLEXplatinumPLATINUM27561454
6928HNF1BTRANSCRIPTION FACTOR, CLINICALLY ACTIONABLE, TRANSCRIPTION FACTOR COMPLEXmetforminMETFORMIN
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