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: HIPK1

Gene summary for HIPK1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HIPK1

Gene ID

204851

Gene namehomeodomain interacting protein kinase 1
Gene AliasMyak
Cytomap1p13.2
Gene Typeprotein-coding
GO ID

GO:0001525

UniProtAcc

Q86Z02


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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
204851HIPK1HCC1_MengHumanLiverHCC7.37e-566.43e-020.0246
204851HIPK1HCC2_MengHumanLiverHCC9.49e-353.28e-010.0107
204851HIPK1HCC1HumanLiverHCC5.99e-083.44e+000.5336
204851HIPK1HCC2HumanLiverHCC5.39e-203.88e+000.5341
204851HIPK1Pt13.bHumanLiverHCC4.76e-091.19e-010.0251
204851HIPK1S014HumanLiverHCC1.38e-105.00e-010.2254
204851HIPK1S015HumanLiverHCC2.40e-105.90e-010.2375
204851HIPK1S016HumanLiverHCC8.64e-124.84e-010.2243
204851HIPK1S027HumanLiverHCC5.23e-075.81e-010.2446
204851HIPK1S028HumanLiverHCC5.14e-125.38e-010.2503
204851HIPK1S029HumanLiverHCC1.82e-136.07e-010.2581
204851HIPK1Adj_PTCwithHT_8HumanThyroidHT2.36e-02-3.05e-010.0267
204851HIPK1PTCwithHT_8HumanThyroidHT1.15e-03-2.98e-010.0351
204851HIPK1male-WTAHumanThyroidPTC2.39e-284.75e-020.1037
204851HIPK1PTC01HumanThyroidPTC7.35e-12-2.35e-020.1899
204851HIPK1PTC03HumanThyroidPTC5.27e-033.34e-020.1784
204851HIPK1PTC04HumanThyroidPTC5.40e-223.89e-010.1927
204851HIPK1PTC05HumanThyroidPTC1.08e-104.03e-010.2065
204851HIPK1PTC06HumanThyroidPTC1.01e-276.12e-010.2057
204851HIPK1PTC07HumanThyroidPTC7.69e-254.35e-010.2044
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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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:009719322LiverHCCintrinsic apoptotic signaling pathway184/7958288/187231.50e-138.32e-12184
GO:009719122LiverHCCextrinsic apoptotic signaling pathway143/7958219/187236.99e-122.97e-10143
GO:007233122LiverHCCsignal transduction by p53 class mediator108/7958163/187237.14e-102.23e-08108
GO:007233212LiverHCCintrinsic apoptotic signaling pathway by p53 class mediator51/795876/187231.27e-051.42e-0451
GO:001810511LiverHCCpeptidyl-serine phosphorylation169/7958315/187233.86e-053.81e-04169
GO:001820911LiverHCCpeptidyl-serine modification177/7958338/187231.45e-041.17e-03177
GO:001810711LiverHCCpeptidyl-threonine phosphorylation68/7958116/187233.31e-042.33e-0368
GO:001821011LiverHCCpeptidyl-threonine modification71/7958125/187238.68e-045.14e-0371
GO:000863011LiverHCCintrinsic apoptotic signaling pathway in response to DNA damage58/795899/187238.97e-045.29e-0358
GO:004521622LiverHCCcell-cell junction organization107/7958200/187231.06e-036.11e-03107
GO:003461211LiverHCCresponse to tumor necrosis factor132/7958253/187231.14e-036.48e-03132
GO:004277111LiverHCCintrinsic apoptotic signaling pathway in response to DNA damage by p53 class mediator28/795843/187232.30e-031.14e-0228
GO:003433211LiverHCCadherens junction organization30/795849/187236.31e-032.57e-0230
GO:007135611LiverHCCcellular response to tumor necrosis factor115/7958229/187231.08e-023.99e-02115
GO:000704312LiverHCCcell-cell junction assembly76/7958146/187231.23e-024.47e-0276
GO:009719330ThyroidHTintrinsic apoptotic signaling pathway52/1272288/187237.65e-111.06e-0852
GO:007233130ThyroidHTsignal transduction by p53 class mediator31/1272163/187231.52e-078.45e-0631
GO:004521628ThyroidHTcell-cell junction organization34/1272200/187236.26e-072.62e-0534
GO:009719129ThyroidHTextrinsic apoptotic signaling pathway36/1272219/187236.85e-072.80e-0536
GO:007233229ThyroidHTintrinsic apoptotic signaling pathway by p53 class mediator17/127276/187231.04e-052.81e-0417
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0421822LiverHCCCellular senescence102/4020156/84654.18e-063.59e-052.00e-05102
hsa0421832LiverHCCCellular senescence102/4020156/84654.18e-063.59e-052.00e-05102
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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
HIPK1SNVMissense_Mutationc.2477N>Gp.Asn826Serp.N826SQ86Z02protein_codingtolerated(0.61)probably_damaging(0.931)TCGA-A2-A04P-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxolPD
HIPK1SNVMissense_Mutationc.3445C>Gp.Pro1149Alap.P1149AQ86Z02protein_codingtolerated(0.1)probably_damaging(0.986)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
HIPK1SNVMissense_Mutationc.124N>Gp.Tyr42Aspp.Y42DQ86Z02protein_codingdeleterious(0.04)probably_damaging(0.979)TCGA-AO-A124-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
HIPK1SNVMissense_Mutationrs142071670c.3566G>Ap.Arg1189Glnp.R1189QQ86Z02protein_codingtolerated(0.15)benign(0.007)TCGA-AR-A24N-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HIPK1SNVMissense_Mutationc.433N>Gp.Leu145Valp.L145VQ86Z02protein_codingtolerated(0.37)benign(0.162)TCGA-B6-A0RV-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
HIPK1SNVMissense_Mutationnovelc.1930N>Gp.Gln644Glup.Q644EQ86Z02protein_codingtolerated(0.13)possibly_damaging(0.585)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HIPK1insertionFrame_Shift_Insnovelc.967_968insCAp.Leu323ProfsTer12p.L323Pfs*12Q86Z02protein_codingTCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
HIPK1insertionNonsense_Mutationnovelc.968_969insATTTTTCTGCTAACTTTCCTCp.Leu323_Val324insPhePheCysTerLeuSerSerp.L323_V324insFFC*LSSQ86Z02protein_codingTCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
HIPK1insertionNonsense_Mutationnovelc.1022_1023insAGTGCGAAGAAACTGAAAAp.Ser342ValfsTer5p.S342Vfs*5Q86Z02protein_codingTCGA-A8-A07G-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilCR
HIPK1insertionFrame_Shift_Insnovelc.1024_1025insGAGCCCTCTGGCTGp.Ser342ArgfsTer45p.S342Rfs*45Q86Z02protein_codingTCGA-A8-A07G-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilCR
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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
204851HIPK1TRANSCRIPTION FACTOR, KINASE, TYROSINE KINASE, SERINE THREONINE KINASE, ENZYME, DRUGGABLE GENOMEinhibitor135652717STAUROSPORINE
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