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: HYPK

Gene summary for HYPK

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HYPK

Gene ID

25764

Gene namehuntingtin interacting protein K
Gene AliasC15orf63
Cytomap15q15.3
Gene Typeprotein-coding
GO ID

GO:0006915

UniProtAcc

Q9NX55


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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
25764HYPKLZE4THumanEsophagusESCC6.19e-102.66e-010.0811
25764HYPKLZE5THumanEsophagusESCC1.57e-033.57e-010.0514
25764HYPKLZE20THumanEsophagusESCC4.98e-021.37e-010.0662
25764HYPKLZE22THumanEsophagusESCC1.48e-055.80e-010.068
25764HYPKLZE24THumanEsophagusESCC7.65e-051.30e-010.0596
25764HYPKLZE21THumanEsophagusESCC6.52e-032.25e-010.0655
25764HYPKP1T-EHumanEsophagusESCC1.05e-175.80e-010.0875
25764HYPKP2T-EHumanEsophagusESCC9.44e-071.61e-010.1177
25764HYPKP4T-EHumanEsophagusESCC4.30e-235.80e-010.1323
25764HYPKP5T-EHumanEsophagusESCC2.13e-154.25e-010.1327
25764HYPKP8T-EHumanEsophagusESCC1.39e-132.50e-010.0889
25764HYPKP9T-EHumanEsophagusESCC8.16e-122.85e-010.1131
25764HYPKP10T-EHumanEsophagusESCC2.51e-081.65e-010.116
25764HYPKP11T-EHumanEsophagusESCC1.13e-062.75e-010.1426
25764HYPKP12T-EHumanEsophagusESCC4.80e-133.09e-010.1122
25764HYPKP16T-EHumanEsophagusESCC2.34e-083.07e-010.1153
25764HYPKP17T-EHumanEsophagusESCC1.49e-021.52e-010.1278
25764HYPKP19T-EHumanEsophagusESCC5.57e-053.09e-010.1662
25764HYPKP20T-EHumanEsophagusESCC6.20e-061.54e-010.1124
25764HYPKP21T-EHumanEsophagusESCC1.18e-081.39e-010.1617
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe 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.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
∗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:0031647111EsophagusESCCregulation of protein stability223/8552298/187235.76e-251.52e-22223
GO:0050821111EsophagusESCCprotein stabilization140/8552191/187236.50e-153.61e-13140
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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
HYPKSNVMissense_Mutationnovelc.270C>Gp.Ile90Metp.I90MQ9NX55protein_codingdeleterious(0)possibly_damaging(0.804)TCGA-HM-A4S6-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
HYPKSNVMissense_Mutationc.251A>Tp.Glu84Valp.E84VQ9NX55protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HYPKSNVMissense_Mutationrs372106020c.368N>Tp.Ala123Valp.A123VQ9NX55protein_codingdeleterious(0)benign(0.046)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HYPKSNVMissense_Mutationc.74G>Cp.Gly25Alap.G25AQ9NX55protein_codingtolerated(0.59)benign(0.373)TCGA-AX-A06B-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
HYPKSNVMissense_Mutationrs372106020c.368N>Tp.Ala123Valp.A123VQ9NX55protein_codingdeleterious(0)benign(0.046)TCGA-AX-A0IZ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HYPKSNVMissense_Mutationnovelc.169N>Gp.Ser57Glyp.S57GQ9NX55protein_codingtolerated(0.11)possibly_damaging(0.64)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HYPKSNVMissense_Mutationrs781154272c.331N>Tp.Arg111Cysp.R111CQ9NX55protein_codingdeleterious(0)probably_damaging(0.998)TCGA-B5-A5OD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVChemotherapycarboplatinSD
HYPKSNVMissense_Mutationnovelc.191T>Cp.Met64Thrp.M64TQ9NX55protein_codingdeleterious(0)probably_damaging(0.974)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HYPKSNVMissense_Mutationnovelc.53N>Tp.Glu18Valp.E18VQ9NX55protein_codingdeleterious(0)possibly_damaging(0.9)TCGA-CN-6020-01Oral cavityhead & neck squamous cell carcinomaMale<65III/IVUnknownUnknownSD
HYPKSNVMissense_Mutationnovelc.290N>Ap.Leu97Glnp.L97QQ9NX55protein_codingdeleterious(0)probably_damaging(0.94)TCGA-CQ-A4CD-01Oral cavityhead & neck squamous cell carcinomaMale>=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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