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: HIP1R

Gene summary for HIP1R

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HIP1R

Gene ID

9026

Gene namehuntingtin interacting protein 1 related
Gene AliasHIP12
Cytomap12q24.31
Gene Typeprotein-coding
GO ID

GO:0001696

UniProtAcc

B3KQW8


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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
9026HIP1RLZE5THumanEsophagusESCC7.82e-033.46e-010.0514
9026HIP1RLZE7THumanEsophagusESCC4.47e-042.75e-010.0667
9026HIP1RLZE20THumanEsophagusESCC3.71e-061.65e-010.0662
9026HIP1RLZE24THumanEsophagusESCC2.89e-143.54e-010.0596
9026HIP1RLZE21THumanEsophagusESCC1.13e-043.65e-010.0655
9026HIP1RP1T-EHumanEsophagusESCC2.93e-135.13e-010.0875
9026HIP1RP2T-EHumanEsophagusESCC5.73e-265.53e-010.1177
9026HIP1RP4T-EHumanEsophagusESCC1.92e-102.49e-010.1323
9026HIP1RP5T-EHumanEsophagusESCC1.69e-184.14e-010.1327
9026HIP1RP8T-EHumanEsophagusESCC4.42e-244.96e-010.0889
9026HIP1RP9T-EHumanEsophagusESCC1.65e-031.39e-010.1131
9026HIP1RP10T-EHumanEsophagusESCC4.44e-081.23e-010.116
9026HIP1RP11T-EHumanEsophagusESCC2.26e-073.98e-010.1426
9026HIP1RP12T-EHumanEsophagusESCC2.81e-163.20e-010.1122
9026HIP1RP15T-EHumanEsophagusESCC1.40e-143.38e-010.1149
9026HIP1RP16T-EHumanEsophagusESCC3.26e-152.36e-010.1153
9026HIP1RP17T-EHumanEsophagusESCC7.22e-104.00e-010.1278
9026HIP1RP20T-EHumanEsophagusESCC3.11e-092.71e-010.1124
9026HIP1RP21T-EHumanEsophagusESCC3.24e-285.04e-010.1617
9026HIP1RP22T-EHumanEsophagusESCC5.12e-051.10e-010.1236
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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
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
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
∗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:19021108EsophagusESCCpositive regulation of mitochondrial membrane permeability involved in apoptotic process31/855238/187235.93e-066.10e-0531
GO:0043280110EsophagusESCCpositive regulation of cysteine-type endopeptidase activity involved in apoptotic process84/8552129/187236.38e-066.55e-0584
GO:00480087EsophagusESCCplatelet-derived growth factor receptor signaling pathway42/855256/187237.62e-067.54e-0542
GO:2001056110EsophagusESCCpositive regulation of cysteine-type endopeptidase activity94/8552148/187238.87e-068.59e-0594
GO:19057108EsophagusESCCpositive regulation of membrane permeability37/855248/187238.99e-068.65e-0537
GO:003083819EsophagusESCCpositive regulation of actin filament polymerization66/855299/187231.96e-051.72e-0466
GO:000691915EsophagusESCCactivation of cysteine-type endopeptidase activity involved in apoptotic process54/855278/187232.17e-051.87e-0454
GO:000815420EsophagusESCCactin polymerization or depolymerization130/8552218/187232.19e-051.88e-04130
GO:19010289EsophagusESCCregulation of mitochondrial outer membrane permeabilization involved in apoptotic signaling pathway19/855221/187232.28e-051.96e-0419
GO:190118413EsophagusESCCregulation of ERBB signaling pathway54/855279/187233.81e-053.08e-0454
GO:19021086EsophagusESCCregulation of mitochondrial membrane permeability involved in apoptotic process34/855245/187234.37e-053.49e-0434
GO:000689818EsophagusESCCreceptor-mediated endocytosis142/8552244/187235.22e-054.05e-04142
GO:0030041110EsophagusESCCactin filament polymerization114/8552191/187236.46e-054.92e-04114
GO:00420588EsophagusESCCregulation of epidermal growth factor receptor signaling pathway50/855273/187236.75e-055.12e-0450
GO:000806419EsophagusESCCregulation of actin polymerization or depolymerization112/8552188/187238.31e-056.06e-04112
GO:003083218EsophagusESCCregulation of actin filament length112/8552189/187231.13e-047.85e-04112
GO:003083320EsophagusESCCregulation of actin filament polymerization103/8552172/187231.19e-048.15e-04103
GO:0031333110EsophagusESCCnegative regulation of protein-containing complex assembly86/8552141/187231.74e-041.14e-0386
GO:19010304EsophagusESCCpositive regulation of mitochondrial outer membrane permeabilization involved in apoptotic signaling pathway11/855211/187231.80e-041.16e-0311
GO:007258314EsophagusESCCclathrin-dependent endocytosis34/855247/187231.91e-041.21e-0334
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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
HIP1RSNVMissense_Mutationrs771199833c.2192N>Tp.Arg731Leup.R731LO75146protein_codingdeleterious(0.02)benign(0.001)TCGA-A7-A3RF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozolePD
HIP1RSNVMissense_Mutationc.2901T>Gp.Asp967Glup.D967EO75146protein_codingdeleterious(0.03)probably_damaging(0.998)TCGA-E2-A1B4-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyarimidexSD
HIP1RSNVMissense_Mutationrs749155510c.1696N>Tp.Arg566Trpp.R566WO75146protein_codingdeleterious(0.01)possibly_damaging(0.677)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HIP1RinsertionFrame_Shift_Insnovelc.2349_2350insCTGGp.Asp784LeufsTer13p.D784Lfs*13O75146protein_codingTCGA-DS-A1OA-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycarboplatinPD
HIP1RinsertionFrame_Shift_Insnovelc.2351_2352insAAGCp.Asp784GlufsTer13p.D784Efs*13O75146protein_codingTCGA-DS-A1OA-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycarboplatinPD
HIP1RSNVMissense_Mutationrs375128048c.374N>Ap.Arg125Hisp.R125HO75146protein_codingtolerated(0.08)possibly_damaging(0.708)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
HIP1RSNVMissense_Mutationrs752398981c.1888G>Ap.Glu630Lysp.E630KO75146protein_codingdeleterious(0.01)possibly_damaging(0.701)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HIP1RSNVMissense_Mutationrs185463143c.1801C>Tp.Arg601Trpp.R601WO75146protein_codingdeleterious(0.02)possibly_damaging(0.462)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
HIP1RSNVMissense_Mutationrs756668419c.842G>Ap.Arg281Glnp.R281QO75146protein_codingtolerated(1)benign(0.013)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
HIP1RSNVMissense_Mutationrs140673904c.3068C>Tp.Ala1023Valp.A1023VO75146protein_codingtolerated(0.27)benign(0.013)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<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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