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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: INIP

Gene summary for INIP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

INIP

Gene ID

58493

Gene nameINTS3 and NABP interacting protein
Gene AliasC9orf80
Cytomap9q32
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

X6R8P6


Top

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
58493INIPLZE4THumanEsophagusESCC1.73e-062.99e-010.0811
58493INIPLZE7THumanEsophagusESCC1.07e-022.71e-010.0667
58493INIPLZE8THumanEsophagusESCC3.37e-042.02e-010.067
58493INIPLZE20THumanEsophagusESCC3.50e-072.29e-010.0662
58493INIPLZE24THumanEsophagusESCC6.57e-103.10e-010.0596
58493INIPLZE6THumanEsophagusESCC1.03e-021.88e-010.0845
58493INIPP2T-EHumanEsophagusESCC6.32e-425.98e-010.1177
58493INIPP4T-EHumanEsophagusESCC3.15e-184.50e-010.1323
58493INIPP5T-EHumanEsophagusESCC1.64e-406.40e-010.1327
58493INIPP8T-EHumanEsophagusESCC1.90e-091.77e-010.0889
58493INIPP9T-EHumanEsophagusESCC2.29e-061.90e-010.1131
58493INIPP10T-EHumanEsophagusESCC2.82e-162.10e-010.116
58493INIPP11T-EHumanEsophagusESCC3.14e-063.13e-010.1426
58493INIPP12T-EHumanEsophagusESCC6.96e-172.28e-010.1122
58493INIPP15T-EHumanEsophagusESCC1.35e-193.99e-010.1149
58493INIPP16T-EHumanEsophagusESCC1.06e-172.01e-010.1153
58493INIPP17T-EHumanEsophagusESCC3.39e-032.21e-010.1278
58493INIPP20T-EHumanEsophagusESCC5.30e-091.81e-010.1124
58493INIPP21T-EHumanEsophagusESCC1.70e-173.19e-010.1617
58493INIPP22T-EHumanEsophagusESCC1.24e-149.81e-020.1236
Page: 1 2 3 4 5 

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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:001021217EsophagusESCCresponse to ionizing radiation110/8552148/187231.11e-124.78e-11110
GO:000931419EsophagusESCCresponse to radiation277/8552456/187234.42e-111.43e-09277
GO:001021211LiverCirrhoticresponse to ionizing radiation53/4634148/187231.70e-031.08e-0253
GO:001021221LiverHCCresponse to ionizing radiation89/7958148/187231.10e-051.26e-0489
GO:00093146LiverHCCresponse to radiation223/7958456/187233.08e-031.43e-02223
GO:00102128Oral cavityOSCCresponse to ionizing radiation99/7305148/187235.49e-122.08e-1099
GO:000931416Oral cavityOSCCresponse to radiation241/7305456/187239.76e-102.40e-08241
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
INIPdeletionFrame_Shift_Delnovelc.114delNp.His39IlefsTer78p.H39Ifs*78Q9NRY2protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
INIPSNVMissense_Mutationc.61N>Ap.Glu21Lysp.E21KQ9NRY2protein_codingdeleterious(0.01)benign(0.201)TCGA-EX-A1H6-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
INIPSNVMissense_Mutationc.80N>Tp.Arg27Ilep.R27IQ9NRY2protein_codingdeleterious(0)possibly_damaging(0.555)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
INIPSNVMissense_Mutationc.200N>Gp.Gln67Argp.Q67RQ9NRY2protein_codingdeleterious(0.04)probably_damaging(0.954)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
INIPSNVMissense_Mutationc.284N>Gp.Leu95Argp.L95RQ9NRY2protein_codingdeleterious(0)possibly_damaging(0.553)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
INIPSNVMissense_Mutationnovelc.133N>Ap.Ala45Thrp.A45TQ9NRY2protein_codingtolerated(0.28)benign(0.007)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
INIPSNVMissense_Mutationnovelc.224N>Tp.Ala75Valp.A75VQ9NRY2protein_codingdeleterious(0)probably_damaging(0.986)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
INIPSNVMissense_Mutationnovelc.287N>Tp.Pro96Leup.P96LQ9NRY2protein_codingdeleterious(0)possibly_damaging(0.451)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
INIPSNVMissense_Mutationc.134N>Tp.Ala45Valp.A45VQ9NRY2protein_codingtolerated(0.06)benign(0.007)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
INIPSNVMissense_Mutationrs376380195c.175N>Ap.Ala59Thrp.A59TQ9NRY2protein_codingtolerated(0.2)benign(0.302)TCGA-AP-A1DO-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 

Top

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
Page: 1