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: INSIG1

Gene summary for INSIG1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

INSIG1

Gene ID

3638

Gene nameinsulin induced gene 1
Gene AliasCL6
Cytomap7q36.3
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

A4D2M9


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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
3638INSIG1LZE2THumanEsophagusESCC2.88e-047.22e-010.082
3638INSIG1LZE4THumanEsophagusESCC2.76e-035.46e-010.0811
3638INSIG1LZE8THumanEsophagusESCC7.53e-03-1.77e-010.067
3638INSIG1LZE20THumanEsophagusESCC6.94e-073.14e-020.0662
3638INSIG1LZE24THumanEsophagusESCC2.17e-056.54e-010.0596
3638INSIG1LZE21THumanEsophagusESCC1.74e-038.17e-010.0655
3638INSIG1LZE6THumanEsophagusESCC7.89e-04-2.89e-010.0845
3638INSIG1P2T-EHumanEsophagusESCC8.61e-042.69e-010.1177
3638INSIG1P4T-EHumanEsophagusESCC1.44e-341.94e+000.1323
3638INSIG1P5T-EHumanEsophagusESCC5.11e-341.71e+000.1327
3638INSIG1P8T-EHumanEsophagusESCC8.58e-063.81e-010.0889
3638INSIG1P9T-EHumanEsophagusESCC8.46e-107.51e-010.1131
3638INSIG1P10T-EHumanEsophagusESCC1.25e-401.86e+000.116
3638INSIG1P11T-EHumanEsophagusESCC1.23e-049.38e-010.1426
3638INSIG1P12T-EHumanEsophagusESCC3.20e-073.15e-010.1122
3638INSIG1P15T-EHumanEsophagusESCC3.38e-271.46e+000.1149
3638INSIG1P17T-EHumanEsophagusESCC1.27e-02-1.90e-020.1278
3638INSIG1P20T-EHumanEsophagusESCC9.48e-168.70e-010.1124
3638INSIG1P21T-EHumanEsophagusESCC6.17e-191.43e+000.1617
3638INSIG1P22T-EHumanEsophagusESCC4.16e-239.29e-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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:00329333LiverCirrhoticSREBP signaling pathway9/463415/187233.88e-032.10e-029
GO:00069912LiverCirrhoticresponse to sterol depletion10/463418/187235.00e-032.59e-0210
GO:00510514LiverCirrhoticnegative regulation of transport141/4634470/187235.06e-032.62e-02141
GO:00454442LiverCirrhoticfat cell differentiation73/4634229/187238.57e-033.97e-0273
GO:00423043LiverCirrhoticregulation of fatty acid biosynthetic process20/463449/187239.60e-034.35e-0220
GO:004819321LiverHCCGolgi vesicle transport217/7958296/187232.58e-271.02e-24217
GO:003238621LiverHCCregulation of intracellular transport231/7958337/187231.99e-223.40e-20231
GO:003315721LiverHCCregulation of intracellular protein transport165/7958229/187238.37e-201.15e-17165
GO:000688821LiverHCCendoplasmic reticulum to Golgi vesicle-mediated transport100/7958130/187231.15e-158.67e-14100
GO:001605021LiverHCCvesicle organization194/7958300/187235.58e-153.97e-13194
GO:001605321LiverHCCorganic acid biosynthetic process200/7958316/187235.24e-143.22e-12200
GO:003286821LiverHCCresponse to insulin172/7958264/187237.14e-144.23e-12172
GO:000663122LiverHCCfatty acid metabolic process238/7958390/187238.24e-144.84e-12238
GO:004639421LiverHCCcarboxylic acid biosynthetic process198/7958314/187231.19e-136.78e-12198
GO:003286921LiverHCCcellular response to insulin stimulus137/7958203/187234.69e-132.44e-11137
GO:000690021LiverHCCvesicle budding from membrane53/795861/187237.38e-133.80e-1153
GO:004343422LiverHCCresponse to peptide hormone247/7958414/187239.55e-134.77e-11247
GO:007137521LiverHCCcellular response to peptide hormone stimulus179/7958290/187232.54e-119.88e-10179
GO:000606621LiverHCCalcohol metabolic process208/7958353/187232.80e-109.50e-09208
GO:190165321LiverHCCcellular response to peptide211/7958359/187232.86e-109.63e-09211
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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
INSIG1SNVMissense_Mutationnovelc.698N>Ap.Val233Aspp.V233DO15503protein_codingdeleterious(0)probably_damaging(0.969)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
INSIG1deletionIn_Frame_Delc.776_778delTGGp.Val259delp.V259delO15503protein_codingTCGA-A8-A07W-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyexemestaneSD
INSIG1SNVMissense_Mutationc.108G>Cp.Glu36Aspp.E36DO15503protein_codingtolerated_low_confidence(0.18)benign(0)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
INSIG1SNVMissense_Mutationnovelc.349N>Ap.Glu117Lysp.E117KO15503protein_codingtolerated(0.1)probably_damaging(0.996)TCGA-VS-A9V0-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
INSIG1SNVMissense_Mutationrs780785188c.769N>Ap.Val257Ilep.V257IO15503protein_codingtolerated(0.38)probably_damaging(0.995)TCGA-AZ-4313-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
INSIG1deletionIn_Frame_Delnovelc.276_278delNNNp.Phe92_Ser93delinsLeup.F92_S93delinsLO15503protein_codingTCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
INSIG1SNVMissense_Mutationnovelc.737N>Ap.Ser246Tyrp.S246YO15503protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
INSIG1SNVMissense_Mutationnovelc.757T>Gp.Phe253Valp.F253VO15503protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
INSIG1SNVMissense_Mutationnovelc.409N>Ap.Ala137Thrp.A137TO15503protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
INSIG1SNVMissense_Mutationnovelc.293N>Gp.Leu98Argp.L98RO15503protein_codingdeleterious(0)probably_damaging(0.955)TCGA-EY-A1GI-01Endometriumuterine corpus endometrioid carcinomaFemale<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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