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: INTS8

Gene summary for INTS8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

INTS8

Gene ID

55656

Gene nameintegrator complex subunit 8
Gene AliasC8orf52
Cytomap8q22.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q75QN2


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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
55656INTS8LZE2THumanEsophagusESCC7.84e-045.15e-010.082
55656INTS8LZE4THumanEsophagusESCC1.75e-082.34e-010.0811
55656INTS8LZE8THumanEsophagusESCC7.87e-061.43e-010.067
55656INTS8LZE20THumanEsophagusESCC9.12e-112.35e-010.0662
55656INTS8LZE22THumanEsophagusESCC7.60e-042.34e-010.068
55656INTS8LZE24THumanEsophagusESCC5.15e-113.33e-010.0596
55656INTS8P1T-EHumanEsophagusESCC1.25e-032.31e-010.0875
55656INTS8P2T-EHumanEsophagusESCC1.18e-244.15e-010.1177
55656INTS8P4T-EHumanEsophagusESCC1.29e-113.05e-010.1323
55656INTS8P5T-EHumanEsophagusESCC5.96e-121.06e-010.1327
55656INTS8P8T-EHumanEsophagusESCC8.01e-151.54e-010.0889
55656INTS8P9T-EHumanEsophagusESCC4.83e-041.42e-010.1131
55656INTS8P10T-EHumanEsophagusESCC3.66e-082.07e-010.116
55656INTS8P11T-EHumanEsophagusESCC4.17e-052.19e-010.1426
55656INTS8P12T-EHumanEsophagusESCC2.99e-223.93e-010.1122
55656INTS8P15T-EHumanEsophagusESCC8.06e-173.78e-010.1149
55656INTS8P16T-EHumanEsophagusESCC8.15e-184.29e-010.1153
55656INTS8P17T-EHumanEsophagusESCC2.16e-052.38e-010.1278
55656INTS8P19T-EHumanEsophagusESCC1.40e-023.29e-010.1662
55656INTS8P20T-EHumanEsophagusESCC4.99e-152.84e-010.1124
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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
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:003447015EsophagusESCCncRNA processing300/8552395/187233.09e-353.26e-32300
GO:003466012EsophagusESCCncRNA metabolic process346/8552485/187234.35e-312.51e-28346
GO:00311233EsophagusESCCRNA 3'-end processing76/8552116/187231.25e-051.15e-0476
GO:00344704LiverNAFLDncRNA processing57/1882395/187233.34e-032.93e-0257
GO:00344702LiverHCCncRNA processing293/7958395/187234.26e-386.76e-35293
GO:00346601LiverHCCncRNA metabolic process332/7958485/187231.48e-317.80e-29332
GO:00311231LiverHCCRNA 3'-end processing81/7958116/187232.27e-096.32e-0881
GO:00344709Oral cavityOSCCncRNA processing263/7305395/187234.38e-292.78e-26263
GO:00346605Oral cavityOSCCncRNA metabolic process296/7305485/187232.94e-236.65e-21296
GO:00311232Oral cavityOSCCRNA 3'-end processing75/7305116/187231.93e-083.79e-0775
GO:003447017SkincSCCncRNA processing215/4864395/187236.83e-344.28e-31215
GO:003466013SkincSCCncRNA metabolic process234/4864485/187231.37e-264.77e-24234
GO:00311234SkincSCCRNA 3'-end processing58/4864116/187232.47e-086.89e-0758
GO:0043628SkincSCCncRNA 3'-end processing22/486450/187234.31e-032.27e-0222
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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
INTS8SNVMissense_Mutationnovelc.2968A>Tp.Met990Leup.M990LQ75QN2protein_codingtolerated(0.65)possibly_damaging(0.811)TCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
INTS8SNVMissense_Mutationc.1252C>Gp.Leu418Valp.L418VQ75QN2protein_codingdeleterious(0.01)benign(0.178)TCGA-A8-A09G-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
INTS8SNVMissense_Mutationc.230N>Tp.Arg77Ilep.R77IQ75QN2protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
INTS8SNVMissense_Mutationc.2874C>Gp.Ile958Metp.I958MQ75QN2protein_codingdeleterious(0.04)benign(0.07)TCGA-AN-A0XR-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
INTS8SNVMissense_Mutationc.2510N>Cp.Ile837Thrp.I837TQ75QN2protein_codingtolerated(0.3)benign(0.003)TCGA-B6-A0RV-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
INTS8SNVMissense_Mutationnovelc.2942N>Ap.Arg981Lysp.R981KQ75QN2protein_codingtolerated(0.55)benign(0.005)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
INTS8SNVMissense_Mutationc.1318N>Ap.Ala440Thrp.A440TQ75QN2protein_codingtolerated(0.06)benign(0.295)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
INTS8SNVMissense_Mutationc.2791N>Cp.Tyr931Hisp.Y931HQ75QN2protein_codingdeleterious(0.03)probably_damaging(0.944)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
INTS8SNVMissense_Mutationnovelc.2845G>Ap.Gly949Argp.G949RQ75QN2protein_codingdeleterious(0)probably_damaging(0.995)TCGA-GM-A2DF-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
INTS8insertionFrame_Shift_Insnovelc.296_297insCACAGTTTTGTTTTGCTTTATTTATTTATGTATTTATTTGp.Leu99PhefsTer29p.L99Ffs*29Q75QN2protein_codingTCGA-A8-A06P-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificSD
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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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