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: INTS10

Gene summary for INTS10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

INTS10

Gene ID

55174

Gene nameintegrator complex subunit 10
Gene AliasC8orf35
Cytomap8p21.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9NVR2


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
55174INTS10LZE2THumanEsophagusESCC4.79e-024.80e-010.082
55174INTS10LZE3DHumanEsophagusHGIN2.17e-034.13e-010.0668
55174INTS10LZE4THumanEsophagusESCC1.16e-136.45e-010.0811
55174INTS10LZE7THumanEsophagusESCC3.64e-041.63e-010.0667
55174INTS10LZE20THumanEsophagusESCC1.62e-034.71e-020.0662
55174INTS10LZE22THumanEsophagusESCC8.45e-035.07e-020.068
55174INTS10LZE24THumanEsophagusESCC8.45e-194.05e-010.0596
55174INTS10LZE21THumanEsophagusESCC3.88e-054.50e-010.0655
55174INTS10P1T-EHumanEsophagusESCC1.18e-054.70e-010.0875
55174INTS10P2T-EHumanEsophagusESCC2.92e-427.24e-010.1177
55174INTS10P4T-EHumanEsophagusESCC3.91e-358.73e-010.1323
55174INTS10P5T-EHumanEsophagusESCC1.19e-102.18e-010.1327
55174INTS10P8T-EHumanEsophagusESCC6.17e-244.44e-010.0889
55174INTS10P9T-EHumanEsophagusESCC1.57e-173.55e-010.1131
55174INTS10P10T-EHumanEsophagusESCC7.54e-407.26e-010.116
55174INTS10P11T-EHumanEsophagusESCC1.58e-133.67e-010.1426
55174INTS10P12T-EHumanEsophagusESCC1.69e-183.48e-010.1122
55174INTS10P15T-EHumanEsophagusESCC2.33e-163.00e-010.1149
55174INTS10P16T-EHumanEsophagusESCC2.20e-499.71e-010.1153
55174INTS10P17T-EHumanEsophagusESCC2.07e-032.98e-010.1278
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
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:003447015EsophagusESCCncRNA processing300/8552395/187233.09e-353.26e-32300
GO:003466012EsophagusESCCncRNA metabolic process346/8552485/187234.35e-312.51e-28346
GO:00344709Oral cavityOSCCncRNA processing263/7305395/187234.38e-292.78e-26263
GO:00346605Oral cavityOSCCncRNA metabolic process296/7305485/187232.94e-236.65e-21296
GO:003447017SkincSCCncRNA processing215/4864395/187236.83e-344.28e-31215
GO:003466013SkincSCCncRNA metabolic process234/4864485/187231.37e-264.77e-24234
GO:003447018ThyroidPTCncRNA processing215/5968395/187237.14e-211.22e-18215
GO:00346608ThyroidPTCncRNA metabolic process239/5968485/187235.54e-164.26e-14239
GO:003447021ThyroidATCncRNA processing216/6293395/187233.14e-183.98e-16216
GO:003466021ThyroidATCncRNA metabolic process240/6293485/187232.03e-139.91e-12240
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
INTS10SNVMissense_Mutationc.1118N>Tp.Ala373Valp.A373VQ9NVR2protein_codingtolerated(0.11)benign(0.164)TCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
INTS10SNVMissense_Mutationnovelc.1961A>Tp.Gln654Leup.Q654LQ9NVR2protein_codingtolerated(0.07)probably_damaging(0.969)TCGA-AO-A0JD-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
INTS10SNVMissense_Mutationc.356N>Gp.Thr119Argp.T119RQ9NVR2protein_codingdeleterious(0)probably_damaging(0.998)TCGA-BH-A1F6-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
INTS10SNVMissense_Mutationrs772409351c.215A>Cp.Asp72Alap.D72AQ9NVR2protein_codingdeleterious(0.02)benign(0.163)TCGA-D8-A1JP-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
INTS10SNVMissense_Mutationrs772409351c.215N>Cp.Asp72Alap.D72AQ9NVR2protein_codingdeleterious(0.02)benign(0.163)TCGA-D8-A1X7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyHormone Therapydoxorubicine+cyclophosphamide+tamoxifenSD
INTS10SNVMissense_Mutationrs772409351c.215N>Cp.Asp72Alap.D72AQ9NVR2protein_codingdeleterious(0.02)benign(0.163)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
INTS10SNVMissense_Mutationc.1960N>Gp.Gln654Glup.Q654EQ9NVR2protein_codingtolerated(0.1)probably_damaging(0.954)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
INTS10insertionFrame_Shift_Insnovelc.1962_1963insTACAGCATATTTTTp.Gly655TyrfsTer8p.G655Yfs*8Q9NVR2protein_codingTCGA-AO-A0JD-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
INTS10SNVMissense_Mutationc.682N>Cp.Asp228Hisp.D228HQ9NVR2protein_codingtolerated(0.08)possibly_damaging(0.46)TCGA-MY-A5BD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
INTS10SNVMissense_Mutationc.1205N>Gp.Glu402Glyp.E402GQ9NVR2protein_codingtolerated(0.13)benign(0.244)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 

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