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: INTS11

Gene summary for INTS11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

INTS11

Gene ID

54973

Gene nameintegrator complex subunit 11
Gene AliasCPSF3L
Cytomap1p36.33
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q5TA45


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
54973INTS11LZE2THumanEsophagusESCC1.52e-086.52e-010.082
54973INTS11LZE4THumanEsophagusESCC1.20e-265.85e-010.0811
54973INTS11LZE5THumanEsophagusESCC1.40e-064.66e-010.0514
54973INTS11LZE7THumanEsophagusESCC1.21e-268.57e-010.0667
54973INTS11LZE8THumanEsophagusESCC1.78e-215.51e-010.067
54973INTS11LZE20THumanEsophagusESCC3.87e-194.55e-010.0662
54973INTS11LZE21D1HumanEsophagusHGIN1.52e-085.43e-010.0632
54973INTS11LZE22D1HumanEsophagusHGIN4.30e-073.26e-010.0595
54973INTS11LZE22THumanEsophagusESCC6.95e-125.38e-010.068
54973INTS11LZE24THumanEsophagusESCC7.47e-519.96e-010.0596
54973INTS11LZE21THumanEsophagusESCC1.16e-053.87e-010.0655
54973INTS11LZE6THumanEsophagusESCC1.07e-155.29e-010.0845
54973INTS11S014HumanLiverHCC1.72e-411.25e+000.2254
54973INTS11S015HumanLiverHCC9.96e-411.35e+000.2375
54973INTS11S016HumanLiverHCC2.99e-461.23e+000.2243
54973INTS11S027HumanLiverHCC5.85e-149.03e-010.2446
54973INTS11S028HumanLiverHCC1.76e-381.19e+000.2503
54973INTS11S029HumanLiverHCC5.88e-321.31e+000.2581
54973INTS11male-WTAHumanThyroidPTC2.12e-131.66e-010.1037
54973INTS11PTC01HumanThyroidPTC2.34e-183.63e-010.1899
Page: 1 2 

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
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:003447010EsophagusHGINncRNA processing97/2587395/187235.92e-093.90e-0797
GO:00346606EsophagusHGINncRNA metabolic process104/2587485/187232.26e-068.23e-05104
GO:003447015EsophagusESCCncRNA processing300/8552395/187233.09e-353.26e-32300
GO:003466012EsophagusESCCncRNA metabolic process346/8552485/187234.35e-312.51e-28346
GO:00905013EsophagusESCCRNA phosphodiester bond hydrolysis110/8552152/187231.95e-116.81e-10110
GO:00903053EsophagusESCCnucleic acid phosphodiester bond hydrolysis163/8552261/187233.07e-085.73e-07163
GO:00905023EsophagusESCCRNA phosphodiester bond hydrolysis, endonucleolytic55/855282/187237.34e-055.51e-0455
GO:00344702LiverHCCncRNA processing293/7958395/187234.26e-386.76e-35293
GO:00346601LiverHCCncRNA metabolic process332/7958485/187231.48e-317.80e-29332
GO:00905011LiverHCCRNA phosphodiester bond hydrolysis101/7958152/187231.99e-095.63e-08101
GO:0090305LiverHCCnucleic acid phosphodiester bond hydrolysis152/7958261/187231.90e-073.46e-06152
GO:0090502LiverHCCRNA phosphodiester bond hydrolysis, endonucleolytic52/795882/187231.06e-049.08e-0452
GO:003447018ThyroidPTCncRNA processing215/5968395/187237.14e-211.22e-18215
GO:00346608ThyroidPTCncRNA metabolic process239/5968485/187235.54e-164.26e-14239
GO:00905015ThyroidPTCRNA phosphodiester bond hydrolysis76/5968152/187232.40e-063.17e-0576
GO:00903055ThyroidPTCnucleic acid phosphodiester bond hydrolysis105/5968261/187232.53e-031.31e-02105
GO:003447021ThyroidATCncRNA processing216/6293395/187233.14e-183.98e-16216
GO:003466021ThyroidATCncRNA metabolic process240/6293485/187232.03e-139.91e-12240
GO:009050112ThyroidATCRNA phosphodiester bond hydrolysis76/6293152/187232.07e-051.86e-0476
GO:009030511ThyroidATCnucleic acid phosphodiester bond hydrolysis107/6293261/187237.21e-032.84e-02107
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
INTS11SNVMissense_Mutationc.625G>Ap.Glu209Lysp.E209KQ5TA45protein_codingdeleterious(0)probably_damaging(1)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
INTS11SNVMissense_Mutationnovelc.83N>Cp.Val28Alap.V28AQ5TA45protein_codingtolerated(0.1)possibly_damaging(0.668)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
INTS11SNVMissense_Mutationnovelc.568G>Tp.Asp190Tyrp.D190YQ5TA45protein_codingdeleterious(0)probably_damaging(0.985)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
INTS11SNVMissense_Mutationnovelc.1043N>Ap.Gly348Glup.G348EQ5TA45protein_codingtolerated(0.18)benign(0.033)TCGA-MA-AA41-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
INTS11SNVMissense_Mutationrs779574336c.181N>Ap.Gly61Serp.G61SQ5TA45protein_codingtolerated(0.1)possibly_damaging(0.606)TCGA-UC-A7PD-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
INTS11SNVMissense_Mutationnovelc.340C>Tp.Arg114Cysp.R114CQ5TA45protein_codingtolerated(0.11)benign(0.127)TCGA-VS-A9U6-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
INTS11SNVMissense_Mutationrs375917361c.1702G>Ap.Ala568Thrp.A568TQ5TA45protein_codingtolerated_low_confidence(0.44)benign(0)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
INTS11SNVMissense_Mutationrs752783300c.1246G>Ap.Val416Metp.V416MQ5TA45protein_codingdeleterious(0.02)possibly_damaging(0.897)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
INTS11SNVMissense_Mutationc.971C>Tp.Pro324Leup.P324LQ5TA45protein_codingdeleterious(0)probably_damaging(0.97)TCGA-AD-6965-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinPD
INTS11SNVMissense_Mutationnovelc.158A>Gp.Asp53Glyp.D53GQ5TA45protein_codingdeleterious(0)possibly_damaging(0.897)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
Page: 1 2 3 4 5 6 

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