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: ITSN1

Gene summary for ITSN1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ITSN1

Gene ID

6453

Gene nameintersectin 1
Gene AliasITSN
Cytomap21q22.11
Gene Typeprotein-coding
GO ID

GO:0002790

UniProtAcc

Q15811


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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
6453ITSN1CCI_1HumanCervixCC3.99e-045.60e-010.528
6453ITSN1CCI_2HumanCervixCC1.80e-091.09e+000.5249
6453ITSN1HTA11_3410_2000001011HumanColorectumAD9.82e-20-5.77e-010.0155
6453ITSN1HTA11_2487_2000001011HumanColorectumSER3.16e-07-4.96e-01-0.1808
6453ITSN1HTA11_1938_2000001011HumanColorectumAD5.68e-04-4.47e-01-0.0811
6453ITSN1HTA11_78_2000001011HumanColorectumAD6.38e-06-4.46e-01-0.1088
6453ITSN1HTA11_347_2000001011HumanColorectumAD8.37e-12-4.08e-01-0.1954
6453ITSN1HTA11_2112_2000001011HumanColorectumSER5.87e-03-6.22e-01-0.2196
6453ITSN1HTA11_3361_2000001011HumanColorectumAD2.10e-08-5.71e-01-0.1207
6453ITSN1HTA11_696_2000001011HumanColorectumAD2.18e-16-5.11e-01-0.1464
6453ITSN1HTA11_866_2000001011HumanColorectumAD8.90e-14-5.07e-01-0.1001
6453ITSN1HTA11_1391_2000001011HumanColorectumAD3.62e-07-4.27e-01-0.059
6453ITSN1HTA11_7862_2000001011HumanColorectumAD2.38e-02-5.00e-01-0.0179
6453ITSN1HTA11_866_3004761011HumanColorectumAD2.11e-16-5.70e-010.096
6453ITSN1HTA11_8622_2000001021HumanColorectumSER3.62e-03-5.73e-010.0528
6453ITSN1HTA11_10711_2000001011HumanColorectumAD5.88e-10-5.68e-010.0338
6453ITSN1HTA11_7696_3000711011HumanColorectumAD4.31e-18-5.34e-010.0674
6453ITSN1HTA11_6818_2000001011HumanColorectumAD8.49e-03-5.38e-010.0112
6453ITSN1HTA11_6818_2000001021HumanColorectumAD8.14e-07-5.54e-010.0588
6453ITSN1HTA11_99999970781_79442HumanColorectumMSS1.01e-17-5.09e-010.294
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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.

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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:00995631ColorectumFAPmodification of synaptic structure11/262222/187236.30e-051.22e-0311
GO:00995041ColorectumFAPsynaptic vesicle cycle45/2622181/187236.73e-051.28e-0345
GO:00990101ColorectumFAPmodification of postsynaptic structure9/262216/187239.19e-051.59e-039
GO:0023061ColorectumFAPsignal release94/2622463/187231.06e-041.76e-0394
GO:00510473ColorectumFAPpositive regulation of secretion67/2622310/187231.59e-042.43e-0367
GO:19035322ColorectumFAPpositive regulation of secretion by cell62/2622282/187231.67e-042.52e-0362
GO:00158333ColorectumFAPpeptide transport58/2622264/187232.71e-043.64e-0358
GO:00609961ColorectumFAPdendritic spine development27/262299/187233.87e-044.75e-0327
GO:00902763ColorectumFAPregulation of peptide hormone secretion45/2622196/187234.66e-045.41e-0345
GO:00900873ColorectumFAPregulation of peptide transport46/2622202/187234.91e-045.66e-0346
GO:00027913ColorectumFAPregulation of peptide secretion45/2622200/187237.36e-047.83e-0345
GO:1905244ColorectumFAPregulation of modification of synaptic structure7/262213/187238.27e-048.64e-037
GO:00300722ColorectumFAPpeptide hormone secretion51/2622236/187239.09e-049.19e-0351
GO:00428862ColorectumFAPamide transport62/2622301/187231.01e-039.93e-0362
GO:00508071ColorectumFAPregulation of synapse organization46/2622211/187231.30e-031.20e-0246
GO:00027902ColorectumFAPpeptide secretion51/2622242/187231.62e-031.43e-0251
GO:0050803ColorectumFAPregulation of synapse structure or activity46/2622218/187232.59e-032.03e-0246
GO:0046883ColorectumFAPregulation of hormone secretion50/2622249/187234.97e-033.32e-0250
GO:00364651ColorectumFAPsynaptic vesicle recycling19/262275/187236.44e-034.01e-0219
GO:0046879ColorectumFAPhormone secretion57/2622295/187236.67e-034.12e-0257
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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
ITSN1SNVMissense_Mutationrs759839079c.4639C>Tp.Arg1547Cysp.R1547CQ15811protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A8-A09D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
ITSN1SNVMissense_Mutationc.1762G>Ap.Glu588Lysp.E588KQ15811protein_codingtolerated(0.45)possibly_damaging(0.585)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ITSN1SNVMissense_Mutationrs772284990c.3008N>Tp.Ser1003Leup.S1003LQ15811protein_codingtolerated(0.22)benign(0.005)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ITSN1SNVMissense_Mutationnovelc.4542N>Cp.Lys1514Asnp.K1514NQ15811protein_codingdeleterious(0)possibly_damaging(0.782)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ITSN1SNVMissense_Mutationrs187930521c.4273N>Tp.Arg1425Trpp.R1425WQ15811protein_codingdeleterious(0)probably_damaging(0.965)TCGA-AR-A0TR-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ITSN1SNVMissense_Mutationc.255N>Gp.Ile85Metp.I85MQ15811protein_codingdeleterious(0)probably_damaging(0.998)TCGA-BH-A0EE-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelSD
ITSN1SNVMissense_Mutationc.2551G>Ap.Ala851Thrp.A851TQ15811protein_codingtolerated(0.17)probably_damaging(0.996)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ITSN1SNVMissense_Mutationc.2369N>Gp.Lys790Argp.K790RQ15811protein_codingtolerated(0.77)benign(0.268)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ITSN1SNVMissense_Mutationc.443N>Gp.Ser148Cysp.S148CQ15811protein_codingdeleterious(0.02)benign(0.439)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ITSN1SNVMissense_Mutationrs765293456c.2500G>Ap.Ala834Thrp.A834TQ15811protein_codingtolerated(0.62)benign(0.029)TCGA-E2-A14T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
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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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