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: ECSIT

Gene summary for ECSIT

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ECSIT

Gene ID

51295

Gene nameECSIT signaling integrator
Gene AliasSITPEC
Cytomap19p13.2
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q9BQ95


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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
51295ECSITHTA11_347_2000001011HumanColorectumAD8.25e-073.38e-01-0.1954
51295ECSITHTA11_83_2000001011HumanColorectumSER1.99e-074.67e-01-0.1526
51295ECSITHTA11_1391_2000001011HumanColorectumAD1.02e-043.35e-01-0.059
51295ECSITHTA11_866_3004761011HumanColorectumAD7.32e-032.21e-010.096
51295ECSITHTA11_10623_2000001011HumanColorectumAD9.12e-034.51e-01-0.0177
51295ECSITHTA11_7696_3000711011HumanColorectumAD3.57e-085.27e-010.0674
51295ECSITA015-C-203HumanColorectumFAP8.13e-05-1.20e-01-0.1294
51295ECSITA001-C-108HumanColorectumFAP1.37e-02-1.13e-01-0.0272
51295ECSITA015-C-104HumanColorectumFAP1.12e-04-3.99e-02-0.1899
51295ECSITA002-C-116HumanColorectumFAP1.50e-04-1.07e-01-0.0452
51295ECSITLZE4THumanEsophagusESCC3.56e-133.66e-010.0811
51295ECSITLZE7THumanEsophagusESCC1.53e-042.67e-010.0667
51295ECSITLZE8THumanEsophagusESCC2.83e-083.66e-010.067
51295ECSITLZE22THumanEsophagusESCC3.09e-043.83e-010.068
51295ECSITLZE24THumanEsophagusESCC5.06e-205.12e-010.0596
51295ECSITLZE21THumanEsophagusESCC1.25e-024.90e-010.0655
51295ECSITLZE6THumanEsophagusESCC2.67e-062.78e-010.0845
51295ECSITP1T-EHumanEsophagusESCC4.28e-104.09e-010.0875
51295ECSITP2T-EHumanEsophagusESCC2.65e-172.51e-010.1177
51295ECSITP4T-EHumanEsophagusESCC5.01e-326.84e-010.1323
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:0051341ColorectumSERregulation of oxidoreductase activity27/2897107/187235.86e-034.29e-0227
GO:0061635SkincSCCregulation of protein complex stability7/486411/187239.45e-034.25e-027
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04010ColorectumFAPMAPK signaling pathway68/1404302/84654.00e-031.67e-021.02e-0268
hsa040101ColorectumFAPMAPK signaling pathway68/1404302/84654.00e-031.67e-021.02e-0268
hsa0401014Oral cavityOSCCMAPK signaling pathway165/3704302/84657.11e-052.74e-041.40e-04165
hsa0401015Oral cavityOSCCMAPK signaling pathway165/3704302/84657.11e-052.74e-041.40e-04165
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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
ECSITPSCPancreasPDACTMEM97,C1QTNF4,C16orf95, etc.4.87e-01The 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.
∗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
ECSITSNVMissense_Mutationnovelc.700N>Gp.Met234Valp.M234VQ9BQ95protein_codingtolerated(0.08)benign(0.003)TCGA-4H-AAAK-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideCR
ECSITSNVMissense_Mutationc.776C>Gp.Pro259Argp.P259RQ9BQ95protein_codingtolerated(0.12)benign(0.048)TCGA-AR-A24U-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ECSITinsertionIn_Frame_Insnovelc.250_251insATGTGCTGTGTCCACTCAGGTTTAAATGGATTAAGGGCAp.Glu83_Arg84insHisValLeuCysProLeuArgPheLysTrpIleLysGlyp.E83_R84insHVLCPLRFKWIKGQ9BQ95protein_codingTCGA-E9-A1N9-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ECSITSNVMissense_Mutationrs867307996c.823N>Ap.Ala275Thrp.A275TQ9BQ95protein_codingtolerated(0.05)possibly_damaging(0.777)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ECSITSNVMissense_Mutationnovelc.946N>Ap.Glu316Lysp.E316KQ9BQ95protein_codingtolerated(0.56)benign(0)TCGA-MA-AA43-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
ECSITSNVMissense_Mutationrs774617724c.1132N>Ap.Gln378Lysp.Q378KQ9BQ95protein_codingdeleterious(0)probably_damaging(0.994)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ECSITSNVMissense_Mutationnovelc.943A>Gp.Arg315Glyp.R315GQ9BQ95protein_codingdeleterious(0.03)benign(0.15)TCGA-A6-6649-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfluorouracilSD
ECSITSNVMissense_Mutationrs537928683c.458A>Gp.His153Argp.H153RQ9BQ95protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ECSITSNVMissense_Mutationrs778037100c.353N>Ap.Arg118Glnp.R118QQ9BQ95protein_codingtolerated(0.19)benign(0.33)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ECSITSNVMissense_Mutationc.134N>Tp.Ala45Valp.A45VQ9BQ95protein_codingtolerated(0.18)benign(0.018)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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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