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: EID2

Gene summary for EID2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

EID2

Gene ID

163126

Gene nameEP300 interacting inhibitor of differentiation 2
Gene AliasCRI2
Cytomap19q13.2
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q8N6I1


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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
163126EID2C04HumanOral cavityOSCC3.50e-053.95e-010.2633
163126EID2C21HumanOral cavityOSCC1.75e-071.96e-010.2678
163126EID2C30HumanOral cavityOSCC2.89e-218.96e-010.3055
163126EID2C43HumanOral cavityOSCC1.02e-072.05e-010.1704
163126EID2C46HumanOral cavityOSCC1.53e-061.84e-010.1673
163126EID2C57HumanOral cavityOSCC1.51e-031.27e-010.1679
163126EID2C08HumanOral cavityOSCC1.04e-062.72e-010.1919
163126EID2C09HumanOral cavityOSCC4.85e-027.51e-020.1431
163126EID2LN22HumanOral cavityOSCC2.15e-091.13e+000.1733
163126EID2LN46HumanOral cavityOSCC7.72e-052.56e-010.1666
163126EID2SYSMH1HumanOral cavityOSCC2.37e-051.91e-010.1127
163126EID2SYSMH2HumanOral cavityOSCC1.74e-093.31e-010.2326
163126EID2SYSMH3HumanOral cavityOSCC1.08e-205.37e-010.2442
163126EID2male-WTAHumanThyroidPTC3.70e-095.86e-020.1037
163126EID2PTC04HumanThyroidPTC3.12e-064.91e-020.1927
163126EID2PTC05HumanThyroidPTC1.15e-042.52e-010.2065
163126EID2PTC06HumanThyroidPTC1.85e-122.91e-010.2057
163126EID2PTC07HumanThyroidPTC6.32e-192.33e-010.2044
163126EID2ATC12HumanThyroidATC1.18e-041.93e-020.34
163126EID2ATC13HumanThyroidATC2.60e-561.68e+000.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:00715598Oral cavityOSCCresponse to transforming growth factor beta140/7305256/187232.34e-073.70e-06140
GO:00715608Oral cavityOSCCcellular response to transforming growth factor beta stimulus137/7305250/187232.68e-074.15e-06137
GO:00071798Oral cavityOSCCtransforming growth factor beta receptor signaling pathway109/7305198/187233.21e-063.86e-05109
GO:00170155Oral cavityOSCCregulation of transforming growth factor beta receptor signaling pathway71/7305128/187231.14e-048.34e-0471
GO:19038446Oral cavityOSCCregulation of cellular response to transforming growth factor beta stimulus72/7305131/187231.51e-041.06e-0372
GO:00071789Oral cavityOSCCtransmembrane receptor protein serine/threonine kinase signaling pathway165/7305355/187232.31e-031.02e-02165
GO:00071833Oral cavityOSCCSMAD protein complex assembly10/730513/187236.32e-032.35e-0210
GO:007155919ThyroidPTCresponse to transforming growth factor beta131/5968256/187239.20e-113.17e-09131
GO:007156019ThyroidPTCcellular response to transforming growth factor beta stimulus126/5968250/187237.34e-102.19e-08126
GO:000717919ThyroidPTCtransforming growth factor beta receptor signaling pathway104/5968198/187231.20e-093.47e-08104
GO:001701515ThyroidPTCregulation of transforming growth factor beta receptor signaling pathway69/5968128/187231.92e-073.51e-0669
GO:190384415ThyroidPTCregulation of cellular response to transforming growth factor beta stimulus70/5968131/187232.47e-074.31e-0670
GO:000717819ThyroidPTCtransmembrane receptor protein serine/threonine kinase signaling pathway156/5968355/187231.02e-061.51e-05156
GO:00900925ThyroidPTCregulation of transmembrane receptor protein serine/threonine kinase signaling pathway108/5968256/187233.07e-042.14e-03108
GO:00305124ThyroidPTCnegative regulation of transforming growth factor beta receptor signaling pathway39/596881/187231.61e-038.93e-0339
GO:009028712ThyroidPTCregulation of cellular response to growth factor stimulus120/5968304/187232.87e-031.42e-02120
GO:00901013ThyroidPTCnegative regulation of transmembrane receptor protein serine/threonine kinase signaling pathway56/5968131/187235.63e-032.55e-0256
GO:007155925ThyroidATCresponse to transforming growth factor beta142/6293256/187234.30e-131.94e-11142
GO:007156026ThyroidATCcellular response to transforming growth factor beta stimulus137/6293250/187233.69e-121.49e-10137
GO:000717924ThyroidATCtransforming growth factor beta receptor signaling pathway112/6293198/187232.42e-118.44e-10112
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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
EID2insertionFrame_Shift_Insnovelc.323_324insTTTGTGTTTTCTTAGGp.Ala109LeufsTer44p.A109Lfs*44Q8N6I1protein_codingTCGA-A8-A090-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
EID2insertionNonsense_Mutationnovelc.351_352insTGAAGTTATCAACCCTCTp.Asp117_Glu118insTerp.D117_E118ins*Q8N6I1protein_codingTCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
EID2SNVMissense_Mutationnovelc.407N>Tp.Ala136Valp.A136VQ8N6I1protein_codingdeleterious(0.02)possibly_damaging(0.805)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
EID2SNVMissense_Mutationnovelc.660N>Gp.Ile220Metp.I220MQ8N6I1protein_codingtolerated(0.06)probably_damaging(0.997)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
EID2SNVMissense_Mutationc.317N>Tp.Ala106Valp.A106VQ8N6I1protein_codingdeleterious(0.01)probably_damaging(0.994)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
EID2SNVMissense_Mutationnovelc.621T>Gp.Ile207Metp.I207MQ8N6I1protein_codingtolerated(0.05)benign(0.316)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
EID2SNVMissense_Mutationnovelc.610G>Tp.Asp204Tyrp.D204YQ8N6I1protein_codingtolerated(0.06)probably_damaging(0.998)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
EID2SNVMissense_Mutationnovelc.647C>Ap.Ala216Aspp.A216DQ8N6I1protein_codingdeleterious(0)probably_damaging(0.998)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
EID2SNVMissense_Mutationc.469N>Ap.Leu157Ilep.L157IQ8N6I1protein_codingdeleterious(0.04)benign(0.059)TCGA-D1-A16X-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
EID2SNVMissense_Mutationc.469C>Ap.Leu157Ilep.L157IQ8N6I1protein_codingdeleterious(0.04)benign(0.059)TCGA-EO-A3AY-01Endometriumuterine corpus endometrioid carcinomaFemale<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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