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: IER3IP1

Gene summary for IER3IP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IER3IP1

Gene ID

51124

Gene nameimmediate early response 3 interacting protein 1
Gene AliasHSPC039
Cytomap18q21.1
Gene Typeprotein-coding
GO ID

GO:0003330

UniProtAcc

Q9Y5U9


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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
51124IER3IP1AEH-subject1HumanEndometriumAEH8.75e-07-3.13e-01-0.3059
51124IER3IP1AEH-subject2HumanEndometriumAEH9.29e-13-2.74e-01-0.2525
51124IER3IP1AEH-subject3HumanEndometriumAEH6.80e-08-2.56e-01-0.2576
51124IER3IP1AEH-subject4HumanEndometriumAEH9.37e-10-2.55e-01-0.2657
51124IER3IP1EEC-subject1HumanEndometriumEEC1.88e-08-2.66e-01-0.2682
51124IER3IP1EEC-subject2HumanEndometriumEEC2.45e-06-3.34e-01-0.2607
51124IER3IP1EEC-subject3HumanEndometriumEEC7.11e-34-3.20e-01-0.2525
51124IER3IP1EEC-subject4HumanEndometriumEEC3.48e-05-2.03e-01-0.2571
51124IER3IP1EEC-subject5HumanEndometriumEEC1.06e-02-1.02e-01-0.249
51124IER3IP1GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.74e-29-1.84e-01-0.1869
51124IER3IP1GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC8.26e-30-2.89e-01-0.1875
51124IER3IP1GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC4.78e-34-3.21e-01-0.1883
51124IER3IP1GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC5.06e-22-1.62e-01-0.1934
51124IER3IP1GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC8.10e-39-1.70e-01-0.1917
51124IER3IP1GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC3.38e-40-1.67e-01-0.1916
51124IER3IP1GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC1.83e-02-1.62e-01-0.1269
51124IER3IP1LZE2THumanEsophagusESCC1.43e-038.59e-010.082
51124IER3IP1LZE4THumanEsophagusESCC9.71e-217.71e-010.0811
51124IER3IP1LZE7THumanEsophagusESCC3.44e-131.08e+000.0667
51124IER3IP1LZE8THumanEsophagusESCC1.85e-022.40e-010.067
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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:190495115EndometriumAEHpositive regulation of establishment of protein localization74/2100319/187237.05e-106.51e-0874
GO:005122215EndometriumAEHpositive regulation of protein transport66/2100303/187237.79e-083.99e-0666
GO:00481939EndometriumAEHGolgi vesicle transport60/2100296/187233.65e-069.79e-0560
GO:00068886EndometriumAEHendoplasmic reticulum to Golgi vesicle-mediated transport29/2100130/187232.11e-042.59e-0329
GO:00507087EndometriumAEHregulation of protein secretion49/2100268/187233.83e-044.12e-0349
GO:00507149EndometriumAEHpositive regulation of protein secretion28/2100137/187231.17e-031.01e-0228
GO:0035265EndometriumAEHorgan growth33/2100178/187232.53e-031.87e-0233
GO:00716927EndometriumAEHprotein localization to extracellular region58/2100368/187234.72e-033.00e-0258
GO:00093068EndometriumAEHprotein secretion56/2100359/187236.71e-033.94e-0256
GO:00355928EndometriumAEHestablishment of protein localization to extracellular region56/2100360/187237.10e-034.09e-0256
GO:190495116EndometriumEECpositive regulation of establishment of protein localization74/2168319/187232.90e-092.10e-0774
GO:005122216EndometriumEECpositive regulation of protein transport66/2168303/187232.55e-071.09e-0566
GO:004819313EndometriumEECGolgi vesicle transport60/2168296/187239.91e-062.17e-0460
GO:000688812EndometriumEECendoplasmic reticulum to Golgi vesicle-mediated transport29/2168130/187233.63e-043.95e-0329
GO:005070813EndometriumEECregulation of protein secretion50/2168268/187234.33e-044.51e-0350
GO:005071412EndometriumEECpositive regulation of protein secretion28/2168137/187231.89e-031.45e-0228
GO:007169213EndometriumEECprotein localization to extracellular region59/2168368/187235.98e-033.56e-0259
GO:00352651EndometriumEECorgan growth32/2168178/187237.54e-034.22e-0232
GO:000930614EndometriumEECprotein secretion57/2168359/187238.30e-034.57e-0257
GO:003559214EndometriumEECestablishment of protein localization to extracellular region57/2168360/187238.78e-034.74e-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
IER3IP1SNVMissense_Mutationc.196N>Tp.Pro66Serp.P66SQ9Y5U9protein_codingdeleterious(0.02)possibly_damaging(0.874)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
IER3IP1SNVMissense_Mutationrs201912542c.175G>Ap.Val59Ilep.V59IQ9Y5U9protein_codingtolerated(0.39)benign(0.044)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
IER3IP1SNVMissense_Mutationnovelc.208N>Tp.Val70Leup.V70LQ9Y5U9protein_codingtolerated(0.74)benign(0.009)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
IER3IP1SNVMissense_Mutationc.149N>Tp.Ser50Leup.S50LQ9Y5U9protein_codingtolerated(0.12)benign(0.059)TCGA-BR-8286-01Stomachstomach adenocarcinomaMale<65I/IIUnknownUnknownSD
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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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