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: IER2

Gene summary for IER2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IER2

Gene ID

9592

Gene nameimmediate early response 2
Gene AliasETR101
Cytomap19p13.13
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

A0A024R7H1


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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
9592IER2GSM4909280HumanBreastPrecancer6.14e-055.24e-010.0305
9592IER2GSM4909282HumanBreastIDC4.41e-497.48e-01-0.0288
9592IER2GSM4909285HumanBreastIDC3.20e-194.68e-010.21
9592IER2GSM4909287HumanBreastIDC6.43e-133.99e-010.2057
9592IER2GSM4909290HumanBreastIDC4.77e-04-4.19e-010.2096
9592IER2GSM4909293HumanBreastIDC4.04e-093.71e-010.1581
9592IER2GSM4909294HumanBreastIDC1.37e-11-3.54e-010.2022
9592IER2GSM4909295HumanBreastIDC5.86e-032.34e-010.0898
9592IER2GSM4909296HumanBreastIDC6.36e-04-3.04e-010.1524
9592IER2GSM4909297HumanBreastIDC8.80e-221.41e-010.1517
9592IER2GSM4909299HumanBreastIDC3.81e-124.53e-010.035
9592IER2GSM4909300HumanBreastIDC2.40e-023.84e-010.0334
9592IER2GSM4909301HumanBreastIDC1.43e-123.68e-010.1577
9592IER2GSM4909303HumanBreastIDC2.51e-033.66e-010.0438
9592IER2GSM4909304HumanBreastIDC1.32e-05-4.15e-010.1636
9592IER2GSM4909305HumanBreastIDC1.55e-094.34e-010.0436
9592IER2GSM4909306HumanBreastIDC2.35e-244.85e-010.1564
9592IER2GSM4909308HumanBreastIDC3.80e-538.00e-010.158
9592IER2GSM4909309HumanBreastIDC2.43e-041.97e-010.0483
9592IER2GSM4909311HumanBreastIDC1.29e-32-1.20e-010.1534
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
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:0071774BreastPrecancerresponse to fibroblast growth factor15/1080120/187233.80e-033.05e-0215
GO:001657015EsophagusESCChistone modification323/8552463/187232.61e-267.88e-24323
GO:00356015EsophagusESCCprotein deacylation79/8552112/187238.30e-081.42e-0679
GO:00987325EsophagusESCCmacromolecule deacylation80/8552116/187233.19e-074.50e-0680
GO:00165754EsophagusESCChistone deacetylation60/855282/187233.85e-075.32e-0660
GO:00064765EsophagusESCCprotein deacetylation70/8552101/187231.29e-061.58e-0570
GO:00165707Oral cavityOSCChistone modification270/7305463/187231.59e-171.50e-15270
GO:00356014Oral cavityOSCCprotein deacylation74/7305112/187235.88e-091.26e-0774
GO:00987324Oral cavityOSCCmacromolecule deacylation74/7305116/187235.52e-081.01e-0674
GO:00064764Oral cavityOSCCprotein deacetylation66/7305101/187237.36e-081.30e-0666
GO:00165753Oral cavityOSCChistone deacetylation54/730582/187237.68e-071.08e-0554
GO:003560113Oral cavityLPprotein deacylation48/4623112/187231.85e-053.14e-0448
GO:001657014Oral cavityLPhistone modification152/4623463/187234.04e-055.90e-04152
GO:001657511Oral cavityLPhistone deacetylation37/462382/187234.28e-056.15e-0437
GO:009873212Oral cavityLPmacromolecule deacylation48/4623116/187235.51e-057.58e-0448
GO:000647613Oral cavityLPprotein deacetylation41/4623101/187233.03e-043.12e-0341
GO:00717742ProstateBPHresponse to fibroblast growth factor31/3107120/187236.55e-032.94e-0231
GO:00717741ProstateTumorresponse to fibroblast growth factor31/3246120/187231.22e-024.97e-0231
GO:00717743SkinAKresponse to fibroblast growth factor28/1910120/187232.23e-054.08e-0428
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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
IER2SNVMissense_Mutationc.146C>Tp.Ser49Leup.S49LQ9BTL4protein_codingdeleterious(0)probably_damaging(0.986)TCGA-C8-A12Z-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
IER2SNVMissense_Mutationc.244G>Cp.Glu82Glnp.E82QQ9BTL4protein_codingtolerated(0.34)benign(0.057)TCGA-EK-A3GJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
IER2SNVMissense_Mutationnovelc.246N>Tp.Glu82Aspp.E82DQ9BTL4protein_codingtolerated(0.58)benign(0.012)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
IER2SNVMissense_Mutationnovelc.371N>Tp.Ser124Ilep.S124IQ9BTL4protein_codingdeleterious(0)possibly_damaging(0.787)TCGA-AP-A1E0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
IER2SNVMissense_Mutationnovelc.504G>Tp.Glu168Aspp.E168DQ9BTL4protein_codingtolerated(0.13)probably_damaging(0.931)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
IER2SNVMissense_Mutationnovelc.125N>Tp.Ser42Ilep.S42IQ9BTL4protein_codingdeleterious(0)probably_damaging(0.99)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
IER2SNVMissense_Mutationnovelc.91N>Tp.His31Tyrp.H31YQ9BTL4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EO-A22X-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnspecificCarboplatinComplete Response
IER2SNVMissense_Mutationc.628N>Tp.Asp210Tyrp.D210YQ9BTL4protein_codingdeleterious(0)probably_damaging(0.929)TCGA-CC-A7IG-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownPD
IER2SNVMissense_Mutationrs771644993c.541N>Tp.Arg181Cysp.R181CQ9BTL4protein_codingdeleterious(0.01)possibly_damaging(0.871)TCGA-44-A47A-01Lunglung adenocarcinomaFemale>=65I/IIUnknownUnknownPD
IER2SNVMissense_Mutationc.469G>Tp.Ala157Serp.A157SQ9BTL4protein_codingtolerated(0.73)benign(0.006)TCGA-69-7979-01Lunglung adenocarcinomaFemale>=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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