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: IER5L

Gene summary for IER5L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IER5L

Gene ID

389792

Gene nameimmediate early response 5 like
Gene AliasbA247A12.2
Cytomap9q34.11
Gene Typeprotein-coding
GO ID

NA

UniProtAcc

Q5T953


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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
389792IER5LCCI_2HumanCervixCC3.34e-111.09e+000.5249
389792IER5Lsample1HumanCervixCC1.93e-106.19e-010.0959
389792IER5LT1HumanCervixCC6.39e-277.77e-010.0918
389792IER5LT2HumanCervixCC3.13e-034.85e-010.0709
389792IER5LT3HumanCervixCC1.09e-022.39e-010.1389
389792IER5LAEH-subject1HumanEndometriumAEH1.13e-186.46e-01-0.3059
389792IER5LAEH-subject2HumanEndometriumAEH1.20e-145.26e-01-0.2525
389792IER5LAEH-subject3HumanEndometriumAEH5.70e-125.44e-01-0.2576
389792IER5LEEC-subject2HumanEndometriumEEC2.84e-023.50e-01-0.2607
389792IER5LEEC-subject3HumanEndometriumEEC9.34e-12-1.92e-01-0.2525
389792IER5LGSM5276934HumanEndometriumEEC1.19e-07-2.79e-01-0.0913
389792IER5LGSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.41e-14-7.74e-02-0.1869
389792IER5LGSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC7.39e-13-1.40e-01-0.1875
389792IER5LGSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC1.71e-13-1.90e-01-0.1883
389792IER5LGSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC5.75e-11-2.36e-01-0.1934
389792IER5LGSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC1.45e-223.10e-01-0.1917
389792IER5LGSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC5.67e-282.98e-01-0.1916
389792IER5LLZE4THumanEsophagusESCC2.08e-063.87e-020.0811
389792IER5LLZE5THumanEsophagusESCC8.24e-031.49e-010.0514
389792IER5LLZE8THumanEsophagusESCC4.09e-02-5.08e-030.067
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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
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
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
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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
IER5LinsertionNonsense_Mutationnovelc.7_8insAATGAGGGAAp.Cys3Terp.C3*Q5T953protein_codingTCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
IER5LdeletionFrame_Shift_Delc.978delNp.Gly328AlafsTer29p.G328Afs*29Q5T953protein_codingTCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
IER5LdeletionFrame_Shift_Delc.978delCp.Gly328AlafsTer29p.G328Afs*29Q5T953protein_codingTCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
IER5LSNVMissense_Mutationnovelc.26N>Ap.Ser9Asnp.S9NQ5T953protein_codingtolerated_low_confidence(0.3)benign(0.096)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
IER5LSNVMissense_Mutationnovelc.731C>Gp.Ser244Trpp.S244WQ5T953protein_codingdeleterious_low_confidence(0)probably_damaging(0.984)TCGA-NJ-A4YP-01Lunglung adenocarcinomaMale<65I/IIUnknownUnknownSD
IER5LSNVMissense_Mutationrs763398316c.34A>Gp.Ser12Glyp.S12GQ5T953protein_codingdeleterious_low_confidence(0.01)benign(0.132)TCGA-BR-4361-01Stomachstomach adenocarcinomaFemale>=65III/IVUnknownUnknownSD
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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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