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: CREG2

Gene summary for CREG2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CREG2

Gene ID

200407

Gene namecellular repressor of E1A stimulated genes 2
Gene AliasCREG2
Cytomap2q11.2
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q8IUH2


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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
200407CREG2P5T-EHumanEsophagusESCC5.17e-275.43e-010.1327
200407CREG2P11T-EHumanEsophagusESCC1.78e-136.30e-010.1426
200407CREG2P19T-EHumanEsophagusESCC1.17e-111.62e+000.1662
200407CREG2P21T-EHumanEsophagusESCC4.44e-082.12e-010.1617
200407CREG2P24T-EHumanEsophagusESCC9.67e-186.14e-010.1287
200407CREG2P26T-EHumanEsophagusESCC1.96e-051.31e-010.1276
200407CREG2P28T-EHumanEsophagusESCC1.78e-031.32e-010.1149
200407CREG2P31T-EHumanEsophagusESCC4.17e-051.56e-010.1251
200407CREG2P37T-EHumanEsophagusESCC5.94e-112.66e-010.1371
200407CREG2P40T-EHumanEsophagusESCC2.37e-021.52e-010.109
200407CREG2P49T-EHumanEsophagusESCC1.17e-111.23e+000.1768
200407CREG2P52T-EHumanEsophagusESCC4.41e-072.51e-010.1555
200407CREG2P61T-EHumanEsophagusESCC1.59e-042.44e-010.099
200407CREG2P62T-EHumanEsophagusESCC1.20e-021.28e-010.1302
200407CREG2P83T-EHumanEsophagusESCC4.84e-093.33e-010.1738
200407CREG2P107T-EHumanEsophagusESCC3.92e-421.39e+000.171
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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
CREG2SNVMissense_Mutationrs149973647c.752N>Ap.Arg251Hisp.R251HQ8IUH2protein_codingtolerated(0.08)probably_damaging(0.98)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
CREG2SNVMissense_Mutationc.534N>Tp.Lys178Asnp.K178NQ8IUH2protein_codingtolerated(0.11)possibly_damaging(0.773)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CREG2SNVMissense_Mutationc.777N>Tp.Lys259Asnp.K259NQ8IUH2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
CREG2SNVMissense_Mutationc.751N>Tp.Arg251Cysp.R251CQ8IUH2protein_codingdeleterious(0.03)probably_damaging(0.98)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
CREG2SNVMissense_Mutationc.516C>Ap.Phe172Leup.F172LQ8IUH2protein_codingtolerated(0.05)possibly_damaging(0.869)TCGA-BS-A0UV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
CREG2SNVMissense_Mutationc.521A>Gp.Tyr174Cysp.Y174CQ8IUH2protein_codingdeleterious(0.02)probably_damaging(0.998)TCGA-D1-A17H-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CREG2SNVMissense_Mutationc.516C>Ap.Phe172Leup.F172LQ8IUH2protein_codingtolerated(0.05)possibly_damaging(0.869)TCGA-EO-A22X-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnspecificCarboplatinComplete Response
CREG2insertionFrame_Shift_Insnovelc.617_618insAp.Asn206LysfsTer4p.N206Kfs*4Q8IUH2protein_codingTCGA-ED-A7PX-01Liverliver hepatocellular carcinomaFemale<65I/IIUnknownUnknownSD
CREG2SNVMissense_Mutationrs754794220c.856G>Tp.Val286Phep.V286FQ8IUH2protein_codingdeleterious(0)benign(0.388)TCGA-38-4631-01Lunglung adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CREG2SNVMissense_Mutationc.820G>Tp.Ala274Serp.A274SQ8IUH2protein_codingtolerated(0.08)benign(0.079)TCGA-64-1678-01Lunglung adenocarcinomaFemale>=65I/IIChemotherapycarboplatinSD
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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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