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: CUEDC2

Gene summary for CUEDC2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CUEDC2

Gene ID

79004

Gene nameCUE domain containing 2
Gene AliasC10orf66
Cytomap10q24.32
Gene Typeprotein-coding
GO ID

GO:0001816

UniProtAcc

Q9H467


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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
79004CUEDC2LZE3DHumanEsophagusHGIN1.62e-034.39e-010.0668
79004CUEDC2LZE4THumanEsophagusESCC7.73e-122.95e-010.0811
79004CUEDC2LZE7THumanEsophagusESCC2.19e-045.27e-010.0667
79004CUEDC2LZE8THumanEsophagusESCC1.72e-113.34e-010.067
79004CUEDC2LZE24THumanEsophagusESCC4.88e-238.46e-010.0596
79004CUEDC2LZE21THumanEsophagusESCC1.19e-022.20e-010.0655
79004CUEDC2LZE6THumanEsophagusESCC6.03e-116.27e-010.0845
79004CUEDC2P1T-EHumanEsophagusESCC1.48e-107.28e-010.0875
79004CUEDC2P2T-EHumanEsophagusESCC1.40e-671.27e+000.1177
79004CUEDC2P4T-EHumanEsophagusESCC3.11e-369.27e-010.1323
79004CUEDC2P5T-EHumanEsophagusESCC2.82e-489.66e-010.1327
79004CUEDC2P8T-EHumanEsophagusESCC3.30e-337.26e-010.0889
79004CUEDC2P9T-EHumanEsophagusESCC5.15e-174.36e-010.1131
79004CUEDC2P10T-EHumanEsophagusESCC2.34e-274.51e-010.116
79004CUEDC2P11T-EHumanEsophagusESCC4.69e-186.51e-010.1426
79004CUEDC2P12T-EHumanEsophagusESCC6.95e-541.01e+000.1122
79004CUEDC2P15T-EHumanEsophagusESCC2.23e-216.02e-010.1149
79004CUEDC2P16T-EHumanEsophagusESCC8.08e-418.54e-010.1153
79004CUEDC2P17T-EHumanEsophagusESCC2.73e-054.87e-010.1278
79004CUEDC2P19T-EHumanEsophagusESCC4.47e-129.66e-010.1662
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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
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
GO:000268316EsophagusESCCnegative regulation of immune system process231/8552434/187238.48e-044.36e-03231
GO:000268310Oral cavityOSCCnegative regulation of immune system process204/7305434/187233.72e-042.27e-03204
GO:000268315Oral cavityLPnegative regulation of immune system process130/4623434/187236.70e-033.90e-02130
GO:00026839ProstateBPHnegative regulation of immune system process100/3107434/187232.83e-042.20e-03100
GO:000268314ProstateTumornegative regulation of immune system process101/3246434/187238.70e-045.85e-03101
GO:0061082ThyroidATCmyeloid leukocyte cytokine production18/629328/187238.70e-044.72e-0318
GO:0010934ThyroidATCmacrophage cytokine production12/629317/187232.02e-039.60e-0312
GO:0010935ThyroidATCregulation of macrophage cytokine production12/629317/187232.02e-039.60e-0312
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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
CUEDC2insertionNonsense_Mutationnovelc.246_247insTAAATAATTCGTTTAAAATCATAAAACp.Lys82_Leu83insTerp.K82_L83ins*Q9H467protein_codingTCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
CUEDC2deletionFrame_Shift_Delnovelc.355delAp.Met119CysfsTer65p.M119Cfs*65Q9H467protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
CUEDC2SNVMissense_Mutationc.755N>Cp.Val252Alap.V252AQ9H467protein_codingdeleterious(0)benign(0.283)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
CUEDC2SNVMissense_Mutationc.818N>Tp.Ala273Valp.A273VQ9H467protein_codingdeleterious(0.02)benign(0.236)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CUEDC2SNVMissense_Mutationrs767718515c.157N>Ap.Asp53Asnp.D53NQ9H467protein_codingdeleterious(0)probably_damaging(0.967)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
CUEDC2SNVMissense_Mutationc.818N>Gp.Ala273Glyp.A273GQ9H467protein_codingdeleterious(0.03)benign(0.095)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CUEDC2SNVMissense_Mutationrs778175495c.745N>Ap.Asp249Asnp.D249NQ9H467protein_codingtolerated(0.28)possibly_damaging(0.694)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
CUEDC2SNVMissense_Mutationrs773939359c.352N>Ap.Glu118Lysp.E118KQ9H467protein_codingtolerated(0.13)benign(0.028)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
CUEDC2SNVMissense_Mutationnovelc.802N>Ap.Ala268Thrp.A268TQ9H467protein_codingtolerated(0.85)benign(0)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
CUEDC2SNVMissense_Mutationnovelc.233N>Gp.Asp78Glyp.D78GQ9H467protein_codingdeleterious(0)possibly_damaging(0.703)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<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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