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: REEP6

Gene summary for REEP6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

REEP6

Gene ID

92840

Gene namereceptor accessory protein 6
Gene AliasC19orf32
Cytomap19p13.3
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q96HR9


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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
92840REEP6LZE22THumanEsophagusESCC1.07e-053.26e-010.068
92840REEP6LZE24THumanEsophagusESCC6.28e-082.69e-010.0596
92840REEP6P4T-EHumanEsophagusESCC2.19e-072.19e-010.1323
92840REEP6P5T-EHumanEsophagusESCC2.02e-025.64e-020.1327
92840REEP6P8T-EHumanEsophagusESCC9.81e-051.30e-010.0889
92840REEP6P9T-EHumanEsophagusESCC1.80e-031.19e-010.1131
92840REEP6P11T-EHumanEsophagusESCC7.83e-095.16e-010.1426
92840REEP6P15T-EHumanEsophagusESCC5.72e-151.71e-010.1149
92840REEP6P16T-EHumanEsophagusESCC6.63e-048.81e-020.1153
92840REEP6P17T-EHumanEsophagusESCC3.43e-042.59e-010.1278
92840REEP6P20T-EHumanEsophagusESCC9.15e-112.46e-010.1124
92840REEP6P21T-EHumanEsophagusESCC7.90e-051.53e-010.1617
92840REEP6P22T-EHumanEsophagusESCC9.22e-152.70e-010.1236
92840REEP6P23T-EHumanEsophagusESCC5.33e-255.22e-010.108
92840REEP6P24T-EHumanEsophagusESCC3.88e-027.53e-020.1287
92840REEP6P26T-EHumanEsophagusESCC3.58e-183.90e-010.1276
92840REEP6P27T-EHumanEsophagusESCC1.92e-051.25e-010.1055
92840REEP6P28T-EHumanEsophagusESCC2.18e-193.81e-010.1149
92840REEP6P30T-EHumanEsophagusESCC3.46e-144.39e-010.137
92840REEP6P31T-EHumanEsophagusESCC1.47e-038.19e-020.1251
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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
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
∗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:003238618EsophagusESCCregulation of intracellular transport243/8552337/187233.20e-237.25e-21243
GO:000931419EsophagusESCCresponse to radiation277/8552456/187234.42e-111.43e-09277
GO:000702914EsophagusESCCendoplasmic reticulum organization65/855287/187233.28e-086.08e-0765
GO:000941611EsophagusESCCresponse to light stimulus183/8552320/187232.03e-051.76e-04183
GO:003238611LiverCirrhoticregulation of intracellular transport147/4634337/187231.84e-141.72e-12147
GO:00070292LiverCirrhoticendoplasmic reticulum organization42/463487/187231.67e-063.22e-0542
GO:003238621LiverHCCregulation of intracellular transport231/7958337/187231.99e-223.40e-20231
GO:000702911LiverHCCendoplasmic reticulum organization64/795887/187233.92e-091.04e-0764
GO:00093146LiverHCCresponse to radiation223/7958456/187233.08e-031.43e-02223
GO:0009314StomachGCresponse to radiation47/1159456/187234.21e-046.33e-0347
GO:00093145StomachSIMresponse to radiation32/708456/187236.19e-049.25e-0332
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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
REEP6SNVMissense_Mutationrs745761712c.352N>Ap.Ala118Thrp.A118TQ96HR9protein_codingtolerated(0.1)possibly_damaging(0.788)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
REEP6insertionFrame_Shift_Insnovelc.194_195insCp.Ala67ArgfsTer348p.A67Rfs*348Q96HR9protein_codingTCGA-G4-6302-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
REEP6SNVMissense_Mutationnovelc.242N>Gp.Asp81Glyp.D81GQ96HR9protein_codingdeleterious(0)probably_damaging(1)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
REEP6SNVMissense_Mutationnovelc.277N>Ap.Ala93Thrp.A93TQ96HR9protein_codingdeleterious(0.01)possibly_damaging(0.686)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
REEP6SNVMissense_Mutationnovelc.542N>Tp.Pro181Leup.P181LQ96HR9protein_codingtolerated(0.26)benign(0.005)TCGA-EO-A22X-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnspecificCarboplatinComplete Response
REEP6SNVMissense_Mutationnovelc.97N>Cp.Lys33Glnp.K33QQ96HR9protein_codingdeleterious(0.02)possibly_damaging(0.756)TCGA-EO-A3B0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
REEP6SNVMissense_Mutationnovelc.209C>Tp.Ser70Leup.S70LQ96HR9protein_codingdeleterious(0)probably_damaging(0.954)TCGA-WQ-A9G7-01Liverliver hepatocellular carcinomaFemale>=65III/IVUnknownUnknownSD
REEP6deletionIn_Frame_Delnovelc.141_164delNNNNNNNNNNNNNNNNNNNNNNNNp.Phe50_Leu57delp.F50_L57delQ96HR9protein_codingTCGA-DD-AACA-01Liverliver hepatocellular carcinomaMale>=65I/IIUnknownUnknownPD
REEP6SNVMissense_Mutationc.152N>Tp.Gly51Valp.G51VQ96HR9protein_codingdeleterious(0)probably_damaging(0.999)TCGA-75-5126-01Lunglung adenocarcinomaFemaleUnknownIII/IVUnknownUnknownSD
REEP6SNVMissense_Mutationnovelc.517N>Cp.Val173Leup.V173LQ96HR9protein_codingtolerated(0.07)benign(0.211)TCGA-BB-A5HY-01Oral cavityhead & neck squamous cell carcinomaMale<65I/IIChemotherapycisplatinPD
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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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