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: REEP4

Gene summary for REEP4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

REEP4

Gene ID

80346

Gene namereceptor accessory protein 4
Gene AliasC8orf20
Cytomap8p21.3
Gene Typeprotein-coding
GO ID

GO:0000278

UniProtAcc

E5RGS2


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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
80346REEP4HTA11_1938_2000001011HumanColorectumAD7.47e-042.32e-01-0.0811
80346REEP4HTA11_347_2000001011HumanColorectumAD7.89e-063.25e-01-0.1954
80346REEP4HTA11_411_2000001011HumanColorectumSER2.97e-056.91e-01-0.2602
80346REEP4HTA11_3361_2000001011HumanColorectumAD4.01e-032.23e-01-0.1207
80346REEP4HTA11_696_2000001011HumanColorectumAD7.70e-103.40e-01-0.1464
80346REEP4HTA11_866_2000001011HumanColorectumAD1.12e-081.85e-01-0.1001
80346REEP4HTA11_5212_2000001011HumanColorectumAD8.80e-042.87e-01-0.2061
80346REEP4HTA11_7663_2000001011HumanColorectumSER7.65e-032.54e-010.0131
80346REEP4HTA11_7696_3000711011HumanColorectumAD6.11e-051.72e-010.0674
80346REEP4LZE4THumanEsophagusESCC3.64e-217.32e-010.0811
80346REEP4LZE8THumanEsophagusESCC2.46e-029.90e-020.067
80346REEP4LZE20THumanEsophagusESCC1.22e-032.46e-010.0662
80346REEP4LZE21D1HumanEsophagusHGIN2.23e-024.10e-010.0632
80346REEP4LZE22D1HumanEsophagusHGIN9.58e-032.98e-010.0595
80346REEP4LZE22THumanEsophagusESCC3.08e-054.69e-010.068
80346REEP4LZE24THumanEsophagusESCC2.54e-267.47e-010.0596
80346REEP4LZE21THumanEsophagusESCC8.06e-076.80e-010.0655
80346REEP4P1T-EHumanEsophagusESCC2.15e-076.24e-010.0875
80346REEP4P2T-EHumanEsophagusESCC1.93e-265.98e-010.1177
80346REEP4P4T-EHumanEsophagusESCC1.09e-441.25e+000.1323
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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
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
∗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:0071709ColorectumADmembrane assembly22/391850/187232.00e-042.66e-0322
GO:0044091ColorectumADmembrane biogenesis22/391855/187239.88e-049.28e-0322
GO:0007029ColorectumADendoplasmic reticulum organization31/391887/187231.08e-031.00e-0231
GO:0071786ColorectumADendoplasmic reticulum tubular network organization9/391818/187235.82e-033.67e-029
GO:0140014ColorectumADmitotic nuclear division78/3918287/187236.48e-034.05e-0278
GO:00717091ColorectumSERmembrane assembly20/289750/187232.45e-056.84e-0420
GO:00440911ColorectumSERmembrane biogenesis20/289755/187231.21e-042.49e-0320
GO:00070291ColorectumSERendoplasmic reticulum organization23/289787/187235.77e-034.23e-0223
GO:00069975EsophagusHGINnucleus organization34/2587133/187232.20e-044.00e-0334
GO:01400146EsophagusHGINmitotic nuclear division61/2587287/187233.38e-045.55e-0361
GO:00717634EsophagusHGINnuclear membrane organization12/258733/187239.97e-041.25e-0212
GO:00314683EsophagusHGINnuclear envelope reassembly7/258714/187231.34e-031.57e-027
GO:00070295EsophagusHGINendoplasmic reticulum organization22/258787/187233.07e-032.90e-0222
GO:00069983EsophagusHGINnuclear envelope organization14/258747/187233.49e-033.23e-0214
GO:014001414EsophagusESCCmitotic nuclear division218/8552287/187236.17e-261.78e-23218
GO:00482853EsophagusESCCorganelle fission301/8552488/187234.64e-132.12e-11301
GO:00002802EsophagusESCCnuclear division270/8552439/187231.17e-114.24e-10270
GO:000699713EsophagusESCCnucleus organization96/8552133/187234.66e-101.21e-0896
GO:000702914EsophagusESCCendoplasmic reticulum organization65/855287/187233.28e-086.08e-0765
GO:000699811EsophagusESCCnuclear envelope organization39/855247/187231.48e-072.35e-0639
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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
REEP4SNVMissense_Mutationrs764495025c.733N>Tp.Arg245Trpp.R245WQ9H6H4protein_codingdeleterious(0)benign(0.295)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
REEP4SNVMissense_Mutationrs192178384c.565N>Ap.Gly189Argp.G189RQ9H6H4protein_codingtolerated(0.19)benign(0.019)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
REEP4insertionFrame_Shift_Insnovelc.727_728insGGAAGCGCACTGGGAGGTGCAGACTGAGAAGAGGAATTAGGTTAGGGp.Lys243ArgfsTer75p.K243Rfs*75Q9H6H4protein_codingTCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
REEP4SNVMissense_Mutationrs780053370c.676N>Tp.Arg226Cysp.R226CQ9H6H4protein_codingdeleterious(0)possibly_damaging(0.719)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
REEP4SNVMissense_Mutationnovelc.49N>Ap.Leu17Metp.L17MQ9H6H4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
REEP4SNVMissense_Mutationc.74N>Cp.Lys25Thrp.K25TQ9H6H4protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
REEP4SNVMissense_Mutationnovelc.166G>Ap.Asp56Asnp.D56NQ9H6H4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
REEP4SNVMissense_Mutationrs530601467c.266G>Ap.Arg89Hisp.R89HQ9H6H4protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
REEP4SNVMissense_Mutationnovelc.28G>Tp.Val10Leup.V10LQ9H6H4protein_codingdeleterious(0.05)probably_damaging(0.989)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
REEP4SNVMissense_Mutationrs749573650c.763N>Ap.Val255Metp.V255MQ9H6H4protein_codingtolerated_low_confidence(0.33)benign(0)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
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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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