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: ADGRE5

Gene summary for ADGRE5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ADGRE5

Gene ID

976

Gene nameadhesion G protein-coupled receptor E5
Gene AliasCD97
Cytomap19p13.12
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

P48960


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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
976ADGRE5LZE24THumanEsophagusESCC8.00e-082.43e-010.0596
976ADGRE5LZE6THumanEsophagusESCC1.30e-126.10e-010.0845
976ADGRE5P2T-EHumanEsophagusESCC9.86e-062.24e-020.1177
976ADGRE5P5T-EHumanEsophagusESCC6.31e-081.60e-010.1327
976ADGRE5P8T-EHumanEsophagusESCC2.92e-132.33e-010.0889
976ADGRE5P10T-EHumanEsophagusESCC3.99e-02-2.23e-020.116
976ADGRE5P11T-EHumanEsophagusESCC8.86e-104.87e-010.1426
976ADGRE5P16T-EHumanEsophagusESCC1.26e-04-4.98e-030.1153
976ADGRE5P19T-EHumanEsophagusESCC5.03e-073.88e-010.1662
976ADGRE5P21T-EHumanEsophagusESCC2.24e-163.67e-010.1617
976ADGRE5P22T-EHumanEsophagusESCC2.17e-03-1.15e-020.1236
976ADGRE5P23T-EHumanEsophagusESCC9.64e-061.88e-010.108
976ADGRE5P24T-EHumanEsophagusESCC1.25e-071.68e-010.1287
976ADGRE5P26T-EHumanEsophagusESCC1.05e-121.83e-010.1276
976ADGRE5P27T-EHumanEsophagusESCC4.47e-02-1.45e-020.1055
976ADGRE5P28T-EHumanEsophagusESCC8.22e-152.80e-010.1149
976ADGRE5P31T-EHumanEsophagusESCC1.00e-051.90e-010.1251
976ADGRE5P32T-EHumanEsophagusESCC1.06e-151.87e-010.1666
976ADGRE5P37T-EHumanEsophagusESCC1.96e-082.19e-010.1371
976ADGRE5P39T-EHumanEsophagusESCC1.94e-02-2.50e-020.0894
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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
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
ADGRE5CD55ADGRE5_CD55ADGRE5BreastADJ
ADGRE5CD55ADGRE5_CD55ADGRE5BreastDCIS
ADGRE5CD55ADGRE5_CD55ADGRE5BreastHealthy
ADGRE5CD55ADGRE5_CD55ADGRE5BreastIDC
ADGRE5CD55ADGRE5_CD55ADGRE5CervixADJ
ADGRE5CD55ADGRE5_CD55ADGRE5CervixCC
ADGRE5CD55ADGRE5_CD55ADGRE5CervixHealthy
ADGRE5CD55ADGRE5_CD55ADGRE5CRCHealthy
ADGRE5CD55ADGRE5_CD55ADGRE5CRCMSI-H
ADGRE5CD55ADGRE5_CD55ADGRE5CRCMSS
ADGRE5CD55ADGRE5_CD55ADGRE5EndometriumADJ
ADGRE5CD55ADGRE5_CD55ADGRE5EndometriumAEH
ADGRE5CD55ADGRE5_CD55ADGRE5EndometriumEEC
ADGRE5CD55ADGRE5_CD55ADGRE5EndometriumHealthy
ADGRE5CD55ADGRE5_CD55ADGRE5EsophagusESCC
ADGRE5CD55ADGRE5_CD55ADGRE5GCADJ
ADGRE5CD55ADGRE5_CD55ADGRE5GCGC
ADGRE5CD55ADGRE5_CD55ADGRE5GCPrecancer
ADGRE5CD55ADGRE5_CD55ADGRE5HNSCCADJ
ADGRE5CD55ADGRE5_CD55ADGRE5HNSCCHealthy
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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
ADGRE5SNVMissense_Mutationrs200963785c.2294N>Gp.Leu765Trpp.L765WP48960protein_codingtolerated(0.23)benign(0.04)TCGA-A8-A09E-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
ADGRE5SNVMissense_Mutationc.1187N>Gp.Pro396Argp.P396RP48960protein_codingdeleterious(0.04)benign(0.058)TCGA-A8-A09M-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapypaclitaxelCR
ADGRE5SNVMissense_Mutationnovelc.1215N>Cp.Gln405Hisp.Q405HP48960protein_codingdeleterious(0.02)benign(0)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ADGRE5SNVMissense_Mutationrs145308566c.2143N>Ap.Val715Ilep.V715IP48960protein_codingtolerated(0.18)possibly_damaging(0.72)TCGA-BH-A0DL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
ADGRE5SNVMissense_Mutationc.431N>Ap.Cys144Tyrp.C144YP48960protein_codingdeleterious(0)possibly_damaging(0.853)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ADGRE5SNVMissense_Mutationc.1328C>Tp.Ser443Phep.S443FP48960protein_codingdeleterious(0)possibly_damaging(0.461)TCGA-BH-A0W7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
ADGRE5insertionFrame_Shift_Insnovelc.1721_1722insTp.Ile575HisfsTer115p.I575Hfs*115P48960protein_codingTCGA-AN-A0FV-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ADGRE5insertionIn_Frame_Insnovelc.1722_1723insTTCCTTTGGCCTCTTCTCTACAACCCAGCAACTp.Pro574_Ile575insPheLeuTrpProLeuLeuTyrAsnProAlaThrp.P574_I575insFLWPLLYNPATP48960protein_codingTCGA-AN-A0FV-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ADGRE5insertionFrame_Shift_Insnovelc.2264_2265insCCGCCp.Gly756ArgfsTer14p.G756Rfs*14P48960protein_codingTCGA-E9-A1NC-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
ADGRE5insertionNonsense_Mutationnovelc.2265_2266insTCTGCTGGATGAGCCTCGAAp.Gly756SerfsTer4p.G756Sfs*4P48960protein_codingTCGA-E9-A1NC-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
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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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