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: ADGRF4

Gene summary for ADGRF4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ADGRF4

Gene ID

221393

Gene nameadhesion G protein-coupled receptor F4
Gene AliasGPR115
Cytomap6p12.3
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

Q8IZF3


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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
221393ADGRF4P31T-EHumanEsophagusESCC6.19e-031.47e-010.1251
221393ADGRF4P37T-EHumanEsophagusESCC2.67e-026.23e-020.1371
221393ADGRF4P44T-EHumanEsophagusESCC6.06e-031.59e-010.1096
221393ADGRF4P47T-EHumanEsophagusESCC8.35e-049.76e-020.1067
221393ADGRF4P49T-EHumanEsophagusESCC2.63e-035.04e-010.1768
221393ADGRF4P61T-EHumanEsophagusESCC3.13e-021.86e-010.099
221393ADGRF4P62T-EHumanEsophagusESCC2.51e-021.10e-010.1302
221393ADGRF4P65T-EHumanEsophagusESCC1.48e-021.16e-010.0978
221393ADGRF4P75T-EHumanEsophagusESCC2.55e-041.43e-010.1125
221393ADGRF4P80T-EHumanEsophagusESCC5.61e-271.00e+000.155
221393ADGRF4P130T-EHumanEsophagusESCC8.86e-184.12e-010.1676
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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
ADGRF4SNVMissense_Mutationc.2072T>Cp.Met691Thrp.M691TQ8IZF3protein_codingdeleterious_low_confidence(0)benign(0.08)TCGA-D8-A1JK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ADGRF4insertionFrame_Shift_Insnovelc.1772_1773insTGACATTTTTCAGCCACTTTp.Ser592AspfsTer15p.S592Dfs*15Q8IZF3protein_codingTCGA-A2-A0CM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinPD
ADGRF4deletionFrame_Shift_Delnovelc.1621delNp.Gly542AlafsTer3p.G542Afs*3Q8IZF3protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ADGRF4SNVMissense_Mutationnovelc.692C>Tp.Ser231Phep.S231FQ8IZF3protein_codingtolerated(0.06)possibly_damaging(0.472)TCGA-C5-A7X8-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
ADGRF4SNVMissense_Mutationnovelc.1510G>Ap.Val504Ilep.V504IQ8IZF3protein_codingtolerated(0.96)benign(0.026)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ADGRF4SNVMissense_Mutationc.361N>Tp.Asp121Tyrp.D121YQ8IZF3protein_codingdeleterious(0.04)benign(0.127)TCGA-EK-A2R8-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ADGRF4SNVMissense_Mutationc.736N>Tp.His246Tyrp.H246YQ8IZF3protein_codingtolerated(1)benign(0.035)TCGA-EK-A3GJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ADGRF4SNVMissense_Mutationc.112N>Cp.Ser38Argp.S38RQ8IZF3protein_codingtolerated(0.49)benign(0)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ADGRF4SNVMissense_Mutationc.822N>Tp.Gln274Hisp.Q274HQ8IZF3protein_codingtolerated(0.52)benign(0.169)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ADGRF4SNVMissense_Mutationc.1324N>Cp.Cys442Argp.C442RQ8IZF3protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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