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: ADGRG6

Gene summary for ADGRG6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ADGRG6

Gene ID

57211

Gene nameadhesion G protein-coupled receptor G6
Gene AliasAPG1
Cytomap6q24.2
Gene Typeprotein-coding
GO ID

GO:0003007

UniProtAcc

Q86SQ4


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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
57211ADGRG6NAFLD1HumanLiverNAFLD9.15e-111.02e+00-0.04
57211ADGRG6S43HumanLiverCirrhotic4.66e-09-8.30e-02-0.0187
57211ADGRG6HCC1_MengHumanLiverHCC1.02e-89-5.60e-020.0246
57211ADGRG6HCC2_MengHumanLiverHCC3.22e-501.98e-010.0107
57211ADGRG6cirrhotic1HumanLiverCirrhotic5.43e-07-2.94e-010.0202
57211ADGRG6cirrhotic2HumanLiverCirrhotic2.74e-06-2.36e-010.0201
57211ADGRG6cirrhotic3HumanLiverCirrhotic4.38e-03-3.18e-010.0215
57211ADGRG6HCC2HumanLiverHCC3.05e-063.26e+000.5341
57211ADGRG6HCC5HumanLiverHCC5.01e-037.43e-010.4932
57211ADGRG6Pt13.aHumanLiverHCC6.25e-16-4.44e-010.021
57211ADGRG6Pt13.bHumanLiverHCC6.54e-08-4.44e-010.0251
57211ADGRG6Pt13.cHumanLiverHCC1.36e-04-4.44e-010.0076
57211ADGRG6Pt14.dHumanLiverHCC1.22e-16-4.44e-010.0143
57211ADGRG6S027HumanLiverHCC2.34e-091.14e+000.2446
57211ADGRG6S028HumanLiverHCC1.21e-241.21e+000.2503
57211ADGRG6S029HumanLiverHCC3.07e-171.18e+000.2581
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:0042063LiverCirrhoticgliogenesis98/4634301/187231.28e-038.60e-0398
GO:0010001LiverCirrhoticglial cell differentiation75/4634225/187232.24e-031.36e-0275
GO:0042552LiverCirrhoticmyelination46/4634134/187238.04e-033.77e-0246
GO:0007272LiverCirrhoticensheathment of neurons46/4634136/187231.08e-024.75e-0246
GO:0008366LiverCirrhoticaxon ensheathment46/4634136/187231.08e-024.75e-0246
GO:00072721LiverHCCensheathment of neurons72/7958136/187238.87e-033.44e-0272
GO:00083661LiverHCCaxon ensheathment72/7958136/187238.87e-033.44e-0272
GO:00425521LiverHCCmyelination71/7958134/187239.08e-033.49e-0271
GO:00420631LiverHCCgliogenesis148/7958301/187231.10e-024.07e-02148
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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
ADGRG6SNVMissense_Mutationc.1627N>Ap.Glu543Lysp.E543KQ86SQ4protein_codingtolerated(0.56)benign(0.047)TCGA-A8-A093-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ADGRG6SNVMissense_Mutationnovelc.3113N>Tp.Ala1038Valp.A1038VQ86SQ4protein_codingdeleterious(0.04)probably_damaging(0.999)TCGA-AR-A0TU-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificDoxorubicinSD
ADGRG6SNVMissense_Mutationc.1226G>Ap.Gly409Glup.G409EQ86SQ4protein_codingtolerated(0.08)possibly_damaging(0.869)TCGA-D8-A140-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicin+cyclophosphamidSD
ADGRG6SNVMissense_Mutationc.2254A>Gp.Thr752Alap.T752AQ86SQ4protein_codingtolerated(0.05)possibly_damaging(0.539)TCGA-D8-A1XW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycin+cyclophosphamideSD
ADGRG6insertionFrame_Shift_Insnovelc.3114_3115insTTAATp.Met1039LeufsTer7p.M1039Lfs*7Q86SQ4protein_codingTCGA-AR-A0TU-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificDoxorubicinSD
ADGRG6insertionFrame_Shift_Insnovelc.1045_1046insTATCAGTAATAATAAGp.Lys349IlefsTer8p.K349Ifs*8Q86SQ4protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ADGRG6SNVMissense_Mutationc.2932N>Tp.Gly978Cysp.G978CQ86SQ4protein_codingdeleterious(0)probably_damaging(1)TCGA-DS-A0VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ADGRG6SNVMissense_Mutationc.809G>Cp.Arg270Thrp.R270TQ86SQ4protein_codingtolerated(0.41)benign(0.117)TCGA-EA-A3QE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ADGRG6SNVMissense_Mutationc.1078C>Gp.Leu360Valp.L360VQ86SQ4protein_codingtolerated(0.07)benign(0.227)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
ADGRG6SNVMissense_Mutationrs370831198c.1207N>Ap.Asp403Asnp.D403NQ86SQ4protein_codingtolerated(0.35)benign(0.005)TCGA-ZJ-AAX4-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
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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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