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: ADGRG1

Gene summary for ADGRG1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ADGRG1

Gene ID

9289

Gene nameadhesion G protein-coupled receptor G1
Gene AliasBFPP
Cytomap16q21
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

A0A0S2Z517


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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
9289ADGRG1HTA11_3410_2000001011HumanColorectumAD2.46e-103.28e-010.0155
9289ADGRG1HTA11_2951_2000001011HumanColorectumAD3.56e-025.00e-010.0216
9289ADGRG1HTA11_1938_2000001011HumanColorectumAD8.87e-106.03e-01-0.0811
9289ADGRG1HTA11_78_2000001011HumanColorectumAD1.15e-043.69e-01-0.1088
9289ADGRG1HTA11_347_2000001011HumanColorectumAD1.36e-063.74e-01-0.1954
9289ADGRG1HTA11_3361_2000001011HumanColorectumAD1.09e-034.45e-01-0.1207
9289ADGRG1HTA11_83_2000001011HumanColorectumSER2.77e-023.47e-01-0.1526
9289ADGRG1HTA11_696_2000001011HumanColorectumAD3.65e-155.98e-01-0.1464
9289ADGRG1HTA11_866_2000001011HumanColorectumAD1.41e-113.46e-01-0.1001
9289ADGRG1HTA11_1391_2000001011HumanColorectumAD2.54e-136.40e-01-0.059
9289ADGRG1HTA11_5212_2000001011HumanColorectumAD2.92e-044.50e-01-0.2061
9289ADGRG1HTA11_546_2000001011HumanColorectumAD5.71e-054.97e-01-0.0842
9289ADGRG1HTA11_866_3004761011HumanColorectumAD1.78e-176.46e-010.096
9289ADGRG1HTA11_8622_2000001021HumanColorectumSER1.80e-055.50e-010.0528
9289ADGRG1HTA11_7663_2000001011HumanColorectumSER1.95e-026.64e-010.0131
9289ADGRG1HTA11_10623_2000001011HumanColorectumAD8.78e-044.84e-01-0.0177
9289ADGRG1HTA11_6801_2000001011HumanColorectumSER1.17e-026.07e-010.0171
9289ADGRG1HTA11_10711_2000001011HumanColorectumAD2.43e-105.61e-010.0338
9289ADGRG1HTA11_7696_3000711011HumanColorectumAD3.52e-379.56e-010.0674
9289ADGRG1HTA11_6818_2000001011HumanColorectumAD1.37e-067.36e-010.0112
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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
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
GO:0007265ColorectumADRas protein signal transduction104/3918337/187231.01e-052.35e-04104
GO:0048872ColorectumADhomeostasis of number of cells87/3918272/187231.16e-052.61e-0487
GO:0051056ColorectumADregulation of small GTPase mediated signal transduction94/3918302/187231.81e-053.76e-0494
GO:0045785ColorectumADpositive regulation of cell adhesion122/3918437/187232.65e-043.28e-03122
GO:0061458ColorectumADreproductive system development116/3918427/187231.11e-031.01e-02116
GO:0048608ColorectumADreproductive structure development114/3918424/187231.78e-031.47e-02114
GO:0046578ColorectumADregulation of Ras protein signal transduction56/3918189/187232.85e-032.14e-0256
GO:0007266ColorectumADRho protein signal transduction42/3918137/187234.64e-033.16e-0242
GO:00488721ColorectumSERhomeostasis of number of cells65/2897272/187231.70e-043.19e-0365
GO:00457851ColorectumSERpositive regulation of cell adhesion93/2897437/187236.78e-049.04e-0393
GO:00614581ColorectumSERreproductive system development87/2897427/187233.69e-033.07e-0287
GO:00486081ColorectumSERreproductive structure development85/2897424/187236.33e-034.56e-0285
GO:00488722ColorectumMSShomeostasis of number of cells82/3467272/187232.02e-066.28e-0582
GO:00614582ColorectumMSSreproductive system development115/3467427/187239.86e-062.39e-04115
GO:00486082ColorectumMSSreproductive structure development113/3467424/187231.94e-054.18e-04113
GO:00072651ColorectumMSSRas protein signal transduction91/3467337/187237.20e-051.21e-0391
GO:00510561ColorectumMSSregulation of small GTPase mediated signal transduction82/3467302/187231.31e-041.99e-0382
GO:00457852ColorectumMSSpositive regulation of cell adhesion110/3467437/187232.94e-043.87e-03110
GO:004887227EsophagusHGINhomeostasis of number of cells54/2587272/187233.50e-033.23e-0254
GO:006145819EsophagusHGINreproductive system development78/2587427/187235.53e-034.52e-0278
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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
ADGRG1SNVMissense_Mutationc.1197N>Ap.His399Glnp.H399QQ9Y653protein_codingdeleterious(0)possibly_damaging(0.905)TCGA-A2-A0EX-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ADGRG1insertionFrame_Shift_Insnovelc.250_251insAGATCATGAAGACTGGGCTTTGCTCACAGGCACTGGGGAGp.Pro84GlnfsTer39p.P84Qfs*39Q9Y653protein_codingTCGA-A2-A04R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolSD
ADGRG1insertionNonsense_Mutationnovelc.348_349insCCACAGGCATACACCGCCATGCCTGGCTAATTTTGTTTATTTATTGp.Ser117ProfsTer10p.S117Pfs*10Q9Y653protein_codingTCGA-B6-A0IM-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ADGRG1deletionFrame_Shift_Delc.1804delCp.His602ThrfsTer9p.H602Tfs*9Q9Y653protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
ADGRG1SNVMissense_Mutationnovelc.1355C>Tp.Ala452Valp.A452VQ9Y653protein_codingdeleterious(0)possibly_damaging(0.784)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ADGRG1SNVMissense_Mutationrs751829617c.1561G>Ap.Ala521Thrp.A521TQ9Y653protein_codingdeleterious(0.04)benign(0.007)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ADGRG1SNVMissense_Mutationnovelc.853N>Ap.Glu285Lysp.E285KQ9Y653protein_codingtolerated(0.11)benign(0.115)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ADGRG1SNVMissense_Mutationnovelc.1660G>Ap.Glu554Lysp.E554KQ9Y653protein_codingtolerated(0.35)benign(0.074)TCGA-VS-A9UZ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ADGRG1SNVMissense_Mutationrs770060105c.1175N>Tp.Ser392Leup.S392LQ9Y653protein_codingdeleterious(0)benign(0.349)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ADGRG1SNVMissense_Mutationc.1349N>Cp.Leu450Prop.L450PQ9Y653protein_codingdeleterious(0)probably_damaging(1)TCGA-AY-6197-01Colorectumcolon adenocarcinomaMale<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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