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:004578527EsophagusESCCpositive regulation of cell adhesion255/8552437/187235.07e-089.11e-07255
GO:000726510EsophagusESCCRas protein signal transduction201/8552337/187231.44e-072.30e-06201
GO:0061458110EsophagusESCCreproductive system development247/8552427/187232.24e-073.42e-06247
GO:004860818EsophagusESCCreproductive structure development245/8552424/187232.82e-074.14e-06245
GO:0048872111EsophagusESCChomeostasis of number of cells163/8552272/187231.40e-061.69e-05163
GO:00420636EsophagusESCCgliogenesis172/8552301/187233.75e-053.04e-04172
GO:000726610EsophagusESCCRho protein signal transduction81/8552137/187231.03e-035.20e-0381
GO:00465789EsophagusESCCregulation of Ras protein signal transduction106/8552189/187232.49e-031.08e-02106
GO:00215436EsophagusESCCpallium development94/8552169/187235.79e-032.14e-0294
GO:005105610EsophagusESCCregulation of small GTPase mediated signal transduction157/8552302/187231.55e-024.98e-02157
GO:000726521LiverHCCRas protein signal transduction187/7958337/187238.89e-071.35e-05187
GO:004887222LiverHCChomeostasis of number of cells147/7958272/187237.48e-056.70e-04147
GO:000726621LiverHCCRho protein signal transduction76/7958137/187231.46e-037.75e-0376
GO:004657811LiverHCCregulation of Ras protein signal transduction100/7958189/187232.42e-031.18e-02100
GO:004578512LiverHCCpositive regulation of cell adhesion215/7958437/187232.53e-031.22e-02215
GO:00420631LiverHCCgliogenesis148/7958301/187231.10e-024.07e-02148
GO:006145811LiverHCCreproductive system development205/7958427/187231.16e-024.27e-02205
GO:00072659Oral cavityOSCCRas protein signal transduction185/7305337/187231.95e-094.60e-08185
GO:004887220Oral cavityOSCChomeostasis of number of cells152/7305272/187231.08e-082.23e-07152
GO:004578520Oral cavityOSCCpositive regulation of cell adhesion225/7305437/187236.06e-081.09e-06225
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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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