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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: RGS9

Gene summary for RGS9

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RGS9

Gene ID

8787

Gene nameregulator of G protein signaling 9
Gene AliasPERRS
Cytomap17q24.1
Gene Typeprotein-coding
GO ID

GO:0001975

UniProtAcc

O75916


Top

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
8787RGS9S015HumanLiverHCC5.35e-051.70e-010.2375
8787RGS9S027HumanLiverHCC1.09e-129.09e-010.2446
8787RGS9S028HumanLiverHCC1.80e-124.44e-010.2503
8787RGS9S029HumanLiverHCC1.62e-177.03e-010.2581
8787RGS9HTA12-15-2HumanPancreasPDAC5.41e-055.24e-010.2315
8787RGS9HTA12-26-1HumanPancreasPDAC1.32e-095.11e-010.3728
8787RGS9HTA12-29-1HumanPancreasPDAC2.28e-296.81e-010.3722
Page: 1 

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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:007121421LiverHCCcellular response to abiotic stimulus183/7958331/187231.59e-062.26e-05183
GO:010400421LiverHCCcellular response to environmental stimulus183/7958331/187231.59e-062.26e-05183
GO:00714782LiverHCCcellular response to radiation104/7958186/187231.48e-041.19e-03104
GO:00323552LiverHCCresponse to estradiol81/7958141/187232.39e-041.79e-0381
GO:00093146LiverHCCresponse to radiation223/7958456/187233.08e-031.43e-02223
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
RGS9SNVMissense_Mutationrs570957320c.667N>Ap.Val223Ilep.V223IO75916protein_codingtolerated(0.13)benign(0.052)TCGA-A8-A09X-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
RGS9SNVMissense_Mutationrs190284951c.1706N>Ap.Arg569Glnp.R569QO75916protein_codingtolerated_low_confidence(0.74)benign(0)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
RGS9SNVMissense_Mutationnovelc.1056G>Cp.Glu352Aspp.E352DO75916protein_codingtolerated(0.1)benign(0.003)TCGA-AC-A8OP-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RGS9SNVMissense_Mutationnovelc.981N>Tp.Glu327Aspp.E327DO75916protein_codingdeleterious(0)possibly_damaging(0.904)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RGS9SNVMissense_Mutationc.1735G>Ap.Ala579Thrp.A579TO75916protein_codingtolerated_low_confidence(0.16)benign(0.091)TCGA-BH-A0EE-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelSD
RGS9SNVMissense_Mutationc.1543N>Tp.Arg515Trpp.R515WO75916protein_codingdeleterious_low_confidence(0.05)benign(0.424)TCGA-E2-A14Q-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
RGS9insertionNonsense_Mutationnovelc.362_363insACATGATGCTCCTTGCTCATTCTTGGAGTGACAAAGTGTp.Tyr121delinsTerp.Y121delins*O75916protein_codingTCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
RGS9SNVMissense_Mutationc.1236C>Gp.Ile412Metp.I412MO75916protein_codingtolerated(0.39)possibly_damaging(0.865)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RGS9SNVMissense_Mutationc.1543N>Tp.Arg515Trpp.R515WO75916protein_codingdeleterious_low_confidence(0.05)benign(0.424)TCGA-3L-AA1B-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
RGS9SNVMissense_Mutationrs756410417c.1729C>Tp.Arg577Cysp.R577CO75916protein_codingdeleterious_low_confidence(0)probably_damaging(0.996)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 9 10 

Top

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
Page: 1