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: RGS20

Gene summary for RGS20

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RGS20

Gene ID

8601

Gene nameregulator of G protein signaling 20
Gene AliasRGSZ1
Cytomap8q11.23
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

O76081


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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
8601RGS20LZE4THumanEsophagusESCC2.31e-022.18e-010.0811
8601RGS20P9T-EHumanEsophagusESCC1.39e-028.65e-020.1131
8601RGS20P17T-EHumanEsophagusESCC7.80e-042.85e-010.1278
8601RGS20P21T-EHumanEsophagusESCC1.13e-185.53e-010.1617
8601RGS20P22T-EHumanEsophagusESCC3.38e-047.92e-020.1236
8601RGS20P24T-EHumanEsophagusESCC4.18e-102.88e-010.1287
8601RGS20P30T-EHumanEsophagusESCC5.34e-063.41e-010.137
8601RGS20P31T-EHumanEsophagusESCC1.97e-132.78e-010.1251
8601RGS20P32T-EHumanEsophagusESCC2.24e-082.11e-010.1666
8601RGS20P37T-EHumanEsophagusESCC1.21e-031.30e-010.1371
8601RGS20P38T-EHumanEsophagusESCC4.06e-044.22e-010.127
8601RGS20P42T-EHumanEsophagusESCC1.04e-042.20e-010.1175
8601RGS20P49T-EHumanEsophagusESCC3.89e-121.15e+000.1768
8601RGS20P52T-EHumanEsophagusESCC3.59e-062.23e-010.1555
8601RGS20P62T-EHumanEsophagusESCC1.11e-062.32e-010.1302
8601RGS20P75T-EHumanEsophagusESCC1.34e-041.67e-010.1125
8601RGS20P79T-EHumanEsophagusESCC1.29e-052.27e-010.1154
8601RGS20P83T-EHumanEsophagusESCC4.39e-084.12e-010.1738
8601RGS20P89T-EHumanEsophagusESCC1.73e-211.18e+000.1752
8601RGS20P91T-EHumanEsophagusESCC5.03e-034.64e-010.1828
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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
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
∗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
RGS20SNVMissense_Mutationnovelc.478N>Ap.Asp160Asnp.D160NO76081protein_codingdeleterious_low_confidence(0)possibly_damaging(0.461)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
RGS20SNVMissense_Mutationnovelc.719C>Ap.Ala240Glup.A240EO76081protein_codingtolerated(0.75)benign(0)TCGA-A8-A06U-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RGS20SNVMissense_Mutationc.925N>Cp.Glu309Glnp.E309QO76081protein_codingdeleterious(0.02)possibly_damaging(0.552)TCGA-A8-A075-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyepirubicinCR
RGS20SNVMissense_Mutationrs752979708c.842N>Ap.Arg281Glnp.R281QO76081protein_codingdeleterious(0.02)possibly_damaging(0.856)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RGS20SNVMissense_Mutationc.217N>Ap.Gly73Serp.G73SO76081protein_codingtolerated_low_confidence(1)benign(0.003)TCGA-AR-A0TS-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
RGS20SNVMissense_Mutationnovelc.549N>Cp.Gln183Hisp.Q183HO76081protein_codingdeleterious(0)probably_damaging(0.935)TCGA-OL-A5RW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
RGS20SNVMissense_Mutationnovelc.149N>Tp.Ala50Valp.A50VO76081protein_codingtolerated_low_confidence(0.13)benign(0.003)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RGS20SNVMissense_Mutationnovelc.415N>Ap.Gly139Serp.G139SO76081protein_codingtolerated_low_confidence(0.09)benign(0.003)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RGS20SNVMissense_Mutationc.1003N>Cp.Glu335Glnp.E335QO76081protein_codingdeleterious(0.01)possibly_damaging(0.833)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
RGS20deletionFrame_Shift_Delnovelc.281delCp.Pro94LeufsTer54p.P94Lfs*54O76081protein_codingTCGA-EA-A410-01Cervixcervical & 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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