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: RGS19

Gene summary for RGS19

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RGS19

Gene ID

10287

Gene nameregulator of G protein signaling 19
Gene AliasGAIP
Cytomap20q13.33
Gene Typeprotein-coding
GO ID

GO:0006914

UniProtAcc

P49795


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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
10287RGS19LZE4THumanEsophagusESCC8.54e-081.77e-010.0811
10287RGS19LZE7THumanEsophagusESCC1.48e-022.06e-010.0667
10287RGS19LZE22THumanEsophagusESCC1.61e-043.37e-010.068
10287RGS19LZE24THumanEsophagusESCC2.96e-102.98e-010.0596
10287RGS19LZE6THumanEsophagusESCC9.33e-053.57e-010.0845
10287RGS19P1T-EHumanEsophagusESCC7.09e-063.05e-010.0875
10287RGS19P2T-EHumanEsophagusESCC3.09e-051.13e-010.1177
10287RGS19P4T-EHumanEsophagusESCC9.52e-143.44e-010.1323
10287RGS19P5T-EHumanEsophagusESCC1.65e-163.45e-010.1327
10287RGS19P8T-EHumanEsophagusESCC4.17e-041.36e-010.0889
10287RGS19P9T-EHumanEsophagusESCC8.54e-082.15e-010.1131
10287RGS19P10T-EHumanEsophagusESCC3.76e-203.90e-010.116
10287RGS19P11T-EHumanEsophagusESCC3.02e-125.48e-010.1426
10287RGS19P12T-EHumanEsophagusESCC3.62e-142.64e-010.1122
10287RGS19P15T-EHumanEsophagusESCC2.61e-122.21e-010.1149
10287RGS19P16T-EHumanEsophagusESCC5.75e-123.29e-010.1153
10287RGS19P17T-EHumanEsophagusESCC3.33e-042.44e-010.1278
10287RGS19P19T-EHumanEsophagusESCC1.51e-034.09e-010.1662
10287RGS19P20T-EHumanEsophagusESCC1.89e-163.70e-010.1124
10287RGS19P21T-EHumanEsophagusESCC1.77e-327.93e-010.1617
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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
GO:0097305111EsophagusESCCresponse to alcohol138/8552253/187232.70e-031.14e-02138
GO:009730519Oral cavityOSCCresponse to alcohol127/7305253/187231.81e-041.24e-03127
GO:0097305110Oral cavityLPresponse to alcohol80/4623253/187237.24e-034.05e-0280
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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
RGS19SNVMissense_Mutationc.299N>Ap.Gly100Glup.G100EP49795protein_codingdeleterious(0)probably_damaging(1)TCGA-DS-A1OD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
RGS19SNVMissense_Mutationrs577731145c.163N>Tp.Arg55Trpp.R55WP49795protein_codingdeleterious(0)probably_damaging(0.918)TCGA-AA-3534-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RGS19SNVMissense_Mutationrs762327545c.569G>Ap.Arg190Glnp.R190QP49795protein_codingtolerated(0.05)possibly_damaging(0.907)TCGA-AU-6004-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RGS19SNVMissense_Mutationc.325N>Tp.Arg109Trpp.R109WP49795protein_codingdeleterious(0)probably_damaging(0.999)TCGA-G4-6302-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RGS19SNVMissense_Mutationnovelc.94N>Ap.Ala32Thrp.A32TP49795protein_codingtolerated_low_confidence(0.5)benign(0.003)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RGS19SNVMissense_Mutationnovelc.365C>Tp.Ala122Valp.A122VP49795protein_codingdeleterious(0)probably_damaging(0.99)TCGA-AX-A1C4-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RGS19SNVMissense_Mutationc.296N>Tp.Ala99Valp.A99VP49795protein_codingtolerated(0.06)benign(0.015)TCGA-D1-A103-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
RGS19SNVMissense_Mutationrs772494306c.314N>Ap.Arg105Glnp.R105QP49795protein_codingdeleterious(0.04)possibly_damaging(0.466)TCGA-DF-A2KN-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
RGS19SNVMissense_Mutationnovelc.347A>Gp.Asn116Serp.N116SP49795protein_codingdeleterious(0)probably_damaging(0.99)TCGA-FI-A2D0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RGS19SNVMissense_Mutationrs749194018c.479G>Ap.Arg160Hisp.R160HP49795protein_codingtolerated(0.06)possibly_damaging(0.693)TCGA-86-8279-01Lunglung adenocarcinomaMale<65I/IIChemotherapyetoposideCR
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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
10287RGS19NAopioids
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