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: RSU1

Gene summary for RSU1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RSU1

Gene ID

6251

Gene nameRas suppressor protein 1
Gene AliasRSP-1
Cytomap10p13
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

Q15404


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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
6251RSU1HTA11_347_2000001011HumanColorectumAD3.91e-106.08e-01-0.1954
6251RSU1HTA11_99999965104_69814HumanColorectumMSS2.43e-035.57e-010.281
6251RSU1A015-C-203HumanColorectumFAP2.02e-14-2.87e-01-0.1294
6251RSU1A002-C-201HumanColorectumFAP1.71e-06-2.78e-010.0324
6251RSU1A001-C-119HumanColorectumFAP1.58e-03-3.53e-01-0.1557
6251RSU1A001-C-108HumanColorectumFAP5.58e-06-2.37e-01-0.0272
6251RSU1A002-C-205HumanColorectumFAP3.74e-12-3.92e-01-0.1236
6251RSU1A015-C-006HumanColorectumFAP1.72e-08-4.09e-01-0.0994
6251RSU1A015-C-106HumanColorectumFAP1.45e-04-1.77e-01-0.0511
6251RSU1A002-C-114HumanColorectumFAP9.59e-10-3.07e-01-0.1561
6251RSU1A015-C-104HumanColorectumFAP1.86e-15-2.87e-01-0.1899
6251RSU1A001-C-014HumanColorectumFAP1.24e-06-2.29e-010.0135
6251RSU1A002-C-016HumanColorectumFAP6.13e-13-3.88e-010.0521
6251RSU1A015-C-002HumanColorectumFAP2.52e-08-4.67e-01-0.0763
6251RSU1A001-C-203HumanColorectumFAP8.53e-04-1.58e-01-0.0481
6251RSU1A002-C-116HumanColorectumFAP1.70e-15-3.78e-01-0.0452
6251RSU1A014-C-008HumanColorectumFAP4.97e-08-3.90e-01-0.191
6251RSU1A018-E-020HumanColorectumFAP4.81e-11-3.42e-01-0.2034
6251RSU1F034HumanColorectumFAP6.12e-08-1.98e-01-0.0665
6251RSU1F072BHumanColorectumFAP1.90e-06-3.26e-010.257
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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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:0010810112ThyroidPTCregulation of cell-substrate adhesion113/5968221/187231.87e-095.28e-08113
GO:0031589111ThyroidPTCcell-substrate adhesion169/5968363/187232.73e-097.57e-08169
GO:0010811112ThyroidPTCpositive regulation of cell-substrate adhesion65/5968123/187231.10e-061.62e-0565
GO:004308718ThyroidPTCregulation of GTPase activity148/5968348/187231.63e-051.71e-04148
GO:0045785112ThyroidPTCpositive regulation of cell adhesion176/5968437/187231.10e-048.83e-04176
GO:004354714ThyroidPTCpositive regulation of GTPase activity103/5968255/187232.38e-031.25e-02103
GO:003158928ThyroidATCcell-substrate adhesion195/6293363/187231.58e-151.17e-13195
GO:001081029ThyroidATCregulation of cell-substrate adhesion128/6293221/187238.74e-144.57e-12128
GO:0010811210ThyroidATCpositive regulation of cell-substrate adhesion73/6293123/187234.12e-099.37e-0873
GO:0045785210ThyroidATCpositive regulation of cell adhesion194/6293437/187231.40e-061.75e-05194
GO:004308719ThyroidATCregulation of GTPase activity153/6293348/187233.24e-052.68e-04153
GO:004354715ThyroidATCpositive regulation of GTPase activity106/6293255/187234.58e-031.89e-02106
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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
RSU1SNVMissense_Mutationrs144428707c.688N>Ap.Val230Metp.V230MQ15404protein_codingdeleterious(0.02)benign(0.115)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
RSU1SNVMissense_Mutationc.812N>Tp.Pro271Leup.P271LQ15404protein_codingtolerated_low_confidence(0.07)possibly_damaging(0.829)TCGA-D5-6530-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
RSU1SNVMissense_Mutationc.202N>Tp.Leu68Phep.L68FQ15404protein_codingdeleterious(0.03)probably_damaging(1)TCGA-G4-6304-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyfluorouracilPD
RSU1SNVMissense_Mutationrs116907560c.410N>Ap.Arg137Hisp.R137HQ15404protein_codingdeleterious(0)probably_damaging(0.995)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
RSU1SNVMissense_Mutationnovelc.659N>Tp.Thr220Ilep.T220IQ15404protein_codingtolerated(0.17)benign(0.067)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
RSU1SNVMissense_Mutationrs749086834c.777N>Tp.Lys259Asnp.K259NQ15404protein_codingtolerated(0.06)probably_damaging(0.942)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
RSU1SNVMissense_Mutationnovelc.502N>Ap.Asp168Asnp.D168NQ15404protein_codingtolerated(0.11)possibly_damaging(0.659)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
RSU1SNVMissense_Mutationrs200600927c.572N>Ap.Arg191Hisp.R191HQ15404protein_codingdeleterious(0.01)probably_damaging(0.989)TCGA-AX-A2H5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVChemotherapycarboplatinCR
RSU1SNVMissense_Mutationnovelc.791N>Tp.Ser264Leup.S264LQ15404protein_codingdeleterious(0.01)benign(0.06)TCGA-D1-A1O5-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RSU1SNVMissense_Mutationnovelc.637G>Tp.Ala213Serp.A213SQ15404protein_codingtolerated(0.08)benign(0.115)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<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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