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: RASGEF1B

Gene summary for RASGEF1B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RASGEF1B

Gene ID

153020

Gene nameRasGEF domain family member 1B
Gene AliasGPIG4
Cytomap4q21.21
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

Q0VAM2


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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
153020RASGEF1BHTA11_3410_2000001011HumanColorectumAD1.32e-05-4.10e-010.0155
153020RASGEF1BHTA11_3361_2000001011HumanColorectumAD7.69e-281.35e+00-0.1207
153020RASGEF1BHTA11_866_2000001011HumanColorectumAD2.57e-064.04e-01-0.1001
153020RASGEF1BHTA11_866_3004761011HumanColorectumAD1.04e-03-2.80e-010.096
153020RASGEF1BHTA11_10711_2000001011HumanColorectumAD3.09e-05-6.05e-010.0338
153020RASGEF1BHTA11_7696_3000711011HumanColorectumAD8.54e-11-5.67e-010.0674
153020RASGEF1BHTA11_6818_2000001011HumanColorectumAD5.84e-351.76e+000.0112
153020RASGEF1BHTA11_99999970781_79442HumanColorectumMSS4.54e-12-4.73e-010.294
153020RASGEF1BHTA11_99999971662_82457HumanColorectumMSS3.73e-02-3.22e-010.3859
153020RASGEF1BA015-C-203HumanColorectumFAP4.66e-1441.53e+00-0.1294
153020RASGEF1BA015-C-204HumanColorectumFAP1.74e-581.26e+00-0.0228
153020RASGEF1BA014-C-040HumanColorectumFAP6.48e-501.56e+00-0.1184
153020RASGEF1BA002-C-201HumanColorectumFAP4.26e-981.38e+000.0324
153020RASGEF1BA002-C-203HumanColorectumFAP6.32e-237.17e-010.2786
153020RASGEF1BA001-C-119HumanColorectumFAP4.01e-198.53e-01-0.1557
153020RASGEF1BA001-C-108HumanColorectumFAP3.09e-034.14e-02-0.0272
153020RASGEF1BA002-C-021HumanColorectumFAP2.55e-135.15e-010.1171
153020RASGEF1BA002-C-205HumanColorectumFAP6.43e-196.34e-01-0.1236
153020RASGEF1BA014-C-108HumanColorectumFAP5.86e-197.74e-01-0.124
153020RASGEF1BA001-C-104HumanColorectumFAP4.62e-186.96e-010.0184
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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
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
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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
RASGEF1BSNVMissense_Mutationc.705N>Cp.Gln235Hisp.Q235HQ0VAM2protein_codingtolerated(0.57)benign(0.006)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
RASGEF1BSNVMissense_Mutationc.1239G>Ap.Met413Ilep.M413IQ0VAM2protein_codingtolerated(0.96)benign(0.001)TCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
RASGEF1BinsertionNonsense_Mutationnovelc.745_746insAGCCACTGTAATATp.Arg249GlnfsTer4p.R249Qfs*4Q0VAM2protein_codingTCGA-E9-A1NC-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
RASGEF1BSNVMissense_Mutationc.247G>Ap.Val83Ilep.V83IQ0VAM2protein_codingtolerated(0.14)benign(0.206)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RASGEF1BSNVMissense_Mutationrs373675008c.1171C>Tp.Arg391Cysp.R391CQ0VAM2protein_codingdeleterious(0.02)probably_damaging(0.953)TCGA-AA-3848-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
RASGEF1BSNVMissense_Mutationc.346N>Ap.Glu116Lysp.E116KQ0VAM2protein_codingdeleterious(0.04)possibly_damaging(0.897)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RASGEF1BSNVMissense_Mutationc.179N>Tp.Arg60Ilep.R60IQ0VAM2protein_codingdeleterious(0.01)possibly_damaging(0.781)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
RASGEF1BSNVMissense_Mutationc.547N>Ap.Asp183Asnp.D183NQ0VAM2protein_codingtolerated(0.06)benign(0.196)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
RASGEF1BSNVMissense_Mutationnovelc.750N>Tp.Lys250Asnp.K250NQ0VAM2protein_codingdeleterious(0.02)benign(0.16)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
RASGEF1BSNVMissense_Mutationc.1046G>Ap.Arg349Glnp.R349QQ0VAM2protein_codingdeleterious(0)probably_damaging(0.998)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
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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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