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: RASGEF1A

Gene summary for RASGEF1A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RASGEF1A

Gene ID

221002

Gene nameRasGEF domain family member 1A
Gene AliasCG4853
Cytomap10q11.21
Gene Typeprotein-coding
GO ID

GO:0006928

UniProtAcc

Q8N9B8


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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
221002RASGEF1AP2T-EHumanEsophagusESCC1.70e-021.18e-010.1177
221002RASGEF1AP5T-EHumanEsophagusESCC9.02e-112.31e-010.1327
221002RASGEF1AP11T-EHumanEsophagusESCC1.22e-134.94e-010.1426
221002RASGEF1AP17T-EHumanEsophagusESCC3.92e-042.29e-010.1278
221002RASGEF1AP19T-EHumanEsophagusESCC2.17e-086.40e-010.1662
221002RASGEF1AP24T-EHumanEsophagusESCC4.30e-102.55e-010.1287
221002RASGEF1AP27T-EHumanEsophagusESCC1.66e-028.99e-020.1055
221002RASGEF1AP28T-EHumanEsophagusESCC2.02e-061.31e-010.1149
221002RASGEF1AP36T-EHumanEsophagusESCC3.07e-021.70e-010.1187
221002RASGEF1AP37T-EHumanEsophagusESCC4.28e-101.70e-010.1371
221002RASGEF1AP38T-EHumanEsophagusESCC1.85e-042.26e-010.127
221002RASGEF1AP80T-EHumanEsophagusESCC1.51e-082.31e-010.155
221002RASGEF1AP89T-EHumanEsophagusESCC1.07e-137.81e-010.1752
221002RASGEF1AP107T-EHumanEsophagusESCC1.56e-061.61e-010.171
221002RASGEF1AP128T-EHumanEsophagusESCC3.32e-031.49e-010.1241
221002RASGEF1AP130T-EHumanEsophagusESCC6.36e-336.22e-010.1676
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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
∗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:000726510EsophagusESCCRas protein signal transduction201/8552337/187231.44e-072.30e-06201
GO:00465789EsophagusESCCregulation of Ras protein signal transduction106/8552189/187232.49e-031.08e-02106
GO:005105610EsophagusESCCregulation of small GTPase mediated signal transduction157/8552302/187231.55e-024.98e-02157
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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
RASGEF1ASNVMissense_Mutationc.493N>Tp.Thr165Serp.T165SQ8N9B8protein_codingtolerated(0.37)benign(0.061)TCGA-E2-A1IK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
RASGEF1ASNVMissense_Mutationrs767084570c.634N>Ap.Ala212Thrp.A212TQ8N9B8protein_codingtolerated(0.53)benign(0.003)TCGA-DS-A0VM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
RASGEF1ASNVMissense_Mutationnovelc.442N>Ap.Glu148Lysp.E148KQ8N9B8protein_codingtolerated(0.18)benign(0.103)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
RASGEF1ASNVMissense_Mutationc.1099N>Ap.Ala367Thrp.A367TQ8N9B8protein_codingtolerated(0.34)benign(0.111)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RASGEF1ASNVMissense_Mutationnovelc.1192N>Cp.Tyr398Hisp.Y398HQ8N9B8protein_codingdeleterious(0.02)possibly_damaging(0.477)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
RASGEF1ASNVMissense_Mutationc.148N>Tp.Asp50Tyrp.D50YQ8N9B8protein_codingdeleterious(0)probably_damaging(0.993)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
RASGEF1ASNVMissense_Mutationc.1358N>Cp.Ile453Thrp.I453TQ8N9B8protein_codingdeleterious(0)benign(0.219)TCGA-CM-6171-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RASGEF1ASNVMissense_Mutationnovelc.134N>Gp.Asp45Glyp.D45GQ8N9B8protein_codingtolerated(0.46)benign(0.003)TCGA-DM-A1HA-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
RASGEF1ASNVMissense_Mutationc.1384N>Ap.Ala462Thrp.A462TQ8N9B8protein_codingdeleterious(0)possibly_damaging(0.637)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
RASGEF1ASNVMissense_Mutationrs764016510c.872N>Ap.Arg291Glnp.R291QQ8N9B8protein_codingtolerated(0.21)possibly_damaging(0.497)TCGA-AG-A02N-01Colorectumrectum adenocarcinomaMale>=65I/IIChemotherapyfolinicCR
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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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