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: DIRAS3

Gene summary for DIRAS3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DIRAS3

Gene ID

9077

Gene nameDIRAS family GTPase 3
Gene AliasARHI
Cytomap1p31.3
Gene Typeprotein-coding
GO ID

GO:0000079

UniProtAcc

O95661


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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
9077DIRAS3male-WTAHumanThyroidPTC6.68e-252.34e-010.1037
9077DIRAS3PTC01HumanThyroidPTC9.97e-153.85e-010.1899
9077DIRAS3PTC04HumanThyroidPTC3.75e-049.06e-020.1927
9077DIRAS3PTC05HumanThyroidPTC1.37e-135.63e-010.2065
9077DIRAS3PTC06HumanThyroidPTC2.38e-246.12e-010.2057
9077DIRAS3PTC07HumanThyroidPTC4.42e-396.75e-010.2044
9077DIRAS3ATC5HumanThyroidATC1.78e-091.56e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:0071900110ThyroidPTCregulation of protein serine/threonine kinase activity164/5968359/187232.41e-085.43e-07164
GO:00400297ThyroidPTCregulation of gene expression, epigenetic57/5968105/187231.60e-062.25e-0557
GO:190402912ThyroidPTCregulation of cyclin-dependent protein kinase activity49/596898/187231.40e-041.09e-0349
GO:000007912ThyroidPTCregulation of cyclin-dependent protein serine/threonine kinase activity47/596894/187231.90e-041.42e-0347
GO:007190025ThyroidATCregulation of protein serine/threonine kinase activity176/6293359/187238.35e-102.17e-08176
GO:004002913ThyroidATCregulation of gene expression, epigenetic57/6293105/187231.01e-051.00e-0457
GO:190402921ThyroidATCregulation of cyclin-dependent protein kinase activity53/629398/187232.36e-052.06e-0453
GO:000007921ThyroidATCregulation of cyclin-dependent protein serine/threonine kinase activity51/629394/187232.97e-052.48e-0451
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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
DIRAS3SNVMissense_Mutationc.660G>Tp.Glu220Aspp.E220DO95661protein_codingtolerated(0.25)benign(0.042)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DIRAS3insertionIn_Frame_Insnovelc.304_305insGTGTAGp.Gln102delinsArgValGlup.Q102delinsRVEO95661protein_codingTCGA-AN-A0FS-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DIRAS3insertionNonsense_Mutationnovelc.302_303insTCCTATCCTGTAp.Leu101_Gln102insProIleLeuTerp.L101_Q102insPIL*O95661protein_codingTCGA-AN-A0FS-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DIRAS3deletionFrame_Shift_Delnovelc.602delAp.Lys201SerfsTer27p.K201Sfs*27O95661protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
DIRAS3SNVMissense_Mutationc.628N>Cp.Glu210Glnp.E210QO95661protein_codingtolerated(0.74)benign(0.024)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
DIRAS3SNVMissense_Mutationc.542N>Tp.Ser181Leup.S181LO95661protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
DIRAS3SNVMissense_Mutationc.136G>Ap.Ala46Thrp.A46TO95661protein_codingdeleterious(0.02)possibly_damaging(0.85)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
DIRAS3SNVMissense_Mutationc.331N>Ap.Ala111Thrp.A111TO95661protein_codingdeleterious(0)probably_damaging(0.954)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
DIRAS3SNVMissense_Mutationnovelc.64N>Ap.Ala22Thrp.A22TO95661protein_codingtolerated(1)benign(0.003)TCGA-G4-6297-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyfluorouracilPD
DIRAS3SNVMissense_Mutationnovelc.630N>Tp.Glu210Aspp.E210DO95661protein_codingtolerated(0.44)benign(0.013)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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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