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: RHOJ

Gene summary for RHOJ

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RHOJ

Gene ID

57381

Gene nameras homolog family member J
Gene AliasARHJ
Cytomap14q23.2
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

A0A024R692


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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
57381RHOJATC11HumanThyroidATC1.93e-025.00e-010.3386
57381RHOJATC13HumanThyroidATC3.93e-254.59e-010.34
57381RHOJATC4HumanThyroidATC1.65e-036.42e-020.34
57381RHOJATC5HumanThyroidATC3.01e-225.04e-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:002260429ThyroidATCregulation of cell morphogenesis171/6293309/187232.36e-151.70e-13171
GO:000726524ThyroidATCRas protein signal transduction172/6293337/187232.25e-117.96e-10172
GO:000166731ThyroidATCameboidal-type cell migration228/6293475/187233.72e-111.22e-09228
GO:000836026ThyroidATCregulation of cell shape91/6293154/187237.33e-112.31e-0991
GO:001063131ThyroidATCepithelial cell migration169/6293357/187234.21e-087.69e-07169
GO:009013031ThyroidATCtissue migration171/6293365/187238.55e-081.47e-06171
GO:009013231ThyroidATCepithelium migration169/6293360/187238.57e-081.47e-06169
GO:001063432ThyroidATCpositive regulation of epithelial cell migration92/6293176/187232.38e-073.70e-0692
GO:001063231ThyroidATCregulation of epithelial cell migration137/6293292/187231.44e-061.77e-05137
GO:000726619ThyroidATCRho protein signal transduction73/6293137/187231.58e-061.93e-0573
GO:004354231ThyroidATCendothelial cell migration127/6293279/187232.14e-051.91e-04127
GO:001059531ThyroidATCpositive regulation of endothelial cell migration67/6293133/187234.61e-053.70e-0467
GO:001059431ThyroidATCregulation of endothelial cell migration102/6293232/187236.17e-043.51e-03102
GO:00457657ThyroidATCregulation of angiogenesis141/6293342/187231.80e-038.85e-03141
GO:19013427ThyroidATCregulation of vasculature development143/6293348/187231.95e-039.44e-03143
GO:0061298ThyroidATCretina vasculature development in camera-type eye12/629317/187232.02e-039.60e-0312
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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
RHOJSNVMissense_Mutationc.600N>Cp.Lys200Asnp.K200NQ9H4E5protein_codingtolerated(0.1)benign(0.334)TCGA-C8-A274-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
RHOJinsertionIn_Frame_Insnovelc.169_170insCTTTTCATAp.His57delinsProPheHisAsnp.H57delinsPFHNQ9H4E5protein_codingTCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
RHOJinsertionIn_Frame_Insnovelc.172_173insCCCTCAAGTp.His57_Tyr58insSerLeuLysp.H57_Y58insSLKQ9H4E5protein_codingTCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
RHOJSNVMissense_Mutationrs371394112c.214N>Ap.Gly72Argp.G72RQ9H4E5protein_codingdeleterious(0)probably_damaging(0.999)TCGA-ZJ-AAXJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
RHOJSNVMissense_Mutationc.94G>Ap.Val32Metp.V32MQ9H4E5protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AA-A01C-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
RHOJSNVMissense_Mutationc.151N>Ap.Val51Metp.V51MQ9H4E5protein_codingdeleterious(0)possibly_damaging(0.447)TCGA-AG-3725-01Colorectumrectum adenocarcinomaFemale>=65III/IVUnknownUnknownSD
RHOJSNVMissense_Mutationrs765688403c.376G>Ap.Val126Metp.V126MQ9H4E5protein_codingdeleterious(0)possibly_damaging(0.649)TCGA-DC-6683-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilSD
RHOJSNVMissense_Mutationrs145036225c.554C>Tp.Ala185Valp.A185VQ9H4E5protein_codingtolerated(0.07)benign(0.084)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
RHOJSNVMissense_Mutationnovelc.614N>Ap.Ser205Tyrp.S205YQ9H4E5protein_codingdeleterious(0)benign(0.173)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RHOJSNVMissense_Mutationc.571N>Cp.Ile191Leup.I191LQ9H4E5protein_codingdeleterious(0.04)probably_damaging(0.943)TCGA-AP-A054-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinPD
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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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