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: RHOQ

Gene summary for RHOQ

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RHOQ

Gene ID

23433

Gene nameras homolog family member Q
Gene AliasARHQ
Cytomap2p21
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

P17081


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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
23433RHOQHCC1_MengHumanLiverHCC1.08e-772.44e-010.0246
23433RHOQHCC2_MengHumanLiverHCC3.38e-083.12e-020.0107
23433RHOQHCC2HumanLiverHCC8.38e-294.32e+000.5341
23433RHOQPt13.bHumanLiverHCC2.47e-021.31e-010.0251
23433RHOQS027HumanLiverHCC3.46e-077.16e-010.2446
23433RHOQS028HumanLiverHCC2.11e-126.60e-010.2503
23433RHOQS029HumanLiverHCC2.15e-147.51e-010.2581
23433RHOQGSM5252132_BPH389PrGFHumanProstateBPH4.38e-066.27e-01-0.2247
23433RHOQGSM5252135_BPH511PrPUr_Fcol_3GEXHumanProstateBPH3.87e-043.73e-01-0.1833
23433RHOQ047563_1562-all-cellsHumanProstateBPH8.83e-145.69e-010.0791
23433RHOQ048752_1579-all-cellsHumanProstateBPH3.52e-144.40e-010.1008
23433RHOQ052095_1628-all-cellsHumanProstateBPH4.03e-063.64e-010.1032
23433RHOQ052097_1595-all-cellsHumanProstateBPH2.82e-306.84e-010.0972
23433RHOQ052099_1652-all-cellsHumanProstateBPH1.85e-053.49e-010.1038
23433RHOQDong_P1HumanProstateTumor5.12e-147.44e-020.035
23433RHOQDong_P3HumanProstateTumor9.43e-043.77e-020.0278
23433RHOQDong_P5HumanProstateTumor2.97e-04-5.69e-020.053
23433RHOQAdj_PTCwithHT_6HumanThyroidHT5.67e-05-2.10e-010.02
23433RHOQPTCwithHT_6HumanThyroidHT1.15e-03-2.06e-010.02
23433RHOQPTCwithHT_8HumanThyroidHT5.67e-05-2.10e-010.0351
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:000911722LiverHCCnucleotide metabolic process300/7958489/187231.61e-171.71e-15300
GO:000675322LiverHCCnucleoside phosphate metabolic process304/7958497/187231.78e-171.85e-15304
GO:001969322LiverHCCribose phosphate metabolic process248/7958396/187233.15e-162.70e-14248
GO:000925922LiverHCCribonucleotide metabolic process240/7958385/187232.07e-151.51e-13240
GO:003286821LiverHCCresponse to insulin172/7958264/187237.14e-144.23e-12172
GO:000915022LiverHCCpurine ribonucleotide metabolic process226/7958368/187231.36e-137.69e-12226
GO:007252122LiverHCCpurine-containing compound metabolic process250/7958416/187232.26e-131.24e-11250
GO:003286921LiverHCCcellular response to insulin stimulus137/7958203/187234.69e-132.44e-11137
GO:004343422LiverHCCresponse to peptide hormone247/7958414/187239.55e-134.77e-11247
GO:000616322LiverHCCpurine nucleotide metabolic process236/7958396/187233.59e-121.62e-10236
GO:007265921LiverHCCprotein localization to plasma membrane177/7958284/187231.02e-114.18e-10177
GO:007137521LiverHCCcellular response to peptide hormone stimulus179/7958290/187232.54e-119.88e-10179
GO:002260422LiverHCCregulation of cell morphogenesis188/7958309/187234.84e-111.82e-09188
GO:199077821LiverHCCprotein localization to cell periphery200/7958333/187236.07e-112.23e-09200
GO:190165321LiverHCCcellular response to peptide211/7958359/187232.86e-109.63e-09211
GO:190547511LiverHCCregulation of protein localization to membrane113/7958175/187232.90e-097.78e-08113
GO:003297022LiverHCCregulation of actin filament-based process222/7958397/187233.81e-088.30e-07222
GO:003086512LiverHCCcortical cytoskeleton organization47/795861/187234.03e-088.69e-0747
GO:190437521LiverHCCregulation of protein localization to cell periphery83/7958125/187235.60e-081.19e-0683
GO:00082862LiverHCCinsulin receptor signaling pathway78/7958116/187236.15e-081.29e-0678
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0491041LiverHCCInsulin signaling pathway95/4020137/84651.53e-071.97e-061.10e-0695
hsa0491051LiverHCCInsulin signaling pathway95/4020137/84651.53e-071.97e-061.10e-0695
hsa049107ProstateBPHInsulin signaling pathway43/1718137/84651.34e-035.81e-033.60e-0343
hsa0491012ProstateBPHInsulin signaling pathway43/1718137/84651.34e-035.81e-033.60e-0343
hsa0491022ProstateTumorInsulin signaling pathway44/1791137/84651.69e-037.10e-034.40e-0344
hsa0491032ProstateTumorInsulin signaling pathway44/1791137/84651.69e-037.10e-034.40e-0344
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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
RHOQSNVMissense_Mutationrs141544914c.614C>Tp.Thr205Metp.T205MP17081protein_codingdeleterious_low_confidence(0)probably_damaging(0.991)TCGA-A2-A04T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
RHOQSNVMissense_Mutationnovelc.513N>Cp.Leu171Phep.L171FP17081protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
RHOQSNVMissense_Mutationnovelc.227T>Cp.Leu76Serp.L76SP17081protein_codingdeleterious(0)probably_damaging(0.997)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RHOQSNVMissense_Mutationc.499N>Gp.Thr167Alap.T167AP17081protein_codingdeleterious(0)possibly_damaging(0.894)TCGA-AZ-4615-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaPD
RHOQSNVMissense_Mutationc.205N>Tp.Asp69Tyrp.D69YP17081protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
RHOQSNVMissense_Mutationc.169N>Cp.Tyr57Hisp.Y57HP17081protein_codingtolerated(0.27)possibly_damaging(0.816)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RHOQSNVMissense_Mutationc.304N>Ap.Glu102Lysp.E102KP17081protein_codingtolerated(1)probably_damaging(0.988)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
RHOQSNVMissense_Mutationnovelc.28N>Tp.Leu10Phep.L10FP17081protein_codingdeleterious(0)benign(0.003)TCGA-AX-A3G8-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
RHOQSNVMissense_Mutationnovelc.38N>Cp.Val13Alap.V13AP17081protein_codingdeleterious(0.01)benign(0.031)TCGA-DI-A1BU-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
RHOQSNVMissense_Mutationrs371750832c.196N>Ap.Gly66Argp.G66RP17081protein_codingdeleterious(0)benign(0.2)TCGA-DI-A1BU-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
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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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