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: RAD51

Gene summary for RAD51

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RAD51

Gene ID

5888

Gene nameRAD51 recombinase
Gene AliasBRCC5
Cytomap15q15.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q06609


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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
5888RAD51C04HumanOral cavityOSCC3.29e-043.47e-010.2633
5888RAD51C21HumanOral cavityOSCC1.84e-157.32e-010.2678
5888RAD51C30HumanOral cavityOSCC2.32e-085.10e-010.3055
5888RAD51C38HumanOral cavityOSCC3.86e-066.90e-010.172
5888RAD51C43HumanOral cavityOSCC4.33e-082.03e-010.1704
5888RAD51C46HumanOral cavityOSCC7.11e-123.46e-010.1673
5888RAD51C51HumanOral cavityOSCC5.98e-063.47e-010.2674
5888RAD51C57HumanOral cavityOSCC1.93e-052.32e-010.1679
5888RAD51C08HumanOral cavityOSCC2.00e-083.00e-010.1919
5888RAD51LN22HumanOral cavityOSCC1.51e-074.08e-010.1733
5888RAD51LN46HumanOral cavityOSCC7.17e-113.75e-010.1666
5888RAD51LP15HumanOral cavityLP2.57e-033.01e-010.2174
5888RAD51SYSMH2HumanOral cavityOSCC8.75e-052.23e-010.2326
5888RAD51SYSMH3HumanOral cavityOSCC9.26e-072.39e-010.2442
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
∗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:00447725CervixCCmitotic cell cycle phase transition89/2311424/187232.70e-071.12e-0589
GO:00457876CervixCCpositive regulation of cell cycle66/2311313/187237.78e-061.81e-0466
GO:00073466CervixCCregulation of mitotic cell cycle88/2311457/187231.26e-052.60e-0488
GO:19019903CervixCCregulation of mitotic cell cycle phase transition63/2311299/187231.27e-052.60e-0463
GO:00459316CervixCCpositive regulation of mitotic cell cycle32/2311121/187231.88e-053.47e-0432
GO:19019922CervixCCpositive regulation of mitotic cell cycle phase transition26/231193/187233.97e-056.18e-0426
GO:00017018CervixCCin utero embryonic development71/2311367/187237.21e-051.00e-0371
GO:00900685CervixCCpositive regulation of cell cycle process50/2311236/187238.25e-051.11e-0350
GO:19019873CervixCCregulation of cell cycle phase transition74/2311390/187239.80e-051.27e-0374
GO:19019892CervixCCpositive regulation of cell cycle phase transition28/2311115/187232.82e-043.07e-0328
GO:1902751CervixCCpositive regulation of cell cycle G2/M phase transition11/231130/187235.71e-045.45e-0311
GO:0010971CervixCCpositive regulation of G2/M transition of mitotic cell cycle10/231127/187239.25e-047.84e-0310
GO:00448392CervixCCcell cycle G2/M phase transition31/2311148/187232.07e-031.51e-0231
GO:00000862CervixCCG2/M transition of mitotic cell cycle29/2311137/187232.40e-031.70e-0229
GO:00482851CervixCCorganelle fission78/2311488/187239.70e-034.79e-0278
GO:0001701ColorectumADin utero embryonic development110/3918367/187232.36e-054.62e-04110
GO:0007346ColorectumADregulation of mitotic cell cycle119/3918457/187234.60e-033.14e-02119
GO:0045787ColorectumADpositive regulation of cell cycle85/3918313/187234.76e-033.22e-0285
GO:0045931ColorectumADpositive regulation of mitotic cell cycle37/3918121/187237.88e-034.73e-0237
GO:00017011ColorectumSERin utero embryonic development77/2897367/187232.77e-032.48e-0277
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0521210Oral cavityOSCCPancreatic cancer60/370476/84653.32e-104.45e-092.26e-0960
hsa0521215Oral cavityOSCCPancreatic cancer60/370476/84653.32e-104.45e-092.26e-0960
hsa0521223Oral cavityLPPancreatic cancer40/241876/84658.08e-066.11e-053.94e-0540
hsa0521233Oral cavityLPPancreatic cancer40/241876/84658.08e-066.11e-053.94e-0540
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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
RAD51SNVMissense_Mutationc.656T>Gp.Leu219Argp.L219RQ06609protein_codingdeleterious(0)probably_damaging(0.991)TCGA-BH-A0HW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
RAD51SNVMissense_Mutationc.448N>Ap.Asp150Asnp.D150NQ06609protein_codingtolerated(0.14)benign(0.117)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RAD51SNVMissense_Mutationnovelc.146N>Cp.Val49Alap.V49AQ06609protein_codingtolerated(0.06)benign(0.082)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
RAD51SNVMissense_Mutationnovelc.87N>Tp.Glu29Aspp.E29DQ06609protein_codingdeleterious(0.04)benign(0.021)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
RAD51SNVMissense_Mutationc.584C>Tp.Ala195Valp.A195VQ06609protein_codingdeleterious(0.02)possibly_damaging(0.483)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
RAD51SNVMissense_Mutationnovelc.922N>Tp.Gly308Trpp.G308WQ06609protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RAD51SNVMissense_Mutationc.629N>Tp.Ala210Valp.A210VQ06609protein_codingdeleterious(0.02)possibly_damaging(0.703)TCGA-AX-A0IZ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RAD51SNVMissense_Mutationnovelc.949G>Ap.Asp317Asnp.D317NQ06609protein_codingdeleterious(0)probably_damaging(0.91)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
RAD51SNVMissense_Mutationnovelc.52N>Ap.Glu18Lysp.E18KQ06609protein_codingtolerated(0.08)benign(0.014)TCGA-AX-A2HJ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RAD51SNVMissense_Mutationc.171N>Tp.Lys57Asnp.K57NQ06609protein_codingdeleterious(0)possibly_damaging(0.726)TCGA-BS-A0UJ-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
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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
5888RAD51CLINICALLY ACTIONABLE, DRUGGABLE GENOME, DNA REPAIRAMUVATINIBAMUVATINIB
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