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: XRCC2

Gene summary for XRCC2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

XRCC2

Gene ID

7516

Gene nameX-ray repair cross complementing 2
Gene AliasFANCU
Cytomap7q36.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

O43543


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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
7516XRCC2HCC1_MengHumanLiverHCC1.43e-112.88e-020.0246
7516XRCC2HCC2HumanLiverHCC4.65e-082.19e+000.5341
7516XRCC2HCC5HumanLiverHCC3.20e-045.72e-010.4932
7516XRCC2ATC13HumanThyroidATC4.82e-029.53e-020.34
7516XRCC2ATC2HumanThyroidATC5.35e-045.03e-010.34
7516XRCC2ATC4HumanThyroidATC2.74e-031.22e-010.34
7516XRCC2ATC5HumanThyroidATC5.43e-041.46e-010.34
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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
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:007099722LiverHCCneuron death202/7958361/187231.44e-072.70e-06202
GO:000170111LiverHCCin utero embryonic development204/7958367/187232.44e-074.30e-06204
GO:190121412LiverHCCregulation of neuron death179/7958319/187235.65e-079.01e-06179
GO:001021221LiverHCCresponse to ionizing radiation89/7958148/187231.10e-051.26e-0489
GO:005140212LiverHCCneuron apoptotic process135/7958246/187235.64e-055.26e-04135
GO:004352312LiverHCCregulation of neuron apoptotic process117/7958212/187231.25e-041.03e-03117
GO:0031023LiverHCCmicrotubule organizing center organization82/7958143/187232.38e-041.79e-0382
GO:00103321LiverHCCresponse to gamma radiation37/795856/187233.13e-042.22e-0337
GO:0007098LiverHCCcentrosome cycle75/7958130/187233.33e-042.34e-0375
GO:190121512LiverHCCnegative regulation of neuron death113/7958208/187233.68e-042.54e-03113
GO:001072011LiverHCCpositive regulation of cell development155/7958298/187235.39e-043.48e-03155
GO:00063021LiverHCCdouble-strand break repair131/7958251/187231.17e-036.54e-03131
GO:00507674LiverHCCregulation of neurogenesis181/7958364/187233.00e-031.40e-02181
GO:00093146LiverHCCresponse to radiation223/7958456/187233.08e-031.43e-02223
GO:00507693LiverHCCpositive regulation of neurogenesis116/7958225/187233.67e-031.63e-02116
GO:003526421LiverHCCmulticellular organism growth70/7958132/187239.29e-033.57e-0270
GO:000170126ThyroidATCin utero embryonic development183/6293367/187236.62e-112.11e-09183
GO:0070997210ThyroidATCneuron death176/6293361/187231.43e-093.57e-08176
GO:190121428ThyroidATCregulation of neuron death156/6293319/187239.30e-091.96e-07156
GO:000931426ThyroidATCresponse to radiation210/6293456/187231.69e-083.39e-07210
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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
XRCC2SNVMissense_Mutationrs775565256c.581N>Tp.Thr194Metp.T194MO43543protein_codingdeleterious(0)probably_damaging(0.989)TCGA-A1-A0SQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyacSD
XRCC2SNVMissense_Mutationc.307N>Cp.Ser103Argp.S103RO43543protein_codingtolerated(0.15)possibly_damaging(0.449)TCGA-A2-A0D0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
XRCC2SNVMissense_Mutationc.541G>Ap.Glu181Lysp.E181KO43543protein_codingtolerated(0.4)benign(0.005)TCGA-E2-A1LH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
XRCC2insertionFrame_Shift_Insnovelc.12_13insAGGAATTTTCTAATGACGTATTTTGp.Phe5ArgfsTer11p.F5Rfs*11O43543protein_codingTCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
XRCC2insertionNonsense_Mutationnovelc.377_378insTCTCCAATAATAAAAAAATGTTTTTTTAAACTGTTp.Leu126PhefsTer4p.L126Ffs*4O43543protein_codingTCGA-B6-A0RI-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
XRCC2SNVMissense_Mutationrs775565256c.581C>Tp.Thr194Metp.T194MO43543protein_codingdeleterious(0)probably_damaging(0.989)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
XRCC2SNVMissense_Mutationrs730882047c.770N>Tp.Ser257Leup.S257LO43543protein_codingtolerated(0.31)benign(0.084)TCGA-VS-A8EL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
XRCC2SNVMissense_Mutationc.421N>Tp.Pro141Serp.P141SO43543protein_codingdeleterious(0)possibly_damaging(0.874)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
XRCC2SNVMissense_Mutationc.659A>Gp.Asp220Glyp.D220GO43543protein_codingtolerated(0.14)benign(0.001)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
XRCC2SNVMissense_Mutationc.213N>Cp.Glu71Aspp.E71DO43543protein_codingtolerated(0.59)benign(0.007)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=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
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