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: CUX2

Gene summary for CUX2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CUX2

Gene ID

23316

Gene namecut like homeobox 2
Gene AliasCDP2
Cytomap12q24.11-q24.12
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

O14529


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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
23316CUX2047563_1562-all-cellsHumanProstateBPH4.38e-053.01e-010.0791
23316CUX2048752_1579-all-cellsHumanProstateBPH7.06e-558.87e-010.1008
23316CUX2052095_1628-all-cellsHumanProstateBPH3.17e-397.70e-010.1032
23316CUX2052097_1595-all-cellsHumanProstateBPH1.11e-255.34e-010.0972
23316CUX2052099_1652-all-cellsHumanProstateBPH8.19e-559.42e-010.1038
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:002260417ProstateBPHregulation of cell morphogenesis99/3107309/187231.30e-119.72e-1099
GO:001076916ProstateBPHregulation of cell morphogenesis involved in differentiation40/310796/187235.08e-091.86e-0740
GO:003432910ProstateBPHcell junction assembly114/3107420/187232.52e-087.49e-07114
GO:00109759ProstateBPHregulation of neuron projection development118/3107445/187235.85e-081.57e-06118
GO:00107208ProstateBPHpositive regulation of cell development86/3107298/187237.11e-081.85e-0686
GO:00313469ProstateBPHpositive regulation of cell projection organization98/3107353/187237.34e-081.88e-0698
GO:00609966ProstateBPHdendritic spine development37/310799/187235.22e-071.04e-0537
GO:00163589ProstateBPHdendrite development71/3107243/187235.73e-071.14e-0571
GO:19018888ProstateBPHregulation of cell junction assembly62/3107204/187236.71e-071.30e-0562
GO:001077010ProstateBPHpositive regulation of cell morphogenesis involved in differentiation31/310779/187231.27e-062.22e-0531
GO:00609985ProstateBPHregulation of dendritic spine development25/310761/187235.31e-067.84e-0525
GO:00507695ProstateBPHpositive regulation of neurogenesis63/3107225/187231.11e-051.51e-0463
GO:00507678ProstateBPHregulation of neurogenesis92/3107364/187231.36e-051.78e-0492
GO:00488136ProstateBPHdendrite morphogenesis45/3107146/187231.46e-051.88e-0445
GO:01060278ProstateBPHneuron projection organization32/310793/187232.19e-052.65e-0432
GO:00508087ProstateBPHsynapse organization103/3107426/187233.19e-053.61e-04103
GO:00991736ProstateBPHpostsynapse organization49/3107168/187233.20e-053.61e-0449
GO:00970617ProstateBPHdendritic spine organization29/310784/187234.86e-055.07e-0429
GO:00991752ProstateBPHregulation of postsynapse organization29/310790/187231.96e-041.61e-0329
GO:00610015ProstateBPHregulation of dendritic spine morphogenesis18/310747/187233.00e-042.32e-0318
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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
CUX2ECMColorectumHealthyKCNIP4,SGCZ,DPP10, etc.1.79e-01The 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.
CUX2LYMENDLiverCirrhoticNNMT,GLT1D1,PLG, etc.3.99e-01The 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.
CUX2LYMENDLiverHealthyNNMT,GLT1D1,PLG, etc.1.46e-01The 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.
CUX2LYMENDLiverNAFLDNNMT,GLT1D1,PLG, etc.1.49e-01The 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.
∗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
CUX2SNVMissense_Mutationc.3799N>Cp.Asp1267Hisp.D1267HO14529protein_codingdeleterious(0)possibly_damaging(0.781)TCGA-A8-A08R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CUX2SNVMissense_Mutationrs372685449c.4007C>Tp.Pro1336Leup.P1336LO14529protein_codingtolerated_low_confidence(0.56)benign(0)TCGA-AO-A12D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
CUX2insertionFrame_Shift_Insnovelc.3295_3296insATCTCCTAp.Gly1099AspfsTer24p.G1099Dfs*24O14529protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CUX2insertionIn_Frame_Insnovelc.3296_3297insGAGTAAAGAACCTCTTAAATTAAAAAAp.Gly1099_Arg1100insSerLysGluProLeuLysLeuLysLysp.G1099_R1100insSKEPLKLKKO14529protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CUX2SNVMissense_Mutationnovelc.4022T>Cp.Leu1341Prop.L1341PO14529protein_codingtolerated_low_confidence(0.09)benign(0)TCGA-C5-A901-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CUX2SNVMissense_Mutationc.1034N>Gp.Lys345Argp.K345RO14529protein_codingtolerated(0.06)probably_damaging(0.985)TCGA-EK-A2PM-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
CUX2SNVMissense_Mutationc.4318N>Ap.Asp1440Asnp.D1440NO14529protein_codingtolerated_low_confidence(0.07)benign(0.001)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
CUX2SNVMissense_Mutationrs747760741c.3551N>Ap.Arg1184Glnp.R1184QO14529protein_codingdeleterious(0)benign(0.013)TCGA-VS-A8EC-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycarboplatinCR
CUX2SNVMissense_Mutationrs199740303c.892N>Tp.Arg298Trpp.R298WO14529protein_codingdeleterious(0)probably_damaging(0.913)TCGA-VS-A8EL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CUX2SNVMissense_Mutationrs751335439c.220N>Ap.Glu74Lysp.E74KO14529protein_codingdeleterious(0.03)benign(0.307)TCGA-VS-A9V3-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
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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
23316CUX2TRANSCRIPTION FACTORrifampinRIFAMPIN
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