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: CDX2

Gene summary for CDX2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CDX2

Gene ID

1045

Gene namecaudal type homeobox 2
Gene AliasCDX-3
Cytomap13q12.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q99626


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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
1045CDX2HTA11_3410_2000001011HumanColorectumAD6.71e-236.18e-010.0155
1045CDX2HTA11_2487_2000001011HumanColorectumSER1.58e-178.87e-01-0.1808
1045CDX2HTA11_2951_2000001011HumanColorectumAD2.22e-069.33e-010.0216
1045CDX2HTA11_1938_2000001011HumanColorectumAD2.55e-261.29e+00-0.0811
1045CDX2HTA11_78_2000001011HumanColorectumAD7.14e-181.12e+00-0.1088
1045CDX2HTA11_347_2000001011HumanColorectumAD6.27e-561.46e+00-0.1954
1045CDX2HTA11_2112_2000001011HumanColorectumSER9.38e-048.87e-01-0.2196
1045CDX2HTA11_3361_2000001011HumanColorectumAD2.94e-251.15e+00-0.1207
1045CDX2HTA11_83_2000001011HumanColorectumSER2.48e-271.40e+00-0.1526
1045CDX2HTA11_696_2000001011HumanColorectumAD1.08e-601.57e+00-0.1464
1045CDX2HTA11_866_2000001011HumanColorectumAD3.85e-331.07e+00-0.1001
1045CDX2HTA11_1391_2000001011HumanColorectumAD3.01e-411.36e+00-0.059
1045CDX2HTA11_2992_2000001011HumanColorectumSER1.01e-069.02e-01-0.1706
1045CDX2HTA11_5212_2000001011HumanColorectumAD2.02e-141.12e+00-0.2061
1045CDX2HTA11_5216_2000001011HumanColorectumSER2.21e-121.30e+00-0.1462
1045CDX2HTA11_546_2000001011HumanColorectumAD1.33e-181.23e+00-0.0842
1045CDX2HTA11_7862_2000001011HumanColorectumAD5.49e-151.08e+00-0.0179
1045CDX2HTA11_866_3004761011HumanColorectumAD1.51e-431.50e+000.096
1045CDX2HTA11_4255_2000001011HumanColorectumSER7.40e-048.88e-010.0446
1045CDX2HTA11_9408_2000001011HumanColorectumAD3.47e-027.46e-010.0451
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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:0007034ColorectumADvacuolar transport60/3918157/187234.97e-071.85e-0560
GO:0007163ColorectumADestablishment or maintenance of cell polarity77/3918218/187235.72e-072.08e-0577
GO:0001701ColorectumADin utero embryonic development110/3918367/187232.36e-054.62e-04110
GO:0001890ColorectumADplacenta development51/3918144/187233.99e-057.16e-0451
GO:0001892ColorectumADembryonic placenta development33/391882/187235.30e-059.01e-0433
GO:0007041ColorectumADlysosomal transport42/3918114/187236.61e-051.07e-0342
GO:0045197ColorectumADestablishment or maintenance of epithelial cell apical/basal polarity20/391844/187232.26e-042.94e-0320
GO:0035088ColorectumADestablishment or maintenance of apical/basal cell polarity21/391849/187234.31e-044.82e-0321
GO:0061245ColorectumADestablishment or maintenance of bipolar cell polarity21/391849/187234.31e-044.82e-0321
GO:0060711ColorectumADlabyrinthine layer development19/391844/187237.13e-047.21e-0319
GO:0061458ColorectumADreproductive system development116/3918427/187231.11e-031.01e-02116
GO:0048608ColorectumADreproductive structure development114/3918424/187231.78e-031.47e-02114
GO:0048568ColorectumADembryonic organ development112/3918427/187234.60e-033.14e-02112
GO:00071631ColorectumSERestablishment or maintenance of cell polarity60/2897218/187233.45e-061.33e-0460
GO:00018901ColorectumSERplacenta development43/2897144/187239.10e-063.03e-0443
GO:00018921ColorectumSERembryonic placenta development28/289782/187232.24e-056.43e-0428
GO:00070341ColorectumSERvacuolar transport43/2897157/187238.92e-051.93e-0343
GO:00451971ColorectumSERestablishment or maintenance of epithelial cell apical/basal polarity16/289744/187235.64e-047.83e-0316
GO:00607111ColorectumSERlabyrinthine layer development16/289744/187235.64e-047.83e-0316
GO:00350881ColorectumSERestablishment or maintenance of apical/basal cell polarity17/289749/187237.17e-049.44e-0317
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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
CDX2ABSColorectumMSSCD24,C10orf99,URAD, etc.9.20e-02The 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.
CDX2ABSColorectumSERCD24,C10orf99,URAD, etc.2.79e-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.
CDX2CD8TEXPColorectumADLGALS4,CD24,PHGR1, etc.1.76e-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.
CDX2CD8TEXPColorectumADJLGALS4,CD24,PHGR1, etc.1.06e-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.
CDX2CD8TEXPColorectumCRCLGALS4,CD24,PHGR1, etc.3.47e-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.
CDX2CD8TEXPColorectumFAPLGALS4,CD24,PHGR1, etc.9.38e-02The 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.
CDX2TH1ColorectumFAPLGALS4,CD24,PHGR1, etc.9.73e-02The 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.
CDX2CD8TEXPColorectumHealthyLGALS4,CD24,PHGR1, etc.1.77e-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.
CDX2CD8TEXPColorectumMSI-HLGALS4,CD24,PHGR1, etc.6.77e-02The 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.
CDX2CD8TEXPColorectumMSSLGALS4,CD24,PHGR1, etc.2.38e-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
CDX2SNVMissense_Mutationnovelc.277G>Ap.Ala93Thrp.A93TQ99626protein_codingtolerated(0.45)possibly_damaging(0.503)TCGA-UL-AAZ6-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyherceptinSD
CDX2SNVMissense_Mutationnovelc.881G>Ap.Gly294Aspp.G294DQ99626protein_codingdeleterious(0.01)possibly_damaging(0.72)TCGA-C5-A8YR-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
CDX2SNVMissense_Mutationc.616N>Tp.His206Tyrp.H206YQ99626protein_codingdeleterious(0)possibly_damaging(0.506)TCGA-EK-A2RJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CDX2SNVMissense_Mutationc.257N>Tp.Ala86Valp.A86VQ99626protein_codingtolerated(0.28)benign(0.119)TCGA-EK-A3GN-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
CDX2SNVMissense_Mutationc.34N>Tp.Ser12Cysp.S12CQ99626protein_codingdeleterious(0.01)probably_damaging(0.922)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CDX2SNVMissense_Mutationc.716C>Tp.Ala239Valp.A239VQ99626protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
CDX2SNVMissense_Mutationnovelc.753G>Tp.Gln251Hisp.Q251HQ99626protein_codingdeleterious(0)benign(0.021)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CDX2SNVMissense_Mutationrs763139212c.626G>Ap.Arg209Hisp.R209HQ99626protein_codingdeleterious(0)possibly_damaging(0.883)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CDX2SNVMissense_Mutationnovelc.713N>Ap.Arg238Lysp.R238KQ99626protein_codingdeleterious(0)probably_damaging(1)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
CDX2SNVMissense_Mutationnovelc.14N>Gp.Tyr5Cysp.Y5CQ99626protein_codingtolerated(0.12)possibly_damaging(0.455)TCGA-BG-A222-01Endometriumuterine 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
1045CDX2CLINICALLY ACTIONABLE, TRANSCRIPTION FACTORTPN10712262
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