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: CTTNBP2

Gene summary for CTTNBP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CTTNBP2

Gene ID

83992

Gene namecortactin binding protein 2
Gene AliasC7orf8
Cytomap7q31.31
Gene Typeprotein-coding
GO ID

GO:0007275

UniProtAcc

Q20BG9


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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
83992CTTNBP2HTA11_1391_2000001011HumanColorectumAD3.59e-021.59e-01-0.059
83992CTTNBP2HTA11_866_3004761011HumanColorectumAD5.76e-031.72e-010.096
83992CTTNBP2HTA11_99999970781_79442HumanColorectumMSS7.68e-041.91e-010.294
83992CTTNBP2HTA11_99999971662_82457HumanColorectumMSS6.24e-134.38e-010.3859
83992CTTNBP2HTA11_99999973899_84307HumanColorectumMSS1.33e-033.06e-010.2585
83992CTTNBP2HTA11_99999974143_84620HumanColorectumMSS8.85e-042.01e-010.3005
83992CTTNBP2A002-C-021HumanColorectumFAP1.13e-103.40e-010.1171
83992CTTNBP2A001-C-104HumanColorectumFAP2.61e-052.54e-010.0184
83992CTTNBP2A001-C-007HumanColorectumCRC1.62e-106.04e-010.1899
83992CTTNBP2CRC-1-8810HumanColorectumCRC1.93e-185.91e-010.6257
83992CTTNBP2HCC2_MengHumanLiverHCC2.49e-081.42e-020.0107
83992CTTNBP2cirrhotic1HumanLiverCirrhotic1.74e-031.06e-010.0202
83992CTTNBP2cirrhotic2HumanLiverCirrhotic1.42e-041.03e-010.0201
83992CTTNBP2S027HumanLiverHCC1.61e-151.14e+000.2446
83992CTTNBP2S028HumanLiverHCC3.28e-411.80e+000.2503
83992CTTNBP2S029HumanLiverHCC1.34e-261.37e+000.2581
83992CTTNBP2PTC01HumanThyroidPTC4.79e-021.57e-020.1899
83992CTTNBP2PTC05HumanThyroidPTC2.22e-084.88e-010.2065
83992CTTNBP2PTC06HumanThyroidPTC9.47e-061.67e-010.2057
83992CTTNBP2PTC07HumanThyroidPTC2.47e-116.53e-020.2044
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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
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:0016311ColorectumADdephosphorylation123/3918417/187231.84e-053.82e-04123
GO:0006470ColorectumADprotein dephosphorylation88/3918281/187232.56e-054.89e-0488
GO:0099010ColorectumADmodification of postsynaptic structure9/391816/187232.06e-031.64e-029
GO:0099563ColorectumADmodification of synaptic structure11/391822/187232.32e-031.80e-0211
GO:0050808ColorectumADsynapse organization112/3918426/187234.25e-032.92e-02112
GO:0050807ColorectumADregulation of synapse organization60/3918211/187235.67e-033.64e-0260
GO:00064701ColorectumSERprotein dephosphorylation65/2897281/187234.44e-046.51e-0365
GO:0051051ColorectumSERnegative regulation of transport98/2897470/187231.01e-031.19e-0298
GO:00163111ColorectumSERdephosphorylation86/2897417/187232.73e-032.46e-0286
GO:0032409ColorectumSERregulation of transporter activity65/2897310/187235.71e-034.19e-0265
GO:00064702ColorectumMSSprotein dephosphorylation73/3467281/187231.15e-031.12e-0273
GO:00163112ColorectumMSSdephosphorylation101/3467417/187231.98e-031.70e-02101
GO:00324091ColorectumMSSregulation of transporter activity78/3467310/187232.09e-031.78e-0278
GO:00508082ColorectumMSSsynapse organization101/3467426/187233.96e-032.89e-02101
GO:00510511ColorectumMSSnegative regulation of transport110/3467470/187234.20e-033.04e-02110
GO:00163113ColorectumFAPdephosphorylation95/2622417/187237.07e-073.32e-0595
GO:00064704ColorectumFAPprotein dephosphorylation69/2622281/187231.47e-066.39e-0569
GO:00508083ColorectumFAPsynapse organization91/2622426/187231.90e-054.74e-0491
GO:00995631ColorectumFAPmodification of synaptic structure11/262222/187236.30e-051.22e-0311
GO:00990101ColorectumFAPmodification of postsynaptic structure9/262216/187239.19e-051.59e-039
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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
CTTNBP2SNVMissense_Mutationnovelc.1842N>Cp.Lys614Asnp.K614NQ8WZ74protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A2-A0CS-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
CTTNBP2SNVMissense_Mutationnovelc.1199N>Ap.Pro400Glnp.P400QQ8WZ74protein_codingtolerated(0.13)benign(0.01)TCGA-A7-A0DB-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
CTTNBP2SNVMissense_Mutationc.3128C>Ap.Ser1043Tyrp.S1043YQ8WZ74protein_codingtolerated(0.53)benign(0.299)TCGA-A8-A09Q-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
CTTNBP2SNVMissense_Mutationrs781254525c.4081G>Ap.Val1361Ilep.V1361IQ8WZ74protein_codingtolerated(0.19)benign(0.01)TCGA-AC-A5EH-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CTTNBP2SNVMissense_Mutationnovelc.1949N>Ap.Ala650Glup.A650EQ8WZ74protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AN-A03X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CTTNBP2SNVMissense_Mutationc.1259C>Tp.Ser420Leup.S420LQ8WZ74protein_codingdeleterious(0.03)benign(0.001)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CTTNBP2SNVMissense_Mutationc.2459A>Gp.Asn820Serp.N820SQ8WZ74protein_codingtolerated(0.37)possibly_damaging(0.478)TCGA-BH-A0BR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CTTNBP2SNVMissense_Mutationnovelc.1997C>Gp.Ser666Cysp.S666CQ8WZ74protein_codingdeleterious(0.05)benign(0.027)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
CTTNBP2SNVMissense_Mutationrs370017291c.924N>Cp.Gln308Hisp.Q308HQ8WZ74protein_codingdeleterious(0)probably_damaging(0.998)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
CTTNBP2SNVMissense_Mutationnovelc.1842A>Cp.Lys614Asnp.K614NQ8WZ74protein_codingdeleterious(0)probably_damaging(0.997)TCGA-D8-A1JT-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
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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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