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: DAB2IP

Gene summary for DAB2IP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DAB2IP

Gene ID

153090

Gene nameDAB2 interacting protein
Gene AliasAF9Q34
Cytomap9q33.2
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q5VWQ8


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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
153090DAB2IPCCI_2HumanCervixCC3.10e-096.44e-010.5249
153090DAB2IPCCI_3HumanCervixCC2.70e-085.16e-010.516
153090DAB2IPHTA11_347_2000001011HumanColorectumAD2.57e-115.08e-01-0.1954
153090DAB2IPHTA11_696_2000001011HumanColorectumAD2.76e-074.38e-01-0.1464
153090DAB2IPHTA11_1391_2000001011HumanColorectumAD8.81e-054.31e-01-0.059
153090DAB2IPHTA11_99999971662_82457HumanColorectumMSS9.26e-064.12e-010.3859
153090DAB2IPA015-C-203HumanColorectumFAP1.12e-10-1.72e-01-0.1294
153090DAB2IPA002-C-201HumanColorectumFAP3.28e-02-1.22e-010.0324
153090DAB2IPA001-C-119HumanColorectumFAP1.57e-02-2.44e-01-0.1557
153090DAB2IPA001-C-108HumanColorectumFAP5.24e-06-1.33e-01-0.0272
153090DAB2IPA002-C-205HumanColorectumFAP6.65e-07-9.87e-02-0.1236
153090DAB2IPA015-C-006HumanColorectumFAP1.32e-04-1.82e-01-0.0994
153090DAB2IPA015-C-106HumanColorectumFAP1.49e-02-5.94e-02-0.0511
153090DAB2IPA002-C-114HumanColorectumFAP2.60e-08-2.80e-01-0.1561
153090DAB2IPA015-C-104HumanColorectumFAP1.64e-11-1.34e-01-0.1899
153090DAB2IPA001-C-014HumanColorectumFAP3.84e-02-9.39e-020.0135
153090DAB2IPA002-C-016HumanColorectumFAP5.48e-09-1.77e-010.0521
153090DAB2IPA015-C-002HumanColorectumFAP4.67e-04-2.42e-01-0.0763
153090DAB2IPA002-C-116HumanColorectumFAP4.70e-12-2.78e-01-0.0452
153090DAB2IPA014-C-008HumanColorectumFAP1.29e-03-1.91e-01-0.191
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
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:009719310CervixCCintrinsic apoptotic signaling pathway85/2311288/187234.56e-156.46e-1285
GO:004217610CervixCCregulation of protein catabolic process104/2311391/187239.39e-159.36e-12104
GO:200123310CervixCCregulation of apoptotic signaling pathway96/2311356/187234.08e-143.05e-1196
GO:004586210CervixCCpositive regulation of proteolysis95/2311372/187231.84e-126.86e-1095
GO:190336210CervixCCregulation of cellular protein catabolic process72/2311255/187235.98e-122.10e-0972
GO:009013210CervixCCepithelium migration90/2311360/187232.45e-116.11e-0990
GO:00016679CervixCCameboidal-type cell migration110/2311475/187232.66e-116.36e-09110
GO:001063110CervixCCepithelial cell migration89/2311357/187233.72e-118.54e-0989
GO:009013010CervixCCtissue migration90/2311365/187235.42e-111.05e-0890
GO:004573210CervixCCpositive regulation of protein catabolic process65/2311231/187237.44e-111.39e-0865
GO:001049810CervixCCproteasomal protein catabolic process111/2311490/187238.98e-111.58e-08111
GO:000989610CervixCCpositive regulation of catabolic process109/2311492/187235.26e-106.99e-08109
GO:00510566CervixCCregulation of small GTPase mediated signal transduction75/2311302/187231.54e-091.74e-0775
GO:190305010CervixCCregulation of proteolysis involved in cellular protein catabolic process60/2311221/187231.82e-091.98e-0760
GO:00506737CervixCCepithelial cell proliferation98/2311437/187232.01e-092.15e-0798
GO:004325410CervixCCregulation of protein-containing complex assembly96/2311428/187232.91e-093.05e-0796
GO:001063210CervixCCregulation of epithelial cell migration72/2311292/187234.52e-094.43e-0772
GO:00160557CervixCCWnt signaling pathway98/2311444/187234.82e-094.65e-0798
GO:01987387CervixCCcell-cell signaling by wnt98/2311446/187236.16e-095.58e-0798
GO:003367410CervixCCpositive regulation of kinase activity101/2311467/187238.66e-097.22e-07101
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa042109CervixCCApoptosis36/1267136/84653.21e-041.68e-039.91e-0436
hsa046686CervixCCTNF signaling pathway28/1267114/84654.60e-031.62e-029.59e-0328
hsa0421014CervixCCApoptosis36/1267136/84653.21e-041.68e-039.91e-0436
hsa0466813CervixCCTNF signaling pathway28/1267114/84654.60e-031.62e-029.59e-0328
hsa04210ColorectumMSSApoptosis44/1875136/84653.66e-031.66e-021.01e-0244
hsa042101ColorectumMSSApoptosis44/1875136/84653.66e-031.66e-021.01e-0244
hsa0421018Oral cavityOSCCApoptosis101/3704136/84653.34e-137.00e-123.56e-12101
hsa046689Oral cavityOSCCTNF signaling pathway82/3704114/84658.30e-109.59e-094.88e-0982
hsa0421019Oral cavityOSCCApoptosis101/3704136/84653.34e-137.00e-123.56e-12101
hsa0466816Oral cavityOSCCTNF signaling pathway82/3704114/84658.30e-109.59e-094.88e-0982
hsa0421043Oral cavityEOLPApoptosis40/1218136/84654.20e-062.91e-051.72e-0540
hsa0466841Oral cavityEOLPTNF signaling pathway35/1218114/84655.79e-063.67e-052.16e-0535
hsa0421053Oral cavityEOLPApoptosis40/1218136/84654.20e-062.91e-051.72e-0540
hsa0466851Oral cavityEOLPTNF signaling pathway35/1218114/84655.79e-063.67e-052.16e-0535
hsa0421025ProstateTumorApoptosis48/1791136/84659.03e-056.10e-043.78e-0448
hsa0466821ProstateTumorTNF signaling pathway40/1791114/84653.88e-042.07e-031.29e-0340
hsa0421035ProstateTumorApoptosis48/1791136/84659.03e-056.10e-043.78e-0448
hsa0466831ProstateTumorTNF signaling pathway40/1791114/84653.88e-042.07e-031.29e-0340
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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
DAB2IPSNVMissense_Mutationc.3387N>Cp.Glu1129Aspp.E1129DQ5VWQ8protein_codingtolerated(0.1)benign(0.159)TCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
DAB2IPSNVMissense_Mutationc.481G>Ap.Glu161Lysp.E161KQ5VWQ8protein_codingdeleterious(0.02)probably_damaging(0.984)TCGA-A8-A06U-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DAB2IPSNVMissense_Mutationnovelc.577N>Ap.Glu193Lysp.E193KQ5VWQ8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A0BJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
DAB2IPSNVMissense_Mutationrs141771432c.1460N>Ap.Arg487Glnp.R487QQ5VWQ8protein_codingdeleterious(0)probably_damaging(0.991)TCGA-BH-A18U-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
DAB2IPSNVMissense_Mutationc.1486N>Tp.Arg496Cysp.R496CQ5VWQ8protein_codingdeleterious(0)probably_damaging(1)TCGA-C8-A12O-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
DAB2IPSNVMissense_Mutationc.686G>Ap.Gly229Aspp.G229DQ5VWQ8protein_codingdeleterious(0)probably_damaging(1)TCGA-E2-A15T-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
DAB2IPinsertionIn_Frame_Insnovelc.1065_1066insTCCp.Leu355_Gln356insSerp.L355_Q356insSQ5VWQ8protein_codingTCGA-AN-A04A-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
DAB2IPinsertionFrame_Shift_Insnovelc.1067_1068insGGCTGGTGCCCTCTGTGTTCCCACTp.Ser357AlafsTer47p.S357Afs*47Q5VWQ8protein_codingTCGA-AN-A04A-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
DAB2IPinsertionFrame_Shift_Insnovelc.3303_3304insCTGGCTATTTATAAGATACTTTTTTTTTTAAp.Ile1102LeufsTer13p.I1102Lfs*13Q5VWQ8protein_codingTCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
DAB2IPSNVMissense_Mutationc.1225N>Ap.Ala409Thrp.A409TQ5VWQ8protein_codingtolerated(0.26)possibly_damaging(0.603)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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