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: AEBP2

Gene summary for AEBP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AEBP2

Gene ID

121536

Gene nameAE binding protein 2
Gene AliasAEBP2
Cytomap12p12.3
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q6ZN18


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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
121536AEBP2CCI_1HumanCervixCC8.25e-049.60e-010.528
121536AEBP2CCI_2HumanCervixCC8.44e-131.24e+000.5249
121536AEBP2CCI_3HumanCervixCC1.68e-171.89e+000.516
121536AEBP2HTA11_3410_2000001011HumanColorectumAD6.11e-05-3.34e-010.0155
121536AEBP2HTA11_99999974143_84620HumanColorectumMSS5.68e-16-5.55e-010.3005
121536AEBP2A001-C-207HumanColorectumFAP4.14e-04-3.49e-010.1278
121536AEBP2A015-C-203HumanColorectumFAP3.05e-26-4.92e-01-0.1294
121536AEBP2A015-C-204HumanColorectumFAP1.24e-05-2.38e-01-0.0228
121536AEBP2A002-C-201HumanColorectumFAP7.13e-14-4.15e-010.0324
121536AEBP2A002-C-203HumanColorectumFAP4.12e-02-1.95e-010.2786
121536AEBP2A001-C-119HumanColorectumFAP1.52e-06-4.23e-01-0.1557
121536AEBP2A001-C-108HumanColorectumFAP4.53e-13-3.35e-01-0.0272
121536AEBP2A002-C-205HumanColorectumFAP1.27e-20-4.46e-01-0.1236
121536AEBP2A001-C-104HumanColorectumFAP3.91e-02-2.37e-010.0184
121536AEBP2A015-C-005HumanColorectumFAP2.36e-04-2.54e-01-0.0336
121536AEBP2A015-C-006HumanColorectumFAP2.62e-15-3.42e-01-0.0994
121536AEBP2A015-C-106HumanColorectumFAP4.40e-09-2.08e-01-0.0511
121536AEBP2A002-C-114HumanColorectumFAP2.60e-15-3.73e-01-0.1561
121536AEBP2A015-C-104HumanColorectumFAP1.08e-23-4.06e-01-0.1899
121536AEBP2A001-C-014HumanColorectumFAP3.74e-16-4.16e-010.0135
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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
EsophagusThe 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.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
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:00063257CervixCCchromatin organization78/2311409/187235.40e-058.02e-0478
GO:0006325ColorectumADchromatin organization119/3918409/187234.85e-058.33e-04119
GO:00063252ColorectumMSSchromatin organization107/3467409/187237.22e-051.21e-03107
GO:00063253ColorectumFAPchromatin organization84/2622409/187231.62e-042.47e-0384
GO:00063254ColorectumCRCchromatin organization74/2078409/187231.48e-054.61e-0474
GO:000632517EsophagusESCCchromatin organization240/8552409/187236.52e-081.14e-06240
GO:00063256LungIACchromatin organization69/2061409/187232.01e-043.53e-0369
GO:000632512LungAISchromatin organization62/1849409/187234.24e-047.29e-0362
GO:000632510Oral cavityOSCCchromatin organization190/7305409/187231.17e-035.97e-03190
GO:000632515Oral cavityEOLPchromatin organization84/2218409/187232.68e-078.16e-0684
GO:000632521Oral cavityNEOLPchromatin organization70/2005409/187234.97e-056.83e-0470
GO:000632520ThyroidPTCchromatin organization183/5968409/187232.55e-085.70e-07183
GO:0006325110ThyroidATCchromatin organization189/6293409/187236.40e-081.13e-06189
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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
AEBP2CD8TCMColorectumMSSSIRT5,CRELD1,IKZF2, etc.7.30e-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.
∗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
AEBP2SNVMissense_Mutationc.713N>Ap.Ser238Asnp.S238NQ6ZN18protein_codingdeleterious_low_confidence(0.03)probably_damaging(0.968)TCGA-A2-A04T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
AEBP2SNVMissense_Mutationnovelc.676N>Gp.Ser226Glyp.S226GQ6ZN18protein_codingdeleterious_low_confidence(0.04)benign(0.018)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
AEBP2SNVMissense_Mutationnovelc.829N>Ap.Asp277Asnp.D277NQ6ZN18protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.997)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
AEBP2SNVMissense_Mutationrs754732926c.848N>Ap.Arg283Hisp.R283HQ6ZN18protein_codingtolerated_low_confidence(0.05)benign(0.015)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
AEBP2SNVMissense_Mutationc.1112N>Tp.Ser371Phep.S371FQ6ZN18protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.991)TCGA-JW-A5VJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
AEBP2SNVMissense_Mutationc.727C>Tp.Pro243Serp.P243SQ6ZN18protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.996)TCGA-JX-A5QV-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
AEBP2SNVMissense_Mutationnovelc.1166G>Ap.Arg389Hisp.R389HQ6ZN18protein_codingtolerated_low_confidence(0.19)possibly_damaging(0.899)TCGA-VS-A9UJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
AEBP2SNVMissense_Mutationc.1325C>Ap.Ser442Tyrp.S442YQ6ZN18protein_codingdeleterious_low_confidence(0)probably_damaging(0.915)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
AEBP2SNVMissense_Mutationnovelc.1108N>Ap.Glu370Lysp.E370KQ6ZN18protein_codingtolerated_low_confidence(0.09)probably_damaging(0.98)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
AEBP2SNVMissense_Mutationc.1049N>Ap.Pro350Hisp.P350HQ6ZN18protein_codingdeleterious_low_confidence(0.02)probably_damaging(0.998)TCGA-F4-6570-01Colorectumcolon 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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