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: AEBP1

Gene summary for AEBP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AEBP1

Gene ID

165

Gene nameAE binding protein 1
Gene AliasACLP
Cytomap7p13
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q8IUX7


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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
165AEBP1P2T-EHumanEsophagusESCC6.66e-112.42e-010.1177
165AEBP1P4T-EHumanEsophagusESCC1.08e-147.91e-010.1323
165AEBP1P5T-EHumanEsophagusESCC9.80e-056.86e-010.1327
165AEBP1P9T-EHumanEsophagusESCC4.07e-078.61e-010.1131
165AEBP1P10T-EHumanEsophagusESCC3.59e-429.48e-010.116
165AEBP1P11T-EHumanEsophagusESCC1.36e-121.11e+000.1426
165AEBP1P12T-EHumanEsophagusESCC3.55e-184.10e-010.1122
165AEBP1P15T-EHumanEsophagusESCC4.64e-025.91e-010.1149
165AEBP1P16T-EHumanEsophagusESCC1.33e-528.21e-010.1153
165AEBP1P19T-EHumanEsophagusESCC2.56e-101.39e+000.1662
165AEBP1P22T-EHumanEsophagusESCC3.99e-027.13e-010.1236
165AEBP1P24T-EHumanEsophagusESCC4.44e-064.50e-010.1287
165AEBP1P31T-EHumanEsophagusESCC1.29e-032.45e-010.1251
165AEBP1P32T-EHumanEsophagusESCC5.86e-053.35e-010.1666
165AEBP1P37T-EHumanEsophagusESCC4.19e-025.46e-010.1371
165AEBP1P38T-EHumanEsophagusESCC4.44e-031.43e-010.127
165AEBP1P42T-EHumanEsophagusESCC7.32e-069.88e-010.1175
165AEBP1P44T-EHumanEsophagusESCC3.58e-162.13e+000.1096
165AEBP1P47T-EHumanEsophagusESCC4.86e-111.31e+000.1067
165AEBP1P49T-EHumanEsophagusESCC5.40e-192.31e+000.1768
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:1902903111EsophagusESCCregulation of supramolecular fiber organization237/8552383/187239.06e-112.75e-09237
GO:00301984EsophagusESCCextracellular matrix organization171/8552301/187236.08e-054.67e-04171
GO:00430624EsophagusESCCextracellular structure organization171/8552302/187237.73e-055.76e-04171
GO:00452294EsophagusESCCexternal encapsulating structure organization172/8552304/187237.80e-055.80e-04172
GO:00301993EsophagusESCCcollagen fibril organization40/855261/187231.35e-036.44e-0340
GO:19030532EsophagusESCCregulation of extracellular matrix organization30/855248/187231.40e-024.57e-0230
GO:190290312LiverCirrhoticregulation of supramolecular fiber organization148/4634383/187238.85e-104.08e-08148
GO:190290322LiverHCCregulation of supramolecular fiber organization224/7958383/187231.54e-105.33e-09224
GO:1902903113ThyroidPTCregulation of supramolecular fiber organization202/5968383/187231.16e-171.15e-15202
GO:00301986ThyroidPTCextracellular matrix organization124/5968301/187233.75e-042.53e-03124
GO:00430626ThyroidPTCextracellular structure organization124/5968302/187234.38e-042.92e-03124
GO:00452296ThyroidPTCexternal encapsulating structure organization124/5968304/187235.96e-043.79e-03124
GO:19030533ThyroidPTCregulation of extracellular matrix organization26/596848/187231.13e-036.59e-0326
GO:00301995ThyroidPTCcollagen fibril organization29/596861/187237.57e-033.23e-0229
GO:1902903210ThyroidATCregulation of supramolecular fiber organization210/6293383/187236.20e-187.54e-16210
GO:003019812ThyroidATCextracellular matrix organization152/6293301/187238.63e-102.24e-08152
GO:004306212ThyroidATCextracellular structure organization152/6293302/187231.17e-092.94e-08152
GO:004522912ThyroidATCexternal encapsulating structure organization152/6293304/187232.11e-095.08e-08152
GO:003019911ThyroidATCcollagen fibril organization43/629361/187234.24e-099.57e-0843
GO:190305311ThyroidATCregulation of extracellular matrix organization33/629348/187236.86e-079.33e-0633
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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
AEBP1SNVMissense_Mutationrs779044302c.751N>Tp.Arg251Trpp.R251WQ8IUX7protein_codingdeleterious_low_confidence(0)benign(0.003)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
AEBP1SNVMissense_Mutationc.1705N>Ap.Asp569Asnp.D569NQ8IUX7protein_codingdeleterious(0)probably_damaging(0.968)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
AEBP1SNVMissense_Mutationc.2191N>Ap.Glu731Lysp.E731KQ8IUX7protein_codingdeleterious(0.03)possibly_damaging(0.842)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
AEBP1SNVMissense_Mutationc.1573N>Ap.Leu525Ilep.L525IQ8IUX7protein_codingtolerated(0.28)possibly_damaging(0.898)TCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
AEBP1SNVMissense_Mutationrs771452124c.1982G>Ap.Arg661Hisp.R661HQ8IUX7protein_codingdeleterious(0)probably_damaging(0.965)TCGA-AR-A0U2-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapytamoxiphenPD
AEBP1SNVMissense_Mutationc.2933G>Ap.Cys978Tyrp.C978YQ8IUX7protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
AEBP1SNVMissense_Mutationc.697C>Gp.Leu233Valp.L233VQ8IUX7protein_codingdeleterious_low_confidence(0)benign(0.189)TCGA-BH-A1EV-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
AEBP1SNVMissense_Mutationrs373830686c.1279N>Tp.Asp427Tyrp.D427YQ8IUX7protein_codingdeleterious(0.03)possibly_damaging(0.906)TCGA-E9-A54Y-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
AEBP1SNVMissense_Mutationrs768189740c.2000C>Tp.Ser667Leup.S667LQ8IUX7protein_codingdeleterious(0)probably_damaging(0.988)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
AEBP1deletionIn_Frame_Delrs755132794c.3043_3057delNNNNNNNNNNNNNNNp.Gln1020_Gln1024delp.Q1020_Q1024delQ8IUX7protein_codingTCGA-A7-A0DB-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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