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: ABCE1

Gene summary for ABCE1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ABCE1

Gene ID

6059

Gene nameATP binding cassette subfamily E member 1
Gene AliasABC38
Cytomap4q31.21
Gene Typeprotein-coding
GO ID

GO:0000054

UniProtAcc

P61221


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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
6059ABCE1LZE2THumanEsophagusESCC6.48e-054.87e-010.082
6059ABCE1LZE4THumanEsophagusESCC2.34e-185.01e-010.0811
6059ABCE1LZE5THumanEsophagusESCC6.27e-035.92e-010.0514
6059ABCE1LZE7THumanEsophagusESCC4.34e-021.69e-010.0667
6059ABCE1LZE8THumanEsophagusESCC4.73e-102.01e-010.067
6059ABCE1LZE20THumanEsophagusESCC2.37e-043.19e-020.0662
6059ABCE1LZE22D1HumanEsophagusHGIN1.08e-021.64e-020.0595
6059ABCE1LZE22THumanEsophagusESCC4.45e-021.43e-010.068
6059ABCE1LZE24THumanEsophagusESCC2.60e-111.52e-010.0596
6059ABCE1LZE21THumanEsophagusESCC4.72e-041.11e-010.0655
6059ABCE1LZE6THumanEsophagusESCC2.38e-063.51e-010.0845
6059ABCE1P1T-EHumanEsophagusESCC2.32e-053.14e-010.0875
6059ABCE1P2T-EHumanEsophagusESCC3.97e-438.92e-010.1177
6059ABCE1P4T-EHumanEsophagusESCC4.70e-347.57e-010.1323
6059ABCE1P5T-EHumanEsophagusESCC4.11e-113.40e-010.1327
6059ABCE1P8T-EHumanEsophagusESCC1.40e-183.15e-010.0889
6059ABCE1P9T-EHumanEsophagusESCC2.78e-173.40e-010.1131
6059ABCE1P10T-EHumanEsophagusESCC3.46e-295.44e-010.116
6059ABCE1P11T-EHumanEsophagusESCC3.39e-207.18e-010.1426
6059ABCE1P12T-EHumanEsophagusESCC2.53e-451.06e+000.1122
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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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:002261327EsophagusHGINribonucleoprotein complex biogenesis158/2587463/187232.61e-295.23e-26158
GO:000641727EsophagusHGINregulation of translation139/2587468/187231.46e-197.98e-17139
GO:004225426EsophagusHGINribosome biogenesis101/2587299/187238.74e-194.03e-16101
GO:000641320EsophagusHGINtranslational initiation55/2587118/187237.33e-182.31e-1555
GO:000691319EsophagusHGINnucleocytoplasmic transport83/2587301/187232.14e-101.97e-0883
GO:005116919EsophagusHGINnuclear transport83/2587301/187232.14e-101.97e-0883
GO:005116819EsophagusHGINnuclear export48/2587154/187232.21e-081.34e-0648
GO:002241120EsophagusHGINcellular component disassembly102/2587443/187238.31e-084.33e-06102
GO:005165616EsophagusHGINestablishment of organelle localization90/2587390/187234.27e-071.94e-0590
GO:00711665EsophagusHGINribonucleoprotein complex localization23/258777/187232.00e-043.72e-0323
GO:00315035EsophagusHGINprotein-containing complex localization50/2587220/187232.18e-043.98e-0350
GO:003298415EsophagusHGINprotein-containing complex disassembly50/2587224/187233.43e-045.56e-0350
GO:00714265EsophagusHGINribonucleoprotein complex export from nucleus22/258776/187234.44e-046.62e-0322
GO:00000547EsophagusHGINribosomal subunit export from nucleus7/258714/187231.34e-031.57e-027
GO:00337507EsophagusHGINribosome localization7/258714/187231.34e-031.57e-027
GO:00714284EsophagusHGINrRNA-containing ribonucleoprotein complex export from nucleus7/258715/187232.22e-032.28e-027
GO:005134620EsophagusHGINnegative regulation of hydrolase activity72/2587379/187232.81e-032.75e-0272
GO:0022613111EsophagusESCCribonucleoprotein complex biogenesis365/8552463/187231.74e-491.11e-45365
GO:0042254111EsophagusESCCribosome biogenesis252/8552299/187233.27e-441.04e-40252
GO:0006913110EsophagusESCCnucleocytoplasmic transport230/8552301/187236.04e-282.02e-25230
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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
ABCE1SNVMissense_Mutationc.1795N>Tp.Asp599Tyrp.D599YP61221protein_codingdeleterious(0)possibly_damaging(0.841)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ABCE1SNVMissense_Mutationnovelc.1586N>Tp.Ala529Valp.A529VP61221protein_codingdeleterious(0)probably_damaging(0.932)TCGA-B6-A402-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamidePD
ABCE1SNVMissense_Mutationnovelc.81N>Cp.Lys27Asnp.K27NP61221protein_codingtolerated(0.15)benign(0.151)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ABCE1SNVMissense_Mutationc.1462C>Gp.Pro488Alap.P488AP61221protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A1EN-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABCE1SNVMissense_Mutationc.869N>Gp.Tyr290Cysp.Y290CP61221protein_codingdeleterious(0)probably_damaging(0.991)TCGA-EW-A1J3-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
ABCE1SNVMissense_Mutationnovelc.451G>Ap.Glu151Lysp.E151KP61221protein_codingdeleterious(0)probably_damaging(0.96)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
ABCE1SNVMissense_Mutationc.1524A>Gp.Ile508Metp.I508MP61221protein_codingdeleterious(0.05)possibly_damaging(0.903)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
ABCE1SNVMissense_Mutationrs550948053c.1273C>Tp.Arg425Cysp.R425CP61221protein_codingdeleterious(0)probably_damaging(0.988)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ABCE1SNVMissense_Mutationc.347A>Tp.Lys116Metp.K116MP61221protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ABCE1SNVMissense_Mutationc.533A>Gp.Lys178Argp.K178RP61221protein_codingtolerated(0.35)benign(0.03)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<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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