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: ABCF2

Gene summary for ABCF2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ABCF2

Gene ID

10061

Gene nameATP binding cassette subfamily F member 2
Gene AliasABC28
Cytomap7q36.1
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

A0A090N7X1


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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
10061ABCF2LZE4THumanEsophagusESCC2.07e-061.51e-010.0811
10061ABCF2LZE7THumanEsophagusESCC5.78e-082.60e-010.0667
10061ABCF2LZE8THumanEsophagusESCC3.46e-122.47e-010.067
10061ABCF2LZE20THumanEsophagusESCC3.36e-051.28e-010.0662
10061ABCF2LZE22THumanEsophagusESCC6.59e-033.75e-010.068
10061ABCF2LZE24THumanEsophagusESCC2.58e-122.95e-010.0596
10061ABCF2LZE21THumanEsophagusESCC6.95e-032.31e-010.0655
10061ABCF2LZE6THumanEsophagusESCC8.28e-072.92e-010.0845
10061ABCF2P1T-EHumanEsophagusESCC4.32e-061.69e-010.0875
10061ABCF2P2T-EHumanEsophagusESCC7.49e-242.03e-010.1177
10061ABCF2P4T-EHumanEsophagusESCC4.32e-153.69e-010.1323
10061ABCF2P5T-EHumanEsophagusESCC2.09e-225.03e-010.1327
10061ABCF2P8T-EHumanEsophagusESCC1.55e-071.66e-010.0889
10061ABCF2P9T-EHumanEsophagusESCC6.50e-122.71e-010.1131
10061ABCF2P10T-EHumanEsophagusESCC7.62e-233.61e-010.116
10061ABCF2P11T-EHumanEsophagusESCC7.27e-103.25e-010.1426
10061ABCF2P12T-EHumanEsophagusESCC2.85e-316.35e-010.1122
10061ABCF2P15T-EHumanEsophagusESCC2.21e-397.58e-010.1149
10061ABCF2P16T-EHumanEsophagusESCC3.41e-163.93e-010.1153
10061ABCF2P17T-EHumanEsophagusESCC3.51e-083.92e-010.1278
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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
∗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
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05130211EsophagusESCCPathogenic Escherichia coli infection142/4205197/84658.21e-111.06e-095.42e-10142
hsa05130310EsophagusESCCPathogenic Escherichia coli infection142/4205197/84658.21e-111.06e-095.42e-10142
hsa0513042LiverHCCPathogenic Escherichia coli infection129/4020197/84652.02e-072.50e-061.39e-06129
hsa0513052LiverHCCPathogenic Escherichia coli infection129/4020197/84652.02e-072.50e-061.39e-06129
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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
ABCF2SNVMissense_Mutationc.997N>Cp.Asp333Hisp.D333HQ9UG63protein_codingdeleterious(0)possibly_damaging(0.759)TCGA-A7-A26H-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozolePD
ABCF2SNVMissense_Mutationc.1346N>Ap.Pro449Hisp.P449HQ9UG63protein_codingdeleterious(0.01)probably_damaging(1)TCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ABCF2SNVMissense_Mutationrs145078285c.667C>Tp.Arg223Cysp.R223CQ9UG63protein_codingtolerated(0.16)benign(0.007)TCGA-BH-A1F6-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
ABCF2SNVMissense_Mutationc.198N>Cp.Lys66Asnp.K66NQ9UG63protein_codingtolerated(0.31)benign(0.21)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
ABCF2SNVMissense_Mutationrs535093235c.1052A>Gp.Lys351Argp.K351RQ9UG63protein_codingtolerated(0.05)benign(0.317)TCGA-EW-A1IZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
ABCF2insertionFrame_Shift_Insnovelc.948_949insGp.Arg317AlafsTer63p.R317Afs*63Q9UG63protein_codingTCGA-A2-A0YJ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanPD
ABCF2insertionFrame_Shift_Insnovelc.1797_1798insAGp.Ala600ArgfsTer28p.A600Rfs*28Q9UG63protein_codingTCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
ABCF2insertionFrame_Shift_Insnovelc.1795_1796insCAGCGCTTTGGGAGGCp.Leu599ProfsTer19p.L599Pfs*19Q9UG63protein_codingTCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
ABCF2insertionFrame_Shift_Insnovelc.658_659insGATACATTCGTGGGTGTATTTGTGTAp.Ala220GlyfsTer16p.A220Gfs*16Q9UG63protein_codingTCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
ABCF2insertionFrame_Shift_Insnovelc.1638_1639insTTTTp.Leu547PhefsTer16p.L547Ffs*16Q9UG63protein_codingTCGA-BH-A0B1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinSD
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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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