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: ABCF3

Gene summary for ABCF3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ABCF3

Gene ID

55324

Gene nameATP binding cassette subfamily F member 3
Gene AliasEST201864
Cytomap3q27.1
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

A0A0S2Z5L1


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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
55324ABCF3LZE2THumanEsophagusESCC6.89e-035.23e-010.082
55324ABCF3LZE4THumanEsophagusESCC8.67e-125.07e-010.0811
55324ABCF3LZE7THumanEsophagusESCC3.96e-083.61e-010.0667
55324ABCF3LZE8THumanEsophagusESCC7.99e-082.11e-010.067
55324ABCF3LZE20THumanEsophagusESCC3.02e-063.51e-010.0662
55324ABCF3LZE22THumanEsophagusESCC2.16e-054.53e-010.068
55324ABCF3LZE24THumanEsophagusESCC5.65e-103.53e-010.0596
55324ABCF3LZE21THumanEsophagusESCC4.84e-045.18e-010.0655
55324ABCF3LZE6THumanEsophagusESCC1.51e-072.98e-010.0845
55324ABCF3P1T-EHumanEsophagusESCC2.12e-095.29e-010.0875
55324ABCF3P2T-EHumanEsophagusESCC5.26e-376.75e-010.1177
55324ABCF3P4T-EHumanEsophagusESCC9.87e-266.52e-010.1323
55324ABCF3P5T-EHumanEsophagusESCC2.23e-193.32e-010.1327
55324ABCF3P8T-EHumanEsophagusESCC9.41e-325.79e-010.0889
55324ABCF3P9T-EHumanEsophagusESCC2.84e-133.88e-010.1131
55324ABCF3P10T-EHumanEsophagusESCC1.52e-193.56e-010.116
55324ABCF3P11T-EHumanEsophagusESCC5.64e-116.82e-010.1426
55324ABCF3P12T-EHumanEsophagusESCC2.72e-214.77e-010.1122
55324ABCF3P15T-EHumanEsophagusESCC1.56e-317.56e-010.1149
55324ABCF3P16T-EHumanEsophagusESCC2.49e-284.59e-010.1153
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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
GO:000961518EsophagusESCCresponse to virus238/8552367/187236.65e-143.32e-12238
GO:00516075EsophagusESCCdefense response to virus171/8552265/187233.91e-101.05e-08171
GO:01405465EsophagusESCCdefense response to symbiont171/8552265/187233.91e-101.05e-08171
GO:00096155LiverCirrhoticresponse to virus126/4634367/187232.10e-052.77e-04126
GO:0051607LiverCirrhoticdefense response to virus84/4634265/187236.02e-033.00e-0284
GO:0140546LiverCirrhoticdefense response to symbiont84/4634265/187236.02e-033.00e-0284
GO:000961511LiverHCCresponse to virus210/7958367/187237.32e-091.86e-07210
GO:00516071LiverHCCdefense response to virus151/7958265/187231.27e-061.85e-05151
GO:01405461LiverHCCdefense response to symbiont151/7958265/187231.27e-061.85e-05151
GO:000961515Oral cavityOSCCresponse to virus215/7305367/187231.63e-149.41e-13215
GO:00516074Oral cavityOSCCdefense response to virus154/7305265/187231.96e-105.63e-09154
GO:01405464Oral cavityOSCCdefense response to symbiont154/7305265/187231.96e-105.63e-09154
GO:000961516Oral cavityLPresponse to virus143/4623367/187237.42e-103.52e-08143
GO:005160711Oral cavityLPdefense response to virus97/4623265/187239.31e-061.74e-0497
GO:014054611Oral cavityLPdefense response to symbiont97/4623265/187239.31e-061.74e-0497
GO:000961522SkincSCCresponse to virus152/4864367/187235.88e-112.75e-09152
GO:00516076SkincSCCdefense response to virus107/4864265/187231.84e-074.02e-06107
GO:01405466SkincSCCdefense response to symbiont107/4864265/187231.84e-074.02e-06107
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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
ABCF3SNVMissense_Mutationnovelc.14C>Tp.Ala5Valp.A5VQ9NUQ8protein_codingtolerated(0.4)benign(0)TCGA-5T-A9QA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolSD
ABCF3SNVMissense_Mutationc.541G>Cp.Glu181Glnp.E181QQ9NUQ8protein_codingdeleterious(0.02)benign(0.15)TCGA-A2-A0YM-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABCF3SNVMissense_Mutationc.190N>Tp.Val64Leup.V64LQ9NUQ8protein_codingtolerated(1)benign(0.003)TCGA-A8-A075-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyepirubicinCR
ABCF3SNVMissense_Mutationnovelc.1532T>Ap.Leu511Hisp.L511HQ9NUQ8protein_codingdeleterious(0)probably_damaging(0.971)TCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
ABCF3SNVMissense_Mutationnovelc.23N>Cp.Leu8Prop.L8PQ9NUQ8protein_codingdeleterious(0)probably_damaging(0.935)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ABCF3SNVMissense_Mutationnovelc.634A>Gp.Asn212Aspp.N212DQ9NUQ8protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A1F5-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ABCF3SNVMissense_Mutationnovelc.634A>Gp.Asn212Aspp.N212DQ9NUQ8protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A1FH-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
ABCF3SNVMissense_Mutationc.543N>Cp.Glu181Aspp.E181DQ9NUQ8protein_codingtolerated(0.4)benign(0.022)TCGA-E2-A1L7-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
ABCF3insertionFrame_Shift_Insnovelc.1062_1063insCCTTCCTGCCCTGATGAACACCCACCCATAATGTGp.Thr355ProfsTer12p.T355Pfs*12Q9NUQ8protein_codingTCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ABCF3SNVMissense_Mutationnovelc.1022C>Tp.Ala341Valp.A341VQ9NUQ8protein_codingdeleterious(0)probably_damaging(0.966)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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