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: ABCA6

Gene summary for ABCA6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ABCA6

Gene ID

23460

Gene nameATP binding cassette subfamily A member 6
Gene AliasEST155051
Cytomap17q24.2-q24.3
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q8N139


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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
23460ABCA6NAFLD1HumanLiverNAFLD4.05e-141.20e+00-0.04
23460ABCA6S41HumanLiverCirrhotic5.86e-056.64e-01-0.0343
23460ABCA6HCC1_MengHumanLiverHCC8.76e-12-2.40e-010.0246
23460ABCA6HCC2_MengHumanLiverHCC1.41e-06-2.37e-010.0107
23460ABCA6cirrhotic1HumanLiverCirrhotic3.18e-05-2.06e-010.0202
23460ABCA6cirrhotic2HumanLiverCirrhotic3.50e-04-1.86e-010.0201
23460ABCA6Pt13.aHumanLiverHCC2.53e-04-2.01e-010.021
23460ABCA6Pt14.dHumanLiverHCC8.43e-03-1.84e-010.0143
23460ABCA6S014HumanLiverHCC2.10e-02-2.49e-010.2254
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:00108765LiverNAFLDlipid localization79/1882448/187234.75e-072.92e-0579
GO:00068694LiverNAFLDlipid transport71/1882398/187231.16e-065.59e-0571
GO:001087611LiverCirrhoticlipid localization147/4634448/187236.24e-057.12e-04147
GO:000686911LiverCirrhoticlipid transport128/4634398/187234.54e-043.69e-03128
GO:001087621LiverHCClipid localization228/7958448/187231.80e-041.41e-03228
GO:000686921LiverHCClipid transport198/7958398/187231.92e-039.78e-03198
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa02010LiverNAFLDABC transporters16/104345/84654.97e-051.16e-039.37e-0416
hsa020101LiverNAFLDABC transporters16/104345/84654.97e-051.16e-039.37e-0416
hsa020102LiverHCCABC transporters29/402045/84651.62e-023.88e-022.16e-0229
hsa020103LiverHCCABC transporters29/402045/84651.62e-023.88e-022.16e-0229
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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
ABCA6SNVMissense_Mutationc.3085N>Gp.Pro1029Alap.P1029AQ8N139protein_codingdeleterious(0.01)probably_damaging(0.951)TCGA-A2-A0T0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
ABCA6SNVMissense_Mutationc.1692C>Gp.Phe564Leup.F564LQ8N139protein_codingtolerated(0.22)benign(0.007)TCGA-A8-A06T-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
ABCA6SNVMissense_Mutationc.4676N>Tp.Thr1559Ilep.T1559IQ8N139protein_codingdeleterious(0)benign(0.019)TCGA-A8-A07L-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyCR
ABCA6SNVMissense_Mutationc.906N>Gp.Ile302Metp.I302MQ8N139protein_codingtolerated(0.25)benign(0.043)TCGA-A8-A07W-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyexemestaneSD
ABCA6SNVMissense_Mutationnovelc.1706N>Gp.Asp569Glyp.D569GQ8N139protein_codingtolerated(0.25)benign(0.308)TCGA-A8-A08R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ABCA6SNVMissense_Mutationrs772884126c.733N>Cp.Glu245Glnp.E245QQ8N139protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ABCA6SNVMissense_Mutationrs138416476c.2987N>Ap.Arg996Glnp.R996QQ8N139protein_codingtolerated(0.91)benign(0.024)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABCA6SNVMissense_Mutationc.1356N>Cp.Glu452Aspp.E452DQ8N139protein_codingtolerated(0.07)benign(0.026)TCGA-AN-A0FS-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ABCA6SNVMissense_Mutationnovelc.1415N>Gp.Phe472Cysp.F472CQ8N139protein_codingdeleterious(0)probably_damaging(0.995)TCGA-EW-A1PC-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ABCA6insertionFrame_Shift_Insnovelc.2776_2777insTTTGTGCCAGTTTTGGGAAATTACTTTGTCAGCTACTACGTTACATp.His926LeufsTer25p.H926Lfs*25Q8N139protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
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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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