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: ABCA8

Gene summary for ABCA8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ABCA8

Gene ID

10351

Gene nameATP binding cassette subfamily A member 8
Gene AliasABCA8
Cytomap17q24.2
Gene Typeprotein-coding
GO ID

GO:0006629

UniProtAcc

O94911


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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
10351ABCA8NAFLD1HumanLiverNAFLD6.36e-131.07e+00-0.04
10351ABCA8S41HumanLiverCirrhotic3.90e-057.30e-01-0.0343
10351ABCA8S43HumanLiverCirrhotic9.25e-03-1.50e-01-0.0187
10351ABCA8HCC1_MengHumanLiverHCC2.32e-08-2.07e-010.0246
10351ABCA8HCC2_MengHumanLiverHCC3.40e-07-2.07e-010.0107
10351ABCA8Pt13.aHumanLiverHCC4.16e-03-1.80e-010.021
10351ABCA8NEOLP-1HumanOral cavityNEOLP1.96e-052.63e-01-0.0194
10351ABCA8male-WTAHumanThyroidPTC4.95e-232.36e-010.1037
10351ABCA8PTC01HumanThyroidPTC1.08e-072.27e-010.1899
10351ABCA8PTC06HumanThyroidPTC9.51e-092.50e-010.2057
10351ABCA8PTC07HumanThyroidPTC3.80e-061.93e-010.2044
10351ABCA8ATC12HumanThyroidATC6.64e-111.94e-010.34
10351ABCA8ATC13HumanThyroidATC3.61e-316.48e-010.34
10351ABCA8ATC4HumanThyroidATC4.82e-122.42e-010.34
10351ABCA8ATC5HumanThyroidATC5.08e-376.87e-010.34
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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
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
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:00108765LiverNAFLDlipid localization79/1882448/187234.75e-072.92e-0579
GO:00303013LiverNAFLDcholesterol transport30/1882117/187231.08e-065.40e-0530
GO:00068694LiverNAFLDlipid transport71/1882398/187231.16e-065.59e-0571
GO:00159183LiverNAFLDsterol transport32/1882130/187231.27e-066.01e-0532
GO:0032373LiverNAFLDpositive regulation of sterol transport15/188238/187231.68e-067.43e-0515
GO:0032376LiverNAFLDpositive regulation of cholesterol transport15/188238/187231.68e-067.43e-0515
GO:0033344LiverNAFLDcholesterol efflux20/188269/187239.13e-062.98e-0420
GO:0015850LiverNAFLDorganic hydroxy compound transport50/1882284/187236.01e-051.32e-0350
GO:0032371LiverNAFLDregulation of sterol transport20/188278/187236.46e-051.39e-0320
GO:0032374LiverNAFLDregulation of cholesterol transport20/188278/187236.46e-051.39e-0320
GO:0010875LiverNAFLDpositive regulation of cholesterol efflux10/188226/187231.20e-042.32e-0310
GO:1905952LiverNAFLDregulation of lipid localization34/1882181/187232.51e-044.12e-0334
GO:1905954LiverNAFLDpositive regulation of lipid localization23/1882110/187235.16e-047.15e-0323
GO:0032368LiverNAFLDregulation of lipid transport28/1882149/187238.39e-041.03e-0228
GO:0032370LiverNAFLDpositive regulation of lipid transport18/188284/187231.49e-031.64e-0218
GO:001087611LiverCirrhoticlipid localization147/4634448/187236.24e-057.12e-04147
GO:00108751LiverCirrhoticpositive regulation of cholesterol efflux15/463426/187233.43e-042.93e-0315
GO:000686911LiverCirrhoticlipid transport128/4634398/187234.54e-043.69e-03128
GO:00323731LiverCirrhoticpositive regulation of sterol transport19/463438/187236.75e-045.06e-0319
GO:00323761LiverCirrhoticpositive regulation of cholesterol transport19/463438/187236.75e-045.06e-0319
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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
ABCA8SNVMissense_Mutationc.3678N>Cp.Lys1226Asnp.K1226NO94911protein_codingtolerated(0.06)benign(0.209)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
ABCA8SNVMissense_Mutationrs368828473c.4351N>Ap.Glu1451Lysp.E1451KO94911protein_codingtolerated(0.48)benign(0.009)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
ABCA8SNVMissense_Mutationnovelc.1497N>Cp.Leu499Phep.L499FO94911protein_codingdeleterious(0)probably_damaging(0.988)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
ABCA8SNVMissense_Mutationc.2371N>Cp.Glu791Glnp.E791QO94911protein_codingdeleterious(0.03)probably_damaging(0.996)TCGA-A1-A0SI-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ABCA8SNVMissense_Mutationc.3835N>Ap.Val1279Ilep.V1279IO94911protein_codingtolerated(0.07)possibly_damaging(0.477)TCGA-A2-A0YM-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABCA8SNVMissense_Mutationc.4460N>Ap.Arg1487Glnp.R1487QO94911protein_codingdeleterious(0.01)probably_damaging(0.977)TCGA-A7-A26E-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanSD
ABCA8SNVMissense_Mutationc.4481N>Ap.Gly1494Glup.G1494EO94911protein_codingdeleterious(0)probably_damaging(0.992)TCGA-A8-A08L-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ABCA8SNVMissense_Mutationc.4810N>Cp.Glu1604Glnp.E1604QO94911protein_codingdeleterious(0.02)possibly_damaging(0.481)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ABCA8SNVMissense_Mutationnovelc.431G>Ap.Gly144Glup.G144EO94911protein_codingtolerated(0.27)benign(0.062)TCGA-AC-A8OP-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABCA8SNVMissense_Mutationnovelc.3897N>Cp.Lys1299Asnp.K1299NO94911protein_codingdeleterious(0)benign(0.379)TCGA-AN-A0XW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
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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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