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: ABCB11

Gene summary for ABCB11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ABCB11

Gene ID

8647

Gene nameATP binding cassette subfamily B member 11
Gene AliasABC16
Cytomap2q31.1
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

O95342


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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
8647ABCB11NAFLD1HumanLiverNAFLD9.52e-201.57e+00-0.04
8647ABCB11S41HumanLiverCirrhotic4.37e-119.61e-01-0.0343
8647ABCB11S43HumanLiverCirrhotic4.65e-03-2.57e-02-0.0187
8647ABCB11HCC1_MengHumanLiverHCC2.24e-05-1.70e-010.0246
8647ABCB11HCC2_MengHumanLiverHCC1.02e-04-1.70e-010.0107
8647ABCB11cirrhotic1HumanLiverCirrhotic2.24e-05-1.70e-010.0202
8647ABCB11cirrhotic2HumanLiverCirrhotic4.78e-05-1.70e-010.0201
8647ABCB11Pt13.aHumanLiverHCC3.03e-03-1.64e-010.021
8647ABCB11Pt14.dHumanLiverHCC2.24e-05-1.70e-010.0143
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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:00463953LiverNAFLDcarboxylic acid catabolic process73/1882236/187234.16e-191.22e-1573
GO:00160544LiverNAFLDorganic acid catabolic process73/1882240/187231.20e-182.34e-1573
GO:00442825LiverNAFLDsmall molecule catabolic process91/1882376/187238.96e-161.31e-1291
GO:00066316LiverNAFLDfatty acid metabolic process92/1882390/187233.38e-153.29e-1292
GO:00160535LiverNAFLDorganic acid biosynthetic process77/1882316/187231.03e-136.69e-1177
GO:00463945LiverNAFLDcarboxylic acid biosynthetic process75/1882314/187236.37e-133.39e-1075
GO:00723295LiverNAFLDmonocarboxylic acid catabolic process39/1882122/187232.40e-118.77e-0939
GO:00090626LiverNAFLDfatty acid catabolic process34/1882100/187236.81e-111.99e-0834
GO:00082023LiverNAFLDsteroid metabolic process69/1882319/187235.90e-101.28e-0769
GO:00193956LiverNAFLDfatty acid oxidation33/1882103/187237.58e-101.53e-0733
GO:00442425LiverNAFLDcellular lipid catabolic process52/1882214/187231.15e-092.17e-0752
GO:00550883LiverNAFLDlipid homeostasis44/1882167/187231.48e-092.54e-0744
GO:00094107LiverNAFLDresponse to xenobiotic stimulus88/1882462/187232.53e-094.11e-0788
GO:00344405LiverNAFLDlipid oxidation33/1882108/187232.96e-094.56e-0733
GO:00302585LiverNAFLDlipid modification49/1882212/187231.97e-082.17e-0649
GO:0008206LiverNAFLDbile acid metabolic process19/188249/187239.82e-087.76e-0619
GO:00160426LiverNAFLDlipid catabolic process63/1882320/187231.35e-071.02e-0563
GO:00108765LiverNAFLDlipid localization79/1882448/187234.75e-072.92e-0579
GO:00723303LiverNAFLDmonocarboxylic acid biosynthetic process46/1882214/187235.06e-073.07e-0546
GO:00066356LiverNAFLDfatty acid beta-oxidation23/188274/187235.09e-073.07e-0523
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa049796LiverNAFLDCholesterol metabolism20/104351/84659.73e-074.56e-053.67e-0520
hsa02010LiverNAFLDABC transporters16/104345/84654.97e-051.16e-039.37e-0416
hsa049762LiverNAFLDBile secretion20/104389/84655.08e-034.43e-023.57e-0220
hsa0497911LiverNAFLDCholesterol metabolism20/104351/84659.73e-074.56e-053.67e-0520
hsa020101LiverNAFLDABC transporters16/104345/84654.97e-051.16e-039.37e-0416
hsa0497611LiverNAFLDBile secretion20/104389/84655.08e-034.43e-023.57e-0220
hsa049794LiverHCCCholesterol metabolism41/402051/84651.33e-061.35e-057.49e-0641
hsa01522LiverHCCEndocrine resistance58/402098/84651.28e-023.19e-021.78e-0258
hsa020102LiverHCCABC transporters29/402045/84651.62e-023.88e-022.16e-0229
hsa049795LiverHCCCholesterol metabolism41/402051/84651.33e-061.35e-057.49e-0641
hsa015221LiverHCCEndocrine resistance58/402098/84651.28e-023.19e-021.78e-0258
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
ABCB11SNVMissense_Mutationnovelc.602N>Ap.Arg201Lysp.R201KO95342protein_codingdeleterious(0.02)possibly_damaging(0.642)TCGA-A7-A4SF-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinCR
ABCB11SNVMissense_Mutationrs746784473c.1921N>Ap.Glu641Lysp.E641KO95342protein_codingtolerated(0.29)benign(0.001)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ABCB11SNVMissense_Mutationc.1674N>Tp.Gln558Hisp.Q558HO95342protein_codingdeleterious(0.04)benign(0.134)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABCB11SNVMissense_Mutationc.1870G>Tp.Asp624Tyrp.D624YO95342protein_codingdeleterious(0)probably_damaging(0.98)TCGA-AR-A0TX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ABCB11SNVMissense_Mutationrs750904445c.1030N>Ap.Gly344Serp.G344SO95342protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A0HU-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
ABCB11SNVMissense_Mutationc.1783N>Tp.Ala595Serp.A595SO95342protein_codingtolerated(0.5)probably_damaging(0.951)TCGA-D8-A142-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyclophosphamidSD
ABCB11SNVMissense_Mutationrs779096015c.2908N>Tp.Pro970Serp.P970SO95342protein_codingtolerated(0.07)benign(0.099)TCGA-D8-A1JD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ABCB11SNVMissense_Mutationc.2884N>Ap.Ala962Thrp.A962TO95342protein_codingtolerated(0.22)benign(0.006)TCGA-D8-A1Y2-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ABCB11SNVMissense_Mutationc.2195T>Gp.Val732Glyp.V732GO95342protein_codingtolerated(0.54)benign(0.021)TCGA-E2-A15S-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ABCB11SNVMissense_Mutationc.7G>Ap.Asp3Asnp.D3NO95342protein_codingtolerated_low_confidence(0.24)benign(0.003)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
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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
8647ABCB11TRANSPORTER, DRUGGABLE GENOME, ABC TRANSPORTER, CELL SURFACECHENODIOLCHENODIOL19102680
8647ABCB11TRANSPORTER, DRUGGABLE GENOME, ABC TRANSPORTER, CELL SURFACElapatinibLAPATINIB23556451
8647ABCB11TRANSPORTER, DRUGGABLE GENOME, ABC TRANSPORTER, CELL SURFACECHOLIC ACIDCHOLIC ACID22464344
8647ABCB11TRANSPORTER, DRUGGABLE GENOME, ABC TRANSPORTER, CELL SURFACECYCLOSPORINECYCLOSPORINE23129211
8647ABCB11TRANSPORTER, DRUGGABLE GENOME, ABC TRANSPORTER, CELL SURFACEpravastatinPRAVASTATIN
8647ABCB11TRANSPORTER, DRUGGABLE GENOME, ABC TRANSPORTER, CELL SURFACErosuvastatinROSUVASTATIN
8647ABCB11TRANSPORTER, DRUGGABLE GENOME, ABC TRANSPORTER, CELL SURFACEHYDROXYPROGESTERONE CAPROATEHYDROXYPROGESTERONE CAPROATE23129211
8647ABCB11TRANSPORTER, DRUGGABLE GENOME, ABC TRANSPORTER, CELL SURFACE178101266
8647ABCB11TRANSPORTER, DRUGGABLE GENOME, ABC TRANSPORTER, CELL SURFACEGS-9256GS-925622244938
8647ABCB11TRANSPORTER, DRUGGABLE GENOME, ABC TRANSPORTER, CELL SURFACEhmg coa reductase inhibitors
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