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: ABCB1

Gene summary for ABCB1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ABCB1

Gene ID

5243

Gene nameATP binding cassette subfamily B member 1
Gene AliasABC20
Cytomap7q21.12
Gene Typeprotein-coding
GO ID

GO:0000086

UniProtAcc

A4D1D2


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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
5243ABCB1HTA11_1938_2000001011HumanColorectumAD1.22e-063.93e-01-0.0811
5243ABCB1HTA11_866_3004761011HumanColorectumAD6.56e-073.47e-010.096
5243ABCB1HTA11_6818_2000001021HumanColorectumAD2.65e-032.07e-010.0588
5243ABCB1HTA11_99999970781_79442HumanColorectumMSS3.41e-205.60e-010.294
5243ABCB1HTA11_99999965104_69814HumanColorectumMSS1.29e-084.16e-010.281
5243ABCB1HTA11_99999971662_82457HumanColorectumMSS3.71e-104.40e-010.3859
5243ABCB1HTA11_99999974143_84620HumanColorectumMSS1.09e-134.15e-010.3005
5243ABCB1A002-C-010HumanColorectumFAP3.36e-104.38e-010.242
5243ABCB1A001-C-207HumanColorectumFAP7.74e-044.24e-010.1278
5243ABCB1A002-C-203HumanColorectumFAP1.25e-206.98e-010.2786
5243ABCB1A002-C-021HumanColorectumFAP1.28e-043.07e-010.1171
5243ABCB1A001-C-104HumanColorectumFAP4.40e-053.92e-010.0184
5243ABCB1A015-C-106HumanColorectumFAP1.32e-033.45e-01-0.0511
5243ABCB1A008-E-015HumanColorectumFAP1.46e-114.38e-010.0177
5243ABCB1NAFLD1HumanLiverNAFLD1.45e-023.79e-01-0.04
5243ABCB1S43HumanLiverCirrhotic1.23e-083.55e-02-0.0187
5243ABCB1HCC1_MengHumanLiverHCC4.02e-747.60e-030.0246
5243ABCB1HCC2_MengHumanLiverHCC1.21e-08-3.04e-010.0107
5243ABCB1cirrhotic1HumanLiverCirrhotic5.03e-097.35e-020.0202
5243ABCB1cirrhotic2HumanLiverCirrhotic1.46e-081.18e-010.0201
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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:0009636ColorectumADresponse to toxic substance88/3918262/187231.12e-063.72e-0588
GO:0098754ColorectumADdetoxification53/3918152/187234.63e-057.98e-0453
GO:0009410ColorectumADresponse to xenobiotic stimulus128/3918462/187232.69e-043.31e-03128
GO:0010876ColorectumADlipid localization120/3918448/187231.59e-031.33e-02120
GO:0006869ColorectumADlipid transport108/3918398/187231.67e-031.39e-02108
GO:0042886ColorectumADamide transport83/3918301/187233.37e-032.46e-0283
GO:0032411ColorectumADpositive regulation of transporter activity37/3918120/187236.82e-034.22e-0237
GO:0015698ColorectumADinorganic anion transport52/3918180/187236.83e-034.22e-0252
GO:0015748ColorectumADorganophosphate ester transport42/3918140/187237.04e-034.31e-0242
GO:00096362ColorectumMSSresponse to toxic substance73/3467262/187231.26e-041.94e-0373
GO:0150104ColorectumMSStransport across blood-brain barrier28/346787/187231.54e-031.41e-0228
GO:0010232ColorectumMSSvascular transport28/346788/187231.87e-031.64e-0228
GO:00324091ColorectumMSSregulation of transporter activity78/3467310/187232.09e-031.78e-0278
GO:0070633ColorectumMSStransepithelial transport13/346731/187232.14e-031.80e-0213
GO:00428861ColorectumMSSamide transport76/3467301/187232.14e-031.80e-0276
GO:0034764ColorectumMSSpositive regulation of transmembrane transport58/3467219/187232.19e-031.83e-0258
GO:00094101ColorectumMSSresponse to xenobiotic stimulus110/3467462/187232.36e-031.92e-02110
GO:00324112ColorectumMSSpositive regulation of transporter activity35/3467120/187232.95e-032.28e-0235
GO:0022898ColorectumMSSregulation of transmembrane transporter activity70/3467278/187233.36e-032.54e-0270
GO:00987542ColorectumMSSdetoxification41/3467152/187236.41e-034.27e-0241
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04976ColorectumFAPBile secretion24/140489/84658.76e-033.21e-021.96e-0224
hsa049761ColorectumFAPBile secretion24/140489/84658.76e-033.21e-021.96e-0224
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
ABCB1SNVMissense_Mutationc.2966N>Ap.Gly989Glup.G989EP08183protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A2-A04U-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ABCB1SNVMissense_Mutationrs776877163c.3194C>Tp.Thr1065Metp.T1065MP08183protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABCB1SNVMissense_Mutationrs36105130c.2547N>Gp.Ile849Metp.I849MP08183protein_codingdeleterious(0.04)possibly_damaging(0.626)TCGA-AC-A6IW-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABCB1SNVMissense_Mutationrs201352027c.1211N>Ap.Arg404Glnp.R404QP08183protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AQ-A54N-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ABCB1SNVMissense_Mutationc.2320N>Ap.Gly774Serp.G774SP08183protein_codingtolerated(0.08)probably_damaging(0.927)TCGA-AR-A24H-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ABCB1SNVMissense_Mutationc.1561N>Cp.Asp521Hisp.D521HP08183protein_codingdeleterious(0.01)probably_damaging(0.99)TCGA-B6-A0IJ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ABCB1SNVMissense_Mutationc.2816N>Cp.Gly939Alap.G939AP08183protein_codingdeleterious(0.03)probably_damaging(0.981)TCGA-BH-A1F0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ABCB1SNVMissense_Mutationrs139611979c.1342N>Ap.Glu448Lysp.E448KP08183protein_codingtolerated(0.12)possibly_damaging(0.61)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
ABCB1SNVMissense_Mutationnovelc.170N>Gp.Ala57Glyp.A57GP08183protein_codingtolerated(0.24)benign(0.269)TCGA-EW-A1PC-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ABCB1deletionFrame_Shift_Delnovelc.568delNp.Ile190LeufsTer16p.I190Lfs*16P08183protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
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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
5243ABCB1CLINICALLY ACTIONABLE, TRANSPORTER, DRUGGABLE GENOME, ENZYME, CELL SURFACE, DRUG RESISTANCE, ABC TRANSPORTERantiepileptics15452306,17125969,16386926,17306068,21747585,19450124,22630058,22188362,20417680,17521963,16004559,16542858,16753003,24300029,12686700,15857428,25458099,21391884,18812236
5243ABCB1CLINICALLY ACTIONABLE, TRANSPORTER, DRUGGABLE GENOME, ENZYME, CELL SURFACE, DRUG RESISTANCE, ABC TRANSPORTERCAROTENOIDS16454745
5243ABCB1CLINICALLY ACTIONABLE, TRANSPORTER, DRUGGABLE GENOME, ENZYME, CELL SURFACE, DRUG RESISTANCE, ABC TRANSPORTERagomelatineAGOMELATINE
5243ABCB1CLINICALLY ACTIONABLE, TRANSPORTER, DRUGGABLE GENOME, ENZYME, CELL SURFACE, DRUG RESISTANCE, ABC TRANSPORTERdaptomycinDAPTOMYCIN25239468
5243ABCB1CLINICALLY ACTIONABLE, TRANSPORTER, DRUGGABLE GENOME, ENZYME, CELL SURFACE, DRUG RESISTANCE, ABC TRANSPORTERnicardipineNICARDIPINE
5243ABCB1CLINICALLY ACTIONABLE, TRANSPORTER, DRUGGABLE GENOME, ENZYME, CELL SURFACE, DRUG RESISTANCE, ABC TRANSPORTERVINBLASTINEVINBLASTINE21348461,20363635
5243ABCB1CLINICALLY ACTIONABLE, TRANSPORTER, DRUGGABLE GENOME, ENZYME, CELL SURFACE, DRUG RESISTANCE, ABC TRANSPORTERDEXTROMETHORPHANDEXTROMETHORPHAN15582917
5243ABCB1CLINICALLY ACTIONABLE, TRANSPORTER, DRUGGABLE GENOME, ENZYME, CELL SURFACE, DRUG RESISTANCE, ABC TRANSPORTERranolazineRANOLAZINE24433361
5243ABCB1CLINICALLY ACTIONABLE, TRANSPORTER, DRUGGABLE GENOME, ENZYME, CELL SURFACE, DRUG RESISTANCE, ABC TRANSPORTERspironolactoneSPIRONOLACTONE
5243ABCB1CLINICALLY ACTIONABLE, TRANSPORTER, DRUGGABLE GENOME, ENZYME, CELL SURFACE, DRUG RESISTANCE, ABC TRANSPORTERpropranololPROPRANOLOL
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