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: ABCG2

Gene summary for ABCG2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ABCG2

Gene ID

9429

Gene nameATP binding cassette subfamily G member 2 (Junior blood group)
Gene AliasABC15
Cytomap4q22.1
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q9UNQ0


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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
9429ABCG2HTA11_99999970781_79442HumanColorectumMSS3.08e-044.90e-020.294
9429ABCG2A008-E-015HumanColorectumFAP4.52e-021.10e-010.0177
9429ABCG2HCC1_MengHumanLiverHCC9.25e-571.28e-010.0246
9429ABCG2HCC1HumanLiverHCC9.31e-042.99e+000.5336
9429ABCG2HCC2HumanLiverHCC3.02e-052.59e+000.5341
9429ABCG2Pat01-BHumanStomachGC1.70e-275.20e-010.5754
9429ABCG2Pat03-BHumanStomachGC1.15e-163.85e-010.3693
9429ABCG2Pat17-BHumanStomachGC9.39e-082.54e-010.3109
9429ABCG2SIM_4HumanStomachSIM1.64e-114.67e-010.2664
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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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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:00096362ColorectumMSSresponse to toxic substance73/3467262/187231.26e-041.94e-0373
GO:00972372ColorectumMSScellular response to toxic substance37/3467124/187231.47e-031.36e-0237
GO:0150104ColorectumMSStransport across blood-brain barrier28/346787/187231.54e-031.41e-0228
GO:0010232ColorectumMSSvascular transport28/346788/187231.87e-031.64e-0228
GO:0070633ColorectumMSStransepithelial transport13/346731/187232.14e-031.80e-0213
GO:00428861ColorectumMSSamide transport76/3467301/187232.14e-031.80e-0276
GO:19907482ColorectumMSScellular detoxification34/3467116/187233.08e-032.34e-0234
GO:00987542ColorectumMSSdetoxification41/3467152/187236.41e-034.27e-0241
GO:00706331ColorectumFAPtransepithelial transport13/262231/187231.34e-042.15e-0313
GO:01501041ColorectumFAPtransport across blood-brain barrier25/262287/187232.63e-043.59e-0325
GO:00102321ColorectumFAPvascular transport25/262288/187233.19e-044.12e-0325
GO:0003018ColorectumFAPvascular process in circulatory system56/2622263/187237.67e-048.12e-0356
GO:00428862ColorectumFAPamide transport62/2622301/187231.01e-039.93e-0362
GO:00096363ColorectumFAPresponse to toxic substance53/2622262/187233.35e-032.46e-0253
GO:000963622LiverHCCresponse to toxic substance153/7958262/187231.37e-072.58e-06153
GO:199074812LiverHCCcellular detoxification70/7958116/187237.87e-057.02e-0470
GO:009723712LiverHCCcellular response to toxic substance74/7958124/187238.36e-057.36e-0474
GO:009875412LiverHCCdetoxification87/7958152/187231.70e-041.35e-0387
GO:015010411LiverHCCtransport across blood-brain barrier50/795887/187233.42e-031.55e-0250
GO:001023211LiverHCCvascular transport50/795888/187234.69e-032.02e-0250
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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
hsa01523LiverHCCAntifolate resistance21/402030/84651.06e-022.71e-021.51e-0221
hsa020102LiverHCCABC transporters29/402045/84651.62e-023.88e-022.16e-0229
hsa015231LiverHCCAntifolate resistance21/402030/84651.06e-022.71e-021.51e-0221
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
ABCG2SNVMissense_Mutationrs529212191c.1542N>Ap.Met514Ilep.M514IQ9UNQ0protein_codingtolerated(0.38)benign(0.013)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
ABCG2SNVMissense_Mutationc.624N>Ap.Phe208Leup.F208LQ9UNQ0protein_codingdeleterious(0)probably_damaging(1)TCGA-B6-A0X5-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
ABCG2deletionFrame_Shift_Delnovelc.831delNp.Phe277LeufsTer31p.F277Lfs*31Q9UNQ0protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ABCG2SNVMissense_Mutationnovelc.661N>Ap.Ala221Thrp.A221TQ9UNQ0protein_codingtolerated(0.16)possibly_damaging(0.751)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ABCG2SNVMissense_Mutationc.1921C>Tp.Leu641Phep.L641FQ9UNQ0protein_codingtolerated(0.13)benign(0.32)TCGA-EK-A2RN-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ABCG2SNVMissense_Mutationc.412N>Cp.Glu138Glnp.E138QQ9UNQ0protein_codingdeleterious(0.03)probably_damaging(0.941)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ABCG2SNVMissense_Mutationc.1000G>Ap.Glu334Lysp.E334KQ9UNQ0protein_codingtolerated(0.11)benign(0.015)TCGA-PN-A8MA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
ABCG2SNVMissense_Mutationc.1382N>Tp.Ser461Ilep.S461IQ9UNQ0protein_codingdeleterious(0)probably_damaging(0.976)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ABCG2SNVMissense_Mutationrs747453638c.21N>Cp.Glu7Aspp.E7DQ9UNQ0protein_codingtolerated(0.28)benign(0.013)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ABCG2SNVMissense_Mutationrs372911459c.1957N>Gp.Lys653Glup.K653EQ9UNQ0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
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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
9429ABCG2TRANSPORTER, ABC TRANSPORTER, DRUGGABLE GENOMEITRACONAZOLEITRACONAZOLE17518356
9429ABCG2TRANSPORTER, ABC TRANSPORTER, DRUGGABLE GENOMEOSI-774ERLOTINIB18723475
9429ABCG2TRANSPORTER, ABC TRANSPORTER, DRUGGABLE GENOMErhodamine 12311559526
9429ABCG2TRANSPORTER, ABC TRANSPORTER, DRUGGABLE GENOMEFOLIC ACID15047700
9429ABCG2TRANSPORTER, ABC TRANSPORTER, DRUGGABLE GENOMETARIQUIDARTARIQUIDAR20621487
9429ABCG2TRANSPORTER, ABC TRANSPORTER, DRUGGABLE GENOMEPlatinum compounds19525887
9429ABCG2TRANSPORTER, ABC TRANSPORTER, DRUGGABLE GENOMEFLAVOPIRIDOLALVOCIDIB11205902
9429ABCG2TRANSPORTER, ABC TRANSPORTER, DRUGGABLE GENOMEHUMAN CHORIONIC GONADOTROPIN17823853
9429ABCG2TRANSPORTER, ABC TRANSPORTER, DRUGGABLE GENOMEETRAVIRINEETRAVIRINE21189339
9429ABCG2TRANSPORTER, ABC TRANSPORTER, DRUGGABLE GENOMEzidovudineZIDOVUDINE22960662
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