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: ABCG5

Gene summary for ABCG5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ABCG5

Gene ID

64240

Gene nameATP binding cassette subfamily G member 5
Gene AliasSTSL
Cytomap2p21
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q9H222


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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
64240ABCG5NAFLD1HumanLiverNAFLD1.07e-099.06e-01-0.04
64240ABCG5S41HumanLiverCirrhotic2.93e-023.07e-01-0.0343
64240ABCG5S43HumanLiverCirrhotic2.84e-02-1.04e-01-0.0187
64240ABCG5HCC1_MengHumanLiverHCC2.82e-08-8.45e-020.0246
64240ABCG5HCC1HumanLiverHCC1.34e-133.56e+000.5336
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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:00550883LiverNAFLDlipid homeostasis44/1882167/187231.48e-092.54e-0744
GO:00094107LiverNAFLDresponse to xenobiotic stimulus88/1882462/187232.53e-094.11e-0788
GO:00316677LiverNAFLDresponse to nutrient levels85/1882474/187238.23e-087.09e-0685
GO:0055090LiverNAFLDacylglycerol homeostasis17/188242/187232.22e-071.53e-0517
GO:0070328LiverNAFLDtriglyceride homeostasis17/188242/187232.22e-071.53e-0517
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:00426323LiverNAFLDcholesterol homeostasis26/188296/187231.83e-067.86e-0526
GO:00550923LiverNAFLDsterol homeostasis26/188297/187232.26e-069.51e-0526
GO:0033344LiverNAFLDcholesterol efflux20/188269/187239.13e-062.98e-0420
GO:00075844LiverNAFLDresponse to nutrient36/1882174/187232.06e-055.78e-0436
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:19044781LiverNAFLDregulation of intestinal absorption7/188213/187231.02e-042.02e-037
GO:0030300LiverNAFLDregulation of intestinal cholesterol absorption6/188210/187231.50e-042.78e-036
GO:1905952LiverNAFLDregulation of lipid localization34/1882181/187232.51e-044.12e-0334
GO:19047291LiverNAFLDregulation of intestinal lipid absorption6/188211/187233.03e-044.75e-036
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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
hsa049792LiverCirrhoticCholesterol metabolism30/253051/84651.59e-051.39e-048.60e-0530
hsa049793LiverCirrhoticCholesterol metabolism30/253051/84651.59e-051.39e-048.60e-0530
hsa049794LiverHCCCholesterol metabolism41/402051/84651.33e-061.35e-057.49e-0641
hsa020102LiverHCCABC transporters29/402045/84651.62e-023.88e-022.16e-0229
hsa049795LiverHCCCholesterol metabolism41/402051/84651.33e-061.35e-057.49e-0641
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
ABCG5SNVMissense_Mutationrs368800131c.827N>Tp.Thr276Metp.T276MQ9H222protein_codingtolerated(0.07)possibly_damaging(0.642)TCGA-A8-A06U-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABCG5SNVMissense_Mutationc.1942N>Gp.Leu648Valp.L648VQ9H222protein_codingtolerated_low_confidence(0.16)benign(0.01)TCGA-A8-A0A7-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ABCG5SNVMissense_Mutationrs148131742c.1049N>Tp.Thr350Metp.T350MQ9H222protein_codingtolerated(0.1)benign(0.036)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABCG5SNVMissense_Mutationrs771886629c.1426G>Ap.Val476Ilep.V476IQ9H222protein_codingtolerated(1)benign(0.003)TCGA-LL-A7T0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABCG5insertionFrame_Shift_Insnovelc.477_478insGTp.Asn160ValfsTer17p.N160Vfs*17Q9H222protein_codingTCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ABCG5insertionIn_Frame_Insnovelc.476_477insTAAAGAATTTTTTTTAGTp.Gly159_Asn160insLysGluPhePheLeuValp.G159_N160insKEFFLVQ9H222protein_codingTCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ABCG5SNVMissense_Mutationc.898T>Gp.Phe300Valp.F300VQ9H222protein_codingtolerated(0.06)benign(0.197)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ABCG5SNVMissense_Mutationrs368800131c.827C>Tp.Thr276Metp.T276MQ9H222protein_codingtolerated(0.07)possibly_damaging(0.642)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ABCG5SNVMissense_Mutationc.982N>Tp.Ala328Serp.A328SQ9H222protein_codingtolerated(0.1)benign(0.114)TCGA-CA-5797-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ABCG5SNVMissense_Mutationc.1122N>Tp.Arg374Serp.R374SQ9H222protein_codingdeleterious(0)possibly_damaging(0.883)TCGA-D5-6930-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
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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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