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: ABCG1

Gene summary for ABCG1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ABCG1

Gene ID

9619

Gene nameATP binding cassette subfamily G member 1
Gene AliasABC8
Cytomap21q22.3
Gene Typeprotein-coding
GO ID

GO:0001678

UniProtAcc

P45844


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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
9619ABCG1LZE20THumanEsophagusESCC1.08e-041.90e-010.0662
9619ABCG1LZE24THumanEsophagusESCC3.43e-143.80e-010.0596
9619ABCG1LZE21THumanEsophagusESCC3.96e-052.71e-010.0655
9619ABCG1P1T-EHumanEsophagusESCC1.01e-085.12e-010.0875
9619ABCG1P2T-EHumanEsophagusESCC7.88e-071.63e-010.1177
9619ABCG1P5T-EHumanEsophagusESCC4.86e-192.82e-010.1327
9619ABCG1P8T-EHumanEsophagusESCC8.58e-142.56e-010.0889
9619ABCG1P9T-EHumanEsophagusESCC1.05e-081.67e-010.1131
9619ABCG1P10T-EHumanEsophagusESCC4.03e-153.61e-010.116
9619ABCG1P11T-EHumanEsophagusESCC2.17e-063.60e-010.1426
9619ABCG1P12T-EHumanEsophagusESCC9.15e-235.08e-010.1122
9619ABCG1P15T-EHumanEsophagusESCC1.19e-204.57e-010.1149
9619ABCG1P16T-EHumanEsophagusESCC2.13e-092.81e-010.1153
9619ABCG1P21T-EHumanEsophagusESCC4.52e-213.86e-010.1617
9619ABCG1P23T-EHumanEsophagusESCC2.09e-224.74e-010.108
9619ABCG1P24T-EHumanEsophagusESCC3.71e-025.64e-020.1287
9619ABCG1P26T-EHumanEsophagusESCC4.11e-459.04e-010.1276
9619ABCG1P27T-EHumanEsophagusESCC7.83e-152.14e-010.1055
9619ABCG1P28T-EHumanEsophagusESCC1.96e-184.39e-010.1149
9619ABCG1P30T-EHumanEsophagusESCC7.38e-136.12e-010.137
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe 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.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
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:001605014EsophagusESCCvesicle organization211/8552300/187232.85e-182.87e-16211
GO:1904951111EsophagusESCCpositive regulation of establishment of protein localization216/8552319/187231.01e-156.86e-14216
GO:0034250111EsophagusESCCpositive regulation of cellular amide metabolic process123/8552162/187233.32e-151.93e-13123
GO:0051222111EsophagusESCCpositive regulation of protein transport204/8552303/187231.56e-148.38e-13204
GO:0051235110EsophagusESCCmaintenance of location200/8552327/187231.01e-082.02e-07200
GO:00060668EsophagusESCCalcohol metabolic process202/8552353/187237.32e-067.26e-05202
GO:00161263EsophagusESCCsterol biosynthetic process46/855264/187231.91e-051.67e-0446
GO:00066953EsophagusESCCcholesterol biosynthetic process41/855257/187235.25e-054.06e-0441
GO:19026533EsophagusESCCsecondary alcohol biosynthetic process41/855257/187235.25e-054.06e-0441
GO:00199155EsophagusESCClipid storage58/855287/187236.15e-054.72e-0458
GO:00620129EsophagusESCCregulation of small molecule metabolic process184/8552334/187233.11e-041.85e-03184
GO:19026524EsophagusESCCsecondary alcohol metabolic process87/8552147/187236.58e-043.50e-0387
GO:00461653EsophagusESCCalcohol biosynthetic process83/8552140/187238.04e-044.16e-0383
GO:00108884EsophagusESCCnegative regulation of lipid storage18/855223/187231.50e-037.06e-0318
GO:19019987EsophagusESCCtoxin transport28/855240/187231.61e-037.50e-0328
GO:00066946EsophagusESCCsteroid biosynthetic process98/8552173/187232.34e-031.03e-0298
GO:00082034EsophagusESCCcholesterol metabolic process79/8552137/187233.11e-031.29e-0279
GO:000930617EsophagusESCCprotein secretion190/8552359/187233.22e-031.34e-02190
GO:003559217EsophagusESCCestablishment of protein localization to extracellular region190/8552360/187233.77e-031.53e-02190
GO:00161254EsophagusESCCsterol metabolic process86/8552152/187234.37e-031.73e-0286
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05417211EsophagusESCCLipid and atherosclerosis143/4205215/84653.30e-072.45e-061.26e-06143
hsa05417310EsophagusESCCLipid and atherosclerosis143/4205215/84653.30e-072.45e-061.26e-06143
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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
ABCG1SNVMissense_Mutationrs766235564c.137C>Tp.Thr46Metp.T46MP45844protein_codingtolerated(0.06)benign(0.201)TCGA-A2-A0EU-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABCG1SNVMissense_Mutationc.536T>Ap.Met179Lysp.M179KP45844protein_codingtolerated(0.1)benign(0.168)TCGA-BH-A0H6-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABCG1SNVMissense_Mutationnovelc.392N>Ap.Leu131Glnp.L131QP45844protein_codingdeleterious(0)probably_damaging(1)TCGA-E2-A576-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
ABCG1SNVMissense_Mutationc.1785N>Cp.Trp595Cysp.W595CP45844protein_codingdeleterious(0)probably_damaging(1)TCGA-GM-A2DH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
ABCG1deletionFrame_Shift_Delnovelc.188delNp.Gln64SerfsTer12p.Q64Sfs*12P45844protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
ABCG1SNVMissense_Mutationc.83N>Tp.Ser28Leup.S28LP45844protein_codingtolerated_low_confidence(0.1)benign(0.086)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ABCG1SNVMissense_Mutationnovelc.608N>Ap.Ala203Glup.A203EP45844protein_codingtolerated(0.07)possibly_damaging(0.877)TCGA-C5-A1MF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ABCG1SNVMissense_Mutationc.688G>Cp.Glu230Glnp.E230QP45844protein_codingdeleterious(0)probably_damaging(0.962)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
ABCG1SNVMissense_Mutationrs781438237c.1084N>Ap.Glu362Lysp.E362KP45844protein_codingtolerated(0.51)benign(0)TCGA-VS-A9V3-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
ABCG1SNVMissense_Mutationc.979G>Ap.Glu327Lysp.E327KP45844protein_codingdeleterious(0)possibly_damaging(0.858)TCGA-A6-2671-01Colorectumcolon adenocarcinomaMale>=65III/IVOther, specify in notesProtocol AMG 20060464studyPD
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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
9619ABCG1TRANSPORTER, EXTERNAL SIDE OF PLASMA MEMBRANE, DRUGGABLE GENOMEleucovorinLEUCOVORIN26352872
9619ABCG1TRANSPORTER, EXTERNAL SIDE OF PLASMA MEMBRANE, DRUGGABLE GENOMEirinotecanIRINOTECAN26352872
9619ABCG1TRANSPORTER, EXTERNAL SIDE OF PLASMA MEMBRANE, DRUGGABLE GENOMEfluorouracilFLUOROURACIL26352872
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