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: ABCB6

Gene summary for ABCB6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ABCB6

Gene ID

10058

Gene nameATP binding cassette subfamily B member 6 (Langereis blood group)
Gene AliasABC
Cytomap2q35
Gene Typeprotein-coding
GO ID

GO:0000041

UniProtAcc

Q9NP58


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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
10058ABCB6LZE2THumanEsophagusESCC9.54e-066.52e-010.082
10058ABCB6LZE4THumanEsophagusESCC1.25e-185.07e-010.0811
10058ABCB6LZE7THumanEsophagusESCC2.07e-093.18e-010.0667
10058ABCB6LZE8THumanEsophagusESCC9.77e-062.01e-010.067
10058ABCB6LZE24THumanEsophagusESCC1.68e-092.46e-010.0596
10058ABCB6LZE6THumanEsophagusESCC3.01e-062.96e-010.0845
10058ABCB6P9T-EHumanEsophagusESCC2.30e-021.08e-010.1131
10058ABCB6P15T-EHumanEsophagusESCC1.32e-061.58e-010.1149
10058ABCB6P28T-EHumanEsophagusESCC8.84e-051.08e-010.1149
10058ABCB6P30T-EHumanEsophagusESCC9.20e-051.75e-010.137
10058ABCB6P32T-EHumanEsophagusESCC1.66e-027.91e-020.1666
10058ABCB6P37T-EHumanEsophagusESCC4.28e-029.24e-020.1371
10058ABCB6P49T-EHumanEsophagusESCC7.48e-032.82e-010.1768
10058ABCB6P52T-EHumanEsophagusESCC8.84e-051.25e-010.1555
10058ABCB6P56T-EHumanEsophagusESCC1.75e-022.90e-010.1613
10058ABCB6P130T-EHumanEsophagusESCC9.20e-061.39e-010.1676
10058ABCB6HCC1HumanLiverHCC5.09e-083.53e+000.5336
10058ABCB6HCC2HumanLiverHCC8.83e-424.30e+000.5341
10058ABCB6HCC5HumanLiverHCC2.57e-021.82e+000.4932
10058ABCB6S014HumanLiverHCC1.64e-051.55e-010.2254
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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
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:001605014EsophagusESCCvesicle organization211/8552300/187232.85e-182.87e-16211
GO:00435888EsophagusESCCskin development163/8552263/187236.48e-081.14e-06163
GO:00330593EsophagusESCCcellular pigmentation40/855253/187239.67e-069.21e-0540
GO:005507617EsophagusESCCtransition metal ion homeostasis87/8552138/187232.85e-052.37e-0487
GO:001003827EsophagusESCCresponse to metal ion208/8552373/187235.02e-053.90e-04208
GO:004668619EsophagusESCCresponse to cadmium ion47/855268/187237.81e-055.80e-0447
GO:000963620EsophagusESCCresponse to toxic substance150/8552262/187231.00e-047.12e-04150
GO:00487531EsophagusESCCpigment granule organization23/855229/187232.25e-041.40e-0323
GO:00324381EsophagusESCCmelanosome organization22/855228/187233.95e-042.26e-0322
GO:00469169EsophagusESCCcellular transition metal ion homeostasis70/8552115/187237.28e-043.79e-0370
GO:1990748110EsophagusESCCcellular detoxification70/8552116/187231.02e-035.17e-0370
GO:00550703EsophagusESCCcopper ion homeostasis15/855218/187231.20e-035.88e-0315
GO:00067791EsophagusESCCporphyrin-containing compound biosynthetic process23/855231/187231.20e-035.88e-0323
GO:00330141EsophagusESCCtetrapyrrole biosynthetic process23/855231/187231.20e-035.88e-0323
GO:007124117EsophagusESCCcellular response to inorganic substance125/8552226/187232.17e-039.67e-03125
GO:00434731EsophagusESCCpigmentation59/855298/187232.64e-031.12e-0259
GO:00550729EsophagusESCCiron ion homeostasis52/855285/187232.86e-031.21e-0252
GO:0097237110EsophagusESCCcellular response to toxic substance72/8552124/187233.65e-031.49e-0272
GO:007127615EsophagusESCCcellular response to cadmium ion27/855240/187234.39e-031.73e-0227
GO:00330132EsophagusESCCtetrapyrrole metabolic process37/855259/187236.23e-032.29e-0237
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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
ABCB6SNVMissense_Mutationnovelc.1367C>Tp.Ser456Phep.S456FQ9NP58protein_codingdeleterious(0)probably_damaging(0.997)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
ABCB6SNVMissense_Mutationnovelc.2074N>Tp.Gly692Trpp.G692WQ9NP58protein_codingdeleterious(0.01)benign(0.04)TCGA-A7-A6VX-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
ABCB6SNVMissense_Mutationc.1538N>Gp.Ser513Cysp.S513CQ9NP58protein_codingtolerated(0.11)possibly_damaging(0.617)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ABCB6SNVMissense_Mutationrs772815355c.1414N>Ap.Glu472Lysp.E472KQ9NP58protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABCB6SNVMissense_Mutationc.2089N>Ap.Glu697Lysp.E697KQ9NP58protein_codingtolerated(0.28)benign(0.019)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABCB6SNVMissense_Mutationc.670N>Tp.Asp224Tyrp.D224YQ9NP58protein_codingdeleterious(0)benign(0.219)TCGA-D8-A1J9-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ABCB6insertionNonsense_Mutationnovelc.1713_1714insTGGGCCTGAGATTTTTCCCATTTCp.Glu571_Thr572insTrpAlaTerAspPheSerHisPhep.E571_T572insWA*DFSHFQ9NP58protein_codingTCGA-A2-A0EO-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ABCB6insertionFrame_Shift_Insnovelc.567_568insAGACGGAGTCTTGCTCTGTCACCAGGCTGGAGTGCAGTGGCp.Val190ArgfsTer74p.V190Rfs*74Q9NP58protein_codingTCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ABCB6insertionFrame_Shift_Insnovelc.598_599insCATCATTCCTp.Phe200SerfsTer24p.F200Sfs*24Q9NP58protein_codingTCGA-BH-A0DS-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycyclophosphamideSD
ABCB6SNVMissense_Mutationrs190137939c.1783G>Ap.Val595Metp.V595MQ9NP58protein_codingdeleterious(0.01)probably_damaging(0.945)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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