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: ABCB7

Gene summary for ABCB7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ABCB7

Gene ID

22

Gene nameATP binding cassette subfamily B member 7
Gene AliasABC7
CytomapXq13.3
Gene Typeprotein-coding
GO ID

GO:0000041

UniProtAcc

O75027


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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
22ABCB7LZE4THumanEsophagusESCC6.79e-112.21e-010.0811
22ABCB7LZE5THumanEsophagusESCC3.67e-053.20e-010.0514
22ABCB7LZE7THumanEsophagusESCC4.43e-062.32e-010.0667
22ABCB7LZE8THumanEsophagusESCC4.23e-049.83e-020.067
22ABCB7LZE20THumanEsophagusESCC7.00e-041.71e-010.0662
22ABCB7LZE24THumanEsophagusESCC1.48e-143.28e-010.0596
22ABCB7LZE21THumanEsophagusESCC1.87e-032.31e-010.0655
22ABCB7LZE6THumanEsophagusESCC7.52e-031.19e-010.0845
22ABCB7P2T-EHumanEsophagusESCC3.52e-245.05e-010.1177
22ABCB7P4T-EHumanEsophagusESCC1.41e-173.12e-010.1323
22ABCB7P5T-EHumanEsophagusESCC4.96e-141.53e-010.1327
22ABCB7P8T-EHumanEsophagusESCC1.46e-152.83e-010.0889
22ABCB7P9T-EHumanEsophagusESCC1.97e-101.90e-010.1131
22ABCB7P10T-EHumanEsophagusESCC2.65e-232.46e-010.116
22ABCB7P11T-EHumanEsophagusESCC3.99e-092.94e-010.1426
22ABCB7P12T-EHumanEsophagusESCC8.93e-305.55e-010.1122
22ABCB7P15T-EHumanEsophagusESCC1.68e-143.22e-010.1149
22ABCB7P16T-EHumanEsophagusESCC1.02e-181.84e-010.1153
22ABCB7P17T-EHumanEsophagusESCC4.30e-042.00e-010.1278
22ABCB7P19T-EHumanEsophagusESCC2.11e-032.45e-010.1662
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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
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
∗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:0006839110EsophagusESCCmitochondrial transport187/8552254/187238.35e-209.81e-18187
GO:00067906EsophagusESCCsulfur compound metabolic process201/8552339/187232.64e-073.94e-06201
GO:1990542110EsophagusESCCmitochondrial transmembrane transport72/8552102/187232.94e-074.23e-0672
GO:200037718EsophagusESCCregulation of reactive oxygen species metabolic process100/8552157/187233.87e-064.17e-05100
GO:005507617EsophagusESCCtransition metal ion homeostasis87/8552138/187232.85e-052.37e-0487
GO:007259318EsophagusESCCreactive oxygen species metabolic process137/8552239/187231.82e-041.16e-03137
GO:001622611EsophagusESCCiron-sulfur cluster assembly21/855226/187232.69e-041.63e-0321
GO:003116311EsophagusESCCmetallo-sulfur cluster assembly21/855226/187232.69e-041.63e-0321
GO:00469169EsophagusESCCcellular transition metal ion homeostasis70/8552115/187237.28e-043.79e-0370
GO:00067791EsophagusESCCporphyrin-containing compound biosynthetic process23/855231/187231.20e-035.88e-0323
GO:00330141EsophagusESCCtetrapyrrole biosynthetic process23/855231/187231.20e-035.88e-0323
GO:00461482EsophagusESCCpigment biosynthetic process40/855262/187232.14e-039.54e-0340
GO:00067832EsophagusESCCheme biosynthetic process20/855227/187232.61e-031.11e-0220
GO:00550729EsophagusESCCiron ion homeostasis52/855285/187232.86e-031.21e-0252
GO:20003783EsophagusESCCnegative regulation of reactive oxygen species metabolic process34/855252/187233.26e-031.35e-0234
GO:00330132EsophagusESCCtetrapyrrole metabolic process37/855259/187236.23e-032.29e-0237
GO:00424401EsophagusESCCpigment metabolic process50/855284/187237.34e-032.64e-0250
GO:00421681EsophagusESCCheme metabolic process27/855242/187231.16e-023.90e-0227
GO:00068397LiverCirrhoticmitochondrial transport112/4634254/187231.03e-116.66e-10112
GO:000679011LiverCirrhoticsulfur compound metabolic process129/4634339/187233.06e-081.04e-06129
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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
ABCB7SNVMissense_Mutationc.392N>Ap.Pro131Hisp.P131HO75027protein_codingdeleterious(0)probably_damaging(1)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
ABCB7SNVMissense_Mutationc.1395N>Tp.Gln465Hisp.Q465HO75027protein_codingtolerated(0.22)benign(0.001)TCGA-AR-A24H-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ABCB7SNVMissense_Mutationc.560N>Tp.Ala187Valp.A187VO75027protein_codingtolerated(0.56)benign(0.049)TCGA-BH-A0DL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
ABCB7SNVMissense_Mutationc.487N>Gp.Lys163Glup.K163EO75027protein_codingdeleterious(0)probably_damaging(0.992)TCGA-BH-A0HA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ABCB7SNVMissense_Mutationc.2144N>Gp.Asn715Serp.N715SO75027protein_codingtolerated(0.35)benign(0.003)TCGA-BH-A204-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABCB7SNVMissense_Mutationnovelc.462G>Ap.Met154Ilep.M154IO75027protein_codingtolerated(0.1)benign(0.061)TCGA-OL-A66J-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABCB7insertionFrame_Shift_Insnovelc.1758_1759insTTATATTTGAp.Gly587LeufsTer7p.G587Lfs*7O75027protein_codingTCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ABCB7insertionNonsense_Mutationnovelc.1756_1757insATCATTAGAAGATGTTTTCAGTACTTGAGACCTp.Ala586delinsAspHisTerLysMetPheSerValLeuGluThrSerp.A586delinsDH*KMFSVLETSO75027protein_codingTCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ABCB7insertionNonsense_Mutationnovelc.1381_1382insATTAGATAATCTp.Ala461delinsAspTerIleIleSerp.A461delinsD*IISO75027protein_codingTCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
ABCB7insertionIn_Frame_Insnovelc.1379_1380insCGTATCATTTAAATTp.Met460delinsIleValSerPheLysLeup.M460delinsIVSFKLO75027protein_codingTCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
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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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