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: ABTB2

Gene summary for ABTB2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ABTB2

Gene ID

25841

Gene nameankyrin repeat and BTB domain containing 2
Gene AliasABTB2A
Cytomap11p13
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

Q8N961


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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
25841ABTB2AEH-subject1HumanEndometriumAEH6.00e-063.02e-01-0.3059
25841ABTB2EEC-subject1HumanEndometriumEEC5.98e-134.03e-01-0.2682
25841ABTB2EEC-subject3HumanEndometriumEEC3.22e-064.18e-01-0.2525
25841ABTB2EEC-subject4HumanEndometriumEEC5.06e-032.56e-01-0.2571
25841ABTB2GSM5276934HumanEndometriumEEC2.53e-032.40e-01-0.0913
25841ABTB2NAFLD1HumanLiverNAFLD1.66e-121.11e+00-0.04
25841ABTB2S41HumanLiverCirrhotic5.61e-066.51e-01-0.0343
25841ABTB2S43HumanLiverCirrhotic5.38e-03-1.41e-01-0.0187
25841ABTB2HCC1_MengHumanLiverHCC1.13e-11-1.73e-010.0246
25841ABTB2HCC2_MengHumanLiverHCC3.27e-05-1.53e-010.0107
25841ABTB2cirrhotic1HumanLiverCirrhotic2.92e-05-1.86e-010.0202
25841ABTB2cirrhotic2HumanLiverCirrhotic2.74e-03-1.65e-010.0201
25841ABTB2Pt13.aHumanLiverHCC7.34e-04-1.79e-010.021
25841ABTB2Pt14.dHumanLiverHCC3.44e-04-1.85e-010.0143
25841ABTB2TD9HumanLungIAC4.66e-048.62e-010.088
25841ABTB2RNA-P17T-P17T-6HumanLungIAC3.12e-036.45e-010.3385
25841ABTB2RNA-P17T-P17T-8HumanLungIAC1.27e-025.51e-010.3329
25841ABTB2RNA-P25T1-P25T1-1HumanLungAIS3.94e-023.01e-01-0.2116
25841ABTB2047563_1562-all-cellsHumanProstateBPH4.19e-175.80e-010.0791
25841ABTB2048752_1579-all-cellsHumanProstateBPH2.83e-285.94e-010.1008
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:009723710EndometriumAEHcellular response to toxic substance34/2100124/187235.02e-071.97e-0534
GO:000963610EndometriumAEHresponse to toxic substance52/2100262/187232.89e-055.40e-0452
GO:009723715EndometriumEECcellular response to toxic substance35/2168124/187233.44e-071.37e-0535
GO:000963615EndometriumEECresponse to toxic substance54/2168262/187231.65e-053.18e-0454
GO:00096367LiverNAFLDresponse to toxic substance41/1882262/187232.83e-032.57e-0241
GO:000963612LiverCirrhoticresponse to toxic substance104/4634262/187235.63e-081.74e-06104
GO:00972377LiverCirrhoticcellular response to toxic substance50/4634124/187239.20e-059.79e-0450
GO:000963622LiverHCCresponse to toxic substance153/7958262/187231.37e-072.58e-06153
GO:009723712LiverHCCcellular response to toxic substance74/7958124/187238.36e-057.36e-0474
GO:000963616ProstateBPHresponse to toxic substance67/3107262/187231.32e-041.18e-0367
GO:009723716ProstateBPHcellular response to toxic substance37/3107124/187231.70e-041.46e-0337
GO:000963626SkinAKresponse to toxic substance42/1910262/187232.11e-031.40e-0242
GO:009723726SkinAKcellular response to toxic substance22/1910124/187236.97e-033.63e-0222
GO:0097237111SkincSCCcellular response to toxic substance45/4864124/187237.08e-033.40e-0245
GO:0009636110SkincSCCresponse to toxic substance86/4864262/187237.66e-033.57e-0286
GO:00096366StomachGCresponse to toxic substance50/1159262/187237.42e-132.69e-1050
GO:00972376StomachGCcellular response to toxic substance31/1159124/187231.40e-113.31e-0931
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
ABTB2SNVMissense_Mutationnovelc.302N>Cp.Glu101Alap.E101AQ8N961protein_codingtolerated(0.45)benign(0.035)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
ABTB2SNVMissense_Mutationrs756849874c.2377G>Ap.Asp793Asnp.D793NQ8N961protein_codingtolerated(1)benign(0.003)TCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
ABTB2SNVMissense_Mutationnovelc.820N>Ap.Asp274Asnp.D274NQ8N961protein_codingtolerated(0.25)probably_damaging(0.976)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABTB2SNVMissense_Mutationrs776143668c.3043N>Tp.Arg1015Cysp.R1015CQ8N961protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABTB2SNVMissense_Mutationrs764914019c.3019N>Ap.Asp1007Asnp.D1007NQ8N961protein_codingtolerated(0.07)possibly_damaging(0.529)TCGA-E9-A1RA-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ABTB2deletionFrame_Shift_Delnovelc.1951delNp.Met651Terp.M651*Q8N961protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ABTB2deletionFrame_Shift_Delnovelc.2532delGp.Met844IlefsTer4p.M844Ifs*4Q8N961protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
ABTB2SNVMissense_Mutationnovelc.218C>Ap.Thr73Lysp.T73KQ8N961protein_codingdeleterious(0)probably_damaging(0.964)TCGA-C5-A8XI-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinSD
ABTB2SNVMissense_Mutationc.1603N>Ap.Glu535Lysp.E535KQ8N961protein_codingdeleterious(0.01)probably_damaging(0.985)TCGA-EK-A2RO-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ABTB2SNVMissense_Mutationc.813N>Gp.Ile271Metp.I271MQ8N961protein_codingdeleterious(0)possibly_damaging(0.757)TCGA-Q1-A73O-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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