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: ATP11B

Gene summary for ATP11B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ATP11B

Gene ID

23200

Gene nameATPase phospholipid transporting 11B (putative)
Gene AliasATPIF
Cytomap3q26.33
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

B4DKX1


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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
23200ATP11BCCI_1HumanCervixCC7.29e-131.18e+000.528
23200ATP11BCCI_2HumanCervixCC5.08e-111.60e+000.5249
23200ATP11BCCI_3HumanCervixCC1.31e-191.44e+000.516
23200ATP11Bsample3HumanCervixCC6.68e-163.84e-010.1387
23200ATP11BT3HumanCervixCC1.08e-083.52e-010.1389
23200ATP11BHTA11_3410_2000001011HumanColorectumAD6.20e-095.25e-010.0155
23200ATP11BHTA11_2487_2000001011HumanColorectumSER2.63e-151.04e+00-0.1808
23200ATP11BHTA11_1938_2000001011HumanColorectumAD1.26e-241.48e+00-0.0811
23200ATP11BHTA11_78_2000001011HumanColorectumAD5.87e-161.33e+00-0.1088
23200ATP11BHTA11_347_2000001011HumanColorectumAD4.62e-431.31e+00-0.1954
23200ATP11BHTA11_411_2000001011HumanColorectumSER4.11e-037.29e-01-0.2602
23200ATP11BHTA11_2112_2000001011HumanColorectumSER3.51e-037.01e-01-0.2196
23200ATP11BHTA11_3361_2000001011HumanColorectumAD2.12e-076.72e-01-0.1207
23200ATP11BHTA11_696_2000001011HumanColorectumAD1.24e-086.40e-01-0.1464
23200ATP11BHTA11_1391_2000001011HumanColorectumAD1.85e-044.57e-01-0.059
23200ATP11BHTA11_546_2000001011HumanColorectumAD3.97e-024.75e-01-0.0842
23200ATP11BHTA11_4255_2000001011HumanColorectumSER1.94e-047.22e-010.0446
23200ATP11BHTA11_10711_2000001011HumanColorectumAD1.39e-03-4.22e-010.0338
23200ATP11BHTA11_7696_3000711011HumanColorectumAD2.04e-03-2.98e-010.0674
23200ATP11BHTA11_6818_2000001021HumanColorectumAD2.86e-03-3.44e-010.0588
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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
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
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
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:0010876ColorectumADlipid localization120/3918448/187231.59e-031.33e-02120
GO:0006869ColorectumADlipid transport108/3918398/187231.67e-031.39e-02108
GO:0015748ColorectumADorganophosphate ester transport42/3918140/187237.04e-034.31e-0242
GO:00108761ColorectumMSSlipid localization104/3467448/187236.76e-034.38e-02104
GO:00068691ColorectumFAPlipid transport81/2622398/187232.84e-043.76e-0381
GO:00108762ColorectumFAPlipid localization85/2622448/187231.92e-031.63e-0285
GO:0015914ColorectumFAPphospholipid transport23/262296/187236.09e-033.82e-0223
GO:00068692ColorectumCRClipid transport63/2078398/187232.36e-032.26e-0263
GO:00108763ColorectumCRClipid localization68/2078448/187234.60e-033.58e-0268
GO:00159142LungIACphospholipid transport20/206196/187233.58e-033.00e-0220
GO:00157482LungIACorganophosphate ester transport26/2061140/187235.22e-033.97e-0226
GO:001591411LungAISphospholipid transport18/184996/187235.64e-034.76e-0218
GO:00157483Oral cavityEOLPorganophosphate ester transport28/2218140/187233.66e-032.05e-0228
GO:001574811Oral cavityNEOLPorganophosphate ester transport25/2005140/187237.16e-033.63e-0225
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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
ATP11BSNVMissense_Mutationnovelc.3148N>Ap.Leu1050Ilep.L1050IQ9Y2G3protein_codingtolerated(1)benign(0)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ATP11BSNVMissense_Mutationc.538N>Ap.Glu180Lysp.E180KQ9Y2G3protein_codingdeleterious(0)probably_damaging(1)TCGA-AR-A1AO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ATP11BSNVMissense_Mutationrs200531169c.2801A>Tp.His934Leup.H934LQ9Y2G3protein_codingtolerated(0.11)benign(0.009)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ATP11BSNVMissense_Mutationc.232N>Gp.Gln78Glup.Q78EQ9Y2G3protein_codingdeleterious(0.04)probably_damaging(0.926)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ATP11BSNVMissense_Mutationc.847N>Cp.Glu283Glnp.E283QQ9Y2G3protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-E9-A228-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ATP11BinsertionFrame_Shift_Insnovelc.1833_1834insGAGACTGACATTGp.Lys612GlufsTer12p.K612Efs*12Q9Y2G3protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ATP11BSNVMissense_Mutationnovelc.1792N>Ap.Glu598Lysp.E598KQ9Y2G3protein_codingdeleterious(0)probably_damaging(0.96)TCGA-C5-A2LZ-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
ATP11BSNVMissense_Mutationrs760169325c.2702N>Cp.Leu901Serp.L901SQ9Y2G3protein_codingtolerated(0.22)benign(0.071)TCGA-C5-A8ZZ-01Cervixcervical & endocervical cancerFemale<65I/IIUnspecificCisplatinSD
ATP11BSNVMissense_Mutationc.1343N>Ap.Gly448Glup.G448EQ9Y2G3protein_codingdeleterious(0.05)possibly_damaging(0.812)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
ATP11BSNVMissense_Mutationnovelc.917N>Ap.Ile306Asnp.I306NQ9Y2G3protein_codingdeleterious(0.01)possibly_damaging(0.908)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<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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