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: ATP10B

Gene summary for ATP10B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ATP10B

Gene ID

23120

Gene nameATPase phospholipid transporting 10B (putative)
Gene AliasATPVB
Cytomap5q34
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

O94823


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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
23120ATP10BHTA11_3410_2000001011HumanColorectumAD6.13e-45-9.93e-010.0155
23120ATP10BHTA11_2487_2000001011HumanColorectumSER2.75e-10-6.87e-01-0.1808
23120ATP10BHTA11_2951_2000001011HumanColorectumAD1.44e-04-9.01e-010.0216
23120ATP10BHTA11_347_2000001011HumanColorectumAD2.14e-065.12e-01-0.1954
23120ATP10BHTA11_2112_2000001011HumanColorectumSER2.67e-02-7.33e-01-0.2196
23120ATP10BHTA11_3361_2000001011HumanColorectumAD1.81e-20-9.45e-01-0.1207
23120ATP10BHTA11_696_2000001011HumanColorectumAD2.00e-20-6.28e-01-0.1464
23120ATP10BHTA11_5216_2000001011HumanColorectumSER3.24e-06-5.74e-01-0.1462
23120ATP10BHTA11_546_2000001011HumanColorectumAD7.93e-04-5.12e-01-0.0842
23120ATP10BHTA11_9341_2000001011HumanColorectumSER2.18e-03-9.53e-01-0.00410000000000005
23120ATP10BHTA11_866_3004761011HumanColorectumAD1.93e-09-5.64e-010.096
23120ATP10BHTA11_4255_2000001011HumanColorectumSER1.06e-02-7.61e-010.0446
23120ATP10BHTA11_9408_2000001011HumanColorectumAD3.09e-08-1.09e+000.0451
23120ATP10BHTA11_8622_2000001021HumanColorectumSER1.01e-12-9.89e-010.0528
23120ATP10BHTA11_10711_2000001011HumanColorectumAD2.37e-19-9.00e-010.0338
23120ATP10BHTA11_7696_3000711011HumanColorectumAD7.57e-26-6.44e-010.0674
23120ATP10BHTA11_6818_2000001011HumanColorectumAD4.82e-10-7.30e-010.0112
23120ATP10BHTA11_11156_2000001011HumanColorectumAD2.71e-05-1.16e+000.0397
23120ATP10BHTA11_6818_2000001021HumanColorectumAD2.64e-02-4.27e-010.0588
23120ATP10BHTA11_99999970781_79442HumanColorectumMSS9.65e-06-3.61e-010.294
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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:0007033ColorectumADvacuole organization53/3918180/187234.18e-032.89e-0253
GO:0015748ColorectumADorganophosphate ester transport42/3918140/187237.04e-034.31e-0242
GO:00070331ColorectumMSSvacuole organization48/3467180/187234.32e-033.07e-0248
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:00070333LungAISvacuole organization29/1849180/187235.70e-034.80e-0229
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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
ATP10BSNVMissense_Mutationc.874N>Cp.Glu292Glnp.E292QO94823protein_codingdeleterious(0)possibly_damaging(0.864)TCGA-A2-A04W-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ATP10BSNVMissense_Mutationc.1057N>Tp.Ala353Serp.A353SO94823protein_codingtolerated(0.65)benign(0.015)TCGA-A7-A0DA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ATP10BSNVMissense_Mutationnovelc.298N>Ap.Phe100Ilep.F100IO94823protein_codingdeleterious(0.05)benign(0.035)TCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ATP10BSNVMissense_Mutationc.77N>Cp.Glu26Alap.E26AO94823protein_codingdeleterious(0.05)possibly_damaging(0.787)TCGA-A8-A09I-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
ATP10BSNVMissense_Mutationc.136N>Tp.Arg46Trpp.R46WO94823protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ATP10BSNVMissense_Mutationrs761267388c.1297N>Ap.Asp433Asnp.D433NO94823protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
ATP10BSNVMissense_Mutationc.2212N>Ap.Leu738Ilep.L738IO94823protein_codingdeleterious(0)probably_damaging(0.912)TCGA-AO-A0J5-01Breastbreast invasive carcinomaFemale<65III/IVOther, specify in notesBisphosphonatezoledronicPD
ATP10BSNVMissense_Mutationrs369273403c.931C>Tp.Arg311Trpp.R311WO94823protein_codingdeleterious(0)probably_damaging(0.966)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ATP10BSNVMissense_Mutationc.2299N>Cp.Asp767Hisp.D767HO94823protein_codingdeleterious(0.02)probably_damaging(1)TCGA-BH-A18K-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
ATP10BSNVMissense_Mutationrs745441912c.1588T>Cp.Ser530Prop.S530PO94823protein_codingtolerated(0.18)possibly_damaging(0.522)TCGA-C8-A12X-01Breastbreast invasive carcinomaFemale<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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