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: ATP8A1

Gene summary for ATP8A1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ATP8A1

Gene ID

10396

Gene nameATPase phospholipid transporting 8A1
Gene AliasATPASEII
Cytomap4p13
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q9Y2Q0


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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
10396ATP8A1HTA11_3410_2000001011HumanColorectumAD6.89e-11-4.55e-010.0155
10396ATP8A1HTA11_866_3004761011HumanColorectumAD6.41e-14-6.48e-010.096
10396ATP8A1HTA11_8622_2000001021HumanColorectumSER8.36e-04-7.26e-010.0528
10396ATP8A1HTA11_10711_2000001011HumanColorectumAD1.33e-02-4.07e-010.0338
10396ATP8A1HTA11_7696_3000711011HumanColorectumAD1.20e-03-3.51e-010.0674
10396ATP8A1HTA11_99999971662_82457HumanColorectumMSS2.72e-16-5.93e-010.3859
10396ATP8A1HTA11_99999973899_84307HumanColorectumMSS7.51e-04-5.79e-010.2585
10396ATP8A1HTA11_99999974143_84620HumanColorectumMSS2.37e-41-8.39e-010.3005
10396ATP8A1A015-C-203HumanColorectumFAP1.17e-28-4.96e-01-0.1294
10396ATP8A1A015-C-204HumanColorectumFAP8.07e-06-3.85e-01-0.0228
10396ATP8A1A014-C-040HumanColorectumFAP1.91e-08-7.16e-01-0.1184
10396ATP8A1A002-C-201HumanColorectumFAP6.75e-15-4.71e-010.0324
10396ATP8A1A001-C-119HumanColorectumFAP1.66e-21-8.05e-01-0.1557
10396ATP8A1A001-C-108HumanColorectumFAP1.98e-14-3.39e-01-0.0272
10396ATP8A1A002-C-205HumanColorectumFAP2.30e-33-7.24e-01-0.1236
10396ATP8A1A015-C-005HumanColorectumFAP9.25e-07-4.25e-01-0.0336
10396ATP8A1A015-C-006HumanColorectumFAP2.89e-24-7.66e-01-0.0994
10396ATP8A1A015-C-106HumanColorectumFAP8.09e-10-2.49e-01-0.0511
10396ATP8A1A002-C-114HumanColorectumFAP7.52e-23-5.87e-01-0.1561
10396ATP8A1A015-C-104HumanColorectumFAP7.14e-34-6.10e-01-0.1899
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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
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:0150104ColorectumMSStransport across blood-brain barrier28/346787/187231.54e-031.41e-0228
GO:0010232ColorectumMSSvascular transport28/346788/187231.87e-031.64e-0228
GO:00108761ColorectumMSSlipid localization104/3467448/187236.76e-034.38e-02104
GO:01501041ColorectumFAPtransport across blood-brain barrier25/262287/187232.63e-043.59e-0325
GO:00068691ColorectumFAPlipid transport81/2622398/187232.84e-043.76e-0381
GO:00102321ColorectumFAPvascular transport25/262288/187233.19e-044.12e-0325
GO:0003018ColorectumFAPvascular process in circulatory system56/2622263/187237.67e-048.12e-0356
GO:00108762ColorectumFAPlipid localization85/2622448/187231.92e-031.63e-0285
GO:0015914ColorectumFAPphospholipid transport23/262296/187236.09e-033.82e-0223
GO:00030181ColorectumCRCvascular process in circulatory system45/2078263/187232.10e-032.08e-0245
GO:00068692ColorectumCRClipid transport63/2078398/187232.36e-032.26e-0263
GO:00108763ColorectumCRClipid localization68/2078448/187234.60e-033.58e-0268
GO:01501042ColorectumCRCtransport across blood-brain barrier18/207887/187236.50e-034.69e-0218
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
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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
ATP8A1SNVMissense_Mutationc.3345G>Tp.Lys1115Asnp.K1115NQ9Y2Q0protein_codingtolerated(0.06)benign(0.003)TCGA-A8-A07P-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilSD
ATP8A1SNVMissense_Mutationnovelc.653G>Tp.Arg218Ilep.R218IQ9Y2Q0protein_codingtolerated(0.1)benign(0.014)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ATP8A1SNVMissense_Mutationnovelc.302N>Tp.Thr101Ilep.T101IQ9Y2Q0protein_codingdeleterious(0)probably_damaging(1)TCGA-LL-A5YN-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
ATP8A1insertionNonsense_Mutationnovelc.2003_2004insACAAACATTCAGACCATAGCAGGCCTCACCCTTATGGTCTCATp.Glu669GlnfsTer6p.E669Qfs*6Q9Y2Q0protein_codingTCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ATP8A1SNVMissense_Mutationc.2695N>Tp.Met899Leup.M899LQ9Y2Q0protein_codingtolerated(0.44)benign(0)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
ATP8A1SNVMissense_Mutationc.2401G>Cp.Asp801Hisp.D801HQ9Y2Q0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
ATP8A1SNVMissense_Mutationnovelc.2707N>Gp.Met903Valp.M903VQ9Y2Q0protein_codingdeleterious(0.03)benign(0.003)TCGA-A6-2672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
ATP8A1SNVMissense_Mutationrs375992978c.2383N>Ap.Val795Ilep.V795IQ9Y2Q0protein_codingtolerated(1)benign(0.015)TCGA-A6-6654-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyoxaliplatinSD
ATP8A1SNVMissense_Mutationc.1631T>Cp.Leu544Prop.L544PQ9Y2Q0protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
ATP8A1SNVMissense_Mutationrs372884316c.368N>Ap.Arg123Glnp.R123QQ9Y2Q0protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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