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: ATP13A3

Gene summary for ATP13A3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ATP13A3

Gene ID

79572

Gene nameATPase 13A3
Gene AliasAFURS1
Cytomap3q29
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q9H7F0


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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
79572ATP13A3CCI_1HumanCervixCC6.64e-097.38e-010.528
79572ATP13A3CCI_2HumanCervixCC2.14e-171.74e+000.5249
79572ATP13A3CCI_3HumanCervixCC1.63e-097.80e-010.516
79572ATP13A3sample3HumanCervixCC5.68e-031.79e-010.1387
79572ATP13A3T1HumanCervixCC2.75e-165.36e-010.0918
79572ATP13A3AEH-subject1HumanEndometriumAEH2.44e-103.44e-01-0.3059
79572ATP13A3AEH-subject4HumanEndometriumAEH2.17e-115.03e-01-0.2657
79572ATP13A3AEH-subject5HumanEndometriumAEH1.31e-073.73e-01-0.2953
79572ATP13A3EEC-subject1HumanEndometriumEEC7.32e-104.05e-01-0.2682
79572ATP13A3EEC-subject3HumanEndometriumEEC1.97e-033.19e-01-0.2525
79572ATP13A3EEC-subject5HumanEndometriumEEC1.92e-022.68e-01-0.249
79572ATP13A3GSM5276934HumanEndometriumEEC6.20e-175.25e-01-0.0913
79572ATP13A3GSM5276937HumanEndometriumEEC6.08e-256.76e-01-0.0897
79572ATP13A3GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC5.75e-061.04e-01-0.1869
79572ATP13A3GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC1.92e-061.03e-01-0.1875
79572ATP13A3GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC6.64e-106.41e-02-0.1883
79572ATP13A3GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC2.38e-021.07e-01-0.1934
79572ATP13A3GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC6.45e-069.82e-03-0.1917
79572ATP13A3GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC6.78e-081.15e-02-0.1916
79572ATP13A3GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC2.53e-032.75e-01-0.1269
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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
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
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
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
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:00725032Oral cavityEOLPcellular divalent inorganic cation homeostasis75/2218486/187239.77e-034.42e-0275
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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
ATP13A3SNVMissense_Mutationnovelc.2949G>Ap.Met983Ilep.M983IQ9H7F0protein_codingdeleterious(0.03)benign(0.04)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
ATP13A3SNVMissense_Mutationnovelc.3428N>Ap.Arg1143Hisp.R1143HQ9H7F0protein_codingdeleterious(0)probably_damaging(0.953)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ATP13A3SNVMissense_Mutationnovelc.3065N>Ap.Ser1022Tyrp.S1022YQ9H7F0protein_codingdeleterious(0)benign(0.003)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ATP13A3SNVMissense_Mutationnovelc.601C>Tp.Pro201Serp.P201SQ9H7F0protein_codingtolerated(0.07)benign(0.18)TCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
ATP13A3SNVMissense_Mutationrs773074163c.1960G>Ap.Ala654Thrp.A654TQ9H7F0protein_codingdeleterious(0)probably_damaging(0.986)TCGA-AR-A0TX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ATP13A3SNVMissense_Mutationnovelc.3343T>Cp.Tyr1115Hisp.Y1115HQ9H7F0protein_codingdeleterious(0.05)benign(0.289)TCGA-AR-A0U2-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapytamoxiphenPD
ATP13A3SNVMissense_Mutationrs773710020c.3572N>Tp.Ala1191Valp.A1191VQ9H7F0protein_codingtolerated(0.13)possibly_damaging(0.709)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ATP13A3SNVMissense_Mutationc.1262N>Tp.Ala421Valp.A421VQ9H7F0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ATP13A3SNVMissense_Mutationnovelc.3329C>Tp.Ser1110Phep.S1110FQ9H7F0protein_codingtolerated(0.71)possibly_damaging(0.498)TCGA-D8-A73U-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ATP13A3SNVMissense_Mutationc.2573G>Ap.Arg858Hisp.R858HQ9H7F0protein_codingdeleterious(0)probably_damaging(1)TCGA-E9-A1RF-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
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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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