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
79572ATP13A3Pt13.bHumanLiverHCC2.39e-02-8.06e-020.0251
79572ATP13A3Pt14.aHumanLiverHCC9.08e-073.31e-010.0169
79572ATP13A3S014HumanLiverHCC5.36e-033.27e-010.2254
79572ATP13A3S015HumanLiverHCC6.02e-033.63e-010.2375
79572ATP13A3S016HumanLiverHCC2.05e-063.89e-010.2243
79572ATP13A3S027HumanLiverHCC1.43e-068.05e-010.2446
79572ATP13A3S028HumanLiverHCC1.83e-096.52e-010.2503
79572ATP13A3S029HumanLiverHCC2.37e-148.62e-010.2581
79572ATP13A3C04HumanOral cavityOSCC3.52e-169.21e-010.2633
79572ATP13A3C21HumanOral cavityOSCC6.82e-217.64e-010.2678
79572ATP13A3C30HumanOral cavityOSCC4.26e-159.12e-010.3055
79572ATP13A3C43HumanOral cavityOSCC1.58e-083.71e-020.1704
79572ATP13A3C46HumanOral cavityOSCC2.65e-021.45e-010.1673
79572ATP13A3C51HumanOral cavityOSCC6.64e-096.40e-010.2674
79572ATP13A3C57HumanOral cavityOSCC2.78e-063.15e-010.1679
79572ATP13A3C06HumanOral cavityOSCC8.04e-071.40e+000.2699
79572ATP13A3C08HumanOral cavityOSCC1.79e-082.18e-010.1919
79572ATP13A3LN22HumanOral cavityOSCC3.33e-068.48e-010.1733
79572ATP13A3EOLP-1HumanOral cavityEOLP3.72e-053.39e-01-0.0202
79572ATP13A3NEOLP-1HumanOral cavityNEOLP8.09e-105.14e-01-0.0194
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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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