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: ATP13A1

Gene summary for ATP13A1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ATP13A1

Gene ID

57130

Gene nameATPase 13A1
Gene AliasATP13A
Cytomap19p13.11
Gene Typeprotein-coding
GO ID

GO:0000041

UniProtAcc

A0A024R7N2


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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
57130ATP13A1HTA11_3410_2000001011HumanColorectumAD1.08e-027.27e-020.0155
57130ATP13A1HTA11_2487_2000001011HumanColorectumSER9.84e-042.24e-01-0.1808
57130ATP13A1HTA11_347_2000001011HumanColorectumAD2.42e-031.15e-01-0.1954
57130ATP13A1HTA11_1391_2000001011HumanColorectumAD6.68e-031.98e-01-0.059
57130ATP13A1HTA11_7696_3000711011HumanColorectumAD4.51e-091.72e-010.0674
57130ATP13A1HTA11_99999970781_79442HumanColorectumMSS4.87e-021.25e-010.294
57130ATP13A1HTA11_99999971662_82457HumanColorectumMSS1.69e-042.35e-010.3859
57130ATP13A1LZE7THumanEsophagusESCC2.28e-113.97e-010.0667
57130ATP13A1LZE24THumanEsophagusESCC2.09e-163.64e-010.0596
57130ATP13A1P1T-EHumanEsophagusESCC2.75e-102.97e-010.0875
57130ATP13A1P2T-EHumanEsophagusESCC5.08e-101.61e-010.1177
57130ATP13A1P4T-EHumanEsophagusESCC7.88e-122.58e-010.1323
57130ATP13A1P5T-EHumanEsophagusESCC8.19e-121.38e-010.1327
57130ATP13A1P8T-EHumanEsophagusESCC1.19e-163.67e-010.0889
57130ATP13A1P9T-EHumanEsophagusESCC5.17e-163.05e-010.1131
57130ATP13A1P10T-EHumanEsophagusESCC2.35e-183.60e-010.116
57130ATP13A1P11T-EHumanEsophagusESCC1.82e-185.97e-010.1426
57130ATP13A1P12T-EHumanEsophagusESCC7.28e-263.43e-010.1122
57130ATP13A1P15T-EHumanEsophagusESCC1.48e-153.13e-010.1149
57130ATP13A1P16T-EHumanEsophagusESCC2.74e-234.11e-010.1153
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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
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
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:0090150ColorectumADestablishment of protein localization to membrane100/3918260/187236.01e-116.33e-09100
GO:0071421ColorectumADmanganese ion transmembrane transport6/391810/187238.03e-034.73e-026
GO:00901501ColorectumSERestablishment of protein localization to membrane68/2897260/187235.55e-062.01e-0468
GO:00901502ColorectumMSSestablishment of protein localization to membrane90/3467260/187234.11e-103.49e-0890
GO:0090150110EsophagusESCCestablishment of protein localization to membrane182/8552260/187231.27e-158.19e-14182
GO:00901507LiverCirrhoticestablishment of protein localization to membrane123/4634260/187231.85e-152.15e-13123
GO:009015012LiverHCCestablishment of protein localization to membrane168/7958260/187234.07e-132.13e-11168
GO:00000411LiverHCCtransition metal ion transport59/7958105/187233.18e-031.47e-0259
GO:009015018Oral cavityOSCCestablishment of protein localization to membrane163/7305260/187237.13e-154.47e-13163
GO:009015019Oral cavityLPestablishment of protein localization to membrane128/4623260/187237.19e-181.19e-15128
GO:0090150112ThyroidPTCestablishment of protein localization to membrane149/5968260/187231.64e-171.59e-15149
GO:009015031ThyroidATCestablishment of protein localization to membrane150/6293260/187231.05e-157.96e-14150
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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
ATP13A1SNVMissense_Mutationc.1025G>Ap.Arg342Glnp.R342QQ9HD20protein_codingdeleterious(0.01)benign(0.19)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
ATP13A1SNVMissense_Mutationrs371113170c.1030C>Gp.Arg344Glyp.R344GQ9HD20protein_codingtolerated(0.06)benign(0.018)TCGA-D8-A1XV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ATP13A1SNVMissense_Mutationc.1180A>Gp.Ile394Valp.I394VQ9HD20protein_codingdeleterious(0.03)benign(0.003)TCGA-D8-A1Y3-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicine+cyclophosphamideSD
ATP13A1SNVMissense_Mutationrs776378379c.824N>Tp.Ala275Valp.A275VQ9HD20protein_codingtolerated(0.87)benign(0.058)TCGA-LL-A8F5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ATP13A1insertionFrame_Shift_Insnovelc.2227-1_2227insTGCTGGGGTCCGAGTGGAGGGAp.Val743CysfsTer30p.V743Cfs*30Q9HD20protein_codingTCGA-B6-A0IE-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
ATP13A1SNVMissense_Mutationnovelc.3515N>Cp.Val1172Alap.V1172AQ9HD20protein_codingtolerated(0.63)benign(0.012)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ATP13A1SNVMissense_Mutationnovelc.2611N>Ap.Ala871Thrp.A871TQ9HD20protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ATP13A1SNVMissense_Mutationnovelc.1163N>Tp.Thr388Ilep.T388IQ9HD20protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ATP13A1SNVMissense_Mutationc.3022N>Ap.Glu1008Lysp.E1008KQ9HD20protein_codingtolerated(0.1)benign(0.011)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
ATP13A1SNVMissense_Mutationrs769521754c.3221G>Ap.Arg1074Hisp.R1074HQ9HD20protein_codingtolerated(0.21)benign(0.001)TCGA-EA-A410-01Cervixcervical & 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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