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: ATP1B3

Gene summary for ATP1B3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ATP1B3

Gene ID

483

Gene nameATPase Na+/K+ transporting subunit beta 3
Gene AliasATPB-3
Cytomap3q23
Gene Typeprotein-coding
GO ID

GO:0002028

UniProtAcc

P54709


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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
483ATP1B3GSM4909281HumanBreastIDC9.76e-063.17e-010.21
483ATP1B3GSM4909282HumanBreastIDC2.32e-629.05e-01-0.0288
483ATP1B3GSM4909285HumanBreastIDC9.31e-215.12e-010.21
483ATP1B3GSM4909294HumanBreastIDC2.44e-07-3.54e-010.2022
483ATP1B3GSM4909296HumanBreastIDC1.90e-11-3.31e-010.1524
483ATP1B3GSM4909297HumanBreastIDC2.72e-09-2.61e-010.1517
483ATP1B3GSM4909298HumanBreastIDC6.46e-04-3.05e-010.1551
483ATP1B3GSM4909301HumanBreastIDC9.27e-04-2.95e-010.1577
483ATP1B3GSM4909302HumanBreastIDC1.45e-06-3.45e-010.1545
483ATP1B3GSM4909311HumanBreastIDC1.78e-21-4.38e-010.1534
483ATP1B3GSM4909312HumanBreastIDC3.66e-13-3.51e-010.1552
483ATP1B3GSM4909313HumanBreastIDC2.99e-05-2.98e-010.0391
483ATP1B3GSM4909319HumanBreastIDC2.12e-25-2.83e-010.1563
483ATP1B3GSM4909320HumanBreastIDC1.08e-03-3.81e-010.1575
483ATP1B3GSM4909321HumanBreastIDC2.05e-14-3.50e-010.1559
483ATP1B3brca1HumanBreastPrecancer6.08e-296.53e-01-0.0338
483ATP1B3brca2HumanBreastPrecancer5.64e-072.99e-01-0.024
483ATP1B3NCCBC14HumanBreastDCIS2.46e-07-2.38e-010.2021
483ATP1B3NCCBC5HumanBreastDCIS2.15e-07-1.47e-010.2046
483ATP1B3P1HumanBreastIDC3.38e-09-3.81e-010.1527
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:00508219BreastPrecancerprotein stabilization29/1080191/187231.67e-066.08e-0529
GO:00316479BreastPrecancerregulation of protein stability38/1080298/187233.73e-061.19e-0438
GO:00434624BreastPrecancerregulation of ATPase activity10/108046/187232.38e-043.57e-0310
GO:0030007BreastPrecancercellular potassium ion homeostasis5/108014/187238.17e-049.55e-035
GO:00324116BreastPrecancerpositive regulation of transporter activity16/1080120/187231.46e-031.51e-0216
GO:00347673BreastPrecancerpositive regulation of ion transmembrane transport19/1080167/187233.60e-032.98e-0219
GO:00327813BreastPrecancerpositive regulation of ATPase activity6/108027/187233.78e-033.04e-026
GO:00324143BreastPrecancerpositive regulation of ion transmembrane transporter activity14/1080109/187233.97e-033.15e-0214
GO:00109596BreastPrecancerregulation of metal ion transport37/1080406/187234.07e-033.22e-0237
GO:00228985BreastPrecancerregulation of transmembrane transporter activity27/1080278/187235.72e-034.11e-0227
GO:00300046BreastPrecancercellular monovalent inorganic cation homeostasis13/1080103/187236.26e-034.40e-0213
GO:003164714BreastIDCregulation of protein stability50/1434298/187231.14e-076.57e-0650
GO:005082114BreastIDCprotein stabilization35/1434191/187231.12e-065.04e-0535
GO:004346212BreastIDCregulation of ATPase activity12/143446/187231.31e-042.37e-0312
GO:001095913BreastIDCregulation of metal ion transport52/1434406/187231.76e-042.97e-0352
GO:003241111BreastIDCpositive regulation of transporter activity20/1434120/187237.64e-049.27e-0320
GO:00432703BreastIDCpositive regulation of ion transport36/1434275/187231.11e-031.22e-0236
GO:002289812BreastIDCregulation of transmembrane transporter activity36/1434278/187231.35e-031.40e-0236
GO:003241411BreastIDCpositive regulation of ion transmembrane transporter activity18/1434109/187231.53e-031.53e-0218
GO:003476711BreastIDCpositive regulation of ion transmembrane transport24/1434167/187232.07e-031.95e-0224
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0426016BreastPrecancerCardiac muscle contraction22/68487/84659.72e-071.62e-051.24e-0522
hsa0496110BreastPrecancerEndocrine and other factor-regulated calcium reabsorption11/68453/84652.92e-031.81e-021.39e-0211
hsa0497114BreastPrecancerGastric acid secretion13/68476/84657.35e-034.07e-023.12e-0213
hsa0426017BreastPrecancerCardiac muscle contraction22/68487/84659.72e-071.62e-051.24e-0522
hsa0496111BreastPrecancerEndocrine and other factor-regulated calcium reabsorption11/68453/84652.92e-031.81e-021.39e-0211
hsa0497115BreastPrecancerGastric acid secretion13/68476/84657.35e-034.07e-023.12e-0213
hsa0426022BreastIDCCardiac muscle contraction23/86787/84651.39e-051.61e-041.21e-0423
hsa0491916BreastIDCThyroid hormone signaling pathway23/867121/84652.45e-031.69e-021.27e-0223
hsa0497122BreastIDCGastric acid secretion16/86776/84653.80e-032.33e-021.74e-0216
hsa049704BreastIDCSalivary secretion18/86793/84655.69e-033.13e-022.34e-0218
hsa0496121BreastIDCEndocrine and other factor-regulated calcium reabsorption12/86753/84656.29e-033.30e-022.47e-0212
hsa0497812BreastIDCMineral absorption13/86760/84656.73e-033.42e-022.56e-0213
hsa0426032BreastIDCCardiac muscle contraction23/86787/84651.39e-051.61e-041.21e-0423
hsa0491917BreastIDCThyroid hormone signaling pathway23/867121/84652.45e-031.69e-021.27e-0223
hsa0497132BreastIDCGastric acid secretion16/86776/84653.80e-032.33e-021.74e-0216
hsa0497011BreastIDCSalivary secretion18/86793/84655.69e-033.13e-022.34e-0218
hsa0496131BreastIDCEndocrine and other factor-regulated calcium reabsorption12/86753/84656.29e-033.30e-022.47e-0212
hsa0497813BreastIDCMineral absorption13/86760/84656.73e-033.42e-022.56e-0213
hsa0426042BreastDCISCardiac muscle contraction22/84687/84653.08e-053.43e-042.53e-0422
hsa0491922BreastDCISThyroid hormone signaling pathway23/846121/84651.78e-031.22e-029.00e-0323
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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
ATP1B3SNVMissense_Mutationc.305N>Tp.Ser102Leup.S102LP54709protein_codingdeleterious(0.03)possibly_damaging(0.536)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
ATP1B3SNVMissense_Mutationnovelc.554N>Cp.Gly185Alap.G185AP54709protein_codingtolerated(0.06)probably_damaging(0.998)TCGA-MA-AA41-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ATP1B3SNVMissense_Mutationc.625N>Tp.Met209Leup.M209LP54709protein_codingtolerated(0.36)benign(0)TCGA-AA-3502-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ATP1B3SNVMissense_Mutationnovelc.752N>Cp.Lys251Thrp.K251TP54709protein_codingdeleterious(0)probably_damaging(0.909)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ATP1B3SNVMissense_Mutationnovelc.512N>Cp.Ile171Thrp.I171TP54709protein_codingdeleterious(0)possibly_damaging(0.608)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
ATP1B3SNVMissense_Mutationnovelc.325N>Ap.Asp109Asnp.D109NP54709protein_codingtolerated(0.55)possibly_damaging(0.499)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
ATP1B3insertionIn_Frame_Insnovelc.184_185insATGp.Leu62delinsHisValp.L62delinsHVP54709protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ATP1B3insertionFrame_Shift_Insnovelc.186_187insTGGCp.Gln63TrpfsTer7p.Q63Wfs*7P54709protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ATP1B3deletionFrame_Shift_Delc.658delNp.Lys221AsnfsTer26p.K221Nfs*26P54709protein_codingTCGA-AZ-4615-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaPD
ATP1B3SNVMissense_Mutationnovelc.301N>Cp.Thr101Prop.T101PP54709protein_codingtolerated(0.14)benign(0.295)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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
483ATP1B3ENZYME, TRANSPORTER, DRUGGABLE GENOMEinhibitorCHEMBL3545057ACETYLDIGITOXIN
483ATP1B3ENZYME, TRANSPORTER, DRUGGABLE GENOMEinhibitorCHEMBL254219DIGITOXIN
483ATP1B3ENZYME, TRANSPORTER, DRUGGABLE GENOMEinhibitorCHEMBL1614DESLANOSIDE
483ATP1B3ENZYME, TRANSPORTER, DRUGGABLE GENOMEinhibitorCHEMBL1751DIGOXIN
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