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: POMP

Gene summary for POMP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

POMP

Gene ID

51371

Gene nameproteasome maturation protein
Gene AliasC13orf12
Cytomap13q12.3
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

Q9Y244


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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
51371POMPGSM4909281HumanBreastIDC4.02e-113.43e-010.21
51371POMPGSM4909282HumanBreastIDC4.27e-021.66e-01-0.0288
51371POMPGSM4909285HumanBreastIDC2.16e-194.28e-010.21
51371POMPGSM4909288HumanBreastIDC7.18e-072.30e-010.0988
51371POMPGSM4909294HumanBreastIDC9.50e-141.18e-010.2022
51371POMPGSM4909296HumanBreastIDC9.63e-14-1.24e-010.1524
51371POMPGSM4909297HumanBreastIDC4.96e-253.50e-020.1517
51371POMPGSM4909298HumanBreastIDC9.31e-032.23e-010.1551
51371POMPGSM4909306HumanBreastIDC9.43e-031.35e-010.1564
51371POMPGSM4909311HumanBreastIDC3.36e-47-3.73e-010.1534
51371POMPGSM4909312HumanBreastIDC2.11e-19-1.65e-010.1552
51371POMPGSM4909315HumanBreastIDC3.12e-041.39e-010.21
51371POMPGSM4909316HumanBreastIDC7.46e-062.06e-010.21
51371POMPGSM4909317HumanBreastIDC5.17e-194.72e-010.1355
51371POMPGSM4909318HumanBreastIDC4.11e-145.86e-010.2031
51371POMPGSM4909319HumanBreastIDC1.94e-57-4.32e-010.1563
51371POMPGSM4909320HumanBreastIDC1.95e-05-2.22e-010.1575
51371POMPGSM4909321HumanBreastIDC2.52e-291.12e-010.1559
51371POMPbrca1HumanBreastPrecancer1.06e-285.10e-01-0.0338
51371POMPbrca2HumanBreastPrecancer6.15e-375.23e-01-0.024
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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:004324811EsophagusESCCproteasome assembly11/855212/187231.26e-036.06e-0311
GO:0043248LiverCirrhoticproteasome assembly9/463412/187233.59e-043.03e-039
GO:00432481LiverHCCproteasome assembly12/795812/187233.46e-053.45e-0412
GO:00432482Oral cavityOSCCproteasome assembly11/730512/187232.45e-041.57e-0311
GO:00432484SkincSCCproteasome assembly10/486412/187235.36e-055.38e-0410
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0305010BreastPrecancerProteasome25/68446/84654.35e-169.81e-157.52e-1525
hsa0305013BreastPrecancerProteasome25/68446/84654.35e-169.81e-157.52e-1525
hsa0305022LiverHCCProteasome43/402046/84652.62e-114.61e-102.56e-1043
hsa0305032LiverHCCProteasome43/402046/84652.62e-114.61e-102.56e-1043
hsa0305020Oral cavityOSCCProteasome42/370446/84651.32e-112.01e-101.02e-1042
hsa03050110Oral cavityOSCCProteasome42/370446/84651.32e-112.01e-101.02e-1042
hsa0305026Oral cavityLPProteasome41/241846/84651.05e-173.17e-162.05e-1641
hsa0305036Oral cavityLPProteasome41/241846/84651.05e-173.17e-162.05e-1641
hsa0305018ProstateBPHProteasome28/171846/84652.01e-092.89e-081.79e-0828
hsa0305019ProstateBPHProteasome28/171846/84652.01e-092.89e-081.79e-0828
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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
POMPSNVMissense_Mutationc.12A>Tp.Arg4Serp.R4SQ9Y244protein_codingtolerated_low_confidence(0.08)benign(0.073)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
POMPSNVMissense_Mutationc.396N>Cp.Leu132Phep.L132FQ9Y244protein_codingtolerated(0.05)benign(0.443)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
POMPSNVMissense_Mutationc.373N>Ap.Glu125Lysp.E125KQ9Y244protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
POMPSNVMissense_Mutationnovelc.34G>Tp.Asp12Tyrp.D12YQ9Y244protein_codingdeleterious_low_confidence(0)possibly_damaging(0.879)TCGA-VS-A9V4-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
POMPSNVMissense_Mutationrs148838797c.112N>Cp.Val38Leup.V38LQ9Y244protein_codingdeleterious(0.01)benign(0.159)TCGA-AG-A00C-01Colorectumrectum adenocarcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
POMPSNVMissense_Mutationc.373G>Ap.Glu125Lysp.E125KQ9Y244protein_codingdeleterious(0)probably_damaging(0.997)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
POMPSNVMissense_Mutationc.86N>Cp.Asp29Alap.D29AQ9Y244protein_codingdeleterious(0)possibly_damaging(0.833)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
POMPSNVMissense_Mutationnovelc.392N>Tp.His131Leup.H131LQ9Y244protein_codingdeleterious(0.04)possibly_damaging(0.773)TCGA-AP-A0LS-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
POMPSNVMissense_Mutationc.380N>Cp.Met127Thrp.M127TQ9Y244protein_codingdeleterious(0)benign(0.029)TCGA-B5-A11J-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
POMPSNVMissense_Mutationnovelc.35N>Gp.Asp12Glyp.D12GQ9Y244protein_codingtolerated_low_confidence(0.06)benign(0.283)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=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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