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: PRSS8

Gene summary for PRSS8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PRSS8

Gene ID

5652

Gene nameserine protease 8
Gene AliasCAP1
Cytomap16p11.2
Gene Typeprotein-coding
GO ID

GO:0002028

UniProtAcc

Q16651


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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
5652PRSS8GSM4909281HumanBreastIDC3.14e-02-2.51e-010.21
5652PRSS8GSM4909282HumanBreastIDC9.37e-07-3.21e-01-0.0288
5652PRSS8GSM4909285HumanBreastIDC2.89e-15-4.22e-010.21
5652PRSS8GSM4909286HumanBreastIDC2.66e-08-3.88e-010.1081
5652PRSS8GSM4909287HumanBreastIDC1.85e-10-3.46e-010.2057
5652PRSS8GSM4909288HumanBreastIDC8.29e-04-4.37e-010.0988
5652PRSS8GSM4909290HumanBreastIDC3.57e-02-2.56e-010.2096
5652PRSS8GSM4909293HumanBreastIDC4.52e-03-9.51e-020.1581
5652PRSS8GSM4909294HumanBreastIDC2.43e-07-3.63e-010.2022
5652PRSS8GSM4909296HumanBreastIDC1.12e-11-3.16e-010.1524
5652PRSS8GSM4909297HumanBreastIDC4.51e-14-3.92e-010.1517
5652PRSS8GSM4909298HumanBreastIDC1.37e-06-2.67e-010.1551
5652PRSS8GSM4909304HumanBreastIDC5.16e-05-3.99e-010.1636
5652PRSS8GSM4909307HumanBreastIDC5.75e-04-2.99e-010.1569
5652PRSS8GSM4909308HumanBreastIDC1.98e-03-2.63e-010.158
5652PRSS8GSM4909309HumanBreastIDC1.17e-02-2.01e-010.0483
5652PRSS8GSM4909311HumanBreastIDC8.62e-26-3.87e-010.1534
5652PRSS8GSM4909312HumanBreastIDC7.62e-16-3.52e-010.1552
5652PRSS8GSM4909313HumanBreastIDC6.97e-04-1.20e-010.0391
5652PRSS8GSM4909315HumanBreastIDC6.71e-09-4.07e-010.21
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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
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
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:00109596BreastPrecancerregulation of metal ion transport37/1080406/187234.07e-033.22e-0237
GO:001095913BreastIDCregulation of metal ion transport52/1434406/187231.76e-042.97e-0352
GO:00432703BreastIDCpositive regulation of ion transport36/1434275/187231.11e-031.22e-0236
GO:001095921BreastDCISregulation of metal ion transport50/1390406/187232.86e-044.22e-0350
GO:004327011BreastDCISpositive regulation of ion transport34/1390275/187232.35e-032.13e-0234
GO:00020288CervixCCregulation of sodium ion transport21/231190/187232.71e-031.85e-0221
GO:001095914EndometriumEECregulation of metal ion transport70/2168406/187234.12e-044.35e-0370
GO:001076512EndometriumEECpositive regulation of sodium ion transport11/216835/187231.44e-031.17e-0211
GO:00020289EndometriumEECregulation of sodium ion transport20/216890/187232.92e-032.06e-0220
GO:00107656LiverCirrhoticpositive regulation of sodium ion transport17/463435/187231.93e-031.21e-0217
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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
PRSS8SNVMissense_Mutationnovelc.665N>Gp.Val222Glyp.V222GQ16651protein_codingdeleterious(0)probably_damaging(0.922)TCGA-BH-A0HA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PRSS8insertionFrame_Shift_Insrs769337133c.534_535insCp.Ser179LeufsTer21p.S179Lfs*21Q16651protein_codingTCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PRSS8insertionFrame_Shift_Insnovelc.579_580insGTCTCGATCTp.Pro194ValfsTer9p.P194Vfs*9Q16651protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PRSS8insertionFrame_Shift_Insnovelc.577_578insGGTTTCGCCACGTTGGCCAGGAp.Val193GlyfsTer14p.V193Gfs*14Q16651protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PRSS8SNVMissense_Mutationrs757490302c.599C>Tp.Thr200Metp.T200MQ16651protein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PRSS8SNVMissense_Mutationrs778802523c.671N>Tp.Ala224Valp.A224VQ16651protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PRSS8SNVMissense_Mutationc.841N>Gp.Ile281Valp.I281VQ16651protein_codingdeleterious(0)probably_damaging(0.981)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
PRSS8SNVMissense_Mutationrs779230970c.592C>Tp.Arg198Cysp.R198CQ16651protein_codingdeleterious(0.01)probably_damaging(0.988)TCGA-AA-A01D-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapycapecitabinePD
PRSS8SNVMissense_Mutationc.802N>Tp.Pro268Serp.P268SQ16651protein_codingdeleterious(0)probably_damaging(1)TCGA-G4-6309-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaPD
PRSS8deletionFrame_Shift_Delc.883delNp.Gln295LysfsTer27p.Q295Kfs*27Q16651protein_codingTCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=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
5652PRSS8DRUGGABLE GENOME, PROTEASE, ENZYME, CLINICALLY ACTIONABLEinhibitor223366189
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