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: HPN

Gene summary for HPN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HPN

Gene ID

3249

Gene namehepsin
Gene AliasTMPRSS1
Cytomap19q13.11
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

A0A140VJK9


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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
3249HPNNAFLD1HumanLiverNAFLD3.97e-161.41e+00-0.04
3249HPNS43HumanLiverCirrhotic1.63e-13-2.72e-01-0.0187
3249HPNHCC1_MengHumanLiverHCC2.76e-76-4.64e-020.0246
3249HPNHCC2_MengHumanLiverHCC1.48e-14-3.86e-010.0107
3249HPNcirrhotic1HumanLiverCirrhotic1.03e-07-2.23e-010.0202
3249HPNcirrhotic2HumanLiverCirrhotic1.02e-06-1.54e-010.0201
3249HPNcirrhotic3HumanLiverCirrhotic6.16e-03-2.40e-010.0215
3249HPNHCC2HumanLiverHCC1.51e-153.60e+000.5341
3249HPNPt13.aHumanLiverHCC2.93e-02-1.33e-010.021
3249HPNPt13.bHumanLiverHCC7.69e-271.98e-020.0251
3249HPNPt14.aHumanLiverHCC6.99e-051.28e-010.0169
3249HPNPt14.bHumanLiverHCC5.71e-077.69e-020.018
3249HPNS027HumanLiverHCC4.27e-201.90e+000.2446
3249HPNS028HumanLiverHCC1.10e-381.98e+000.2503
3249HPNS029HumanLiverHCC3.43e-402.54e+000.2581
3249HPNmale-WTAHumanThyroidPTC5.31e-354.60e-010.1037
3249HPNPTC01HumanThyroidPTC7.69e-264.86e-010.1899
3249HPNPTC03HumanThyroidPTC5.36e-043.63e-010.1784
3249HPNPTC04HumanThyroidPTC3.27e-072.05e-010.1927
3249HPNPTC05HumanThyroidPTC1.42e-269.08e-010.2065
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:003003815EndometriumAEHcontractile actin filament bundle assembly28/2100106/187231.08e-052.45e-0428
GO:004314915EndometriumAEHstress fiber assembly28/2100106/187231.08e-052.45e-0428
GO:005149216EndometriumAEHregulation of stress fiber assembly24/210091/187234.61e-057.68e-0424
GO:011002016EndometriumAEHregulation of actomyosin structure organization25/2100100/187238.41e-051.25e-0325
GO:001063910EndometriumAEHnegative regulation of organelle organization61/2100348/187232.65e-043.09e-0361
GO:00514949EndometriumAEHnegative regulation of cytoskeleton organization32/2100163/187231.12e-039.74e-0332
GO:00322325EndometriumAEHnegative regulation of actin filament bundle assembly10/210035/187234.04e-032.69e-0210
GO:00514975EndometriumAEHnegative regulation of stress fiber assembly9/210032/187237.02e-034.07e-029
GO:003297017EndometriumEECregulation of actin filament-based process89/2168397/187234.76e-104.76e-0889
GO:000701517EndometriumEECactin filament organization95/2168442/187231.31e-091.09e-0795
GO:190290317EndometriumEECregulation of supramolecular fiber organization82/2168383/187232.11e-081.25e-0682
GO:003295617EndometriumEECregulation of actin cytoskeleton organization77/2168358/187234.62e-082.52e-0677
GO:003103214EndometriumEECactomyosin structure organization46/2168196/187231.94e-065.80e-0546
GO:011005317EndometriumEECregulation of actin filament organization59/2168278/187232.62e-067.53e-0559
GO:190290415EndometriumEECnegative regulation of supramolecular fiber organization40/2168167/187235.23e-061.28e-0440
GO:005101717EndometriumEECactin filament bundle assembly37/2168157/187231.71e-053.26e-0437
GO:006157217EndometriumEECactin filament bundle organization37/2168161/187233.09e-055.34e-0437
GO:003003816EndometriumEECcontractile actin filament bundle assembly27/2168106/187235.47e-058.64e-0427
GO:004314916EndometriumEECstress fiber assembly27/2168106/187235.47e-058.64e-0427
GO:001063915EndometriumEECnegative regulation of organelle organization64/2168348/187231.15e-041.55e-0364
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05203LiverCirrhoticViral carcinogenesis76/2530204/84651.34e-024.20e-022.59e-0276
hsa052031LiverCirrhoticViral carcinogenesis76/2530204/84651.34e-024.20e-022.59e-0276
hsa052032LiverHCCViral carcinogenesis117/4020204/84652.68e-038.98e-035.00e-03117
hsa052033LiverHCCViral carcinogenesis117/4020204/84652.68e-038.98e-035.00e-03117
hsa0520323ProstateTumorViral carcinogenesis70/1791204/84657.53e-066.56e-054.07e-0570
hsa0520333ProstateTumorViral carcinogenesis70/1791204/84657.53e-066.56e-054.07e-0570
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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
HPNSNVMissense_Mutationnovelc.1232N>Ap.Ser411Asnp.S411NP05981protein_codingtolerated(0.22)benign(0)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HPNSNVMissense_Mutationc.721N>Tp.Gly241Trpp.G241WP05981protein_codingdeleterious(0)probably_damaging(0.992)TCGA-EW-A6S9-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HPNSNVMissense_Mutationrs751620154c.484N>Tp.Arg162Cysp.R162CP05981protein_codingdeleterious(0)probably_damaging(0.961)TCGA-PE-A5DD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyCR
HPNSNVMissense_Mutationnovelc.281G>Tp.Gly94Valp.G94VP05981protein_codingdeleterious(0)probably_damaging(1)TCGA-S3-AA10-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanCR
HPNinsertionFrame_Shift_Insnovelc.105_118+8dupATCCTGGGCCATTGGTGAGAGCP05981protein_codingTCGA-B6-A0I6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
HPNSNVMissense_Mutationnovelc.407N>Tp.Ser136Phep.S136FP05981protein_codingtolerated(0.68)benign(0.007)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HPNSNVMissense_Mutationrs753366151c.1223N>Tp.Ser408Phep.S408FP05981protein_codingdeleterious(0.02)possibly_damaging(0.806)TCGA-EK-A3GM-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
HPNSNVMissense_Mutationc.341C>Tp.Thr114Metp.T114MP05981protein_codingdeleterious(0.01)probably_damaging(0.979)TCGA-AA-3489-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
HPNSNVMissense_Mutationrs374894952c.641N>Ap.Arg214Glnp.R214QP05981protein_codingtolerated(0.07)benign(0.089)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
HPNSNVMissense_Mutationc.112G>Cp.Ala38Prop.A38PP05981protein_codingdeleterious(0.01)possibly_damaging(0.694)TCGA-CM-6171-01Colorectumcolon 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
3249HPNDRUGGABLE GENOME, PROTEASE, CELL SURFACEBENTIROMIDEBENTIROMIDE
3249HPNDRUGGABLE GENOME, PROTEASE, CELL SURFACEAC1LFXA6
3249HPNDRUGGABLE GENOME, PROTEASE, CELL SURFACEN-Methyl-D-aspartic acid
3249HPNDRUGGABLE GENOME, PROTEASE, CELL SURFACEMeclizineMECLIZINE
3249HPNDRUGGABLE GENOME, PROTEASE, CELL SURFACEBENTIROMIDEBENTIROMIDE
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