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: SERPINB9

Gene summary for SERPINB9

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SERPINB9

Gene ID

5272

Gene nameserpin family B member 9
Gene AliasCAP-3
Cytomap6p25.2
Gene Typeprotein-coding
GO ID

GO:0001906

UniProtAcc

A0A024QZT4


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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
5272SERPINB9AEH-subject1HumanEndometriumAEH5.25e-491.05e+00-0.3059
5272SERPINB9AEH-subject2HumanEndometriumAEH8.31e-278.67e-01-0.2525
5272SERPINB9AEH-subject3HumanEndometriumAEH3.38e-175.76e-01-0.2576
5272SERPINB9AEH-subject4HumanEndometriumAEH3.76e-156.40e-01-0.2657
5272SERPINB9AEH-subject5HumanEndometriumAEH4.35e-062.57e-01-0.2953
5272SERPINB9EEC-subject1HumanEndometriumEEC2.42e-125.16e-01-0.2682
5272SERPINB9EEC-subject2HumanEndometriumEEC2.45e-185.56e-01-0.2607
5272SERPINB9EEC-subject3HumanEndometriumEEC2.86e-054.01e-01-0.2525
5272SERPINB9EEC-subject4HumanEndometriumEEC5.60e-114.41e-01-0.2571
5272SERPINB9EEC-subject5HumanEndometriumEEC5.55e-073.25e-01-0.249
5272SERPINB9C04HumanOral cavityOSCC4.84e-031.25e-010.2633
5272SERPINB9C21HumanOral cavityOSCC1.74e-084.84e-010.2678
5272SERPINB9C30HumanOral cavityOSCC2.55e-041.31e-010.3055
5272SERPINB9C06HumanOral cavityOSCC4.94e-036.25e-010.2699
5272SERPINB9LN46HumanOral cavityOSCC3.49e-063.64e-010.1666
5272SERPINB9EOLP-1HumanOral cavityEOLP3.59e-125.69e-01-0.0202
5272SERPINB9EOLP-2HumanOral cavityEOLP3.38e-124.12e-01-0.0203
5272SERPINB9NEOLP-2HumanOral cavityNEOLP3.31e-032.45e-01-0.0196
5272SERPINB9NEOLP-3HumanOral cavityNEOLP4.32e-043.19e-01-0.0191
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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:004440316EndometriumAEHbiological process involved in symbiotic interaction70/2100290/187233.26e-103.55e-0870
GO:005170116EndometriumAEHbiological process involved in interaction with host53/2100203/187232.48e-091.93e-0753
GO:005254716EndometriumAEHregulation of peptidase activity85/2100461/187232.47e-067.11e-0585
GO:005254816EndometriumAEHregulation of endopeptidase activity76/2100432/187234.42e-057.43e-0476
GO:004328116EndometriumAEHregulation of cysteine-type endopeptidase activity involved in apoptotic process43/2100209/187235.77e-059.10e-0443
GO:004586116EndometriumAEHnegative regulation of proteolysis63/2100351/187231.07e-041.53e-0363
GO:200011616EndometriumAEHregulation of cysteine-type endopeptidase activity46/2100235/187231.14e-041.62e-0346
GO:005134610EndometriumAEHnegative regulation of hydrolase activity65/2100379/187233.18e-043.57e-0365
GO:00518174EndometriumAEHmodulation of process of other organism involved in symbiotic interaction19/210081/187231.32e-031.12e-0219
GO:00026838EndometriumAEHnegative regulation of immune system process69/2100434/187231.76e-031.41e-0269
GO:00358216EndometriumAEHmodulation of process of other organism21/2100106/187236.61e-033.90e-0221
GO:001046610EndometriumAEHnegative regulation of peptidase activity43/2100262/187236.78e-033.95e-0243
GO:004440317EndometriumEECbiological process involved in symbiotic interaction73/2168290/187237.47e-119.95e-0973
GO:005170117EndometriumEECbiological process involved in interaction with host54/2168203/187232.67e-092.01e-0754
GO:005254717EndometriumEECregulation of peptidase activity91/2168461/187232.00e-078.93e-0691
GO:004586117EndometriumEECnegative regulation of proteolysis72/2168351/187238.46e-072.98e-0572
GO:005254817EndometriumEECregulation of endopeptidase activity82/2168432/187233.96e-061.04e-0482
GO:004328117EndometriumEECregulation of cysteine-type endopeptidase activity involved in apoptotic process46/2168209/187231.20e-052.46e-0446
GO:005134615EndometriumEECnegative regulation of hydrolase activity72/2168379/187231.46e-052.87e-0472
GO:200011617EndometriumEECregulation of cysteine-type endopeptidase activity49/2168235/187232.91e-055.08e-0449
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa051466EndometriumAEHAmoebiasis29/1197102/84651.22e-041.10e-038.06e-0429
hsa0514613EndometriumAEHAmoebiasis29/1197102/84651.22e-041.10e-038.06e-0429
hsa0514622EndometriumEECAmoebiasis28/1237102/84655.23e-043.83e-032.85e-0328
hsa0514632EndometriumEECAmoebiasis28/1237102/84655.23e-043.83e-032.85e-0328
hsa051468Oral cavityOSCCAmoebiasis59/3704102/84652.78e-037.17e-033.65e-0359
hsa0514615Oral cavityOSCCAmoebiasis59/3704102/84652.78e-037.17e-033.65e-0359
hsa0514623Oral cavityEOLPAmoebiasis26/1218102/84652.09e-037.03e-034.15e-0326
hsa0514633Oral cavityEOLPAmoebiasis26/1218102/84652.09e-037.03e-034.15e-0326
hsa0514641Oral cavityNEOLPAmoebiasis26/1112102/84655.36e-043.05e-031.92e-0326
hsa0514651Oral cavityNEOLPAmoebiasis26/1112102/84655.36e-043.05e-031.92e-0326
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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
SERPINB9SNVMissense_Mutationc.190N>Ap.Glu64Lysp.E64KP50453protein_codingtolerated(0.42)benign(0.005)TCGA-A1-A0SO-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapySD
SERPINB9SNVMissense_Mutationrs770929943c.989N>Tp.Ala330Valp.A330VP50453protein_codingtolerated(0.06)benign(0.226)TCGA-EW-A2FS-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapygoserelinSD
SERPINB9SNVMissense_Mutationc.14N>Tp.Ser5Phep.S5FP50453protein_codingtolerated(0.09)probably_damaging(0.961)TCGA-GM-A2DI-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
SERPINB9insertionFrame_Shift_Insnovelc.141_142insCCCAACATCTCTACTAAAAATACAAAAATTAGCCAGGTp.Gly48ProfsTer26p.G48Pfs*26P50453protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SERPINB9insertionNonsense_Mutationnovelc.198_199insGGTCTCAAGTGATCCTCCTGCCTGTTGGGATTACAGATGTGAGCp.His67GlyfsTer4p.H67Gfs*4P50453protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SERPINB9insertionFrame_Shift_Insnovelc.568_569insCCTCTp.Glu190AlafsTer10p.E190Afs*10P50453protein_codingTCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SERPINB9SNVMissense_Mutationc.14C>Gp.Ser5Cysp.S5CP50453protein_codingtolerated(0.3)benign(0.123)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SERPINB9SNVMissense_Mutationc.95N>Ap.Pro32Hisp.P32HP50453protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SERPINB9SNVMissense_Mutationc.487N>Gp.Asn163Aspp.N163DP50453protein_codingdeleterious(0.01)possibly_damaging(0.603)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SERPINB9SNVMissense_Mutationrs555422802c.215C>Tp.Ser72Leup.S72LP50453protein_codingtolerated(0.15)benign(0.013)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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