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: SERPINB3

Gene summary for SERPINB3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SERPINB3

Gene ID

6317

Gene nameserpin family B member 3
Gene AliasHsT1196
Cytomap18q21.33
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

P29508


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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
6317SERPINB3CA_HPV_1HumanCervixCC5.01e-20-6.87e-010.0264
6317SERPINB3CA_HPV_2HumanCervixCC3.51e-08-5.99e-010.0391
6317SERPINB3CA_HPV_3HumanCervixCC1.12e-05-4.43e-010.0414
6317SERPINB3HSIL_HPV_1HumanCervixHSIL_HPV1.32e-22-7.86e-010.0116
6317SERPINB3HSIL_HPV_2HumanCervixHSIL_HPV6.37e-19-7.36e-010.0208
6317SERPINB3N_HPV_1HumanCervixN_HPV9.55e-17-6.80e-010.0079
6317SERPINB3CCII_1HumanCervixCC2.45e-02-4.31e-010.3249
6317SERPINB3TumorHumanCervixCC4.18e-1191.37e+000.1241
6317SERPINB3sample3HumanCervixCC9.29e-971.25e+000.1387
6317SERPINB3L1HumanCervixCC3.01e-441.13e+000.0802
6317SERPINB3T3HumanCervixCC3.09e-991.28e+000.1389
6317SERPINB3LZE5THumanEsophagusESCC1.48e-051.27e+000.0514
6317SERPINB3LZE8THumanEsophagusESCC4.02e-053.41e-010.067
6317SERPINB3LZE20THumanEsophagusESCC1.26e-022.03e-010.0662
6317SERPINB3P4T-EHumanEsophagusESCC7.21e-128.10e-010.1323
6317SERPINB3P5T-EHumanEsophagusESCC2.07e-742.37e+000.1327
6317SERPINB3P8T-EHumanEsophagusESCC8.84e-056.21e-010.0889
6317SERPINB3P19T-EHumanEsophagusESCC7.48e-039.14e-010.1662
6317SERPINB3P23T-EHumanEsophagusESCC6.38e-252.44e+000.108
6317SERPINB3P26T-EHumanEsophagusESCC9.53e-097.43e-010.1276
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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
∗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:003287314CervixHSIL_HPVnegative regulation of stress-activated MAPK cascade7/73751/187233.65e-033.25e-027
GO:007030314CervixHSIL_HPVnegative regulation of stress-activated protein kinase signaling cascade7/73751/187233.65e-033.25e-027
GO:005254824CervixN_HPVregulation of endopeptidase activity36/534432/187239.74e-091.72e-0636
GO:005254724CervixN_HPVregulation of peptidase activity36/534461/187235.15e-085.59e-0636
GO:001603225CervixN_HPVviral process33/534415/187231.23e-071.15e-0533
GO:004440324CervixN_HPVbiological process involved in symbiotic interaction26/534290/187232.79e-072.12e-0526
GO:004586225CervixN_HPVpositive regulation of proteolysis29/534372/187231.08e-065.80e-0529
GO:004586124CervixN_HPVnegative regulation of proteolysis27/534351/187233.27e-061.36e-0427
GO:001095123CervixN_HPVnegative regulation of endopeptidase activity21/534252/187231.21e-054.05e-0421
GO:001046623CervixN_HPVnegative regulation of peptidase activity21/534262/187232.18e-056.16e-0421
GO:001905825CervixN_HPVviral life cycle23/534317/187234.35e-051.03e-0323
GO:005134624CervixN_HPVnegative regulation of hydrolase activity25/534379/187239.66e-051.97e-0325
GO:004440925CervixN_HPVentry into host14/534151/187231.10e-042.18e-0314
GO:005212625CervixN_HPVmovement in host environment15/534175/187231.53e-042.77e-0315
GO:001095223CervixN_HPVpositive regulation of peptidase activity16/534197/187231.75e-043.00e-0316
GO:001095023CervixN_HPVpositive regulation of endopeptidase activity15/534179/187231.96e-043.32e-0315
GO:005170125CervixN_HPVbiological process involved in interaction with host15/534203/187237.48e-049.41e-0315
GO:004671825CervixN_HPVviral entry into host cell12/534144/187238.76e-041.07e-0212
GO:003287323CervixN_HPVnegative regulation of stress-activated MAPK cascade6/53451/187233.17e-032.64e-026
GO:007030323CervixN_HPVnegative regulation of stress-activated protein kinase signaling cascade6/53451/187233.17e-032.64e-026
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa051465CervixCCAmoebiasis29/1267102/84653.31e-041.70e-031.01e-0329
hsa0514612CervixCCAmoebiasis29/1267102/84653.31e-041.70e-031.01e-0329
hsa051468Oral cavityOSCCAmoebiasis59/3704102/84652.78e-037.17e-033.65e-0359
hsa0514615Oral cavityOSCCAmoebiasis59/3704102/84652.78e-037.17e-033.65e-0359
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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
SERPINB3SNVMissense_Mutationc.1099N>Gp.His367Aspp.H367DP29508protein_codingdeleterious(0)probably_damaging(0.997)TCGA-B6-A0I9-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
SERPINB3SNVMissense_Mutationrs747263941c.1063N>Ap.Ser355Thrp.S355TP29508protein_codingtolerated(0.59)benign(0.001)TCGA-B6-A0RV-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
SERPINB3SNVMissense_Mutationrs143123968c.431G>Ap.Arg144Glnp.R144QP29508protein_codingtolerated(0.09)benign(0.394)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
SERPINB3SNVMissense_Mutationc.386N>Gp.Thr129Serp.T129SP29508protein_codingtolerated(0.05)benign(0.035)TCGA-E2-A158-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyarimidexSD
SERPINB3SNVMissense_Mutationnovelc.790N>Ap.Glu264Lysp.E264KP29508protein_codingtolerated(0.06)possibly_damaging(0.901)TCGA-XX-A89A-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SERPINB3SNVMissense_Mutationnovelc.1144N>Ap.Leu382Ilep.L382IP29508protein_codingdeleterious(0)probably_damaging(0.993)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SERPINB3SNVMissense_Mutationnovelc.792N>Cp.Glu264Aspp.E264DP29508protein_codingtolerated(0.12)benign(0.044)TCGA-FU-A40J-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycarboplatinCR
SERPINB3SNVMissense_Mutationrs750555422c.912N>Tp.Met304Ilep.M304IP29508protein_codingtolerated(0.11)benign(0.08)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
SERPINB3SNVMissense_Mutationc.1149N>Ap.Phe383Leup.F383LP29508protein_codingdeleterious(0)possibly_damaging(0.896)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SERPINB3SNVMissense_Mutationc.33N>Ap.Phe11Leup.F11LP29508protein_codingtolerated(0.09)benign(0.136)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
6317SERPINB3KINASE, PROTEASE INHIBITOR, DRUGGABLE GENOMEGONADOTROPINS8070597
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