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: SERPINA10

Gene summary for SERPINA10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SERPINA10

Gene ID

51156

Gene nameserpin family A member 10
Gene AliasPZI
Cytomap14q32.13
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

A0A024R6I6


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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
51156SERPINA10NAFLD1HumanLiverNAFLD2.08e-033.26e-01-0.04
51156SERPINA10HCC1_MengHumanLiverHCC5.85e-692.18e-010.0246
51156SERPINA10HCC2HumanLiverHCC1.94e-082.63e+000.5341
51156SERPINA10Pt13.bHumanLiverHCC1.90e-021.07e-010.0251
51156SERPINA10Pt14.bHumanLiverHCC3.99e-032.35e-010.018
51156SERPINA10S014HumanLiverHCC4.62e-259.12e-010.2254
51156SERPINA10S015HumanLiverHCC1.85e-241.12e+000.2375
51156SERPINA10S016HumanLiverHCC3.00e-269.27e-010.2243
51156SERPINA10S028HumanLiverHCC1.07e-074.42e-010.2503
51156SERPINA10S029HumanLiverHCC1.49e-156.40e-010.2581
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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
∗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:00420607LiverNAFLDwound healing84/1882422/187236.56e-101.37e-0784
GO:00075994LiverNAFLDhemostasis49/1882222/187239.23e-087.59e-0649
GO:00075964LiverNAFLDblood coagulation48/1882217/187231.16e-078.81e-0648
GO:00508174LiverNAFLDcoagulation48/1882222/187232.40e-071.61e-0548
GO:00458617LiverNAFLDnegative regulation of proteolysis66/1882351/187234.02e-072.58e-0566
GO:00513467LiverNAFLDnegative regulation of hydrolase activity62/1882379/187238.11e-051.66e-0362
GO:00525477LiverNAFLDregulation of peptidase activity72/1882461/187231.03e-042.03e-0372
GO:00525487LiverNAFLDregulation of endopeptidase activity67/1882432/187232.17e-043.70e-0367
GO:00508787LiverNAFLDregulation of body fluid levels60/1882379/187232.61e-044.23e-0360
GO:00109517LiverNAFLDnegative regulation of endopeptidase activity42/1882252/187237.29e-049.29e-0342
GO:00104667LiverNAFLDnegative regulation of peptidase activity43/1882262/187238.76e-041.07e-0243
GO:005254722LiverHCCregulation of peptidase activity247/7958461/187238.28e-071.27e-05247
GO:005254822LiverHCCregulation of endopeptidase activity230/7958432/187233.58e-064.68e-05230
GO:004586122LiverHCCnegative regulation of proteolysis186/7958351/187234.19e-054.11e-04186
GO:004206022LiverHCCwound healing219/7958422/187235.34e-055.04e-04219
GO:005134622LiverHCCnegative regulation of hydrolase activity195/7958379/187232.44e-041.82e-03195
GO:00075962LiverHCCblood coagulation118/7958217/187232.63e-041.94e-03118
GO:00075992LiverHCChemostasis119/7958222/187235.25e-043.41e-03119
GO:00508172LiverHCCcoagulation118/7958222/187238.41e-045.03e-03118
GO:005087822LiverHCCregulation of body fluid levels191/7958379/187231.06e-036.11e-03191
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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
SERPINA10SNVMissense_Mutationc.804N>Tp.Met268Ilep.M268IQ9UK55protein_codingdeleterious(0.01)possibly_damaging(0.846)TCGA-B6-A0IK-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
SERPINA10SNVMissense_Mutationc.1250N>Tp.Asp417Valp.D417VQ9UK55protein_codingdeleterious(0)benign(0.358)TCGA-C8-A12V-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SERPINA10SNVMissense_Mutationnovelc.1135N>Cp.Val379Leup.V379LQ9UK55protein_codingdeleterious(0.05)benign(0.029)TCGA-LL-A7T0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SERPINA10SNVMissense_Mutationc.579N>Ap.Met193Ilep.M193IQ9UK55protein_codingtolerated(0.21)benign(0.005)TCGA-DG-A2KH-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SERPINA10SNVMissense_Mutationc.838G>Cp.Asp280Hisp.D280HQ9UK55protein_codingdeleterious(0)probably_damaging(1)TCGA-FU-A3HY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SERPINA10SNVMissense_Mutationc.565N>Cp.Glu189Glnp.E189QQ9UK55protein_codingdeleterious(0.04)benign(0.251)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SERPINA10SNVMissense_Mutationnovelc.815N>Ap.Ala272Glup.A272EQ9UK55protein_codingtolerated(0.82)benign(0)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
SERPINA10SNVMissense_Mutationrs142013081c.1156N>Gp.Thr386Alap.T386AQ9UK55protein_codingtolerated(1)benign(0)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SERPINA10SNVMissense_Mutationrs533103231c.571N>Ap.Val191Metp.V191MQ9UK55protein_codingtolerated(0.07)possibly_damaging(0.907)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SERPINA10SNVMissense_Mutationnovelc.1230N>Ap.Met410Ilep.M410IQ9UK55protein_codingdeleterious(0.04)benign(0.019)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<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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