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: F5

Gene summary for F5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

F5

Gene ID

2153

Gene namecoagulation factor V
Gene AliasFVL
Cytomap1q24.2
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

P12259


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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
2153F5NAFLD1HumanLiverNAFLD2.36e-141.30e+00-0.04
2153F5S43HumanLiverCirrhotic7.16e-061.41e-01-0.0187
2153F5HCC1_MengHumanLiverHCC5.06e-97-7.26e-020.0246
2153F5HCC2_MengHumanLiverHCC1.66e-27-1.89e-010.0107
2153F5cirrhotic1HumanLiverCirrhotic4.04e-09-3.08e-010.0202
2153F5cirrhotic2HumanLiverCirrhotic3.27e-10-2.70e-010.0201
2153F5cirrhotic3HumanLiverCirrhotic2.56e-07-1.14e-010.0215
2153F5HCC1HumanLiverHCC1.21e-346.43e+000.5336
2153F5HCC2HumanLiverHCC4.56e-344.38e+000.5341
2153F5HCC5HumanLiverHCC7.21e-043.72e+000.4932
2153F5Pt13.aHumanLiverHCC5.64e-06-1.36e-010.021
2153F5Pt13.bHumanLiverHCC1.32e-06-1.78e-010.0251
2153F5Pt14.aHumanLiverHCC4.03e-067.07e-020.0169
2153F5Pt14.bHumanLiverHCC2.04e-026.43e-020.018
2153F5Pt14.dHumanLiverHCC3.40e-06-7.53e-020.0143
2153F5S014HumanLiverHCC1.60e-201.49e+000.2254
2153F5S015HumanLiverHCC1.05e-151.38e+000.2375
2153F5S016HumanLiverHCC5.00e-191.25e+000.2243
2153F5S027HumanLiverHCC1.52e-111.18e+000.2446
2153F5S028HumanLiverHCC1.29e-251.29e+000.2503
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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:004348721LiverHCCregulation of RNA stability119/7958170/187233.20e-131.71e-11119
GO:003459922LiverHCCcellular response to oxidative stress183/7958288/187233.65e-131.93e-11183
GO:003286921LiverHCCcellular response to insulin stimulus137/7958203/187234.69e-132.44e-11137
GO:001648221LiverHCCcytosolic transport117/7958168/187238.83e-134.48e-11117
GO:004343422LiverHCCresponse to peptide hormone247/7958414/187239.55e-134.77e-11247
GO:004348821LiverHCCregulation of mRNA stability110/7958158/187234.36e-121.93e-10110
GO:006101321LiverHCCregulation of mRNA catabolic process114/7958166/187237.38e-123.12e-10114
GO:000989522LiverHCCnegative regulation of catabolic process196/7958320/187237.98e-123.35e-10196
GO:004572712LiverHCCpositive regulation of translation97/7958136/187238.51e-123.55e-1097
GO:007265921LiverHCCprotein localization to plasma membrane177/7958284/187231.02e-114.18e-10177
GO:000030222LiverHCCresponse to reactive oxygen species144/7958222/187231.24e-115.09e-10144
GO:000020921LiverHCCprotein polyubiquitination151/7958236/187231.90e-117.59e-10151
GO:007137521LiverHCCcellular response to peptide hormone stimulus179/7958290/187232.54e-119.88e-10179
GO:003133022LiverHCCnegative regulation of cellular catabolic process164/7958262/187233.52e-111.35e-09164
GO:003425022LiverHCCpositive regulation of cellular amide metabolic process110/7958162/187235.14e-111.92e-09110
GO:199077821LiverHCCprotein localization to cell periphery200/7958333/187236.07e-112.23e-09200
GO:000644622LiverHCCregulation of translational initiation62/795879/187236.85e-112.48e-0962
GO:000703311LiverHCCvacuole organization119/7958180/187231.22e-104.25e-09119
GO:190290322LiverHCCregulation of supramolecular fiber organization224/7958383/187231.54e-105.33e-09224
GO:004254222LiverHCCresponse to hydrogen peroxide100/7958146/187231.79e-106.15e-09100
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04610LiverNAFLDComplement and coagulation cascades35/104386/84652.48e-112.04e-091.64e-0935
hsa046101LiverNAFLDComplement and coagulation cascades35/104386/84652.48e-112.04e-091.64e-0935
hsa046102LiverCirrhoticComplement and coagulation cascades48/253086/84654.41e-075.44e-063.35e-0648
hsa046103LiverCirrhoticComplement and coagulation cascades48/253086/84654.41e-075.44e-063.35e-0648
hsa046104LiverHCCComplement and coagulation cascades57/402086/84653.19e-041.45e-038.04e-0457
hsa046105LiverHCCComplement and coagulation cascades57/402086/84653.19e-041.45e-038.04e-0457
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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
F5SNVMissense_Mutationnovelc.4241N>Tp.Asp1414Valp.D1414VP12259protein_codingdeleterious_low_confidence(0.04)benign(0.209)TCGA-A2-A4RW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
F5SNVMissense_Mutationnovelc.3913N>Gp.Pro1305Alap.P1305AP12259protein_codingdeleterious_low_confidence(0.03)benign(0.265)TCGA-A2-A4RW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
F5SNVMissense_Mutationnovelc.1495C>Ap.Gln499Lysp.Q499KP12259protein_codingdeleterious(0.02)possibly_damaging(0.541)TCGA-A7-A0DB-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
F5SNVMissense_Mutationc.6397N>Tp.Ile2133Leup.I2133LP12259protein_codingdeleterious(0.02)possibly_damaging(0.622)TCGA-A8-A06Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
F5SNVMissense_Mutationc.6396N>Tp.Lys2132Asnp.K2132NP12259protein_codingdeleterious(0)probably_damaging(0.996)TCGA-A8-A07L-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyCR
F5SNVMissense_Mutationnovelc.4087N>Ap.His1363Asnp.H1363NP12259protein_codingtolerated_low_confidence(0.14)benign(0.023)TCGA-A8-A08R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
F5SNVMissense_Mutationnovelc.4086N>Ap.Ser1362Argp.S1362RP12259protein_codingtolerated_low_confidence(0.09)benign(0.168)TCGA-A8-A08R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
F5SNVMissense_Mutationc.622G>Cp.Asp208Hisp.D208HP12259protein_codingtolerated(0.13)benign(0.123)TCGA-A8-A09G-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
F5SNVMissense_Mutationc.1447N>Ap.Tyr483Asnp.Y483NP12259protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A8-A09I-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
F5SNVMissense_Mutationnovelc.5676N>Cp.Gln1892Hisp.Q1892HP12259protein_codingdeleterious(0.04)probably_damaging(0.999)TCGA-AC-A3BB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanCR
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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
2153F5DRUGGABLE GENOMEdrotrecogin alfa15118525
2153F5DRUGGABLE GENOMErivaroxabanRIVAROXABAN
2153F5DRUGGABLE GENOMERivaroxabanRIVAROXABAN
2153F5DRUGGABLE GENOMEestrogensESTRONE SODIUM SULFATE11532625,16113779,12067913,12869355,16301339,9459317,10073976,15467059,11859850,10943572,12069454,12138364,14551147,7968118,11703344
2153F5DRUGGABLE GENOMEDrotrecogin alfa
2153F5DRUGGABLE GENOMEEltrombopagELTROMBOPAG
2153F5DRUGGABLE GENOMEDROTRECOGIN ALFA
2153F5DRUGGABLE GENOMEhormonal contraceptives for systemic use11532625,16113779,15208046,15946211,12869355,16301339,9459317,10073976,15467059,11859850,10943572,12069454,16769590,12138364,14551147,7968118
2153F5DRUGGABLE GENOMEinhibitorCHEMBL2109065DROTRECOGIN ALFA (ACTIVATED)
2153F5DRUGGABLE GENOMETHROMBINTHROMBIN
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