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:000751911ProstateTumorskeletal muscle tissue development39/3246155/187238.64e-033.75e-0239
GO:00713464ProstateTumorcellular response to interferon-gamma31/3246118/187239.53e-034.09e-0231
GO:190230515ProstateTumorregulation of sodium ion transmembrane transport20/324668/187239.64e-034.10e-0220
GO:00016541ProstateTumoreye development82/3246371/187231.02e-024.27e-0282
GO:006117812ProstateTumorregulation of insulin secretion involved in cellular response to glucose stimulus19/324664/187231.03e-024.31e-0219
GO:009951811ProstateTumorvesicle cytoskeletal trafficking21/324673/187231.06e-024.41e-0221
GO:00605751ProstateTumorintestinal epithelial cell differentiation9/324623/187231.11e-024.56e-029
GO:00219553ProstateTumorcentral nervous system neuron axonogenesis12/324635/187231.18e-024.83e-0212
GO:007132216ProstateTumorcellular response to carbohydrate stimulus40/3246163/187231.21e-024.93e-0240
GO:000218128SkinAKcytoplasmic translation101/1910148/187235.98e-653.54e-61101
GO:002261328SkinAKribonucleoprotein complex biogenesis108/1910463/187238.48e-176.27e-14108
GO:000641728SkinAKregulation of translation102/1910468/187236.79e-142.36e-11102
GO:007182628SkinAKribonucleoprotein complex subunit organization61/1910227/187237.85e-132.02e-1061
GO:002261828SkinAKribonucleoprotein complex assembly58/1910220/187236.75e-121.33e-0958
GO:190382927SkinAKpositive regulation of cellular protein localization64/1910276/187232.23e-103.00e-0864
GO:000218325SkinAKcytoplasmic translational initiation18/191034/187235.88e-106.33e-0818
GO:006156416SkinAKaxon development91/1910467/187238.60e-108.63e-0891
GO:000641326SkinAKtranslational initiation35/1910118/187233.54e-092.87e-0735
GO:000206425SkinAKepithelial cell development51/1910220/187231.50e-089.13e-0751
GO:000740916SkinAKaxonogenesis80/1910418/187232.07e-081.19e-0680
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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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