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:002261320Oral cavityOSCCribonucleoprotein complex biogenesis333/7305463/187238.28e-485.24e-44333
GO:000838020Oral cavityOSCCRNA splicing308/7305434/187232.43e-427.70e-39308
GO:001049820Oral cavityOSCCproteasomal protein catabolic process336/7305490/187235.45e-418.63e-38336
GO:000218120Oral cavityOSCCcytoplasmic translation133/7305148/187231.94e-382.46e-35133
GO:004316120Oral cavityOSCCproteasome-mediated ubiquitin-dependent protein catabolic process285/7305412/187235.68e-365.99e-33285
GO:000037519Oral cavityOSCCRNA splicing, via transesterification reactions225/7305324/187235.20e-292.99e-26225
GO:200123320Oral cavityOSCCregulation of apoptotic signaling pathway242/7305356/187236.66e-293.24e-26242
GO:004819315Oral cavityOSCCGolgi vesicle transport209/7305296/187231.39e-286.30e-26209
GO:000037719Oral cavityOSCCRNA splicing, via transesterification reactions with bulged adenosine as nucleophile221/7305320/187235.50e-282.18e-25221
GO:000039819Oral cavityOSCCmRNA splicing, via spliceosome221/7305320/187235.50e-282.18e-25221
GO:009719320Oral cavityOSCCintrinsic apoptotic signaling pathway202/7305288/187234.64e-271.73e-24202
GO:002241119Oral cavityOSCCcellular component disassembly283/7305443/187239.57e-273.37e-24283
GO:000640318Oral cavityOSCCRNA localization150/7305201/187236.90e-251.98e-22150
GO:003497620Oral cavityOSCCresponse to endoplasmic reticulum stress178/7305256/187232.59e-236.06e-21178
GO:003238615Oral cavityOSCCregulation of intracellular transport218/7305337/187236.91e-221.41e-19218
GO:000697920Oral cavityOSCCresponse to oxidative stress273/7305446/187238.35e-221.65e-19273
GO:003450415Oral cavityOSCCprotein localization to nucleus193/7305290/187231.22e-212.35e-19193
GO:000641318Oral cavityOSCCtranslational initiation96/7305118/187234.02e-217.06e-1996
GO:200124220Oral cavityOSCCregulation of intrinsic apoptotic signaling pathway123/7305164/187235.71e-219.77e-19123
GO:001623610Oral cavityOSCCmacroautophagy192/7305291/187237.01e-211.14e-18192
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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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