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:00021819BreastPrecancercytoplasmic translation80/1080148/187231.59e-598.54e-5680
GO:00226139BreastPrecancerribonucleoprotein complex biogenesis79/1080463/187232.11e-181.03e-1579
GO:00971939BreastPrecancerintrinsic apoptotic signaling pathway59/1080288/187238.07e-183.60e-1559
GO:20012339BreastPrecancerregulation of apoptotic signaling pathway65/1080356/187237.70e-173.17e-1465
GO:20012429BreastPrecancerregulation of intrinsic apoptotic signaling pathway41/1080164/187236.48e-162.31e-1341
GO:00718269BreastPrecancerribonucleoprotein complex subunit organization48/1080227/187232.68e-158.45e-1348
GO:00226189BreastPrecancerribonucleoprotein complex assembly47/1080220/187233.47e-151.03e-1247
GO:00083809BreastPrecancerRNA splicing65/1080434/187231.27e-122.53e-1065
GO:00434849BreastPrecancerregulation of RNA splicing34/1080148/187232.66e-124.75e-1034
GO:00064138BreastPrecancertranslational initiation30/1080118/187233.23e-125.58e-1030
GO:00064179BreastPrecancerregulation of translation67/1080468/187234.71e-127.64e-1067
GO:00457279BreastPrecancerpositive regulation of translation32/1080136/187235.89e-129.27e-1032
GO:00003759BreastPrecancerRNA splicing, via transesterification reactions52/1080324/187231.74e-112.22e-0952
GO:00003779BreastPrecancerRNA splicing, via transesterification reactions with bulged adenosine as nucleophile51/1080320/187233.55e-114.04e-0951
GO:00003989BreastPrecancermRNA splicing, via spliceosome51/1080320/187233.55e-114.04e-0951
GO:00342509BreastPrecancerpositive regulation of cellular amide metabolic process33/1080162/187231.72e-101.77e-0833
GO:20012445BreastPrecancerpositive regulation of intrinsic apoptotic signaling pathway17/108058/187231.59e-081.12e-0617
GO:00064466BreastPrecancerregulation of translational initiation19/108079/187237.99e-084.60e-0619
GO:20012356BreastPrecancerpositive regulation of apoptotic signaling pathway24/1080126/187231.98e-071.01e-0524
GO:19017989BreastPrecancerpositive regulation of signal transduction by p53 class mediator10/108025/187235.77e-072.49e-0510
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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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