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: F10

Gene summary for F10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

F10

Gene ID

2159

Gene namecoagulation factor X
Gene AliasFX
Cytomap13q34
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

P00742


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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
2159F10HCC1_MengHumanLiverHCC6.87e-783.57e-010.0246
2159F10cirrhotic1HumanLiverCirrhotic2.77e-038.90e-020.0202
2159F10cirrhotic3HumanLiverCirrhotic1.74e-031.53e-010.0215
2159F10HCC1HumanLiverHCC1.20e-154.13e+000.5336
2159F10HCC2HumanLiverHCC3.39e-183.81e+000.5341
2159F10Pt14.aHumanLiverHCC1.58e-022.28e-010.0169
2159F10Pt14.dHumanLiverHCC1.99e-041.74e-010.0143
2159F10S014HumanLiverHCC2.77e-402.37e+000.2254
2159F10S015HumanLiverHCC2.15e-553.04e+000.2375
2159F10S016HumanLiverHCC7.25e-532.29e+000.2243
2159F10S028HumanLiverHCC1.97e-063.68e-010.2503
2159F10S029HumanLiverHCC1.06e-105.30e-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:20012339BreastPrecancerregulation of apoptotic signaling pathway65/1080356/187237.70e-173.17e-1465
GO:00525479BreastPrecancerregulation of peptidase activity71/1080461/187232.72e-146.94e-1271
GO:00525489BreastPrecancerregulation of endopeptidase activity67/1080432/187231.06e-132.36e-1167
GO:20001169BreastPrecancerregulation of cysteine-type endopeptidase activity43/1080235/187231.30e-111.83e-0943
GO:00432819BreastPrecancerregulation of cysteine-type endopeptidase activity involved in apoptotic process40/1080209/187231.59e-112.07e-0940
GO:00458629BreastPrecancerpositive regulation of proteolysis51/1080372/187237.77e-095.70e-0751
GO:00109529BreastPrecancerpositive regulation of peptidase activity33/1080197/187233.01e-081.89e-0633
GO:00086378BreastPrecancerapoptotic mitochondrial changes23/1080107/187233.44e-082.12e-0623
GO:20012356BreastPrecancerpositive regulation of apoptotic signaling pathway24/1080126/187231.98e-071.01e-0524
GO:00432808BreastPrecancerpositive regulation of cysteine-type endopeptidase activity involved in apoptotic process24/1080129/187233.13e-071.50e-0524
GO:00109509BreastPrecancerpositive regulation of endopeptidase activity29/1080179/187234.23e-071.90e-0529
GO:20010568BreastPrecancerpositive regulation of cysteine-type endopeptidase activity25/1080148/187231.19e-064.60e-0525
GO:00018367BreastPrecancerrelease of cytochrome c from mitochondria14/108059/187234.80e-061.47e-0414
GO:20012369BreastPrecancerregulation of extrinsic apoptotic signaling pathway24/1080151/187235.78e-061.70e-0424
GO:00971919BreastPrecancerextrinsic apoptotic signaling pathway30/1080219/187239.42e-062.50e-0430
GO:00486087BreastPrecancerreproductive structure development43/1080424/187232.36e-043.56e-0343
GO:00614587BreastPrecancerreproductive system development43/1080427/187232.75e-044.00e-0343
GO:00901996BreastPrecancerregulation of release of cytochrome c from mitochondria10/108048/187233.43e-044.81e-0310
GO:00108217BreastPrecancerregulation of mitochondrion organization19/1080144/187236.26e-047.78e-0319
GO:0046661BreastPrecancermale sex differentiation19/1080165/187233.14e-032.65e-0219
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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
TNFSF10TNFRSF10ATNFSF10_TNFRSF10BTRAILCervixCC
TNFSF10TNFRSF10ATNFSF10_TNFRSF10BTRAILCRCMSI-H
TNFSF10TNFRSF10ATNFSF10_TNFRSF10BTRAILCRCMSS
TNFSF10TNFRSF10ATNFSF10_TNFRSF10BTRAILLungAAH
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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
F10SNVMissense_Mutationnovelc.260N>Tp.Gly87Valp.G87VP00742protein_codingdeleterious(0)probably_damaging(0.996)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
F10SNVMissense_Mutationnovelc.240N>Ap.Phe80Leup.F80LP00742protein_codingdeleterious(0)probably_damaging(0.927)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
F10SNVMissense_Mutationrs121964941c.1120T>Cp.Ser374Prop.S374PP00742protein_codingdeleterious(0.03)possibly_damaging(0.511)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
F10SNVMissense_Mutationc.8N>Ap.Arg3Hisp.R3HP00742protein_codingtolerated_low_confidence(0.16)benign(0)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
F10SNVMissense_Mutationc.860N>Tp.Arg287Metp.R287MP00742protein_codingtolerated(0.11)probably_damaging(0.95)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
F10insertionFrame_Shift_Insnovelc.950_951insCAGCCTGTTGAGGTTTGCGATTCTTGTTTCCTGGTTCGAGTCTTp.Glu317AspfsTer16p.E317Dfs*16P00742protein_codingTCGA-A2-A04Q-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
F10insertionIn_Frame_Insnovelc.958_959insGGCCTCp.Asp320delinsGlyProHisp.D320delinsGPHP00742protein_codingTCGA-BH-A0E2-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
F10insertionNonsense_Mutationnovelc.959_960insTCTGCATCTTTAGGAAGAATGGTTGGTGTTCGTGTp.Phe321LeufsTer4p.F321Lfs*4P00742protein_codingTCGA-BH-A0E2-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
F10insertionNonsense_Mutationnovelc.987_988insTATACATTTTAAAATATAAAp.Thr330TyrfsTer4p.T330Yfs*4P00742protein_codingTCGA-E9-A1NC-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
F10SNVMissense_Mutationrs201675411c.1016C>Tp.Ala339Valp.A339VP00742protein_codingtolerated(1)benign(0.147)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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
2159F10DRUGGABLE GENOME, PROTEASE, ENZYMEApixabanAPIXABAN
2159F10DRUGGABLE GENOME, PROTEASE, ENZYMEBIBT986TANOGITRAN
2159F10DRUGGABLE GENOME, PROTEASE, ENZYMETrimidoxTRIMETHOPRIM/SULFADOXINE
2159F10DRUGGABLE GENOME, PROTEASE, ENZYMEEmicizumabEMICIZUMAB
2159F10DRUGGABLE GENOME, PROTEASE, ENZYMEPRT4445
2159F10DRUGGABLE GENOME, PROTEASE, ENZYMEinhibitor405067325OTAMIXABAN
2159F10DRUGGABLE GENOME, PROTEASE, ENZYMESR-123781A
2159F10DRUGGABLE GENOME, PROTEASE, ENZYMEinhibitorCHEMBL1908371IDRAPARINUX SODIUM
2159F10DRUGGABLE GENOME, PROTEASE, ENZYMEFACTOR IX
2159F10DRUGGABLE GENOME, PROTEASE, ENZYMEANTITHROMBIN
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