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: F11

Gene summary for F11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

F11

Gene ID

2160

Gene namecoagulation factor XI
Gene AliasFXI
Cytomap4q35.2
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

P03951


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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
2160F11NAFLD1HumanLiverNAFLD3.39e-098.29e-01-0.04
2160F11S41HumanLiverCirrhotic2.97e-023.45e-01-0.0343
2160F11S43HumanLiverCirrhotic9.43e-06-1.35e-01-0.0187
2160F11HCC1_MengHumanLiverHCC1.63e-19-1.91e-010.0246
2160F11HCC2_MengHumanLiverHCC1.05e-09-2.27e-010.0107
2160F11cirrhotic2HumanLiverCirrhotic3.54e-03-1.78e-010.0201
2160F11HCC2HumanLiverHCC6.20e-063.36e+000.5341
2160F11Pt14.dHumanLiverHCC4.93e-02-1.87e-010.0143
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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:00430879ProstateBPHregulation of GTPase activity88/3107348/187232.04e-052.49e-0488
GO:005134616ProstateBPHnegative regulation of hydrolase activity94/3107379/187232.46e-052.94e-0494
GO:00510568ProstateBPHregulation of small GTPase mediated signal transduction78/3107302/187232.69e-053.16e-0478
GO:01501058ProstateBPHprotein localization to cell-cell junction12/310721/187232.85e-053.32e-0412
GO:001063916ProstateBPHnegative regulation of organelle organization87/3107348/187233.56e-053.90e-0487
GO:00465787ProstateBPHregulation of Ras protein signal transduction53/3107189/187235.08e-055.24e-0453
GO:00356338ProstateBPHmaintenance of blood-brain barrier16/310735/187235.35e-055.47e-0416
GO:000931414ProstateBPHresponse to radiation105/3107456/187232.07e-041.70e-03105
GO:004329710ProstateBPHapical junction assembly26/310778/187232.24e-041.80e-0326
GO:00514976ProstateBPHnegative regulation of stress fiber assembly14/310732/187232.77e-042.16e-0314
GO:005087817ProstateBPHregulation of body fluid levels89/3107379/187233.08e-042.37e-0389
GO:007052716ProstateBPHplatelet aggregation23/310767/187233.12e-042.39e-0323
GO:00072668ProstateBPHRho protein signal transduction39/3107137/187233.37e-042.53e-0339
GO:00712604ProstateBPHcellular response to mechanical stimulus26/310781/187234.39e-043.16e-0326
GO:00096129ProstateBPHresponse to mechanical stimulus55/3107216/187235.61e-043.91e-0355
GO:00905597ProstateBPHregulation of membrane permeability25/310778/187235.74e-043.99e-0325
GO:000715910ProstateBPHleukocyte cell-cell adhesion86/3107371/187235.95e-044.11e-0386
GO:00322326ProstateBPHnegative regulation of actin filament bundle assembly14/310735/187238.33e-045.41e-0314
GO:01201939ProstateBPHtight junction organization25/310780/187238.72e-045.62e-0325
GO:20002495ProstateBPHregulation of actin cytoskeleton reorganization15/310739/187238.91e-045.72e-0315
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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
F11RF11RF11R_F11RJAMBreastADJ
JAM2F11RJAM2_F11RJAMBreastADJ
JAM3F11RJAM3_F11RJAMBreastADJ
F11RF11RF11R_F11RJAMBreastDCIS
JAM2F11RJAM2_F11RJAMBreastDCIS
JAM3F11RJAM3_F11RJAMBreastDCIS
F11RF11RF11R_F11RJAMBreastIDC
F11RF11RF11R_F11RJAMBreastPrecancer
F11RF11RF11R_F11RJAMCervixADJ
JAM2F11RJAM2_F11RJAMCervixADJ
F11RF11RF11R_F11RJAMCervixCC
JAM2F11RJAM2_F11RJAMCervixCC
JAM3F11RJAM3_F11RJAMCervixCC
F11RF11RF11R_F11RJAMCervixPrecancer
JAM2F11RJAM2_F11RJAMCervixPrecancer
JAM3F11RJAM3_F11RJAMCervixPrecancer
F11RF11RF11R_F11RJAMCRCAD
JAM2F11RJAM2_F11RJAMCRCAD
JAM3F11RJAM3_F11RJAMCRCAD
F11RF11RF11R_F11RJAMCRCADJ
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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
F11SNVMissense_Mutationrs866758594c.1565G>Ap.Arg522Lysp.R522KP03951protein_codingtolerated(0.42)benign(0.125)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
F11SNVMissense_Mutationc.1597N>Ap.Gln533Lysp.Q533KP03951protein_codingdeleterious(0.02)probably_damaging(0.987)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
F11SNVMissense_Mutationrs374606272c.550N>Ap.Val184Metp.V184MP03951protein_codingdeleterious(0)probably_damaging(1)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
F11deletionFrame_Shift_Delnovelc.1343delNp.Leu449Terp.L449*P03951protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
F11SNVMissense_Mutationrs763496524c.802N>Tp.Arg268Cysp.R268CP03951protein_codingtolerated(0.18)probably_damaging(0.967)TCGA-EK-A3GN-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
F11SNVMissense_Mutationnovelc.673N>Tp.Val225Phep.V225FP03951protein_codingtolerated(0.08)probably_damaging(0.993)TCGA-VS-A8EK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
F11SNVMissense_Mutationc.1641N>Cp.Lys547Asnp.K547NP03951protein_codingtolerated(0.21)benign(0.044)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
F11SNVMissense_Mutationc.760C>Ap.Leu254Ilep.L254IP03951protein_codingdeleterious(0.05)possibly_damaging(0.795)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
F11SNVMissense_Mutationc.1003N>Ap.Ala335Thrp.A335TP03951protein_codingtolerated(0.68)benign(0.054)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
F11SNVMissense_Mutationc.913N>Ap.Glu305Lysp.E305KP03951protein_codingdeleterious(0.02)benign(0.235)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
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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
2160F11DRUGGABLE GENOME, PROTEASE, ENZYMEANTITHROMBIN
2160F11DRUGGABLE GENOME, PROTEASE, ENZYMETHROMBINTHROMBIN9787166
2160F11DRUGGABLE GENOME, PROTEASE, ENZYMEDEXTRAN SULFATE12968031
2160F11DRUGGABLE GENOME, PROTEASE, ENZYMEhormonal contraceptives for systemic use28750087
2160F11DRUGGABLE GENOME, PROTEASE, ENZYMEEP-7041
2160F11DRUGGABLE GENOME, PROTEASE, ENZYMEISIS-FXIRX
2160F11DRUGGABLE GENOME, PROTEASE, ENZYMEinhibitor178103163
2160F11DRUGGABLE GENOME, PROTEASE, ENZYMESULFATED PENTAGALLOYLGLUCOSIDESULFATED PENTAGALLOYLGLUCOSIDE23316863
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