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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

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


Top

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
Page: 1 

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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:001603210CervixCCviral process109/2311415/187235.40e-156.46e-12109
GO:004206010CervixCCwound healing109/2311422/187231.84e-141.57e-11109
GO:001905810CervixCCviral life cycle87/2311317/187232.20e-131.20e-1087
GO:000701510CervixCCactin filament organization109/2311442/187234.92e-132.45e-10109
GO:002260410CervixCCregulation of cell morphogenesis84/2311309/187231.00e-124.29e-1084
GO:003297010CervixCCregulation of actin filament-based process96/2311397/187234.00e-118.54e-0996
GO:00071639CervixCCestablishment or maintenance of cell polarity63/2311218/187234.25e-118.76e-0963
GO:190290310CervixCCregulation of supramolecular fiber organization92/2311383/187231.49e-102.48e-0892
GO:002240710CervixCCregulation of cell-cell adhesion103/2311448/187231.78e-102.87e-08103
GO:004578510CervixCCpositive regulation of cell adhesion101/2311437/187231.96e-103.08e-08101
GO:190332010CervixCCregulation of protein modification by small protein conjugation or removal66/2311242/187232.31e-103.46e-0866
GO:007265910CervixCCprotein localization to plasma membrane73/2311284/187234.95e-106.73e-0873
GO:003295610CervixCCregulation of actin cytoskeleton organization86/2311358/187235.90e-107.51e-0886
GO:003139610CervixCCregulation of protein ubiquitination59/2311210/187235.90e-107.51e-0859
GO:005212610CervixCCmovement in host environment52/2311175/187237.03e-108.76e-0852
GO:004440910CervixCCentry into host47/2311151/187238.45e-101.03e-0747
GO:005170110CervixCCbiological process involved in interaction with host57/2311203/187231.18e-091.41e-0757
GO:00510566CervixCCregulation of small GTPase mediated signal transduction75/2311302/187231.54e-091.74e-0775
GO:007149610CervixCCcellular response to external stimulus78/2311320/187231.82e-091.98e-0778
GO:004671810CervixCCviral entry into host cell44/2311144/187235.47e-095.03e-0744
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 

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
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
Page: 1 2 3 4 5 6 7 8 9 

Top

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
Page: 1