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:00322312ColorectumMSSregulation of actin filament bundle assembly30/3467105/187237.74e-034.84e-0230
GO:2000249ColorectumMSSregulation of actin cytoskeleton reorganization14/346739/187237.79e-034.84e-0214
GO:00226183ColorectumMSI-Hribonucleoprotein complex assembly62/1319220/187237.13e-228.32e-1962
GO:00718263ColorectumMSI-Hribonucleoprotein complex subunit organization63/1319227/187238.08e-228.32e-1963
GO:00226133ColorectumMSI-Hribonucleoprotein complex biogenesis95/1319463/187231.04e-218.32e-1995
GO:00083803ColorectumMSI-HRNA splicing82/1319434/187231.22e-164.53e-1482
GO:00003753ColorectumMSI-HRNA splicing, via transesterification reactions67/1319324/187237.99e-162.61e-1367
GO:00003773ColorectumMSI-HRNA splicing, via transesterification reactions with bulged adenosine as nucleophile66/1319320/187231.51e-154.41e-1366
GO:00003983ColorectumMSI-HmRNA splicing, via spliceosome66/1319320/187231.51e-154.41e-1366
GO:00104983ColorectumMSI-Hproteasomal protein catabolic process71/1319490/187234.67e-096.03e-0771
GO:00431613ColorectumMSI-Hproteasome-mediated ubiquitin-dependent protein catabolic process53/1319412/187231.51e-056.62e-0453
GO:00002452ColorectumMSI-Hspliceosomal complex assembly14/131979/187231.14e-031.90e-0214
GO:00083804ColorectumFAPRNA splicing108/2622434/187237.90e-101.86e-07108
GO:00071633ColorectumFAPestablishment or maintenance of cell polarity64/2622218/187232.83e-095.07e-0764
GO:00003754ColorectumFAPRNA splicing, via transesterification reactions84/2622324/187238.06e-091.10e-0684
GO:00003774ColorectumFAPRNA splicing, via transesterification reactions with bulged adenosine as nucleophile83/2622320/187239.66e-091.23e-0683
GO:00003984ColorectumFAPmRNA splicing, via spliceosome83/2622320/187239.66e-091.23e-0683
GO:00160493ColorectumFAPcell growth112/2622482/187232.40e-082.30e-06112
GO:00510562ColorectumFAPregulation of small GTPase mediated signal transduction78/2622302/187233.25e-082.85e-0678
GO:00487324ColorectumFAPgland development103/2622436/187233.61e-083.12e-06103
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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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