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: F7

Gene summary for F7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

F7

Gene ID

2155

Gene namecoagulation factor VII
Gene AliasSPCA
Cytomap13q34
Gene Typeprotein-coding
GO ID

GO:0001101

UniProtAcc

P08709


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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
2155F7HCC1_MengHumanLiverHCC9.89e-733.64e-010.0246
2155F7HCC1HumanLiverHCC1.75e-254.37e+000.5336
2155F7HCC2HumanLiverHCC2.13e-113.67e+000.5341
2155F7Pt14.aHumanLiverHCC1.22e-032.45e-010.0169
2155F7S014HumanLiverHCC2.61e-191.05e+000.2254
2155F7S015HumanLiverHCC2.21e-301.78e+000.2375
2155F7S016HumanLiverHCC2.90e-249.09e-010.2243
2155F7S028HumanLiverHCC9.68e-103.41e-010.2503
2155F7S029HumanLiverHCC1.14e-063.03e-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:00434141LiverHCCmacromolecule methylation183/7958316/187232.00e-084.72e-07183
GO:019873821LiverHCCcell-cell signaling by wnt247/7958446/187232.11e-084.96e-07247
GO:200123621LiverHCCregulation of extrinsic apoptotic signaling pathway98/7958151/187232.17e-085.08e-0798
GO:004873222LiverHCCgland development242/7958436/187232.26e-085.28e-07242
GO:00314401LiverHCCregulation of mRNA 3'-end processing26/795828/187232.82e-086.43e-0726
GO:005165021LiverHCCestablishment of vesicle localization103/7958161/187232.94e-086.69e-07103
GO:0032259LiverHCCmethylation206/7958364/187233.35e-087.53e-07206
GO:001605521LiverHCCWnt signaling pathway245/7958444/187233.68e-088.09e-07245
GO:005160412LiverHCCprotein maturation171/7958294/187233.80e-088.30e-07171
GO:0039528LiverHCCcytoplasmic pattern recognition receptor signaling pathway in response to virus30/795834/187233.88e-088.39e-0730
GO:00027533LiverHCCcytoplasmic pattern recognition receptor signaling pathway46/795860/187237.37e-081.49e-0646
GO:190165422LiverHCCresponse to ketone119/7958194/187238.65e-081.72e-06119
GO:00439671LiverHCChistone H4 acetylation50/795867/187239.14e-081.82e-0650
GO:005109922LiverHCCpositive regulation of binding108/7958173/187239.22e-081.83e-06108
GO:000974322LiverHCCresponse to carbohydrate149/7958253/187239.55e-081.89e-06149
GO:003133312LiverHCCnegative regulation of protein-containing complex assembly91/7958141/187231.01e-071.98e-0691
GO:015011522LiverHCCcell-substrate junction organization69/7958101/187231.36e-072.57e-0669
GO:00022211LiverHCCpattern recognition receptor signaling pathway107/7958172/187231.37e-072.58e-06107
GO:00070302LiverHCCGolgi organization99/7958157/187231.54e-072.85e-0699
GO:0090305LiverHCCnucleic acid phosphodiester bond hydrolysis152/7958261/187231.90e-073.46e-06152
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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
F7SNVMissense_Mutationnovelc.308N>Ap.Ser103Tyrp.S103YP08709protein_codingtolerated(0.17)benign(0.028)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
F7SNVMissense_Mutationc.729N>Gp.Ile243Metp.I243MP08709protein_codingdeleterious(0.04)benign(0.157)TCGA-AN-A0AM-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
F7SNVMissense_Mutationnovelc.1132N>Ap.Gly378Argp.G378RP08709protein_codingtolerated(0.22)benign(0)TCGA-AR-A2LJ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
F7SNVMissense_Mutationrs749760143c.973N>Ap.Glu325Lysp.E325KP08709protein_codingtolerated(0.05)probably_damaging(0.933)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
F7insertionFrame_Shift_Insnovelc.731_732insGGGAAAATGGGCAGGTCAGCp.Asn244LysfsTer28p.N244Kfs*28P08709protein_codingTCGA-AN-A0AM-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
F7insertionFrame_Shift_Insnovelc.757_758insGCAAp.His253ArgfsTer29p.H253Rfs*29P08709protein_codingTCGA-BH-A0HY-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytaxotereCR
F7insertionIn_Frame_Insnovelc.759_760insCCCAAGGCCGAATTGTGGGGGGCAAGGp.His253_Cys254insProLysAlaGluLeuTrpGlyAlaArgp.H253_C254insPKAELWGARP08709protein_codingTCGA-BH-A0HY-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytaxotereCR
F7SNVMissense_Mutationc.475N>Cp.Glu159Glnp.E159QP08709protein_codingdeleterious(0.04)benign(0.115)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
F7SNVMissense_Mutationnovelc.348N>Cp.Gln116Hisp.Q116HP08709protein_codingdeleterious(0.02)probably_damaging(0.961)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
F7SNVMissense_Mutationc.160N>Ap.Val54Ilep.V54IP08709protein_codingtolerated(0.2)benign(0.01)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
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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
2155F7ENZYME, DRUGGABLE GENOME, PROTEASEVatreptacog alfa (activated)
2155F7ENZYME, DRUGGABLE GENOME, PROTEASEFactor viia
2155F7ENZYME, DRUGGABLE GENOME, PROTEASERecombinant factor VIIa PEGylated liposomal
2155F7ENZYME, DRUGGABLE GENOME, PROTEASEF-7TG
2155F7ENZYME, DRUGGABLE GENOME, PROTEASEBAX-817
2155F7ENZYME, DRUGGABLE GENOME, PROTEASEinhibitor178103166
2155F7ENZYME, DRUGGABLE GENOME, PROTEASECB-813
2155F7ENZYME, DRUGGABLE GENOME, PROTEASEActivated recombinant FVII-albumin fusion protein
2155F7ENZYME, DRUGGABLE GENOME, PROTEASEinhibitor252166701
2155F7ENZYME, DRUGGABLE GENOME, PROTEASEEptacog alfa intravenous
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