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: 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


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
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
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:004225428SkincSCCribosome biogenesis206/4864299/187233.33e-551.04e-51206
GO:0008380112SkincSCCRNA splicing263/4864434/187232.45e-535.13e-50263
GO:0000375112SkincSCCRNA splicing, via transesterification reactions201/4864324/187234.07e-435.10e-40201
GO:0000377112SkincSCCRNA splicing, via transesterification reactions with bulged adenosine as nucleophile197/4864320/187231.45e-411.14e-38197
GO:0000398112SkincSCCmRNA splicing, via spliceosome197/4864320/187231.45e-411.14e-38197
GO:007182629SkincSCCribonucleoprotein complex subunit organization140/4864227/187235.54e-303.16e-27140
GO:002261829SkincSCCribonucleoprotein complex assembly136/4864220/187232.60e-291.25e-26136
GO:190331126SkincSCCregulation of mRNA metabolic process162/4864288/187235.90e-282.46e-25162
GO:001603229SkincSCCviral process211/4864415/187237.04e-282.76e-25211
GO:000641729SkincSCCregulation of translation226/4864468/187238.78e-262.62e-23226
GO:0006403111SkincSCCRNA localization120/4864201/187234.17e-241.01e-21120
GO:004348429SkincSCCregulation of RNA splicing97/4864148/187234.66e-241.08e-2197
GO:005068425SkincSCCregulation of mRNA processing92/4864137/187234.81e-241.08e-2192
GO:004227328SkincSCCribosomal large subunit biogenesis57/486472/187234.90e-218.53e-1957
GO:200123329SkincSCCregulation of apoptotic signaling pathway173/4864356/187232.25e-203.44e-18173
GO:004802428SkincSCCregulation of mRNA splicing, via spliceosome67/4864101/187231.83e-171.98e-1567
GO:005165624SkincSCCestablishment of organelle localization178/4864390/187232.18e-172.32e-15178
GO:003164729SkincSCCregulation of protein stability144/4864298/187236.51e-176.80e-15144
GO:005065719SkincSCCnucleic acid transport92/4864163/187231.35e-161.33e-1492
GO:005065819SkincSCCRNA transport92/4864163/187231.35e-161.33e-1492
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 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 

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
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
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
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
Page: 1 2 3 4 5 6 7 

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
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
Page: 1