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:00322594ThyroidPTCmethylation146/5968364/187234.99e-043.26e-03146
GO:004511616ThyroidPTCprotein neddylation13/596818/187235.21e-043.37e-0313
GO:004876215ThyroidPTCmesenchymal cell differentiation99/5968236/187236.72e-044.22e-0399
GO:003210316ThyroidPTCpositive regulation of response to external stimulus167/5968427/187238.31e-045.13e-03167
GO:00985869ThyroidPTCcellular response to virus41/596884/187238.84e-045.40e-0341
GO:003017810ThyroidPTCnegative regulation of Wnt signaling pathway74/5968170/187238.99e-045.48e-0374
GO:00603387ThyroidPTCregulation of type I interferon-mediated signaling pathway21/596836/187239.36e-045.68e-0321
GO:00434145ThyroidPTCmacromolecule methylation127/5968316/187231.02e-036.07e-03127
GO:00324796ThyroidPTCregulation of type I interferon production45/596895/187231.13e-036.63e-0345
GO:00326066ThyroidPTCtype I interferon production45/596895/187231.13e-036.63e-0345
GO:00517753ThyroidPTCresponse to redox state11/596815/187231.19e-036.84e-0311
GO:0031507ThyroidPTCheterochromatin assembly22/596839/187231.32e-037.47e-0322
GO:00516077ThyroidPTCdefense response to virus108/5968265/187231.34e-037.55e-03108
GO:01405467ThyroidPTCdefense response to symbiont108/5968265/187231.34e-037.55e-03108
GO:00607597ThyroidPTCregulation of response to cytokine stimulus70/5968162/187231.54e-038.58e-0370
GO:0007043111ThyroidPTCcell-cell junction assembly64/5968146/187231.56e-038.63e-0364
GO:00434918ThyroidPTCprotein kinase B signaling88/5968211/187231.59e-038.81e-0388
GO:00107175ThyroidPTCregulation of epithelial to mesenchymal transition46/596899/187231.66e-039.13e-0346
GO:003235518ThyroidPTCresponse to estradiol62/5968141/187231.67e-039.16e-0362
GO:00305209ThyroidPTCintracellular estrogen receptor signaling pathway28/596854/187231.79e-039.68e-0328
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