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: F3

Gene summary for F3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

F3

Gene ID

2152

Gene namecoagulation factor III, tissue factor
Gene AliasCD142
Cytomap1p21.3
Gene Typeprotein-coding
GO ID

GO:0001525

UniProtAcc

P13726


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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
2152F3CA_HPV_2HumanCervixCC2.21e-043.30e-010.0391
2152F3CCI_1HumanCervixCC4.25e-047.51e-010.528
2152F3TumorHumanCervixCC2.51e-083.34e-010.1241
2152F3sample3HumanCervixCC1.32e-327.49e-010.1387
2152F3H2HumanCervixHSIL_HPV5.58e-236.21e-010.0632
2152F3L1HumanCervixCC4.16e-033.84e-010.0802
2152F3T1HumanCervixCC3.80e-042.82e-010.0918
2152F3T2HumanCervixCC4.70e-033.29e-010.0709
2152F3T3HumanCervixCC3.43e-277.34e-010.1389
2152F3LZE4THumanEsophagusESCC4.67e-04-1.98e-010.0811
2152F3LZE8THumanEsophagusESCC3.73e-022.27e-010.067
2152F3LZE20THumanEsophagusESCC1.08e-051.04e+000.0662
2152F3LZE24THumanEsophagusESCC8.28e-121.22e+000.0596
2152F3LZE21THumanEsophagusESCC6.51e-064.12e-010.0655
2152F3P5T-EHumanEsophagusESCC6.01e-126.22e-010.1327
2152F3P8T-EHumanEsophagusESCC3.03e-741.85e+000.0889
2152F3P9T-EHumanEsophagusESCC1.42e-034.90e-010.1131
2152F3P10T-EHumanEsophagusESCC7.83e-07-2.19e-020.116
2152F3P11T-EHumanEsophagusESCC2.87e-071.55e+000.1426
2152F3P12T-EHumanEsophagusESCC6.72e-551.65e+000.1122
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
EsophagusThe 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.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:00713575EsophagusESCCcellular response to type I interferon42/855252/187232.15e-073.30e-0642
GO:0061458110EsophagusESCCreproductive system development247/8552427/187232.24e-073.42e-06247
GO:00400295EsophagusESCCregulation of gene expression, epigenetic74/8552105/187232.24e-073.42e-0674
GO:0043154110EsophagusESCCnegative regulation of cysteine-type endopeptidase activity involved in apoptotic process58/855278/187232.38e-073.61e-0658
GO:00193189EsophagusESCChexose metabolic process147/8552237/187232.63e-073.94e-06147
GO:00067906EsophagusESCCsulfur compound metabolic process201/8552339/187232.64e-073.94e-06201
GO:004860818EsophagusESCCreproductive structure development245/8552424/187232.82e-074.14e-06245
GO:0032970111EsophagusESCCregulation of actin filament-based process231/8552397/187232.91e-074.20e-06231
GO:000018414EsophagusESCCnuclear-transcribed mRNA catabolic process, nonsense-mediated decay32/855237/187232.96e-074.23e-0632
GO:190166112EsophagusESCCquinone metabolic process34/855240/187233.00e-074.27e-0634
GO:2001237111EsophagusESCCnegative regulation of extrinsic apoptotic signaling pathway69/855297/187233.23e-074.55e-0669
GO:004852516EsophagusESCCnegative regulation of viral process66/855292/187233.49e-074.88e-0666
GO:006101416EsophagusESCCpositive regulation of mRNA catabolic process63/855287/187233.70e-075.15e-0663
GO:009872714EsophagusESCCmaintenance of cell number90/8552134/187233.94e-075.43e-0690
GO:000008214EsophagusESCCG1/S transition of mitotic cell cycle134/8552214/187234.04e-075.55e-06134
GO:0032956111EsophagusESCCregulation of actin cytoskeleton organization210/8552358/187234.40e-076.00e-06210
GO:0009259111EsophagusESCCribonucleotide metabolic process224/8552385/187234.41e-076.00e-06224
GO:00989304EsophagusESCCaxonal transport49/855264/187234.54e-076.15e-0649
GO:004206027EsophagusESCCwound healing243/8552422/187234.62e-076.25e-06243
GO:006115716EsophagusESCCmRNA destabilization61/855284/187234.81e-076.49e-0661
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa049336CervixCCAGE-RAGE signaling pathway in diabetic complications25/1267100/84655.64e-031.88e-021.11e-0225
hsa0493313CervixCCAGE-RAGE signaling pathway in diabetic complications25/1267100/84655.64e-031.88e-021.11e-0225
hsa0493310EsophagusESCCAGE-RAGE signaling pathway in diabetic complications72/4205100/84654.15e-062.28e-051.17e-0572
hsa0493317EsophagusESCCAGE-RAGE signaling pathway in diabetic complications72/4205100/84654.15e-062.28e-051.17e-0572
hsa049339Oral cavityOSCCAGE-RAGE signaling pathway in diabetic complications69/3704100/84652.61e-071.65e-068.41e-0769
hsa0493316Oral cavityOSCCAGE-RAGE signaling pathway in diabetic complications69/3704100/84652.61e-071.65e-068.41e-0769
hsa049338ProstateBPHAGE-RAGE signaling pathway in diabetic complications36/1718100/84651.82e-041.02e-036.30e-0436
hsa0493315ProstateBPHAGE-RAGE signaling pathway in diabetic complications36/1718100/84651.82e-041.02e-036.30e-0436
hsa0493322ProstateTumorAGE-RAGE signaling pathway in diabetic complications33/1791100/84653.79e-031.36e-028.46e-0333
hsa0493332ProstateTumorAGE-RAGE signaling pathway in diabetic complications33/1791100/84653.79e-031.36e-028.46e-0333
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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
CSF3CSF3RCSF3_CSF3RCSF3BreastHealthy
CSF3CSF3RCSF3_CSF3RCSF3CervixADJ
CSF3CSF3RCSF3_CSF3RCSF3CervixCC
CSF3CSF3RCSF3_CSF3RCSF3CervixHealthy
CSF3CSF3RCSF3_CSF3RCSF3EndometriumEEC
CSF3CSF3RCSF3_CSF3RCSF3EsophagusESCC
CSF3CSF3RCSF3_CSF3RCSF3HNSCCADJ
CSF3CSF3RCSF3_CSF3RCSF3HNSCCOSCC
CSF3CSF3RCSF3_CSF3RCSF3HNSCCPrecancer
CSF3CSF3RCSF3_CSF3RCSF3ProstateBPH
CSF3CSF3RCSF3_CSF3RCSF3ProstateHealthy
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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
F3SNVMissense_Mutationnovelc.404N>Gp.Tyr135Cysp.Y135CP13726protein_codingdeleterious(0)probably_damaging(0.974)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
F3SNVMissense_Mutationc.521N>Ap.Ser174Asnp.S174NP13726protein_codingdeleterious(0.02)possibly_damaging(0.772)TCGA-AA-3858-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
F3SNVMissense_Mutationnovelc.127A>Gp.Asn43Aspp.N43DP13726protein_codingdeleterious(0.04)possibly_damaging(0.479)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
F3SNVMissense_Mutationc.529G>Tp.Asp177Tyrp.D177YP13726protein_codingdeleterious(0)probably_damaging(0.964)TCGA-EI-6513-01Colorectumrectum adenocarcinomaMale<65III/IVUnknownUnknownSD
F3deletionIn_Frame_Delc.326_328delCCTp.Ser109delp.S109delP13726protein_codingTCGA-AG-A02N-01Colorectumrectum adenocarcinomaMale>=65I/IIChemotherapyfolinicCR
F3SNVMissense_Mutationrs187119941c.475G>Ap.Val159Ilep.V159IP13726protein_codingtolerated(0.33)benign(0.04)TCGA-A5-A0R7-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
F3SNVMissense_Mutationc.242N>Tp.Cys81Phep.C81FP13726protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
F3SNVMissense_Mutationrs759484806c.421G>Ap.Gly141Argp.G141RP13726protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
F3SNVMissense_Mutationnovelc.509A>Cp.Asn170Thrp.N170TP13726protein_codingdeleterious(0)benign(0)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
F3SNVMissense_Mutationnovelc.334G>Ap.Ala112Thrp.A112TP13726protein_codingtolerated(0.45)benign(0.062)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<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
2152F3DRUGGABLE GENOME, CELL SURFACEALT-836
2152F3DRUGGABLE GENOME, CELL SURFACEMORAb-066
2152F3DRUGGABLE GENOME, CELL SURFACETT-173
2152F3DRUGGABLE GENOME, CELL SURFACEsimvastatinSIMVASTATIN19027114
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