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: FBF1

Gene summary for FBF1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FBF1

Gene ID

85302

Gene nameFas binding factor 1
Gene AliasAlb
Cytomap17q25.1
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

Q8TES7


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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
85302FBF1LZE7THumanEsophagusESCC2.91e-042.54e-010.0667
85302FBF1LZE21D1HumanEsophagusHGIN5.11e-034.43e-010.0632
85302FBF1LZE22THumanEsophagusESCC3.24e-021.80e-010.068
85302FBF1LZE24THumanEsophagusESCC1.09e-132.66e-010.0596
85302FBF1LZE21THumanEsophagusESCC3.64e-021.94e-010.0655
85302FBF1P1T-EHumanEsophagusESCC1.60e-052.28e-010.0875
85302FBF1P2T-EHumanEsophagusESCC1.59e-162.15e-010.1177
85302FBF1P4T-EHumanEsophagusESCC5.42e-091.10e-010.1323
85302FBF1P5T-EHumanEsophagusESCC9.05e-078.43e-020.1327
85302FBF1P8T-EHumanEsophagusESCC7.95e-047.52e-020.0889
85302FBF1P9T-EHumanEsophagusESCC2.25e-025.32e-020.1131
85302FBF1P10T-EHumanEsophagusESCC4.00e-131.22e-010.116
85302FBF1P12T-EHumanEsophagusESCC2.78e-171.18e-010.1122
85302FBF1P15T-EHumanEsophagusESCC1.75e-081.22e-010.1149
85302FBF1P16T-EHumanEsophagusESCC6.15e-141.66e-010.1153
85302FBF1P20T-EHumanEsophagusESCC2.63e-285.96e-010.1124
85302FBF1P21T-EHumanEsophagusESCC1.31e-041.29e-010.1617
85302FBF1P22T-EHumanEsophagusESCC2.08e-192.75e-010.1236
85302FBF1P23T-EHumanEsophagusESCC1.48e-036.76e-020.108
85302FBF1P26T-EHumanEsophagusESCC1.03e-045.83e-020.1276
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:000716320EsophagusESCCestablishment or maintenance of cell polarity143/8552218/187232.05e-094.65e-08143
GO:003001018EsophagusESCCestablishment of cell polarity96/8552143/187231.69e-072.67e-0696
GO:009016216EsophagusESCCestablishment of epithelial cell polarity25/855231/187237.13e-055.38e-0425
GO:003432918EsophagusESCCcell junction assembly227/8552420/187233.06e-041.83e-03227
GO:004521620EsophagusESCCcell-cell junction organization114/8552200/187238.04e-044.16e-03114
GO:004329718EsophagusESCCapical junction assembly48/855278/187233.45e-031.41e-0248
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
FBF1SNVMissense_Mutationc.319N>Gp.Lys107Glup.K107EQ8TES7protein_codingdeleterious(0)benign(0.116)TCGA-A2-A25D-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
FBF1SNVMissense_Mutationc.1297N>Ap.Glu433Lysp.E433KQ8TES7protein_codingtolerated(0.18)benign(0.011)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
FBF1SNVMissense_Mutationc.85N>Cp.Glu29Glnp.E29QQ8TES7protein_codingtolerated(0.09)possibly_damaging(0.801)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
FBF1SNVMissense_Mutationc.715A>Cp.Lys239Glnp.K239QQ8TES7protein_codingtolerated(0.2)benign(0.124)TCGA-AN-A0AR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FBF1SNVMissense_Mutationc.1174C>Tp.Pro392Serp.P392SQ8TES7protein_codingtolerated(0.28)benign(0.439)TCGA-AR-A0TZ-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificDoxorubicinPD
FBF1SNVMissense_Mutationnovelc.2021N>Tp.Ser674Leup.S674LQ8TES7protein_codingdeleterious(0.05)possibly_damaging(0.683)TCGA-B6-A0I1-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
FBF1SNVMissense_Mutationrs373558594c.428N>Tp.Pro143Leup.P143LQ8TES7protein_codingtolerated(0.06)benign(0.383)TCGA-C8-A134-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
FBF1SNVMissense_Mutationrs760384213c.745N>Tp.Arg249Cysp.R249CQ8TES7protein_codingdeleterious(0)possibly_damaging(0.731)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FBF1SNVMissense_Mutationrs540051078c.1607N>Tp.Ser536Leup.S536LQ8TES7protein_codingtolerated(0.15)benign(0.007)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
FBF1SNVMissense_Mutationnovelc.2632N>Tp.Ala878Serp.A878SQ8TES7protein_codingtolerated(0.11)benign(0.191)TCGA-E9-A295-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
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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
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