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: FBP1

Gene summary for FBP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FBP1

Gene ID

2203

Gene namefructose-bisphosphatase 1
Gene AliasFBP
Cytomap9q22.32
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

P09467


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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
2203FBP1HTA11_1938_2000001011HumanColorectumAD3.61e-023.22e-01-0.0811
2203FBP1HTA11_1391_2000001011HumanColorectumAD3.96e-096.07e-01-0.059
2203FBP1HTA11_866_3004761011HumanColorectumAD2.99e-022.81e-010.096
2203FBP1HTA11_7696_3000711011HumanColorectumAD3.50e-022.47e-010.0674
2203FBP1HTA11_6818_2000001021HumanColorectumAD1.05e-022.69e-010.0588
2203FBP1HTA11_99999971662_82457HumanColorectumMSS6.08e-094.21e-010.3859
2203FBP1LZE24THumanEsophagusESCC9.58e-062.63e-010.0596
2203FBP1P8T-EHumanEsophagusESCC9.53e-091.91e-010.0889
2203FBP1P28T-EHumanEsophagusESCC5.15e-113.01e-010.1149
2203FBP1P57T-EHumanEsophagusESCC1.78e-031.06e-010.0926
2203FBP1P74T-EHumanEsophagusESCC3.83e-042.67e-010.1479
2203FBP1P75T-EHumanEsophagusESCC2.70e-391.11e+000.1125
2203FBP1P76T-EHumanEsophagusESCC1.96e-051.24e-010.1207
2203FBP1P82T-EHumanEsophagusESCC9.61e-075.53e-010.1072
2203FBP1P94T-EHumanEsophagusESCC1.55e-131.76e+000.0879
2203FBP1P104T-EHumanEsophagusESCC3.89e-054.92e-010.0931
2203FBP1P130T-EHumanEsophagusESCC1.75e-255.56e-010.1676
2203FBP1NAFLD1HumanLiverNAFLD4.79e-075.92e-01-0.04
2203FBP1S43HumanLiverCirrhotic1.95e-17-2.48e-01-0.0187
2203FBP1HCC1_MengHumanLiverHCC5.66e-30-4.31e-010.0246
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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
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
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:009013210CervixCCepithelium migration90/2311360/187232.45e-116.11e-0990
GO:00016679CervixCCameboidal-type cell migration110/2311475/187232.66e-116.36e-09110
GO:001063110CervixCCepithelial cell migration89/2311357/187233.72e-118.54e-0989
GO:009013010CervixCCtissue migration90/2311365/187235.42e-111.05e-0890
GO:00506737CervixCCepithelial cell proliferation98/2311437/187232.01e-092.15e-0798
GO:001063210CervixCCregulation of epithelial cell migration72/2311292/187234.52e-094.43e-0772
GO:00506787CervixCCregulation of epithelial cell proliferation83/2311381/187231.31e-076.42e-0683
GO:00106349CervixCCpositive regulation of epithelial cell migration47/2311176/187231.73e-078.01e-0647
GO:00435427CervixCCendothelial cell migration60/2311279/187231.05e-052.33e-0460
GO:00105944CervixCCregulation of endothelial cell migration52/2311232/187231.20e-052.54e-0452
GO:00506794CervixCCpositive regulation of epithelial cell proliferation47/2311207/187232.18e-053.90e-0447
GO:00105954CervixCCpositive regulation of endothelial cell migration31/2311133/187233.15e-043.35e-0331
GO:0043534CervixCCblood vessel endothelial cell migration37/2311176/187237.59e-046.77e-0337
GO:0043535CervixCCregulation of blood vessel endothelial cell migration32/2311151/187231.45e-031.13e-0232
GO:0043536CervixCCpositive regulation of blood vessel endothelial cell migration18/231176/187234.45e-032.71e-0218
GO:001063113CervixHSIL_HPVepithelial cell migration33/737357/187235.28e-062.04e-0433
GO:000166715CervixHSIL_HPVameboidal-type cell migration40/737475/187235.48e-062.07e-0440
GO:009013213CervixHSIL_HPVepithelium migration33/737360/187236.31e-062.29e-0433
GO:009013013CervixHSIL_HPVtissue migration33/737365/187238.43e-062.97e-0433
GO:005067314CervixHSIL_HPVepithelial cell proliferation34/737437/187231.31e-042.61e-0334
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa01200ColorectumADCarbon metabolism55/2092115/84655.53e-088.42e-075.37e-0755
hsa00010ColorectumADGlycolysis / Gluconeogenesis34/209267/84653.63e-064.34e-052.77e-0534
hsa04152ColorectumADAMPK signaling pathway47/2092121/84653.74e-042.82e-031.80e-0347
hsa04922ColorectumADGlucagon signaling pathway41/2092107/84651.18e-037.75e-034.94e-0341
hsa00051ColorectumADFructose and mannose metabolism17/209234/84651.25e-038.02e-035.12e-0317
hsa012001ColorectumADCarbon metabolism55/2092115/84655.53e-088.42e-075.37e-0755
hsa000101ColorectumADGlycolysis / Gluconeogenesis34/209267/84653.63e-064.34e-052.77e-0534
hsa041521ColorectumADAMPK signaling pathway47/2092121/84653.74e-042.82e-031.80e-0347
hsa049221ColorectumADGlucagon signaling pathway41/2092107/84651.18e-037.75e-034.94e-0341
hsa000511ColorectumADFructose and mannose metabolism17/209234/84651.25e-038.02e-035.12e-0317
hsa000104ColorectumMSSGlycolysis / Gluconeogenesis28/187567/84652.36e-041.81e-031.11e-0328
hsa049224ColorectumMSSGlucagon signaling pathway39/1875107/84655.00e-043.45e-032.11e-0339
hsa041522ColorectumMSSAMPK signaling pathway41/1875121/84651.91e-039.83e-036.03e-0341
hsa04910ColorectumMSSInsulin signaling pathway43/1875137/84657.37e-032.84e-021.74e-0243
hsa000105ColorectumMSSGlycolysis / Gluconeogenesis28/187567/84652.36e-041.81e-031.11e-0328
hsa049225ColorectumMSSGlucagon signaling pathway39/1875107/84655.00e-043.45e-032.11e-0339
hsa041523ColorectumMSSAMPK signaling pathway41/1875121/84651.91e-039.83e-036.03e-0341
hsa049101ColorectumMSSInsulin signaling pathway43/1875137/84657.37e-032.84e-021.74e-0243
hsa0120023EsophagusESCCCarbon metabolism79/4205115/84652.50e-051.21e-046.22e-0579
hsa0415210EsophagusESCCAMPK signaling pathway80/4205121/84651.73e-046.67e-043.42e-0480
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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
FBP1SNVMissense_Mutationnovelc.1007N>Tp.Ser336Phep.S336FP09467protein_codingdeleterious(0.01)benign(0.284)TCGA-A8-A08L-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
FBP1SNVMissense_Mutationc.747N>Ap.Met249Ilep.M249IP09467protein_codingdeleterious(0)possibly_damaging(0.476)TCGA-A8-A09I-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
FBP1SNVMissense_Mutationnovelc.145G>Cp.Val49Leup.V49LP09467protein_codingdeleterious(0.02)benign(0.366)TCGA-AR-A2LE-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenPD
FBP1SNVMissense_Mutationnovelc.923N>Tp.Pro308Leup.P308LP09467protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AR-A5QM-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozolePD
FBP1SNVMissense_Mutationnovelc.323N>Ap.Pro108Glnp.P108QP09467protein_codingtolerated(0.21)benign(0.028)TCGA-VS-A9UJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
FBP1SNVMissense_Mutationnovelc.299N>Cp.Asp100Alap.D100AP09467protein_codingtolerated(0.05)benign(0.069)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FBP1SNVMissense_Mutationc.88N>Ap.Glu30Lysp.E30KP09467protein_codingdeleterious(0)benign(0.247)TCGA-AZ-6599-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FBP1SNVMissense_Mutationnovelc.931N>Gp.Ile311Valp.I311VP09467protein_codingdeleterious(0.02)possibly_damaging(0.47)TCGA-G4-6295-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FBP1deletionFrame_Shift_Delc.881delNp.Gly294GlufsTer11p.G294Efs*11P09467protein_codingTCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FBP1SNVMissense_Mutationnovelc.1010N>Tp.Ala337Valp.A337VP09467protein_codingtolerated(0.08)benign(0)TCGA-A5-A0G1-01Endometriumuterine 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
2203FBP1DRUGGABLE GENOME, ENZYMEMB07803MB-07803
2203FBP1DRUGGABLE GENOME, ENZYMEMB07803MB-07803
2203FBP1DRUGGABLE GENOME, ENZYMEManaglinat dialanetil
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