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: FNBP1L

Gene summary for FNBP1L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FNBP1L

Gene ID

54874

Gene nameformin binding protein 1 like
Gene AliasC1orf39
Cytomap1p22.1
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q5T0N5


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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
54874FNBP1LCA_HPV_1HumanCervixCC5.67e-05-1.46e-010.0264
54874FNBP1LCCI_2HumanCervixCC4.98e-038.25e-010.5249
54874FNBP1LCCI_3HumanCervixCC3.87e-078.26e-010.516
54874FNBP1LH2HumanCervixHSIL_HPV4.87e-084.25e-010.0632
54874FNBP1LHTA11_3410_2000001011HumanColorectumAD2.36e-30-7.36e-010.0155
54874FNBP1LHTA11_2487_2000001011HumanColorectumSER5.08e-11-6.56e-01-0.1808
54874FNBP1LHTA11_2951_2000001011HumanColorectumAD1.83e-03-7.07e-010.0216
54874FNBP1LHTA11_1938_2000001011HumanColorectumAD3.32e-04-3.28e-01-0.0811
54874FNBP1LHTA11_3361_2000001011HumanColorectumAD3.47e-11-7.79e-01-0.1207
54874FNBP1LHTA11_83_2000001011HumanColorectumSER1.70e-02-4.26e-01-0.1526
54874FNBP1LHTA11_696_2000001011HumanColorectumAD2.18e-12-4.92e-01-0.1464
54874FNBP1LHTA11_866_2000001011HumanColorectumAD7.08e-06-4.25e-01-0.1001
54874FNBP1LHTA11_2992_2000001011HumanColorectumSER1.01e-04-7.53e-01-0.1706
54874FNBP1LHTA11_5212_2000001011HumanColorectumAD2.01e-05-7.95e-01-0.2061
54874FNBP1LHTA11_5216_2000001011HumanColorectumSER1.40e-05-6.58e-01-0.1462
54874FNBP1LHTA11_9341_2000001011HumanColorectumSER4.01e-05-9.03e-01-0.00410000000000005
54874FNBP1LHTA11_7862_2000001011HumanColorectumAD4.10e-09-7.61e-01-0.0179
54874FNBP1LHTA11_866_3004761011HumanColorectumAD1.14e-19-7.20e-010.096
54874FNBP1LHTA11_4255_2000001011HumanColorectumSER2.29e-03-6.12e-010.0446
54874FNBP1LHTA11_9408_2000001011HumanColorectumAD8.31e-04-9.27e-010.0451
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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
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:00313467CervixCCpositive regulation of cell projection organization72/2311353/187231.04e-052.32e-0472
GO:000690010CervixCCvesicle budding from membrane20/231161/187232.50e-054.28e-0420
GO:00068987CervixCCreceptor-mediated endocytosis53/2311244/187232.52e-054.29e-0453
GO:00516567CervixCCestablishment of organelle localization76/2311390/187233.17e-055.21e-0476
GO:00725836CervixCCclathrin-dependent endocytosis16/231147/187239.56e-051.25e-0316
GO:00300487CervixCCactin filament-based movement29/2311127/187236.91e-046.33e-0329
GO:00307057CervixCCcytoskeleton-dependent intracellular transport40/2311195/187237.92e-046.99e-0340
GO:01200328CervixCCregulation of plasma membrane bounded cell projection assembly38/2311186/187231.14e-039.35e-0338
GO:00604917CervixCCregulation of cell projection assembly38/2311188/187231.40e-031.10e-0238
GO:00995157CervixCCactin filament-based transport8/231121/187232.44e-031.71e-028
GO:00160506CervixCCvesicle organization54/2311300/187232.71e-031.85e-0254
GO:00300507CervixCCvesicle transport along actin filament7/231119/187235.65e-033.25e-027
GO:00070092CervixCCplasma membrane organization28/2311142/187237.85e-034.14e-0228
GO:00103243CervixCCmembrane invagination28/2311144/187239.50e-034.72e-0228
GO:001032411CervixHSIL_HPVmembrane invagination17/737144/187235.28e-051.30e-0317
GO:000689814CervixHSIL_HPVreceptor-mediated endocytosis20/737244/187231.64e-031.78e-0220
GO:003004813CervixHSIL_HPVactin filament-based movement12/737127/187234.37e-033.68e-0212
GO:0051656ColorectumADestablishment of organelle localization131/3918390/187233.00e-092.06e-07131
GO:0006900ColorectumADvesicle budding from membrane32/391861/187235.38e-082.81e-0632
GO:0016050ColorectumADvesicle organization101/3918300/187231.65e-077.17e-06101
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0513120CervixCCShigellosis69/1267247/84657.64e-081.03e-066.10e-0769
hsa05131110CervixCCShigellosis69/1267247/84657.64e-081.03e-066.10e-0769
hsa0513125CervixHSIL_HPVShigellosis27/459247/84653.78e-043.49e-032.82e-0327
hsa0513135CervixHSIL_HPVShigellosis27/459247/84653.78e-043.49e-032.82e-0327
hsa05131ColorectumADShigellosis109/2092247/84651.09e-112.44e-101.55e-10109
hsa051311ColorectumADShigellosis109/2092247/84651.09e-112.44e-101.55e-10109
hsa051312ColorectumSERShigellosis87/1580247/84653.07e-107.27e-095.28e-0987
hsa051313ColorectumSERShigellosis87/1580247/84653.07e-107.27e-095.28e-0987
hsa051314ColorectumMSSShigellosis94/1875247/84656.82e-091.34e-078.23e-0894
hsa051315ColorectumMSSShigellosis94/1875247/84656.82e-091.34e-078.23e-0894
hsa051318ColorectumFAPShigellosis76/1404247/84651.57e-085.84e-073.55e-0776
hsa051319ColorectumFAPShigellosis76/1404247/84651.57e-085.84e-073.55e-0776
hsa0513110ColorectumCRCShigellosis59/1091247/84651.19e-065.41e-053.66e-0559
hsa0513111ColorectumCRCShigellosis59/1091247/84651.19e-065.41e-053.66e-0559
hsa0513126EndometriumAEHShigellosis78/1197247/84659.23e-132.00e-111.46e-1178
hsa05131111EndometriumAEHShigellosis78/1197247/84659.23e-132.00e-111.46e-1178
hsa0513127EndometriumEECShigellosis79/1237247/84651.80e-123.95e-112.95e-1179
hsa0513136EndometriumEECShigellosis79/1237247/84651.80e-123.95e-112.95e-1179
hsa05131211EsophagusESCCShigellosis176/4205247/84652.27e-124.01e-112.05e-11176
hsa05131310EsophagusESCCShigellosis176/4205247/84652.27e-124.01e-112.05e-11176
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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
FNBP1LSNVMissense_Mutationc.390N>Cp.Trp130Cysp.W130CQ5T0N5protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
FNBP1LSNVMissense_Mutationc.1171N>Ap.Ala391Thrp.A391TQ5T0N5protein_codingtolerated(0.56)probably_damaging(0.997)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FNBP1LSNVMissense_Mutationrs769227073c.1783G>Ap.Asp595Asnp.D595NQ5T0N5protein_codingdeleterious(0.02)probably_damaging(0.997)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FNBP1LSNVMissense_Mutationc.753G>Cp.Met251Ilep.M251IQ5T0N5protein_codingtolerated(0.61)possibly_damaging(0.782)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FNBP1LSNVMissense_Mutationc.287G>Tp.Arg96Ilep.R96IQ5T0N5protein_codingdeleterious(0.04)probably_damaging(0.99)TCGA-C5-A3HE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
FNBP1LSNVMissense_Mutationnovelc.1168N>Ap.Pro390Thrp.P390TQ5T0N5protein_codingtolerated(0.18)benign(0.005)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FNBP1LSNVMissense_Mutationc.824N>Gp.Phe275Cysp.F275CQ5T0N5protein_codingdeleterious(0)probably_damaging(0.998)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
FNBP1LSNVMissense_Mutationc.14C>Tp.Thr5Metp.T5MQ5T0N5protein_codingdeleterious(0)benign(0.035)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FNBP1LSNVMissense_Mutationc.1381N>Ap.Leu461Ilep.L461IQ5T0N5protein_codingdeleterious(0)probably_damaging(0.977)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FNBP1LSNVMissense_Mutationnovelc.397A>Gp.Met133Valp.M133VQ5T0N5protein_codingdeleterious(0)possibly_damaging(0.841)TCGA-AG-3732-01Colorectumrectum adenocarcinomaFemale>=65I/IIChemotherapycapecitabineSD
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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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