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: FBN1

Gene summary for FBN1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FBN1

Gene ID

2200

Gene namefibrillin 1
Gene AliasACMICD
Cytomap15q21.1
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

P35555


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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
2200FBN1C06HumanOral cavityOSCC1.29e-027.83e-010.2699
2200FBN1EOLP-1HumanOral cavityEOLP4.89e-021.41e-01-0.0202
2200FBN1NEOLP-1HumanOral cavityNEOLP5.91e-146.33e-01-0.0194
2200FBN1NEOLP-2HumanOral cavityNEOLP3.01e-063.07e-01-0.0196
2200FBN1NEOLP-3HumanOral cavityNEOLP1.39e-052.56e-01-0.0191
2200FBN1SYSMH4HumanOral cavityOSCC1.66e-02-1.49e-010.1226
2200FBN1male-WTAHumanThyroidPTC6.15e-203.11e-010.1037
2200FBN1PTC01HumanThyroidPTC4.67e-042.77e-010.1899
2200FBN1PTC04HumanThyroidPTC1.70e-103.75e-010.1927
2200FBN1PTC05HumanThyroidPTC3.32e-061.71e-010.2065
2200FBN1PTC06HumanThyroidPTC9.15e-188.21e-010.2057
2200FBN1PTC07HumanThyroidPTC4.18e-186.22e-010.2044
2200FBN1ATC09HumanThyroidATC5.61e-103.85e-010.2871
2200FBN1ATC11HumanThyroidATC2.26e-051.04e+000.3386
2200FBN1ATC12HumanThyroidATC1.24e-561.26e+000.34
2200FBN1ATC13HumanThyroidATC4.64e-1002.72e+000.34
2200FBN1ATC1HumanThyroidATC7.57e-084.44e-010.2878
2200FBN1ATC2HumanThyroidATC2.39e-161.61e+000.34
2200FBN1ATC3HumanThyroidATC3.90e-141.15e+000.338
2200FBN1ATC4HumanThyroidATC7.62e-671.48e+000.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:003009920Oral cavityOSCCmyeloid cell differentiation213/7305381/187231.24e-114.42e-10213
GO:005123518Oral cavityOSCCmaintenance of location182/7305327/187236.16e-101.58e-08182
GO:004518520Oral cavityOSCCmaintenance of protein location65/730594/187233.00e-096.88e-0865
GO:190165316Oral cavityOSCCcellular response to peptide194/7305359/187234.31e-099.57e-08194
GO:000257310Oral cavityOSCCmyeloid leukocyte differentiation119/7305208/187237.29e-081.29e-06119
GO:00715598Oral cavityOSCCresponse to transforming growth factor beta140/7305256/187232.34e-073.70e-06140
GO:00715608Oral cavityOSCCcellular response to transforming growth factor beta stimulus137/7305250/187232.68e-074.15e-06137
GO:007137510Oral cavityOSCCcellular response to peptide hormone stimulus153/7305290/187231.23e-061.63e-05153
GO:004343419Oral cavityOSCCresponse to peptide hormone208/7305414/187231.83e-062.35e-05208
GO:00071798Oral cavityOSCCtransforming growth factor beta receptor signaling pathway109/7305198/187233.21e-063.86e-05109
GO:00097918Oral cavityOSCCpost-embryonic development51/730580/187236.43e-067.13e-0551
GO:00336274Oral cavityOSCCcell adhesion mediated by integrin46/730572/187231.66e-051.64e-0446
GO:190370618Oral cavityOSCCregulation of hemopoiesis180/7305367/187235.16e-054.30e-04180
GO:00170155Oral cavityOSCCregulation of transforming growth factor beta receptor signaling pathway71/7305128/187231.14e-048.34e-0471
GO:19038446Oral cavityOSCCregulation of cellular response to transforming growth factor beta stimulus72/7305131/187231.51e-041.06e-0372
GO:00485693Oral cavityOSCCpost-embryonic animal organ development13/730515/187232.07e-041.36e-0313
GO:000268310Oral cavityOSCCnegative regulation of immune system process204/7305434/187233.72e-042.27e-03204
GO:004563720Oral cavityOSCCregulation of myeloid cell differentiation106/7305210/187234.58e-042.76e-03106
GO:19021059Oral cavityOSCCregulation of leukocyte differentiation136/7305279/187235.53e-043.21e-03136
GO:00016558Oral cavityOSCCurogenital system development160/7305338/187231.03e-035.31e-03160
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa043506Oral cavityOSCCTGF-beta signaling pathway60/3704108/84658.66e-031.97e-021.00e-0260
hsa0435013Oral cavityOSCCTGF-beta signaling pathway60/3704108/84658.66e-031.97e-021.00e-0260
hsa0435022Oral cavityEOLPTGF-beta signaling pathway29/1218108/84654.81e-041.92e-031.13e-0329
hsa0435032Oral cavityEOLPTGF-beta signaling pathway29/1218108/84654.81e-041.92e-031.13e-0329
hsa0435041Oral cavityNEOLPTGF-beta signaling pathway28/1112108/84652.46e-041.62e-031.02e-0328
hsa0435051Oral cavityNEOLPTGF-beta signaling pathway28/1112108/84652.46e-041.62e-031.02e-0328
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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
FBN1SNVMissense_Mutationc.6466G>Tp.Gly2156Cysp.G2156CP35555protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A08F-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
FBN1SNVMissense_Mutationc.6879T>Ap.Asn2293Lysp.N2293KP35555protein_codingdeleterious(0)probably_damaging(0.992)TCGA-A8-A094-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FBN1SNVMissense_Mutationc.6019C>Gp.Gln2007Glup.Q2007EP35555protein_codingtolerated(0.1)benign(0.005)TCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
FBN1SNVMissense_Mutationc.7009G>Tp.Gly2337Trpp.G2337WP35555protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FBN1SNVMissense_Mutationc.7459G>Cp.Asp2487Hisp.D2487HP35555protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
FBN1SNVMissense_Mutationc.6880G>Ap.Glu2294Lysp.E2294KP35555protein_codingdeleterious(0)probably_damaging(0.987)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
FBN1SNVMissense_Mutationc.6359G>Cp.Gly2120Alap.G2120AP35555protein_codingdeleterious(0)benign(0.058)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
FBN1SNVMissense_Mutationc.6773G>Cp.Cys2258Serp.C2258SP35555protein_codingdeleterious(0)probably_damaging(0.985)TCGA-AO-A0J4-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
FBN1SNVMissense_Mutationc.4480N>Ap.Pro1494Thrp.P1494TP35555protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FBN1SNVMissense_Mutationc.6010N>Cp.Tyr2004Hisp.Y2004HP35555protein_codingtolerated(0.05)probably_damaging(0.996)TCGA-AR-A24Q-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
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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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