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: FBN2

Gene summary for FBN2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FBN2

Gene ID

2201

Gene namefibrillin 2
Gene AliasCCA
Cytomap5q23.3
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

P35556


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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
2201FBN2LZE7THumanEsophagusESCC6.19e-054.16e-010.0667
2201FBN2P9T-EHumanEsophagusESCC3.49e-196.02e-010.1131
2201FBN2P10T-EHumanEsophagusESCC1.15e-235.76e-010.116
2201FBN2P12T-EHumanEsophagusESCC1.77e-155.53e-010.1122
2201FBN2P15T-EHumanEsophagusESCC8.30e-041.94e-010.1149
2201FBN2P16T-EHumanEsophagusESCC6.34e-081.29e-010.1153
2201FBN2P22T-EHumanEsophagusESCC1.98e-072.69e-010.1236
2201FBN2P28T-EHumanEsophagusESCC4.10e-145.12e-010.1149
2201FBN2P30T-EHumanEsophagusESCC2.66e-211.31e+000.137
2201FBN2P49T-EHumanEsophagusESCC4.57e-047.98e-010.1768
2201FBN2P52T-EHumanEsophagusESCC1.59e-093.38e-010.1555
2201FBN2P65T-EHumanEsophagusESCC3.59e-031.06e-010.0978
2201FBN2P75T-EHumanEsophagusESCC1.18e-038.29e-020.1125
2201FBN2P79T-EHumanEsophagusESCC2.47e-062.07e-010.1154
2201FBN2male-WTAHumanThyroidPTC7.24e-078.79e-020.1037
2201FBN2ATC09HumanThyroidATC1.32e-084.01e-010.2871
2201FBN2ATC13HumanThyroidATC6.74e-621.21e+000.34
2201FBN2ATC1HumanThyroidATC1.27e-074.76e-010.2878
2201FBN2ATC2HumanThyroidATC1.31e-131.01e+000.34
2201FBN2ATC5HumanThyroidATC1.22e-721.29e+000.34
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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
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:0045185111EsophagusESCCmaintenance of protein location71/855294/187233.41e-097.24e-0871
GO:0051235110EsophagusESCCmaintenance of location200/8552327/187231.01e-082.02e-07200
GO:00715599EsophagusESCCresponse to transforming growth factor beta157/8552256/187232.95e-074.23e-06157
GO:000164918EsophagusESCCosteoblast differentiation140/8552229/187231.63e-061.95e-05140
GO:00715609EsophagusESCCcellular response to transforming growth factor beta stimulus151/8552250/187231.78e-062.10e-05151
GO:000150317EsophagusESCCossification232/8552408/187233.00e-063.40e-05232
GO:00071799EsophagusESCCtransforming growth factor beta receptor signaling pathway121/8552198/187238.26e-068.03e-05121
GO:000717810EsophagusESCCtransmembrane receptor protein serine/threonine kinase signaling pathway195/8552355/187232.58e-041.58e-03195
GO:00485687EsophagusESCCembryonic organ development228/8552427/187237.28e-043.79e-03228
GO:00487367EsophagusESCCappendage development98/8552172/187231.83e-038.37e-0398
GO:00601737EsophagusESCClimb development98/8552172/187231.83e-038.37e-0398
GO:00170156EsophagusESCCregulation of transforming growth factor beta receptor signaling pathway75/8552128/187232.19e-039.71e-0375
GO:00456675EsophagusESCCregulation of osteoblast differentiation77/8552132/187232.28e-031.00e-0277
GO:19038447EsophagusESCCregulation of cellular response to transforming growth factor beta stimulus76/8552131/187232.96e-031.24e-0276
GO:00456695EsophagusESCCpositive regulation of osteoblast differentiation43/855269/187233.93e-031.59e-0243
GO:00487052EsophagusESCCskeletal system morphogenesis120/8552220/187234.90e-031.89e-02120
GO:007169210EsophagusESCCprotein localization to extracellular region193/8552368/187235.01e-031.92e-02193
GO:0045185113ThyroidPTCmaintenance of protein location64/596894/187235.92e-132.85e-1164
GO:007155919ThyroidPTCresponse to transforming growth factor beta131/5968256/187239.20e-113.17e-09131
GO:007156019ThyroidPTCcellular response to transforming growth factor beta stimulus126/5968250/187237.34e-102.19e-08126
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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
FBN2SNVMissense_Mutationrs150735582c.2480N>Ap.Arg827Glnp.R827QP35556protein_codingtolerated(0.1)probably_damaging(0.992)TCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
FBN2SNVMissense_Mutationc.533N>Ap.Pro178Hisp.P178HP35556protein_codingdeleterious(0.02)probably_damaging(0.996)TCGA-A2-A0SV-01Breastbreast invasive carcinomaFemale<65III/IVOther, specify in notesBisphosphonate therapyzometaPD
FBN2SNVMissense_Mutationrs563228953c.1180N>Tp.Arg394Cysp.R394CP35556protein_codingdeleterious(0)possibly_damaging(0.873)TCGA-A8-A0A7-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FBN2SNVMissense_Mutationc.7477N>Cp.Asp2493Hisp.D2493HP35556protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
FBN2SNVMissense_Mutationc.3226N>Ap.Glu1076Lysp.E1076KP35556protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
FBN2SNVMissense_Mutationc.1733A>Gp.Glu578Glyp.E578GP35556protein_codingdeleterious(0)probably_damaging(0.988)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FBN2SNVMissense_Mutationnovelc.3034N>Cp.Cys1012Argp.C1012RP35556protein_codingdeleterious(0)benign(0.026)TCGA-BH-A0EB-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
FBN2SNVMissense_Mutationc.2771N>Ap.Leu924Hisp.L924HP35556protein_codingdeleterious(0)probably_damaging(0.999)TCGA-C8-A12K-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FBN2SNVMissense_Mutationc.7580N>Tp.Gly2527Valp.G2527VP35556protein_codingdeleterious(0)probably_damaging(0.997)TCGA-C8-A27B-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
FBN2SNVMissense_Mutationc.1858N>Ap.Glu620Lysp.E620KP35556protein_codingdeleterious(0.02)probably_damaging(0.987)TCGA-D8-A27G-01Breastbreast invasive 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
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