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: RBFOX1

Gene summary for RBFOX1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RBFOX1

Gene ID

54715

Gene nameRNA binding fox-1 homolog 1
Gene Alias2BP1
Cytomap16p13.3
Gene Typeprotein-coding
GO ID

GO:0000375

UniProtAcc

Q59HD3


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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
54715RBFOX1HTA11_3410_2000001011HumanColorectumAD8.62e-59-1.25e+000.0155
54715RBFOX1HTA11_2487_2000001011HumanColorectumSER2.03e-36-1.25e+00-0.1808
54715RBFOX1HTA11_2951_2000001011HumanColorectumAD5.14e-13-1.35e+000.0216
54715RBFOX1HTA11_1938_2000001011HumanColorectumAD3.58e-36-1.44e+00-0.0811
54715RBFOX1HTA11_78_2000001011HumanColorectumAD1.92e-13-7.45e-01-0.1088
54715RBFOX1HTA11_347_2000001011HumanColorectumAD1.07e-097.09e-02-0.1954
54715RBFOX1HTA11_2112_2000001011HumanColorectumSER1.24e-16-1.21e+00-0.2196
54715RBFOX1HTA11_3361_2000001011HumanColorectumAD1.01e-37-1.30e+00-0.1207
54715RBFOX1HTA11_83_2000001011HumanColorectumSER4.94e-17-9.33e-01-0.1526
54715RBFOX1HTA11_696_2000001011HumanColorectumAD3.13e-27-8.16e-01-0.1464
54715RBFOX1HTA11_866_2000001011HumanColorectumAD3.51e-27-8.60e-01-0.1001
54715RBFOX1HTA11_1391_2000001011HumanColorectumAD1.63e-25-9.41e-01-0.059
54715RBFOX1HTA11_2992_2000001011HumanColorectumSER1.37e-08-9.92e-01-0.1706
54715RBFOX1HTA11_5212_2000001011HumanColorectumAD4.39e-20-1.21e+00-0.2061
54715RBFOX1HTA11_5216_2000001011HumanColorectumSER4.24e-18-1.38e+00-0.1462
54715RBFOX1HTA11_546_2000001011HumanColorectumAD9.30e-07-4.01e-01-0.0842
54715RBFOX1HTA11_7862_2000001011HumanColorectumAD3.31e-12-9.09e-01-0.0179
54715RBFOX1HTA11_866_3004761011HumanColorectumAD2.71e-54-1.31e+000.096
54715RBFOX1HTA11_4255_2000001011HumanColorectumSER7.18e-10-9.63e-010.0446
54715RBFOX1HTA11_9408_2000001011HumanColorectumAD2.18e-11-1.27e+000.0451
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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
∗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:0008380ColorectumADRNA splicing169/3918434/187233.59e-182.04e-15169
GO:0000377ColorectumADRNA splicing, via transesterification reactions with bulged adenosine as nucleophile130/3918320/187235.88e-162.16e-13130
GO:0000398ColorectumADmRNA splicing, via spliceosome130/3918320/187235.88e-162.16e-13130
GO:0000375ColorectumADRNA splicing, via transesterification reactions131/3918324/187237.11e-162.22e-13131
GO:1903311ColorectumADregulation of mRNA metabolic process117/3918288/187231.69e-144.23e-12117
GO:0043484ColorectumADregulation of RNA splicing70/3918148/187236.47e-131.16e-1070
GO:0048024ColorectumADregulation of mRNA splicing, via spliceosome50/3918101/187231.62e-101.56e-0850
GO:0050684ColorectumADregulation of mRNA processing61/3918137/187234.23e-103.58e-0861
GO:0006403ColorectumADRNA localization71/3918201/187231.54e-064.76e-0571
GO:0000380ColorectumADalternative mRNA splicing, via spliceosome33/391877/187231.13e-052.55e-0433
GO:0051236ColorectumADestablishment of RNA localization58/3918166/187231.95e-054.01e-0458
GO:0015931ColorectumADnucleobase-containing compound transport73/3918222/187232.02e-054.10e-0473
GO:0050657ColorectumADnucleic acid transport57/3918163/187232.22e-054.39e-0457
GO:0050658ColorectumADRNA transport57/3918163/187232.22e-054.39e-0457
GO:0000381ColorectumADregulation of alternative mRNA splicing, via spliceosome27/391860/187232.41e-054.66e-0427
GO:00083801ColorectumSERRNA splicing123/2897434/187233.84e-128.41e-10123
GO:00003751ColorectumSERRNA splicing, via transesterification reactions90/2897324/187238.68e-097.50e-0790
GO:00003771ColorectumSERRNA splicing, via transesterification reactions with bulged adenosine as nucleophile89/2897320/187239.82e-098.14e-0789
GO:00003981ColorectumSERmRNA splicing, via spliceosome89/2897320/187239.82e-098.14e-0789
GO:00434841ColorectumSERregulation of RNA splicing49/2897148/187237.02e-084.49e-0649
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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
RBFOX1SNVMissense_Mutationc.587N>Ap.Arg196Glnp.R196Qprotein_codingdeleterious(0.01)possibly_damaging(0.834)TCGA-A2-A0SY-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyarimidexSD
RBFOX1SNVMissense_Mutationrs772938189c.481N>Tp.Arg161Trpp.R161Wprotein_codingdeleterious(0)probably_damaging(0.991)TCGA-AO-A03O-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinSD
RBFOX1SNVMissense_Mutationc.196C>Ap.Gln66Lysp.Q66Kprotein_codingdeleterious_low_confidence(0)possibly_damaging(0.53)TCGA-BH-A18J-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
RBFOX1SNVMissense_Mutationc.739N>Tp.Pro247Serp.P247Sprotein_codingdeleterious(0)benign(0.082)TCGA-D8-A145-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
RBFOX1SNVMissense_Mutationc.664A>Gp.Thr222Alap.T222Aprotein_codingdeleterious(0)possibly_damaging(0.593)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
RBFOX1SNVMissense_Mutationnovelc.326A>Cp.Tyr109Serp.Y109Sprotein_codingdeleterious_low_confidence(0)possibly_damaging(0.554)TCGA-D8-A27E-01Breastbreast invasive carcinomaFemale>=65I/IIHormone Therapytamoxiphen+anastrazolumSD
RBFOX1SNVMissense_Mutationc.610G>Ap.Val204Ilep.V204Iprotein_codingdeleterious(0.01)possibly_damaging(0.844)TCGA-E2-A154-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
RBFOX1SNVMissense_Mutationrs758592429c.156G>Tp.Arg52Serp.R52Sprotein_codingdeleterious_low_confidence(0)benign(0.01)TCGA-E2-A1BC-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
RBFOX1insertionFrame_Shift_Insnovelc.1181_1182insAGAGGGTATTTTAATTp.Tyr395GlufsTer25p.Y395Efs*25protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RBFOX1SNVMissense_Mutationc.610G>Ap.Val204Ilep.V204Iprotein_codingdeleterious(0.01)possibly_damaging(0.844)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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
54715RBFOX1NAantineoplastic agents25823661
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