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: SYNJ2BP

Gene summary for SYNJ2BP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SYNJ2BP

Gene ID

55333

Gene namesynaptojanin 2 binding protein
Gene AliasARIP2
Cytomap14q24.2
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

A0A024R670


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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
55333SYNJ2BPHTA11_3410_2000001011HumanColorectumAD8.84e-193.29e-010.0155
55333SYNJ2BPHTA11_2487_2000001011HumanColorectumSER5.21e-276.21e-01-0.1808
55333SYNJ2BPHTA11_2951_2000001011HumanColorectumAD3.34e-043.63e-010.0216
55333SYNJ2BPHTA11_1938_2000001011HumanColorectumAD9.20e-328.68e-01-0.0811
55333SYNJ2BPHTA11_78_2000001011HumanColorectumAD4.35e-379.35e-01-0.1088
55333SYNJ2BPHTA11_347_2000001011HumanColorectumAD5.32e-751.36e+00-0.1954
55333SYNJ2BPHTA11_411_2000001011HumanColorectumSER6.42e-181.13e+00-0.2602
55333SYNJ2BPHTA11_2112_2000001011HumanColorectumSER1.50e-044.24e-01-0.2196
55333SYNJ2BPHTA11_3361_2000001011HumanColorectumAD9.32e-143.70e-01-0.1207
55333SYNJ2BPHTA11_83_2000001011HumanColorectumSER1.40e-257.53e-01-0.1526
55333SYNJ2BPHTA11_696_2000001011HumanColorectumAD2.28e-386.50e-01-0.1464
55333SYNJ2BPHTA11_866_2000001011HumanColorectumAD6.22e-416.75e-01-0.1001
55333SYNJ2BPHTA11_1391_2000001011HumanColorectumAD1.21e-417.96e-01-0.059
55333SYNJ2BPHTA11_2992_2000001011HumanColorectumSER2.52e-106.04e-01-0.1706
55333SYNJ2BPHTA11_5212_2000001011HumanColorectumAD2.13e-124.78e-01-0.2061
55333SYNJ2BPHTA11_5216_2000001011HumanColorectumSER2.49e-084.15e-01-0.1462
55333SYNJ2BPHTA11_546_2000001011HumanColorectumAD1.50e-175.91e-01-0.0842
55333SYNJ2BPHTA11_9341_2000001011HumanColorectumSER1.86e-064.03e-01-0.00410000000000005
55333SYNJ2BPHTA11_7862_2000001011HumanColorectumAD1.13e-217.58e-01-0.0179
55333SYNJ2BPHTA11_866_3004761011HumanColorectumAD1.47e-275.72e-010.096
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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
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
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:001063131ThyroidATCepithelial cell migration169/6293357/187234.21e-087.69e-07169
GO:009013031ThyroidATCtissue migration171/6293365/187238.55e-081.47e-06171
GO:009013231ThyroidATCepithelium migration169/6293360/187238.57e-081.47e-06169
GO:003150316ThyroidATCprotein-containing complex localization108/6293220/187231.33e-061.69e-05108
GO:001063231ThyroidATCregulation of epithelial cell migration137/6293292/187231.44e-061.77e-05137
GO:004354231ThyroidATCendothelial cell migration127/6293279/187232.14e-051.91e-04127
GO:000721915ThyroidATCNotch signaling pathway79/6293172/187235.08e-042.96e-0379
GO:004340926ThyroidATCnegative regulation of MAPK cascade82/6293180/187235.51e-043.19e-0382
GO:001059431ThyroidATCregulation of endothelial cell migration102/6293232/187236.17e-043.51e-03102
GO:004001316ThyroidATCnegative regulation of locomotion160/6293391/187231.36e-037.07e-03160
GO:003508815ThyroidATCestablishment or maintenance of apical/basal cell polarity27/629349/187231.58e-037.99e-0327
GO:006124515ThyroidATCestablishment or maintenance of bipolar cell polarity27/629349/187231.58e-037.99e-0327
GO:003033616ThyroidATCnegative regulation of cell migration142/6293344/187231.64e-038.22e-03142
GO:00457657ThyroidATCregulation of angiogenesis141/6293342/187231.80e-038.85e-03141
GO:19013427ThyroidATCregulation of vasculature development143/6293348/187231.95e-039.44e-03143
GO:005127117ThyroidATCnegative regulation of cellular component movement150/6293367/187231.99e-039.54e-03150
GO:200014617ThyroidATCnegative regulation of cell motility147/6293359/187232.01e-039.60e-03147
GO:004519715ThyroidATCestablishment or maintenance of epithelial cell apical/basal polarity24/629344/187233.39e-031.52e-0224
GO:0050673111ThyroidATCepithelial cell proliferation174/6293437/187233.49e-031.55e-02174
GO:0050678110ThyroidATCregulation of epithelial cell proliferation151/6293381/187237.47e-032.92e-02151
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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
SYNJ2BPinsertionIn_Frame_Insnovelc.107_108insGAAGTTACTTGTTCAAAAAGCACAAGGCAGGAAGCAGCGAGGp.Val36_Ser37insLysLeuLeuValGlnLysAlaGlnGlyArgLysGlnArgGlyp.V36_S37insKLLVQKAQGRKQRGP57105protein_codingTCGA-A2-A0CQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SYNJ2BPSNVMissense_Mutationnovelc.349N>Ap.Gly117Serp.G117SP57105protein_codingtolerated(0.55)benign(0.001)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SYNJ2BPSNVMissense_Mutationc.377N>Tp.Pro126Leup.P126LP57105protein_codingtolerated(0.07)benign(0.23)TCGA-AA-3852-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SYNJ2BPSNVMissense_Mutationnovelc.379G>Tp.Val127Leup.V127LP57105protein_codingtolerated(0.46)benign(0.003)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SYNJ2BPSNVMissense_Mutationc.331G>Tp.Gly111Cysp.G111CP57105protein_codingtolerated(0.05)benign(0.219)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SYNJ2BPSNVMissense_Mutationc.329N>Ap.Arg110Glnp.R110QP57105protein_codingtolerated(0.24)benign(0.015)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
SYNJ2BPSNVMissense_Mutationnovelc.16G>Ap.Asp6Asnp.D6NP57105protein_codingtolerated(0.42)benign(0.013)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SYNJ2BPSNVMissense_Mutationnovelc.85N>Ap.Gly29Serp.G29SP57105protein_codingdeleterious(0)probably_damaging(1)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SYNJ2BPSNVMissense_Mutationrs201847524c.256N>Tp.Arg86Cysp.R86CP57105protein_codingdeleterious(0.04)probably_damaging(0.967)TCGA-53-7624-01Lunglung adenocarcinomaFemale<65III/IVChemotherapycisplatinPD
SYNJ2BPSNVMissense_Mutationc.344N>Ap.Pro115Glnp.P115QP57105protein_codingtolerated(0.05)possibly_damaging(0.462)TCGA-78-7163-01Lunglung adenocarcinomaMale<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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