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: SNX33

Gene summary for SNX33

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SNX33

Gene ID

257364

Gene namesorting nexin 33
Gene AliasSH3PX3
Cytomap15q24.2
Gene Typeprotein-coding
GO ID

GO:0000278

UniProtAcc

Q8WV41


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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
257364SNX33HCC1_MengHumanLiverHCC4.98e-212.09e-020.0246
257364SNX33HCC2_MengHumanLiverHCC3.13e-097.84e-020.0107
257364SNX33HCC5HumanLiverHCC2.77e-036.64e-010.4932
257364SNX33S014HumanLiverHCC1.54e-052.34e-010.2254
257364SNX33S015HumanLiverHCC8.73e-073.35e-010.2375
257364SNX33S016HumanLiverHCC1.30e-062.23e-010.2243
257364SNX33S027HumanLiverHCC2.46e-076.21e-010.2446
257364SNX33S028HumanLiverHCC2.67e-165.44e-010.2503
257364SNX33S029HumanLiverHCC2.53e-216.63e-010.2581
257364SNX33C21HumanOral cavityOSCC5.34e-093.18e-010.2678
257364SNX33C30HumanOral cavityOSCC9.58e-175.99e-010.3055
257364SNX33C43HumanOral cavityOSCC1.41e-021.46e-010.1704
257364SNX33C51HumanOral cavityOSCC9.98e-052.67e-010.2674
257364SNX33C07HumanOral cavityOSCC3.37e-034.76e-010.2491
257364SNX33LP15HumanOral cavityLP1.79e-045.23e-010.2174
257364SNX33SYSMH3HumanOral cavityOSCC2.34e-062.42e-010.2442
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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:000989622LiverHCCpositive regulation of catabolic process335/7958492/187233.83e-311.87e-28335
GO:003133122LiverHCCpositive regulation of cellular catabolic process295/7958427/187233.20e-291.45e-26295
GO:004217622LiverHCCregulation of protein catabolic process267/7958391/187232.45e-257.38e-23267
GO:190382922LiverHCCpositive regulation of cellular protein localization199/7958276/187231.15e-232.62e-21199
GO:004573222LiverHCCpositive regulation of protein catabolic process163/7958231/187234.00e-184.69e-16163
GO:001605021LiverHCCvesicle organization194/7958300/187235.58e-153.97e-13194
GO:004586222LiverHCCpositive regulation of proteolysis232/7958372/187235.66e-153.98e-13232
GO:001619721LiverHCCendosomal transport154/7958230/187234.74e-142.95e-12154
GO:001703811LiverHCCprotein import140/7958206/187231.12e-136.46e-12140
GO:000703211LiverHCCendosome organization61/795882/187234.36e-091.15e-0761
GO:003250611LiverHCCcytokinetic process32/795839/187234.73e-077.69e-0632
GO:000028111LiverHCCmitotic cytokinesis51/795871/187235.20e-078.38e-0651
GO:000091011LiverHCCcytokinesis100/7958173/187233.38e-053.39e-04100
GO:190382811LiverHCCnegative regulation of cellular protein localization71/7958117/187235.44e-055.12e-0471
GO:003010021LiverHCCregulation of endocytosis117/7958211/187239.56e-058.32e-04117
GO:006164011LiverHCCcytoskeleton-dependent cytokinesis60/7958100/187233.09e-042.20e-0360
GO:00065091LiverHCCmembrane protein ectodomain proteolysis28/795843/187232.30e-031.14e-0228
GO:003361911LiverHCCmembrane protein proteolysis35/795857/187233.08e-031.43e-0235
GO:00069071LiverHCCpinocytosis16/795822/187234.03e-031.76e-0216
GO:000989620Oral cavityOSCCpositive regulation of catabolic process307/7305492/187232.29e-267.64e-24307
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0513242LiverHCCSalmonella infection178/4020249/84655.90e-151.98e-131.10e-13178
hsa0513252LiverHCCSalmonella infection178/4020249/84655.90e-151.98e-131.10e-13178
hsa0513230Oral cavityOSCCSalmonella infection174/3704249/84652.67e-171.49e-157.58e-16174
hsa05132114Oral cavityOSCCSalmonella infection174/3704249/84652.67e-171.49e-157.58e-16174
hsa05132210Oral cavityLPSalmonella infection128/2418249/84651.17e-142.79e-131.80e-13128
hsa0513238Oral cavityLPSalmonella infection128/2418249/84651.17e-142.79e-131.80e-13128
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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
SNX33SNVMissense_Mutationc.1559G>Ap.Cys520Tyrp.C520YQ8WV41protein_codingdeleterious(0)probably_damaging(0.942)TCGA-A2-A0YJ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanPD
SNX33SNVMissense_Mutationnovelc.805N>Gp.His269Aspp.H269DQ8WV41protein_codingdeleterious(0)probably_damaging(0.962)TCGA-A8-A07P-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilSD
SNX33SNVMissense_Mutationc.656G>Ap.Arg219Hisp.R219HQ8WV41protein_codingtolerated(0.54)benign(0.223)TCGA-A8-A0AD-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
SNX33insertionIn_Frame_Insnovelc.803_804insGGCTGCTAAGGGAGGAGGp.Lys268_His269insAlaAlaLysGlyGlyGlyp.K268_H269insAAKGGGQ8WV41protein_codingTCGA-A8-A07P-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilSD
SNX33insertionNonsense_Mutationnovelc.695_696insAGCCCAGCTAGGAGTGGTGGGGGCAGTGGCTTCCTp.Cys232Terp.C232*Q8WV41protein_codingTCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SNX33SNVMissense_Mutationnovelc.5N>Tp.Ala2Valp.A2VQ8WV41protein_codingdeleterious(0)possibly_damaging(0.516)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SNX33SNVMissense_Mutationrs765176187c.524N>Ap.Arg175Glnp.R175QQ8WV41protein_codingtolerated(0.25)benign(0.06)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
SNX33SNVMissense_Mutationc.1593G>Tp.Met531Ilep.M531IQ8WV41protein_codingtolerated(1)benign(0.007)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SNX33SNVMissense_Mutationc.797N>Ap.Arg266Hisp.R266HQ8WV41protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3667-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SNX33SNVMissense_Mutationc.1146G>Tp.Lys382Asnp.K382NQ8WV41protein_codingdeleterious(0.01)benign(0.444)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
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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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