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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: SNX17

Gene summary for SNX17

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SNX17

Gene ID

9784

Gene namesorting nexin 17
Gene AliasSNX17
Cytomap2p23.3
Gene Typeprotein-coding
GO ID

GO:0001568

UniProtAcc

B4DTB8


Top

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
9784SNX17HTA11_2487_2000001011HumanColorectumSER2.73e-063.40e-01-0.1808
9784SNX17HTA11_1938_2000001011HumanColorectumAD2.87e-063.27e-01-0.0811
9784SNX17HTA11_78_2000001011HumanColorectumAD3.70e-052.94e-01-0.1088
9784SNX17HTA11_347_2000001011HumanColorectumAD6.86e-113.28e-01-0.1954
9784SNX17HTA11_3361_2000001011HumanColorectumAD1.33e-073.55e-01-0.1207
9784SNX17HTA11_83_2000001011HumanColorectumSER1.26e-021.94e-01-0.1526
9784SNX17HTA11_696_2000001011HumanColorectumAD6.53e-122.63e-01-0.1464
9784SNX17HTA11_866_2000001011HumanColorectumAD9.62e-041.73e-01-0.1001
9784SNX17HTA11_1391_2000001011HumanColorectumAD8.66e-124.02e-01-0.059
9784SNX17HTA11_5212_2000001011HumanColorectumAD5.00e-043.18e-01-0.2061
9784SNX17HTA11_866_3004761011HumanColorectumAD1.86e-133.61e-010.096
9784SNX17HTA11_8622_2000001021HumanColorectumSER3.76e-022.63e-010.0528
9784SNX17HTA11_7663_2000001011HumanColorectumSER2.53e-023.35e-010.0131
9784SNX17HTA11_10623_2000001011HumanColorectumAD1.76e-043.29e-01-0.0177
9784SNX17HTA11_10711_2000001011HumanColorectumAD4.13e-022.34e-010.0338
9784SNX17HTA11_7696_3000711011HumanColorectumAD9.74e-082.10e-010.0674
9784SNX17HTA11_99999970781_79442HumanColorectumMSS1.67e-093.43e-010.294
9784SNX17HTA11_99999965104_69814HumanColorectumMSS1.01e-115.31e-010.281
9784SNX17HTA11_99999971662_82457HumanColorectumMSS5.01e-113.17e-010.3859
9784SNX17HTA11_99999973899_84307HumanColorectumMSS2.10e-074.47e-010.2585
Page: 1 2 3 4 5 6 7 8 

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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0016197ColorectumADendosomal transport90/3918230/187231.88e-101.73e-0890
GO:0098876ColorectumADvesicle-mediated transport to the plasma membrane57/3918136/187232.30e-081.27e-0657
GO:1901361ColorectumADorganic cyclic compound catabolic process153/3918495/187238.23e-084.18e-06153
GO:0044282ColorectumADsmall molecule catabolic process118/3918376/187231.05e-063.55e-05118
GO:0006066ColorectumADalcohol metabolic process106/3918353/187233.02e-055.57e-04106
GO:0016042ColorectumADlipid catabolic process97/3918320/187234.31e-057.56e-0497
GO:0006898ColorectumADreceptor-mediated endocytosis76/3918244/187231.07e-041.59e-0376
GO:0030100ColorectumADregulation of endocytosis67/3918211/187231.42e-042.01e-0367
GO:0032456ColorectumADendocytic recycling28/391873/187234.87e-045.30e-0328
GO:0046164ColorectumADalcohol catabolic process20/391855/187236.03e-033.78e-0220
GO:0008202ColorectumADsteroid metabolic process85/3918319/187238.07e-034.75e-0285
GO:00161971ColorectumSERendosomal transport61/2897230/187231.03e-053.35e-0461
GO:00160421ColorectumSERlipid catabolic process77/2897320/187233.52e-059.18e-0477
GO:00442821ColorectumSERsmall molecule catabolic process87/2897376/187235.31e-051.27e-0387
GO:00988761ColorectumSERvesicle-mediated transport to the plasma membrane37/2897136/187233.08e-045.00e-0337
GO:00060661ColorectumSERalcohol metabolic process79/2897353/187233.50e-045.50e-0379
GO:19013611ColorectumSERorganic cyclic compound catabolic process104/2897495/187235.46e-047.63e-03104
GO:00461641ColorectumSERalcohol catabolic process17/289755/187233.00e-032.65e-0217
GO:00301001ColorectumSERregulation of endocytosis48/2897211/187233.29e-032.82e-0248
GO:19013612ColorectumMSSorganic cyclic compound catabolic process148/3467495/187233.47e-103.18e-08148
Page: 1 2 3 4 5 6 7 8 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
SNX17SNVMissense_Mutationrs756756686c.827N>Tp.Ala276Valp.A276VQ15036protein_codingdeleterious(0)benign(0.043)TCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SNX17SNVMissense_Mutationrs747689756c.708N>Tp.Trp236Cysp.W236CQ15036protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SNX17SNVMissense_Mutationc.1034N>Ap.Arg345Hisp.R345HQ15036protein_codingtolerated(0.1)benign(0.006)TCGA-AQ-A1H3-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
SNX17SNVMissense_Mutationnovelc.954N>Ap.Met318Ilep.M318IQ15036protein_codingtolerated(0.24)benign(0.134)TCGA-B6-A3ZX-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
SNX17SNVMissense_Mutationc.1054N>Ap.Tyr352Asnp.Y352NQ15036protein_codingdeleterious(0)probably_damaging(0.999)TCGA-E2-A1LL-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydocetaxelPD
SNX17SNVMissense_Mutationnovelc.968T>Gp.Val323Glyp.V323GQ15036protein_codingdeleterious(0)possibly_damaging(0.536)TCGA-OL-A6VO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
SNX17insertionIn_Frame_Insnovelc.281_282insTGGTTTTCTGTCCAGTCTTACTGCTCTAGTAGCCTTTACp.Ser94_Ser95insGlyPheLeuSerSerLeuThrAlaLeuValAlaPheThrp.S94_S95insGFLSSLTALVAFTQ15036protein_codingTCGA-A2-A0D0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SNX17insertionFrame_Shift_Insnovelc.1390_1391insACCTGATp.Gly464AspfsTer7p.G464Dfs*7Q15036protein_codingTCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SNX17insertionFrame_Shift_Insnovelc.1392_1393insCACCCGGGAGTCTATGGTCAAACTCTCAGTGp.Ile465HisfsTer14p.I465Hfs*14Q15036protein_codingTCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SNX17insertionNonsense_Mutationnovelc.142_143insCCAGATCTTAAACTCTATTTAACTCAp.Arg48ProfsTer4p.R48Pfs*4Q15036protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
Page: 1 2 3 4 5 6 

Top

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
Page: 1