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: SNX15

Gene summary for SNX15

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SNX15

Gene ID

29907

Gene namesorting nexin 15
Gene AliasHSAF001435
Cytomap11q13.1
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

E5KQS5


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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
29907SNX15HTA11_2487_2000001011HumanColorectumSER2.44e-051.62e-01-0.1808
29907SNX15HTA11_1938_2000001011HumanColorectumAD1.67e-021.27e-01-0.0811
29907SNX15HTA11_78_2000001011HumanColorectumAD8.38e-102.49e-01-0.1088
29907SNX15HTA11_347_2000001011HumanColorectumAD2.00e-274.68e-01-0.1954
29907SNX15HTA11_411_2000001011HumanColorectumSER5.61e-032.94e-01-0.2602
29907SNX15HTA11_3361_2000001011HumanColorectumAD7.91e-052.13e-01-0.1207
29907SNX15HTA11_83_2000001011HumanColorectumSER8.73e-042.58e-01-0.1526
29907SNX15HTA11_696_2000001011HumanColorectumAD8.44e-122.36e-01-0.1464
29907SNX15HTA11_866_2000001011HumanColorectumAD3.52e-132.52e-01-0.1001
29907SNX15HTA11_1391_2000001011HumanColorectumAD1.17e-153.32e-01-0.059
29907SNX15HTA11_2992_2000001011HumanColorectumSER1.72e-053.10e-01-0.1706
29907SNX15HTA11_5212_2000001011HumanColorectumAD3.03e-031.93e-01-0.2061
29907SNX15HTA11_5216_2000001011HumanColorectumSER3.34e-043.36e-01-0.1462
29907SNX15HTA11_546_2000001011HumanColorectumAD8.71e-062.90e-01-0.0842
29907SNX15HTA11_866_3004761011HumanColorectumAD7.84e-092.28e-010.096
29907SNX15HTA11_4255_2000001011HumanColorectumSER3.40e-021.93e-010.0446
29907SNX15HTA11_8622_2000001021HumanColorectumSER8.37e-052.26e-010.0528
29907SNX15HTA11_6801_2000001011HumanColorectumSER2.21e-022.06e-010.0171
29907SNX15HTA11_7696_3000711011HumanColorectumAD2.05e-061.48e-010.0674
29907SNX15HTA11_7469_2000001011HumanColorectumAD2.39e-032.90e-01-0.0124
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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
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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
SNX15SNVMissense_Mutationnovelc.265N>Ap.Glu89Lysp.E89KQ9NRS6protein_codingdeleterious(0.01)probably_damaging(0.926)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SNX15SNVMissense_Mutationc.559N>Cp.Asp187Hisp.D187HQ9NRS6protein_codingdeleterious(0)probably_damaging(0.998)TCGA-E2-A1LA-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
SNX15SNVMissense_Mutationc.654C>Ap.Phe218Leup.F218LQ9NRS6protein_codingtolerated(0.31)benign(0.036)TCGA-EW-A1PB-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
SNX15SNVMissense_Mutationrs530595640c.212G>Ap.Arg71Hisp.R71HQ9NRS6protein_codingdeleterious(0)probably_damaging(0.938)TCGA-GM-A2DB-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
SNX15SNVMissense_Mutationnovelc.602C>Tp.Ser201Phep.S201FQ9NRS6protein_codingtolerated(0.3)benign(0.275)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
SNX15SNVMissense_Mutationc.1015N>Gp.Gln339Glup.Q339EQ9NRS6protein_codingdeleterious_low_confidence(0.02)benign(0.001)TCGA-IR-A3LI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SNX15SNVMissense_Mutationrs200424255c.200N>Ap.Arg67Hisp.R67HQ9NRS6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3502-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SNX15SNVMissense_Mutationc.290N>Ap.Arg97Glnp.R97QQ9NRS6protein_codingdeleterious(0)benign(0.114)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SNX15SNVMissense_Mutationnovelc.986N>Ap.Ala329Glup.A329EQ9NRS6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SNX15SNVMissense_Mutationc.158N>Ap.Ser53Asnp.S53NQ9NRS6protein_codingdeleterious(0.01)benign(0.426)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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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