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: SNX11

Gene summary for SNX11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SNX11

Gene ID

29916

Gene namesorting nexin 11
Gene AliasSNX11
Cytomap17q21.32
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q9Y5W9


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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
29916SNX11LZE24THumanEsophagusESCC1.07e-111.65e-010.0596
29916SNX11P1T-EHumanEsophagusESCC6.02e-042.19e-010.0875
29916SNX11P2T-EHumanEsophagusESCC3.00e-201.64e-010.1177
29916SNX11P4T-EHumanEsophagusESCC5.76e-122.63e-010.1323
29916SNX11P5T-EHumanEsophagusESCC3.08e-097.96e-020.1327
29916SNX11P8T-EHumanEsophagusESCC4.56e-121.10e-010.0889
29916SNX11P9T-EHumanEsophagusESCC1.04e-046.05e-020.1131
29916SNX11P10T-EHumanEsophagusESCC3.04e-211.88e-010.116
29916SNX11P11T-EHumanEsophagusESCC1.73e-071.82e-010.1426
29916SNX11P12T-EHumanEsophagusESCC3.56e-232.17e-010.1122
29916SNX11P15T-EHumanEsophagusESCC8.76e-091.63e-010.1149
29916SNX11P16T-EHumanEsophagusESCC7.34e-202.36e-010.1153
29916SNX11P17T-EHumanEsophagusESCC2.73e-031.82e-010.1278
29916SNX11P20T-EHumanEsophagusESCC5.36e-081.86e-010.1124
29916SNX11P21T-EHumanEsophagusESCC4.33e-132.27e-010.1617
29916SNX11P22T-EHumanEsophagusESCC7.44e-091.49e-010.1236
29916SNX11P23T-EHumanEsophagusESCC3.09e-102.09e-010.108
29916SNX11P24T-EHumanEsophagusESCC1.66e-141.92e-010.1287
29916SNX11P26T-EHumanEsophagusESCC3.25e-222.48e-010.1276
29916SNX11P27T-EHumanEsophagusESCC8.40e-192.22e-010.1055
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:001605014EsophagusESCCvesicle organization211/8552300/187232.85e-182.87e-16211
GO:00160508Oral cavityOSCCvesicle organization189/7305300/187232.40e-172.14e-15189
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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
SNX11SNVMissense_Mutationnovelc.200N>Cp.Arg67Thrp.R67TQ9Y5W9protein_codingdeleterious(0)possibly_damaging(0.903)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
SNX11SNVMissense_Mutationrs759226849c.172N>Tp.Arg58Cysp.R58CQ9Y5W9protein_codingdeleterious(0)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SNX11SNVMissense_Mutationc.360N>Gp.Ser120Argp.S120RQ9Y5W9protein_codingtolerated(0.1)probably_damaging(0.999)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
SNX11SNVMissense_Mutationnovelc.416N>Cp.Val139Alap.V139AQ9Y5W9protein_codingtolerated(0.18)probably_damaging(0.984)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SNX11SNVMissense_Mutationrs371948730c.613G>Cp.Glu205Glnp.E205QQ9Y5W9protein_codingtolerated_low_confidence(0.05)benign(0.04)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SNX11SNVMissense_Mutationc.178N>Cp.Tyr60Hisp.Y60HQ9Y5W9protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-AA-3815-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SNX11SNVMissense_Mutationc.383N>Ap.Ser128Asnp.S128NQ9Y5W9protein_codingdeleterious(0.01)possibly_damaging(0.903)TCGA-AY-6197-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SNX11SNVMissense_Mutationrs775844175c.169C>Tp.Arg57Trpp.R57WQ9Y5W9protein_codingdeleterious(0.01)probably_damaging(1)TCGA-G4-6320-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyoxaliplatinSD
SNX11SNVMissense_Mutationnovelc.642N>Tp.Glu214Aspp.E214DQ9Y5W9protein_codingtolerated_low_confidence(0.08)benign(0)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SNX11SNVMissense_Mutationrs376480018c.299N>Ap.Arg100Glnp.R100QQ9Y5W9protein_codingtolerated(0.1)probably_damaging(0.998)TCGA-F5-6814-01Colorectumrectum 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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