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: SNX10

Gene summary for SNX10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SNX10

Gene ID

29887

Gene namesorting nexin 10
Gene AliasOPTB8
Cytomap7p15.2
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

A0A024RA70


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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
29887SNX10LZE4THumanEsophagusESCC9.98e-092.78e-010.0811
29887SNX10LZE6THumanEsophagusESCC7.70e-053.53e-010.0845
29887SNX10P2T-EHumanEsophagusESCC3.90e-426.87e-010.1177
29887SNX10P4T-EHumanEsophagusESCC2.31e-164.30e-010.1323
29887SNX10P5T-EHumanEsophagusESCC7.31e-142.83e-010.1327
29887SNX10P8T-EHumanEsophagusESCC4.30e-102.16e-010.0889
29887SNX10P9T-EHumanEsophagusESCC3.75e-042.00e-010.1131
29887SNX10P10T-EHumanEsophagusESCC5.22e-082.01e-010.116
29887SNX10P11T-EHumanEsophagusESCC1.60e-125.72e-010.1426
29887SNX10P16T-EHumanEsophagusESCC3.87e-123.15e-010.1153
29887SNX10P17T-EHumanEsophagusESCC2.28e-042.83e-010.1278
29887SNX10P19T-EHumanEsophagusESCC3.42e-065.17e-010.1662
29887SNX10P20T-EHumanEsophagusESCC5.36e-103.17e-010.1124
29887SNX10P21T-EHumanEsophagusESCC1.09e-224.52e-010.1617
29887SNX10P22T-EHumanEsophagusESCC1.59e-305.03e-010.1236
29887SNX10P24T-EHumanEsophagusESCC1.13e-123.42e-010.1287
29887SNX10P26T-EHumanEsophagusESCC2.13e-275.89e-010.1276
29887SNX10P27T-EHumanEsophagusESCC5.66e-082.50e-010.1055
29887SNX10P28T-EHumanEsophagusESCC7.98e-132.58e-010.1149
29887SNX10P32T-EHumanEsophagusESCC6.56e-153.50e-010.1666
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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
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:001605014EsophagusESCCvesicle organization211/8552300/187232.85e-182.87e-16211
GO:0030099111EsophagusESCCmyeloid cell differentiation232/8552381/187231.22e-092.90e-08232
GO:000703214EsophagusESCCendosome organization61/855282/187231.13e-071.85e-0661
GO:00726985EsophagusESCCprotein localization to microtubule cytoskeleton43/855254/187233.28e-074.61e-0643
GO:00443804EsophagusESCCprotein localization to cytoskeleton45/855258/187236.89e-078.99e-0645
GO:000257317EsophagusESCCmyeloid leukocyte differentiation128/8552208/187232.75e-063.15e-05128
GO:000150317EsophagusESCCossification232/8552408/187233.00e-063.40e-05232
GO:19055086EsophagusESCCprotein localization to microtubule organizing center28/855235/187233.40e-052.78e-0428
GO:00715396EsophagusESCCprotein localization to centrosome26/855233/187231.06e-047.43e-0426
GO:00315299EsophagusESCCruffle organization39/855256/187232.44e-041.51e-0339
GO:00971789EsophagusESCCruffle assembly32/855244/187232.50e-041.54e-0332
GO:199082316EsophagusESCCresponse to leukemia inhibitory factor60/855295/187234.41e-042.48e-0360
GO:199083015EsophagusESCCcellular response to leukemia inhibitory factor59/855294/187236.19e-043.32e-0359
GO:00603485EsophagusESCCbone development115/8552205/187231.67e-037.72e-03115
GO:00303165EsophagusESCCosteoclast differentiation54/855294/187231.43e-024.65e-0254
GO:00160505LiverNAFLDvesicle organization50/1882300/187232.42e-044.06e-0350
GO:00715394LiverNAFLDprotein localization to centrosome10/188233/187231.09e-031.27e-0210
GO:19055084LiverNAFLDprotein localization to microtubule organizing center10/188235/187231.79e-031.85e-0210
GO:00300997LiverNAFLDmyeloid cell differentiation55/1882381/187233.86e-033.28e-0255
GO:00603481LiverNAFLDbone development33/1882205/187234.45e-033.60e-0233
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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
SNX10SNVMissense_Mutationc.298G>Ap.Asp100Asnp.D100NQ9Y5X0protein_codingtolerated(0.23)possibly_damaging(0.5)TCGA-C8-A137-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
SNX10SNVMissense_Mutationc.587C>Gp.Thr196Argp.T196RQ9Y5X0protein_codingtolerated_low_confidence(0.11)benign(0.01)TCGA-E2-A158-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyarimidexSD
SNX10SNVMissense_Mutationc.557A>Gp.Asp186Glyp.D186GQ9Y5X0protein_codingtolerated(0.08)benign(0.001)TCGA-E9-A1NE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
SNX10SNVMissense_Mutationc.448N>Tp.Ala150Serp.A150SQ9Y5X0protein_codingtolerated(0.08)probably_damaging(0.968)TCGA-GM-A2DB-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
SNX10insertionFrame_Shift_Insnovelc.159_160insGATCTCAGp.Tyr54AspfsTer10p.Y54Dfs*10Q9Y5X0protein_codingTCGA-AO-A03R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SNX10SNVMissense_Mutationnovelc.164N>Ap.Arg55Lysp.R55KQ9Y5X0protein_codingtolerated(0.14)benign(0.003)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SNX10insertionFrame_Shift_Insnovelc.481_482insGCTCTGTp.Glu161GlyfsTer10p.E161Gfs*10Q9Y5X0protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SNX10SNVMissense_Mutationnovelc.7C>Tp.Pro3Serp.P3SQ9Y5X0protein_codingtolerated(0.19)probably_damaging(0.968)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SNX10SNVMissense_Mutationnovelc.51T>Ap.Asp17Glup.D17EQ9Y5X0protein_codingdeleterious(0.03)probably_damaging(0.987)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SNX10SNVMissense_Mutationrs781164071c.395N>Tp.Ala132Valp.A132VQ9Y5X0protein_codingdeleterious(0.02)probably_damaging(0.97)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=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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