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: SNX13

Gene summary for SNX13

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SNX13

Gene ID

23161

Gene namesorting nexin 13
Gene AliasRGS-PX1
Cytomap7p21.1
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

A0A024R9Z9


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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
23161SNX13HTA11_3410_2000001011HumanColorectumAD9.65e-18-6.47e-010.0155
23161SNX13HTA11_3361_2000001011HumanColorectumAD1.04e-08-6.70e-01-0.1207
23161SNX13HTA11_696_2000001011HumanColorectumAD1.28e-06-4.39e-01-0.1464
23161SNX13HTA11_866_2000001011HumanColorectumAD5.58e-13-5.28e-01-0.1001
23161SNX13HTA11_1391_2000001011HumanColorectumAD7.16e-05-4.59e-01-0.059
23161SNX13HTA11_7862_2000001011HumanColorectumAD2.98e-02-5.84e-01-0.0179
23161SNX13HTA11_866_3004761011HumanColorectumAD4.75e-11-5.73e-010.096
23161SNX13HTA11_8622_2000001021HumanColorectumSER8.71e-03-6.50e-010.0528
23161SNX13HTA11_10711_2000001011HumanColorectumAD4.19e-07-6.00e-010.0338
23161SNX13HTA11_7696_3000711011HumanColorectumAD2.64e-16-5.93e-010.0674
23161SNX13HTA11_99999970781_79442HumanColorectumMSS8.69e-11-5.08e-010.294
23161SNX13HTA11_99999971662_82457HumanColorectumMSS4.06e-06-4.79e-010.3859
23161SNX13HTA11_99999973899_84307HumanColorectumMSS3.08e-03-5.74e-010.2585
23161SNX13HTA11_99999974143_84620HumanColorectumMSS1.00e-14-5.43e-010.3005
23161SNX13A001-C-207HumanColorectumFAP1.33e-02-2.08e-010.1278
23161SNX13A015-C-203HumanColorectumFAP3.69e-27-3.81e-01-0.1294
23161SNX13A015-C-204HumanColorectumFAP1.83e-03-1.86e-01-0.0228
23161SNX13A014-C-040HumanColorectumFAP1.38e-03-4.30e-01-0.1184
23161SNX13A002-C-201HumanColorectumFAP5.15e-15-3.67e-010.0324
23161SNX13A002-C-203HumanColorectumFAP7.04e-03-2.26e-020.2786
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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
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
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.

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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:0043087ColorectumADregulation of GTPase activity110/3918348/187231.64e-065.03e-05110
GO:0043547ColorectumADpositive regulation of GTPase activity75/3918255/187237.95e-047.91e-0375
GO:00430871ColorectumSERregulation of GTPase activity77/2897348/187235.90e-048.07e-0377
GO:00430872ColorectumMSSregulation of GTPase activity101/3467348/187231.00e-063.46e-05101
GO:00435471ColorectumMSSpositive regulation of GTPase activity68/3467255/187237.97e-048.38e-0368
GO:00430873ColorectumFAPregulation of GTPase activity85/2622348/187231.20e-077.68e-0685
GO:00435472ColorectumFAPpositive regulation of GTPase activity61/2622255/187231.39e-053.73e-0461
GO:00430874ColorectumCRCregulation of GTPase activity69/2078348/187231.11e-066.69e-0569
GO:00435473ColorectumCRCpositive regulation of GTPase activity49/2078255/187238.67e-051.77e-0349
GO:004308715EsophagusESCCregulation of GTPase activity183/8552348/187235.34e-032.00e-02183
GO:00430875LiverNAFLDregulation of GTPase activity62/1882348/187235.65e-062.03e-0462
GO:00435474LiverNAFLDpositive regulation of GTPase activity45/1882255/187231.30e-042.47e-0345
GO:00430876LungIACregulation of GTPase activity67/2061348/187233.43e-061.44e-0467
GO:00435475LungIACpositive regulation of GTPase activity48/2061255/187231.40e-042.60e-0348
GO:004308711LungAISregulation of GTPase activity65/1849348/187233.35e-072.83e-0565
GO:004354711LungAISpositive regulation of GTPase activity44/1849255/187231.74e-043.64e-0344
GO:004308710Oral cavityOSCCregulation of GTPase activity165/7305348/187237.94e-044.27e-03165
GO:004308714Oral cavityEOLPregulation of GTPase activity66/2218348/187236.92e-058.55e-0466
GO:00435479Oral cavityEOLPpositive regulation of GTPase activity47/2218255/187231.34e-039.33e-0347
GO:004308722Oral cavityNEOLPregulation of GTPase activity54/2005348/187233.36e-032.00e-0254
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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
SNX13SNVMissense_Mutationnovelc.1963N>Cp.Ala655Prop.A655PQ9Y5W8protein_codingtolerated(0.12)benign(0.054)TCGA-A2-A04Q-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SNX13SNVMissense_Mutationnovelc.740N>Ap.Arg247Glnp.R247QQ9Y5W8protein_codingdeleterious(0.02)probably_damaging(0.996)TCGA-A2-A0SY-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyarimidexSD
SNX13SNVMissense_Mutationc.548N>Tp.Asp183Valp.D183VQ9Y5W8protein_codingtolerated(0.11)benign(0.007)TCGA-AO-A0J6-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SNX13SNVMissense_Mutationc.1471N>Cp.Glu491Glnp.E491QQ9Y5W8protein_codingtolerated(0.39)benign(0.019)TCGA-B6-A0WZ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
SNX13SNVMissense_Mutationc.1585N>Cp.Asp529Hisp.D529HQ9Y5W8protein_codingdeleterious(0)probably_damaging(0.991)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SNX13SNVMissense_Mutationnovelc.1330G>Ap.Gly444Argp.G444RQ9Y5W8protein_codingtolerated(0.09)possibly_damaging(0.653)TCGA-EW-A2FR-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyepirubicinSD
SNX13SNVMissense_Mutationnovelc.1622N>Ap.Gly541Glup.G541EQ9Y5W8protein_codingtolerated(0.08)benign(0.022)TCGA-XX-A89A-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SNX13SNVMissense_Mutationnovelc.1907G>Ap.Arg636Lysp.R636KQ9Y5W8protein_codingtolerated(0.36)benign(0.003)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SNX13SNVMissense_Mutationc.2515N>Ap.Asp839Asnp.D839NQ9Y5W8protein_codingtolerated(0.34)benign(0.013)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
SNX13SNVMissense_Mutationc.1423N>Ap.Glu475Lysp.E475KQ9Y5W8protein_codingtolerated(0.16)possibly_damaging(0.574)TCGA-MU-A51Y-01Cervixcervical & endocervical cancerFemale<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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