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: SNX5

Gene summary for SNX5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SNX5

Gene ID

27131

Gene namesorting nexin 5
Gene AliasSNX5
Cytomap20p11.23
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q6P5V6


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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
27131SNX5HTA11_78_2000001011HumanColorectumAD2.45e-033.88e-01-0.1088
27131SNX5HTA11_347_2000001011HumanColorectumAD3.13e-146.13e-01-0.1954
27131SNX5HTA11_1391_2000001011HumanColorectumAD6.70e-034.42e-01-0.059
27131SNX5HTA11_99999970781_79442HumanColorectumMSS2.43e-024.70e-010.294
27131SNX5HTA11_99999965104_69814HumanColorectumMSS8.43e-076.37e-010.281
27131SNX5A015-C-203HumanColorectumFAP1.28e-14-2.25e-01-0.1294
27131SNX5A015-C-204HumanColorectumFAP4.73e-02-1.80e-01-0.0228
27131SNX5A002-C-201HumanColorectumFAP1.13e-03-1.57e-010.0324
27131SNX5A002-C-203HumanColorectumFAP1.18e-06-1.86e-010.2786
27131SNX5A001-C-119HumanColorectumFAP4.06e-04-3.14e-01-0.1557
27131SNX5A001-C-108HumanColorectumFAP2.55e-09-1.47e-01-0.0272
27131SNX5A002-C-205HumanColorectumFAP8.16e-09-2.39e-01-0.1236
27131SNX5A001-C-104HumanColorectumFAP2.54e-02-1.03e-010.0184
27131SNX5A015-C-006HumanColorectumFAP1.21e-05-2.46e-01-0.0994
27131SNX5A015-C-106HumanColorectumFAP1.34e-06-1.86e-01-0.0511
27131SNX5A002-C-114HumanColorectumFAP2.21e-06-1.71e-01-0.1561
27131SNX5A015-C-104HumanColorectumFAP4.49e-16-2.55e-01-0.1899
27131SNX5A001-C-014HumanColorectumFAP1.28e-05-1.24e-010.0135
27131SNX5A002-C-016HumanColorectumFAP6.33e-11-2.12e-010.0521
27131SNX5A015-C-002HumanColorectumFAP8.78e-03-8.66e-02-0.0763
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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
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
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.

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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:004343428ThyroidATCresponse to peptide hormone192/6293414/187233.63e-086.70e-07192
GO:0007173111ThyroidATCepidermal growth factor receptor signaling pathway63/6293108/187231.15e-071.92e-0663
GO:007137524ThyroidATCcellular response to peptide hormone stimulus138/6293290/187234.90e-077.05e-06138
GO:003286824ThyroidATCresponse to insulin126/6293264/187231.24e-061.59e-05126
GO:003286923ThyroidATCcellular response to insulin stimulus101/6293203/187231.34e-061.69e-05101
GO:004205916ThyroidATCnegative regulation of epidermal growth factor receptor signaling pathway21/629328/187238.94e-068.95e-0521
GO:190118515ThyroidATCnegative regulation of ERBB signaling pathway23/629332/187231.09e-051.07e-0423
GO:190118415ThyroidATCregulation of ERBB signaling pathway45/629379/187231.68e-051.55e-0445
GO:004205814ThyroidATCregulation of epidermal growth factor receptor signaling pathway42/629373/187232.29e-052.02e-0442
GO:000828618ThyroidATCinsulin receptor signaling pathway60/6293116/187234.20e-053.40e-0460
GO:004214715ThyroidATCretrograde transport, endosome to Golgi49/629391/187235.48e-054.23e-0449
GO:000690712ThyroidATCpinocytosis13/629322/187231.25e-024.38e-0213
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04144ColorectumADEndocytosis111/2092251/84655.95e-121.42e-109.08e-11111
hsa041441ColorectumADEndocytosis111/2092251/84655.95e-121.42e-109.08e-11111
hsa041444ColorectumMSSEndocytosis102/1875251/84651.85e-114.43e-102.71e-10102
hsa041445ColorectumMSSEndocytosis102/1875251/84651.85e-114.43e-102.71e-10102
hsa041446ColorectumFAPEndocytosis78/1404251/84656.20e-092.96e-071.80e-0778
hsa041447ColorectumFAPEndocytosis78/1404251/84656.20e-092.96e-071.80e-0778
hsa041448ColorectumCRCEndocytosis65/1091251/84651.27e-081.06e-067.19e-0765
hsa041449ColorectumCRCEndocytosis65/1091251/84651.27e-081.06e-067.19e-0765
hsa0414429EsophagusHGINEndocytosis76/1383251/84651.74e-083.34e-072.65e-0776
hsa04144113EsophagusHGINEndocytosis76/1383251/84651.74e-083.34e-072.65e-0776
hsa04144210EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa0414437EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa0414412LiverCirrhoticEndocytosis119/2530251/84652.33e-094.56e-082.81e-08119
hsa0414413LiverCirrhoticEndocytosis119/2530251/84652.33e-094.56e-082.81e-08119
hsa0414422LiverHCCEndocytosis178/4020251/84652.03e-145.22e-132.91e-13178
hsa0414432LiverHCCEndocytosis178/4020251/84652.03e-145.22e-132.91e-13178
hsa0414427Oral cavityOSCCEndocytosis174/3704251/84659.42e-174.51e-152.29e-15174
hsa04144112Oral cavityOSCCEndocytosis174/3704251/84659.42e-174.51e-152.29e-15174
hsa0414428Oral cavityLPEndocytosis121/2418251/84651.89e-113.70e-102.38e-10121
hsa0414436Oral cavityLPEndocytosis121/2418251/84651.89e-113.70e-102.38e-10121
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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
SNX5SNVMissense_Mutationc.677N>Tp.Ser226Phep.S226FQ9Y5X3protein_codingdeleterious(0)benign(0.039)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SNX5SNVMissense_Mutationrs771429766c.365N>Tp.Ala122Valp.A122VQ9Y5X3protein_codingtolerated(0.14)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SNX5SNVMissense_Mutationc.727N>Ap.Asp243Asnp.D243NQ9Y5X3protein_codingtolerated(0.29)benign(0.007)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SNX5SNVMissense_Mutationnovelc.400N>Ap.Ala134Thrp.A134TQ9Y5X3protein_codingdeleterious(0.01)probably_damaging(0.988)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
SNX5SNVMissense_Mutationc.95N>Gp.Gln32Argp.Q32RQ9Y5X3protein_codingtolerated(0.38)possibly_damaging(0.706)TCGA-G4-6302-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SNX5SNVMissense_Mutationrs139196479c.1063G>Ap.Glu355Lysp.E355KQ9Y5X3protein_codingtolerated(0.2)benign(0.053)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SNX5SNVMissense_Mutationrs376369085c.1097N>Ap.Arg366Glnp.R366QQ9Y5X3protein_codingtolerated(0.63)benign(0.009)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SNX5SNVMissense_Mutationrs761676504c.292G>Ap.Asp98Asnp.D98NQ9Y5X3protein_codingtolerated(0.1)probably_damaging(0.949)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SNX5SNVMissense_Mutationnovelc.883N>Ap.Leu295Ilep.L295IQ9Y5X3protein_codingdeleterious(0)probably_damaging(0.98)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SNX5SNVMissense_Mutationc.677N>Ap.Ser226Tyrp.S226YQ9Y5X3protein_codingdeleterious(0)benign(0.436)TCGA-AX-A0J0-01Endometriumuterine 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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