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: SNX6

Gene summary for SNX6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SNX6

Gene ID

58533

Gene namesorting nexin 6
Gene AliasMSTP010
Cytomap14q13.1
Gene Typeprotein-coding
GO ID

GO:0001932

UniProtAcc

Q9UNH7


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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
58533SNX6HTA11_3410_2000001011HumanColorectumAD2.54e-02-2.73e-010.0155
58533SNX6HTA11_347_2000001011HumanColorectumAD7.36e-044.03e-01-0.1954
58533SNX6F007HumanColorectumFAP2.24e-02-3.17e-010.1176
58533SNX6A002-C-010HumanColorectumFAP3.65e-02-2.91e-010.242
58533SNX6A001-C-207HumanColorectumFAP1.65e-02-2.20e-010.1278
58533SNX6A015-C-203HumanColorectumFAP2.74e-23-2.57e-01-0.1294
58533SNX6A015-C-204HumanColorectumFAP1.91e-04-2.34e-01-0.0228
58533SNX6A014-C-040HumanColorectumFAP4.45e-03-2.75e-01-0.1184
58533SNX6A002-C-201HumanColorectumFAP2.04e-12-3.26e-010.0324
58533SNX6A002-C-203HumanColorectumFAP2.33e-04-1.85e-010.2786
58533SNX6A001-C-108HumanColorectumFAP1.66e-10-1.67e-01-0.0272
58533SNX6A002-C-205HumanColorectumFAP6.47e-16-1.55e-01-0.1236
58533SNX6A015-C-006HumanColorectumFAP1.06e-11-2.66e-01-0.0994
58533SNX6A015-C-106HumanColorectumFAP3.48e-09-1.78e-01-0.0511
58533SNX6A002-C-114HumanColorectumFAP5.25e-13-2.48e-01-0.1561
58533SNX6A015-C-104HumanColorectumFAP3.97e-29-1.18e-01-0.1899
58533SNX6A001-C-014HumanColorectumFAP2.94e-11-2.97e-010.0135
58533SNX6A002-C-016HumanColorectumFAP1.56e-15-2.21e-010.0521
58533SNX6A015-C-002HumanColorectumFAP6.37e-08-1.60e-01-0.0763
58533SNX6A001-C-203HumanColorectumFAP3.54e-07-1.14e-01-0.0481
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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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:007156019ThyroidPTCcellular response to transforming growth factor beta stimulus126/5968250/187237.34e-102.19e-08126
GO:1901653111ThyroidPTCcellular response to peptide169/5968359/187239.81e-102.89e-08169
GO:000717919ThyroidPTCtransforming growth factor beta receptor signaling pathway104/5968198/187231.20e-093.47e-08104
GO:1901214113ThyroidPTCregulation of neuron death151/5968319/187234.74e-091.24e-07151
GO:0006469111ThyroidPTCnegative regulation of protein kinase activity107/5968212/187231.24e-082.96e-07107
GO:0033673111ThyroidPTCnegative regulation of kinase activity115/5968237/187235.98e-081.26e-06115
GO:0051402112ThyroidPTCneuron apoptotic process118/5968246/187238.99e-081.81e-06118
GO:001701515ThyroidPTCregulation of transforming growth factor beta receptor signaling pathway69/5968128/187231.92e-073.51e-0669
GO:003812720ThyroidPTCERBB signaling pathway66/5968121/187231.97e-073.54e-0666
GO:190384415ThyroidPTCregulation of cellular response to transforming growth factor beta stimulus70/5968131/187232.47e-074.31e-0670
GO:0043523110ThyroidPTCregulation of neuron apoptotic process102/5968212/187235.45e-078.76e-06102
GO:000717320ThyroidPTCepidermal growth factor receptor signaling pathway59/5968108/187238.00e-071.23e-0559
GO:000717819ThyroidPTCtransmembrane receptor protein serine/threonine kinase signaling pathway156/5968355/187231.02e-061.51e-05156
GO:0070849111ThyroidPTCresponse to epidermal growth factor32/596849/187231.56e-062.19e-0532
GO:0071364111ThyroidPTCcellular response to epidermal growth factor stimulus29/596845/187237.13e-068.38e-0529
GO:190121518ThyroidPTCnegative regulation of neuron death95/5968208/187232.01e-052.04e-0495
GO:004205915ThyroidPTCnegative regulation of epidermal growth factor receptor signaling pathway20/596828/187232.01e-052.04e-0420
GO:190118514ThyroidPTCnegative regulation of ERBB signaling pathway22/596832/187232.03e-052.05e-0422
GO:00421479ThyroidPTCretrograde transport, endosome to Golgi48/596891/187232.86e-052.78e-0448
GO:190118410ThyroidPTCregulation of ERBB signaling pathway41/596879/187231.70e-041.31e-0341
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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
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
hsa0414442Oral cavityEOLPEndocytosis71/1218251/84655.28e-098.97e-085.29e-0871
hsa0414452Oral cavityEOLPEndocytosis71/1218251/84655.28e-098.97e-085.29e-0871
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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
SNX6SNVMissense_Mutationnovelc.685N>Ap.Leu229Ilep.L229Iprotein_codingdeleterious(0.03)benign(0.401)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SNX6SNVMissense_Mutationc.230C>Tp.Ser77Leup.S77Lprotein_codingtolerated(0.1)benign(0.251)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
SNX6SNVMissense_Mutationc.1234G>Tp.Ala412Serp.A412Sprotein_codingtolerated(0.61)benign(0.007)TCGA-E2-A1LH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SNX6insertionFrame_Shift_Insnovelc.972_973insTGTAATTCCAGTTCp.Arg325CysfsTer10p.R325Cfs*10protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SNX6SNVMissense_Mutationrs745343835c.634N>Ap.Val212Ilep.V212Iprotein_codingtolerated(0.41)benign(0.072)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SNX6SNVMissense_Mutationnovelc.1180G>Cp.Glu394Glnp.E394Qprotein_codingtolerated(0.08)probably_damaging(0.999)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SNX6deletionFrame_Shift_Delc.1037delAp.Asn346IlefsTer30p.N346Ifs*30protein_codingTCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SNX6insertionFrame_Shift_Insnovelc.61_62insTTCCCCACAGGAAGGCCTGGACGACGGCCp.Pro21LeufsTer24p.P21Lfs*24protein_codingTCGA-AZ-5403-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
SNX6SNVMissense_Mutationnovelc.1045G>Ap.Val349Ilep.V349Iprotein_codingtolerated(0.27)probably_damaging(0.997)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SNX6SNVMissense_Mutationnovelc.82G>Ap.Asp28Asnp.D28Nprotein_codingtolerated(0.29)benign(0.171)TCGA-A5-A0G1-01Endometriumuterine 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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