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: SLITRK6

Gene summary for SLITRK6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLITRK6

Gene ID

84189

Gene nameSLIT and NTRK like family member 6
Gene AliasDFNMYP
Cytomap13q31.1
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q9H5Y7


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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
84189SLITRK6GSM4909307HumanBreastIDC5.00e-578.97e-010.1569
84189SLITRK6GSM4909308HumanBreastIDC1.12e-921.19e+000.158
84189SLITRK6M5HumanBreastIDC8.87e-137.97e-010.1598
84189SLITRK6DCIS2HumanBreastDCIS1.99e-109.99e-020.0085
84189SLITRK6LZE7THumanEsophagusESCC4.77e-046.25e-010.0667
84189SLITRK6P8T-EHumanEsophagusESCC2.19e-225.95e-010.0889
84189SLITRK6P10T-EHumanEsophagusESCC8.24e-451.06e+000.116
84189SLITRK6P11T-EHumanEsophagusESCC1.56e-116.61e-010.1426
84189SLITRK6P12T-EHumanEsophagusESCC1.31e-062.92e-010.1122
84189SLITRK6P21T-EHumanEsophagusESCC7.64e-134.38e-010.1617
84189SLITRK6P23T-EHumanEsophagusESCC1.73e-04-2.85e-030.108
84189SLITRK6P26T-EHumanEsophagusESCC3.35e-052.70e-010.1276
84189SLITRK6P31T-EHumanEsophagusESCC6.81e-03-6.98e-020.1251
84189SLITRK6P32T-EHumanEsophagusESCC3.29e-061.78e-010.1666
84189SLITRK6P37T-EHumanEsophagusESCC6.02e-278.15e-010.1371
84189SLITRK6P47T-EHumanEsophagusESCC2.70e-063.73e-020.1067
84189SLITRK6P49T-EHumanEsophagusESCC1.78e-026.54e-010.1768
84189SLITRK6P54T-EHumanEsophagusESCC5.06e-031.75e-010.0975
84189SLITRK6P57T-EHumanEsophagusESCC2.23e-155.86e-010.0926
84189SLITRK6P61T-EHumanEsophagusESCC3.81e-127.17e-010.099
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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
∗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:000961211BreastIDCresponse to mechanical stimulus34/1434216/187234.59e-051.03e-0334
GO:000854412BreastIDCepidermis development41/1434324/187231.03e-031.14e-0241
GO:000991312BreastIDCepidermal cell differentiation28/1434202/187231.62e-031.60e-0228
GO:000206414BreastIDCepithelial cell development28/1434220/187235.53e-034.05e-0228
GO:000961221BreastDCISresponse to mechanical stimulus32/1390216/187231.36e-042.33e-0332
GO:000854422BreastDCISepidermis development40/1390324/187231.05e-031.16e-0240
GO:000991322BreastDCISepidermal cell differentiation27/1390202/187232.11e-031.97e-0227
GO:000854410EsophagusESCCepidermis development193/8552324/187232.87e-074.19e-06193
GO:000206420EsophagusESCCepithelial cell development136/8552220/187239.50e-071.21e-05136
GO:000991310EsophagusESCCepidermal cell differentiation122/8552202/187231.69e-051.51e-04122
GO:006156415EsophagusESCCaxon development251/8552467/187232.41e-041.49e-03251
GO:003432918EsophagusESCCcell junction assembly227/8552420/187233.06e-041.83e-03227
GO:000961216EsophagusESCCresponse to mechanical stimulus124/8552216/187233.30e-041.94e-03124
GO:00352647EsophagusESCCmulticellular organism growth80/8552132/187233.84e-042.22e-0380
GO:00519606EsophagusESCCregulation of nervous system development237/8552443/187235.02e-042.78e-03237
GO:00485687EsophagusESCCembryonic organ development228/8552427/187237.28e-043.79e-03228
GO:00519625EsophagusESCCpositive regulation of nervous system development149/8552272/187231.50e-037.06e-03149
GO:000740915EsophagusESCCaxonogenesis219/8552418/187233.14e-031.31e-02219
GO:190188810EsophagusESCCregulation of cell junction assembly109/8552204/187231.53e-024.96e-02109
GO:00085449Oral cavityOSCCepidermis development171/7305324/187232.89e-074.43e-06171
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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
SLITRK6SNVMissense_Mutationnovelc.1348N>Tp.Ile450Leup.I450LQ9H5Y7protein_codingdeleterious(0.02)benign(0.009)TCGA-A7-A5ZX-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
SLITRK6SNVMissense_Mutationrs375862571c.1025N>Ap.Gly342Glup.G342EQ9H5Y7protein_codingdeleterious(0)probably_damaging(0.968)TCGA-A8-A081-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLITRK6SNVMissense_Mutationc.1324N>Gp.Leu442Valp.L442VQ9H5Y7protein_codingdeleterious(0)benign(0.037)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SLITRK6SNVMissense_Mutationnovelc.2095N>Ap.His699Asnp.H699NQ9H5Y7protein_codingtolerated(0.37)probably_damaging(0.98)TCGA-AC-A2QH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
SLITRK6SNVMissense_Mutationnovelc.969N>Cp.Gln323Hisp.Q323HQ9H5Y7protein_codingtolerated(0.21)benign(0)TCGA-AC-A3W5-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
SLITRK6SNVMissense_Mutationrs537634510c.613N>Ap.Glu205Lysp.E205KQ9H5Y7protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLITRK6SNVMissense_Mutationc.98N>Tp.Ser33Phep.S33FQ9H5Y7protein_codingdeleterious(0.01)benign(0.144)TCGA-BH-A0B4-01Breastbreast invasive carcinomaMale>=65III/IVHormone TherapytamoxiphenSD
SLITRK6SNVMissense_Mutationc.97N>Cp.Ser33Prop.S33PQ9H5Y7protein_codingtolerated(0.06)benign(0.132)TCGA-BH-A0B4-01Breastbreast invasive carcinomaMale>=65III/IVHormone TherapytamoxiphenSD
SLITRK6SNVMissense_Mutationc.736G>Tp.Val246Phep.V246FQ9H5Y7protein_codingdeleterious(0)possibly_damaging(0.454)TCGA-BH-A0DL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
SLITRK6SNVMissense_Mutationc.652A>Tp.Asn218Tyrp.N218YQ9H5Y7protein_codingdeleterious(0)probably_damaging(0.963)TCGA-EW-A1PD-01Breastbreast invasive carcinomaMale<65I/IIChemotherapydocetaxelSD
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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
84189SLITRK6CELL SURFACEASG-15ME
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