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: SLITRK4

Gene summary for SLITRK4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLITRK4

Gene ID

139065

Gene nameSLIT and NTRK like family member 4
Gene AliasSLITRK4
CytomapXq27.3
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q8IW52


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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
139065SLITRK4PTC03HumanThyroidPTC1.79e-022.26e-010.1784
139065SLITRK4PTC05HumanThyroidPTC2.31e-021.34e-010.2065
139065SLITRK4ATC11HumanThyroidATC1.60e-076.27e-010.3386
139065SLITRK4ATC3HumanThyroidATC1.86e-158.59e-010.338
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:006156419ThyroidPTCaxon development199/5968467/187235.27e-078.53e-06199
GO:0034329111ThyroidPTCcell junction assembly180/5968420/187231.17e-061.69e-05180
GO:000740918ThyroidPTCaxonogenesis178/5968418/187232.17e-062.91e-05178
GO:005196214ThyroidPTCpositive regulation of nervous system development117/5968272/187236.72e-055.89e-04117
GO:00519608ThyroidPTCregulation of nervous system development177/5968443/187231.72e-041.32e-03177
GO:190188817ThyroidPTCregulation of cell junction assembly88/5968204/187234.50e-042.97e-0388
GO:00508089ThyroidPTCsynapse organization161/5968426/187235.11e-032.36e-02161
GO:00508074ThyroidPTCregulation of synapse organization84/5968211/187238.72e-033.64e-0284
GO:00508032ThyroidPTCregulation of synapse structure or activity86/5968218/187231.05e-024.23e-0286
GO:006156423ThyroidATCaxon development220/6293467/187236.85e-101.80e-08220
GO:000740919ThyroidATCaxonogenesis197/6293418/187235.09e-091.13e-07197
GO:003432924ThyroidATCcell junction assembly187/6293420/187231.71e-062.08e-05187
GO:005196014ThyroidATCregulation of nervous system development195/6293443/187232.62e-063.06e-05195
GO:005196221ThyroidATCpositive regulation of nervous system development126/6293272/187238.17e-068.27e-05126
GO:190188818ThyroidATCregulation of cell junction assembly94/6293204/187231.38e-049.65e-0494
GO:005080712ThyroidATCregulation of synapse organization87/6293211/187231.20e-024.27e-0287
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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
SLITRK4SNVMissense_Mutationc.881C>Tp.Thr294Ilep.T294IQ8IW52protein_codingtolerated(0.24)benign(0.065)TCGA-A1-A0SK-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
SLITRK4SNVMissense_Mutationnovelc.1960G>Ap.Glu654Lysp.E654KQ8IW52protein_codingtolerated(0.13)benign(0.034)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLITRK4SNVMissense_Mutationc.611N>Tp.Arg204Leup.R204LQ8IW52protein_codingtolerated(0.12)possibly_damaging(0.818)TCGA-BH-A0BP-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLITRK4SNVMissense_Mutationnovelc.1126N>Ap.Pro376Thrp.P376TQ8IW52protein_codingdeleterious(0)probably_damaging(0.996)TCGA-BH-A5J0-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SLITRK4SNVMissense_Mutationrs782728024c.770N>Gp.Asn257Serp.N257SQ8IW52protein_codingtolerated(1)benign(0.014)TCGA-D8-A1JJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicineSD
SLITRK4SNVMissense_Mutationc.2502G>Cp.Leu834Phep.L834FQ8IW52protein_codingtolerated(1)benign(0.031)TCGA-EW-A1J5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SLITRK4SNVMissense_Mutationc.1760C>Tp.Pro587Leup.P587LQ8IW52protein_codingtolerated(0.17)benign(0.011)TCGA-LL-A73Z-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
SLITRK4SNVMissense_Mutationnovelc.2233G>Ap.Glu745Lysp.E745KQ8IW52protein_codingtolerated(0.67)benign(0.428)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
SLITRK4SNVMissense_Mutationnovelc.1649N>Ap.Ser550Asnp.S550NQ8IW52protein_codingtolerated(0.76)benign(0.003)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLITRK4SNVMissense_Mutationnovelc.1175N>Cp.Val392Alap.V392AQ8IW52protein_codingdeleterious(0)possibly_damaging(0.493)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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