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: DLG3

Gene summary for DLG3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DLG3

Gene ID

1741

Gene namediscs large MAGUK scaffold protein 3
Gene AliasMRX
CytomapXq13.1
Gene Typeprotein-coding
GO ID

GO:0001736

UniProtAcc

Q92796


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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
1741DLG3male-WTAHumanThyroidPTC1.33e-171.83e-010.1037
1741DLG3PTC01HumanThyroidPTC9.36e-048.67e-020.1899
1741DLG3PTC04HumanThyroidPTC2.07e-102.62e-010.1927
1741DLG3PTC05HumanThyroidPTC6.16e-183.44e-010.2065
1741DLG3PTC06HumanThyroidPTC1.62e-175.02e-010.2057
1741DLG3PTC07HumanThyroidPTC6.28e-234.05e-010.2044
1741DLG3ATC09HumanThyroidATC1.14e-051.30e-010.2871
1741DLG3ATC13HumanThyroidATC2.57e-069.64e-020.34
1741DLG3ATC1HumanThyroidATC2.31e-061.61e-010.2878
1741DLG3ATC4HumanThyroidATC4.58e-025.08e-030.34
1741DLG3ATC5HumanThyroidATC7.02e-051.20e-010.34
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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:0007163111ThyroidPTCestablishment or maintenance of cell polarity115/5968218/187231.15e-103.90e-09115
GO:0045860111ThyroidPTCpositive regulation of protein kinase activity176/5968386/187238.89e-092.17e-07176
GO:00315037ThyroidPTCprotein-containing complex localization107/5968220/187231.47e-072.82e-06107
GO:0033674111ThyroidPTCpositive regulation of kinase activity201/5968467/187231.95e-073.54e-06201
GO:00991738ThyroidPTCpostsynapse organization77/5968168/187231.01e-048.25e-0477
GO:00610974ThyroidPTCregulation of protein tyrosine kinase activity45/596890/187232.57e-041.84e-0345
GO:004519710ThyroidPTCestablishment or maintenance of epithelial cell apical/basal polarity24/596844/187231.52e-038.49e-0324
GO:003508810ThyroidPTCestablishment or maintenance of apical/basal cell polarity26/596849/187231.68e-039.20e-0326
GO:006124510ThyroidPTCestablishment or maintenance of bipolar cell polarity26/596849/187231.68e-039.20e-0326
GO:00508089ThyroidPTCsynapse organization161/5968426/187235.11e-032.36e-02161
GO:00182126ThyroidPTCpeptidyl-tyrosine modification142/5968378/187231.02e-024.14e-02142
GO:00017389ThyroidPTCmorphogenesis of a polarized epithelium41/596894/187231.10e-024.38e-0241
GO:000716329ThyroidATCestablishment or maintenance of cell polarity122/6293218/187238.46e-123.16e-10122
GO:004586026ThyroidATCpositive regulation of protein kinase activity185/6293386/187233.00e-097.02e-08185
GO:003367427ThyroidATCpositive regulation of kinase activity212/6293467/187235.89e-081.05e-06212
GO:003150316ThyroidATCprotein-containing complex localization108/6293220/187231.33e-061.69e-05108
GO:009917314ThyroidATCpostsynapse organization78/6293168/187233.66e-042.26e-0378
GO:006109712ThyroidATCregulation of protein tyrosine kinase activity45/629390/187239.39e-045.04e-0345
GO:001821211ThyroidATCpeptidyl-tyrosine modification156/6293378/187231.01e-035.36e-03156
GO:003508815ThyroidATCestablishment or maintenance of apical/basal cell polarity27/629349/187231.58e-037.99e-0327
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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
DLG3SNVMissense_Mutationnovelc.1706N>Gp.Lys569Argp.K569RQ92796protein_codingtolerated(1)benign(0.003)TCGA-A7-A425-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapyadriamycinPD
DLG3SNVMissense_Mutationc.602N>Tp.Glu201Valp.E201VQ92796protein_codingdeleterious(0.02)probably_damaging(0.998)TCGA-A8-A09G-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
DLG3SNVMissense_Mutationnovelc.577N>Ap.Glu193Lysp.E193KQ92796protein_codingdeleterious(0.04)probably_damaging(0.997)TCGA-E2-A14V-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
DLG3insertionFrame_Shift_Insnovelc.1120_1121insGAACTGAGTCCAGATCCCAGTTCTGTCTTTGTTTTTTTGTTp.Met374ArgfsTer42p.M374Rfs*42Q92796protein_codingTCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
DLG3SNVMissense_Mutationc.1420N>Cp.Glu474Glnp.E474QQ92796protein_codingdeleterious(0.02)possibly_damaging(0.882)TCGA-C5-A1MK-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycarboplatinPD
DLG3SNVMissense_Mutationnovelc.736N>Cp.Asn246Hisp.N246HQ92796protein_codingdeleterious(0.02)probably_damaging(0.984)TCGA-DS-A7WI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
DLG3SNVMissense_Mutationnovelc.1547N>Ap.Arg516Glnp.R516QQ92796protein_codingdeleterious(0.01)possibly_damaging(0.448)TCGA-MY-A5BF-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinCR
DLG3SNVMissense_Mutationnovelc.1481G>Cp.Gly494Alap.G494AQ92796protein_codingtolerated(0.11)probably_damaging(0.952)TCGA-A6-3807-01Colorectumcolon adenocarcinomaFemale<65III/IVAncillaryleucovorinSD
DLG3SNVMissense_Mutationrs199927598c.811C>Tp.Arg271Cysp.R271CQ92796protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
DLG3SNVMissense_Mutationnovelc.391N>Ap.Glu131Lysp.E131KQ92796protein_codingtolerated(0.1)probably_damaging(0.997)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<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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