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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: DLGAP4

Gene summary for DLGAP4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DLGAP4

Gene ID

22839

Gene nameDLG associated protein 4
Gene AliasDAP-4
Cytomap20q11.23
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

A0A0B4J2C2


Top

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
22839DLGAP4HTA11_1938_2000001011HumanColorectumAD4.90e-033.48e-01-0.0811
22839DLGAP4HTA11_696_2000001011HumanColorectumAD8.32e-105.04e-01-0.1464
22839DLGAP4HTA11_866_2000001011HumanColorectumAD1.06e-053.58e-01-0.1001
22839DLGAP4HTA11_1391_2000001011HumanColorectumAD4.63e-064.48e-01-0.059
22839DLGAP4HTA11_866_3004761011HumanColorectumAD1.01e-033.64e-010.096
22839DLGAP4HTA11_6818_2000001021HumanColorectumAD6.38e-044.82e-010.0588
22839DLGAP4HTA11_99999971662_82457HumanColorectumMSS6.93e-259.98e-010.3859
22839DLGAP4HTA11_99999973899_84307HumanColorectumMSS2.97e-107.95e-010.2585
22839DLGAP4HTA11_99999974143_84620HumanColorectumMSS1.37e-115.95e-010.3005
22839DLGAP4A015-C-203HumanColorectumFAP3.81e-05-7.83e-02-0.1294
22839DLGAP4A002-C-205HumanColorectumFAP1.06e-03-1.41e-01-0.1236
22839DLGAP4A015-C-006HumanColorectumFAP4.71e-02-2.20e-02-0.0994
22839DLGAP4A015-C-104HumanColorectumFAP2.62e-06-4.60e-02-0.1899
22839DLGAP4A002-C-016HumanColorectumFAP4.46e-03-8.16e-020.0521
22839DLGAP4A002-C-116HumanColorectumFAP1.35e-06-1.39e-01-0.0452
22839DLGAP4A018-E-020HumanColorectumFAP1.17e-02-1.07e-01-0.2034
22839DLGAP4CRC-3-11773HumanColorectumCRC3.41e-064.53e-010.2564
22839DLGAP4LZE4THumanEsophagusESCC6.28e-103.20e-010.0811
22839DLGAP4LZE5THumanEsophagusESCC4.29e-032.13e-010.0514
22839DLGAP4LZE7THumanEsophagusESCC6.55e-093.66e-010.0667
Page: 1 2 3 4 5 6 7 

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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0050804ColorectumCRCmodulation of chemical synaptic transmission70/2078439/187231.15e-031.33e-0270
GO:0099177ColorectumCRCregulation of trans-synaptic signaling70/2078440/187231.23e-031.38e-0270
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
DLGAP4SNVMissense_Mutationrs770783607c.2192N>Tp.Pro731Leup.P731LQ9Y2H0protein_codingtolerated(0.14)benign(0.172)TCGA-A2-A0YJ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanPD
DLGAP4SNVMissense_Mutationc.223N>Tp.His75Tyrp.H75YQ9Y2H0protein_codingdeleterious(0)probably_damaging(0.933)TCGA-A2-A1FV-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyclophosphamideSD
DLGAP4SNVMissense_Mutationc.2179G>Ap.Glu727Lysp.E727KQ9Y2H0protein_codingtolerated(0.07)benign(0.028)TCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
DLGAP4SNVMissense_Mutationrs767364241c.134N>Ap.Arg45Hisp.R45HQ9Y2H0protein_codingtolerated(0.56)possibly_damaging(0.578)TCGA-A8-A07O-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyCR
DLGAP4SNVMissense_Mutationc.2509N>Cp.Gly837Argp.G837RQ9Y2H0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
DLGAP4SNVMissense_Mutationc.2926G>Ap.Asp976Asnp.D976NQ9Y2H0protein_codingdeleterious(0)probably_damaging(0.994)TCGA-A8-A09N-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
DLGAP4SNVMissense_Mutationnovelc.2629G>Ap.Asp877Asnp.D877NQ9Y2H0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
DLGAP4SNVMissense_Mutationrs769094888c.2614N>Tp.Arg872Cysp.R872CQ9Y2H0protein_codingdeleterious(0.03)benign(0.171)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DLGAP4SNVMissense_Mutationc.1088N>Ap.Arg363Hisp.R363HQ9Y2H0protein_codingdeleterious(0.03)benign(0.017)TCGA-E2-A15R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
DLGAP4SNVMissense_Mutationrs776984875c.347G>Ap.Arg116Hisp.R116HQ9Y2H0protein_codingtolerated(0.06)benign(0.336)TCGA-EW-A1OY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
Page: 1 2 3 4 5 6 7 8 9 10 11 12 

Top

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
Page: 1