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: DGCR6L

Gene summary for DGCR6L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DGCR6L

Gene ID

85359

Gene nameDiGeorge syndrome critical region gene 6 like
Gene AliasDGCR6
Cytomap22q11.21
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q9BY27


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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
85359DGCR6LC30HumanOral cavityOSCC6.96e-592.66e+000.3055
85359DGCR6LC38HumanOral cavityOSCC8.53e-151.60e+000.172
85359DGCR6LC43HumanOral cavityOSCC6.70e-541.01e+000.1704
85359DGCR6LC46HumanOral cavityOSCC1.29e-511.26e+000.1673
85359DGCR6LC51HumanOral cavityOSCC2.85e-311.62e+000.2674
85359DGCR6LC57HumanOral cavityOSCC4.22e-107.10e-010.1679
85359DGCR6LC06HumanOral cavityOSCC1.91e-081.68e+000.2699
85359DGCR6LC07HumanOral cavityOSCC1.70e-061.44e+000.2491
85359DGCR6LC08HumanOral cavityOSCC2.95e-611.27e+000.1919
85359DGCR6LC09HumanOral cavityOSCC1.18e-127.41e-010.1431
85359DGCR6LLN22HumanOral cavityOSCC8.92e-131.36e+000.1733
85359DGCR6LLN38HumanOral cavityOSCC2.42e-051.41e+000.168
85359DGCR6LLN46HumanOral cavityOSCC6.78e-351.36e+000.1666
85359DGCR6LLP15HumanOral cavityLP1.57e-131.91e+000.2174
85359DGCR6LLP17HumanOral cavityLP1.39e-061.22e+000.2349
85359DGCR6LSYSMH1HumanOral cavityOSCC3.38e-164.21e-010.1127
85359DGCR6LSYSMH2HumanOral cavityOSCC2.63e-421.67e+000.2326
85359DGCR6LSYSMH3HumanOral cavityOSCC2.22e-227.21e-010.2442
85359DGCR6LSYSMH4HumanOral cavityOSCC3.84e-042.48e-010.1226
85359DGCR6LSYSMH5HumanOral cavityOSCC3.29e-134.09e-010.0647
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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
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
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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
DGCR6LSNVMissense_Mutationnovelc.492N>Ap.Phe164Leup.F164LQ9BY27protein_codingdeleterious(0)probably_damaging(0.95)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
DGCR6LSNVMissense_Mutationnovelc.485N>Tp.Ala162Valp.A162VQ9BY27protein_codingdeleterious(0)probably_damaging(0.983)TCGA-A5-A2K3-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinSD
DGCR6LSNVMissense_Mutationnovelc.492N>Ap.Phe164Leup.F164LQ9BY27protein_codingdeleterious(0)probably_damaging(0.95)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
DGCR6LSNVMissense_Mutationrs758170132c.476C>Tp.Ala159Valp.A159VQ9BY27protein_codingdeleterious(0.02)probably_damaging(0.984)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
DGCR6LSNVMissense_Mutationrs143957631c.575N>Ap.Arg192Glnp.R192QQ9BY27protein_codingtolerated(1)benign(0)TCGA-B5-A0K9-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
DGCR6LSNVMissense_Mutationrs145876189c.439N>Tp.Arg147Trpp.R147WQ9BY27protein_codingdeleterious(0.03)probably_damaging(0.993)TCGA-EY-A1GU-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
DGCR6LSNVMissense_Mutationrs758170132c.476N>Tp.Ala159Valp.A159VQ9BY27protein_codingdeleterious(0.02)probably_damaging(0.984)TCGA-FI-A2D5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
DGCR6LSNVMissense_Mutationrs573329481c.461N>Ap.Ser154Asnp.S154NQ9BY27protein_codingtolerated(0.24)probably_damaging(0.95)TCGA-CC-5261-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownSD
DGCR6LSNVMissense_Mutationc.394G>Ap.Glu132Lysp.E132KQ9BY27protein_codingtolerated(0.16)probably_damaging(0.973)TCGA-50-6590-01Lunglung adenocarcinomaFemale>=65I/IIChemotherapypaclitaxelCR
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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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