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: DGCR14

Gene summary for DGCR14

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DGCR14

Gene ID

8220

Gene nameess-2 splicing factor homolog
Gene AliasDGCR13
Cytomap22q11.21
Gene Typeprotein-coding
GO ID

GO:0000375

UniProtAcc

Q96DF8


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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
8220DGCR14P1T-EHumanEsophagusESCC4.47e-021.23e-010.0875
8220DGCR14P2T-EHumanEsophagusESCC5.27e-121.02e-010.1177
8220DGCR14P4T-EHumanEsophagusESCC3.42e-102.79e-010.1323
8220DGCR14P5T-EHumanEsophagusESCC3.61e-162.30e-010.1327
8220DGCR14P8T-EHumanEsophagusESCC1.75e-191.58e-010.0889
8220DGCR14P9T-EHumanEsophagusESCC2.20e-091.86e-010.1131
8220DGCR14P10T-EHumanEsophagusESCC1.83e-131.74e-010.116
8220DGCR14P11T-EHumanEsophagusESCC2.15e-083.28e-010.1426
8220DGCR14P12T-EHumanEsophagusESCC3.26e-202.38e-010.1122
8220DGCR14P15T-EHumanEsophagusESCC1.24e-131.64e-010.1149
8220DGCR14P16T-EHumanEsophagusESCC3.47e-192.48e-010.1153
8220DGCR14P17T-EHumanEsophagusESCC1.10e-123.12e-010.1278
8220DGCR14P19T-EHumanEsophagusESCC1.13e-022.21e-010.1662
8220DGCR14P20T-EHumanEsophagusESCC3.56e-081.04e-010.1124
8220DGCR14P21T-EHumanEsophagusESCC5.33e-345.57e-010.1617
8220DGCR14P22T-EHumanEsophagusESCC8.66e-132.19e-010.1236
8220DGCR14P23T-EHumanEsophagusESCC2.64e-143.52e-010.108
8220DGCR14P24T-EHumanEsophagusESCC2.90e-151.75e-010.1287
8220DGCR14P26T-EHumanEsophagusESCC5.73e-253.87e-010.1276
8220DGCR14P27T-EHumanEsophagusESCC5.27e-201.67e-010.1055
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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
DGCR14SNVMissense_Mutationc.741N>Cp.Lys247Asnp.K247NQ96DF8protein_codingtolerated(0.13)possibly_damaging(0.505)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
DGCR14SNVMissense_Mutationc.565G>Cp.Glu189Glnp.E189QQ96DF8protein_codingtolerated(0.25)benign(0.253)TCGA-A8-A09G-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
DGCR14SNVMissense_Mutationrs549848339c.286C>Tp.Arg96Trpp.R96WQ96DF8protein_codingdeleterious(0.01)possibly_damaging(0.812)TCGA-A8-A09G-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
DGCR14SNVMissense_Mutationrs142803658c.1346N>Ap.Arg449Hisp.R449HQ96DF8protein_codingtolerated(0.08)benign(0)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
DGCR14SNVMissense_Mutationc.1168N>Ap.Leu390Metp.L390MQ96DF8protein_codingtolerated(0.09)probably_damaging(0.999)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
DGCR14SNVMissense_Mutationrs780144981c.1328N>Tp.Ala443Valp.A443VQ96DF8protein_codingtolerated(0.11)benign(0.003)TCGA-AR-A2LQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
DGCR14SNVMissense_Mutationrs534119591c.518N>Ap.Arg173Lysp.R173KQ96DF8protein_codingtolerated(1)benign(0)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DGCR14SNVMissense_Mutationnovelc.584A>Cp.Asn195Thrp.N195TQ96DF8protein_codingtolerated(0.5)benign(0.089)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
DGCR14SNVMissense_Mutationc.1204G>Ap.Val402Metp.V402MQ96DF8protein_codingdeleterious(0.01)probably_damaging(0.995)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
DGCR14SNVMissense_Mutationnovelc.508N>Ap.Ala170Thrp.A170TQ96DF8protein_codingtolerated(0.05)possibly_damaging(0.778)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
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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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