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: DIEXF

Gene summary for DIEXF

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DIEXF

Gene ID

27042

Gene nameUTP25 small subunit processor component
Gene AliasC1orf107
Cytomap1q32.2
Gene Typeprotein-coding
GO ID

GO:0000462

UniProtAcc

Q68CQ4


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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
27042DIEXFP1T-EHumanEsophagusESCC1.58e-061.90e-010.0875
27042DIEXFP2T-EHumanEsophagusESCC1.20e-173.29e-010.1177
27042DIEXFP4T-EHumanEsophagusESCC6.65e-101.48e-010.1323
27042DIEXFP5T-EHumanEsophagusESCC3.77e-132.66e-010.1327
27042DIEXFP8T-EHumanEsophagusESCC1.76e-051.15e-010.0889
27042DIEXFP9T-EHumanEsophagusESCC7.88e-121.21e-010.1131
27042DIEXFP10T-EHumanEsophagusESCC6.68e-162.21e-010.116
27042DIEXFP11T-EHumanEsophagusESCC3.48e-082.75e-010.1426
27042DIEXFP12T-EHumanEsophagusESCC2.21e-121.29e-010.1122
27042DIEXFP15T-EHumanEsophagusESCC6.78e-132.43e-010.1149
27042DIEXFP16T-EHumanEsophagusESCC2.89e-223.99e-010.1153
27042DIEXFP17T-EHumanEsophagusESCC3.51e-062.12e-010.1278
27042DIEXFP20T-EHumanEsophagusESCC1.93e-101.57e-010.1124
27042DIEXFP21T-EHumanEsophagusESCC1.91e-132.88e-010.1617
27042DIEXFP22T-EHumanEsophagusESCC3.60e-131.66e-010.1236
27042DIEXFP23T-EHumanEsophagusESCC8.17e-204.10e-010.108
27042DIEXFP24T-EHumanEsophagusESCC3.71e-051.36e-010.1287
27042DIEXFP26T-EHumanEsophagusESCC1.26e-123.85e-010.1276
27042DIEXFP27T-EHumanEsophagusESCC8.40e-089.83e-020.1055
27042DIEXFP28T-EHumanEsophagusESCC1.89e-162.26e-010.1149
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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
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
∗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
DIEXFSNVMissense_Mutationnovelc.1299N>Cp.Gln433Hisp.Q433HQ68CQ4protein_codingdeleterious(0.01)possibly_damaging(0.902)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
DIEXFSNVMissense_Mutationnovelc.1136A>Gp.Asp379Glyp.D379GQ68CQ4protein_codingtolerated(0.3)benign(0.003)TCGA-A7-A0CJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
DIEXFSNVMissense_Mutationc.1085G>Tp.Arg362Leup.R362LQ68CQ4protein_codingdeleterious(0)probably_damaging(1)TCGA-A7-A0DB-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
DIEXFSNVMissense_Mutationc.1268A>Tp.Asp423Valp.D423VQ68CQ4protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DIEXFSNVMissense_Mutationnovelc.2042N>Ap.Gly681Aspp.G681DQ68CQ4protein_codingdeleterious(0)probably_damaging(1)TCGA-C8-A8HP-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
DIEXFSNVMissense_Mutationnovelc.879C>Gp.Phe293Leup.F293LQ68CQ4protein_codingtolerated(0.12)benign(0.003)TCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
DIEXFSNVMissense_Mutationnovelc.837N>Cp.Gln279Hisp.Q279HQ68CQ4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-D8-A73U-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
DIEXFSNVMissense_Mutationrs759517520c.532N>Ap.Gly178Argp.G178RQ68CQ4protein_codingtolerated(0.18)benign(0.001)TCGA-E2-A14S-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
DIEXFSNVMissense_Mutationnovelc.2201G>Tp.Gly734Valp.G734VQ68CQ4protein_codingdeleterious(0)probably_damaging(1)TCGA-E2-A56Z-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
DIEXFinsertionNonsense_Mutationnovelc.1138_1139insTTGGCTTATTGTAAAAGGTATTTCCAAATTCTp.Ser380IlefsTer5p.S380Ifs*5Q68CQ4protein_codingTCGA-A7-A0CJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
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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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