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: DNLZ

Gene summary for DNLZ

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DNLZ

Gene ID

728489

Gene nameDNL-type zinc finger
Gene AliasC9orf151
Cytomap9q34.3
Gene Typeprotein-coding
GO ID

GO:0006457

UniProtAcc

Q5SXM8


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
728489DNLZP2T-EHumanEsophagusESCC1.88e-041.11e-010.1177
728489DNLZP4T-EHumanEsophagusESCC2.45e-122.98e-010.1323
728489DNLZP5T-EHumanEsophagusESCC4.40e-091.97e-010.1327
728489DNLZP8T-EHumanEsophagusESCC1.66e-029.46e-020.0889
728489DNLZP9T-EHumanEsophagusESCC4.01e-041.29e-010.1131
728489DNLZP10T-EHumanEsophagusESCC2.02e-061.35e-010.116
728489DNLZP11T-EHumanEsophagusESCC3.25e-052.08e-010.1426
728489DNLZP15T-EHumanEsophagusESCC3.38e-041.23e-010.1149
728489DNLZP20T-EHumanEsophagusESCC3.11e-041.27e-010.1124
728489DNLZP21T-EHumanEsophagusESCC3.60e-132.61e-010.1617
728489DNLZP22T-EHumanEsophagusESCC5.79e-162.80e-010.1236
728489DNLZP24T-EHumanEsophagusESCC4.17e-051.56e-010.1287
728489DNLZP28T-EHumanEsophagusESCC3.90e-426.98e-010.1149
728489DNLZP30T-EHumanEsophagusESCC9.20e-052.02e-010.137
728489DNLZP31T-EHumanEsophagusESCC3.50e-029.19e-020.1251
728489DNLZP32T-EHumanEsophagusESCC9.53e-091.85e-010.1666
728489DNLZP36T-EHumanEsophagusESCC7.72e-031.69e-010.1187
728489DNLZP37T-EHumanEsophagusESCC1.24e-041.29e-010.1371
728489DNLZP38T-EHumanEsophagusESCC2.66e-021.60e-010.127
728489DNLZP40T-EHumanEsophagusESCC5.68e-072.22e-010.109
Page: 1 2 

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
∗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:0072594110EsophagusESCCestablishment of protein localization to organelle311/8552422/187233.02e-322.13e-29311
GO:0031647111EsophagusESCCregulation of protein stability223/8552298/187235.76e-251.52e-22223
GO:0006605111EsophagusESCCprotein targeting229/8552314/187234.93e-231.01e-20229
GO:0006457110EsophagusESCCprotein folding163/8552212/187231.13e-201.74e-18163
GO:0006839110EsophagusESCCmitochondrial transport187/8552254/187238.35e-209.81e-18187
GO:0072655110EsophagusESCCestablishment of protein localization to mitochondrion97/8552120/187232.17e-151.33e-1397
GO:0070585110EsophagusESCCprotein localization to mitochondrion100/8552125/187232.96e-151.77e-13100
GO:001703818EsophagusESCCprotein import149/8552206/187235.90e-153.31e-13149
GO:0050821111EsophagusESCCprotein stabilization140/8552191/187236.50e-153.61e-13140
GO:0006626110EsophagusESCCprotein targeting to mitochondrion81/8552100/187233.60e-131.67e-1181
GO:00718069EsophagusESCCprotein transmembrane transport47/855259/187239.02e-081.51e-0647
GO:1990542110EsophagusESCCmitochondrial transmembrane transport72/8552102/187232.94e-074.23e-0672
GO:00650026EsophagusESCCintracellular protein transmembrane transport40/855251/187231.76e-062.08e-0540
GO:00447433EsophagusESCCprotein transmembrane import into intracellular organelle29/855236/187231.91e-051.67e-0429
GO:00301503EsophagusESCCprotein import into mitochondrial matrix16/855220/187231.85e-038.40e-0316
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
DNLZSNVMissense_Mutationrs530884865c.419C>Tp.Ala140Valp.A140VQ5SXM8protein_codingtolerated(0.28)benign(0)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
DNLZSNVMissense_Mutationc.268N>Ap.Ala90Thrp.A90TQ5SXM8protein_codingdeleterious(0)probably_damaging(0.987)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
DNLZSNVMissense_Mutationnovelc.239N>Tp.Thr80Ilep.T80IQ5SXM8protein_codingdeleterious(0.01)possibly_damaging(0.821)TCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
DNLZSNVMissense_Mutationrs770091036c.482N>Tp.Pro161Leup.P161LQ5SXM8protein_codingtolerated(0.52)benign(0.001)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
DNLZdeletionFrame_Shift_Delc.510delNp.Ser171AlafsTer?p.S171Afs*?Q5SXM8protein_codingTCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
DNLZSNVMissense_Mutationnovelc.362N>Ap.Gly121Glup.G121EQ5SXM8protein_codingdeleterious(0)possibly_damaging(0.896)TCGA-A5-A2K7-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapytaxolSD
DNLZSNVMissense_Mutationnovelc.232N>Cp.Cys78Argp.C78RQ5SXM8protein_codingdeleterious(0)probably_damaging(1)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
DNLZSNVMissense_Mutationrs770091036c.482N>Tp.Pro161Leup.P161LQ5SXM8protein_codingtolerated(0.52)benign(0.001)TCGA-90-A4ED-01Lunglung squamous cell carcinomaMale>=65I/IIUnknownUnknownSD
DNLZSNVMissense_Mutationnovelc.481N>Tp.Pro161Serp.P161SQ5SXM8protein_codingtolerated(0.71)benign(0.006)TCGA-90-A4ED-01Lunglung squamous cell carcinomaMale>=65I/IIUnknownUnknownSD
DNLZSNVMissense_Mutationrs548961606c.400N>Ap.Glu134Lysp.E134KQ5SXM8protein_codingdeleterious(0.02)probably_damaging(0.913)TCGA-BR-8372-01Stomachstomach adenocarcinomaMale<65III/IVChemotherapyetoposideCR
Page: 1 2 

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