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: ZNRD1

Gene summary for ZNRD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNRD1

Gene ID

30834

Gene nameRNA polymerase I subunit H
Gene AliasA12.2
Cytomap6p22.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q2L6J2


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
30834ZNRD1LZE4THumanEsophagusESCC3.86e-246.76e-010.0811
30834ZNRD1LZE5THumanEsophagusESCC4.53e-045.15e-010.0514
30834ZNRD1LZE7THumanEsophagusESCC7.68e-116.07e-010.0667
30834ZNRD1LZE8THumanEsophagusESCC2.82e-195.19e-010.067
30834ZNRD1LZE20THumanEsophagusESCC6.67e-174.94e-010.0662
30834ZNRD1LZE22D1HumanEsophagusHGIN6.96e-071.97e-010.0595
30834ZNRD1LZE22THumanEsophagusESCC6.32e-067.32e-010.068
30834ZNRD1LZE24THumanEsophagusESCC1.35e-257.43e-010.0596
30834ZNRD1LZE21THumanEsophagusESCC1.85e-045.63e-010.0655
30834ZNRD1LZE6THumanEsophagusESCC4.79e-137.64e-010.0845
30834ZNRD1P1T-EHumanEsophagusESCC1.70e-107.18e-010.0875
30834ZNRD1P2T-EHumanEsophagusESCC1.91e-591.18e+000.1177
30834ZNRD1P4T-EHumanEsophagusESCC2.03e-521.17e+000.1323
30834ZNRD1P5T-EHumanEsophagusESCC1.76e-213.38e-010.1327
30834ZNRD1P8T-EHumanEsophagusESCC2.32e-541.06e+000.0889
30834ZNRD1P9T-EHumanEsophagusESCC3.18e-173.31e-010.1131
30834ZNRD1P10T-EHumanEsophagusESCC1.09e-528.39e-010.116
30834ZNRD1P11T-EHumanEsophagusESCC1.06e-184.72e-010.1426
30834ZNRD1P12T-EHumanEsophagusESCC4.84e-509.15e-010.1122
30834ZNRD1P15T-EHumanEsophagusESCC4.71e-296.17e-010.1149
Page: 1 2 3 4 5 6 

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
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.

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
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
ZNRD1SNVMissense_Mutationc.316G>Tp.Asp106Tyrp.D106YQ9P1U0protein_codingdeleterious(0)probably_damaging(1)TCGA-LP-A4AV-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ZNRD1SNVMissense_Mutationnovelc.159N>Tp.Lys53Asnp.K53NQ9P1U0protein_codingtolerated(0.27)benign(0.051)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
ZNRD1SNVMissense_Mutationnovelc.372A>Cp.Glu124Aspp.E124DQ9P1U0protein_codingdeleterious(0)probably_damaging(0.988)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ZNRD1SNVMissense_Mutationnovelc.160N>Ap.Val54Ilep.V54IQ9P1U0protein_codingtolerated(0.34)benign(0.003)TCGA-4R-AA8I-01Liverliver hepatocellular carcinomaMale>=65I/IIUnknownUnknownPD
ZNRD1SNVMissense_Mutationnovelc.218N>Cp.Glu73Alap.E73AQ9P1U0protein_codingtolerated(0.21)benign(0)TCGA-BR-7704-01Stomachstomach adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ZNRD1SNVMissense_Mutationc.257N>Ap.Arg86Hisp.R86HQ9P1U0protein_codingdeleterious(0.01)probably_damaging(0.964)TCGA-HU-A4H8-01Stomachstomach adenocarcinomaMale>=65I/IIChemotherapydidoxPD
Page: 1 

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