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: CHURC1

Gene summary for CHURC1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CHURC1

Gene ID

91612

Gene namechurchill domain containing 1
Gene AliasC14orf52
Cytomap14q23.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q8WUH1


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
91612CHURC1CA_HPV_1HumanCervixCC1.07e-05-7.14e-020.0264
91612CHURC1HSIL_HPV_2HumanCervixHSIL_HPV4.42e-021.95e-010.0208
91612CHURC1CCI_1HumanCervixCC4.30e-07-6.15e-010.528
91612CHURC1CCI_2HumanCervixCC7.90e-09-6.36e-010.5249
91612CHURC1CCI_3HumanCervixCC5.70e-13-6.36e-010.516
91612CHURC1CCII_1HumanCervixCC4.86e-18-6.36e-010.3249
91612CHURC1sample3HumanCervixCC2.13e-022.03e-010.1387
91612CHURC1L1HumanCervixCC3.13e-02-2.42e-010.0802
91612CHURC1HTA11_3410_2000001011HumanColorectumAD6.00e-081.81e-010.0155
91612CHURC1HTA11_2487_2000001011HumanColorectumSER1.03e-093.09e-01-0.1808
91612CHURC1HTA11_2951_2000001011HumanColorectumAD3.40e-032.15e-010.0216
91612CHURC1HTA11_1938_2000001011HumanColorectumAD3.90e-215.19e-01-0.0811
91612CHURC1HTA11_78_2000001011HumanColorectumAD1.40e-184.72e-01-0.1088
91612CHURC1HTA11_347_2000001011HumanColorectumAD7.03e-396.51e-01-0.1954
91612CHURC1HTA11_411_2000001011HumanColorectumSER4.01e-043.61e-01-0.2602
91612CHURC1HTA11_2112_2000001011HumanColorectumSER1.90e-023.00e-01-0.2196
91612CHURC1HTA11_3361_2000001011HumanColorectumAD6.03e-082.50e-01-0.1207
91612CHURC1HTA11_83_2000001011HumanColorectumSER2.83e-155.14e-01-0.1526
91612CHURC1HTA11_696_2000001011HumanColorectumAD6.79e-123.58e-01-0.1464
91612CHURC1HTA11_866_2000001011HumanColorectumAD1.39e-113.16e-01-0.1001
Page: 1 2 3 4 5 6 7 8 9 10 11 12 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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.

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:00717742ProstateBPHresponse to fibroblast growth factor31/3107120/187236.55e-032.94e-0231
GO:00443441ProstateBPHcellular response to fibroblast growth factor stimulus29/3107113/187239.17e-033.91e-0229
GO:00717741ProstateTumorresponse to fibroblast growth factor31/3246120/187231.22e-024.97e-0231
GO:00717743SkinAKresponse to fibroblast growth factor28/1910120/187232.23e-054.08e-0428
GO:00443442SkinAKcellular response to fibroblast growth factor stimulus26/1910113/187235.55e-058.43e-0426
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
CHURC1BNBreastADJMPP7,IPP,GNL1, etc.1.65e-01The 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.
CHURC1TFHBreastDCISMPP7,IPP,GNL1, etc.8.61e-02The 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.
CHURC1BNBreastIDCMPP7,IPP,GNL1, etc.1.83e-01The 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.
CHURC1CD4TNBreastIDCMPP7,IPP,GNL1, etc.1.16e-01The 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.
CHURC1BNBreastPrecancerMPP7,IPP,GNL1, etc.6.77e-02The 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.
CHURC1MYOFIBColorectumCRCSOD3,APOL3,PDSS1, etc.5.13e-02The 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.
CHURC1GDTEndometriumADJRNF157,OTUD5,MYL9, etc.1.50e-01The 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.
CHURC1CD8TCMEndometriumADJRNF157,OTUD5,MYL9, etc.1.77e-01The 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.
CHURC1TH1EndometriumEECRNF157,OTUD5,MYL9, etc.9.54e-02The 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.
CHURC1MSC.MVAOral cavityEOLPTUBA4A,DSTN,SLPI, etc.3.33e-02The 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.
∗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 2 3 

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
CHURC1SNVMissense_Mutationc.119N>Ap.Arg40Glnp.R40QQ8WUH1protein_codingdeleterious(0.01)benign(0.04)TCGA-AO-A03T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
CHURC1SNVMissense_Mutationnovelc.298N>Ap.Glu100Lysp.E100KQ8WUH1protein_codingdeleterious(0.04)probably_damaging(0.979)TCGA-VS-A8EL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CHURC1SNVMissense_Mutationc.319N>Ap.Asp107Asnp.D107NQ8WUH1protein_codingtolerated(0.13)probably_damaging(0.983)TCGA-CK-6751-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CHURC1SNVMissense_Mutationnovelc.259N>Tp.Asp87Tyrp.D87YQ8WUH1protein_codingdeleterious(0.01)benign(0.014)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CHURC1SNVMissense_Mutationnovelc.80N>Tp.Ala27Valp.A27VQ8WUH1protein_codingtolerated_low_confidence(0.19)benign(0.012)TCGA-FI-A2D0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CHURC1SNVMissense_Mutationnovelc.352T>Gp.Leu118Valp.L118VQ8WUH1protein_codingdeleterious(0.01)probably_damaging(0.931)TCGA-SJ-A6ZI-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CHURC1SNVMissense_Mutationc.382A>Gp.Ile128Valp.I128VQ8WUH1protein_codingtolerated(0.48)benign(0)TCGA-UB-A7MD-01Liverliver hepatocellular carcinomaMale>=65I/IIUnknownUnknownSD
CHURC1SNVMissense_Mutationc.318G>Tp.Met106Ilep.M106IQ8WUH1protein_codingtolerated(0.18)benign(0.006)TCGA-49-AAR9-01Lunglung adenocarcinomaMale<65I/IIUnknownUnknownPD
CHURC1SNVMissense_Mutationc.57N>Tp.Arg19Serp.R19SQ8WUH1protein_codingdeleterious_low_confidence(0)benign(0.028)TCGA-55-7994-01Lunglung adenocarcinomaMale>=65I/IIChemotherapycarboplatinCR
CHURC1SNVMissense_Mutationnovelc.226N>Cp.Glu76Glnp.E76QQ8WUH1protein_codingtolerated(0.05)benign(0.039)TCGA-58-A46K-01Lunglung squamous cell carcinomaMale<65III/IVChemotherapycarboplatinPD
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
91612CHURC1NAmethylphenidateMETHYLPHENIDATE29382897
Page: 1