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: ZC3H15

Gene summary for ZC3H15

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZC3H15

Gene ID

55854

Gene namezinc finger CCCH-type containing 15
Gene AliasHT010
Cytomap2q32.1
Gene Typeprotein-coding
GO ID

GO:0002181

UniProtAcc

Q8WU90


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
55854ZC3H15AEH-subject1HumanEndometriumAEH1.49e-05-2.40e-01-0.3059
55854ZC3H15AEH-subject2HumanEndometriumAEH6.59e-11-3.12e-01-0.2525
55854ZC3H15AEH-subject3HumanEndometriumAEH8.04e-08-1.90e-01-0.2576
55854ZC3H15AEH-subject4HumanEndometriumAEH6.42e-07-2.72e-01-0.2657
55854ZC3H15EEC-subject1HumanEndometriumEEC1.46e-10-2.24e-01-0.2682
55854ZC3H15EEC-subject2HumanEndometriumEEC1.56e-07-3.27e-01-0.2607
55854ZC3H15EEC-subject3HumanEndometriumEEC1.41e-33-3.20e-01-0.2525
55854ZC3H15EEC-subject4HumanEndometriumEEC2.48e-10-2.63e-01-0.2571
55854ZC3H15EEC-subject5HumanEndometriumEEC2.58e-02-1.10e-01-0.249
55854ZC3H15GSM5276934HumanEndometriumEEC3.62e-041.52e-01-0.0913
55854ZC3H15GSM5276937HumanEndometriumEEC4.22e-031.85e-01-0.0897
55854ZC3H15GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC6.65e-36-2.35e-01-0.1869
55854ZC3H15GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC1.43e-37-1.71e-01-0.1875
55854ZC3H15GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC1.51e-42-1.35e-01-0.1883
55854ZC3H15GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC5.73e-37-1.18e-01-0.1934
55854ZC3H15GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC5.71e-63-2.36e-01-0.1917
55854ZC3H15GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC4.70e-53-2.49e-01-0.1916
55854ZC3H15GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC2.27e-14-2.82e-01-0.1269
55854ZC3H15LZE2THumanEsophagusESCC3.68e-028.75e-010.082
55854ZC3H15LZE4THumanEsophagusESCC5.73e-157.69e-010.0811
Page: 1 2 3 4 5 6 7 8 9 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:000218116EndometriumAEHcytoplasmic translation104/2100148/187231.01e-646.07e-61104
GO:00430878EndometriumAEHregulation of GTPase activity66/2100348/187231.26e-052.77e-0466
GO:00435477EndometriumAEHpositive regulation of GTPase activity48/2100255/187232.18e-042.67e-0348
GO:000218117EndometriumEECcytoplasmic translation104/2168148/187232.53e-631.52e-59104
GO:004308712EndometriumEECregulation of GTPase activity67/2168348/187231.84e-053.43e-0467
GO:004354712EndometriumEECpositive regulation of GTPase activity50/2168255/187231.26e-041.66e-0350
GO:000218127EsophagusHGINcytoplasmic translation108/2587148/187231.70e-601.02e-56108
GO:0002181111EsophagusESCCcytoplasmic translation135/8552148/187234.17e-322.65e-29135
GO:004308715EsophagusESCCregulation of GTPase activity183/8552348/187235.34e-032.00e-02183
GO:000218112LiverCirrhoticcytoplasmic translation120/4634148/187232.95e-471.85e-43120
GO:000218122LiverHCCcytoplasmic translation132/7958148/187239.09e-335.76e-30132
GO:000218120Oral cavityOSCCcytoplasmic translation133/7305148/187231.94e-382.46e-35133
GO:00192214Oral cavityOSCCcytokine-mediated signaling pathway222/7305472/187232.02e-041.35e-03222
GO:004308710Oral cavityOSCCregulation of GTPase activity165/7305348/187237.94e-044.27e-03165
GO:0002181110Oral cavityLPcytoplasmic translation124/4623148/187235.09e-523.19e-48124
GO:000218126Oral cavityEOLPcytoplasmic translation102/2218148/187237.91e-604.74e-56102
GO:001922112Oral cavityEOLPcytokine-mediated signaling pathway94/2218472/187232.36e-077.37e-0694
GO:004308714Oral cavityEOLPregulation of GTPase activity66/2218348/187236.92e-058.55e-0466
GO:00435479Oral cavityEOLPpositive regulation of GTPase activity47/2218255/187231.34e-039.33e-0347
GO:000218118ProstateBPHcytoplasmic translation115/3107148/187231.08e-606.68e-57115
Page: 1 2 

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
ZC3H15SNVMissense_Mutationc.586T>Gp.Trp196Glyp.W196GQ8WU90protein_codingtolerated(0.05)benign(0.039)TCGA-AR-A250-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ZC3H15SNVMissense_Mutationc.941N>Gp.Tyr314Cysp.Y314CQ8WU90protein_codingtolerated(0.07)benign(0.102)TCGA-AR-A255-01Breastbreast invasive carcinomaFemale<65I/IITargeted Molecular therapytrastuzumabSD
ZC3H15SNVMissense_Mutationc.913N>Ap.Asp305Asnp.D305NQ8WU90protein_codingtolerated(0.06)probably_damaging(0.971)TCGA-B6-A0I8-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
ZC3H15SNVMissense_Mutationnovelc.970N>Cp.Asp324Hisp.D324HQ8WU90protein_codingdeleterious(0.01)possibly_damaging(0.518)TCGA-C8-A8HQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZC3H15SNVMissense_Mutationrs758813880c.1045G>Tp.Val349Leup.V349LQ8WU90protein_codingtolerated(0.24)benign(0.003)TCGA-E9-A295-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ZC3H15SNVMissense_Mutationnovelc.424N>Cp.Asp142Hisp.D142HQ8WU90protein_codingdeleterious(0)probably_damaging(0.98)TCGA-OL-A5RW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
ZC3H15insertionNonsense_Mutationnovelc.65_66insTTAACTGGCCCGGCAGGAAAAGTTTCCCp.Lys22AsnfsTer2p.K22Nfs*2Q8WU90protein_codingTCGA-A8-A085-01Breastbreast invasive carcinomaMale<65I/IIHormone TherapytamoxiphenSD
ZC3H15insertionFrame_Shift_Insnovelc.232_233insCp.Leu78SerfsTer6p.L78Sfs*6Q8WU90protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZC3H15insertionFrame_Shift_Insnovelc.233_234insAp.Gln79AlafsTer5p.Q79Afs*5Q8WU90protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZC3H15SNVMissense_Mutationc.57G>Cp.Lys19Asnp.K19NQ8WU90protein_codingdeleterious(0)probably_damaging(0.95)TCGA-EK-A2RA-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 

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