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: DNAJC12

Gene summary for DNAJC12

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DNAJC12

Gene ID

56521

Gene nameDnaJ heat shock protein family (Hsp40) member C12
Gene AliasHPANBH4
Cytomap10q21.3
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q6IAH1


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
56521DNAJC12DCIS2HumanBreastDCIS3.82e-363.63e-020.0085
56521DNAJC12P8T-EHumanEsophagusESCC1.19e-266.06e-010.0889
56521DNAJC12P10T-EHumanEsophagusESCC5.65e-041.16e-010.116
56521DNAJC12P11T-EHumanEsophagusESCC4.73e-062.83e-010.1426
56521DNAJC12P20T-EHumanEsophagusESCC4.07e-022.74e-010.1124
56521DNAJC12P22T-EHumanEsophagusESCC9.31e-031.33e-010.1236
56521DNAJC12P49T-EHumanEsophagusESCC3.29e-151.30e+000.1768
56521DNAJC12P54T-EHumanEsophagusESCC1.59e-113.06e-010.0975
56521DNAJC12P57T-EHumanEsophagusESCC1.05e-025.74e-020.0926
56521DNAJC12P61T-EHumanEsophagusESCC8.02e-051.61e-010.099
56521DNAJC12P75T-EHumanEsophagusESCC9.47e-049.03e-020.1125
56521DNAJC12P76T-EHumanEsophagusESCC1.60e-072.07e-010.1207
56521DNAJC12P79T-EHumanEsophagusESCC5.95e-093.88e-010.1154
56521DNAJC12P89T-EHumanEsophagusESCC2.13e-125.33e-010.1752
56521DNAJC12P128T-EHumanEsophagusESCC2.83e-451.53e+000.1241
56521DNAJC12P130T-EHumanEsophagusESCC1.53e-125.23e-010.1676
56521DNAJC12HCC1_MengHumanLiverHCC2.45e-274.69e-020.0246
56521DNAJC12HCC2_MengHumanLiverHCC1.27e-424.39e-010.0107
56521DNAJC12S014HumanLiverHCC2.44e-228.83e-010.2254
56521DNAJC12S015HumanLiverHCC4.06e-128.23e-010.2375
Page: 1 2 3 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
∗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
DNAJC12SNVMissense_Mutationc.358C>Tp.His120Tyrp.H120YQ9UKB3protein_codingtolerated(1)benign(0)TCGA-UC-A7PF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
DNAJC12SNVMissense_Mutationc.298N>Cp.Ser100Prop.S100PQ9UKB3protein_codingdeleterious(0)possibly_damaging(0.566)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
DNAJC12SNVMissense_Mutationc.497N>Ap.Ser166Tyrp.S166YQ9UKB3protein_codingtolerated(0.08)possibly_damaging(0.832)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
DNAJC12SNVMissense_Mutationnovelc.137N>Gp.His46Argp.H46RQ9UKB3protein_codingdeleterious(0.01)possibly_damaging(0.604)TCGA-AA-A01K-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfolinicCR
DNAJC12SNVMissense_Mutationnovelc.512A>Gp.Asp171Glyp.D171GQ9UKB3protein_codingtolerated(0.09)benign(0.024)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
DNAJC12SNVMissense_Mutationrs200719110c.440C>Tp.Thr147Metp.T147MQ9UKB3protein_codingtolerated(0.2)benign(0)TCGA-CM-5341-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfluorouracilSD
DNAJC12insertionNonsense_Mutationnovelc.13_14insCTTAAATAAAAACTp.Leu5ProfsTer2p.L5Pfs*2Q9UKB3protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
DNAJC12SNVMissense_Mutationnovelc.376N>Tp.Asn126Tyrp.N126YQ9UKB3protein_codingdeleterious(0.03)benign(0)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
DNAJC12SNVMissense_Mutationnovelc.12N>Gp.Ile4Metp.I4MQ9UKB3protein_codingdeleterious(0.05)probably_damaging(0.954)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
DNAJC12SNVMissense_Mutationrs769789184c.221N>Ap.Arg74Hisp.R74HQ9UKB3protein_codingtolerated(0.12)benign(0.003)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 

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