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: DNAJC11

Gene summary for DNAJC11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DNAJC11

Gene ID

55735

Gene nameDnaJ heat shock protein family (Hsp40) member C11
Gene AliasdJ126A5.1
Cytomap1p36.31
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

Q9NVH1


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
55735DNAJC11LZE4THumanEsophagusESCC1.33e-061.85e-010.0811
55735DNAJC11LZE5THumanEsophagusESCC1.58e-032.52e-010.0514
55735DNAJC11LZE7THumanEsophagusESCC4.75e-053.56e-010.0667
55735DNAJC11LZE8THumanEsophagusESCC5.03e-071.62e-010.067
55735DNAJC11LZE20THumanEsophagusESCC3.58e-061.70e-010.0662
55735DNAJC11LZE22THumanEsophagusESCC6.40e-033.35e-010.068
55735DNAJC11LZE24THumanEsophagusESCC1.26e-122.64e-010.0596
55735DNAJC11LZE6THumanEsophagusESCC2.80e-032.08e-010.0845
55735DNAJC11P1T-EHumanEsophagusESCC5.93e-042.68e-010.0875
55735DNAJC11P2T-EHumanEsophagusESCC8.20e-193.15e-010.1177
55735DNAJC11P4T-EHumanEsophagusESCC3.44e-224.21e-010.1323
55735DNAJC11P5T-EHumanEsophagusESCC7.55e-152.28e-010.1327
55735DNAJC11P8T-EHumanEsophagusESCC3.39e-132.31e-010.0889
55735DNAJC11P9T-EHumanEsophagusESCC2.40e-051.61e-010.1131
55735DNAJC11P10T-EHumanEsophagusESCC3.24e-243.82e-010.116
55735DNAJC11P11T-EHumanEsophagusESCC9.31e-153.87e-010.1426
55735DNAJC11P12T-EHumanEsophagusESCC4.88e-152.44e-010.1122
55735DNAJC11P15T-EHumanEsophagusESCC1.66e-204.11e-010.1149
55735DNAJC11P16T-EHumanEsophagusESCC8.69e-112.32e-010.1153
55735DNAJC11P17T-EHumanEsophagusESCC1.77e-083.45e-010.1278
Page: 1 2 3 4 5 

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
∗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:000700619EsophagusESCCmitochondrial membrane organization93/8552116/187232.16e-141.11e-1293
GO:000700713EsophagusESCCinner mitochondrial membrane organization31/855238/187235.93e-066.10e-0531
GO:00424072EsophagusESCCcristae formation13/855216/187234.05e-031.62e-0213
GO:00070065LiverCirrhoticmitochondrial membrane organization57/4634116/187231.13e-084.29e-0757
GO:00070073LiverCirrhoticinner mitochondrial membrane organization19/463438/187236.75e-045.06e-0319
GO:000700612LiverHCCmitochondrial membrane organization80/7958116/187237.09e-091.81e-0780
GO:000700711LiverHCCinner mitochondrial membrane organization28/795838/187239.60e-058.34e-0428
GO:0042407LiverHCCcristae formation12/795816/187238.74e-033.40e-0212
GO:000700610Oral cavityOSCCmitochondrial membrane organization85/7305116/187236.29e-143.40e-1285
GO:00070075Oral cavityOSCCinner mitochondrial membrane organization27/730538/187236.23e-055.08e-0427
GO:00424071Oral cavityOSCCcristae formation12/730516/187233.83e-031.57e-0212
GO:0007006110SkincSCCmitochondrial membrane organization64/4864116/187232.16e-111.08e-0964
GO:00070077SkincSCCinner mitochondrial membrane organization24/486438/187231.54e-062.62e-0524
GO:00424073SkincSCCcristae formation9/486416/187239.73e-034.31e-029
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
DNAJC11SNVMissense_Mutationc.333G>Cp.Gln111Hisp.Q111HQ9NVH1protein_codingdeleterious(0.03)probably_damaging(0.922)TCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
DNAJC11SNVMissense_Mutationc.316N>Cp.Glu106Glnp.E106QQ9NVH1protein_codingdeleterious(0)probably_damaging(0.992)TCGA-BH-A0HP-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
DNAJC11insertionFrame_Shift_Insnovelc.900_901insTGTCACGTATCCAAACAGAACTCGATCCCp.Ile301CysfsTer17p.I301Cfs*17Q9NVH1protein_codingTCGA-A8-A082-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
DNAJC11SNVMissense_Mutationrs748496570c.1594N>Tp.Arg532Trpp.R532WQ9NVH1protein_codingdeleterious(0)probably_damaging(0.997)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
DNAJC11SNVMissense_Mutationnovelc.880N>Gp.Thr294Alap.T294AQ9NVH1protein_codingtolerated(0.3)benign(0.006)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
DNAJC11SNVMissense_Mutationrs745627956c.1282N>Ap.Ala428Thrp.A428TQ9NVH1protein_codingtolerated(0.51)possibly_damaging(0.453)TCGA-AY-6197-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
DNAJC11SNVMissense_Mutationrs201758526c.1639N>Tp.Arg547Trpp.R547WQ9NVH1protein_codingdeleterious(0)probably_damaging(1)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
DNAJC11SNVMissense_Mutationc.577G>Tp.Gly193Cysp.G193CQ9NVH1protein_codingdeleterious(0)probably_damaging(1)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
DNAJC11SNVMissense_Mutationc.611C>Tp.Ser204Leup.S204LQ9NVH1protein_codingdeleterious(0)probably_damaging(0.923)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
DNAJC11SNVMissense_Mutationnovelc.742C>Tp.Arg248Cysp.R248CQ9NVH1protein_codingtolerated(0.1)possibly_damaging(0.838)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 

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