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

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: DNAJC14

Gene summary for DNAJC14

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DNAJC14

Gene ID

85406

Gene nameDnaJ heat shock protein family (Hsp40) member C14
Gene AliasDNAJ
Cytomap12q13.2
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

A0A024RB64


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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
85406DNAJC14LZE7THumanEsophagusESCC2.04e-022.20e-010.0667
85406DNAJC14LZE24THumanEsophagusESCC1.60e-112.61e-010.0596
85406DNAJC14P1T-EHumanEsophagusESCC8.51e-031.73e-010.0875
85406DNAJC14P2T-EHumanEsophagusESCC2.39e-243.33e-010.1177
85406DNAJC14P4T-EHumanEsophagusESCC1.15e-051.92e-010.1323
85406DNAJC14P5T-EHumanEsophagusESCC4.44e-102.26e-010.1327
85406DNAJC14P8T-EHumanEsophagusESCC2.62e-081.72e-010.0889
85406DNAJC14P10T-EHumanEsophagusESCC3.11e-071.31e-010.116
85406DNAJC14P11T-EHumanEsophagusESCC1.94e-052.55e-010.1426
85406DNAJC14P12T-EHumanEsophagusESCC3.14e-102.20e-010.1122
85406DNAJC14P15T-EHumanEsophagusESCC7.38e-091.81e-010.1149
85406DNAJC14P16T-EHumanEsophagusESCC1.10e-112.84e-010.1153
85406DNAJC14P17T-EHumanEsophagusESCC2.89e-021.46e-010.1278
85406DNAJC14P20T-EHumanEsophagusESCC7.43e-132.91e-010.1124
85406DNAJC14P21T-EHumanEsophagusESCC3.05e-182.01e-010.1617
85406DNAJC14P22T-EHumanEsophagusESCC2.66e-049.12e-020.1236
85406DNAJC14P23T-EHumanEsophagusESCC1.60e-061.60e-010.108
85406DNAJC14P24T-EHumanEsophagusESCC1.39e-041.52e-010.1287
85406DNAJC14P26T-EHumanEsophagusESCC1.01e-122.66e-010.1276
85406DNAJC14P27T-EHumanEsophagusESCC7.40e-102.03e-010.1055
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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
∗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.

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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).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
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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.
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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
DNAJC14SNVMissense_Mutationnovelc.2030N>Gp.Ser677Cysp.S677CQ6Y2X3protein_codingdeleterious(0.01)benign(0.371)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
DNAJC14SNVMissense_Mutationnovelc.623N>Tp.Arg208Leup.R208LQ6Y2X3protein_codingdeleterious_low_confidence(0.01)benign(0.195)TCGA-A2-A0CR-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
DNAJC14SNVMissense_Mutationc.262N>Ap.Glu88Lysp.E88KQ6Y2X3protein_codingdeleterious_low_confidence(0.02)benign(0.003)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
DNAJC14SNVMissense_Mutationc.446N>Tp.Ser149Phep.S149FQ6Y2X3protein_codingdeleterious_low_confidence(0)benign(0.332)TCGA-BH-A0B0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
DNAJC14SNVMissense_Mutationnovelc.1310N>Gp.Val437Glyp.V437GQ6Y2X3protein_codingdeleterious(0)possibly_damaging(0.767)TCGA-E9-A243-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilPD
DNAJC14SNVMissense_Mutationc.1510N>Ap.Glu504Lysp.E504KQ6Y2X3protein_codingdeleterious(0)probably_damaging(0.975)TCGA-GM-A2DI-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
DNAJC14insertionFrame_Shift_Insnovelc.1923_1924insATAAATGTATTp.Asp642IlefsTer10p.D642Ifs*10Q6Y2X3protein_codingTCGA-A8-A08O-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelPD
DNAJC14deletionFrame_Shift_Delc.118_119delAGp.Arg40GlyfsTer8p.R40Gfs*8Q6Y2X3protein_codingTCGA-AC-A23C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapychemoCR
DNAJC14insertionIn_Frame_Insnovelc.564_565insAAATATGGACCTAGTATGGGAGGGTCAGGGAGTGCATGTAAGGATp.Ser188_Gly189insLysTyrGlyProSerMetGlyGlySerGlySerAlaCysLysAspp.S188_G189insKYGPSMGGSGSACKDQ6Y2X3protein_codingTCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
DNAJC14SNVMissense_Mutationc.53N>Tp.Gly18Valp.G18VQ6Y2X3protein_codingdeleterious_low_confidence(0)benign(0.172)TCGA-C5-A1MF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
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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
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