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: DNAJC17

Gene summary for DNAJC17

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DNAJC17

Gene ID

55192

Gene nameDnaJ heat shock protein family (Hsp40) member C17
Gene AliasDNAJC17
Cytomap15q15.1
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q9NVM6


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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
55192DNAJC17LZE4THumanEsophagusESCC3.55e-021.33e-010.0811
55192DNAJC17LZE5THumanEsophagusESCC4.63e-022.83e-010.0514
55192DNAJC17LZE7THumanEsophagusESCC3.27e-021.16e-010.0667
55192DNAJC17LZE8THumanEsophagusESCC9.16e-042.07e-010.067
55192DNAJC17LZE24THumanEsophagusESCC6.85e-049.16e-020.0596
55192DNAJC17P1T-EHumanEsophagusESCC2.42e-074.31e-010.0875
55192DNAJC17P2T-EHumanEsophagusESCC5.17e-121.06e-010.1177
55192DNAJC17P4T-EHumanEsophagusESCC1.06e-092.25e-010.1323
55192DNAJC17P5T-EHumanEsophagusESCC1.78e-131.70e-010.1327
55192DNAJC17P8T-EHumanEsophagusESCC1.52e-183.46e-010.0889
55192DNAJC17P9T-EHumanEsophagusESCC3.17e-062.11e-010.1131
55192DNAJC17P10T-EHumanEsophagusESCC8.14e-192.37e-010.116
55192DNAJC17P12T-EHumanEsophagusESCC1.29e-203.14e-010.1122
55192DNAJC17P15T-EHumanEsophagusESCC4.03e-062.16e-010.1149
55192DNAJC17P16T-EHumanEsophagusESCC1.68e-132.32e-010.1153
55192DNAJC17P17T-EHumanEsophagusESCC9.01e-042.05e-010.1278
55192DNAJC17P20T-EHumanEsophagusESCC1.67e-071.59e-010.1124
55192DNAJC17P21T-EHumanEsophagusESCC1.40e-183.19e-010.1617
55192DNAJC17P22T-EHumanEsophagusESCC3.46e-111.89e-010.1236
55192DNAJC17P23T-EHumanEsophagusESCC8.25e-112.77e-010.108
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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
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
∗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
GO:19019987EsophagusESCCtoxin transport28/855240/187231.61e-037.50e-0328
GO:19019986Oral cavityOSCCtoxin transport25/730540/187232.22e-031.00e-0225
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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
DNAJC17SNVMissense_Mutationnovelc.397N>Ap.Glu133Lysp.E133KQ9NVM6protein_codingtolerated(0.44)benign(0.026)TCGA-DS-A7WH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
DNAJC17SNVMissense_Mutationrs775459475c.763N>Ap.Val255Metp.V255MQ9NVM6protein_codingtolerated(0.23)benign(0.007)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
DNAJC17SNVMissense_Mutationc.613C>Ap.Leu205Ilep.L205IQ9NVM6protein_codingtolerated(0.12)benign(0.438)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
DNAJC17SNVMissense_Mutationrs774713452c.451N>Tp.Arg151Cysp.R151CQ9NVM6protein_codingdeleterious(0.03)possibly_damaging(0.794)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
DNAJC17SNVMissense_Mutationrs148284868c.587N>Ap.Arg196Glnp.R196QQ9NVM6protein_codingtolerated(0.67)benign(0.007)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
DNAJC17SNVMissense_Mutationc.490N>Cp.Asn164Hisp.N164HQ9NVM6protein_codingtolerated(0.1)benign(0.003)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
DNAJC17SNVMissense_Mutationc.74N>Gp.Lys25Argp.K25RQ9NVM6protein_codingdeleterious(0.04)benign(0.114)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
DNAJC17SNVMissense_Mutationrs529115513c.419N>Gp.Glu140Glyp.E140GQ9NVM6protein_codingdeleterious(0)benign(0.006)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
DNAJC17SNVMissense_Mutationrs148284868c.587N>Ap.Arg196Glnp.R196QQ9NVM6protein_codingtolerated(0.67)benign(0.007)TCGA-DF-A2KN-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
DNAJC17SNVMissense_Mutationnovelc.238N>Cp.Lys80Glnp.K80QQ9NVM6protein_codingdeleterious(0.02)benign(0.206)TCGA-FI-A2D0-01Endometriumuterine corpus endometrioid carcinomaFemale<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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