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: DNAJC30

Gene summary for DNAJC30

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DNAJC30

Gene ID

84277

Gene nameDnaJ heat shock protein family (Hsp40) member C30
Gene AliasLHONAR
Cytomap7q11.23
Gene Typeprotein-coding
GO ID

GO:0006091

UniProtAcc

B3KSU4


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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
84277DNAJC30LZE4THumanEsophagusESCC8.17e-041.46e-010.0811
84277DNAJC30LZE24THumanEsophagusESCC6.22e-103.46e-010.0596
84277DNAJC30P1T-EHumanEsophagusESCC5.28e-104.21e-010.0875
84277DNAJC30P2T-EHumanEsophagusESCC3.69e-223.34e-010.1177
84277DNAJC30P4T-EHumanEsophagusESCC1.64e-276.64e-010.1323
84277DNAJC30P5T-EHumanEsophagusESCC7.07e-163.24e-010.1327
84277DNAJC30P8T-EHumanEsophagusESCC2.21e-162.34e-010.0889
84277DNAJC30P9T-EHumanEsophagusESCC1.14e-225.25e-010.1131
84277DNAJC30P10T-EHumanEsophagusESCC1.72e-102.29e-010.116
84277DNAJC30P11T-EHumanEsophagusESCC4.75e-021.51e-010.1426
84277DNAJC30P12T-EHumanEsophagusESCC4.15e-214.35e-010.1122
84277DNAJC30P15T-EHumanEsophagusESCC1.38e-225.60e-010.1149
84277DNAJC30P16T-EHumanEsophagusESCC4.83e-458.56e-010.1153
84277DNAJC30P17T-EHumanEsophagusESCC4.26e-042.27e-010.1278
84277DNAJC30P19T-EHumanEsophagusESCC1.26e-056.22e-010.1662
84277DNAJC30P20T-EHumanEsophagusESCC7.15e-082.35e-010.1124
84277DNAJC30P21T-EHumanEsophagusESCC9.68e-296.31e-010.1617
84277DNAJC30P22T-EHumanEsophagusESCC2.05e-427.87e-010.1236
84277DNAJC30P23T-EHumanEsophagusESCC5.61e-174.17e-010.108
84277DNAJC30P24T-EHumanEsophagusESCC8.03e-193.87e-010.1287
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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
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
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.

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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:003238618EsophagusESCCregulation of intracellular transport243/8552337/187233.20e-237.25e-21243
GO:0006091110EsophagusESCCgeneration of precursor metabolites and energy331/8552490/187233.86e-238.45e-21331
GO:0045333110EsophagusESCCcellular respiration173/8552230/187234.53e-205.99e-18173
GO:0006839110EsophagusESCCmitochondrial transport187/8552254/187238.35e-209.81e-18187
GO:0009060110EsophagusESCCaerobic respiration145/8552189/187232.16e-182.21e-16145
GO:0015980110EsophagusESCCenergy derivation by oxidation of organic compounds220/8552318/187231.20e-171.09e-15220
GO:0046034111EsophagusESCCATP metabolic process189/8552277/187231.99e-141.04e-12189
GO:0006119111EsophagusESCCoxidative phosphorylation106/8552141/187238.19e-133.63e-11106
GO:0006753110EsophagusESCCnucleoside phosphate metabolic process288/8552497/187231.80e-083.50e-07288
GO:0019693111EsophagusESCCribose phosphate metabolic process234/8552396/187234.24e-087.76e-07234
GO:0009117111EsophagusESCCnucleotide metabolic process282/8552489/187234.70e-088.50e-07282
GO:0009141111EsophagusESCCnucleoside triphosphate metabolic process78/8552112/187232.36e-073.59e-0678
GO:1990542110EsophagusESCCmitochondrial transmembrane transport72/8552102/187232.94e-074.23e-0672
GO:0009259111EsophagusESCCribonucleotide metabolic process224/8552385/187234.41e-076.00e-06224
GO:0072521111EsophagusESCCpurine-containing compound metabolic process238/8552416/187231.20e-061.49e-05238
GO:0009150111EsophagusESCCpurine ribonucleotide metabolic process213/8552368/187231.40e-061.69e-05213
GO:0046390110EsophagusESCCribose phosphate biosynthetic process119/8552190/187231.73e-062.06e-05119
GO:0006163111EsophagusESCCpurine nucleotide metabolic process226/8552396/187232.81e-063.21e-05226
GO:0009144110EsophagusESCCpurine nucleoside triphosphate metabolic process61/855288/187236.06e-066.23e-0561
GO:000919918EsophagusESCCribonucleoside triphosphate metabolic process61/855289/187231.07e-051.01e-0461
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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
DNAJC30SNVMissense_Mutationc.497C>Ap.Ala166Aspp.A166DQ96LL9protein_codingdeleterious(0.04)benign(0.397)TCGA-AC-A2QI-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanCR
DNAJC30SNVMissense_Mutationc.206N>Gp.Tyr69Cysp.Y69CQ96LL9protein_codingdeleterious(0)probably_damaging(1)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
DNAJC30SNVMissense_Mutationc.582N>Tp.Glu194Aspp.E194DQ96LL9protein_codingdeleterious(0.04)benign(0.079)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
DNAJC30SNVMissense_Mutationrs137909145c.520G>Ap.Glu174Lysp.E174KQ96LL9protein_codingdeleterious(0)possibly_damaging(0.859)TCGA-AG-4007-01Colorectumrectum adenocarcinomaMale>=65III/IVUnknownUnknownSD
DNAJC30SNVMissense_Mutationrs782201231c.169N>Tp.Pro57Serp.P57SQ96LL9protein_codingtolerated(0.62)benign(0.029)TCGA-AG-A00Y-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownPD
DNAJC30SNVMissense_Mutationc.107N>Ap.Arg36Lysp.R36KQ96LL9protein_codingdeleterious(0.03)benign(0.015)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
DNAJC30SNVMissense_Mutationnovelc.233N>Tp.Pro78Leup.P78LQ96LL9protein_codingdeleterious(0)probably_damaging(0.996)TCGA-KP-A3W1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
DNAJC30SNVMissense_Mutationnovelc.273N>Gp.Phe91Leup.F91LQ96LL9protein_codingdeleterious(0)probably_damaging(0.998)TCGA-86-7711-01Lunglung adenocarcinomaMale>=65I/IIChemotherapycisplatinPD
DNAJC30SNVMissense_Mutationnovelc.599N>Tp.Gly200Valp.G200VQ96LL9protein_codingdeleterious(0.02)possibly_damaging(0.66)TCGA-37-4132-01Lunglung squamous cell carcinomaFemale<65III/IVUnknownUnknownSD
DNAJC30SNVMissense_Mutationnovelc.251N>Tp.Ser84Ilep.S84IQ96LL9protein_codingdeleterious(0)probably_damaging(0.93)TCGA-52-7809-01Lunglung squamous cell carcinomaMale>=65I/IIUnknownUnknownPD
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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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