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: NUDCD3

Gene summary for NUDCD3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NUDCD3

Gene ID

23386

Gene nameNudC domain containing 3
Gene AliasNudCL
Cytomap7p13
Gene Typeprotein-coding
GO ID

GO:0006457

UniProtAcc

Q8IVD9


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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
23386NUDCD3LZE4THumanEsophagusESCC4.42e-163.02e-010.0811
23386NUDCD3LZE5THumanEsophagusESCC2.70e-052.93e-010.0514
23386NUDCD3LZE7THumanEsophagusESCC9.27e-093.46e-010.0667
23386NUDCD3LZE8THumanEsophagusESCC5.61e-039.78e-020.067
23386NUDCD3LZE20THumanEsophagusESCC2.14e-041.17e-010.0662
23386NUDCD3LZE22THumanEsophagusESCC4.45e-042.11e-010.068
23386NUDCD3LZE24THumanEsophagusESCC1.49e-123.34e-010.0596
23386NUDCD3P1T-EHumanEsophagusESCC4.07e-125.45e-010.0875
23386NUDCD3P2T-EHumanEsophagusESCC2.23e-294.34e-010.1177
23386NUDCD3P4T-EHumanEsophagusESCC1.32e-153.90e-010.1323
23386NUDCD3P5T-EHumanEsophagusESCC1.00e-059.63e-020.1327
23386NUDCD3P8T-EHumanEsophagusESCC4.03e-213.32e-010.0889
23386NUDCD3P9T-EHumanEsophagusESCC9.55e-122.09e-010.1131
23386NUDCD3P10T-EHumanEsophagusESCC3.64e-223.60e-010.116
23386NUDCD3P11T-EHumanEsophagusESCC2.71e-207.48e-010.1426
23386NUDCD3P12T-EHumanEsophagusESCC4.27e-243.98e-010.1122
23386NUDCD3P15T-EHumanEsophagusESCC4.60e-255.01e-010.1149
23386NUDCD3P16T-EHumanEsophagusESCC6.29e-254.88e-010.1153
23386NUDCD3P17T-EHumanEsophagusESCC1.18e-074.27e-010.1278
23386NUDCD3P19T-EHumanEsophagusESCC2.48e-104.76e-010.1662
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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
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
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:0006457110EsophagusESCCprotein folding163/8552212/187231.13e-201.74e-18163
GO:00726985EsophagusESCCprotein localization to microtubule cytoskeleton43/855254/187233.28e-074.61e-0643
GO:00443804EsophagusESCCprotein localization to cytoskeleton45/855258/187236.89e-078.99e-0645
GO:19055086EsophagusESCCprotein localization to microtubule organizing center28/855235/187233.40e-052.78e-0428
GO:00715396EsophagusESCCprotein localization to centrosome26/855233/187231.06e-047.43e-0426
GO:00715394LiverNAFLDprotein localization to centrosome10/188233/187231.09e-031.27e-0210
GO:19055084LiverNAFLDprotein localization to microtubule organizing center10/188235/187231.79e-031.85e-0210
GO:00726983LiverNAFLDprotein localization to microtubule cytoskeleton12/188254/187236.44e-034.69e-0212
GO:000645712LiverHCCprotein folding160/7958212/187231.07e-221.88e-20160
GO:00443802LiverHCCprotein localization to cytoskeleton38/795858/187233.37e-042.36e-0338
GO:007269811LiverHCCprotein localization to microtubule cytoskeleton35/795854/187237.73e-044.65e-0335
GO:190550811LiverHCCprotein localization to microtubule organizing center23/795835/187234.72e-032.02e-0223
GO:007153911LiverHCCprotein localization to centrosome21/795833/187231.16e-024.28e-0221
GO:000645718Oral cavityOSCCprotein folding154/7305212/187231.89e-234.60e-21154
GO:00443803Oral cavityOSCCprotein localization to cytoskeleton33/730558/187234.32e-031.75e-0233
GO:00726984Oral cavityOSCCprotein localization to microtubule cytoskeleton30/730554/187239.99e-033.49e-0230
GO:000645719Oral cavityLPprotein folding125/4623212/187231.62e-268.45e-24125
GO:0006457111SkincSCCprotein folding131/4864212/187232.96e-281.32e-25131
GO:00443805SkincSCCprotein localization to cytoskeleton26/486458/187231.44e-039.09e-0326
GO:00726986SkincSCCprotein localization to microtubule cytoskeleton24/486454/187232.49e-031.42e-0224
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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
NUDCD3SNVMissense_Mutationnovelc.208N>Cp.Asp70Hisp.D70HQ8IVD9protein_codingdeleterious(0)possibly_damaging(0.674)TCGA-AC-A3W6-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
NUDCD3insertionNonsense_Mutationnovelc.797_798insATAGTTGAGAAGAGCCCTGAAGAATAAGGAGACAAGTAAGCAAp.Ser266ArgfsTer2p.S266Rfs*2Q8IVD9protein_codingTCGA-A8-A079-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
NUDCD3SNVMissense_Mutationnovelc.266N>Ap.Arg89Lysp.R89KQ8IVD9protein_codingtolerated(0.76)benign(0.034)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NUDCD3SNVMissense_Mutationrs747911756c.143N>Tp.Ser48Leup.S48LQ8IVD9protein_codingtolerated(0.09)benign(0.066)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NUDCD3SNVMissense_Mutationrs569119981c.110N>Gp.Lys37Argp.K37RQ8IVD9protein_codingtolerated(0.52)possibly_damaging(0.448)TCGA-AA-3560-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfolinicCR
NUDCD3SNVMissense_Mutationrs760773518c.1042G>Ap.Asp348Asnp.D348NQ8IVD9protein_codingdeleterious(0.02)probably_damaging(0.909)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
NUDCD3SNVMissense_Mutationnovelc.387A>Tp.Glu129Aspp.E129DQ8IVD9protein_codingtolerated(0.19)benign(0)TCGA-AA-A01K-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfolinicCR
NUDCD3SNVMissense_Mutationnovelc.987G>Tp.Glu329Aspp.E329DQ8IVD9protein_codingtolerated(0.38)benign(0.019)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
NUDCD3SNVMissense_Mutationrs760773518c.1042N>Ap.Asp348Asnp.D348NQ8IVD9protein_codingdeleterious(0.02)probably_damaging(0.909)TCGA-CM-6171-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
NUDCD3SNVMissense_Mutationc.772G>Ap.Gly258Argp.G258RQ8IVD9protein_codingdeleterious(0.02)probably_damaging(0.991)TCGA-F4-6856-01Colorectumcolon adenocarcinomaMale<65I/IIAncillaryleucovorinCR
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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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