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: NUDCD1

Gene summary for NUDCD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NUDCD1

Gene ID

84955

Gene nameNudC domain containing 1
Gene AliasCML66
Cytomap8q23.1
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q96RS6


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
84955NUDCD1HCC1_MengHumanLiverHCC1.61e-761.79e-010.0246
84955NUDCD1HCC2_MengHumanLiverHCC8.18e-153.01e-020.0107
84955NUDCD1HCC2HumanLiverHCC1.16e-021.79e+000.5341
84955NUDCD1Pt13.bHumanLiverHCC1.37e-071.23e-010.0251
84955NUDCD1S014HumanLiverHCC5.59e-411.25e+000.2254
84955NUDCD1S015HumanLiverHCC1.14e-351.48e+000.2375
84955NUDCD1S016HumanLiverHCC2.23e-391.21e+000.2243
84955NUDCD1S027HumanLiverHCC2.14e-109.28e-010.2446
84955NUDCD1S028HumanLiverHCC5.09e-211.04e+000.2503
84955NUDCD1S029HumanLiverHCC4.71e-291.17e+000.2581
84955NUDCD1C04HumanOral cavityOSCC7.94e-146.08e-010.2633
84955NUDCD1C21HumanOral cavityOSCC9.13e-361.15e+000.2678
84955NUDCD1C30HumanOral cavityOSCC6.60e-251.18e+000.3055
84955NUDCD1C43HumanOral cavityOSCC2.37e-183.50e-010.1704
84955NUDCD1C46HumanOral cavityOSCC1.82e-102.73e-010.1673
84955NUDCD1C51HumanOral cavityOSCC2.32e-054.65e-010.2674
84955NUDCD1C06HumanOral cavityOSCC5.69e-046.04e-010.2699
84955NUDCD1C08HumanOral cavityOSCC8.64e-143.81e-010.1919
84955NUDCD1LP15HumanOral cavityLP1.96e-034.96e-010.2174
84955NUDCD1SYSMH2HumanOral cavityOSCC5.38e-194.73e-010.2326
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
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.

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
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
NUDCD1SNVMissense_Mutationc.1152N>Cp.Met384Ilep.M384IQ96RS6protein_codingtolerated(0.48)benign(0.003)TCGA-A2-A1FW-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
NUDCD1SNVMissense_Mutationrs543121980c.850N>Ap.Glu284Lysp.E284KQ96RS6protein_codingtolerated(0.49)benign(0.346)TCGA-A8-A0A7-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
NUDCD1SNVMissense_Mutationc.1554N>Ap.Phe518Leup.F518LQ96RS6protein_codingdeleterious(0.01)possibly_damaging(0.76)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
NUDCD1SNVMissense_Mutationc.1643N>Gp.Ala548Glyp.A548GQ96RS6protein_codingdeleterious(0.01)benign(0.133)TCGA-BH-A0BZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
NUDCD1SNVMissense_Mutationc.571N>Ap.Glu191Lysp.E191KQ96RS6protein_codingdeleterious(0.03)benign(0.217)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
NUDCD1deletionFrame_Shift_Delnovelc.1457delTp.Leu486Terp.L486*Q96RS6protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
NUDCD1SNVMissense_Mutationc.488N>Ap.Pro163Hisp.P163HQ96RS6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A6-6654-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyoxaliplatinSD
NUDCD1SNVMissense_Mutationnovelc.589N>Cp.Ser197Argp.S197RQ96RS6protein_codingdeleterious(0)probably_damaging(0.964)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
NUDCD1SNVMissense_Mutationnovelc.544N>Gp.Thr182Alap.T182AQ96RS6protein_codingtolerated(0.11)benign(0)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
NUDCD1SNVMissense_Mutationnovelc.1746N>Tp.Glu582Aspp.E582DQ96RS6protein_codingtolerated(0.48)benign(0)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
Page: 1 2 3 4 5 6 7 8 

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