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: NEDD1

Gene summary for NEDD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NEDD1

Gene ID

121441

Gene nameNEDD1 gamma-tubulin ring complex targeting factor
Gene AliasGCP-WD
Cytomap12q23.1
Gene Typeprotein-coding
GO ID

GO:0007049

UniProtAcc

A8K1Z3


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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
121441NEDD1LZE4THumanEsophagusESCC8.13e-061.71e-010.0811
121441NEDD1LZE7THumanEsophagusESCC8.16e-042.69e-010.0667
121441NEDD1LZE8THumanEsophagusESCC2.59e-041.58e-010.067
121441NEDD1LZE24THumanEsophagusESCC7.08e-142.86e-010.0596
121441NEDD1LZE6THumanEsophagusESCC1.51e-062.65e-010.0845
121441NEDD1P1T-EHumanEsophagusESCC9.95e-031.53e-010.0875
121441NEDD1P2T-EHumanEsophagusESCC1.25e-407.68e-010.1177
121441NEDD1P4T-EHumanEsophagusESCC5.04e-101.78e-010.1323
121441NEDD1P5T-EHumanEsophagusESCC3.75e-101.56e-010.1327
121441NEDD1P8T-EHumanEsophagusESCC1.64e-112.78e-010.0889
121441NEDD1P10T-EHumanEsophagusESCC4.19e-162.37e-010.116
121441NEDD1P11T-EHumanEsophagusESCC9.83e-103.58e-010.1426
121441NEDD1P12T-EHumanEsophagusESCC7.05e-102.00e-010.1122
121441NEDD1P15T-EHumanEsophagusESCC3.09e-142.37e-010.1149
121441NEDD1P16T-EHumanEsophagusESCC2.18e-142.43e-010.1153
121441NEDD1P17T-EHumanEsophagusESCC9.92e-062.38e-010.1278
121441NEDD1P19T-EHumanEsophagusESCC1.60e-044.03e-010.1662
121441NEDD1P20T-EHumanEsophagusESCC2.93e-092.59e-010.1124
121441NEDD1P21T-EHumanEsophagusESCC1.11e-173.54e-010.1617
121441NEDD1P22T-EHumanEsophagusESCC3.50e-162.37e-010.1236
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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
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
∗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: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: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:00443805SkincSCCprotein localization to cytoskeleton26/486458/187231.44e-039.09e-0326
GO:00726986SkincSCCprotein localization to microtubule cytoskeleton24/486454/187232.49e-031.42e-0224
GO:19055087SkincSCCprotein localization to microtubule organizing center16/486435/187239.09e-034.16e-0216
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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
NEDD1SNVMissense_Mutationc.632T>Cp.Val211Alap.V211AQ8NHV4protein_codingtolerated(1)benign(0)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
NEDD1SNVMissense_Mutationc.1112N>Ap.Gly371Glup.G371EQ8NHV4protein_codingdeleterious(0.04)probably_damaging(0.987)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
NEDD1SNVMissense_Mutationnovelc.94N>Ap.Val32Metp.V32MQ8NHV4protein_codingdeleterious(0.01)possibly_damaging(0.668)TCGA-E2-A2P6-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
NEDD1insertionIn_Frame_Insnovelc.464_465insTGGATTTGAGAGGCAGCCTGGTATAGTGGAAGGp.Val155_Thr156insGlyPheGluArgGlnProGlyIleValGluGlyp.V155_T156insGFERQPGIVEGQ8NHV4protein_codingTCGA-A8-A09C-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NEDD1SNVMissense_Mutationnovelc.812N>Tp.Ala271Valp.A271VQ8NHV4protein_codingtolerated(0.55)possibly_damaging(0.701)TCGA-MY-A5BF-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinCR
NEDD1SNVMissense_Mutationnovelc.1231N>Gp.Ser411Glyp.S411GQ8NHV4protein_codingdeleterious(0.02)benign(0.269)TCGA-VS-A8EH-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
NEDD1SNVMissense_Mutationnovelc.362N>Tp.Ser121Phep.S121FQ8NHV4protein_codingdeleterious(0)benign(0.009)TCGA-VS-A9UZ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NEDD1insertionIn_Frame_Insnovelc.1874_1875insTTCAGCCGCTTTGAGp.Met625delinsIleSerAlaAlaLeuArgp.M625delinsISAALRQ8NHV4protein_codingTCGA-DS-A1OD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
NEDD1SNVMissense_Mutationc.1766N>Tp.Ala589Valp.A589VQ8NHV4protein_codingdeleterious(0.02)benign(0.027)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
NEDD1SNVMissense_Mutationc.52G>Ap.Gly18Argp.G18RQ8NHV4protein_codingdeleterious(0.01)benign(0.399)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=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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