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: NGDN

Gene summary for NGDN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NGDN

Gene ID

25983

Gene nameneuroguidin
Gene AliasC14orf120
Cytomap14q11.2
Gene Typeprotein-coding
GO ID

GO:0000462

UniProtAcc

Q8NEJ9


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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
25983NGDNLZE4THumanEsophagusESCC2.32e-226.88e-010.0811
25983NGDNLZE5THumanEsophagusESCC4.70e-053.73e-010.0514
25983NGDNLZE7THumanEsophagusESCC1.30e-083.84e-010.0667
25983NGDNLZE8THumanEsophagusESCC2.21e-111.89e-010.067
25983NGDNLZE20THumanEsophagusESCC1.20e-04-4.87e-020.0662
25983NGDNLZE22D1HumanEsophagusHGIN3.05e-022.07e-020.0595
25983NGDNLZE24THumanEsophagusESCC1.79e-215.44e-010.0596
25983NGDNLZE21THumanEsophagusESCC5.61e-064.57e-010.0655
25983NGDNLZE6THumanEsophagusESCC2.18e-072.94e-010.0845
25983NGDNP1T-EHumanEsophagusESCC3.20e-074.48e-010.0875
25983NGDNP2T-EHumanEsophagusESCC6.13e-335.17e-010.1177
25983NGDNP4T-EHumanEsophagusESCC3.71e-388.24e-010.1323
25983NGDNP5T-EHumanEsophagusESCC2.75e-346.95e-010.1327
25983NGDNP8T-EHumanEsophagusESCC2.36e-356.53e-010.0889
25983NGDNP9T-EHumanEsophagusESCC1.47e-203.77e-010.1131
25983NGDNP10T-EHumanEsophagusESCC6.97e-456.12e-010.116
25983NGDNP11T-EHumanEsophagusESCC1.60e-147.65e-010.1426
25983NGDNP12T-EHumanEsophagusESCC2.08e-741.50e+000.1122
25983NGDNP15T-EHumanEsophagusESCC9.46e-721.40e+000.1149
25983NGDNP16T-EHumanEsophagusESCC3.65e-397.43e-010.1153
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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
∗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:002261327EsophagusHGINribonucleoprotein complex biogenesis158/2587463/187232.61e-295.23e-26158
GO:000641727EsophagusHGINregulation of translation139/2587468/187231.46e-197.98e-17139
GO:004225426EsophagusHGINribosome biogenesis101/2587299/187238.74e-194.03e-16101
GO:001607219EsophagusHGINrRNA metabolic process72/2587236/187232.26e-112.56e-0972
GO:000636419EsophagusHGINrRNA processing69/2587225/187234.53e-115.04e-0969
GO:003447010EsophagusHGINncRNA processing97/2587395/187235.92e-093.90e-0797
GO:004227427EsophagusHGINribosomal small subunit biogenesis27/258773/187236.26e-072.72e-0527
GO:00346606EsophagusHGINncRNA metabolic process104/2587485/187232.26e-068.23e-05104
GO:0022613111EsophagusESCCribonucleoprotein complex biogenesis365/8552463/187231.74e-491.11e-45365
GO:0042254111EsophagusESCCribosome biogenesis252/8552299/187233.27e-441.04e-40252
GO:003447015EsophagusESCCncRNA processing300/8552395/187233.09e-353.26e-32300
GO:0016072110EsophagusESCCrRNA metabolic process197/8552236/187231.31e-331.18e-30197
GO:0006364110EsophagusESCCrRNA processing189/8552225/187234.88e-333.87e-30189
GO:003466012EsophagusESCCncRNA metabolic process346/8552485/187234.35e-312.51e-28346
GO:0006417111EsophagusESCCregulation of translation304/8552468/187231.53e-171.33e-15304
GO:0042274111EsophagusESCCribosomal small subunit biogenesis67/855273/187236.62e-175.38e-1567
GO:00304904EsophagusESCCmaturation of SSU-rRNA45/855250/187235.07e-111.63e-0945
GO:00004623EsophagusESCCmaturation of SSU-rRNA from tricistronic rRNA transcript (SSU-rRNA, 5.8S rRNA, LSU-rRNA)32/855237/187232.96e-074.23e-0632
GO:002261312LiverCirrhoticribonucleoprotein complex biogenesis231/4634463/187233.28e-326.86e-29231
GO:004225412LiverCirrhoticribosome biogenesis154/4634299/187231.18e-236.72e-21154
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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
NGDNinsertionFrame_Shift_Insnovelc.39_40insACTCTGGGTGCTGCGGCAGACGGGAGCCAATACGCGCTAAp.Ala14ThrfsTer84p.A14Tfs*84Q8NEJ9protein_codingTCGA-A7-A0CJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
NGDNinsertionFrame_Shift_Insnovelc.404_405insAATCTGTTTTTCTTTCTGTTTTGTTCAACTCAGGGTCTp.Ser135ArgfsTer16p.S135Rfs*16Q8NEJ9protein_codingTCGA-AN-A041-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
NGDNSNVMissense_Mutationrs148302816c.299N>Ap.Arg100Hisp.R100HQ8NEJ9protein_codingdeleterious(0.05)probably_damaging(0.996)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NGDNdeletionFrame_Shift_Delnovelc.906_907delTCp.Gln303GlufsTer30p.Q303Efs*30Q8NEJ9protein_codingTCGA-EA-A5ZF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
NGDNSNVMissense_Mutationrs763908852c.661N>Tp.Arg221Cysp.R221CQ8NEJ9protein_codingdeleterious(0.03)probably_damaging(0.965)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
NGDNSNVMissense_Mutationrs199979035c.934N>Tp.Arg312Trpp.R312WQ8NEJ9protein_codingdeleterious(0)possibly_damaging(0.719)TCGA-AU-6004-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
NGDNSNVMissense_Mutationnovelc.765N>Tp.Glu255Aspp.E255DQ8NEJ9protein_codingtolerated(0.35)benign(0.031)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
NGDNSNVMissense_Mutationc.431A>Tp.Glu144Valp.E144VQ8NEJ9protein_codingtolerated(0.16)benign(0.243)TCGA-EI-6507-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
NGDNSNVMissense_Mutationrs540927380c.524N>Ap.Arg175Hisp.R175HQ8NEJ9protein_codingtolerated(0.06)possibly_damaging(0.899)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NGDNSNVMissense_Mutationrs182201186c.386G>Ap.Arg129Hisp.R129HQ8NEJ9protein_codingtolerated(0.26)benign(0.052)TCGA-AP-A051-01Endometriumuterine 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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