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: NGRN

Gene summary for NGRN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NGRN

Gene ID

51335

Gene nameneugrin, neurite outgrowth associated
Gene AliasDSC92
Cytomap15q26.1
Gene Typeprotein-coding
GO ID

GO:0006412

UniProtAcc

Q9NPE2


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
51335NGRNsample1HumanCervixCC2.92e-033.21e-010.0959
51335NGRNsample3HumanCervixCC5.05e-305.02e-010.1387
51335NGRNH2HumanCervixHSIL_HPV1.13e-082.45e-010.0632
51335NGRNT1HumanCervixCC5.48e-093.18e-010.0918
51335NGRNT2HumanCervixCC2.29e-033.73e-010.0709
51335NGRNT3HumanCervixCC1.34e-275.17e-010.1389
51335NGRNLZE2THumanEsophagusESCC2.41e-091.09e+000.082
51335NGRNLZE4THumanEsophagusESCC2.22e-381.04e+000.0811
51335NGRNLZE5THumanEsophagusESCC1.08e-108.50e-010.0514
51335NGRNLZE7THumanEsophagusESCC8.10e-381.93e+000.0667
51335NGRNLZE8THumanEsophagusESCC6.10e-329.64e-010.067
51335NGRNLZE20THumanEsophagusESCC9.80e-257.72e-010.0662
51335NGRNLZE22D1HumanEsophagusHGIN3.91e-084.76e-010.0595
51335NGRNLZE22THumanEsophagusESCC2.02e-171.13e+000.068
51335NGRNLZE24THumanEsophagusESCC2.78e-501.22e+000.0596
51335NGRNLZE22D3HumanEsophagusHGIN2.46e-027.35e-010.0653
51335NGRNLZE21THumanEsophagusESCC4.66e-189.43e-010.0655
51335NGRNLZE6THumanEsophagusESCC8.16e-311.28e+000.0845
51335NGRNP1T-EHumanEsophagusESCC9.39e-251.57e+000.0875
51335NGRNP2T-EHumanEsophagusESCC4.68e-1061.73e+000.1177
Page: 1 2 3 4 5 6 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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
GO:003425010CervixCCpositive regulation of cellular amide metabolic process40/2311162/187231.11e-052.41e-0440
GO:000641710CervixCCregulation of translation89/2311468/187231.86e-053.46e-0489
GO:004572710CervixCCpositive regulation of translation33/2311136/187239.09e-051.20e-0333
GO:000641715CervixHSIL_HPVregulation of translation34/737468/187234.66e-046.83e-0334
GO:000641727EsophagusHGINregulation of translation139/2587468/187231.46e-197.98e-17139
GO:004572720EsophagusHGINpositive regulation of translation49/2587136/187235.88e-116.30e-0949
GO:003425020EsophagusHGINpositive regulation of cellular amide metabolic process53/2587162/187236.01e-105.15e-0853
GO:00325435EsophagusHGINmitochondrial translation23/258776/187231.61e-043.16e-0323
GO:01400534EsophagusHGINmitochondrial gene expression27/2587108/187231.34e-031.57e-0227
GO:014005313EsophagusESCCmitochondrial gene expression93/8552108/187231.96e-182.03e-1693
GO:0006417111EsophagusESCCregulation of translation304/8552468/187231.53e-171.33e-15304
GO:003254314EsophagusESCCmitochondrial translation68/855276/187231.02e-156.86e-1468
GO:0045727111EsophagusESCCpositive regulation of translation107/8552136/187232.79e-151.68e-13107
GO:0034250111EsophagusESCCpositive regulation of cellular amide metabolic process123/8552162/187233.32e-151.93e-13123
GO:00701292EsophagusESCCregulation of mitochondrial translation22/855224/187232.82e-063.21e-0522
GO:00621252EsophagusESCCregulation of mitochondrial gene expression24/855228/187231.37e-051.25e-0424
GO:00701312EsophagusESCCpositive regulation of mitochondrial translation14/855215/187231.47e-049.85e-0414
GO:000641722LiverHCCregulation of translation287/7958468/187238.79e-178.08e-15287
GO:01400531LiverHCCmitochondrial gene expression82/7958108/187231.49e-127.20e-1182
GO:00325431LiverHCCmitochondrial translation62/795876/187232.95e-121.34e-1062
Page: 1 2 

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
NGRNinsertionFrame_Shift_Insnovelc.474_475insCTCTCp.Thr159LeufsTer35p.T159Lfs*35Q9NPE2protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
NGRNSNVMissense_Mutationc.74G>Tp.Arg25Leup.R25LQ9NPE2protein_codingdeleterious(0.01)benign(0.245)TCGA-C5-A3HE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
NGRNinsertionIn_Frame_Insnovelc.668_669insCTGGCAp.Pro223_Val224insTrpHisp.P223_V224insWHQ9NPE2protein_codingTCGA-DS-A1OD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
NGRNSNVMissense_Mutationnovelc.631A>Cp.Asn211Hisp.N211HQ9NPE2protein_codingtolerated(0.06)possibly_damaging(0.905)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
NGRNSNVMissense_Mutationnovelc.840N>Ap.Phe280Leup.F280LQ9NPE2protein_codingtolerated(0.08)benign(0.287)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
NGRNSNVMissense_Mutationnovelc.833N>Ap.Arg278Glnp.R278QQ9NPE2protein_codingtolerated(0.11)benign(0.266)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
NGRNSNVMissense_Mutationc.201G>Tp.Gln67Hisp.Q67HQ9NPE2protein_codingtolerated(0.23)benign(0.046)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
NGRNSNVMissense_Mutationnovelc.580N>Tp.Ile194Leup.I194LQ9NPE2protein_codingtolerated(0.47)benign(0.001)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NGRNSNVMissense_Mutationnovelc.512G>Ap.Gly171Aspp.G171DQ9NPE2protein_codingtolerated(0.22)benign(0.088)TCGA-AP-A1E0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
NGRNSNVMissense_Mutationnovelc.277N>Cp.Tyr93Hisp.Y93HQ9NPE2protein_codingtolerated(0.07)possibly_damaging(0.823)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 

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