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: NID1

Gene summary for NID1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NID1

Gene ID

4811

Gene namenidogen 1
Gene AliasNID
Cytomap1q42.3
Gene Typeprotein-coding
GO ID

GO:0001655

UniProtAcc

P14543


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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
4811NID1LZE4THumanEsophagusESCC4.52e-041.76e-010.0811
4811NID1P2T-EHumanEsophagusESCC7.21e-397.71e-010.1177
4811NID1P5T-EHumanEsophagusESCC1.75e-081.53e-010.1327
4811NID1P8T-EHumanEsophagusESCC1.37e-021.48e-010.0889
4811NID1P9T-EHumanEsophagusESCC1.37e-032.73e-010.1131
4811NID1P10T-EHumanEsophagusESCC1.83e-521.08e+000.116
4811NID1P11T-EHumanEsophagusESCC4.87e-072.29e-010.1426
4811NID1P12T-EHumanEsophagusESCC1.60e-142.22e-010.1122
4811NID1P15T-EHumanEsophagusESCC8.88e-093.54e-010.1149
4811NID1P16T-EHumanEsophagusESCC6.07e-561.23e+000.1153
4811NID1P19T-EHumanEsophagusESCC1.28e-034.26e-010.1662
4811NID1P22T-EHumanEsophagusESCC2.66e-163.06e-010.1236
4811NID1P26T-EHumanEsophagusESCC2.93e-153.64e-010.1276
4811NID1P27T-EHumanEsophagusESCC6.35e-051.04e-010.1055
4811NID1P31T-EHumanEsophagusESCC2.32e-213.95e-010.1251
4811NID1P32T-EHumanEsophagusESCC5.02e-244.92e-010.1666
4811NID1P36T-EHumanEsophagusESCC1.10e-033.91e-010.1187
4811NID1P37T-EHumanEsophagusESCC5.64e-267.74e-010.1371
4811NID1P42T-EHumanEsophagusESCC3.57e-094.78e-010.1175
4811NID1P44T-EHumanEsophagusESCC3.91e-043.45e-010.1096
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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
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:003158919EsophagusESCCcell-substrate adhesion221/8552363/187233.06e-096.62e-08221
GO:001081020EsophagusESCCregulation of cell-substrate adhesion144/8552221/187233.55e-097.45e-08144
GO:004578527EsophagusESCCpositive regulation of cell adhesion255/8552437/187235.07e-089.11e-07255
GO:001081126EsophagusESCCpositive regulation of cell-substrate adhesion84/8552123/187233.18e-074.50e-0684
GO:000716018EsophagusESCCcell-matrix adhesion141/8552233/187233.33e-063.71e-05141
GO:00301984EsophagusESCCextracellular matrix organization171/8552301/187236.08e-054.67e-04171
GO:00430624EsophagusESCCextracellular structure organization171/8552302/187237.73e-055.76e-04171
GO:00452294EsophagusESCCexternal encapsulating structure organization172/8552304/187237.80e-055.80e-04172
GO:00717115EsophagusESCCbasement membrane organization22/855231/187233.90e-031.58e-0222
GO:00016559EsophagusESCCurogenital system development177/8552338/187237.51e-032.69e-02177
GO:00071606LiverNAFLDcell-matrix adhesion49/1882233/187234.36e-072.74e-0549
GO:00108107LiverNAFLDregulation of cell-substrate adhesion47/1882221/187235.30e-073.16e-0547
GO:00315896LiverNAFLDcell-substrate adhesion65/1882363/187232.84e-061.18e-0465
GO:00108117LiverNAFLDpositive regulation of cell-substrate adhesion25/1882123/187234.73e-046.74e-0325
GO:001081012LiverCirrhoticregulation of cell-substrate adhesion88/4634221/187234.89e-071.10e-0588
GO:003158912LiverCirrhoticcell-substrate adhesion128/4634363/187234.10e-066.90e-05128
GO:001081112LiverCirrhoticpositive regulation of cell-substrate adhesion53/4634123/187236.21e-069.88e-0553
GO:000716011LiverCirrhoticcell-matrix adhesion85/4634233/187234.06e-054.83e-0485
GO:00457857LiverCirrhoticpositive regulation of cell adhesion141/4634437/187232.05e-041.89e-03141
GO:0071711LiverCirrhoticbasement membrane organization17/463431/187233.19e-042.77e-0317
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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
NID1SNVMissense_Mutationnovelc.724N>Ap.Asp242Asnp.D242NP14543protein_codingtolerated(0.18)benign(0.038)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
NID1SNVMissense_Mutationrs765670423c.1219G>Ap.Ala407Thrp.A407TP14543protein_codingtolerated(0.4)benign(0)TCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
NID1SNVMissense_Mutationrs765549848c.520N>Cp.Gly174Argp.G174RP14543protein_codingtolerated(0.28)benign(0.011)TCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NID1SNVMissense_Mutationc.1074G>Cp.Glu358Aspp.E358DP14543protein_codingtolerated(0.27)benign(0.003)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
NID1SNVMissense_Mutationc.766N>Ap.Gly256Argp.G256RP14543protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AN-A0G0-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
NID1SNVMissense_Mutationc.952N>Gp.Leu318Valp.L318VP14543protein_codingtolerated(0.45)benign(0)TCGA-AO-A0J6-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
NID1SNVMissense_Mutationrs771262101c.2423N>Ap.Pro808Glnp.P808QP14543protein_codingtolerated(0.6)benign(0.003)TCGA-AR-A1AY-01Breastbreast invasive carcinomaFemale>=65I/IIUnspecificDoxorubicinSD
NID1SNVMissense_Mutationc.388A>Gp.Ile130Valp.I130VP14543protein_codingtolerated(1)benign(0)TCGA-AR-A24Q-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
NID1SNVMissense_Mutationnovelc.2639N>Ap.Ala880Glup.A880EP14543protein_codingtolerated(1)benign(0.001)TCGA-B6-A40C-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapycyclophosphamideSD
NID1SNVMissense_Mutationrs202192927c.326N>Tp.Ala109Valp.A109VP14543protein_codingtolerated(0.08)benign(0.067)TCGA-BH-A0HA-01Breastbreast invasive 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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