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: NKX2-5

Gene summary for NKX2-5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NKX2-5

Gene ID

1482

Gene nameNK2 homeobox 5
Gene AliasCHNG5
Cytomap5q35.1
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

A0A0S2Z3K2


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
1482NKX2-5LZE7THumanEsophagusESCC1.40e-084.31e-010.0667
1482NKX2-5P4T-EHumanEsophagusESCC4.48e-225.08e-010.1323
1482NKX2-5P5T-EHumanEsophagusESCC4.30e-102.10e-010.1327
1482NKX2-5P8T-EHumanEsophagusESCC8.40e-049.69e-020.0889
1482NKX2-5P10T-EHumanEsophagusESCC9.53e-091.66e-010.116
1482NKX2-5P12T-EHumanEsophagusESCC9.78e-305.79e-010.1122
1482NKX2-5P16T-EHumanEsophagusESCC2.51e-335.98e-010.1153
1482NKX2-5P21T-EHumanEsophagusESCC3.75e-031.14e-010.1617
1482NKX2-5P22T-EHumanEsophagusESCC5.03e-641.07e+000.1236
1482NKX2-5P26T-EHumanEsophagusESCC3.52e-193.87e-010.1276
1482NKX2-5P28T-EHumanEsophagusESCC1.47e-142.57e-010.1149
1482NKX2-5P42T-EHumanEsophagusESCC3.05e-021.35e-010.1175
1482NKX2-5P47T-EHumanEsophagusESCC4.44e-082.00e-010.1067
1482NKX2-5P49T-EHumanEsophagusESCC6.53e-043.14e-010.1768
1482NKX2-5P52T-EHumanEsophagusESCC4.40e-092.09e-010.1555
1482NKX2-5P62T-EHumanEsophagusESCC1.20e-021.42e-010.1302
1482NKX2-5P74T-EHumanEsophagusESCC5.82e-235.55e-010.1479
1482NKX2-5P76T-EHumanEsophagusESCC5.03e-377.24e-010.1207
1482NKX2-5P79T-EHumanEsophagusESCC4.41e-071.42e-010.1154
1482NKX2-5P89T-EHumanEsophagusESCC5.72e-074.81e-010.1752
Page: 1 2 

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
∗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:0048732111EsophagusESCCgland development269/8552436/187237.81e-122.95e-10269
GO:001605517EsophagusESCCWnt signaling pathway268/8552444/187232.32e-106.58e-09268
GO:019873817EsophagusESCCcell-cell signaling by wnt269/8552446/187232.41e-106.79e-09269
GO:003011117EsophagusESCCregulation of Wnt signaling pathway194/8552328/187235.39e-077.14e-06194
GO:006007016EsophagusESCCcanonical Wnt signaling pathway180/8552303/187239.15e-071.17e-05180
GO:00063673EsophagusESCCtranscription initiation from RNA polymerase II promoter56/855277/187231.30e-061.59e-0556
GO:006082817EsophagusESCCregulation of canonical Wnt signaling pathway153/8552253/187231.38e-061.67e-05153
GO:000635211EsophagusESCCDNA-templated transcription, initiation86/8552130/187231.88e-062.19e-0586
GO:006056210EsophagusESCCepithelial tube morphogenesis187/8552325/187239.95e-069.44e-05187
GO:00488638EsophagusESCCstem cell differentiation122/8552206/187235.95e-054.59e-04122
GO:00602603EsophagusESCCregulation of transcription initiation from RNA polymerase II promoter25/855233/187234.30e-042.43e-0325
GO:200014212EsophagusESCCregulation of DNA-templated transcription, initiation29/855240/187235.32e-042.93e-0329
GO:00485687EsophagusESCCembryonic organ development228/8552427/187237.28e-043.79e-03228
GO:200073614EsophagusESCCregulation of stem cell differentiation39/855258/187237.43e-043.86e-0339
GO:00301788EsophagusESCCnegative regulation of Wnt signaling pathway97/8552170/187231.81e-038.31e-0397
GO:006053716EsophagusESCCmuscle tissue development211/8552403/187233.84e-031.56e-02211
GO:00900905EsophagusESCCnegative regulation of canonical Wnt signaling pathway78/8552137/187235.17e-031.95e-0278
GO:00350512EsophagusESCCcardiocyte differentiation86/8552156/187231.09e-023.68e-0286
GO:20001443EsophagusESCCpositive regulation of DNA-templated transcription, initiation21/855231/187231.10e-023.70e-0221
GO:00031793EsophagusESCCheart valve morphogenesis34/855255/187231.16e-023.90e-0234
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
NKX2-5SNVMissense_Mutationc.481N>Tp.Arg161Trpp.R161WP52952protein_codingdeleterious(0)probably_damaging(0.967)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
NKX2-5SNVMissense_Mutationc.485A>Gp.Tyr162Cysp.Y162CP52952protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
NKX2-5SNVMissense_Mutationc.584G>Ap.Arg195Glnp.R195QP52952protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
NKX2-5SNVMissense_Mutationc.467N>Ap.Arg156Hisp.R156HP52952protein_codingdeleterious(0)probably_damaging(1)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
NKX2-5SNVMissense_Mutationc.485N>Gp.Tyr162Cysp.Y162CP52952protein_codingdeleterious(0)probably_damaging(1)TCGA-AY-6197-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
NKX2-5SNVMissense_Mutationc.460G>Cp.Glu154Glnp.E154QP52952protein_codingdeleterious(0)possibly_damaging(0.838)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
NKX2-5SNVMissense_Mutationc.88N>Tp.Ala30Serp.A30SP52952protein_codingtolerated(0.64)benign(0.001)TCGA-CK-4952-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownSD
NKX2-5SNVMissense_Mutationc.224G>Ap.Arg75Hisp.R75HP52952protein_codingtolerated(0.13)benign(0)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
NKX2-5SNVMissense_Mutationc.899T>Cp.Leu300Serp.L300SP52952protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NKX2-5SNVMissense_Mutationnovelc.806G>Tp.Ser269Ilep.S269IP52952protein_codingdeleterious(0.01)benign(0.276)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
Page: 1 2 3 4 

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