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: NKX2-8

Gene summary for NKX2-8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NKX2-8

Gene ID

26257

Gene nameNK2 homeobox 8
Gene AliasNKX2.8
Cytomap14q13.3
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

O15522


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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
26257NKX2-8P1T-EHumanEsophagusESCC3.09e-043.87e-010.0875
26257NKX2-8P5T-EHumanEsophagusESCC2.23e-051.25e-010.1327
26257NKX2-8P8T-EHumanEsophagusESCC1.33e-152.88e-010.0889
26257NKX2-8P9T-EHumanEsophagusESCC2.37e-039.66e-020.1131
26257NKX2-8P10T-EHumanEsophagusESCC1.73e-081.01e-010.116
26257NKX2-8P15T-EHumanEsophagusESCC4.97e-082.46e-010.1149
26257NKX2-8P22T-EHumanEsophagusESCC5.70e-091.90e-010.1236
26257NKX2-8P26T-EHumanEsophagusESCC1.46e-041.06e-010.1276
26257NKX2-8P28T-EHumanEsophagusESCC1.02e-051.60e-010.1149
26257NKX2-8P30T-EHumanEsophagusESCC4.41e-021.50e-010.137
26257NKX2-8P32T-EHumanEsophagusESCC1.44e-023.91e-020.1666
26257NKX2-8P37T-EHumanEsophagusESCC1.30e-062.02e-010.1371
26257NKX2-8P39T-EHumanEsophagusESCC3.28e-114.19e-010.0894
26257NKX2-8P47T-EHumanEsophagusESCC2.40e-021.25e-010.1067
26257NKX2-8P48T-EHumanEsophagusESCC9.77e-091.02e-010.0959
26257NKX2-8P49T-EHumanEsophagusESCC3.91e-066.12e-010.1768
26257NKX2-8P52T-EHumanEsophagusESCC3.42e-093.26e-010.1555
26257NKX2-8P54T-EHumanEsophagusESCC1.93e-257.20e-010.0975
26257NKX2-8P57T-EHumanEsophagusESCC1.05e-034.14e-020.0926
26257NKX2-8P61T-EHumanEsophagusESCC2.17e-358.49e-010.099
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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
∗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:0048732111EsophagusESCCgland development269/8552436/187237.81e-122.95e-10269
GO:0061008110EsophagusESCChepaticobiliary system development98/8552150/187238.91e-071.15e-0598
GO:0001889110EsophagusESCCliver development96/8552147/187231.18e-061.47e-0596
GO:00303239EsophagusESCCrespiratory tube development112/8552181/187237.82e-067.69e-05112
GO:00605417EsophagusESCCrespiratory system development123/8552203/187231.26e-051.15e-04123
GO:00303249EsophagusESCClung development109/8552177/187231.40e-051.27e-04109
GO:005067318EsophagusESCCepithelial cell proliferation238/8552437/187231.19e-048.20e-04238
GO:006156415EsophagusESCCaxon development251/8552467/187232.41e-041.49e-03251
GO:005067817EsophagusESCCregulation of epithelial cell proliferation206/8552381/187235.51e-043.02e-03206
GO:000740915EsophagusESCCaxonogenesis219/8552418/187233.14e-031.31e-02219
GO:004873220Oral cavityOSCCgland development226/7305436/187232.78e-085.39e-07226
GO:000188918Oral cavityOSCCliver development87/7305147/187235.54e-078.08e-0687
GO:006100818Oral cavityOSCChepaticobiliary system development88/7305150/187238.13e-071.12e-0588
GO:005067310Oral cavityOSCCepithelial cell proliferation212/7305437/187232.82e-052.61e-04212
GO:00303238Oral cavityOSCCrespiratory tube development95/7305181/187231.53e-041.07e-0395
GO:00303248Oral cavityOSCClung development91/7305177/187235.18e-043.01e-0391
GO:005067810Oral cavityOSCCregulation of epithelial cell proliferation180/7305381/187235.88e-043.35e-03180
GO:00605416Oral cavityOSCCrespiratory system development100/7305203/187231.83e-038.60e-03100
GO:006156410Oral cavityOSCCaxon development207/7305467/187231.01e-023.51e-02207
GO:000188919Oral cavityLPliver development62/4623147/187232.32e-065.14e-0562
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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
NKX2-8STMLungAAHCYP2J2,AL592295.3,AC079630.1, etc.6.24e-02The 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.
NKX2-8CLUBLungAISCYP2J2,AL592295.3,AC079630.1, etc.5.00e-02The 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.
NKX2-8BASOral cavityNEOLPPOPDC3,HOXA10-AS,TAX1BP3, etc.-2.22e-16The 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.
NKX2-8BASOral cavityOSCCPOPDC3,HOXA10-AS,TAX1BP3, etc.6.44e-02The 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.
∗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
NKX2-8SNVMissense_Mutationrs199946070c.356N>Tp.Ser119Ilep.S119IO15522protein_codingdeleterious(0)benign(0.26)TCGA-D8-A1J9-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
NKX2-8SNVMissense_Mutationrs199946070c.356N>Tp.Ser119Ilep.S119IO15522protein_codingdeleterious(0)benign(0.26)TCGA-D8-A4Z1-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
NKX2-8SNVMissense_Mutationnovelc.161N>Tp.Ser54Leup.S54LO15522protein_codingdeleterious(0.02)possibly_damaging(0.715)TCGA-MA-AA41-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NKX2-8SNVMissense_Mutationnovelc.364N>Ap.Arg122Serp.R122SO15522protein_codingtolerated(0.58)benign(0.089)TCGA-R2-A69V-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
NKX2-8SNVMissense_Mutationc.65C>Tp.Ala22Valp.A22VO15522protein_codingtolerated(0.09)benign(0.015)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
NKX2-8SNVMissense_Mutationnovelc.404N>Tp.His135Leup.H135LO15522protein_codingdeleterious(0)probably_damaging(0.993)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
NKX2-8SNVMissense_Mutationc.416T>Cp.Leu139Prop.L139PO15522protein_codingdeleterious(0)possibly_damaging(0.638)TCGA-CK-5913-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
NKX2-8SNVMissense_Mutationnovelc.142N>Tp.Arg48Cysp.R48CO15522protein_codingdeleterious(0.02)benign(0.011)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NKX2-8SNVMissense_Mutationc.65N>Tp.Ala22Valp.A22VO15522protein_codingtolerated(0.09)benign(0.015)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NKX2-8SNVMissense_Mutationc.16N>Tp.Arg6Cysp.R6CO15522protein_codingdeleterious(0)probably_damaging(0.939)TCGA-BS-A0UV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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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