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: NFKBIL1

Gene summary for NFKBIL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NFKBIL1

Gene ID

4795

Gene nameNFKB inhibitor like 1
Gene AliasIKBL
Cytomap6p21.33
Gene Typeprotein-coding
GO ID

GO:0001816

UniProtAcc

A0A0A0MRT5


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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
4795NFKBIL1LZE4THumanEsophagusESCC1.52e-111.68e-010.0811
4795NFKBIL1LZE7THumanEsophagusESCC1.16e-083.48e-010.0667
4795NFKBIL1LZE8THumanEsophagusESCC3.36e-021.17e-010.067
4795NFKBIL1LZE20THumanEsophagusESCC4.50e-082.39e-010.0662
4795NFKBIL1LZE22THumanEsophagusESCC1.73e-033.06e-010.068
4795NFKBIL1LZE24THumanEsophagusESCC1.20e-246.35e-010.0596
4795NFKBIL1LZE22D3HumanEsophagusHGIN4.70e-035.02e-010.0653
4795NFKBIL1LZE6THumanEsophagusESCC4.74e-032.28e-010.0845
4795NFKBIL1P1T-EHumanEsophagusESCC5.38e-104.87e-010.0875
4795NFKBIL1P2T-EHumanEsophagusESCC7.18e-325.29e-010.1177
4795NFKBIL1P4T-EHumanEsophagusESCC1.43e-296.31e-010.1323
4795NFKBIL1P5T-EHumanEsophagusESCC6.38e-274.32e-010.1327
4795NFKBIL1P8T-EHumanEsophagusESCC2.74e-152.16e-010.0889
4795NFKBIL1P9T-EHumanEsophagusESCC1.36e-142.31e-010.1131
4795NFKBIL1P10T-EHumanEsophagusESCC1.14e-235.09e-010.116
4795NFKBIL1P11T-EHumanEsophagusESCC1.65e-165.58e-010.1426
4795NFKBIL1P12T-EHumanEsophagusESCC3.95e-244.28e-010.1122
4795NFKBIL1P15T-EHumanEsophagusESCC3.73e-163.08e-010.1149
4795NFKBIL1P16T-EHumanEsophagusESCC2.83e-275.83e-010.1153
4795NFKBIL1P17T-EHumanEsophagusESCC3.71e-215.14e-010.1278
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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
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:00028321LiverHCCnegative regulation of response to biotic stimulus66/7958108/187237.24e-056.50e-0466
GO:00028312LiverHCCregulation of response to biotic stimulus173/7958327/187238.55e-057.48e-04173
GO:00510902LiverHCCregulation of DNA-binding transcription factor activity220/7958440/187238.04e-044.82e-03220
GO:003249611LiverHCCresponse to lipopolysaccharide174/7958343/187231.19e-036.62e-03174
GO:00712166LiverHCCcellular response to biotic stimulus128/7958246/187231.53e-038.10e-03128
GO:00712226LiverHCCcellular response to lipopolysaccharide110/7958209/187231.92e-039.77e-03110
GO:000223711LiverHCCresponse to molecule of bacterial origin181/7958363/187232.58e-031.24e-02181
GO:0002224LiverHCCtoll-like receptor signaling pathway67/7958121/187232.87e-031.34e-0267
GO:00622072LiverHCCregulation of pattern recognition receptor signaling pathway59/7958105/187233.18e-031.47e-0259
GO:0031663LiverHCClipopolysaccharide-mediated signaling pathway36/795860/187234.68e-032.01e-0236
GO:00712196LiverHCCcellular response to molecule of bacterial origin113/7958221/187235.73e-032.38e-02113
GO:000724910Oral cavityOSCCI-kappaB kinase/NF-kappaB signaling169/7305281/187234.69e-132.25e-11169
GO:00028317Oral cavityOSCCregulation of response to biotic stimulus177/7305327/187231.73e-083.43e-07177
GO:003249617Oral cavityOSCCresponse to lipopolysaccharide178/7305343/187237.27e-071.03e-05178
GO:00510907Oral cavityOSCCregulation of DNA-binding transcription factor activity221/7305440/187239.06e-071.23e-05221
GO:00028324Oral cavityOSCCnegative regulation of response to biotic stimulus65/7305108/187236.62e-067.29e-0565
GO:00022214Oral cavityOSCCpattern recognition receptor signaling pathway95/7305172/187231.11e-051.15e-0495
GO:007121615Oral cavityOSCCcellular response to biotic stimulus129/7305246/187231.20e-051.23e-04129
GO:000223717Oral cavityOSCCresponse to molecule of bacterial origin181/7305363/187231.48e-051.49e-04181
GO:007122210Oral cavityOSCCcellular response to lipopolysaccharide110/7305209/187234.15e-053.60e-04110
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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
NFKBIL1SNVMissense_Mutationnovelc.766N>Cp.Glu256Glnp.E256QQ9UBC1protein_codingtolerated(0.05)probably_damaging(0.92)TCGA-VS-A8QM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
NFKBIL1SNVMissense_Mutationc.434N>Ap.Gly145Glup.G145EQ9UBC1protein_codingtolerated(1)benign(0.075)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
NFKBIL1SNVMissense_Mutationc.648G>Tp.Gln216Hisp.Q216HQ9UBC1protein_codingtolerated(0.1)benign(0.435)TCGA-AZ-4615-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaPD
NFKBIL1SNVMissense_Mutationc.857N>Gp.Pro286Argp.P286RQ9UBC1protein_codingtolerated(0.5)benign(0.197)TCGA-F5-6863-01Colorectumrectum adenocarcinomaFemale>=65III/IVChemotherapyetoposideSD
NFKBIL1SNVMissense_Mutationnovelc.368N>Ap.Arg123Hisp.R123HQ9UBC1protein_codingtolerated(0.45)benign(0.203)TCGA-AP-A0LS-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NFKBIL1SNVMissense_Mutationnovelc.172N>Tp.Gly58Cysp.G58CQ9UBC1protein_codingdeleterious(0.03)possibly_damaging(0.68)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NFKBIL1SNVMissense_Mutationrs776864117c.653N>Ap.Arg218Glnp.R218QQ9UBC1protein_codingtolerated(0.38)benign(0.005)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
NFKBIL1SNVMissense_Mutationrs771750904c.610C>Tp.Arg204Cysp.R204CQ9UBC1protein_codingtolerated(0.06)benign(0.245)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
NFKBIL1SNVMissense_Mutationrs544896018c.367N>Tp.Arg123Cysp.R123CQ9UBC1protein_codingdeleterious(0)probably_damaging(0.921)TCGA-D1-A176-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
NFKBIL1SNVMissense_Mutationrs199596929c.772N>Tp.Arg258Cysp.R258CQ9UBC1protein_codingtolerated(0.06)benign(0.044)TCGA-EO-A22U-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
4795NFKBIL1NAIFN16362817
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