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: NAIP

Gene summary for NAIP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NAIP

Gene ID

4671

Gene nameNLR family apoptosis inhibitory protein
Gene AliasBIRC1
Cytomap5q13.2
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q13075


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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
4671NAIPNAFLD1HumanLiverNAFLD2.33e-034.98e-01-0.04
4671NAIPHCC1_MengHumanLiverHCC4.46e-266.32e-020.0246
4671NAIPHCC2HumanLiverHCC1.25e-141.50e+000.5341
4671NAIPHCC5HumanLiverHCC1.11e-021.17e+000.4932
4671NAIPHTA12-23-1HumanPancreasPDAC1.35e-046.43e-010.3405
4671NAIPHTA12-25-1HumanPancreasPDAC1.49e-056.00e-010.313
4671NAIPHTA12-26-1HumanPancreasPDAC3.14e-241.02e+000.3728
4671NAIPHTA12-29-1HumanPancreasPDAC2.69e-245.97e-010.3722
4671NAIPPTC01HumanThyroidPTC1.09e-028.56e-020.1899
4671NAIPPTC03HumanThyroidPTC1.02e-021.55e-010.1784
4671NAIPPTC04HumanThyroidPTC1.02e-182.82e-010.1927
4671NAIPPTC05HumanThyroidPTC3.36e-155.29e-010.2065
4671NAIPPTC06HumanThyroidPTC9.66e-102.49e-010.2057
4671NAIPPTC07HumanThyroidPTC1.29e-071.87e-010.2044
4671NAIPATC11HumanThyroidATC4.17e-022.54e-010.3386
4671NAIPATC13HumanThyroidATC6.38e-173.85e-010.34
4671NAIPATC2HumanThyroidATC1.85e-075.68e-010.34
4671NAIPATC5HumanThyroidATC1.54e-203.93e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:00458617LiverNAFLDnegative regulation of proteolysis66/1882351/187234.02e-072.58e-0566
GO:00513467LiverNAFLDnegative regulation of hydrolase activity62/1882379/187238.11e-051.66e-0362
GO:00525477LiverNAFLDregulation of peptidase activity72/1882461/187231.03e-042.03e-0372
GO:00525487LiverNAFLDregulation of endopeptidase activity67/1882432/187232.17e-043.70e-0367
GO:00109517LiverNAFLDnegative regulation of endopeptidase activity42/1882252/187237.29e-049.29e-0342
GO:00104667LiverNAFLDnegative regulation of peptidase activity43/1882262/187238.76e-041.07e-0243
GO:00709977LiverNAFLDneuron death52/1882361/187235.08e-033.96e-0252
GO:007099722LiverHCCneuron death202/7958361/187231.44e-072.70e-06202
GO:004328112LiverHCCregulation of cysteine-type endopeptidase activity involved in apoptotic process125/7958209/187233.12e-075.42e-06125
GO:190121412LiverHCCregulation of neuron death179/7958319/187235.65e-079.01e-06179
GO:200011612LiverHCCregulation of cysteine-type endopeptidase activity137/7958235/187236.91e-071.08e-05137
GO:005254722LiverHCCregulation of peptidase activity247/7958461/187238.28e-071.27e-05247
GO:004315412LiverHCCnegative regulation of cysteine-type endopeptidase activity involved in apoptotic process54/795878/187231.61e-062.27e-0554
GO:005254822LiverHCCregulation of endopeptidase activity230/7958432/187233.58e-064.68e-05230
GO:200011712LiverHCCnegative regulation of cysteine-type endopeptidase activity57/795886/187237.14e-068.47e-0557
GO:004586122LiverHCCnegative regulation of proteolysis186/7958351/187234.19e-054.11e-04186
GO:005140212LiverHCCneuron apoptotic process135/7958246/187235.64e-055.26e-04135
GO:004352312LiverHCCregulation of neuron apoptotic process117/7958212/187231.25e-041.03e-03117
GO:005134622LiverHCCnegative regulation of hydrolase activity195/7958379/187232.44e-041.82e-03195
GO:190121512LiverHCCnegative regulation of neuron death113/7958208/187233.68e-042.54e-03113
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0513214LiverNAFLDSalmonella infection55/1043249/84658.48e-063.09e-042.49e-0455
hsa0513014LiverNAFLDPathogenic Escherichia coli infection45/1043197/84652.31e-056.88e-045.54e-0445
hsa0513114LiverNAFLDShigellosis48/1043247/84657.82e-041.17e-029.39e-0348
hsa0513215LiverNAFLDSalmonella infection55/1043249/84658.48e-063.09e-042.49e-0455
hsa0513015LiverNAFLDPathogenic Escherichia coli infection45/1043197/84652.31e-056.88e-045.54e-0445
hsa0513115LiverNAFLDShigellosis48/1043247/84657.82e-041.17e-029.39e-0348
hsa0513242LiverHCCSalmonella infection178/4020249/84655.90e-151.98e-131.10e-13178
hsa0513042LiverHCCPathogenic Escherichia coli infection129/4020197/84652.02e-072.50e-061.39e-06129
hsa0513142LiverHCCShigellosis150/4020247/84651.53e-051.04e-045.81e-05150
hsa0513252LiverHCCSalmonella infection178/4020249/84655.90e-151.98e-131.10e-13178
hsa0513052LiverHCCPathogenic Escherichia coli infection129/4020197/84652.02e-072.50e-061.39e-06129
hsa0513152LiverHCCShigellosis150/4020247/84651.53e-051.04e-045.81e-05150
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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
NAIPSNVMissense_Mutationnovelc.27C>Ap.Asp9Glup.D9EQ13075protein_codingtolerated(1)benign(0.001)TCGA-B6-A401-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
NAIPSNVMissense_Mutationc.660N>Cp.Trp220Cysp.W220CQ13075protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EK-A2PI-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
NAIPSNVMissense_Mutationc.340N>Gp.Ile114Valp.I114VQ13075protein_codingtolerated(0.37)benign(0.005)TCGA-AA-3664-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
NAIPSNVMissense_Mutationnovelc.195N>Tp.Lys65Asnp.K65NQ13075protein_codingdeleterious(0.01)probably_damaging(0.918)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
NAIPSNVMissense_Mutationrs745325912c.172N>Tp.Arg58Cysp.R58CQ13075protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
NAIPSNVMissense_Mutationnovelc.173G>Ap.Arg58Hisp.R58HQ13075protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
NAIPSNVMissense_Mutationrs745325912c.172N>Tp.Arg58Cysp.R58CQ13075protein_codingdeleterious(0)probably_damaging(0.997)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NAIPSNVMissense_Mutationnovelc.533N>Ap.Pro178Hisp.P178HQ13075protein_codingdeleterious(0)probably_damaging(1)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NAIPSNVMissense_Mutationnovelc.482N>Tp.Ala161Valp.A161VQ13075protein_codingtolerated(0.08)benign(0.401)TCGA-DF-A2KN-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
NAIPSNVMissense_Mutationnovelc.218N>Gp.Tyr73Cysp.Y73CQ13075protein_codingdeleterious(0.02)possibly_damaging(0.87)TCGA-DF-A2KN-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/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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