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: NLRP1

Gene summary for NLRP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NLRP1

Gene ID

22861

Gene nameNLR family pyrin domain containing 1
Gene AliasAIADK
Cytomap17p13.2
Gene Typeprotein-coding
GO ID

GO:0001816

UniProtAcc

Q9C000


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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
22861NLRP1LZE4THumanEsophagusESCC1.92e-021.83e-010.0811
22861NLRP1P1T-EHumanEsophagusESCC1.01e-085.21e-010.0875
22861NLRP1P2T-EHumanEsophagusESCC7.44e-112.51e-010.1177
22861NLRP1P4T-EHumanEsophagusESCC3.03e-163.25e-010.1323
22861NLRP1P5T-EHumanEsophagusESCC3.38e-031.83e-020.1327
22861NLRP1P8T-EHumanEsophagusESCC1.27e-097.00e-020.0889
22861NLRP1P9T-EHumanEsophagusESCC2.46e-043.63e-020.1131
22861NLRP1P10T-EHumanEsophagusESCC1.63e-294.15e-010.116
22861NLRP1P11T-EHumanEsophagusESCC3.59e-101.87e-010.1426
22861NLRP1P12T-EHumanEsophagusESCC2.27e-128.60e-020.1122
22861NLRP1P16T-EHumanEsophagusESCC1.58e-087.69e-020.1153
22861NLRP1P19T-EHumanEsophagusESCC3.90e-022.04e-010.1662
22861NLRP1P20T-EHumanEsophagusESCC8.03e-101.05e-010.1124
22861NLRP1P21T-EHumanEsophagusESCC6.21e-233.93e-010.1617
22861NLRP1P22T-EHumanEsophagusESCC6.01e-084.08e-020.1236
22861NLRP1P24T-EHumanEsophagusESCC3.86e-118.40e-020.1287
22861NLRP1P27T-EHumanEsophagusESCC9.15e-108.20e-020.1055
22861NLRP1P31T-EHumanEsophagusESCC4.15e-049.74e-030.1251
22861NLRP1P32T-EHumanEsophagusESCC1.24e-111.58e-010.1666
22861NLRP1P37T-EHumanEsophagusESCC1.23e-192.82e-010.1371
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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
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:004593622LiverHCCnegative regulation of phosphate metabolic process258/7958441/187236.00e-122.60e-10258
GO:004232622LiverHCCnegative regulation of phosphorylation227/7958385/187233.98e-111.52e-09227
GO:000193322LiverHCCnegative regulation of protein phosphorylation196/7958342/187231.95e-084.63e-07196
GO:004328112LiverHCCregulation of cysteine-type endopeptidase activity involved in apoptotic process125/7958209/187233.12e-075.42e-06125
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:005254822LiverHCCregulation of endopeptidase activity230/7958432/187233.58e-064.68e-05230
GO:000724912LiverHCCI-kappaB kinase/NF-kappaB signaling156/7958281/187236.66e-068.00e-05156
GO:004312212LiverHCCregulation of I-kappaB kinase/NF-kappaB signaling138/7958249/187232.47e-052.58e-04138
GO:001095212LiverHCCpositive regulation of peptidase activity110/7958197/187231.04e-048.98e-04110
GO:00467775LiverHCCprotein autophosphorylation123/7958227/187232.40e-041.80e-03123
GO:00434097LiverHCCnegative regulation of MAPK cascade98/7958180/187237.88e-044.74e-0398
GO:00510902LiverHCCregulation of DNA-binding transcription factor activity220/7958440/187238.04e-044.82e-03220
GO:001095012LiverHCCpositive regulation of endopeptidase activity96/7958179/187231.68e-038.79e-0396
GO:19012242LiverHCCpositive regulation of NIK/NF-kappaB signaling41/795869/187233.38e-031.54e-0241
GO:00380611LiverHCCNIK/NF-kappaB signaling77/7958143/187233.98e-031.76e-0277
GO:004328012LiverHCCpositive regulation of cysteine-type endopeptidase activity involved in apoptotic process70/7958129/187234.58e-031.97e-0270
GO:200105612LiverHCCpositive regulation of cysteine-type endopeptidase activity79/7958148/187234.82e-032.03e-0279
GO:19012221LiverHCCregulation of NIK/NF-kappaB signaling60/7958112/187231.17e-024.28e-0260
GO:004586220Oral cavityOSCCpositive regulation of proteolysis236/7305372/187236.53e-221.38e-19236
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0462122EsophagusESCCNOD-like receptor signaling pathway116/4205186/84652.90e-041.03e-035.30e-04116
hsa0462132EsophagusESCCNOD-like receptor signaling pathway116/4205186/84652.90e-041.03e-035.30e-04116
hsa046218Oral cavityOSCCNOD-like receptor signaling pathway108/3704186/84655.13e-052.07e-041.05e-04108
hsa0462113Oral cavityOSCCNOD-like receptor signaling pathway108/3704186/84655.13e-052.07e-041.05e-04108
hsa0462121Oral cavityLPNOD-like receptor signaling pathway73/2418186/84659.80e-044.53e-032.92e-0373
hsa0462131Oral cavityLPNOD-like receptor signaling pathway73/2418186/84659.80e-044.53e-032.92e-0373
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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
NLRP1SNVMissense_Mutationc.2901N>Ap.Met967Ilep.M967IQ9C000protein_codingdeleterious(0.02)benign(0.001)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
NLRP1SNVMissense_Mutationc.3118N>Gp.Ile1040Valp.I1040VQ9C000protein_codingtolerated(0.46)benign(0)TCGA-A8-A097-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
NLRP1SNVMissense_Mutationc.1637C>Tp.Thr546Ilep.T546IQ9C000protein_codingdeleterious(0)probably_damaging(0.992)TCGA-BH-A0BV-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinSD
NLRP1SNVMissense_Mutationnovelc.2506N>Ap.Arg836Serp.R836SQ9C000protein_codingtolerated(0.76)benign(0.031)TCGA-BH-A18Q-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
NLRP1SNVMissense_Mutationc.4275N>Cp.Gln1425Hisp.Q1425HQ9C000protein_codingdeleterious(0)possibly_damaging(0.83)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
NLRP1SNVMissense_Mutationc.3200N>Tp.Asp1067Valp.D1067VQ9C000protein_codingdeleterious(0)possibly_damaging(0.858)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
NLRP1SNVMissense_Mutationc.839N>Tp.Gln280Leup.Q280LQ9C000protein_codingdeleterious(0)possibly_damaging(0.632)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NLRP1SNVMissense_Mutationnovelc.712N>Cp.Val238Leup.V238LQ9C000protein_codingtolerated_low_confidence(0.61)benign(0)TCGA-E9-A1NC-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
NLRP1SNVMissense_Mutationrs200333162c.526N>Ap.Ala176Thrp.A176TQ9C000protein_codingtolerated(0.23)benign(0.011)TCGA-OL-A5RU-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
NLRP1SNVMissense_Mutationrs373530609c.2215N>Ap.Glu739Lysp.E739KQ9C000protein_codingdeleterious(0.04)benign(0.014)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
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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
22861NLRP1PROTEASEagonist178101721
22861NLRP1PROTEASEPERHEXILINE MALEATEPERHEXILINE MALEATE
22861NLRP1PROTEASEDITHIAZANINE IODIDEDITHIAZANINE IODIDE
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