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: NIPSNAP2

Gene summary for NIPSNAP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NIPSNAP2

Gene ID

2631

Gene namenipsnap homolog 2
Gene AliasGBAS
Cytomap7p11.2
Gene Typeprotein-coding
GO ID

GO:0006091

UniProtAcc

O75323


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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
2631NIPSNAP2HTA11_78_2000001011HumanColorectumAD8.26e-034.42e-01-0.1088
2631NIPSNAP2HTA11_347_2000001011HumanColorectumAD6.08e-084.82e-01-0.1954
2631NIPSNAP2HTA11_696_2000001011HumanColorectumAD1.34e-022.79e-01-0.1464
2631NIPSNAP2HTA11_99999970781_79442HumanColorectumMSS4.78e-17-4.15e-010.294
2631NIPSNAP2HTA11_99999965104_69814HumanColorectumMSS6.87e-07-4.15e-010.281
2631NIPSNAP2HTA11_99999971662_82457HumanColorectumMSS5.56e-16-4.15e-010.3859
2631NIPSNAP2HTA11_99999973899_84307HumanColorectumMSS6.67e-05-4.15e-010.2585
2631NIPSNAP2HTA11_99999974143_84620HumanColorectumMSS7.63e-19-4.15e-010.3005
2631NIPSNAP2A015-C-203HumanColorectumFAP2.05e-10-2.88e-01-0.1294
2631NIPSNAP2A015-C-204HumanColorectumFAP4.00e-04-2.86e-01-0.0228
2631NIPSNAP2A002-C-201HumanColorectumFAP2.58e-05-1.82e-010.0324
2631NIPSNAP2A001-C-108HumanColorectumFAP6.06e-08-2.74e-01-0.0272
2631NIPSNAP2A002-C-205HumanColorectumFAP2.15e-09-2.61e-01-0.1236
2631NIPSNAP2A015-C-006HumanColorectumFAP3.94e-07-2.86e-01-0.0994
2631NIPSNAP2A015-C-106HumanColorectumFAP1.49e-03-2.01e-01-0.0511
2631NIPSNAP2A002-C-114HumanColorectumFAP4.11e-11-3.61e-01-0.1561
2631NIPSNAP2A015-C-104HumanColorectumFAP1.39e-10-2.81e-01-0.1899
2631NIPSNAP2A001-C-014HumanColorectumFAP2.27e-03-2.24e-010.0135
2631NIPSNAP2A002-C-016HumanColorectumFAP2.49e-07-2.54e-010.0521
2631NIPSNAP2A015-C-002HumanColorectumFAP7.51e-06-3.41e-01-0.0763
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:00159804ColorectumFAPenergy derivation by oxidation of organic compounds85/2622318/187231.36e-092.77e-0785
GO:00090604ColorectumFAPaerobic respiration57/2622189/187237.02e-091.02e-0657
GO:00453334ColorectumFAPcellular respiration65/2622230/187231.13e-081.33e-0665
GO:00061194ColorectumFAPoxidative phosphorylation43/2622141/187233.39e-071.86e-0543
GO:00347641ColorectumFAPpositive regulation of transmembrane transport53/2622219/187233.54e-057.75e-0453
GO:00228981ColorectumFAPregulation of transmembrane transporter activity62/2622278/187231.09e-041.80e-0362
GO:00324121ColorectumFAPregulation of ion transmembrane transporter activity60/2622267/187231.12e-041.84e-0360
GO:00324092ColorectumFAPregulation of transporter activity67/2622310/187231.59e-042.43e-0367
GO:0010959ColorectumFAPregulation of metal ion transport83/2622406/187232.06e-042.96e-0383
GO:0043270ColorectumFAPpositive regulation of ion transport58/2622275/187237.98e-048.36e-0358
GO:0032414ColorectumFAPpositive regulation of ion transmembrane transporter activity28/2622109/187238.64e-048.87e-0328
GO:00324113ColorectumFAPpositive regulation of transporter activity29/2622120/187231.97e-031.65e-0229
GO:0034767ColorectumFAPpositive regulation of ion transmembrane transport37/2622167/187232.74e-032.12e-0237
GO:1904062ColorectumFAPregulation of cation transmembrane transport69/2622357/187233.06e-032.30e-0269
GO:00228982ColorectumCRCregulation of transmembrane transporter activity56/2078278/187236.75e-062.58e-0456
GO:00324122ColorectumCRCregulation of ion transmembrane transporter activity54/2078267/187238.67e-063.09e-0454
GO:00324093ColorectumCRCregulation of transporter activity59/2078310/187232.34e-056.65e-0459
GO:00347642ColorectumCRCpositive regulation of transmembrane transport44/2078219/187236.68e-051.45e-0344
GO:00460345ColorectumCRCATP metabolic process51/2078277/187231.92e-043.30e-0351
GO:00109591ColorectumCRCregulation of metal ion transport69/2078406/187232.05e-043.48e-0369
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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
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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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