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: NIPAL3

Gene summary for NIPAL3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NIPAL3

Gene ID

57185

Gene nameNIPA like domain containing 3
Gene AliasDJ462O23.2
Cytomap1p36.11
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q6P499


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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
57185NIPAL3HTA11_347_2000001011HumanColorectumAD2.55e-145.59e-01-0.1954
57185NIPAL3A015-C-203HumanColorectumFAP1.24e-10-2.59e-01-0.1294
57185NIPAL3A002-C-201HumanColorectumFAP4.54e-04-2.40e-010.0324
57185NIPAL3A001-C-108HumanColorectumFAP2.86e-06-2.03e-01-0.0272
57185NIPAL3A002-C-205HumanColorectumFAP1.54e-09-3.11e-01-0.1236
57185NIPAL3A015-C-006HumanColorectumFAP5.34e-05-2.91e-01-0.0994
57185NIPAL3A015-C-106HumanColorectumFAP2.40e-02-1.34e-01-0.0511
57185NIPAL3A002-C-114HumanColorectumFAP7.80e-07-3.06e-01-0.1561
57185NIPAL3A015-C-104HumanColorectumFAP2.70e-13-2.90e-01-0.1899
57185NIPAL3A001-C-014HumanColorectumFAP1.64e-05-2.09e-010.0135
57185NIPAL3A002-C-016HumanColorectumFAP4.34e-05-2.49e-010.0521
57185NIPAL3A015-C-002HumanColorectumFAP6.72e-03-2.88e-01-0.0763
57185NIPAL3A001-C-203HumanColorectumFAP3.12e-02-1.41e-01-0.0481
57185NIPAL3A002-C-116HumanColorectumFAP1.91e-11-2.32e-01-0.0452
57185NIPAL3A014-C-008HumanColorectumFAP9.29e-06-3.32e-01-0.191
57185NIPAL3A018-E-020HumanColorectumFAP9.59e-05-2.06e-01-0.2034
57185NIPAL3F034HumanColorectumFAP3.22e-04-2.11e-01-0.0665
57185NIPAL3CRC-1-8810HumanColorectumCRC1.04e-03-2.37e-010.6257
57185NIPAL3CRC-3-11773HumanColorectumCRC3.35e-06-2.18e-010.2564
57185NIPAL3LZE4THumanEsophagusESCC1.84e-051.79e-010.0811
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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
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:1903830ColorectumFAPmagnesium ion transmembrane transport7/262217/187235.62e-033.61e-027
GO:0015693ColorectumFAPmagnesium ion transport7/262218/187238.10e-034.77e-027
GO:19038301ColorectumCRCmagnesium ion transmembrane transport7/207817/187231.46e-031.57e-027
GO:00156931ColorectumCRCmagnesium ion transport7/207818/187232.16e-032.11e-027
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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
NIPAL3SNVMissense_Mutationrs150713534c.290N>Tp.Ala97Valp.A97VQ6P499protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-D8-A1JD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
NIPAL3SNVMissense_Mutationc.793C>Ap.Gln265Lysp.Q265KQ6P499protein_codingtolerated(1)benign(0.056)TCGA-E9-A1NC-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
NIPAL3SNVMissense_Mutationnovelc.680T>Cp.Leu227Prop.L227PQ6P499protein_codingdeleterious(0.03)benign(0.012)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NIPAL3SNVMissense_Mutationnovelc.1117G>Ap.Glu373Lysp.E373KQ6P499protein_codingtolerated(0.6)probably_damaging(0.971)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NIPAL3SNVMissense_Mutationrs141630558c.773N>Tp.Ala258Valp.A258VQ6P499protein_codingdeleterious(0.01)benign(0.063)TCGA-A6-5660-01Colorectumcolon adenocarcinomaMale>=65III/IVAncillaryleucovorinSD
NIPAL3SNVMissense_Mutationc.190N>Gp.Ser64Alap.S64AQ6P499protein_codingtolerated(0.56)benign(0.003)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
NIPAL3SNVMissense_Mutationrs200419498c.109N>Ap.Ala37Thrp.A37TQ6P499protein_codingtolerated(0.6)benign(0.023)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
NIPAL3SNVMissense_Mutationc.799N>Ap.Tyr267Asnp.Y267NQ6P499protein_codingdeleterious(0)probably_damaging(0.985)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
NIPAL3SNVMissense_Mutationnovelc.599N>Gp.Asn200Serp.N200SQ6P499protein_codingtolerated(0.06)benign(0.01)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
NIPAL3SNVMissense_Mutationc.491N>Ap.Gly164Aspp.G164DQ6P499protein_codingdeleterious(0)possibly_damaging(0.812)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=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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