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: NECAB3

Gene summary for NECAB3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NECAB3

Gene ID

63941

Gene nameN-terminal EF-hand calcium binding protein 3
Gene AliasAPBA2BP
Cytomap20q11.22
Gene Typeprotein-coding
GO ID

GO:0006807

UniProtAcc

Q96P71


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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
63941NECAB3LZE24THumanEsophagusESCC3.41e-216.04e-010.0596
63941NECAB3P1T-EHumanEsophagusESCC8.83e-042.03e-010.0875
63941NECAB3P2T-EHumanEsophagusESCC8.19e-091.89e-010.1177
63941NECAB3P4T-EHumanEsophagusESCC5.77e-122.96e-010.1323
63941NECAB3P5T-EHumanEsophagusESCC1.92e-031.04e-010.1327
63941NECAB3P8T-EHumanEsophagusESCC5.47e-122.45e-010.0889
63941NECAB3P9T-EHumanEsophagusESCC7.42e-072.14e-010.1131
63941NECAB3P10T-EHumanEsophagusESCC3.15e-031.32e-010.116
63941NECAB3P11T-EHumanEsophagusESCC6.64e-104.08e-010.1426
63941NECAB3P12T-EHumanEsophagusESCC1.89e-314.95e-010.1122
63941NECAB3P15T-EHumanEsophagusESCC1.77e-325.67e-010.1149
63941NECAB3P16T-EHumanEsophagusESCC6.13e-163.55e-010.1153
63941NECAB3P17T-EHumanEsophagusESCC3.62e-031.71e-010.1278
63941NECAB3P19T-EHumanEsophagusESCC1.46e-022.94e-010.1662
63941NECAB3P20T-EHumanEsophagusESCC2.03e-173.81e-010.1124
63941NECAB3P21T-EHumanEsophagusESCC4.34e-183.91e-010.1617
63941NECAB3P22T-EHumanEsophagusESCC3.81e-112.14e-010.1236
63941NECAB3P23T-EHumanEsophagusESCC4.68e-163.75e-010.108
63941NECAB3P24T-EHumanEsophagusESCC2.08e-193.38e-010.1287
63941NECAB3P26T-EHumanEsophagusESCC1.83e-468.00e-010.1276
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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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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:00091002EsophagusESCCglycoprotein metabolic process226/8552387/187232.64e-073.94e-06226
GO:00091012EsophagusESCCglycoprotein biosynthetic process181/8552317/187232.54e-052.15e-04181
GO:000930617EsophagusESCCprotein secretion190/8552359/187233.22e-031.34e-02190
GO:003559217EsophagusESCCestablishment of protein localization to extracellular region190/8552360/187233.77e-031.53e-02190
GO:007169210EsophagusESCCprotein localization to extracellular region193/8552368/187235.01e-031.92e-02193
GO:0009100LiverHCCglycoprotein metabolic process193/7958387/187231.89e-039.62e-03193
GO:003559212LiverHCCestablishment of protein localization to extracellular region176/7958360/187237.96e-033.15e-02176
GO:000930612LiverHCCprotein secretion175/7958359/187239.32e-033.57e-02175
GO:00091001Oral cavityOSCCglycoprotein metabolic process185/7305387/187232.37e-041.54e-03185
GO:00091011Oral cavityOSCCglycoprotein biosynthetic process151/7305317/187231.01e-035.26e-03151
GO:000930610Oral cavityOSCCprotein secretion169/7305359/187231.04e-035.34e-03169
GO:003559210Oral cavityOSCCestablishment of protein localization to extracellular region169/7305360/187231.21e-036.08e-03169
GO:00429823Oral cavityOSCCamyloid precursor protein metabolic process52/730595/187231.33e-036.62e-0352
GO:00716929Oral cavityOSCCprotein localization to extracellular region172/7305368/187231.40e-036.79e-03172
GO:004298211Oral cavityLPamyloid precursor protein metabolic process37/462395/187231.45e-031.14e-0237
GO:007169214ProstateTumorprotein localization to extracellular region89/3246368/187234.80e-043.57e-0389
GO:000930615ProstateTumorprotein secretion87/3246359/187235.15e-043.78e-0387
GO:003559215ProstateTumorestablishment of protein localization to extracellular region87/3246360/187235.65e-044.10e-0387
GO:00429821ProstateTumoramyloid precursor protein metabolic process29/324695/187231.12e-037.14e-0329
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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
NECAB3SNVMissense_Mutationrs778131621c.950N>Ap.Arg317Hisp.R317HQ96P71protein_codingtolerated(0.07)probably_damaging(0.911)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NECAB3SNVMissense_Mutationc.803N>Ap.Gly268Aspp.G268DQ96P71protein_codingtolerated(0.36)benign(0.089)TCGA-A6-A565-01Colorectumcolon adenocarcinomaFemale<65III/IVUnspecific5FUPD
NECAB3SNVMissense_Mutationc.1109N>Cp.Ile370Thrp.I370TQ96P71protein_codingtolerated(0.41)benign(0.009)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
NECAB3SNVMissense_Mutationrs772875114c.688N>Tp.Arg230Cysp.R230CQ96P71protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
NECAB3SNVMissense_Mutationrs759250635c.242N>Ap.Gly81Aspp.G81DQ96P71protein_codingtolerated(0.13)benign(0.15)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
NECAB3SNVMissense_Mutationc.523N>Tp.Arg175Trpp.R175WQ96P71protein_codingdeleterious(0.03)benign(0.049)TCGA-CM-4746-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
NECAB3SNVMissense_Mutationrs777446950c.524G>Ap.Arg175Glnp.R175QQ96P71protein_codingtolerated(0.05)benign(0.217)TCGA-D5-6924-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
NECAB3SNVMissense_Mutationc.583N>Tp.Arg195Cysp.R195CQ96P71protein_codingdeleterious(0)probably_damaging(0.987)TCGA-G4-6309-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaPD
NECAB3SNVMissense_Mutationc.239G>Tp.Ser80Ilep.S80IQ96P71protein_codingtolerated(0.37)benign(0.342)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
NECAB3SNVMissense_Mutationnovelc.436N>Ap.Leu146Metp.L146MQ96P71protein_codingdeleterious(0.01)probably_damaging(1)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<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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