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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: NBPF12

Gene summary for NBPF12

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NBPF12

Gene ID

149013

Gene nameNBPF member 12
Gene AliasCOAS1
Cytomap1q21.1
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

A0A087WUF1


Top

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
149013NBPF12HTA11_78_2000001011HumanColorectumAD3.33e-053.96e-01-0.1088
149013NBPF12HTA11_347_2000001011HumanColorectumAD4.29e-135.72e-01-0.1954
149013NBPF12HTA11_83_2000001011HumanColorectumSER2.29e-023.72e-01-0.1526
149013NBPF12HTA11_1391_2000001011HumanColorectumAD3.09e-023.62e-01-0.059
149013NBPF12HTA11_546_2000001011HumanColorectumAD5.62e-034.86e-01-0.0842
149013NBPF12HTA11_7663_2000001011HumanColorectumSER2.67e-025.03e-010.0131
149013NBPF12HTA11_10623_2000001011HumanColorectumAD2.22e-035.71e-01-0.0177
149013NBPF12HTA11_99999965062_69753HumanColorectumMSI-H2.35e-039.50e-010.3487
149013NBPF12F007HumanColorectumFAP2.02e-02-2.68e-010.1176
149013NBPF12A002-C-010HumanColorectumFAP3.71e-02-1.27e-010.242
149013NBPF12A015-C-203HumanColorectumFAP4.96e-134.16e-02-0.1294
149013NBPF12A001-C-108HumanColorectumFAP1.07e-06-5.29e-02-0.0272
149013NBPF12A002-C-205HumanColorectumFAP9.39e-04-5.95e-02-0.1236
149013NBPF12A015-C-006HumanColorectumFAP1.73e-03-1.87e-01-0.0994
149013NBPF12A015-C-106HumanColorectumFAP8.32e-05-1.47e-01-0.0511
149013NBPF12A002-C-114HumanColorectumFAP1.92e-04-1.26e-01-0.1561
149013NBPF12A015-C-104HumanColorectumFAP2.28e-11-1.52e-01-0.1899
149013NBPF12A001-C-014HumanColorectumFAP1.46e-02-1.00e-010.0135
149013NBPF12A002-C-016HumanColorectumFAP3.55e-06-1.27e-010.0521
149013NBPF12A001-C-203HumanColorectumFAP1.70e-02-2.79e-02-0.0481
Page: 1 2 3 4 

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
∗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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
NBPF12SNVMissense_Mutationnovelc.824N>Tp.Ser275Leup.S275Lprotein_codingdeleterious(0.03)possibly_damaging(0.841)TCGA-5L-AAT0-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
NBPF12SNVMissense_Mutationnovelc.1084N>Ap.Glu362Lysp.E362Kprotein_codingtolerated(0.15)benign(0.237)TCGA-5L-AAT0-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
NBPF12SNVMissense_Mutationnovelc.373N>Cp.Glu125Glnp.E125Qprotein_codingtolerated(1)benign(0.022)TCGA-A2-A04T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
NBPF12SNVMissense_Mutationnovelc.2381N>Tp.Ala794Valp.A794Vprotein_codingtolerated(0.17)probably_damaging(0.979)TCGA-A2-A0CS-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
NBPF12SNVMissense_Mutationnovelc.373N>Cp.Glu125Glnp.E125Qprotein_codingtolerated(1)benign(0.022)TCGA-A2-A0T2-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapyxelodaPD
NBPF12SNVMissense_Mutationnovelc.168N>Cp.Lys56Asnp.K56Nprotein_codingtolerated(0.73)benign(0.009)TCGA-A7-A6VX-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
NBPF12SNVMissense_Mutationnovelc.2513C>Ap.Thr838Asnp.T838Nprotein_codingdeleterious(0.01)possibly_damaging(0.646)TCGA-A8-A09M-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapypaclitaxelCR
NBPF12SNVMissense_Mutationnovelc.373N>Cp.Glu125Glnp.E125Qprotein_codingtolerated(1)benign(0.022)TCGA-A8-A0AB-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
NBPF12SNVMissense_Mutationnovelc.3515G>Ap.Arg1172Lysp.R1172Kprotein_codingtolerated(0.42)unknown(0)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
NBPF12SNVMissense_Mutationnovelc.988A>Cp.Lys330Glnp.K330Qprotein_codingtolerated(0.06)possibly_damaging(0.514)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 

Top

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
Page: 1