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: NBPF26

Gene summary for NBPF26

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NBPF26

Gene ID

101060684

Gene nameNBPF member 26
Gene AliasNBPF26
Cytomap1p11.2
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

NA


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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
101060684NBPF26HTA11_347_2000001011HumanColorectumAD1.31e-106.22e-01-0.1954
101060684NBPF26HTA11_99999965104_69814HumanColorectumMSS7.95e-041.99e-010.281
101060684NBPF26LZE2THumanEsophagusESCC1.07e-066.75e-010.082
101060684NBPF26LZE4THumanEsophagusESCC5.58e-174.86e-010.0811
101060684NBPF26LZE5THumanEsophagusESCC1.50e-076.10e-010.0514
101060684NBPF26LZE7THumanEsophagusESCC1.09e-063.79e-010.0667
101060684NBPF26LZE20THumanEsophagusESCC3.29e-072.51e-010.0662
101060684NBPF26LZE21D1HumanEsophagusHGIN3.17e-053.42e-010.0632
101060684NBPF26LZE22D1HumanEsophagusHGIN2.41e-042.17e-010.0595
101060684NBPF26LZE22THumanEsophagusESCC1.17e-044.45e-010.068
101060684NBPF26LZE24THumanEsophagusESCC2.80e-164.53e-010.0596
101060684NBPF26LZE21THumanEsophagusESCC6.73e-063.45e-010.0655
101060684NBPF26LZE6THumanEsophagusESCC1.34e-032.61e-010.0845
101060684NBPF26P1T-EHumanEsophagusESCC6.40e-188.18e-010.0875
101060684NBPF26P2T-EHumanEsophagusESCC7.53e-458.60e-010.1177
101060684NBPF26P4T-EHumanEsophagusESCC7.74e-082.21e-010.1323
101060684NBPF26P5T-EHumanEsophagusESCC1.14e-091.80e-010.1327
101060684NBPF26P8T-EHumanEsophagusESCC1.38e-263.86e-010.0889
101060684NBPF26P9T-EHumanEsophagusESCC1.79e-061.95e-010.1131
101060684NBPF26P10T-EHumanEsophagusESCC2.00e-183.59e-010.116
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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
∗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
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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
NBPF26SNVMissense_Mutationrs782095139c.2500N>Tp.Pro834Serp.P834Sprotein_codingtolerated(0.38)possibly_damaging(0.708)TCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
NBPF26SNVMissense_Mutationnovelc.4214N>Cp.His1405Prop.H1405Pprotein_codingtolerated_low_confidence(0.95)benign(0.017)TCGA-A2-A0YH-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
NBPF26SNVMissense_Mutationnovelc.1415N>Gp.Thr472Serp.T472Sprotein_codingtolerated(0.12)possibly_damaging(0.497)TCGA-A2-A3Y0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
NBPF26SNVMissense_Mutationnovelc.3773N>Cp.Ile1258Thrp.I1258Tprotein_codingtolerated(0.4)benign(0.158)TCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
NBPF26SNVMissense_Mutationnovelc.3773T>Cp.Ile1258Thrp.I1258Tprotein_codingtolerated(0.4)benign(0.158)TCGA-A7-A0CJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
NBPF26SNVMissense_Mutationnovelc.1516N>Gp.Arg506Glyp.R506Gprotein_codingtolerated(0.64)benign(0.3)TCGA-A7-A6VY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
NBPF26SNVMissense_Mutationnovelc.1558C>Tp.Leu520Phep.L520Fprotein_codingtolerated(0.07)possibly_damaging(0.773)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NBPF26SNVMissense_Mutationnovelc.4298N>Ap.Val1433Glup.V1433Eprotein_codingdeleterious_low_confidence(0)benign(0.155)TCGA-AO-A124-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
NBPF26SNVMissense_Mutationnovelc.691G>Ap.Val231Ilep.V231Iprotein_codingdeleterious_low_confidence(0)benign(0.013)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NBPF26SNVMissense_Mutationnovelc.853A>Gp.Thr285Alap.T285Aprotein_codingdeleterious(0.02)benign(0.202)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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