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: NAP1L1

Gene summary for NAP1L1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NAP1L1

Gene ID

4673

Gene namenucleosome assembly protein 1 like 1
Gene AliasNAP1
Cytomap12q21.2
Gene Typeprotein-coding
GO ID

GO:0006260

UniProtAcc

B7Z2V4


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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
4673NAP1L1GSM4909285HumanBreastIDC5.35e-043.32e-010.21
4673NAP1L1GSM4909286HumanBreastIDC1.54e-063.70e-010.1081
4673NAP1L1GSM4909287HumanBreastIDC1.75e-02-2.54e-010.2057
4673NAP1L1GSM4909294HumanBreastIDC6.66e-07-1.18e-010.2022
4673NAP1L1GSM4909296HumanBreastIDC2.49e-16-3.69e-010.1524
4673NAP1L1GSM4909297HumanBreastIDC1.55e-30-1.74e-010.1517
4673NAP1L1GSM4909302HumanBreastIDC4.84e-03-9.75e-020.1545
4673NAP1L1GSM4909304HumanBreastIDC2.07e-05-1.88e-010.1636
4673NAP1L1GSM4909309HumanBreastIDC8.34e-05-2.27e-010.0483
4673NAP1L1GSM4909311HumanBreastIDC3.33e-61-6.52e-010.1534
4673NAP1L1GSM4909312HumanBreastIDC5.53e-30-5.92e-010.1552
4673NAP1L1GSM4909313HumanBreastIDC4.72e-05-2.40e-010.0391
4673NAP1L1GSM4909316HumanBreastIDC1.58e-04-2.99e-010.21
4673NAP1L1GSM4909319HumanBreastIDC2.14e-71-6.40e-010.1563
4673NAP1L1GSM4909320HumanBreastIDC2.44e-20-7.23e-010.1575
4673NAP1L1GSM4909321HumanBreastIDC3.60e-21-4.28e-010.1559
4673NAP1L1brca1HumanBreastPrecancer2.68e-07-2.40e-01-0.0338
4673NAP1L1brca2HumanBreastPrecancer6.98e-11-2.12e-01-0.024
4673NAP1L1brca3HumanBreastPrecancer7.87e-04-3.76e-02-0.0263
4673NAP1L1M2HumanBreastIDC1.55e-061.41e-010.21
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:0006260ColorectumMSI-HDNA replication31/1319260/187232.83e-033.63e-0231
GO:00107203ColorectumFAPpositive regulation of cell development72/2622298/187231.67e-066.99e-0572
GO:00507672ColorectumFAPregulation of neurogenesis82/2622364/187236.28e-061.96e-0482
GO:00507691ColorectumFAPpositive regulation of neurogenesis53/2622225/187237.65e-051.37e-0353
GO:00063253ColorectumFAPchromatin organization84/2622409/187231.62e-042.47e-0384
GO:00519601ColorectumFAPregulation of nervous system development89/2622443/187232.32e-043.25e-0389
GO:0051962ColorectumFAPpositive regulation of nervous system development56/2622272/187231.74e-031.52e-0256
GO:00107204ColorectumCRCpositive regulation of cell development60/2078298/187233.27e-061.47e-0460
GO:00507673ColorectumCRCregulation of neurogenesis68/2078364/187231.11e-053.62e-0468
GO:00063254ColorectumCRCchromatin organization74/2078409/187231.48e-054.61e-0474
GO:00507692ColorectumCRCpositive regulation of neurogenesis43/2078225/187232.58e-044.19e-0343
GO:00519602ColorectumCRCregulation of nervous system development71/2078443/187239.28e-041.14e-0271
GO:00519621ColorectumCRCpositive regulation of nervous system development44/2078272/187236.71e-034.77e-0244
GO:00107207EndometriumAEHpositive regulation of cell development57/2100298/187233.72e-056.49e-0457
GO:00063258EndometriumAEHchromatin organization64/2100409/187233.69e-032.52e-0264
GO:00507677EndometriumAEHregulation of neurogenesis56/2100364/187238.87e-034.82e-0256
GO:001072012EndometriumEECpositive regulation of cell development56/2168298/187231.68e-042.10e-0356
GO:00613511EndometriumEECneural precursor cell proliferation29/2168145/187232.24e-031.67e-0229
GO:000632513EndometriumEECchromatin organization65/2168409/187234.98e-033.14e-0265
GO:000632516EsophagusHGINchromatin organization92/2587409/187231.05e-064.16e-0592
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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
NAP1L1SNVMissense_Mutationc.374N>Tp.Tyr125Phep.Y125FP55209protein_codingtolerated(0.09)possibly_damaging(0.666)TCGA-AO-A0J6-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
NAP1L1SNVMissense_Mutationnovelc.85G>Ap.Glu29Lysp.E29KP55209protein_codingtolerated(0.26)possibly_damaging(0.899)TCGA-AR-A2LN-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyletrozoleSD
NAP1L1SNVMissense_Mutationc.37N>Cp.Asp13Hisp.D13HP55209protein_codingdeleterious(0.01)probably_damaging(0.99)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NAP1L1SNVMissense_Mutationc.428N>Tp.Ser143Leup.S143LP55209protein_codingtolerated(0.15)benign(0.009)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
NAP1L1SNVMissense_Mutationc.898N>Gp.Phe300Valp.F300VP55209protein_codingdeleterious(0.01)probably_damaging(0.967)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
NAP1L1SNVMissense_Mutationnovelc.755N>Gp.Ile252Serp.I252SP55209protein_codingdeleterious(0.03)probably_damaging(0.992)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
NAP1L1SNVMissense_Mutationnovelc.286N>Gp.Tyr96Aspp.Y96DP55209protein_codingdeleterious(0)benign(0.053)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
NAP1L1SNVMissense_Mutationc.952N>Tp.Ala318Serp.A318SP55209protein_codingtolerated(0.47)benign(0.026)TCGA-DM-A1HB-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
NAP1L1SNVMissense_Mutationc.1097N>Gp.Glu366Glyp.E366GP55209protein_codingtolerated(0.14)probably_damaging(0.954)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
NAP1L1SNVMissense_Mutationnovelc.835N>Tp.His279Tyrp.H279YP55209protein_codingdeleterious(0)probably_damaging(0.979)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
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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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