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: NGFRAP1

Gene summary for NGFRAP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NGFRAP1

Gene ID

27018

Gene namebrain expressed X-linked 3
Gene AliasBex
CytomapXq22.2
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

Q00994


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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
27018NGFRAP1S029HumanLiverHCC4.96e-17-7.56e-010.2581
27018NGFRAP1C04HumanOral cavityOSCC2.30e-433.72e+000.2633
27018NGFRAP1C21HumanOral cavityOSCC1.89e-803.24e+000.2678
27018NGFRAP1C30HumanOral cavityOSCC2.81e-584.71e+000.3055
27018NGFRAP1C38HumanOral cavityOSCC2.10e-243.42e+000.172
27018NGFRAP1C43HumanOral cavityOSCC2.60e-802.20e+000.1704
27018NGFRAP1C46HumanOral cavityOSCC3.54e-611.96e+000.1673
27018NGFRAP1C51HumanOral cavityOSCC3.15e-412.42e+000.2674
27018NGFRAP1C57HumanOral cavityOSCC2.79e-071.48e+000.1679
27018NGFRAP1C06HumanOral cavityOSCC2.64e-204.68e+000.2699
27018NGFRAP1C07HumanOral cavityOSCC1.58e-132.80e+000.2491
27018NGFRAP1C08HumanOral cavityOSCC6.63e-1182.84e+000.1919
27018NGFRAP1C09HumanOral cavityOSCC6.05e-321.41e+000.1431
27018NGFRAP1LN22HumanOral cavityOSCC2.45e-162.44e+000.1733
27018NGFRAP1LN38HumanOral cavityOSCC5.47e-192.76e+000.168
27018NGFRAP1LN46HumanOral cavityOSCC2.01e-371.88e+000.1666
27018NGFRAP1LP15HumanOral cavityLP1.01e-162.43e+000.2174
27018NGFRAP1LP17HumanOral cavityLP4.76e-142.69e+000.2349
27018NGFRAP1EOLP-1HumanOral cavityEOLP9.26e-07-2.75e-01-0.0202
27018NGFRAP1EOLP-2HumanOral cavityEOLP1.86e-04-2.75e-01-0.0203
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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
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
∗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
hsa04722ColorectumADNeurotrophin signaling pathway50/2092119/84652.28e-052.24e-041.43e-0450
hsa047221ColorectumADNeurotrophin signaling pathway50/2092119/84652.28e-052.24e-041.43e-0450
hsa047222ColorectumSERNeurotrophin signaling pathway35/1580119/84652.80e-032.02e-021.47e-0235
hsa047223ColorectumSERNeurotrophin signaling pathway35/1580119/84652.80e-032.02e-021.47e-0235
hsa047224ColorectumMSSNeurotrophin signaling pathway45/1875119/84657.04e-056.55e-044.02e-0445
hsa047225ColorectumMSSNeurotrophin signaling pathway45/1875119/84657.04e-056.55e-044.02e-0445
hsa0472216EndometriumAEHNeurotrophin signaling pathway31/1197119/84654.07e-043.07e-032.25e-0331
hsa0472217EndometriumAEHNeurotrophin signaling pathway31/1197119/84654.07e-043.07e-032.25e-0331
hsa0472222EndometriumEECNeurotrophin signaling pathway30/1237119/84651.54e-039.55e-037.12e-0330
hsa0472232EndometriumEECNeurotrophin signaling pathway30/1237119/84651.54e-039.55e-037.12e-0330
hsa0472225EsophagusESCCNeurotrophin signaling pathway80/4205119/84657.33e-053.07e-041.57e-0480
hsa04722111EsophagusESCCNeurotrophin signaling pathway80/4205119/84657.33e-053.07e-041.57e-0480
hsa0472210LiverHCCNeurotrophin signaling pathway74/4020119/84658.27e-043.26e-031.81e-0374
hsa0472211LiverHCCNeurotrophin signaling pathway74/4020119/84658.27e-043.26e-031.81e-0374
hsa0472218ProstateBPHNeurotrophin signaling pathway38/1718119/84651.76e-037.16e-034.43e-0338
hsa0472219ProstateBPHNeurotrophin signaling pathway38/1718119/84651.76e-037.16e-034.43e-0338
hsa0472223ProstateTumorNeurotrophin signaling pathway39/1791119/84652.01e-038.10e-035.02e-0339
hsa0472233ProstateTumorNeurotrophin signaling pathway39/1791119/84652.01e-038.10e-035.02e-0339
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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
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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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