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: NXPH4

Gene summary for NXPH4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NXPH4

Gene ID

11247

Gene nameneurexophilin 4
Gene AliasNPH4
Cytomap12q13.3
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

O95158


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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
11247NXPH4P65T-EHumanEsophagusESCC3.37e-051.41e-010.0978
11247NXPH4P74T-EHumanEsophagusESCC2.49e-266.13e-010.1479
11247NXPH4P76T-EHumanEsophagusESCC1.96e-051.96e-010.1207
11247NXPH4P79T-EHumanEsophagusESCC2.56e-163.97e-010.1154
11247NXPH4P80T-EHumanEsophagusESCC1.59e-124.55e-010.155
11247NXPH4P83T-EHumanEsophagusESCC4.97e-051.76e-010.1738
11247NXPH4P89T-EHumanEsophagusESCC3.05e-176.34e-010.1752
11247NXPH4P91T-EHumanEsophagusESCC2.10e-191.11e+000.1828
11247NXPH4P107T-EHumanEsophagusESCC4.56e-287.40e-010.171
11247NXPH4P128T-EHumanEsophagusESCC1.28e-341.19e+000.1241
11247NXPH4P130T-EHumanEsophagusESCC1.77e-861.70e+000.1676
11247NXPH4C04HumanOral cavityOSCC9.05e-063.77e-010.2633
11247NXPH4C21HumanOral cavityOSCC8.82e-155.05e-010.2678
11247NXPH4C30HumanOral cavityOSCC1.58e-249.94e-010.3055
11247NXPH4C38HumanOral cavityOSCC1.12e-078.91e-010.172
11247NXPH4C43HumanOral cavityOSCC3.16e-551.01e+000.1704
11247NXPH4C51HumanOral cavityOSCC7.08e-137.19e-010.2674
11247NXPH4C57HumanOral cavityOSCC2.26e-053.00e-010.1679
11247NXPH4C06HumanOral cavityOSCC2.82e-057.44e-010.2699
11247NXPH4C08HumanOral cavityOSCC9.07e-164.31e-010.1919
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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
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
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
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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
NXPH4SNVMissense_Mutationnovelc.922N>Ap.Gly308Argp.G308RO95158protein_codingdeleterious_low_confidence(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
NXPH4SNVMissense_Mutationnovelc.55N>Gp.Lys19Glup.K19EO95158protein_codingtolerated_low_confidence(0.28)benign(0)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
NXPH4SNVMissense_Mutationnovelc.415N>Cp.Tyr139Hisp.Y139HO95158protein_codingtolerated(0.07)benign(0.376)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
NXPH4SNVMissense_Mutationnovelc.884N>Ap.Cys295Tyrp.C295YO95158protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NXPH4SNVMissense_Mutationnovelc.439C>Ap.Leu147Metp.L147MO95158protein_codingtolerated(0.07)probably_damaging(0.985)TCGA-AX-A2HA-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NXPH4SNVMissense_Mutationnovelc.4N>Tp.Arg2Trpp.R2WO95158protein_codingdeleterious_low_confidence(0)possibly_damaging(0.876)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NXPH4SNVMissense_Mutationc.688G>Ap.Ala230Thrp.A230TO95158protein_codingtolerated(0.59)benign(0.005)TCGA-BS-A0UV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
NXPH4SNVMissense_Mutationc.724C>Ap.Arg242Serp.R242SO95158protein_codingdeleterious(0)probably_damaging(0.941)TCGA-D1-A17S-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NXPH4SNVMissense_Mutationnovelc.536N>Tp.Thr179Metp.T179MO95158protein_codingdeleterious(0)probably_damaging(0.912)TCGA-DI-A1BU-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
NXPH4SNVMissense_Mutationc.821N>Cp.Phe274Serp.F274SO95158protein_codingdeleterious(0)probably_damaging(0.996)TCGA-DD-A4NV-01Liverliver hepatocellular carcinomaMale<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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