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: NOSIP

Gene summary for NOSIP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NOSIP

Gene ID

51070

Gene namenitric oxide synthase interacting protein
Gene AliasCGI-25
Cytomap19q13.33
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q9Y314


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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
51070NOSIPSYSMH1HumanOral cavityOSCC5.14e-072.56e-010.1127
51070NOSIPSYSMH2HumanOral cavityOSCC1.73e-248.73e-010.2326
51070NOSIPSYSMH3HumanOral cavityOSCC1.53e-451.08e+000.2442
51070NOSIPSYSMH5HumanOral cavityOSCC7.52e-154.61e-010.0647
51070NOSIPSYSMH6HumanOral cavityOSCC1.58e-094.71e-010.1275
51070NOSIPP4_S8_cSCCHumanSkincSCC5.70e-041.31e-01-0.3095
51070NOSIPP5_S10_cSCCHumanSkincSCC1.43e-112.84e-01-0.299
51070NOSIPP1_cSCCHumanSkincSCC1.79e-239.45e-010.0292
51070NOSIPP2_cSCCHumanSkincSCC1.39e-116.30e-01-0.024
51070NOSIPP4_cSCCHumanSkincSCC9.99e-217.12e-01-0.00290000000000005
51070NOSIPP10_cSCCHumanSkincSCC2.98e-251.13e+000.1017
51070NOSIPmale-WTAHumanThyroidPTC2.96e-112.50e-020.1037
51070NOSIPPTC01HumanThyroidPTC1.65e-193.69e-010.1899
51070NOSIPPTC04HumanThyroidPTC7.67e-112.05e-010.1927
51070NOSIPPTC05HumanThyroidPTC4.94e-165.97e-010.2065
51070NOSIPPTC06HumanThyroidPTC4.63e-286.35e-010.2057
51070NOSIPPTC07HumanThyroidPTC4.76e-406.40e-010.2044
51070NOSIPATC09HumanThyroidATC7.43e-163.92e-010.2871
51070NOSIPATC11HumanThyroidATC3.81e-069.55e-010.3386
51070NOSIPATC12HumanThyroidATC1.16e-123.55e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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:0051341ColorectumSERregulation of oxidoreductase activity27/2897107/187235.86e-034.29e-0227
GO:00509991ThyroidPTCregulation of nitric-oxide synthase activity22/596844/187239.27e-033.82e-0222
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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
NOSIPSNVMissense_Mutationc.299N>Cp.Lys100Thrp.K100TQ9Y314protein_codingtolerated(0.31)benign(0.003)TCGA-EW-A1OZ-01Breastbreast invasive carcinomaFemale<65I/IITargeted Molecular therapytrastuzumabSD
NOSIPdeletionIn_Frame_Delnovelc.114_131delTGCCGTGAAGGACTTCGAp.Ala39_Asp44delp.A39_D44delQ9Y314protein_codingTCGA-EW-A3U0-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycisplatinCR
NOSIPSNVMissense_Mutationrs769816516c.334C>Tp.Arg112Trpp.R112WQ9Y314protein_codingdeleterious(0)possibly_damaging(0.837)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
NOSIPSNVMissense_Mutationc.394A>Cp.Lys132Glnp.K132QQ9Y314protein_codingtolerated(0.24)benign(0.154)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
NOSIPSNVMissense_Mutationnovelc.887N>Ap.Arg296Glnp.R296QQ9Y314protein_codingdeleterious(0.02)probably_damaging(0.963)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
NOSIPSNVMissense_Mutationrs769816516c.334N>Tp.Arg112Trpp.R112WQ9Y314protein_codingdeleterious(0)possibly_damaging(0.837)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
NOSIPSNVMissense_Mutationrs376400410c.545N>Tp.Thr182Metp.T182MQ9Y314protein_codingdeleterious(0.03)possibly_damaging(0.577)TCGA-D5-6530-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
NOSIPSNVMissense_Mutationc.68N>Tp.Thr23Ilep.T23IQ9Y314protein_codingdeleterious(0.01)probably_damaging(0.987)TCGA-G4-6302-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
NOSIPSNVMissense_Mutationc.284N>Ap.Arg95Glnp.R95QQ9Y314protein_codingtolerated(0.39)benign(0.001)TCGA-EI-6510-01Colorectumrectum adenocarcinomaFemale>=65I/IIUnknownUnknownSD
NOSIPSNVMissense_Mutationrs767271460c.649N>Tp.Arg217Cysp.R217CQ9Y314protein_codingdeleterious(0)probably_damaging(0.955)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<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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