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: NRIP1

Gene summary for NRIP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NRIP1

Gene ID

8204

Gene namenuclear receptor interacting protein 1
Gene AliasCAKUT3
Cytomap21q11.2-q21.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

A8K171


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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
8204NRIP1GSM4909297HumanBreastIDC1.89e-05-9.76e-020.1517
8204NRIP1GSM4909311HumanBreastIDC8.66e-05-9.03e-020.1534
8204NRIP1GSM4909312HumanBreastIDC1.35e-02-1.05e-010.1552
8204NRIP1GSM4909315HumanBreastIDC1.73e-03-1.33e-010.21
8204NRIP1GSM4909317HumanBreastIDC1.68e-022.09e-010.1355
8204NRIP1GSM4909319HumanBreastIDC1.78e-08-1.50e-010.1563
8204NRIP1NCCBC2HumanBreastDCIS5.54e-056.90e-010.1554
8204NRIP1P1HumanBreastIDC4.26e-032.22e-010.1527
8204NRIP1P3HumanBreastIDC4.53e-036.08e-010.1542
8204NRIP1DCIS2HumanBreastDCIS3.55e-471.64e-010.0085
8204NRIP1CA_HPV_1HumanCervixCC1.21e-02-1.33e-010.0264
8204NRIP1CCI_1HumanCervixCC4.97e-041.13e+000.528
8204NRIP1CCI_3HumanCervixCC1.92e-047.56e-010.516
8204NRIP1T3HumanCervixCC8.41e-042.37e-010.1389
8204NRIP1HTA11_3410_2000001011HumanColorectumAD5.30e-26-7.13e-010.0155
8204NRIP1HTA11_2487_2000001011HumanColorectumSER2.32e-15-6.79e-01-0.1808
8204NRIP1HTA11_2951_2000001011HumanColorectumAD7.02e-03-7.94e-010.0216
8204NRIP1HTA11_1938_2000001011HumanColorectumAD3.95e-07-6.05e-01-0.0811
8204NRIP1HTA11_78_2000001011HumanColorectumAD4.84e-02-4.54e-01-0.1088
8204NRIP1HTA11_3361_2000001011HumanColorectumAD1.25e-09-7.41e-01-0.1207
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:004860812BreastIDCreproductive structure development60/1434424/187232.71e-061.03e-0460
GO:006145813BreastIDCreproductive system development60/1434427/187233.41e-061.24e-0460
GO:003235512BreastIDCresponse to estradiol27/1434141/187237.87e-062.35e-0427
GO:005123513BreastIDCmaintenance of location48/1434327/187239.90e-062.77e-0448
GO:0008406BreastIDCgonad development32/1434221/187233.64e-045.23e-0332
GO:0045137BreastIDCdevelopment of primary sexual characteristics32/1434227/187235.85e-047.44e-0332
GO:00485117BreastIDCrhythmic process38/1434298/187231.34e-031.39e-0238
GO:0007548BreastIDCsex differentiation35/1434276/187232.23e-032.07e-0235
GO:004860821BreastDCISreproductive structure development57/1390424/187239.06e-062.45e-0457
GO:005123523BreastDCISmaintenance of location47/1390327/187239.55e-062.56e-0447
GO:006145822BreastDCISreproductive system development57/1390427/187231.12e-052.92e-0457
GO:003235521BreastDCISresponse to estradiol26/1390141/187231.34e-053.33e-0426
GO:004851113BreastDCISrhythmic process37/1390298/187231.44e-031.47e-0237
GO:00084061BreastDCISgonad development29/1390221/187231.96e-031.84e-0229
GO:00451371BreastDCISdevelopment of primary sexual characteristics29/1390227/187232.93e-032.52e-0229
GO:00512359CervixCCmaintenance of location78/2311327/187235.18e-094.92e-0778
GO:00614588CervixCCreproductive system development87/2311427/187231.37e-064.55e-0587
GO:00486088CervixCCreproductive structure development86/2311424/187231.90e-065.97e-0586
GO:00485118CervixCCrhythmic process65/2311298/187232.79e-068.04e-0565
GO:00076238CervixCCcircadian rhythm46/2311210/187236.76e-059.60e-0446
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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
NRIP1SNVMissense_Mutationc.459C>Gp.Ile153Metp.I153MP48552protein_codingdeleterious(0.01)possibly_damaging(0.906)TCGA-A1-A0SI-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
NRIP1SNVMissense_Mutationc.430N>Gp.Leu144Valp.L144VP48552protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A2-A0ET-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
NRIP1SNVMissense_Mutationnovelc.3365N>Cp.Arg1122Thrp.R1122TP48552protein_codingdeleterious(0.01)possibly_damaging(0.73)TCGA-A2-A3XT-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamidePR
NRIP1SNVMissense_Mutationc.2275N>Tp.Pro759Serp.P759SP48552protein_codingdeleterious(0.01)probably_damaging(0.984)TCGA-A8-A07P-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilSD
NRIP1SNVMissense_Mutationc.997T>Cp.Ser333Prop.S333PP48552protein_codingtolerated(0.16)benign(0.003)TCGA-BH-A1FU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
NRIP1SNVMissense_Mutationc.3328N>Tp.Pro1110Serp.P1110SP48552protein_codingtolerated(0.3)benign(0.009)TCGA-C8-A275-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
NRIP1SNVMissense_Mutationnovelc.61N>Ap.Leu21Ilep.L21IP48552protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NRIP1SNVMissense_Mutationc.2875G>Ap.Asp959Asnp.D959NP48552protein_codingtolerated(0.28)benign(0.005)TCGA-EW-A1IZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
NRIP1deletionFrame_Shift_Delnovelc.2429delAp.Asp810ValfsTer10p.D810Vfs*10P48552protein_codingTCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
NRIP1insertionFrame_Shift_Insnovelc.2427_2428insTTTGGTAAGTGGCCCTp.Asp810PhefsTer6p.D810Ffs*6P48552protein_codingTCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
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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
8204NRIP1NUCLEAR HORMONE RECEPTORRETINOIC ACID15632153,14581481
8204NRIP1NUCLEAR HORMONE RECEPTORRETINOIDS15180561
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