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: NPHP3

Gene summary for NPHP3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NPHP3

Gene ID

27031

Gene namenephrocystin 3
Gene AliasCFAP31
Cytomap3q22.1
Gene Typeprotein-coding
GO ID

GO:0001655

UniProtAcc

Q7Z494


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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
27031NPHP3HTA11_3410_2000001011HumanColorectumAD5.90e-112.46e-010.0155
27031NPHP3HTA11_2487_2000001011HumanColorectumSER6.13e-194.62e-01-0.1808
27031NPHP3HTA11_2951_2000001011HumanColorectumAD3.22e-053.36e-010.0216
27031NPHP3HTA11_1938_2000001011HumanColorectumAD4.60e-246.33e-01-0.0811
27031NPHP3HTA11_78_2000001011HumanColorectumAD7.85e-133.92e-01-0.1088
27031NPHP3HTA11_347_2000001011HumanColorectumAD5.98e-437.58e-01-0.1954
27031NPHP3HTA11_411_2000001011HumanColorectumSER1.86e-063.68e-01-0.2602
27031NPHP3HTA11_2112_2000001011HumanColorectumSER1.71e-033.67e-01-0.2196
27031NPHP3HTA11_3361_2000001011HumanColorectumAD9.32e-143.99e-01-0.1207
27031NPHP3HTA11_83_2000001011HumanColorectumSER2.45e-184.88e-01-0.1526
27031NPHP3HTA11_696_2000001011HumanColorectumAD9.02e-223.75e-01-0.1464
27031NPHP3HTA11_866_2000001011HumanColorectumAD3.10e-426.75e-01-0.1001
27031NPHP3HTA11_1391_2000001011HumanColorectumAD5.12e-184.15e-01-0.059
27031NPHP3HTA11_2992_2000001011HumanColorectumSER1.72e-053.33e-01-0.1706
27031NPHP3HTA11_5216_2000001011HumanColorectumSER2.49e-084.15e-01-0.1462
27031NPHP3HTA11_546_2000001011HumanColorectumAD4.31e-155.06e-01-0.0842
27031NPHP3HTA11_9341_2000001011HumanColorectumSER1.35e-126.00e-01-0.00410000000000005
27031NPHP3HTA11_7862_2000001011HumanColorectumAD4.04e-166.27e-01-0.0179
27031NPHP3HTA11_866_3004761011HumanColorectumAD1.22e-193.85e-010.096
27031NPHP3HTA11_4255_2000001011HumanColorectumSER1.84e-105.85e-010.0446
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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:0048732ColorectumADgland development149/3918436/187236.07e-116.33e-09149
GO:0061008ColorectumADhepaticobiliary system development55/3918150/187236.34e-061.59e-0455
GO:0001889ColorectumADliver development54/3918147/187237.20e-061.77e-0454
GO:0030111ColorectumADregulation of Wnt signaling pathway102/3918328/187238.51e-062.03e-04102
GO:0016055ColorectumADWnt signaling pathway130/3918444/187231.60e-053.37e-04130
GO:0198738ColorectumADcell-cell signaling by wnt130/3918446/187232.02e-054.10e-04130
GO:0060249ColorectumADanatomical structure homeostasis94/3918314/187239.37e-051.42e-0394
GO:0060070ColorectumADcanonical Wnt signaling pathway90/3918303/187231.76e-042.38e-0390
GO:0001894ColorectumADtissue homeostasis81/3918268/187231.96e-042.62e-0381
GO:0060828ColorectumADregulation of canonical Wnt signaling pathway77/3918253/187232.19e-042.87e-0377
GO:0060562ColorectumADepithelial tube morphogenesis93/3918325/187235.65e-046.00e-0393
GO:0014020ColorectumADprimary neural tube formation33/391894/187231.02e-039.50e-0333
GO:0001841ColorectumADneural tube formation35/3918102/187231.16e-031.05e-0235
GO:0045995ColorectumADregulation of embryonic development24/391864/187231.72e-031.43e-0224
GO:0001843ColorectumADneural tube closure30/391888/187232.83e-032.12e-0230
GO:0060606ColorectumADtube closure30/391889/187233.42e-032.49e-0230
GO:0035148ColorectumADtube formation45/3918148/187234.13e-032.87e-0245
GO:0001738ColorectumADmorphogenesis of a polarized epithelium31/391894/187234.30e-032.95e-0231
GO:0001838ColorectumADembryonic epithelial tube formation38/3918121/187234.40e-033.01e-0238
GO:0048568ColorectumADembryonic organ development112/3918427/187234.60e-033.14e-02112
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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
NPHP3SNVMissense_Mutationnovelc.1655N>Ap.Pro552Hisp.P552HQ7Z494protein_codingdeleterious(0)probably_damaging(1)TCGA-A7-A0DB-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
NPHP3SNVMissense_Mutationrs758498695c.988N>Ap.Glu330Lysp.E330KQ7Z494protein_codingdeleterious(0.03)probably_damaging(0.969)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
NPHP3SNVMissense_Mutationc.790N>Cp.Asp264Hisp.D264HQ7Z494protein_codingdeleterious(0)probably_damaging(0.937)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
NPHP3SNVMissense_Mutationc.688N>Cp.Glu230Glnp.E230QQ7Z494protein_codingtolerated(0.05)benign(0.177)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
NPHP3insertionFrame_Shift_Insnovelc.1752_1753insATATATGTGTp.His585IlefsTer17p.H585Ifs*17Q7Z494protein_codingTCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
NPHP3SNVMissense_Mutationc.2800N>Ap.Glu934Lysp.E934KQ7Z494protein_codingtolerated(0.34)benign(0.078)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
NPHP3SNVMissense_Mutationrs150867534c.2986N>Ap.Val996Metp.V996MQ7Z494protein_codingtolerated(0.18)benign(0.059)TCGA-A6-6654-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyoxaliplatinSD
NPHP3SNVMissense_Mutationc.982N>Cp.Met328Leup.M328LQ7Z494protein_codingtolerated(0.85)benign(0)TCGA-AA-3982-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
NPHP3SNVMissense_Mutationnovelc.2383T>Gp.Ser795Alap.S795AQ7Z494protein_codingtolerated(0.14)benign(0.005)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
NPHP3SNVMissense_Mutationc.1432N>Ap.Gly478Serp.G478SQ7Z494protein_codingtolerated(0.09)possibly_damaging(0.833)TCGA-AA-A022-01Colorectumcolon 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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