multifactor dimensionality reduction method
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2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Alicja E. Grzegorzewska ◽  
Adrianna Mostowska ◽  
Wojciech Warchoł ◽  
Paweł P. Jagodziński

Abstract Background To explore associations between PON1 rs854560, rs662, 705,379, HCV clearance, and interactions between tested PON1 single nucleotide variants (SNVs) and interferon-λ4 gene (IFNL4) rs368234815 variant in hemodialyzed individuals. Methods The study included 83 HD individuals who spontaneously resolved HCV infection (all had known IFNL4 rs368234815 variant) and 104 individuals with persistently positive blood tests for HCV RNA (102 were IFNL4 rs368234815 variant successfully genotyped). We genotyped PON1 by high-resolution melt analysis (rs662) or predesigned TaqMan SNV Genotyping Assay (rs854560, rs705379). We used a logistic regression model to assess the association between genetic data and HCV outcome while adjusting for clinical confounding variables. Epistatic interactions between tested PON1 SNVs and IFNL4 rs368234815 were analyzed by the multifactor dimensionality reduction method. Results In the recessive inheritance model, PON1 rs662 GG (OR 9.94, 95% CI 1.20–82.7, P = 0.022) and rs854560 TT (OR 4.31, 95% CI 1.62–11.5, P = 0.003) genotypes were associated with a higher probability for HCV clearance. The haplotype composed of rs662A_rs854560A_rs705379 was not associated with spontaneous HCV clearance. The IFNL4 rs368234815 TT/TT variant was equally distributed among individuals bearing different PON1 SNVs. The epistatic gene–gene analysis did not reveal the interaction between tested PON1 SNVs and IFNL4 rs368234815 (P = 0.094). Regression model, including the PON1 rs662 GG genotype, the PON1 rs854560 genotype, the IFNL4 rs368234815 TT/TT genotype, age at RRT onset, RRT duration, and chronic glomerulonephritis as possible explanatory variables for spontaneous HCV clearance, showed that significant predictors of spontaneous HCV clearance were the IFNL4 rs368234815 TT/TT genotype (OR 2.607, 95% CI 1.298—5.235, P = 0.007), PON1 rs854560 TT (OR 6.208, 1.962–19.644, P = 0.002), PON1 rs662 GG (OR 10.762, 1.222–94.796, P = 0.032), and RRT duration (OR 0.930, 95% CI 0.879–0.984, P = 0.011). Conclusion In HD individuals, PON1 rs662 GG and rs854560 TT are associated with a higher frequency of spontaneous HCV clearance.


Rheumatology ◽  
2019 ◽  
Vol 59 (2) ◽  
pp. 418-425 ◽  
Author(s):  
Javier Fernández-Torres ◽  
Nonanzit Pérez-Hernández ◽  
Gabriela Hernández-Molina ◽  
Gabriela A Martínez-Nava ◽  
Daniela Garrido-Rodríguez ◽  
...  

Abstract Objective To explore genetic polymorphisms of the Wnt/β-catenin signalling pathway in primary SS (PSS). Methods We included 98 patients with PSS and 165 healthy volunteers. Genomic DNA was extracted from peripheral blood samples. Through an open-array platform of low density, we genotyped 25 polymorphisms from 14 genes (WISP1, DKK1, SOST, FRZB, LRP1, LRP4, LRP5, LRP6, GSKB, ADAMTS5, GDF5, FMN2, ADIPOQ and COL11A1) involved in the Wnt/β-catenin signalling pathway. We compared the allelic and genotypic frequencies with Fisher’s exact test and logistic regression analysis adjusted by age, gender and individual admixture, as well as bootstrap-resampling analysis. We assessed the gene–gene interaction by the multifactor dimensionality reduction method. Results We found a positive significant association with four polymorphisms: LRP5 rs606989, FRZB rs409238, GSK3B rs2037547 and ADIPOQ rs2241766. All of them conferred risk for PSS, being the highest among subjects carrying three to four risk alleles (P < 0.001). According to a multifactor dimensionality reduction analysis, the best models included the LRP5 (rs606989), FRZB (rs409238) and ADIPOQ (rs2241766) polymorphisms. Conclusion LRP5, FRZB and ADIPOQ genes related in the Wnt/β-catenin signalling pathway increased the risk of PSS. Further research is needed to establish their functional role in this clinical entity.


2018 ◽  
Vol 20 (6) ◽  
pp. 921-926
Author(s):  
D. S. Stashkevich ◽  
S. V. Belyaeva ◽  
Yu. Yu. Filippova ◽  
A. L. Burmistrova

Сomplex intergenic interactions should be taken into account when predicting the risk of adverse course in a pathological process. This presumption is at the heart of evolving multifactorial diseases (ulcerative colitis and irritable bowel syndrome). A single genetic polymorphism seems to be a weak risk factor when predicting the disease evolution and it could not be used as a prognostic model for development of multifactorial pathologies, especially in cases of rare alleles. However, it is well known that the combination of unfavorable alleles of several genes with an additive effect is dangerous. Therefore, identification of such polymorphisms is very important.Previously we conducted a test panel, in order to evaluate associations of alleles and genotypes of some cytokine genes (IL1β, TNFα, IL1rа, IL10, IL6) with predisposal, or resistance for ulcerative colitis and irritable bowel syndrome in the Russian Chelyabinsk region. Distribution of alleles and genotypes of these genes have been assessed in irritation bowel disease (IBD) and ulcerative colitis (UC). The following methods were used: isolation of DNA samples from whole blood, genotyping of the studied gene polymorphisms with PCR, RFLP. A comparative analysis of intergenic interactions between the cytokine genes IL1β, TNFα, IL1ra, IL10, IL6 in the IBD and UC patients was carried out by the Multifactor Dimensionality Reduction method. The analysis is based on the use of polymorphic loci of IL1β, TNFα, IL1ra, IL10, IL6 combinations chosen for analysis of intergenic interactions, with respect to the risk for IBS and UC predisposition. As a result of this study, a fourlocus model IL1β(+3953)*Т/TNFα(-308)*A/IL10(-1082)*G/IL6(-174)*G was identified for IBS, which was characterized by 90% repeatability and prediction accuracy of 74.5%. This model of gene interactions between the cytokine IL1β, TNFα, IL1ra, IL10, IL6 genes had the greatest prediction potential (p < 0.001) in IBS, whereas the model for UC was not statistically significant. The following types of genetic interactions were established: synergism between the IL1β(+3953)*Т and TNFα(-308)*A loci, whereas IL6(-174)*G и IL10(-1082)*G, TNFα(-308)*A seem to be in antagonistic relationships. The study made it possible to establish that the -174G/C IL-6 polymorphism may play a central role and provide intergenic interactions with SNPs of IL1β, TNFα, IL10 for predisposal to irritable bowel syndrome in Chelyabinsk Region of Russia.


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