[PDF] Top 20 Rule based classifier for the analysis of gene-gene and gene-environment interactions in genetic association studies
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Rule based classifier for the analysis of gene-gene and gene-environment interactions in genetic association studies
... (RIpple-DOwn Rule) [14] and (c) PART ...one rule is generated by greedily adding attributes to the rule until the rule meets stopping cri- ...each rule is incrementally pruned, allowing ... See full document
14
Gene Environment Interactions in Asthma: Genetic and Epigenetic Effects
... of environment factors into the genetic ...(AERD). Association studies on AERD began with biologically plausible genes responsible for over- or under-production of critical modulators in the ... See full document
10
A partition based approach to identify gene environment interactions in genome wide association studies
... complex interactions between genetic markers and environmental ...such interactions have been documented to ...detecting gene and environmental interactions are often based on ... See full document
5
Dynamical Analysis of Regulatory Interactions in the Gap Gene System of Drosophila melanogaster
... Detailed genetic and molecular studies have yielded set of segmentation genes (Nu ¨ sslein-Volhard and considerable information on the regulatory interactions Wieschaus 1980; Nu ¨ sslein-Volhard et ... See full document
18
Design and analysis issues in gene and environment studies
... variance. Genetic variants that produce gene- environment interactions may only do so when the ex- posure corresponds to a critical developmental window during which that gene is highly ... See full document
15
Genetic association analysis of coronary heart disease by profiling gene environment interaction based on latent components in longitudinal endophenotypes
... We first tested each LLC as a predictor of CHD. Table 1 shows the results by logistic regression of CHD on LLC at each visit. With the exception of LLC1, the derived components LLC2-LLC4 were all significant predictors ... See full document
5
Comparison of 2 models for gene–environment interactions: an example of simulated gene–medication interactions on systolic blood pressure in family based data
... complementary gene – environment interaction methods have been published and incorporated into publicly available software packages to examine interaction effects, including whether genetic variants ... See full document
7
Grid-based stochastic search for hierarchical gene-gene interactions in population-based genetic studies of common human diseases
... is based on the idea that changing the representation space of the data will make it easier for methods such as logistic regression, classification trees, or a naive Bayes classifier to detect attribute ... See full document
16
Evaluation of the association of C5 with neovascular age-related macular degeneration and polypoidal choroidal vasculopathy
... the interactions of aging, genetic and environmental ...molecular genetic studies, including candidate gene analysis, genome-wide association studies (GWAS), and ... See full document
7
Comparison of the power of haplotype based versus single and multilocus association methods for gene × environment (gene × sex) interactions and application to gene × smoking and gene × sex interactions in rheumatoid arthritis
... simulated genetic main effect was also much stronger than the interaction effect, so that there was no improvement adding a gene × sex interaction term in the ...detect association in the investi- ... See full document
7
Testing gene environment interactions in gene based association studies
... our analysis, we tested three kernel functions on a subset of genes (one gene at a time) and found that the quadratic and Gaussian kernels produced consistent results but that the quadratic kernel was com- ... See full document
6
Combining least absolute shrinkage and selection operator (LASSO) and principal components analysis for detection of gene gene interactions in genome wide association studies
... genome-wide association studies can be a daunting task and statistically challenging because there are more variables than ...principal-component analysis (PCA) and least absolute shrinkage and ... See full document
5
Original Article Association of estrogen receptor alpha gene polymorphisms and its gene-gene interactions with knee osteoarthritis susceptibility in Chinese Han population
... ESR1 gene were both associated with increased knee OA risk in Chinese ...the association between the human ESR1 gene polymorphisms and knee OA risk, previously several studies were conducted ... See full document
7
Potential Association of Estrogen Receptor 2 Variant with Chronic Periodontitis
... ESR1 gene was indicated to result in severe osteoporosis in both female and male mice ...ESR1 gene were associated with osteoporosis and altered bone mineral density ... See full document
7
Gene based bin analysis of genome wide association studies
... a genetic association of a given SNP is a statisti- cal feature and does not explain by itself a ...the association can be refined by fine-scale genotyping technologies or ideally by full ...bias ... See full document
9
On combining triads and unrelated subjects data in candidate gene studies: an application to data on testicular cancer.
... On the other hand, several possible sources of genuine heterogeneity may result in differences between estimates from various data sources. First, the populations from which various data sources are derived may be ... See full document
16
Allelic based gene gene interactions in rheumatoid arthritis
... of gene-gene interaction is an important approach to understand the etiology of rheumatoid arthritis ...identify gene-gene interaction of SNPs at the allelic level contributing to RA using ... See full document
7
Genetic association studies for gene expressions: permutation based mutual information in a comparison with standard ANOVA and as a novel approach for feature selection
... We now give an explanation for these discrepancies and, for this purpose, consider situations in which only one statistical procedure led to a significant result. The left plot in Figure 3 illustrates a scenario in which ... See full document
6
Discovering pure gene environment interactions in blood pressure genome wide association studies data: a two step approach incorporating new statistics
... E interactions reached each sig- nificance ...strong association, even when the main effect has been taken ...SBP: gene-age (G × age) interaction resulted in 150 SNPs with a p value <10 − 3 and 29 ... See full document
5
A methodology to establish a database to study gene environment interactions for childhood asthma
... Oragene sampling kits (DNA Genotek Inc, Ottowa, Canada), were used to obtain DNA from a saliva speci- men. Five swabs (DNA Genotek Inc, Ottowa, Canada) are used to collect saliva for DNA analysis in young children ... See full document
11
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