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Charith Bhagya Karunarathna edited untitled.tex
almost 8 years ago
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\item Pooled-variant method
\begin{itemize}
\item VT \cite{Price_2010}: Variants with MAF below some threshold are more likely to be functional than the variants with higher MAF.
\begin{itemize}
\item For each possible MAF threshold, a genotype score is computed based on given collapsing theme. The chosen MAF threshold maximizes the association signal and permutation testing is used to adjust for the multiple thresholds.
\begin{itemize}
\item Based on collapsing variants into a two categories: variants with MAF below the threshold, and above the threshold.
\item Suitable for effects in one direction.
\item \citeNP{Price_2010} found the VT approach had high power to detect the association between rare variants and disease trait in their simulations.
\end{itemize}
\item We used VTWOD function in RVtests R package.
\end{itemize}
\item We used VTWOD function in RVtests R package.
\item C-alpha \cite{Neale_2011}: Test the variance of the effect size for variants in a specific genomic window (No effect, increase or decrease risk).
\begin{itemize}
\item Sensitive to risk and protective variants in the same gene.