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SAIGE-QTL is an R package developed with Rcpp for scalable and accurate expression quantitative trait locus mapping for single-cell studies

The method

  • Model repeat and complex data structure, due to multiple cells per individual and relatedness between individuals
  • Model discrete read counts
  • Fast and scalable for large data, test 20k genes, 200 cell types, millions of cells, millions of variants
  • Test rare variations. Single-variant test is underpowered

Please see https://weizhou0.github.io/SAIGE-QTL-doc/ for how to run SAIGE-QTL.

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  • C++ 55.4%
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