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Pseudoalignment

Definition
AI-generated

Pseudoalignment determines which transcripts are compatible with each sequencing read (or k-mer sets derived from it) without full base-level alignment to the genome, enabling fast transcript quantification while accounting for multimapping among similar isoforms.

Why it matters in GWAS

Large-scale eQTL and expression atlases often rely on efficient, reproducible quantification pipelines; understanding pseudoalignment clarifies trade-offs versus genomic alignment for splice junction-level or variant-aware analyses.

Example usage

"We quantified with kallisto using pseudoalignment-derived transcript compatibility counts for speed in the multi-tissue panel."

References

  • Bray NL, Pimentel H, Melsted P, Pachter L. (2016). Near-optimal probabilistic RNA-seq quantification. Nat Biotechnol.

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