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De novo assembly

Definition
AI-generated

De novo assembly reconstructs sequences from overlapping reads without relying on a close reference genome, producing contigs, scaffolds, and an assembly graph; quality is often summarized with N50 and assembly gap statistics.

Why it matters in GWAS

Most human GWAS use a fixed reference, but de novo and pangenome representations matter for structurally variable regions, novel haplotypes, and non-model systems where reference bias could distort genotyping and association.

Example usage

"We compared variant calls after mapping to GRCh38 versus a haplotype-resolved de novo assembly of the same sample."

References

  • Nurk S, et al. (2022). The complete sequence of a human genome. Science.

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