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Pangenome graphs can represent all variation between multiple reference genomes, but current approaches to build them exclude complex sequences or are based upon a single reference. In response, we developed the PanGenome Graph Builder, a pipeline for constructing pangenome graphs without bias or exclusion. The PanGenome Graph Builder uses all-to-all alignments to build a variation graph in which we can identify variation, measure conservation, detect recombination events and infer phylogenetic relationships.more » « lessFree, publicly-accessible full text available November 1, 2025
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Garrison, Erik; Guarracino, Andrea; Heumos, Simon; Villani, Flavia; Bao, Zhigui; Tattini, Lorenzo; Hagmann, Jörg; Vorbrugg, Sebastian; Marco-Sola, Santiago; Kubica, Christian; et al (, bioRxiv)Abstract Pangenome graphs can represent all variation between multiple genomes, but existing methods for constructing them are biased due to reference-guided approaches. In response, we have developed PanGenome Graph Builder (PGGB), a reference-free pipeline for constructing unbi-ased pangenome graphs. PGGB uses all-to-all whole-genome alignments and learned graph embeddings to build and iteratively refine a model in which we can identify variation, measure conservation, detect recombination events, and infer phylogenetic relationships.more » « less
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