Back

Genome shuffling enables quantitative trait locus mapping in Bacillus subtilis

Vasileva, D. P.; Chhetri, H. B.; Hochanadel, L. H.; Streich, J. C.; Lagergren, J. H.; Lane, M. J.; Oksuz, E.; Carper, D. L.; Rubino, B.; Chitwood, S.; Schmitz, Z. D.; Klingeman, D. M.; Abraham, P. E.; Giannone, R. J.; Jacobson, D. A.; Michener, J. K.

2025-07-14 microbiology
10.1101/2025.07.14.664384 bioRxiv
Show abstract

Genetic mapping is a powerful tool for eukaryotic genetics that has only been applied to bacteria in limited circumstances. Quantitative trait locus (QTL) mapping generally relies on sexual recombination to break linkages between genes, yet bacteria rarely undergo sufficient homologous recombination to generate suitable mapping populations. In this work, we used iterative biparental genome shuffling by protoplast fusion in Bacillus subtilis to generate a population of bacteria with substantial random recombination throughout their genomes. Individual shuffled progeny were arrayed in well plates, resequenced, and characterized for a range of complex phenotypes including spore germination and swarming motility. Genetic mapping of the resulting phenotypes identified high-confidence QTLs of moderate size ([~]10 kb), and these associations were validated through targeted genetic swaps. This B. subtilis QTL population can easily be used to map additional phenotypes, and the general approach for QTL mapping is applicable in a wide range of bacteria. One-Sentence SummaryBacterial genome shuffling mimics sexual recombination and enables genetic mapping of complex phenotypes to causal alleles.

Published in Nature Communications (predicted rank #3) · training set

Matching journals

The top 3 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.