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Metabolically engineered oilcane reshapes rhizosphere microbial guilds while preserving broad functional capacity

Jae‐Jin LeeiD, Baskaran KannaniD, Sofia Cano-Alfanar, Hui LiuiD, Michael D. MillicaniD, Lorien E. RadmeriD, Nicole GeerdesiD, Phillip De LorimieriD, Bolívar Aponte RolóniD, Jihoon Yang, Thanwalee Sooksa-nguan, John ShankliniD, Fredy AltpeteriD, Adina HoweiD

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Abstract

Metabolic engineering of crops can redirect host carbon flux, but its consequences for microbiomes remain unclear. Here, we show that engineering oilcane for triacylglycerol (TAG) accumulation reshapes rhizosphere microbial guilds across greenhouse and field environments while preserving functional capacity. Using 36 rhizosphere metagenomes from wild-type sugarcane and engineered oilcane accessions, we reconstructed metagenome-assembled genomes and linked community turnover with shifts in functional potential. Oilcane rhizospheres exhibited taxonomic restructuring relative to wild-type plants, driven primarily by turnover rather than nestedness and marked by genotype-dependent replacement of microbial guilds. These patterns were strongest in accession 1566 and amplified under field conditions. Despite these compositional shifts, broad patterns of functional potential remained similarly distributed, whereas pathway-level differences were evident in energy production and conversion, lipid transport and metabolism, secondary metabolite biosynthesis, transport and catabolism, and signal transduction. These findings extend evaluation of engineered crops beyond host traits alone to include microbiome-scale responses.

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