Back

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

Lee, J.; Kannan, B.; Cano-Alfanar, S.; Liu, H.; Millican, M.; Radmer, L.; Geerdes, N.; de Lorimier, P.; Rolon, B. A.; Yang, J.; Sooksa-Nguan, T.; Shanklin, J.; Altpeter, F.; Howe, A.

2026-06-23 microbiology
10.64898/2026.06.22.733829 bioRxiv
Show 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.

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

1
Nature Communications
5641 papers in training set
Top 8%
18.5%
2
The ISME Journal
228 papers in training set
Top 0.5%
9.8%
3
mBio
833 papers in training set
Top 2%
9.6%
4
Proceedings of the National Academy of Sciences
2444 papers in training set
Top 6%
6.7%
5
mSystems
394 papers in training set
Top 2%
5.5%
50% of probability mass above
6
New Phytologist
346 papers in training set
Top 2%
4.0%
7
ISME Communications
120 papers in training set
Top 0.7%
4.0%
8
Cell
431 papers in training set
Top 4%
3.1%
9
eLife
5828 papers in training set
Top 41%
2.4%
10
Microbiome
154 papers in training set
Top 1%
2.4%
11
Current Biology
665 papers in training set
Top 6%
1.7%
12
Cell Reports
1498 papers in training set
Top 20%
1.7%
13
The Plant Cell
161 papers in training set
Top 2%
1.7%
14
Microbiology Spectrum
469 papers in training set
Top 7%
1.5%
15
Nature Microbiology
155 papers in training set
Top 2%
1.5%
16
Applied and Environmental Microbiology
339 papers in training set
Top 4%
1.3%
17
Environmental Microbiology
133 papers in training set
Top 2%
1.3%
18
mSphere
302 papers in training set
Top 5%
1.1%
19
Science Advances
1243 papers in training set
Top 25%
1.1%
20
Genome Biology
637 papers in training set
Top 7%
1.1%
21
Nature
645 papers in training set
Top 8%
1.1%
22
Science
477 papers in training set
Top 7%
1.1%
23
Scientific Reports
3612 papers in training set
Top 68%
1.1%
24
Plant Physiology
238 papers in training set
Top 3%
1.0%
25
Environmental Microbiome
29 papers in training set
Top 0.7%
0.8%
26
Phytobiomes Journal
27 papers in training set
Top 0.5%
0.6%
27
PLOS Biology
486 papers in training set
Top 14%
0.6%
28
Cell Systems
201 papers in training set
Top 5%
0.6%
29
Communications Biology
993 papers in training set
Top 35%
0.6%
30
Horticulture Research
47 papers in training set
Top 1%
0.6%