* Principal components and partial least squares analysis showed that different aeration rates significantly influence M. alpina's metabolic responses.
* Eleven major metabolites were identified as potential biomarkers, with notable changes in central carbon metabolism intermediates, suggesting that certain metabolites play crucial roles in unsaturated fatty acid synthesis and stress response mechanisms.