HighlightsThe metabolome response to NH 4 + /NO 3 − ratio and N source was shown to be non-linear. Compared to Murashige Skoog medium, high natural product yields were observed. Simulated OFAT experimental designs led to sub-optimal yields for natural products. N source concentration is to be optimized before NH 4 + /NO 3 − ratio for high NP yield. It was shown in simulated experiments, that one-factor at a time (OFAT) experimental designs lead to suboptimal media compositions for production of many NPs, and alternative experimental designs (e.g. FF) should be preferred when optimizing medium N source for optimal yield of NPs. If using OFAT, the N source concentration is to be optimized first, followed by NH 4 + /NO 3 − ratio, as this reduces the likeliness of suboptimal yield results.
Abstract