Engineering of a sialic acid synthesis pathway in transgenic plants by expression of bacterial Neu5Ac‐synthesizing enzymes
Bibliographic record
Abstract
Plants are a low-cost and contamination-free factory for the production of recombinant pharmaceutical proteins. However, plant-made pharmaceuticals differ from their mammalian homologues by the structure of their N-linked glycans. For instance, most mammalian glycoproteins harbour terminal sialic acids that control their half-life in the bloodstream. The absence of the whole sialylation machinery in plants is of major concern as non-sialylated plant-made pharmaceuticals may not perform at their full potential in humans, because of their removal from the circulation through the involvement of hepatic cell receptors. In this context, we have investigated the synthesis of N-acetylneuraminic acid (Neu5Ac) in the cytosol of plants by either the re-routing of the endogenous 3-deoxy-d-manno-2-octulosonic acid (Kdo) biosynthetic pathway or the expression of microbial Neu5Ac-synthesizing enzymes. In this paper, we demonstrate that the plant Kdo-8P synthase is not able to use N-acetyl d-mannosamine as a substrate, and thus re-routing of the Kdo pathway for the synthesis of Neu5Ac is not possible. Consequently, we expressed genes encoding Neu5Ac lyase from Escherichia coli and Neu5Ac synthase (neuB2) from Campylobacter jejuni in plants. These resulted in the production of functional enzymes in the cytosol, which in turn can catalyse the synthesis of Neu5Ac in vitro. Experiments were carried out on two models, Bright Yellow 2 (BY2) tobacco cells and Medicago sativa (alfalfa), the perennial legume crop.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".