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Characterisation of metabolic burden in Pseudomonas putida reveals precursor limitation in heterologous lycopene production.

BACKGROUND: The introduction of heterologous pathways into microbial hosts often imposes a metabolic burden on the cell, arising from three major physiological constraint layers: competition for gene expression resources, limited precursor availability and flux distribution, and insufficient energy and redox supply. Although Pseudomonas putida KT2440 is considered a robust and metabolically versatile production host, it remains unclear which of these constraint layers primarily limits heterologous terpenoid production in this organism. Here, lycopene biosynthesis was used as a model system to systematically dissect these three potential sources of metabolic burden. RESULTS: A capacity-monitoring system revealed no clear reduction in transcriptional or translational capacity across the tested strains and cultivation conditions, indicating that general gene expression capacity was not the primary limiting factor. Instead, lycopene production depended strongly on promoter architecture and plasmid backbone, showing that regulatory design shaped pathway performance. Enhancing precursor supply by introducing a heterologous mevalonate (MVA) pathway substantially increased product titres, identifying precursor availability from the native MEP pathway as the dominant bottleneck. This conclusion was independently supported by exogenous mevalonate supplementation, which further increased lycopene accumulation but also revealed saturation at higher concentrations, suggesting that downstream pathway balance or enzyme capacity became limiting once precursor supply was relieved. Under controlled bioreactor conditions, lycopene titres increased from approximately 1 mg/L to nearly 25 mg/L, indicating that process conditions further modulate production performance, suggesting an additional contribution of process-dependent energy and redox constraints. CONCLUSION: Metabolic burden during heterologous lycopene production in P. putida is governed primarily by precursor availability rather than by limitations in general gene expression capacity. Regulatory properties of the vector system strongly influence pathway performance, while controlled cultivation conditions can further improve production by alleviating additional process-dependent constraints. Together, these findings provide a systematic framework for distinguishing constraint layers and guiding the optimisation of heterologous terpenoid production systems.

Lycopene

Development of a multi-copy integration platform in Kluyveromyces marxianus enabled by a computational method for genome-wide identification of multi-copy integration loci.

Multi-copy integration is a core strategy for redirecting metabolic flux toward target compounds. However, its application has been hampered by the absence of methods for systematically identifying native multi-copy genomic loci. To overcome this, we developed a computational procedure for genome-wide identification of such loci. Theoretically, this method is potentially applicable to any genome-sequenced species as it only requires the genomic assembly of the target species as input. Applying the procedure to Kluyveromyces marxianus, we identified four groups of loci (KmCS1-4). Combining these loci-KmCS1-4 and the traditional 26S rDNA-with 14 markers with graded selection strengths, we established a versatile multi-copy integration toolkit comprising 70 plasmids. Each plasmid exhibits a unique integration pattern, collectively forming an integration profile. This profile serves as a manual, enabling users to select appropriate tools tailored to the expression requirements of rate-limiting enzymes in their pathways. Applying representative plasmids exhibiting low-, medium-, and high-copy integration patterns to lycopene biosynthesis modules resulted in lycopene titers of 3.5, 6.8 and 40.5 mg/L, corresponding to 2, 6 and 9 genomic copies, respectively, demonstrating a positive correlation between lycopene titers, genomic copy numbers and integration patterns, which highlights the versatility of the toolkit and its supporting manual. Our study not only provides a broadly applicable methodology for genome-wide identification of multi-copy loci, but also an efficient integration platform for K. marxianus.

Kluyveromyces marxianus

Genome-wide screening and functional analysis of protein glycosylation-related genes involved in tomato fruit ripening.

Protein glycosylation, an essential co- and post-translational modification, plays critical roles in plant growth, development, and stress responses. However, its functional role in tomato fruit ripening has not been extensively investigated. Here, key protein glycosylation-related genes involved in tomato fruit ripening were identified by genome-wide screen and subsequently functional characterization. First, a dataset comprising 242 glycosylation-related proteins was established based on Gene Ontology annotations in tomato, combined with sequence homology to protein glycosylation-related proteins from Arabidopsis thaliana and Homo sapiens. Then, Subsequently, 28 genes encoding highly expressed glycosylation-related proteins (RPKM > 30) at the breaker (BR) stage were selected for functional screening, and subsequently 6 genes were identified as regulators of fruit ripening by method of virus-induced gene silencing (VIGS). Among them, Solyc03g098600 (STT3B), Solyc01g109410 (OST48), Solyc04g082670 (RPN1), and Solyc08g076460 (DAD1) functioned as positive regulators of tomato fruit ripening, whereas Solyc04g005340 (UAM2) and Solyc08g075340 (XEG113), acted as negative regulators. The expression of these genes responded dynamically to multiple ripening-related cues, including temperature, light, ethylene, and transcription factors. Furthermore, silencing of these genes individually affected the expression of genes involved in fruit ripening, including ethylene biosynthesis genes (ACS2, ACS4, ACO1, and ACO3), ripening-associated transcription factors (RIN, NOR, NOR-LIKE1, FUL1, and FUL2), and the key gene (PSY1) of lycopene biosynthesis pathway. Collectively, these findings demonstrate that protein glycosylation plays an important role in tomato fruit ripening by modulating ethylene signaling, ripening-associated transcriptional regulation, and lycopene biosynthesis.

Fruit ripening

Dietary antioxidants: a challenge or an opportunity for asthma? Genetic insights from a Two-sample mendelian randomization study.

BACKGROUND: Oxidative stress is crucial in the immune response and airway inflammatory process associated with asthma. While the relationship between dietary antioxidants and asthma remains debated in observational studies, this study uses two-sample Mendelian randomization (MR) to explore a potential causal link. METHODS: We acquired six distinct categories of absolute circulating antioxidants and five different types of metabolic circulating antioxidants from the most recent genome-wide association study data of the European population, including vitamin A (retinol), vitamin C (ascorbic acid), vitamin E (tocopherol), β-carotene, lycopene, and urate. The latest data regarding asthma was obtained from the FinnGen database. We utilized single nucleotide polymorphisms as instrumental variables to conduct five MR methods. To confirm the accuracy of the results, additional sensitivity analyses were performed to eliminate any potential confounding factors, such as heterogeneity and pleiotropy. RESULTS: MR and sensitivity analyses revealed an association between circulating urate and asthma, suggesting a potential increase in asthma risk (OR = 1.090; 95% CI = 1.030-1.150; p = 0.004). No causal relationship was found for other antioxidants. CONCLUSIONS: This MR analysis suggested that genetically determined circulating urate may increase asthma risk. Further large-scale randomized controlled trials and mediated MR analysis are needed to explore underlying mechanisms.

Humans