Afarin Maryam, Naeimpoor Fereshteh
Biotechnology Research Laboratory, School of Chemical, Petroleum and Gas Engineering, Iran University of Science and Technology, Tehran, Iran.
PLoS One. 2025 Jun 27;20(6):e0325888. doi: 10.1371/journal.pone.0325888. eCollection 2025.
Rhizobium etli, a nitrogen-fixing bacterium, grows both in symbiosis (with plants) and in free-living state. While most metabolic models focus on its symbiotic form, this study refined the existing iOR363 model to account for free-living growth. By addition of a biomass formation reaction followed by model curation growth was simulated using various N-sources (NH₃, NO₂, and NO₃). At fixed succinate uptake rate (4.16 mmol/gDWC/h), ammonia yielded the highest growth rate of 0.259 h ⁻ ¹. To represent free-living N-fixing R. etli, a novel two-member community-like model, consisting of both growing and differentiated non-growing N-fixing cells with ammonia exchange, was developed. The XFBA approach, based on community Flux Balance Analysis (cFBA), was formulated to maintain fixed abundances rather than assuming equal growth rates. With a non-growing:growing abundance ratio of 1:9 in community, N-fixation resulted in lower growth rate of 0.1933 h ⁻ ¹ due to the high energy demand of N₂ assimilation compared to ammonia. Sensitivity analysis revealed that increased abundance of N-fixing cells from 5 to 30% led to decreases of 10% in N2-fixation and 25% in growth rate of growing member. Furthermore, Principal Component Analysis identified oxidative phosphorylation, TCA cycle, and glycolysis as key pathways differentiating flux distributions across N-sources. At high uptake of oxygen, causing nitrogenase inactivity, cytochrome bd oxidase was activated to scavenge oxygen, though at the cost of lower growth rate (by 12% per mmol increase in O2 uptake/gDWC/h). This study provided a platform to obtain insights to free-living state of R. etli which may have applications for other diazotrophs.
费氏中华根瘤菌是一种固氮细菌,既能(与植物)共生生长,也能自由生活。虽然大多数代谢模型关注其共生形式,但本研究对现有的iOR363模型进行了优化,以考虑其自由生活生长状态。通过添加生物量形成反应,随后进行模型修正,使用各种氮源(NH₃、NO₂和NO₃)模拟生长情况。在琥珀酸盐固定摄取速率(4.16 mmol/gDWC/h)下,氨产生的最高生长速率为0.259 h⁻¹。为了代表自由生活的固氮费氏中华根瘤菌,开发了一种新型的双成员群落样模型,该模型由生长的和分化的非生长固氮细胞组成,并伴有氨交换。基于群落通量平衡分析(cFBA)的XFBA方法被制定出来,以维持固定的丰度,而不是假设相等的生长速率。在群落中,非生长细胞与生长细胞的丰度比为1:9时,由于与氨相比,N₂同化的能量需求较高,固氮导致较低的生长速率,为0.1933 h⁻¹。敏感性分析表明,固氮细胞丰度从5%增加到30%会导致固氮量减少10%,生长成员的生长速率降低25%。此外,主成分分析确定氧化磷酸化、三羧酸循环和糖酵解是区分不同氮源通量分布的关键途径。在高氧摄取导致固氮酶失活时,细胞色素bd氧化酶被激活以清除氧气,尽管代价是生长速率降低(每增加1 mmol O₂摄取/gDWC/h,生长速率降低12%)。本研究提供了一个平台,以深入了解费氏中华根瘤菌的自由生活状态,这可能对其他固氮菌有应用价值。