L-色氨酸生物合成的代谢流量分析

建立了谷氨酸棒杆菌合成L-色氨酸(L-Try)的代谢流量平衡模型,应用该模型计算出发酵中后期的代谢流分布并通过MATLAB软件线性规划得到Try理想代谢流分布。结果表明75．15％的碳架进入糖酵解,24．85％的碳架进入HMP途径;但与理想代谢流相比,应从遗传改造和发酵控制方面降低TCA循环的代谢流,减少副产氨基酸的生成,摸索最适的溶氧控制对提高Try产率至关重要。     

L-缬氨酸生物合成中的代谢流量分析

应用流量平衡模型 ,通过物料衡算和MATLAB线性规划方法得到了发酵中后期L 缬氨酸合成过程的代谢流量分步。代谢流分析结果表明 ,在分批培养生成L 缬氨酸的过程中 ,有62 8%的葡萄糖进入糖酵解途径生成L 缬氨酸 ,38 2 %进入HMP途径 ,仅 9 2 %的碳架进入TCA循环。实验条件下的代谢流 (58)与理想代谢流 (92 31 )相比 ,仍应从遗传改造和发酵控制方面降低TCA循环的代谢流 ,减少副产氨基酸的生成来进一步提高缬氨酸的产率。     

Enhancement of growth and gymnodimine production by the marine dinoflagellate, Karenia selliformis

Because of its novel bioactive properties the production of gymnodimine for use as a pharmaceutical precursor has aroused interest. The dinoflagellate, Karenia selliformis produces gymnodimine when grown in bulk culture using GP + selenium medium but the growth rates (μ) and levels of gymnodimine are low (μ, 0.05 days⁻¹; gymnodimine 250 μg L⁻¹ max). We describe the effects of organic acid additions (acetate, glycolate, alanine and glutamate additions and combinations of these) in enhancing growth and gymnodimine production in axenic cultures. The most effective organic acid combinations in decreasing order were: glycolate/alanine > acetate > glycolate. Glycolate/alanine optimised gymnodimine production by prolonging growth (maximum cell yield, 1.76 × 10⁵ cells mL⁻¹; gymnodimine, 1260 μg L⁻¹; growth rate (μ), 0.2 days⁻¹) compared to the control (growth maximum cell yield, 7.8 × 10⁴ cells mL⁻¹; gymnodimine, 780 μg L⁻¹; μ, 0.17 days⁻¹). Acetate enhanced gymnodimine by stimulating growth rate (μ, 0.23 days⁻¹) and the large concentration of gymnodimine per cell (16 pg cell⁻¹ cf. 9.8 pg cell⁻¹ for the control) suggests a role for this compound in gymnodimine biosynthesis. Amending culture media with Mn²⁺ additions resulted in slightly decreased growth in control cultures and increased the gymnodimine while in glycolate/alanine cultures growth was stimulated but gymnodimine production decreased. The results suggest that the organic acid can enhance gymnodimine production by either enhancing growth maximum or the biosynthetic pathway.     

Improvement of bacterial cellulose production by manipulating the metabolic pathways in which ethanol and sodium citrate involved

Nowadays, bacterial cellulose has played more and more important role as new biological material for food industry and medical and industrial products based on its unique properties. However, it is still a difficult task to improve the production of bacterial cellulose, especially a large number of byproducts are produced in the metabolic biosynthesis processes. To improve bacterial cellulose production, ethanol and sodium citrate are added into the medium during the fermentation, and the activities of key enzymes and concentration of extracellular metabolites are measured to assess the changes of the metabolic flux of the hexose monophosphate pathway (HMP), the Embden–Meyerhof–Parnas pathway (EMP), and the tricarboxylic acid cycle (TCA). Our results indicate that ethanol functions as energy source for ATP generation at the early stage of the fermentation in the HMP pathway and the supplementation of ethanol significantly reduces glycerol generation (a major byproduct). While in the EMP pathway, sodium citrate plays a key role, and its supplementation results in the byproducts (mainly acetic acid and pyruvic acid) entering the gluconeogenesis pathway for cellulose synthesis. Furthermore, by adding ethanol and sodium citrate, the main byproduct citric acid in the TCA cycle is also reduced significantly. It is concluded that bacterial cellulose production can be improved by increasing energy metabolism and reducing the formation of metabolic byproducts through the metabolic regulations of the bypasses.     

谷氨酸棒杆菌生产异亮氨酸辅因子策略及其基因组整合研究进展

L?异亮氨酸属于三大支链氨基酸,是人体8种必需氨基酸之一,广泛应用于食品、药品、保健品、化妆品等领域。目前,微生物发酵法是工业生产L?异亮氨酸的主要方法,其中谷氨酸棒杆菌（Corynebacterium glutamicum）是发酵生产L?异亮氨酸的优势菌株,然而随机诱变会使产量的提高能力达到饱和,难以得到更加高产的菌株,因此针对诱变菌株进行理性改造已成为进一步提高产量的主要方式;且随着遗传操作技术在谷氨酸棒杆菌中的应用与优化,代谢工程育种已逐渐取代传统的诱变育种。综述了谷氨酸棒杆菌中L?异亮氨酸的生物合成途径、代谢调控机制和理性改造L?异亮氨酸生产菌株的策略,并对辅助因子工程应用于理性改造及对谷氨酸棒杆菌基因组整合策略进行了系统阐述,以期为工业水平稳定生产L?异亮氨酸高产菌株的基因组整合策略提供参考依据。     

Effect of gluconic acid as a secondary carbon source on non-growing L-lysine producers cells of Corynebacterium glutamicum. Purification and properties of 6-phosphogluconate dehydrogenase

We studied the production of L-lysine in Corynebacterium glutamicum ATCC 21543 non growing cells obtained by nutrient limitation. Statistical analysis revealed significant differences in the L-lysine titers of glucose, gluconic acid or glucose-gluconic acid cultures. Higher L-lysine titer obtained in batch cultures with mixed carbon sources or gluconic acid alone were found to be associated with a high 6-phosphogluconate dehydrogenase activity (6PGDH, E.C.1.1.1.44). This enzyme is a pivotal enzyme within the hexose monophosphate pathway, and thus of importance for L-lysine production. 6PGDH was purified and characterized. The purified enzyme migrates as a single band on sodium dodecyl sulfate-polyacrylamide gel electrophoresis with a molecular mass of 52.5 kDa. The molecular mass of the native enzyme was estimated to be 120 kDa by molecular exclusion chromatography, thus suggesting a homodimeric structure. The amino terminal sequence shows a strong similarity (a match of 86% of the first 20 amino acid) to the 6PGDH from other microorganisms such as, E. coli and B. subtilis. The pI of the dimeric native enzyme and the optimum pH were 6.2 and 8.0, respectively. For the oxidative decarboxylation of 6-phosphogluconate, K_m of 71 μM and 43 μM were obtained for 6-phosphogluconate and NADP⁺, respectively.     

Metabolite profiles and growth characteristics of Rhizobium meliloti cultivated at different specific growth rates

Rhizobium meliloti (ATCC 55340) was grown at different specific growth rates in a chemostat apparatus. Metabolic products, relating to the Embden-Meyerhof-Parnas (EMP) pathway and the tricarboxylic acid (TCA) cycle, were measured and quantified to probe the influence of specific growth rate on the distribution of important metabolites. The detection of propionate in the fermentation broth implies that the imbalance of reducing equivalents of FADH(2) and NADH + H(+) resulted in a partially reductive operation of the TCA cycle. Additionally, experimental results show that the specific growth rate plays an essential role in modulating the biomass concentration, the specific substrate uptake rate, the cell length, the specific exopolysaccharide (EPS) production rate, the distribution of EPS molecular weight, and the profiles of carbohydrate and organic acid. The specific EPS production rate (varying from 13.3 to 111 mg EPS/g-DW/h) follows a growth-associated pattern at the specific growth rate ranging from 0.06 to 0.20 h(-1) and switches into non-growth-associated mode when the specific growth rate is over 0.20 h(-1).     

Effect of sucA or sucC gene knockout on the metabolism in Escherichia coli based on gene expressions, enzyme activities, intracellular metabolite concentrations and metabolic fluxes by C-labeling experiments

The effect of sucA or sucC gene knockout on the metabolism in Escherichia coli was investigated for the aerobic cell growth in batch and continuous cultivations based on gene expressions, enzyme activities, intracellular metabolite concentrations and metabolic flux analysis. In the batch cultivation, the cell growth rate and the glucose uptake rate were lower for sucA mutant as compared with the parent strain, while it was not the case for sucC mutant. A significantly higher amount of acetate was produced, and it was not utilized in sucC mutant, while a little less acetate was produced in sucA mutant as compared with the parent strain. Unlike the parent strain and sucC mutant, sucA mutant excreted a little amount of l-glutamate. Enzyme activity results show that some of the glycolytic enzymes such as Tpi and Pgk were up-regulated, while Pfk, Fba and Pyk activities were down-regulated for sucA mutant as compared with the parent strain. For sucC mutant, the activities of Pfk, Fba, Tpi, GAPDH, Pgk and Pyk activities were down-regulated. As for the TCA cycle enzymes, the activities of CS and ICDH were down-regulated, while those of Icl, MS, Fum and MDH were up-regulated for sucA mutant. The activities of the oxidative pentose phosphate (PP) pathway enzymes such as G6PDH and 6PGDH and the gluconeogenic pathway enzyme such as Mez were up-regulated in sucA mutant. The Ack activity was down-regulated for sucA mutant, but not for sucC mutant. In continuous cultivation, the gene expression results indicate that the global regulatory genes such as fadR and iclR were slightly down-regulated in sucA mutant, which enhanced the expression of aceA gene and caused the up-regulation of the isocitrate lyase activity in sucA mutant, while fadR and iclR of sucC mutant changed little and no isocitrate lyase activation was observed for sucC mutant. Some other global regulatory genes such as arcA and fnr genes were down-regulated in both mutants, which caused some of the TCA cycle genes to be up-regulated. The effect of the sucA gene knockout on the metabolic flux distributions was investigated based on ¹H–¹³C NMR spectra and GC–MS signals obtained from ¹³C-labeling experiments. Flux analysis results indicate that the knockout of sucA gene caused the activation of PP pathway and the glyoxylate shunt. The fluxes through glycolysis and the TCA cycle were down-regulated in the sucA mutant. On the other hand, the fluxes through PP pathway and the anaplerotic reactions of Ppc-Pck and Mez increased.     

A new floating sensor array to detect electric near fields of beating heart preparations

A new flexible sensor for in vitro experiments was developed to measure the surface potential, Φ, and its gradient, E (electric near field), at given sites of the heart. During depolarisation, E describes a vector loop from which direction and magnitude of local conduction velocity θ can be computed. Four recording silver electrodes (14 μm × 14 μm) separated by 50 μm, conducting leads, and solderable pads were patterned on a 50 μm thick polyimide film. The conductive structures, except the electrodes, were isolated with polyimide, and electrodes were chlorided. Spacer pillars mounted on the tip fulfil two functions: they keep the electrodes 70 μm from the tissue allowing non-contact recording of Φ and prevent lateral slipping. The low mass (9.1 mg) and flexibility (6.33 N/m) of the sensor let it easily follow the movement of the beating heart without notable displacement. We examined the electrodes on criteria like rms-noise of Φ, signal-to-noise ratio of Φ and E, maximum peak-slope recording dΦ/dt, and deviation of local activation time (LAT) from a common signal and obtained values of 24–28 μV, 46 and 41 dB, 497–561 V/s and no differences, respectively. With appropriate data acquisition (sampling rate 100 kHz, 24-bit), we were able to record Φ and to monitor E and θ on-line from beat-to-beat even at heart rates of 600 beats/min. Moreover, this technique can discriminate between uncoupled cardiac activations (as occur in fibrotic tissue) separated by less than 1 mm and 1 ms.     

Arachidonic acid production by Mortierella alpina with growth-coupled lipid synthesis

The fungus Mortierella alpina LPM 301, a producer of arachidonic acid (ARA), was found to possess a unique property of a growth-coupled lipid synthesis. An increase in specific growth rate (μ) from 0.03 to 0.05 h⁻¹ resulted in a two-fold increase in the specific rate of lipid synthesis (milligram lipid (gram per lipid-free biomass) per hour). Under batch cultivation in glucose-containing media with urea or potassium nitrate as nitrogen sources, the ARA content was 46.0 and 60.4% of lipid; 16.4 and 18.8% of dry biomass; and 4.2 and 4.5 g l⁻¹, respectively. Under continuous cultivation of the strain, the productivity of ARA synthesis was 16.2 and 19.2 mg l⁻¹ h⁻¹ at μ=0.05 and 0.03 h⁻¹, respectively.     

Mass flux balance-based model and metabolic pathway engineering analysis for serine alkaline protease synthesis by Bacillus licheniformis

A mass flux balance-based stoichiometric model of Bacillus licheniformis for the serine alkaline protease (SAP) fermentation process has been established. The model considers 147 reaction fluxes, and there are 105 metabolites that are assumed to be in pseudo-steady state. Metabolic flux distributions were obtained from the solution of the model based on the minimum SAP accumulation rate assumption in B. licheniformis in combination with the off-line extracellular analyses of the metabolites that were the sole carbon source citrate, dry cell, organic acids, amino acids, and SAP; variations in the intracellular fluxes were demonstrated for the three periods of the batch bioprocess. The flux distribution maps showed that the cells completed the TCA cycle and utilized the gluconeogenesis pathway, pentose phosphate pathway, and anaplerotic reactions throughout the fermentation; however, the glycolysis pathway was inactive in all the periods of the fermentation. The flux values toward SAP increased throughout the bioprocess and slightly decreased in the last period; however, SAP selectivity values were almost the same in Periods II and III and higher than Period I. The diversions in the pathways and certain metabolic reactions depending on the bioprocess periods are also presented and the results indicated that the intracellular amino acid fluxes played an important role in the SAP fermentation process.     

The effect of phase viscosity ratio on the rheology of liquid two phase gelatin-locust bean gum systems

The rheological behaviour of liquid two phase gelatin–locust bean gum (LBG) systems, comprising of (a) liquid LBG enriched continuous phase, and (b) flow-deformable gelatin-enriched dispersed particles seems to be determined, at the same phase composition, by phase viscosity ratio (μ). In the μ range from 0.03 to 0.21, viscosity dropped to values noticeably lower (13–40 times) than those of the corresponding LBG solution. Decrease in the viscosity of the mixtures was not observed at μ=0.5–0.6, corresponding that to the maximum energy scatter inside the droplets, in agreement with Mason’s conception of droplet deformation and disruption of liquid Newtonian emulsions.     

Development of a kinetic metabolic model: application to Catharanthus roseus hairy root

A kinetic metabolic model describing Catharanthus roseus hairy root growth and nutrition was developed. The metabolic network includes glycolysis, pentose-phosphate pathway, TCA cycle and the catabolic reactions leading to cell building blocks such as amino acids, organic acids, organic phosphates, lipids and structural hexoses. The central primary metabolic network was taken at pseudo-steady state and metabolic flux analysis technique allowed reducing from 31 metabolic fluxes to 20 independent pathways. Hairy root specific growth rate was described as a function of intracellular concentration in cell building blocks. Intracellular transport and accumulation kinetics for major nutrients were included. The model uses intracellular nutrients as well as energy shuttles to describe metabolic regulation. Model calibration was performed using experimental data obtained from batch and medium exchange liquid cultures of C. roseus hairy root using a minimal medium in Petri dish. The model is efficient in estimating the growth rate.     

THE ENERGETICS OF EXTRACELLULAR FE(III) REDUCTION BY IRON-LIMITED CHLAMYDOMONAS REINHARDTII (CHLOROPHYTA)

Fe-limited cells of the green alga Chlamydomonas reinhardtii (Fe-limited growth rate = 0.3 d⁻¹) reduced extracellular Fe(III) to Fe(II) when Fe(III) was supplied as ferricyanide or Fe(III)-EDTA; Fe(III) reduction was stimulated by light. In both darkness and during photosynthesis, ferricyanide reduction was accompanied by a decrease in cellular NADPH levels, with a concomitant increase in NADP⁺. NADH and NAD⁺ levels were not measurably altered during ferricyanide reduction. Furthermore, cellular hexose monophosphate levels declined and 6-phosphogluconate levels increased during ferricyanide reduction. Levels of most glycolytic and tricarboxylic acid cycle intermediates were mostly unaltered. Ferricyanide reduction was also associated with a decrease in cellular ATP levels, a concomitant increase in ADP and AMP, and increased extracellular acidification. The acidification was sensitive to inhibition by the H⁺-ATPase inhibitor N,N' -dicyclohexylcarbodiimide (DCCD). We conclude that the oxidative pentose phosphate pathway provides reducing equivalents for Fe(III) reduction in darkness and also contributes reducing equivalents to Fe(III) reduction during photosynthesis. The decline in ATP was likely due to activation of the plasma membrane H⁺-ATPase during ferricyanide reduction and was not directly associated with provision of reducing equivalents.     

Use of 3-D computer modelling and kinetic studies to analyse grapefruit pyrophosphate-dependent phosphofructokinase

The glycolytic reaction of grapefruit PPi-dependent phosphofructokinase (PFP) depends on the presence of Fru-2,6-P₂ (K_a=6.7 nM). This molecule was further demonstrated in grapefruit juice sac cells. Citrate, -ketoglutarate and isocitrate competitively inhibited the binding of Fru-2,6-P₂ to PFP. The affinity for Fru-6-P (K_m=159 μM) and PPi (K_m=33 μM) were not affected by the addition of these molecules. In the gluconeogenic reaction, the presence of Fru-2,6-P₂ did not affect the K_m of Fru-1,6-P₂ (61 μM) in contrast to orange fruit PFP. These results led to the building of a computer model of PFP, based on the known structure of Bacillus stearothermophilus ATP-dependent phosphofructokinase (ATP-PFK). The results show that catalysis of Fru-6-P in the chain is most unlikely, due to amino-acid substitutions and that Fru-2,6-P₂ can bind between the and β subunits.     

The aspartate-family pathway of plants: Linking production of essential amino acids with energy and stress regulation

The Asp family pathway of plants is highly important from a nutritional standpoint because it leads to the synthesis of the four essential amino acids Lys, Thr, Met and Ile. These amino acids are not synthesized by human and its monogastric livestock and should be supplemented in their diets. Among the Asp-family amino acids, Lys is considered as the nutritionally most important essential amino acid because its level is most limiting in cereal grains, representing the largest source of plant foods and feeds worldwide. Metabolic engineering approaches led to significant increase in Lys level in seeds by enhancing its synthesis and reducing its catabolism. However, results from the model plant Arabidopsis showed that this approach may retard seed germination due to a major negative effect on the levels of a number of TCA cycle metabolites that associate with cellular energy. In the present review, we discuss the regulatory metabolic link of the Asp-family pathway with the TCA cycle and its biological significance upon exposure to stress conditions that cause energy deprivation. In addition, we also discuss how deep understanding of the regulatory metabolic link of the Asp-family pathway with energy and stress regulation can be used to improve Lys level in seeds of important crop species, minimizing the interference with the cellular energy status and plant-stress interaction. This review thus provides an example showing how deep understanding the inter-regulation of metabolism with plant stress physiology can lead to successful nutritional improvements with minimal negative effect on plant growth and response to stressful environments.Key words: Lysine, metabolic engineering, essential amino acids, plants energy, TCA cycle     

黑沙蒿光合能量分配组分在生长季的相对变化与调控机制

为了探明典型荒漠灌木优势物种黑沙蒿(俗名油蒿, Artemisia ordosica)光合过程能量中分配对环境波动的相对变化及其长期调节机制, 该研究于2018年4-10月在宁夏盐池毛乌素沙地, 同时使用MONITORING-PAM多通道荧光监测仪和LI-6400XT便携式光合测量仪对黑沙蒿叶片的最小荧光产量(F_o)、最大荧光产量(F_m)、稳态荧光产量(F_s)、光下最大荧光产量(F_m′)、净光合速率(P_n)、暗呼吸速率(R_d)、蒸腾速率(E)和叶片气孔导度(g_s)进行现场测定, 在实验室内计算比叶面积(SLA)、单位面积氮含量(N_area)、叶绿素含量(C_Chl)和叶绿素a/b (Chl a/b), 分析黑沙蒿光合过程能量分配中固碳耗能占比(Φ_A)、光呼吸耗能占比(Φ_PR)、调节性热耗散耗能占比(Φ_NPQ)和非调节性热耗散耗能占比(Φ_NO)与环境参数和叶性状参数之间的关系以及能量分配各组分之间的相对变化。结果表明, 光化学反应组分(Φ_A、Φ_PR)和热耗散组分(Φ_NPQ、Φ_NO)之间呈负相关竞争关系, 两组分内部呈正相关协同关系, E和Φ_A、Φ_PR正相关, 和Φ_NPQ、Φ_NO负相关。在低土壤含水量(SWC)和高饱和水汽压差(VPD)环境条件下, 黑沙蒿Φ_A、Φ_PR和SLA显著降低, Φ_NPQ和Φ_NO显著增加。研究认为, 在长期干旱或高蒸散条件下, 黑沙蒿通过降低SLA等途径避免水分的过度流失, 同时将部分过剩光能由光呼吸代谢途径转移到热耗散组分进行耗散。波动环境下黑沙蒿形态性状的变异和光合过程能量分配的长期调节机制, 反映了其利用形态与生理的协同可塑性对逆境的适应。     

长白山阔叶红松林生态系统光能利用率的动态变化及其主控因子

生态系统光能利用率(LUE)反映了植被通过光合作用利用光能吸收和固定大气中CO₂的能力, 是表征生态系统生产力的重要指标。选取长白山温带阔叶红松(Pinus koraiensis)林生态系统为研究对象, 利用涡度相关通量观测数据, 采用直角双曲线方程获取了生态系统光合作用的表观量子效率(ε); 基于总生态系统初级生产力(GEP)与下垫面入射光合有效辐射(Q)的比值得到生态光能利用率(LUE_eco)。研究表明: 在季节尺度上, ε与LUE_eco均表现出显著的单峰变化特征, 并主要受到土壤温度和归一化植被指数(NDVI)的调控, 同时, ε和LUE_eco都受到GEP的显著影响, 而与Q的相关性较弱或无显著相关关系, 但散射辐射的增加在一定程度上有助于提高生态系统的LUE。ε与LUE_eco存在显著的线性正相关关系, 但ε明显高于LUE_eco。2003-2005年, ε与LUE_eco每年最大值的平均值分别为(0.087 ± 0.003)和(0.040 ± 0.002) μmol CO₂·μmol photon^-1, 年际间变异度分别为4.17%和4.25%, 而不同年份之间最大差异均达到8%或8%以上, 从而对模型模拟结果产生明显影响。因此, 在基于光能利用率模型的模拟研究中, 最大LUE的年际变异需要在参数反演和优化中给予重要考虑。     

柠檬酸钠对L-组氨酸发酵代谢流分布的影响

目的：建立谷氨酸棒杆菌TL1105生物合成L-组氨酸的代谢网络模型,并进行代谢网络计量分析。方法：通过所构建的L-组氨酸代谢网络模型,利用MATLAB软件计算出添加柠檬酸钠和不添加柠檬酸钠发酵中后期代谢网络的代谢流分布。结果：在L-组氨酸分批发酵过程中,在发酵初期未添加柠檬酸钠的条件下流向戊糖磷酸途径（HMP）的代谢流为9.59,合成组氨酸的代谢流为8.91;在发酵初期添加2g/L柠檬酸钠的条件下流向HMP的代谢流为12.74,合成组氨酸的代谢流为9.61。结论：在发酵初期添加柠檬酸钠能够改变L-组氨酸生物合成途径的关键节点6-磷酸葡萄糖、丙酮酸及乙酰辅酶A的代谢流分布,保持糖酵解途径、三羧酸循环与HMP之间代谢流量平衡,有利于提高L-组氨酸生物合成途径的代谢流量,最终使流向组氨酸的代谢流增加了7.86%。     

Dynamics and regulations of ecosystem light use efficiency in a broad-leaved Korean pine mixed forest,Changbai Mountain

Aims Ecosystem light use efficiency (LUE) reflects the ability of CO₂ uptake and light utilization via photosynthesis, which is a key parameter in ecosystem models to evaluate ecosystem productivity. The objectives of this study were to: (1) compare the differences of LUE derived from different methods; (2) elucidate the seasonal dynamics of LUE and its regulatory factors; and (3) evaluate the maximum LUE (LUE_max) and its variability based on eddy-covariance (EC) flux.Methods Using the flux data from an EC tower during 2003-2005 at a broad-leaved Korean pine (Pinus koraiensis) mixed forest, Changbai Mountain, two types of LUE indicators were generated from: 1) the apparent quantum yield (ε) estimated with rectangular hyperbolic curve, and 2) the ecological light use efficiency (LUE_eco) calculated as the ratio between gross ecosystem productivity (GEP) and photosynthetically-active radiation (Q).Important findings The seasonal variation of ε and LUE_eco appeared a unimodal pattern within a year, with the variations significantly dominated by soil surface temperature and Normalized Difference Vegetation Index (NDVI). A positive correlation between GEP and LUE was found for both ε and LUE_eco, with the effect of Q on LUE relatively weak. The increase in diffusion radiation appeared favorable for enhanced LUE. Generally, there was a significant positive relationship between ε and LUE_eco, while ε was higher than LUE_eco, especially during the mid-season. The annual maximum value of ε and LUE_eco was (0.087 ± 0.003) and (0.040 ± 0.002) μmol CO₂·μmol photon^-1 over the three years, respectively. The interannual variability of LUE_max for ε and LUE_eco was 4.17% and 4.25%, respectively, with a maximum difference of >8%, likely resulted from considerable uncertainty in model simulations. Our results indicated that the inversion and optimization of maximum LUE should be taken seriously in the application of LUE models.