A comparative study on the production of exopolysaccharides between two entomopathogenic fungi Cordyceps militaris and Cordyceps sinensis in submerged mycelial cultures

AIMS: The present study comparatively investigates the optimal culture conditions for the production of exopolysaccharides (EPS) and cordycepin during submerged mycelial culture of two entomopathogenic fungi Cordyceps militaris and Cordyceps sinensis. METHODS AND RESULTS: Fermentations were performed in flasks and in 5-l stirred-tank fermenters. In the case of C. militaris, the highest mycelial biomass (22.9 g l(-1)) and EPS production (5 g l(-1)) were achieved in a medium of 40 g l(-1) sucrose, 5 g l(-1) corn steep powder at 30 degrees C, and an initial pH 8.0. The optimum culture conditions for C. sinensis was shown to be (in g l(-1)) 20 sucrose, 25 corn steep powder, 0.78 CaCl2, 1.73 MgSO4.7H2O at 20 degrees C, and an initial pH 4.0, where the maximum mycelial biomass and EPS were 20.9 and 4.1 g l(-1) respectively. Cordycepin, another bioactive metabolite, was excreted at low levels during the early fermentation period (maximum 38.8 mg l(-1) in C. militaris; 18.2 mg l(-1) in C. sinensis). CONCLUSIONS: The two fungi showed different nutritional and environmental requirements in their submerged cultures. Overall, the concentrations of mycelial biomass, EPS and cordycepin achieved in submerged culture of C. militaris were higher than those of C. sinensis. SIGNIFICANCE AND IMPACT OF THE STUDY: C. militaris and C. sinensis are representative insect-born fungi which have been longstanding and widely used as traditional medicines in eastern Asia. Comparative studies between two fungi are currently not available and this is the first report on the optimum medium composition for submerged culture of C. sinensis.     

Optimization of submerged culture process for the production of mycelial biomass and exo-polysaccharides by Cordyceps militaris C738

AIMS: The objective of the present study was to determine the optimal culture conditions for mycelial biomass and exo-polysaccharide (EPS) by Cordyceps militaris C738 in submerged culture. METHODS AND RESULTS: The optimal temperatures for mycelial biomass and EPS production were 20 degrees C and 25 degrees C, respectively, and corresponding optimal initial pHs were found to be 9 and 6, respectively. The suggested medium composition for EPS production was as follows: 6% (w/v) sucrose, 1% (w/v) polypeptone, and 0.05% (w/v) K2HPO4. The influence of pH on the fermentation broth rheology, morphology and EPS production of C. militaris C738 was carried out in a 5-l stirred-tank fermenter. The morphological properties were comparatively characterized by pellet roughness and compactness by use of image analyser between the culture conditions with and without pH control. The roughness and compactness of the pellets indicated higher values at pH-stat culture (pH 6.0), suggesting that larger and more compact pellets were desirable for polysaccharide production (0.91 g g(-1) cell d(-1). CONCLUSIONS: Under the optimized culture conditions (with pH control at 6), the maximum concentration of biomass and EPS were 12.7 g l(-1) and 7.3 g l(-1), respectively, in a 5-l stirred-tank fermenter. SIGNIFICANCE AND IMPACT OF THE STUDY: The critical effect of pH on fungal morphology and rheology presented in this study can be widely applied to other mushroom fermentation processes.     

利用扁桃斑鸠菊叶发酵生产蛹虫草胞外多糖的条件及其抗氧化活性

蛹虫草胞外多糖具有增强免疫力、抗疲劳等药理活性,有极高的保健价值。为高效地获取蛹虫草胞外多糖,本研究通过向发酵培养基中添加适量的扁桃斑鸠菊叶粉末,来提高蛹虫草发酵液中胞外多糖的产量,并对优化得到的胞外多糖红外吸收光谱和化学抗氧化活性进行了研究。实验结果表明,液体发酵最优条件为:扁桃斑鸠菊叶粉末添加量8 g/L、发酵时间9 d、pH 6.5、接种量5.0 mL,在此条件下,蛹虫草胞外多糖的产量可达(5.24±0.28) mg/mL,与未添加扁桃斑鸠菊叶的空白组相比,胞外多糖产量提高了约205.20%;红外分析与抗氧化活性实验结果显示,扁桃斑鸠菊叶对蛹虫草生产的胞外多糖结构和活性影响较小。该研究结果表明扁桃斑鸠菊叶能够有效地提高蛹虫草胞外多糖的产量,为蛹虫草胞外多糖的高效生产提供了新思路。     

β-蜕皮激素对蛹虫草液体培养菌丝体生长及代谢产物的促进作用(英文)

The effects of β-ecdysone on mycelial dry weight (MDW) and the yield of extracellular polysaccharide (EPS), intracellular polysaccharide (IPS) and cordycepin of Codyceps militaris in submerged cultivation was investigated. Adding 12mg/L of β-ecdysone to the culture medium, the MDW, the secretion volume of EPS per unit of MDW and total yield of EPS were increased by 18.5%, 181.7% and 63.2%, respectively. The yield of IPS was enhanced by 29.2%, when 1.2mg/L of β-ecdysone was added. When 4mg/L of β-ecdysone was provided, the amount of cordycepin per unit of MDW and the total yield of cordycepin were increased by 65.4% and 84.7%, respectively. These results demonstrated that β-ecdysone promoted the yield of MDW, EPS, IPS and cordycepin of Codyceps militaris mycelia, though this effect varied among different components. Significantly, β-ecdysone showed a more positive role in secondary metabolite (cordycepin) accumulation than in primary metabolite (IPS) production and growth of mycelia. Furthermore, β-ecdysone stimulated the secretion of EPS.     

β-蜕皮激素对蛹虫草液体培养菌丝体生长及代谢产物的促进作用

The effects of β-ecdysone on mycelial dry weight (MDW) and the yield of extracellular polysaccharide (EPS), intracellular polysaccharide (IPS) and cordycepin of Codyceps militaris in submerged cultivation was investigated. Adding 12mg/L of β-ecdysone to the culture medium, the MDW, the secretion volume of EPS per unit of MDW and total yield of EPS were increased by 18.5%, 181.7% and 63.2%, respectively. The yield of IPS was enhanced by 29.2%, when 1.2mg/L of β-ecdysone was added. When 4mg/L of β-ecdysone was provided, the amount of cordycepin per unit of MDW and the total yield of cordycepin were increased by 65.4% and 84.7%, respectively. These results demonstrated that β-ecdysone promoted the yield of MDW, EPS, IPS and cordycepin of Codyceps militaris mycelia, though this effect varied among different components. Significantly, β-ecdysone showed a more positive role in secondary metabolite (cordycepin) accumulation than in primary metabolite (IPS) production and growth of mycelia. Furthermore, β-ecdysone stimulated the secretion of EPS.     

不同培养条件和前体对蛹虫草液体发酵产虫草素的影响

蛹虫草能产生虫草素等多种活性物质。为考察不同液体发酵方式及添加前体物质对虫草素积累的影响,选用蛹虫草08Y1菌株,通过光照振荡、光照静置、黑暗振荡、黑暗静置四种培养条件和添加前体物质（腺嘌呤1g/L+甘氨酸16g/L）,发酵16d后检测虫草素和腺嘌呤含量。结果表明：08Y1菌株在黑暗振荡培养条件下,虫草素积累达1,015.0mg/L,腺嘌呤利用率达98.5%,说明黑暗振荡培养并添加前体物质是提高虫草素产量的有效方法。     

Metabolic and cardiorespiratory responses of summer flounder Paralichthys dentatus to hypoxia at two temperatures

To quantify the tolerance of summer flounder Paralichthys dentatus to episodic hypoxia, resting metabolic rate, oxygen extraction, gill ventilation and heart rate were measured during acute progressive hypoxia at the fish's acclimation temperature (22° C) and after an acute temperature increase (to 30° C). Mean ±s.e. critical oxygen levels (i.e. the oxygen levels below which fish could not maintain aerobic metabolism) increased significantly from 27 ± 2% saturation (2·0 ± 0·1 mg O(2) l(-1) ) at 22° C to 39 ± 2% saturation (2·4 ± 0·1 mg O(2) l(-1) ) at 30° C. Gill ventilation and oxygen extraction changed immediately with the onset of hypoxia at both temperatures. The fractional increase in gill ventilation (from normoxia to the lowest oxygen level tested) was much larger at 22° C (6·4-fold) than at 30° C (2·7-fold). In contrast, the fractional decrease in oxygen extraction (from normoxia to the lowest oxygen levels tested) was similar at 22° C (1·7-fold) and 30° C (1·5-fold), and clearly smaller than the fractional changes in gill ventilation. In contrast to the almost immediate effects of hypoxia on respiration, bradycardia was not observed until 20 and 30% oxygen saturation at 22 and 30° C, respectively. Bradycardia was, therefore, not observed until below critical oxygen levels. The critical oxygen levels at both temperatures were near or immediately below the accepted 2·3 mg O(2) l(-1) hypoxia threshold for survival, but the increase in the critical oxygen level at 30° C suggests a lower tolerance to hypoxia after an acute increase in temperature.     

New method for exopolysaccharide determination in culture broth using stirred ultrafiltration cells

A new method to remove simple carbohydrates from culture broth prior to the quantification of exopolysaccharides (EPS) was developed and validated for the EPS-producing strain, Lactobacillus rhamnosus RW-9595M. This method uses ultrafiltration (UF) in stirred cells followed by polysaccharide detection in the retentate by the phenol-sulfuric acid method. The UF method was compared with a conventional method based on ethanol extraction, dialysis, protein removal by trichloroacetic acid (TCA) and freeze-drying. EPS production during pH-controlled batch fermentations in basal minimum medium, whey permeate (WP). and whey permeate supplemented with yeast extract, minerals and Tween-80 (SWP) was determined by the new UF and conventional methods. EPS recovery by the new method ranged from 83% to 104% for EPS added in the concentration range 40-1,500 mg/l in 0.1 M NaCl solution or culture medium. The UF method was rapid (8 h), accurate and simple, and required only a small sample volume (1-5 ml). A very high maximum EPS production was measured in SWP by both the UF and conventional methods (1,718 and 1,755 mg/l).     

低能离子束修饰蛹虫草菌株高产虫草素

虫草素具有抗肿瘤、免疫调节、抗炎等多种功效。为了更好地开发蛹虫草资源,选择合适剂量的低能离子束注入蛹虫草,优化虫草素的提取工艺条件,采用紫外分光光度法检测注入前后菌株中虫草素的含量。结果表明:最佳注入剂量为2.60×1015ions/cm2,虫草素最佳的微波-超声波提取工艺为:乙醇浓度70%,提取功率200W,提取时间110s,料液比1:240。选育出虫草素含量较高的15株菌株,最高含量达(11.924±0.063)mg/g,比原始菌株增长了近30%。     

Factors affecting mycelial biomass and exopolysaccharide production in submerged cultivation of Antrodia cinnamomea using complex media

Submerged cultures were used to identify growth-limiting nutrients by Antrodia cinnamomea strains. The mycelial biomass and EPS production by A. cinnamomea BCRC 35396 were markedly higher than other A. cinnamomea strains. A relatively high C/N ratio was favorable for both the mycelial growth (5.41 g/l) and EPS production (0.55 g/l); the optimum ratio was 40. The glucose was available utilized preferentially for mycelial growth, rather than for EPS production. Flushing the culture medium with nitrogen had a stimulating effect on both mycelial growth and EPS production. In addition, peptone, yeast extract and malt extract appeared to be important and significant component for EPS production. Phosphate ion, magnesium ion and thiamine were probably not essential for mycelial growth. By optimizing the effects of additional nutrition, the results showed that 5% (w/v) glucose, 0.8% (w/v) peptone, 0.8% (w/v) yeast extract, 0.8% (w/v) malt extract, 0.03% (w/v) KH2PO4, 0.1% (w/v) MgSO4 .7H2O and 0.1% (w/v) thiamine could lead to the maximum production of EPS (1.36 g/l).     

Exopolysaccharide production by Lactobacillus casei under controlled pH

Summary The exopolysaccharide (EPS) production and growth characteristics of Lactobacillus casei CRL 87 under pH control were studied. Maximum polymer synthesis (488 mg/l) and cell viability (2.4×10¹⁰ cfu/ml) occurred when L. casei was cultured at a constant pH of 6.0 and 30°C for 24 h. However, the optimum specific EPS production (3.9×10^-5 g EPS/g cell dry weigt) and EPS yield (4.3%) were found at a pH of 4.0.     

Agrobacterium tumefaciens-mediated transformation as a tool for insertional mutagenesis in medicinal fungus Cordyceps militaris

Cordyceps militaris is an insect-born fungus with various biological and pharmacological activities. The mutant library of C. militaris was constructed by improved Agrobacterium tumefaciens-mediated transformation (ATMT), for the ultimate identification of genes involved in isolate degeneration during fruiting body production. Successful transformation of C.?militaris JM4 by A. tumefaciens AGL-1 carrying vector pATMT1 was performed, with efficiency in the range of 30-600 transformants per 1×10(5) conidia. Acetosyringone (AS) supplement in C. militaris ATMT was not necessary during either precultivation or cocultivation. The transformation procedure was optimised based on the ratios between donor A. tumefaciens and recipient conidia, and pH value of cocultivation media. The integration of the hyg gene into C. militaris genome was determined by PCR and Southern blot analysis, suggesting that 67-88% resulting transformants in cultivation conditions with or without AS were inserted by T-DNA and 55-80% were single-copy. Special mutants with altered phenotypes and growth potentials were characterised. The efficient TAIL-PCR approach was established for identifying T-DNA flanking sequences from C. militaris mutants. The successful construction of the mutant library indicated the usefulness of this approach for functional genetic analysis in this important fungus.     

Production and characterization of exopolysaccharides from an enthomopathogenic fungus Cordyceps militaris NG3

Optimization of the submerged culture conditions for the mycelial growth and production of exopolysaccharide (EPS) from a newly isolated Cordyceps species (C. militaris NG3) was studied in flask cultures. The optimal temperature and initial pH for EPS production were 30 degrees C and 8.0, respectively. Sucrose (30 g/L) and corn steep powder (10 g/L) were the most suitable carbon and nitrogen source for both mycelial growth and EPS production. There was a distinguishable morphological changes in mycelium grown between organic and inorganic nitrogen sources. A smooth pellet growth with heavy hyphal thickness was observed in the medium containing organic nitrogen sources, whereas irregular pellets with less hairy region were formed in the medium containing inorganic nitrogen sources. More highly branched cells appearing in the medium of organic nitrogen sources seemed a favorable morphological form for both EPS production and mycelial growth. Under optimal culture conditions, the maximum concentrations of mycelial growth and EPS were 17.6 and 3.4 g/L in a 5-L stirred-tank fermenter. Four groups of EPSs (designated as Fr-I, Fr-II, Fr-III, and Fr-IV) were obtained from the culture filtrates by size exclusion chromatography (SEC), and their molecular characteristics were examined by a multiangle laser-light scattering (MALLS) and refractive index (RI) detector system. The weight-average molar masses of the Fr-I, Fr-II, Fr-III, and Fr-IV of EPS were determined to be 2.262 x 10(6), 3.348 x 10(5), 1.049 x 10(5), and 5.059 x 10(4) g/mol, respectively. All four EPSs showed very low polydispersity indices ranging from 1.00 to 1.18. The SEC/MALLS analysis revealed that the molecular shape of the Fr-I was a rigid sphere suspected to be an aggregate of complex polysaccharides, the Fr-II and Fr-III were nearly globular in shape, and the Fr-IV was an almost rodlike structure.     

Optimization of submerged culture conditions for the mycelial growth and exo-biopolymer production by Cordyceps militaris

AIMS: The objective of the present study was to determine the optimal culture conditions for exo-biopolymer production by Cordyceps militaris in shake flask culture. METHODS AND RESULTS: The optimal temperature and initial pH for both mycelial growth and exo-biopolymer production by Cordyceps militaris in shake flask culture were found to be 20 degrees C and 6.0, respectively. Sucrose (40 g x l(-1)) and corn steep powder (10 g x l(-1)) were the most suitable carbon and nitrogen source for both mycelial growth and exo-biopolymer production. CONCLUSION: Under optimal culture conditions, the maximum exo-biopolymer concentration in a 5-l jar fermenter indicated 10.3 g x l(-1), which was approximately three times higher than that in shake flask culture. SIGNIFICANCE AND IMPACT OF THE STUDY: This process can have a significant impact on the industrial scale when sucrose and corn steep powder were used as carbon and nitrogen source.     

Optimization of submerged culture condition for the production of mycelial biomass and exopolysaccharides by Agrocybe cylindracea

The optimization of submerged culture conditions and nutritional requirements was studied for the production of exopolysaccharide (EPS) from Agrocybe cylindracea ASI-9002 using the statistically based experimental design in a shake flask culture. Both maximum mycelial biomass and EPS were observed at 25 degrees C. The optimal initial pH for the production of mycelial biomass and EPS were found to be pH 4.0 and pH 6.0, respectively. Subsequently, optimum concentration of each medium component was determined using the orthogonal matrix method. The optimal combination of the media constituents for mycelial growth was as follows: maltose 80 g/l, Martone A-1 6 g/l, MgSO4 x 7H2O 1.4 g/l, and CaCl2 1.1 g/l; for EPS production: maltose 60 g/l, Martone A-1 6 g/l, MgSO4 x 7H2O 0.9 g/l, and CaCl2 1.1 g/l. Under the optimal culture condition, the maximum EPS concentration achieved in a 5-l stirred-tank bioreactor indicated 3.0 g/l, which is about three times higher than that at the basal medium.     

Effect of agitation intensity on the exo-biopolymer production and mycelial morphology in Cordyceps militaris

AIMS: The influence of agitation intensity on Cordyceps militaris morphology and exo-biopolymer production was investigated in a 5 litre stirred vessel using a six-blade Rushton turbine impeller. METHODS AND RESULTS: The mycelial morphology of C. militaris was characterized by means of image analysis, which included mean diameter, circularity, roughness and compactness of the pellets. The morphological parameters of the pellets grown under different stirring conditions were significantly different, which correspondingly altered exo-biopolymer production yields. CONCLUSIONS: The compactness of the pellets was found to be the most critical parameter affecting exo-biopolymer biosynthesis; more compact pellets were formed at 150 rev min(-1) with maximum exo-biopolymer production (15 g l(-1)). SIGNIFICANCE AND IMPACT OF THE STUDY: The results of this study suggest that morphological change of pellets is a good indicator for identifying the cell activity for exo-biopolymer production.     

Exopolysaccharide production during batch cultures with free and immobilized Lactobacillus rhamnosus RW-9595M

AIMS: Exopolysaccharides (EPS) were produced by Lactobacillus rhamnosus RW-9595M during pH-controlled batch cultures with free cells and repeated-batch cultures with cells immobilized on solid porous supports (ImmobaSil). METHODS AND RESULTS: Cultures were conducted in supplemented whey permeate (SWP) medium containing 5 or 8% (w/w) whey permeate. For free-cell batch cultures in 8% SWP medium, very high maximum cell counts (1.3 x 10(10) CFU ml(-1)) and EPS production (2350 mg l(-1)) were measured. A high EPS production (1750 mg l(-1)) was measured after four cycles for a short incubation period of only 7 h. Several methods for immobilized biomass determination based on analysis of biomass components (proteins, ATP and DNA) were tested. The DNA analysis method proved to be the most appropriate under these circumstances. This method revealed a high maximum immobilized biomass of 8.5 x 10(11) CFU ml(-1) support during repeated immobilized cell cultures in 5% SWP. The high immobilized biomass increased maximum EPS volumetric productivity (250 mg l(-1) h(-1) after 7 h culture) compared with free-cell batch cultures (110 mg l(-1) h(-1) after 18 h culture). CONCLUSIONS: High EPS productions were achieved during batch cultures of Lact. rhamnosus RW-9595M in SWP medium, exceeding 1.7 g EPS per litre. Repeated-batch cultures with immobilized cells resulted in increased EPS productivity compared with traditional free-cell cultures. SIGNIFICANCE AND IMPACT OF THE STUDY: The study clearly shows the high potential of the strain Lact. rhamnosus RW-9595M and immobilized cell technology for production of EPS as a functional food ingredient.     

蛹虫草金属硫蛋白分离纯化及性质研究

研究探讨锌离子胁迫下蛹虫草Cordyceps militaris金属硫蛋白的产生及性质。蛹虫草菌丝体以15g/L Zn2+在10L发酵罐中诱导培养56h后收集,产率为每升发酵液收集12.021g菌丝体（干重）,细胞破碎取上清液通过两次凝胶柱层析,冷冻干燥得到蛹虫草金属硫蛋白纯品。利用Bradford法进行蛋白质含量测定,用银饱和分析法结合原子吸收光谱（AAS）测定MT含量,发酵终点处金属硫蛋白含量为12.876mg/g菌丝体（湿重）。用电喷雾质谱法测得金属硫蛋白的分子量为7 390Da,用Ellman’s方法和火焰原子吸收法分别测得每分子蛋白质含有14个巯基、结合5个Zn原子。氨基酸组成分析结果显示,每分子蛋白质共含57个氨基酸,其中含有13个半胱氨酸,疏水氨基酸占29.8%,且含有组氨酸。以上表明,研究中的蛹虫草金属硫蛋白与哺乳动物金属硫蛋白结构差异较大,但与酵母菌金属硫蛋白结构组成类似。     

Growth and exopolysaccharide production during free and immobilized cell chemostat culture of Lactobacillus rhamnosus RW-9595M

AIMS: Biomass and exopolysaccharide (EPS) production were studied during chemostat cultures in whey permeate medium with Lactobacillus rhamnosus RW-9595M-free cells and cells immobilized on solid porous supports (ImmobaSil). METHODS AND RESULTS: A continuous culture with free cells was conducted for 9 days at dilution rates (D) between 0.3 and 0.8 h(-1) in yeast extract (YE)/mineral supplemented whey permeate. Maximum EPS production (1808 mg l(-1)) and volumetric productivity (542.6 mg l(-1) h(-1)) were obtained for a low D of 0.3 h(-1). A continuous fermentation in a two-stage bioreactor system, composed of a first stage with immobilized cells and a second stage inoculated with free cells produced in the first reactor, was carried out for 32 days. The influence of YE concentration, temperature and dilution rate, and their interactions on biomass, EPS and lactic acid production was investigated. A statistically significant model was found only for lactic acid production. Marked cell morphological and physiological changes led to the formation of very large cell-containing aggregates and a low mean soluble EPS production (138 mg l(-1)). Aggregate volumetric productivity of the two-stage system varied between 5.7 and 49.5 g l(-1) h(-1) for different fermentation conditions and times. Aggregates contained a very high biomass concentration, estimated at 74% of aggregate dry weight by nitrogen analysis and 4.3 x 10(12) CFU g(-1) by a DNA extraction method and a high nonsoluble polysaccharide content (14.2%). At age 24 days, insoluble EPS concentration and volumetric productivity were 1250 mg l(-1) and 2240 mg l(-1) h(-1) respectively. The physiological changes were shown to be reversible when cells were incubated during three successive batch cultures. CONCLUSIONS: EPS production and volumetric productivity during continuous free-cell chemostat cultures with L. rhamnosus RW-9595M are among the highest values reported for lactobacilli in literature. Immobilization and continuous culture resulted in low soluble EPS production and large morphological and physiological changes of L. rhamnosus RW-9595M, with formation of macroscopical aggregates mainly composed of biomass and nonsoluble EPS. SIGNIFICANCE AND IMPACT OF THE STUDY: This is the first study on continuous EPS production by immobilized LAB. Immobilization and culture time-induced cell aggregation and could be used to produce new synbiotic products with very high viable cell and EPS concentrations.     

Enhanced production of exopolysaccharides by fed-batch culture of Ganoderma resinaceum DG-6556

The objectives of this study were to optimize submerged culture conditions of a new fungal isolate, Ganorderma resinaceum, and to enhance the production of bioactive mycelial biomass and exopolysaccharides (EPS) by fed-batch culture. The maximum mycelial growth and EPS production in batch culture were achieved in a medium containing 10 g/l glucose, 8 g/l soy peptone, and 5 mM MnCl(2) at an initial pH 6.0 and temperature 31 degrees C. After optimization of culture medium and environmental conditions in batch cultures, a fed-batch culture strategy was employed to enhance production of mycelial biomass and EPS. Five different EPS with molecular weights ranging from 53,000 to 5,257,000 g/mole were obtained from either top or bottom fractions of ethanol precipitate of culture filtrate. A fed-batch culture of G. resinaceum led to enhanced production of both mycelial biomass and EPS. The maximum concentrations of mycelial biomass (42.2 g/l) and EPS (4.6 g/l) were obtained when 50 g/l of glucose was fed at day 6 into an initial 10 g/l of glucose medium. It may be worth attempting with other mushroom fermentation processes for enhanced production of mushroom polysaccharides, particularly those with industrial potential.