Abstract
BACKGROUND
Since available arable land is limited and nitrogen fertilizers pollute the environment, cropping systems ought to be developed that do not rely on them. Here we investigate the rapidly growing, N2‐fixing Azolla/Nostoc symbiosis for its potential productivity and chemical composition to determine its potential as protein feed.
RESULTS
In a small production system, cultures of Azolla pinnata and Azolla filiculoides were continuously harvested for over 100 days, yielding an average productivity of 90.0–97.2 kg dry weight (DW) ha−1 d−1. Under ambient CO2 levels, N2 fixation by the fern's cyanobacterial symbionts accounted for all nitrogen in the biomass. Proteins made up 176–208 g kg−1 DW (4.9 × total nitrogen), depending on species and CO2 treatment, and contained more essential amino acids than protein from soybean. Elevated atmospheric CO2 concentrations (800 ppm) significantly boosted biomass production by 36–47%, without decreasing protein content. Choice of species and CO2 concentrations further affected the biomass content of lipids (79–100 g kg−1 DW) and (poly)phenols (21–69 g kg−1 DW).
CONCLUSIONS
By continuous harvesting, high protein yields can be obtained from Azolla cultures, without the need for nitrogen fertilization. High levels of (poly)phenols likely contribute to limitations in the inclusion rate of Azolla in animal diets and need further investigation. © 2018 The Authors. Journal of the Science of Food and Agriculture published by John Wiley & Sons Ltd on behalf of Society of Chemical Industry.
Keywords: Azolla, growth, feed, protein, lipids, polyphenols
INTRODUCTION
The human population is expected to grow to 9 billion by 2050.1, 2, 3 Additionally, increasing wealth will generate a greater demand for meat and dairy products,3, 4 which require a 3.2‐ to 40‐fold input of plant protein to produce, hence further increasing the pressure on global food supply.5
Here we consider floating freshwater ferns from the genus Azolla as an alternative crop for the production of protein feed. While species diversity was higher in episodes in the geologic past,6 the genus Azolla today consists of seven species worldwide7 that thrive in tropical to temperate regions of the world.8, 9, 10 Azolla ferns exhibit high relative growth rates (RGRs) when grown individually on an open water surface, i.e. not competing for light. RGRs of over 0.5 d−1, or biomass doubling times of less than 2 days have been reported – much higher than generally encountered in land plants.11, 12 A unique feature of Azolla ferns is that they host nitrogen (N2)‐fixing cyanobacteria, Nostoc azollae, in the cavities of their leaves.13, 14, 15 These phototrophic symbionts fix N2 during the day and likely release it as NH4 + in the leaf cavities to be taken up by the ferns.16, 17 Nitrogen fixation by N. azollae of 0.15–0.17 mg N h−1 per gram of dry biomass is remarkably high compared to 0.08 mg N h−1 per gram of dry biomass fixed by Rhizobia residing in the root nodules of soybean (Glycine max).16, 18 Effectively, the N. azollae symbiont is capable of supplying all the nitrogen (1100–1200 kg N ha−1 per year) required for the fern's rapid growth.16, 19
As a result of their high growth and N2 fixation rates, Azolla ferns have been used as a bio‐fertilizer in rice paddies in south‐east Asia for several centuries.7 Using Azolla as bio‐fertilizer increases the sustainability of rice cultivation by reducing fertilizer requirement as well as reducing nitrogen and greenhouse gas (GHG) emissions from rice paddies.20, 21, 22 However, a direct use of Azolla biomass for feed production may provide more environmental benefits as well as economic value to farmers, but is not yet common on a large scale.
Azolla is of interest as a protein feed due to the high protein content of its biomass, which was reported to be between 200–400 g kg−1 of the dry weight (DW).23, 24, 25, 26, 27 Azolla biomass was further reported to contain 79–160 g kg−1 lipids, which may contribute to the gross energy of whole Azolla feed, while also containing up to 50 g kg−1 (poly)phenolic compounds, of which condensed tannins in particular may decrease the digestibility of Azolla feed.28, 29, 30, 31, 32, 33, 34, 35, 36, 37 The large variation between the chemical compositions reported in these studies suggests that the strains and growth conditions used will not only determine the quantity but also the feed quality of Azolla biomass produced. Since the relevant output of a farming system is the product of quantity and quality, simultaneous analysis of biomass productivity and chemical composition is needed to determine the potential for growing Azolla for protein feed.
The growth of Azolla has generally been characterized as relative growth rates (RGRs). RGRs, however, cannot be extrapolated to the productivity per surface area of a farming system since RGRs represent exponential growth in a situation where surface area is not limiting and no inter‐ and intra‐species competition for light and nutrients occurs. Additionally, most studies on Azolla's chemical composition and/or feeding value have not used Azolla biomass obtained from productive cultures, or did not report biomass productivity data of the plants analyzed.
Hence the aim of this study was to analyze Azolla's biomass productivity and associated chemical composition in a small production system to assess its potential as a protein feed for various animal species. We therefore investigate two Azolla species that differ in habitat and genetic makeup, i.e. A. filiculoides growing in temperate climates in Europe and A. pinnata growing in tropical climates in Asia and Australia. We first perform growth curve analyses for the two species to obtain key growth parameters, which are subsequently used to design a small production system in which cultures are continuously harvested over long time periods. This production system is then used to estimate yield potential for each species and to investigate the effect of elevating CO2 (to 800 ppm) as a means to boost productivity while recycling CO2 waste streams. Lastly, protein, amino acid, crude lipid and total (poly)phenol contents were determined for both species grown under ambient and elevated CO2 and are discussed in relation to the application of Azolla biomass as feed.
METHODS
Growth conditions
Azolla filiculoides and A. pinnata were obtained from the International Rice Research Institute under accession numbers 1052 and 534, respectively. Plants were grown in a growth room with the following conditions: average photosynthetic flux density 300 µmol m−2 s−1 for a 16 h light period. Light was provided by fluorescent tubes and incandescent lamps. Unless mentioned otherwise, day temperature was set at 23 °C and night temperature at 20 °C, resulting in an average daytime water and air temperature (1 cm above the canopy) of 24.8 and 24.6 °C, respectively. Average night‐time temperature of water and air were 23.3 and 21.1 °C, respectively.
For growth curve analysis, plants were grown in aerated 30 L containers with a surface area of 1505 cm2 containing a non‐limiting nutrient solution including macronutrients: 2 mmol L−1 KNO3, 0.34 mmol L−1 Ca(NO3)2.4H2O, 0.42 mmol L−1 KH2PO4 and 0.21 mmol L−1 MgSO4.7H2O; and trace elements: 3.6 µmol L−1 Fe‐EDTA, 3.6 µmol L−1 MnSO4.H2O, 0.16 µmol L−1 Na2Mo4.2H2O, 13.4 µmol L−1 H3BO3, 0.10 µmol L−1 CuSO4.5H2O and 0.53 µmol L−1 ZnSO4.5H2O. The solution was replaced every 2 weeks; pH varied between 6 and 7, and when necessary pH was adjusted using H2SO4. The CO2 concentration in the growth room was maintained at ambient concentrations (400–450 ppm). Each container was divided into 15 compartments using a Plexiglas construction. In each compartment two plants were inserted. Twice a week one randomly chosen compartment, per species and per container (n = 6) was harvested. Plants were oven dried for 72 h at 35 °C and subsequently their dry weight was determined. In the analysis two growth phases were distinguished: exponential growth and linear growth. Plant growth, as dry weight, was modelled by
(1) |
(2) |
Where Eqn (1) follows from the definition of RGR: t (dy/dt)·(1/y) = time (days), te → l = time point when the growth phase shifts from exponential to linear phase (days), yt = standing crop at time t (kg ha−1), y0 = standing crop at the start of the experiment (kg ha−1), RGR = relative growth rate (per day, d−1), b = standing crop at the start of the linear growth phase (kg ha−1) and AGR = absolute growth rate (kg ha−1 d−1).
For the harvest experiment, A. filiculoides and A. pinnata were grown indoors using 30 L containers similar to the growth analysis experiment (n = 5 for each species). The net surface area of each container was 1495 cm2. At the start of the experiment the surface was fully covered. Twice a week, 33% of the surface area was harvested. The growth medium was changed to better fit plant requirements and included macronutrients: 0.7 mmol L−1 KNO3, 0.1 mmol L−1 Ca(NO3)2.4H2O, 0.13 mmol L−1 KH2PO4 and 0.1 mmol L−1 MgSO4.7H2O; and trace elements: 4.7 µmol L−1 Fe‐EDTA, 2.2 µmol L−1 MnSO4.H2O, 0.1 µmol L−1 Na2Mo4.2H2O, 8.1 µmol L−1 H3B3, 0.06 µmol L−1 CuSO4.5H2O and 3.1 µmol L−1 ZnSO4.5H2O. The complete 30 L solution was replaced every 2 weeks; in between these periods, medium concentrate was supplied to 1× concentration every 3.5 days. CO2 concentration in the growth room were maintained either at ambient level (400–450 ppm) or elevated level (800 ppm). Harvested biomass was oven dried for 72 h at 35 °C, weighed and stored until further analyses.
Nitrogen and phosphorus concentrations
Nitrogen and phosphorus concentration in the growth medium were analyzed during the harvest experiments at ambient CO2, using a DR 5000 analyzer (Hach Lange, Manchester, UK). Shortly after the solution was replaced, aliquots of the solution were taken from each container and analyzed for nitrate‐N and ortho‐P concentrations. The same procedure was followed 3 days later shortly before harvest of 33% of the surface area. After harvesting, water samples were taken and fresh nutrients were added as described above. This provided data for nutrient depletion over the course of three harvest intervals.
Biomass nitrogen and amino acid analysis
The oven‐dried plant material was frozen in liquid nitrogen, ground and subsequently freeze dried. Total biomass nitrogen was analyzed in all growth replicates using the Dumas method (according to ISO 16634‐1 analytical standard) and total amino acid analyses were performed according to the Ph. EUR 2.2.56 analytical standard (Silliker, Mérieux NutriSciences, Ede, Netherlands).38, 39 Briefly, amino acid analysis was performed in triplicate and using three different methods: (i) acid hydrolysis for most of the amino acids; (ii) oxidation followed by acid hydrolysis for cysteine and methionine; (iii) alkaline hydrolysis for tryptophan. Amino acids in acid hydrolysates were determined using ion‐exchange liquid chromatography with post‐column Ninhydrin derivatization and photometric detection (BiochromAAA) and Li‐citrate and Na‐citrate buffer system elution. Tryptophan was quantified by reversed‐phase high‐performance liquid chromatography. Amino acids were expressed as milligrams per gram of total amino acids (AA). Protein concentrations were estimated by correcting total AA for the gain of a water molecule during hydrolysis.
Crude lipid and total phenol analysis
The oven‐dried plant material was ground using a Retsch ZM200 grinder equipped with a 1 mm sieve. One gram of material was used for dry weight determination after further oven drying at 105 °C for 24 h, followed by 1 h cooling in a desiccator with activated silica. The remainder of the material was Soxhlet extracted with a 7.5:1 dichloromethane–methanol solution for 24 h with a water bath temperature of 80 °C.30 The collected extracts were dried using a rotary evaporator and weighed to determine the amount of ‘crude lipids’.
After Soxhlet extraction plant residues were collected and dried. Total phenol was determined in triplicate after extraction of 100 mg biomass with 10 mL water–acetone (30:70, v/v) for 24 h at 20 °C using the Folin–Ciocalteu assay in two technical replicates.40 Tannic acid was used as the calibration standard. Literature data, used for comparison, presented in gallic acid equivalents, were converted to tannic acid equivalents according to the relative reactivity with the Folin–Ciocalteu reagent.41
Statistical analysis
Statistical analyses were performed using the IBM SPSS 20 statistics software package. For comparing growth rates, lipid concentrations and total phenol concentrations between species or CO2 treatments a standard homoscedastic, two‐tailed t‐test was used. For determining the effect of species and CO2 treatment on protein and amino acid content, a two‐way analysis of variance (ANOVA) was performed followed by Fisher's LSD post hoc test. Differences were deemed significant for a P‐value below 0.05.
RESULTS AND DISCUSSION
Growth curve analyses
Growth was exponential for the first 8 days for both species (R 2 = 0.999 for A. filiculoides and R 2 = 1.000 for A. pinnata), then shifted to linear 8–12 days after the start of the experiment, when cultures reached a standing crop, i.e. the total dry weight biomass present on the surface area, between 300 and 600 kg ha−1 (Fig. 1). Growth remained linear at least until a standing crop of 1800 kg ha−1.
Figure 1.
Growth curve analyses. Standing crop as dry weight (DW) over time is given for growth curve analysis of A. filicuoides (a) and A. pinnata (b) cultures. Data points are averages with standard deviations (n = 6).
Relative growth rates (RGR) calculated over the first three time points in Fig. 1 representing the exponential growth phase were 0.337 ± 0.078 d−1 for A. filiculoides and 0.317 ± 0.034 d−1 for A. pinnata (non‐significant difference) and were within the range 0.12–0.5 d−1 previously reported.11, 24, 42, 43, 44, 45, 46 RGRs obtained compared with those from the macrophytes Salvinia natans (0.28 d−1)47 and Eichhornia crassipes (0.23 d−1),48 but were somewhat lower than those reported for duckweeds Wolffiella hyaline (0.52 d−1) and Lemna gibba (0.50 d−1).49 The high RGRs reflect the ability of Azolla plants, and other floating macrophytes, to expand horizontally on the surface, avoiding competition as long as the surface is not fully covered, in contrast to the vertical growth of land plants, for which competition for light starts shortly after emergence.50
However, by definition, the highest growth per unit of surface area is not obtained in the exponential growth phase but in the linear growth phase, as the slope of standing crop versus time reaches is maximum (Fig. 1 ). Hence, when considering Azolla species for their potential biomass yields, absolute growth rates (AGR) relative to production surface needed to be considered instead of RGRs. AGRs were at a maximum during the linear growth phase when increases of 119 ± 14 kg dry weight (DW) ha−1 d−1 and 111 ± 7 kg DW ha−1 d−1 were determined for A. filiculoides and A. pinnata respectively (Fig. 1). Growth rates of the two species did not differ significantly (P < 0.05) from each other.
Continuous harvest experiment
Based on the growth analyses a small production system was designed. By continuously harvesting a part of the cultivation area, plants were kept within the linear growth phase to maximize productivity. Theoretically, the harvesting period and harvest area can be chosen freely as long as standing crop remains in the linear growth phase before and after harvest, whereas each combination of harvest period and area will result in a different equilibrium standing crop, but identical yields.
This concept was tested by maintaining cultures of A. filiculoides and A. pinnata for over 100 days, while harvesting 33% of the surface area twice a week. Azolla filiculoides cultures equilibrated at around 1000 kg ha−1 before harvest and 670 kg ha−1 after harvest (Fig. 2a). Azolla pinnata cultures reached a lower equilibrium, i.e. 900 kg ha−1 before harvest and 600 kg ha−1 after harvest (Fig. 2b). For both, the equilibrium in standing crop was reached later than expected due to perturbations caused by delaying two harvests at days 27 and 67. However, at all time points, the standing crop remained within the linear phase defined in the growth analyses.
Figure 2.
Continuous harvest experiments in controlled conditions. Standing crop DW is given before (circle) and after (diamond) harvest of A. filicuoides (a) and A. pinnata (b) cultures. Data points are averages with standard deviations (n = 5).
We therefore conclude that continuous harvesting can be used to maintain cultures in the linear growth phase and to obtain predictable biomass yields under controlled conditions.
Nutrient input during indoor harvest experiment
Monitoring nitrogen and phosphate nutrients in the medium during indoor growth experiments revealed that phosphate was, as expected, depleted during growth and replenished when adding nutrients. The nitrate in the medium, however, was not depleted and as a consequence increased stepwise, reaching 3.4 mmol L−1 after 2 weeks (Fig. 3). The N2‐fixing symbiont N. azollae apparently provided all nitrogen incorporated in both species, and nitrate concentrations up to 3.4 mmol L−1 did not inhibit N2 fixation. Previously, addition of 4 mmol L−1 nitrate resulted in increased nitrate reductase activity in A. filiculoides and a small increase in growth and biomass nitrogen content, but nitrate uptake was not quantified in this study.16 In A. pinnata 80–97% of the N incorporated into the biomass was shown to derive from N2 fixation at 1 mmol L−1 NO3.45 However, at concentrations of nitrate and, especially, ammonium above 5 mmol L−1, N2 fixation was inhibited in Azolla ferns.51 Hence the lack of nitrate uptake observed here may be restricted to low (<4 mmol L−1) nitrate concentrations. Results indicate that Azolla ferns have particular potential for production systems without N fertilizer, consistent with their long‐established use as bio‐fertilizers in rice paddy fields.7, 52
Figure 3.
Nutrient use of A. filiculoides (a) and A. pinnata (b) under continuous harvest conditions. Nitrate (black lines) and phosphate (grey lines) concentrations in the medium over a monitoring period of 11 days during the ambient CO2 experiment. Data points are averages with standard deviations (n = 3).
Biomass yields in ambient and elevated CO2
The cumulative harvested biomass from the indoor experiments is depicted in Fig. 4. Harvested biomass accumulated linearly over time, yielding 97.2 ± 4.0 kg DW ha−1 d−1 and 90.0 ± 6.2 kg DW ha−1 d−1 for A. filiculoides and A. pinnata respectively (no significant difference, P‐value = 0.058). These yields were somewhat lower than expected from the growth analysis, which could be attributed to changes made to the growth media and/or increased stress due to frequent handling and introduction of competing algae and/or pathogens when cultures are maintained over a long time period.
Figure 4.
Biomass yields of A. filiculoides (a) and A. pinnata (b) under continuous harvest conditions. Cumulative harvest in dry weight (DW) for ambient (red) and elevated (800 ppm) CO2 conditions (green). Data points are averages with standard deviations (n = 5).
The only previously reported continuous harvest pilot using Azolla, carried out over 154 days in outdoor ponds recycling chicken farm waste in Colombia, reached similar productivities (107 kg DW ha−1 d−1).53 Compared to crops grown on arable land, the biomass productivity of Azolla was not exceptionally high: maximum biomass increases for Zea mays and Brassica napus of over 200 kg DW ha−1 d−1 have been observed.54, 55 The high growth rates of these crops, however, are restricted to vegetative growth after seedling establishment. In contrast, Azolla ferns exhibit continuous, rapid vegetative growth as long as they are regularly harvested and given sufficient nutrients.
The possibility that productivity could be increased further by adding CO2 was tested by elevating CO2 concentrations in the growth chamber to 800 ppm, while keeping all other environmental factors constant. Again, harvested biomass accumulated linearly over the 40 days tested; the productivities, however, increased to 132.4 ± 4.0 kg DW ha−1 d−1 for A. filiculoides and 132.3 ± 5.4 kg DW ha−1 d−1 for A. pinnata (Fig. 4), corresponding to a significant increase of 36% and 47% for A. filiculoides and A. pinnata respectively. This yield increase was lower than observed for ferns growing exponentially in batch experiments (50%), but still provides a case for adding CO2 to production systems.45
Nitrogen and protein content in Azolla biomass
Total nitrogen and amino acid (AA) contents were measured in the biomass of A. filiculoides and A. pinnata, obtained from the indoor harvest experiments. Nitrogen concentrations in Azolla biomass varied between 37 and 41 g kg−1 DW (Table 1). The sum of amino acids (AA) ranged from 208 to 244 g kg−1 DW and the AAs contained 82–88% of the total nitrogen in the biomass. Protein concentration was estimated at 176–208 g kg−1 DW (Table 1). The ratio of protein concentration over nitrogen concentration in AAs ranged from 5.6 to 5.7. Since a considerable fraction of the nitrogen was not incorporated into amino acids, the overall ratio between protein and total nitrogen in the biomass was calculated at 4.9–5.0. The simplified estimation of crude protein by multiplying total nitrogen with 6.25 is therefore unsuitable for Azolla biomass, which has also been reported for leaves of Nigerian crops (3.24–5.17), duckweed (4.8), water hyacinth (4.6), and Ulva lactuca (4.6).56, 57, 58 In Azolla, the additional nitrogen may be present as inorganic nitrogen, such as ammonium in the leaf pockets, or as nitrogen‐containing organic compounds other than amino acids.59
Table 1.
Average concentrations of nitrogen (n = 6), total amino acids (AA) and protein (n = 3) (as % of dry weight) and derived ratios for A. filiculoides and A. pinnata grown at ambient and elevated CO2 (800 ppm)
Concentration, g kg−1 dry weight | ||||
---|---|---|---|---|
Ambient CO2 | Elevated CO2 | |||
A. filiculoides | A. pinnata | A. filiculoides | A. pinnata | |
Total nitrogen | 40 ± 3a | 37 ± 3b | 41 ± 2a | 37 ± 1b |
Total AA | 227 ± 21a | 205 ± 19b | 243 ± 15a | 212 ± 3b |
AA nitrogen | 35 ± 5a | 31 ± 3b | 36 ± 2a | 32 ± 0b |
Non‐AA nitrogen | 4 ± 1a | 5 ± 1a | 6 ± 1a | 06 ± 01a |
Protein estimate | 195 ± 18a | 176 ± 16b | 208 ± 13a | 182 ± 03b |
Ratio of protein:AA nitrogen | 5.6 ± 0.9a | 5.7 ± 0.7a | 5.8 ± 0.5a | 5.7 ± 0.1a |
Ratio of protein:total nitrogen | 4.9 ± 0.1a | 4.9 ± 0.1a | 5.0 ± 0.1a | 4.9 ± 0.1a |
Letters after entries indicate significant differences (P < 0.05), based on a two‐way ANOVA.
Statistical analyses indicated that A. filiculoides contained significantly more nitrogen and protein (P < 0.05) than A. pinnata. This significant difference also held for the total AA and AA nitrogen, while the amount of non‐AA nitrogen was similar across species and treatments. Increasing CO2, although increasing growth rates, did not lead to a decrease in nitrogen, nor in protein content. Hence net nitrogen assimilation increases significantly under elevated CO2 (800 ppm). Increased nitrogen fixation under elevated CO2 has been reported in the N2‐fixing legumes Galactia elliottii and Medicago sativa, which was attributed to increased transport of photosynthates to the nodules.60, 61, 62 Alternatively, increased CO2 may have directly increased N2 fixation by cyanobacteria in the fern leaf cavities. This is in line with previous studies wherein, firstly, nitrogenase activity increased 2.6‐fold when the cyanobacterium Anabaena fertilissima was grown at 60 000 ppm CO2 compared to ambient CO2 and, secondly, 900 ppm CO2 increased nitrogen fixation rates 1.5‐ to 3‐fold compared to ambient CO2 in the marine cyanobacterium Trichodesmium.63, 64 Still, experiments carried out here did not rule out enhanced nitrate uptake at elevated CO2. Irrespective, the addition of waste CO2 from industry, electricity or heat generation to an Azolla production system is thus expected to boost biomass productivity with no reduction of protein content.
Based on the productivities obtained in this study, annual yields of 32.8–35.5 t DW ha−1 per year and 48.3 t DW ha−1 per year can be expected from a fully controlled indoor production system using ambient CO2 and 800 ppm CO2 concentrations, respectively. Depending on the species, the annually harvested biomass contains 6.8–7.9 t protein ha−1 per year for a controlled system at ambient CO2 and 10.3–11.8 t protein ha−1 per year at elevated CO2.65 The most established protein crop, soybean (Glycine max), can yield 2 t protein ha−1 per year in subtropical regions, but only fixes 50% of the organic nitrogen exported from the field as seed.66 Legumes used for protein feed in Europe, while yielding 15–21 t DW ha−1 per year or 2.2 t N ha−1 per year, still require at least 150 kg N fertilizer ha−1 per year.67, 68 Hence the major advantage of Azolla over established crops derives from the combination of no N input, no requirement for arable land and high yields.
Azolla biomass amino acid profile suits feed applications
In feeding trials Azolla could be included in diets at rates of 10% for poultry, 15% for sows and 25% for tilapia fish, but higher inclusion rates negatively affected animal weight and overall digestibility, meaning that commercial soybean meal or fish feed could not be fully replaced by Azolla.25, 26, 53, 69 The amino acid composition of Azolla was previously suggested to limit the inclusion rate.25, 65 To determine whether the Azolla biomass obtained from the continuous harvest system described here was suitable as a source of feed, we analyzed individual amino acids for all species and treatments. Although concentrations of several individual amino acids differed between species and CO2 treatment, differences were small (<10%) (Table 2). Noteworthy exceptions include concentrations of tryptophan and alanine, which increased by 18% and 17% when A. filiculoides was grown in elevated versus ambient CO2 concentrations. Concentrations of cysteine and histidine in A. filiculoides decreased by 14% and 11%, respectively, in ferns grown at elevated versus ambient CO2 (Table 2).
Table 2.
Amino acid concentrations in biomass of A. filiculoides and A. pinnata grown under ambient and elevated (800 ppm) CO2 concentrations (n = 3)
Amino acid concentration, g total amino acids kg−1 dry weight | ||||
---|---|---|---|---|
Ambient CO2 | Elevated CO2 | |||
Amino acid | A. filiculoides | A. pinnata | A. filiculoides | A. pinnata |
Arginine (Arg) | 69.5 ± 5.2b | 66.9 ± 4.7b | 71.4 ± 7.3a | 69.7 ± 1.4b |
Histidine (His) | 21.4 ± 1.9b | 18.9 ± 1.1b | 21.7 ± 1.7a | 21.6 ± 0.3b |
Isoleucine (Ile) | 50 ± 4.2a | 51.8 ± 3.4a | 49.7 ± 5.6b | 50.2 ± 0.9a |
Leucine (Leu) | 88.6 ± 8.1ab | 88.1 ± 5.5b | 90.3 ± 9.5a | 92.2 ± 1.5c |
Lysine (Lys) | 57.6 ± 6.0b | 54.2 ± 3.3a | 55.2 ± 6.9a | 53.6 ± 0.5a |
Methionine (Met) | 18.1 ± 0.6a | 19.2 ± 1.5a | 19.1 ± 1.2a | 19.5 ± 0.5a |
Phenylalanine (Phe) | 59.2 ± 5.4b | 54.2 ± 2.8b | 59.4 ± 5.8a | 58.9 ± 0.8b |
Threonine (Thr) | 50.8 ± 4.9b | 53.2 ± 3.3a | 49.1 ± 4.3c | 50.7 ± 0.8b |
Tryptophan (Trp) | 15.5 ± 1.0a | 18.3 ± 0.9bc | 17.2 ± 1.0c | 16.6 ± 0.5ab |
Valine (Val) | 60.3 ± 5.2a | 60.4 ± 3.5a | 60.3 ± 6.3a | 60.3 ± 0.8a |
Alanine (Ala) | 63.7 ± 5.9a | 74 ± 5.5b | 69.3 ± 6.0d | 71.6 ± 1.4c |
Aspartic acid (Asp) + Asparagine (Asn) | 104 ± 8.2b | 104 ± 6.5a | 99.6 ± 8.4b | 101 ± 1.8a |
Cysteine (Cys) | 11.6 ± 0.3b | 9.98 ± 0.5b | 11.8 ± 0.6a | 11.2 ± 0.1b |
Glutamic acid (Glu) + Glutamine (Gln) | 144 ± 18.2b | 137 ± 7.4a | 137 ± 9.8ab | 131 ± 2.0a |
Glycine (Gly) | 54.9 ± 4.6a | 55.2 ± 3.1a | 55.2 ± 5.3a | 55.5 ± 0.6b |
Proline (Pro) | 42.9 ± 4.2a | 42.6 ± 2.4b | 45.6 ± 5.3a | 45 ± 0.3b |
Serine (Ser) | 49 ± 4.6a | 51.6 ± 3.4b | 50.3 ± 4.3c | 51.8 ± 0.8c |
Tyrosine (Tyr) | 38.9 ± 3.9ab | 40.8 ± 3.0a | 38.3 ± 4.0c | 39.7 ± 1.1bc |
Letters after entries indicate significant differences (P < 0.05), based on two‐way ANOVA and Fisher's LSD post hoc test.
Compared to soybean meal, Azolla contained a higher proportion of all essential amino acids except for histidine (Fig. 5a). Histidine is, however, not the limiting amino acid in many feeds (Fig. 5b). For Nile tilapia and chicken the sulfur containing AA (SAA) were limiting (Fig. 5b). Levels of methionine were 68–72% of the level recommended for Nile tilapia and 91–97% of those for laying hens. Levels of combined methionine and cysteine equaled 92–95% of the recommended concentration for Nile tilapia, 77–79% of that for laying hens and 82–85% of that for broilers. For dairy cows, lysine (79–85%), methionine (91–97%) and threonine (93–102%) were slightly limiting (Fig. 5b). However, when compared to soybean meal, Azolla was superior because of its higher relative concentrations of methionine and threonine (Fig. 5a). As Becerra et al. reported, an improved composition of essential amino acids, including methionine and cysteine, was consistently seen in pig diets, of which 15–30% of soy protein was replaced by Azolla.53 Azolla essential amino acid composition, furthermore, met all requirements for growing pigs (50–88 kg) and adult humans (Fig. 5b).73, 74 We conclude that slight deficiencies in specific essential amino acids with respect to recommended levels for chicken, tilapia and dairy cows cannot explain the limited inclusion rate of Azolla biomass in feeding trials. To domesticate Azolla as a protein crop, therefore, other components affecting biomass digestibility need to be characterized, then either bred or extracted out.
Figure 5.
Essential amino acid (AA) concentrations in protein from Azolla compared to soybean (Glycine max) meal and their suitability for feed. (a) Ratios of the average AA concentration in Azolla species over the average of soybean meal, from three independent studies.70, 71, 72 The sum of sulfur‐containing amino acids (Sum SAA), the sum of the aromatic amino acids (Sum AAA) and the combinations of Phe+Tyr and Glyc+Ser are also compared. (b) Ratios of amino acid concentrations in Azolla over concentration minima required in food for humans and feed for pigs, dairy cows, laying hens, broilers and tilapia.73, 74, 75, 76, 77 Standard deviations indicate variation between Azolla biomass of both species and treatments.
Selecting species and growth conditions on (poly)phenol‐ and lipid content to improve biomass value
Suggested causes for lowering digestibility of Azolla biomass, other than AA composition, included high lignin and low energy content.25, 26, 53, 69 Lignin is, however, not present in Azolla, which instead contains (poly)phenolic tannins.35 These tannins likely decrease digestibility when binding to proteins upon digestion of the biomass.36, 37 Total soluble (poly)phenols and crude lipids were therefore measured in biomass harvested from A. filiculoides and A. pinnata grown at ambient and elevated CO2 levels (Fig. 6). Soluble (poly)phenol levels, assayed as tannic acid equivalents per unit of dry weight, were very high (20.9–69.1 g kg−1; Fig. 6a) compared to foodstuff, such as fruits (1.47–6.22 g kg−1), beans (1.26–6.67 g kg−1) and nuts (0.56–19.2 g kg−1).41, 78, 79, 80, 81, 82 Soluble (poly)phenols were 3.3 times more abundant in A. pinnata, compared to A. filiculoides, reaching 69.1 g kg−1 DW (tannic acid equivalents) at ambient CO2 (Fig. 6a). Crude lipid yields represented roughly 100 g kg−1 DW when ferns of either species were grown at ambient CO2 (Fig. 6b). Hence, besides higher protein content, A. filiculoides contained fewer (poly)phenols than A. pinnata when grown at ambient CO2, making it a more suitable protein feed.
Figure 6.
Total phenol and crude lipid content in different Azolla species grown at different CO2 concentrations. Total phenol is expressed as milligrams of tannic acid (TA) equivalent (a) and lipids are measured by weight (b) in dry biomass of A. filiculoides (Af) and A. pinnata (Ap) grown under ambient (Ap‐A, Af‐A) and elevated (800 ppm) CO2 (Ap‐E, Af‐E). Data points are averages with standard deviations (n = 3). Asterisks indicate significant differences: *P‐value < 0.05; **P‐value < 0.01.
In A. pinnata, elevated CO2 altered neither lipids nor soluble (poly)phenols significantly. In A. filiculoides, however, elevated CO2 significantly decreased (0.78‐fold) crude lipid and increased (2.1‐fold) total soluble (poly)phenols (Fig. 6). Although adding CO2 increased protein yield in A. filiculoides, it reduced cysteine and lipid content and increased total (poly)phenol content, which may reduce gross energy and digestibility of the Azolla biomass. More research is needed to confirm the effects of polyphenol and lipid content on biomass digestibility.
CONCLUSIONS
Production systems using continuous harvesting allow us to obtain high biomass yields for A. filiculoides and A. pinnata, without use of nitrogen fertilizer. The high levels of protein and favorable amino acid content compared to soybean suit application of Azolla biomass as feed. The high content of (poly)phenols (up to 69 g kg−1 dry weight) is likely responsible for the reported limits in the inclusion rate of Azolla in the diet of animals. In terms of protein content and (poly)phenol content, A. filiculoides is a more suitable species for use as animal feed than A. pinnata. Our results show a clear case for combining Azolla cultivation with CO2 waste streams, as elevating CO2 concentrations to 800 ppm boosted productivity to 48.3 t DW ha−1 per year without loss in protein content. Increasing CO2 concentrations did increase (poly)phenol content and decreased lipid content. The effects of (poly)phenols on applications of Azolla as protein feed need further investigation. Breeding and selection for more favorable Azolla strains as well as bio‐refining to produce multiple value‐adding products likely will further enhance the value of an Azolla production chain.
ACKNOWLEDGEMENTS
We thank Niño Paul Meynard Banayo, Stephan Haefele and Inez Hortense Slamet‐Loedin from the International Rice Research Institute (IRRI, Philippines) for providing IRRI Azolla accessions. We further acknowledge funding from Climate KIC for the Pathfinder project AzoFaSt and financial support by the LPP foundation.
REFERENCES
- 1. United Nations , World population prospects: the 2015 revision, key findings and advance tables. Working Paper No. ESA/P/WP.241. 2015.
- 2. Lukovenkov AV, Belokurov VV and Varfolomeev SD, The stability and limits of human population growth. Moscow Univ Chem Bull 66:318–321 (2011). [Google Scholar]
- 3. Godfray HCJ, Beddington JR, Crute IR, Haddad L, Lawrence D, Muir JF et al, Food security: the challenge of feeding 9 billion people. Science 327:812–818 (2010). [DOI] [PubMed] [Google Scholar]
- 4. Speedy AW, Global production and consumption of animal source foods. J Nutr 133:4048S–4053S (2003). [DOI] [PubMed] [Google Scholar]
- 5. Shepon A, Eshel G, Noor E and Milo R, Energy and protein feed‐to‐food conversion efficiencies in the US. Environ Res Lett 11:105002 (2016). [Google Scholar]
- 6. Collinson ME, Smith SY, van Konijnenburg‐van Cittert JHA, Batten DJ, Refidaff C, Barke J et al, New observations and synthesis of paleogene heterosporous water ferns. Int J Plant Sci 174:350–363 (2013). [Google Scholar]
- 7. Wagner GM, Azolla: a review of its biology and utilization. Bot Rev 63:1–26 (1997). [Google Scholar]
- 8. Lumpkin TA and Plucknett DL, Azolla: botany, physiology, and use as a green manure. Econ Bot 34:111–153 (1980). [Google Scholar]
- 9. van Hove C, Azolla. Its Multiple Uses with Emphasis on Africa. Rome, FAO, (1989). [Google Scholar]
- 10. van Hove C and Lejeune A, The Azolla–Anabaena symbiosis. Biol Environ 102:23–26 (2002). [Google Scholar]
- 11. Maejima K, Kitoh S, Uheda E and Shiomi N, Response of 19 Azolla strains to a high concentration of ammonium ions. Plant and Soil 234:247–252 (2001). [Google Scholar]
- 12. van der Werf A, Geerts RHEM, Jacobs FHH, Korevaar H, Oomes MJM and De Visser W, The importance of relative growth rate and associated traits for competition between species during vegetation succession, in Inherent Variation in Plant Growth. Physiological Mechanisms and Ecological Consequences, ed. by Lambers H, Poorter H. and Van Vuuren MMI. Backhuys, Leiden, pp. 489–502 (1998). [Google Scholar]
- 13. Ran L, Larsson J, Vigil‐Stenman T, Nylander JAA, Ininbergs K, Zheng W et al, Genome erosion in a nitrogen‐fixing vertically transmitted endosymbiotic multicellular cyanobacterium. PLoS ONE 5:e11486 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14. Peters GA and Meeks JC, The Azolla–Anabaena symbiosis: basic biology. Annu Rev Plant Physiol Plant Mol Biol 40:193–210 (1989). [Google Scholar]
- 15. Dijkhuizen L, Brouwer P, Bolhuis H, Reichart G‐J, Koppers N, Huettel B et al, Is there foul play in the leaf pocket? The metagenome of floating fern Azolla reveals endophytes that do not fix N2 but may denitrify. New Phytol 202:1069–1082 (2017). 10.1111/nph. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16. Brouwer P, Bräutigam A, Buijs VA, Tazelaar AOE, van der Werf A, Schlüter U et al, Metabolic adaptation, a specialized leaf organ structure and vascular responses to diurnal N2 fixation by Nostoc azollae sustain the astonishing productivity of Azolla ferns without nitrogen fertilizer. Front Plant Sci 8:442 (2017). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17. Meeks JC, Steinberg N, Joseph CM, Enderlin CS, Jorgensen PA and Peters GA, Assimilation of exogenous and dinitrogen‐derived 13NH4 + by Anabaena azollae separated from Azolla caroliniana Willd. Arch Microbiol 142:229–233 (1985). [Google Scholar]
- 18. Hung NVP, Watanabe S, Ishikawa S, Ohtake N, Sueyoshi K, Sato T et al, Quantitative analysis of the initial transport of fixed nitrogen in nodulated soybean plants using 15N as a tracer. Soil Sci Plant Nutr 59:888–895 (2013). [Google Scholar]
- 19. Hall DO, Markov SA, Watanabe Y and Krishna Rao K, The potential applications of cyanobacterial photosynthesis for clean technologies. Photosynth Res 46:159–167 (1995). [DOI] [PubMed] [Google Scholar]
- 20. Watanabe I, Ventura W, Mascariña G and Eskew DL, Fate of Azolla spp. and urea nitrogen applied to wetland rice (Oryza sativa L.). Biol Fertil Soils 8:102–110 (1989). [Google Scholar]
- 21. Xu H, Zhu B, Liu J, Li D, Yang Y, Zhang K et al, Azolla planting reduces methane emission and nitrogen fertilizer application in double rice cropping system in southern China. Agron Sustain Dev 37:29 (2017). [Google Scholar]
- 22. Liu J, Xu H, Jiang Y, Zhang K, Hu Y and Zeng Z, Methane emissions and microbial communities as influenced by dual cropping of Azolla along with early rice. Sci Rep 7:40635 (2017). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23. Buckingham KW, Ela SW, Morris JG and Goldman CR, Nutritive value of the nitrogen‐fixing aquatic fern Azolla filiculoides . J Agric Food Chem 26:1230–1234 (1978). [Google Scholar]
- 24. Cary PR and Weerts PGJ, Growth and nutrient composition of Azolla pinnata R. Brown and Azolla filiculoides Lamarck as affected by water temperature, nitrogen and phosphorus supply, light intensity and pH. Aquat Bot 43:163–180 (1992). [Google Scholar]
- 25. Alalade OA and Iyayi EA, Chemical composition and the feeding value of Azolla (Azolla pinnata) meal for egg‐type chicks. Int J Poult Sci 5:137–141 (2006). [Google Scholar]
- 26. Leterme P, Londoño AM, Ordoñez DC, Rosales A, Estrada F, Bindelle J et al, Nutritional value and intake of aquatic ferns (Azolla filiculoides Lam. and Salvinia molesta Mitchell.) in sows. Anim Feed Sci Technol 155:55–64 (2010). [Google Scholar]
- 27. Datta SN, Culture of Azolla and its efficacy in diet of Labeorohita . Aquaculture 310:376–379 (2011). [Google Scholar]
- 28. Paoletti C, Bocci F, Lercker G, Capella P and Materassi R, Lipid composition of Azolla caroliniana biomass and its seasonal variation. Phytochemistry 26:1045–1047 (1987). [Google Scholar]
- 29. Abou Y, Fiogbé ED and Micha J‐C, A preliminary assessment of growth and production of Nile tilapia, Oreochromis niloticus L., fed Azolla‐based‐diets in earthen ponds. J Appl Aquacult 19:55–69 (2007). [Google Scholar]
- 30. Brouwer P, van der Werf A, Schluepmann H, Reichart GJ and Nierop KGJ, Lipid yield and composition of Azolla filiculoides and the implications for biodiesel production. Bioenergy Res 9:369–377 (2015). [Google Scholar]
- 31. Dewanji A, Amino acid composition of leaf proteins extracted from some aquatic weeds. J Agric Food Chem 41:1232–1236 (1993). [Google Scholar]
- 32. Sánchez‐Viveros G, Ferrera‐Cerrato R and Alarcón A, Short‐term effects of arsenate‐induced toxicity on growth, chlorophyll and carotenoid contents, and total content of phenolic compounds of Azolla filiculoides . Water Air Soil Pollut 217:455–462 (2011). [Google Scholar]
- 33. Forni C, Braglia R, Harren FJM and Cristescu SM, Stress responses of duckweed (Lemna minor L.) and water velvet (Azolla filiculoides Lam.) to anionic surfactant sodium‐dodecyl‐sulphate (SDS). Aquat Toxicol 110‐111:107–113 (2012). [DOI] [PubMed] [Google Scholar]
- 34. Deval CG, Mane AV, Joshi NP and Saratale GD, Phytoremediation potential of aquatic macrophyte Azolla caroliniana with references to zinc plating effluent. Emir J Food Agric 24:208–223 (2012). [Google Scholar]
- 35. Nierop KGJ, Speelman EN, de Leeuw JW and Reichart GJ, The omnipresent water fern Azolla caroliniana does not contain lignin. Org Geochem 42:846–850 (2011). [Google Scholar]
- 36. Skrabanja V, Lærke HN and Kreft I, Protein–polyphenol interactions and in vivo digestibility of buckwheat groat proteins. Pflug Arch Eur J Physiol 440:R129–R131 (2000). [PubMed] [Google Scholar]
- 37. Bravo L, Polyphenols: chemistry, dietary sources, metabolism, and nutritional significance. Nutr Rev 56:317–333 (1998). [DOI] [PubMed] [Google Scholar]
- 38. International Organization for Standardization , ISO 16634‐1. Determination of Total Nitrogen Content by Combustion According to the Dumas Principle and Calculation of Crude Protein Content. Part 1: Oilseeds and Animal Feeding Stuffs. ISO, Geneva, (2008). [Google Scholar]
- 39. European Pharmacopoeia Commission & Council of Europe , Ph. Eur. 2.2.56 Amino Acid Analysis. Council of Europe, Strasbourg: (2016). [Google Scholar]
- 40. Waterman PG and Mole S, Analysis of Phenolic Plant Metabolites. Blackwell Scientific, Oxford: (1994). [Google Scholar]
- 41. Everette JD, Bryant QM, Green AM, Abbey YA, Wangila GW and Walker RB, Thorough study of reactivity of various compound classes toward the Folin–Ciocalteu reagent. J Agric Food Chem 58:8139–8144 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42. Speelman EN, Van Kempen MML, Barke J, Brinkhuis H, Reichart GJ, Smolders AJP et al, The Eocene Arctic Azolla bloom: environmental conditions, productivity and carbon drawdown. Geobiology 7:155–170 (2009). [DOI] [PubMed] [Google Scholar]
- 43. Cheng W, Sakai H, Matsushima M, Yagi K and Hasegawa T, Response of the floating aquatic fern Azolla filiculoides to elevated CO2, temperature, and phosphorus levels. Hydrobiologia 656:5–14 (2010). [Google Scholar]
- 44. van Kempen MML, Smolders AJP, Bögemann GM, Lamers LPM and Roelofs JGM, Interacting effects of atmospheric CO2 enrichment and solar radiation on growth of the aquatic fern Azolla filiculoides . Freshwater Biol 61:596–606 (2016). [Google Scholar]
- 45. Sah RN, Goyal SS and Rains DW, Interactive effects of exogenous combined nitrogen and phosphorus on growth and nitrogen fixation by azolla. Plant Soil 117:1–8 (1989). [Google Scholar]
- 46. Debusk WF and Reddy KR, Growth and nutrient uptake potential of Azolla caroliniana Willd. and Salvinia rotundifolia Willd. as a function of temperature. Environ Exp Bot 27:215–221 (1987). [Google Scholar]
- 47. Jampeetong A and Brix H, Effects of NH4 + concentration on growth, morphology and NH4 + uptake kinetics of Salvinia natans . Ecol Eng 35:695–702 (2009). [Google Scholar]
- 48. Xie Y, Wen M, Yu D and Li Y, Growth and resource allocation of water hyacinth as affected by gradually increasing nutrient concentrations. Aquat Bot 79:257–266 (2004). [Google Scholar]
- 49. Ziegler P, Adelmann K, Zimmer S, Schmidt C and Appenroth K, Relative in vitro growth rates of duckweeds (Lemnaceae): the most rapidly growing higher plants. Plant Biol 17:33–41 (2015). [DOI] [PubMed] [Google Scholar]
- 50. Goudriaan J and Monteith JL, A mathematical function for crop growth based on light interception and leaf area expansion. Ann Bot 66:695–701 (1990). [Google Scholar]
- 51. Ito O and Watanabe I, The relationship between combined nitrogen uptakes and nitrogen fixation in Azolla–Anabaena symbiosis. New Phytol 95:647–654 (1983). [Google Scholar]
- 52. Shi D and Hall DO, The Azolla–Anabaena association: historical perspective, symbiosis and energy metabolism. Bot Rev 54:353–386 (1988). [Google Scholar]
- 53. Becerra M, Murgueitio E, Reyes G and Preston TR, Azolla filiculoides as partial replacement for traditional protein supplements in diets for growing fattening pigs based on sugar cane juice. Livestock Res Rural Dev 2:15–22 (1990). [Google Scholar]
- 54. Rajcan I and Tollenaar M, Source:sink ratio and leaf senescence in maize. I. Dry matter accumulation and partitioning during grain filling. Field Crops Res 60:245–253 (1999). [Google Scholar]
- 55. Diepenbrock W, Yield analysis of winter oilseed rape (Brassica napus L.): a review. Field Crops Res 67:35–49 (2000). [Google Scholar]
- 56. Magomya AM, Kubmarawa D, Ndahi JA and Yebpella GG, Determination of plant proteins via the Kjeldahl method and amino acid analysis: a comparative study. Int J Sci Technol Res 3:68–72 (2014). [Google Scholar]
- 57. Zhao Y, Fang Y, Jin Y, Huang J, Bao S, Fu T et al, Potential of duckweed in the conversion of wastewater nutrients to valuable biomass: a pilot‐scale comparison with water hyacinth. Bioresour Technol 163:82–91 (2014). [DOI] [PubMed] [Google Scholar]
- 58. Bikker P, van Krimpen MM, van Wikselaar P, Houweling‐Tan B, Scaccia N, van Hal JW et al, Biorefinery of the green seaweed Ulva lactuca to produce animal feed, chemicals and biofuels. J Appl Phycol 28:1–15 (2016). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59. Canini A, GrilliCaiola M and Mascini M, Ammonium content, nitrogenase activity and heterocyst frequency within the leaf cavities of Azolla filiculoides Lam. FEMS Microbiol Lett 71:205–210 (1990). [Google Scholar]
- 60. Hungate BA, Dijkstra P, Johnson DW, Hinkle CR and Drake BG, Elevated CO2 increases nitrogen fixation and decreases soil nitrogen mineralization in Florida scrub oak. Glob Chang Biol 5:781–789 (1999). [Google Scholar]
- 61. Luscher A, Hartwig UA, Suter D and Nosberger J, Direct evidence that symbiotic N2 fixation in fertile grassland is an important trait for a strong response of plants to elevated atmospheric CO2 . Glob Chang Biol 6:655–662 (2000). [Google Scholar]
- 62. Soussana JF and Hartwig UA, The effects of elevated CO2 on symbiotic N2 fixation: a link between the carbon and nitrogen cycles in grassland ecosystems. Plant and Soil 187:321–332 (1996). [Google Scholar]
- 63. Chinnasamy S, Ramakrishnan B, Bhatnagar A, Goyal SK and Das KC, Carbon and nitrogen fixation by Anabaena fertilissima under elevated CO2 and temperature. J Freshwater Ecol 24:587–596 (2009). [Google Scholar]
- 64. Levitan O, Rosenberg G, Setlik I, Setlikova E, Grigel J, Klepetar J et al, Elevated CO2 enhances nitrogen fixation and growth in the marine cyanobacterium Trichodesmium . Glob Chang Biol 13:531–538 (2007). [Google Scholar]
- 65. Sanginga N and Van Hove C, Amino acid composition of Azolla as affected by strains and population density. Plant Soil 117:263–267 (1989). [Google Scholar]
- 66. Salvagiotti F, Cassman KG, Specht JE, Walters DT, Weiss A and Dobermann A, Nitrogen uptake, fixation and response to fertilizer N in soybeans: a review. Field Crops Res 108:1–13 (2008). [Google Scholar]
- 67. Anglade J, Billen G and Garnier J, Relationships for estimating N2 fixation in legumes: incidence for N balance of legume‐based cropping systems in Europe. Ecosphere 6:37 (2015). [Google Scholar]
- 68. Pugesgaard S, Schelde K, Larsen SU, Lærke PE and Jørgensen U, Comparing annual and perennial crops for bioenergy production: influence on nitrate leaching and energy balance. GCB Bioenergy 7:1136–1149 (2015). [Google Scholar]
- 69. Abdel‐Tawwab M, The preference of the omnivorous–macrophagous, Tilapia zillii (Gervais), to consume a natural free‐floating Fern, Azolla pinnata . J World Aquacult Soc 39:104–112 (2008). [Google Scholar]
- 70. Ravindran V, Abdollahi MR and Bootwalla SM, Nutrient analysis, metabolizable energy, and digestible amino acids of soybean meals of different origins for broilers. Poult Sci 93:2567–2577 (2014). [DOI] [PubMed] [Google Scholar]
- 71. Eweedah N, Gundel J and Mátrai T, Protein degradability, amino acid composition, trypsin inhibitor and urease activity of raw and heat‐treated fullfat soybean. Arch Tierernahr 50:361–367 (1997). [DOI] [PubMed] [Google Scholar]
- 72. Karr‐Lilienthal LK, Grieshop CM, Spears JK and Fahey GC Jr, Amino acid, carbohydrate, and fat composition of soybean meals prepared at 55 commercial US soybean processing plants. J Agric Food Chem 53:2146–2150 (2005). [DOI] [PubMed] [Google Scholar]
- 73. FAO , Dietary Protein Quality Evaluation in Human Nutrition. FAO, Rome: (2013). [PubMed] [Google Scholar]
- 74. NRC , Nutrient Requirements of Swine, 10th edn. National Academy Press, Washington, DC: (1998). [Google Scholar]
- 75. NRC , Nutrient Requirements of Dairy Cattle, 7th edn. National Academy Press, Washington, DC: (2001). [Google Scholar]
- 76.NRC, 1994. Nutrient Requirements of Poultry, 9th edn. National Academy Press, Washington, DC. [Google Scholar]
- 77. Santiago CB and Lovell RT, Amino acid requirements for growth of Nile tilapia. J Nutr 118:1540–1546 (1988). [DOI] [PubMed] [Google Scholar]
- 78. Nicoletto C, Tosini F and Sambo P, Effect of grafting and ripening conditions on some qualitative traits of 'Cuore di bue' tomato fruits. J Sci Food Agric 93:1397–1403 (2013). [DOI] [PubMed] [Google Scholar]
- 79. Martínez R, Torres P, Meneses MA, Figueroa JG, Pérez‐Álvarez JA and Viuda‐Martos M, Chemical, technological and in vitro antioxidant properties of mango, guava, pineapple and passion fruit dietary fibre concentrate. Food Chem 135:1520–1526 (2012). [DOI] [PubMed] [Google Scholar]
- 80. Wolosiak R, Druzynska B, Piecyk M, Worobiej E, Majewska E and Lewicki PP, Influence of industrial sterilisation, freezing and steam cooking on antioxidant properties of green peas and string beans. Int J Food Sci Technol 46:93–100 (2011). [Google Scholar]
- 81. Malencic D, Popovic M and Miladinovic J, Phenolic content and antioxidant properties of soybean (Glycine max (L.)Merr.) seeds. Molecules 12:576–581 (2007). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 82. Kornsteiner M, Wagner K and Elmadfa I, Tocopherols and total phenolics in 10 different nut types. Food Chem 98:381–387 (2006). [Google Scholar]