The inoculation of seeds with nitrogen-fixing and plant-growth promoting bacteria is a well-established agricultural practice that has been increasingly adopted worldwide, decreasing costs and environmental impacts of food production. Most of the globally commercialized inoculants are for the soybean crop, and a method for recovery of Bradyrhizobium cells from inoculated soybean seeds for subsequent counting has been adopted by several laboratories of South America, especially to investigate the bacterial survival on seeds treated with pesticides. However, the use of inoculants containing Azospirillum brasilense in cereal crops has exponentially increased, requiring investigation about the recovery and counting of cells from inoculated seeds. We first verified that the method used for recovery and counting of viable cells of Bradyrhizobium from soybean seeds was not applicable for maize seeds inoculated with A. brasilense. We then modified several steps of the method, aiming at succeeding in recovering Azospirillum viable cells. The main limitation was identified in the nature of the seed tegument, dry and poor in nutrients, resulting in A. brasilense cell aggregation. Pre-hydration of seeds for 2 h in sterile distilled water, followed by shaking for 30 min in sterile distilled water with Tween 80 allowed proper counting of A. brasilense cells recovered from maize seeds. The method was successfully applied to count Azospirillum cells recovered from pre-inoculated maize seeds, and to estimate the impact of seed treatment with pesticides on cell survival.
Inoculant, cell recovery, Zea mays, Azospirillum, pesticides.
Concerns about environmental sustainability have resulted in an increasing use of microorganisms in agriculture, aiming at partially or fully replace agrochemicals, with emphasis on fertilizers. Inoculants, also called as biofertilizers in some countries, are products containing living microorganisms that, when applied to the seeds, plant surface, or soil, are able to colonize the rhizosphere or the plants, promoting plant growth by mechanisms such as the biological nitrogen fixation process, or synthesis of phytohormones, improving root growth and increasing nutrient and water uptkae1,3.
For more than a century inoculants carrying rhizobia for a variety of legumes have been commercialized worldwide4,5. Consequently, methods for counting rhizobial population in soil, inoculants, seeds and plants, as well as for evaluating their symbiotic performance are well established6-8. However, particularly in the last two decades, the use of other non-rhizobia plant-growth promoting bacteria (PGPB) in inoculants has exponentially increased worldwide9. Undoubtedly, the most studied and used PGPB belong to the genus Azospirillum, encompassing bacteria with remarkable capacity to benefit a broad range of plant species, mainly by two mechanisms, synthesis of phytohormones and biological nitrogen fixation10-16, but that may include a surprisingly number of other biological mechanisms3. For example, the synthesis of signals may confer to plants tolerance of abiotic and biotic stresses3, and the synthesis of siderophores may help in the protection against plant pathogens1,14,17,18.
Nowadays, Brazil and Argentina are the world leaders in the use of inoculants carrying rhizobia and Azospirillum9,12,19. In Brazil, Azospirillum has been increasingly used in inoculants for the non-legume crops maize (Zea mays L.) and wheat (Triticum aestivum L.)11, pastures of brachiarias (Urochloa spp.)20, and also for co-inoculation of the legumes soybean (Glycine max (L.) Merr.) and common bean (Phaseolus vulgaris L.)21,22. Noteworthy, the first commercial inoculant with Azospirillum in Brazil was launched in 2009, and reached about 7 million of commercialized doses in the last crop season9.
About 85% of the world’s agricultural grain production uses pesticides to control a variety of pests and diseases23, and one of the main challenges for the success of microbial inoculants is the compatibility with agrochemicals used in seed treatments, especially fungicides and insecticides4,19,24. Low compatibility between rhizobia and pesticides has been long and broadly reported, causing sharp drop in cell survival upon contact with chemicals, decreasing nodulation and yield; therefore, seed treatment with pesticides and inoculants are often incompatible19,24,25. However, the use of pesticides for seed treatment continues to increase, representing a threat on the ever-growing increasing use of inoculants, which requires cautious investigation on the compatibility between microbial inoculants and pesticides. Advances in methods for investigating compatibility of rhizobia with pesticides have been achieved and are broadly used in Argentina, Brazil and Uruguay. The main method used in South America was initially developed by Penna et al. (2011)27, for the evaluation of Bradyrizobium-fungicides compatibility on soybean seeds. Nowadays, several laboratories from Argentina, Brazil and Uruguay use this method, or slight modifications of it as a quality control procedure for soybean inoculants26-29.
Azospirillum may also be affected by pesticides used in seed treatments, and the number of fungicides and pesticides used for the maize crop has increased; for example, more than 30 fungicides are registered for the control of maize diseases in Brazil30. However, we found no study reporting the recovery of Azospirillum cells from inoculated seeds of maize. There are well-established methods in the literature for the isolation and identification of endophytic and rhizospheric diazotrophic bacteria in roots, stems and leaves of non-leguminous plants31. However, these methods do not meet the objective of this study, which aims to count the number of viable cells surviving on the surface of inoculated seeds.
First, we tried to apply the method used for the recovery and counting of Bradyrhizobium from soybean inoculated seeds to the A. brasilense-maize combination, trying to verify if this method would be applicable to different plant species and microorganisms. We were surprised to recover zero or close to zero colony forming units (CFU). As the recovery of inoculated cells from seeds is the most accurate way to confirm their ability to survive at sowing time, we performed several tests and developed a method to recover Azospirillum viable cells from inoculated maize seeds.
Bacterial strains and cultivation methods
The strains used in this study were Azospirillum brasilense Ab-V5 (=CNPSo 2083) and Ab-V6 (=CNPSo 2084), used in commercial inoculants in Brazil11,29. Although the great majority of the commercial inoculants in Brazil carry the two strains, we decided to study them separately, in order to observe if both responded in a similar way. The study also included Bradyrhizobium japonicum strain SEMIA 5079 (=CPAC 15, =CNPSo 07), used in commercial inoculants for the soybean crop in Brazil19. The bacteria are deposited at the “Diazotrophic and Plant Growth Promoting Bacteria Culture Collection of Embrapa Soja” (WFCC Collection # 1213, WDCM Collection # 1054), in Londrina, State of Parana, Brazil.
For the evaluations, an initial inoculum of each A. brasilense strain was obtained in flasks containing 100 mL of liquid DYGS medium (per liter: glucose, 2 g; malic acid, 2 g; bacto-peptone, 1.5 g; yeast extract, 2g; K2HPO4, 0.5g; MgSO4. 7H2O, 0.5g; glutamic acid, 1.5g, pH 6.8)32 with shaking at 120 rpm, at 28°C, for 24 h. Cell concentration was estimated by reading the optical density (O.D.) at 600 nm, and adjusted to a growth curve previously built establishing the relationship between O.D. and CFU (colony forming units) of each strain. Inocula used in the experiments were always adjusted to a cellular concentration of 108 CFU mL-1 with sterile saline solution (0.85% NaCl). For the experiment with B. japonicum, strain SEMIA 5079 was grown in modified-YM (yeast-mannitol) medium33.
A. brasilense cells recovery from maize seeds inoculated separately with A. brasilense strains Ab-V5 or Ab-V6 was first performed following the current methodology of cell recovery of Bradyrhizobium spp. from soybean seeds followed by the Brazilian legislation26,29, as described in28, but replacing the growth medium for DYGS medium for Azospirillum.
For each strain, 2.5 mL of each inoculant at the concentration of 108 CFU mL-1 were used to inoculate 500 g of maize seeds and left to dry for 2 h. Three biological samples of 100 seeds each were transferred to sterile Erlenmeyer flasks containing 100 mL of sterile saline solution (0.85%) with Tween 80 (0.4 mL L-1). The flasks were submitted to horizontal agitation at 150 rpm for 20 min, resulting in the dilution 100, that was named as recovery sample. After that, serial dilutions were performed and 100µL aliquot from each dilution and each replicate were spread into a Petri’s dish containing RC culture medium (Red Congo)34 [per liter: malic acid 5 g; K2HPO4, 0.5g; MgSO4.7H2O, 0.2g; NaCl 0.1g; yeast extract, 0.5g; FeCl3.6H2O, 0.015g; KOH, 4.8g; Congo red solution (0.25 g 100 mL-1), 15 mL, pH 7.0], which permits the recognition of Azospirillum colonies on plates; they form typical red colonies. Seeds may carry several microorganisms, and to decrease the contamination vancomycin (0.1 g L-1) was added to the RC medium; the methodology to recover Bradyrhizobium from soybean seeds also includes the same antibiotic at the same concentration29. For each biological replicate, three technical replicates were performed. Plates were incubated for 5 days, in the dark, at 28 ± 2°C. After this period, the CFU of each plate were evaluated, resulting in zero or close to zero CFU. To try to understand what could have led to this almost zero recovery and knowing that the cell recovery of Bradyrhizobium spp. from soybean seeds based on this methodology is efficient, we chose to inoculate soybean seeds with A. brasilense and performed the cell recovery as described above, and once again we were unsuccessful in recovering A. brasilense from the soybean inoculated seeds.
From the results obtained in the previous analyses, a new method to evaluate the recovery of Azospirillum from maize seeds was developed. In a first attempt, in order to reduce the stress of Azospirillum during the cell recovery stages, the maize seeds were placed in contact with distilled sterile water for 2 to 4 h before inoculation. In this procedure, each inoculum was diluted in distilled sterile water (1:2, v:v) prior to seed inoculation, in order to improve the dispersion of bacteria on the surfaces of seeds. The time between inoculation and recovery was reduced from 2 h to 30 minutes. In addition, we increased the shaking time, from 30 min to 1 h during the recovery procedure.
After inoculation of the seeds, the efficacy of cell recovery was analyzed using different diluents in addition to the sterile saline solution (0.85%), including distilled water and DYGS liquid medium, all three added with Tween 80 (0.4 mL L-1). After shaking, a 100µL aliquots of each replicate of the dilutions were spread onto RC solid culture medium, followed by incubation for 5 days, in the dark, at 28 ± 2 °C. The CFU obtained from each diluent served as parameter to classify the recovery in: very low (zero or close to zero); low (up to 200 CFU per 100µL of recovery sample); medium (between 200 and 500 CFU per 100µL of recovery sample); high (between 500 and 700 CFU per 100µL of recovery sample); and very high (above 700 CFU per 100µL of recovery sample). The choice of levels (200, 500 and 700 CFU) was based on the results obtained.
Following, an analysis was carried out to confirm the efficacy of the developed methodology. For that, 500 g of maize seeds were treated with Ab-V5 or Ab-V6 (2.5 mL at the concentration of 108 CFU mL of diluent), following the developed methodology (Fig. 1). Each treatment was performed in triplicate. Inoculated seeds were maintained under controlled conditions, in the dark, with relative humidity controlled at 50 ± 5% and temperature of 25°C ± 2°C.
Cell recovery was performed after different times elapsed from inoculation: 2 h and 1, 2, 4 and 15 days of inoculation. A 100µL aliquot of the 100, 10-1, 10-2, 10-3 and 10-4 dilutions of each replicate was spread onto RC culture medium in Petri’s dishes and after incubation for 5 days, in the dark, at 28 °C the counting of colony forming units (CFU) was performed.
Finally, we also performed a further experiment with seeds treated with the fungicide Derosal® Plus (Bayer, composed by carbendazim 250 g L-1 and thiram 350 g L-1), applied as recommended for the maize crop (40-60 mL per 20 kg of seeds) The inoculation procedure and the cell recovery were performed as described in the previous experiment. Cell recovery was performed after 2 h and 24 h of inoculation and treatments were: control (inoculated seeds without fungicide) and inoculated seeds treated with fungicides; we did not go beyond 24 h because cell recovery and counting in the treatment with fungicide was already drastically decreased after 24 h.
Statistical analysis was performed for the quantitative results obtained in the tests of cell recovery and counting in relation to the inoculation time (up to 15 days) and regarding the treatment with pesticide. The data were submitted to the analysis of variance (ANOVA), followed by comparison of means by the Tukey’s test at p<0.05 with the statistical software Statistica v.12.5.
Following the current methodology used in South America for cellular recovery of Bradyrhizobium spp. from soybean seeds26-29, A. brasilense strains Ab-V5 and Ab-V6 were single inoculated into maize seeds and submitted to the cell recovery process. Zero or near to zero cells were recovered, being classified in the category of “very low” (Table 1), highlighting that the methodology was not suitable to evaluate the recovery of viable cells of A. brasilense from inoculated maize seeds.
Cellular recovery and cell countinga of Azospirillum brasilense from inoculated maize and soybean seeds. Recovery in saline solution with Tween 80.
|Maize seeds||Soybean seeds|
|Strain||Methodology for Bradyrhizobiumsp.||H.S.b 4 h; 1 h shaking||Methodology for Bradyrhizobiumsp.|
|A. brasilense Ab-V5||Very lowa||Low a||Very lowa|
|A. brasilense Ab-V6||Very lowa||Low a||Very lowa|
aClassification based in three biological replicates, each with three technical replicates, as follows: very low recovery: zero or close to zero CFU per 100 μLof recovery sample; low recovery: up to 200 CFU per 100 μLof sample;very high: >700 CFU per 100 μL ofrecoverysample; corresponding to very low recovery: zero or close to zero CFU seed-1; low recovery: up to 2000 CFU seed-1; very high: >7000 CFU seed-1bH.S., hydrated seeds in distilled sterile water
In view of the negative results, we decided to inoculate A. brasilense on soybean seeds, as the recovery of Bradyrhizobium in soybean seeds is very successful28. Similar results, with lack of recovery of Azospirillum cells were also obtained in the analysis of soybean seeds inoculated with strains Ab-V5 and Ab-V6 (Table 1), whereas high concentration of B. japonicum SEMIA 5079 was obtained when the soybean seeds were inoculated with this bacterium, reaching 105 to 106 CFU seed-1 (data not shown). These results suggested that the inability of A. brasilense being recovered by this method was related to specific properties of A. brasilense, and not to the maize seed tegument.
As a first modification to try to improve the recovery of A. brasilense cells, we verified the effects of hydration of the maize seeds prior to inoculation, the reduction of the time between inoculation and cell recovery, and shaking time. These changes had positive effects on cell recovery (Table 1), but these changes in the methodology were not sufficient to obtain high recovery of cells.
Following, we checked for the efficacy of different diluents in the seed cells recovery phase, comparing saline solution, distilled water, and DYGS medium, all three with Tween 80 (0.4 mL L-1), to verify which one resulted in the highest number of cells in the dilution 100. Both distilled water and DYGS medium resulted in higher cell recovery and counting, in comparison to the current methodology of recovery of Bradyrhizobium from soybean seeds with saline solution (Tables 1 and 2). When the seeds were previously hydrated in distilled water and remained under agitation for 1 h, the recovery ranged between “very low” and “low” when water was used as diluent and between “medium” and “high” when the DYGS medium was used as diluent (Table 2). When the seeds were exposed to hydration for 2 and 4 h and remained under stirring for 30 minutes, both diluents also resulted in cell recovery and counting classified as “very high”.
Cellular recovery and cell countinga of Azospirillum brasilense from inoculated maize seeds using different diluents.
|Strain||1 h agitation||H.S.b 4 h; 30 min agitation||H.S.2 h; 30 minagitation|
|Recovery in DYGS medium with Tween 80|
|Ab-V5||Medium a||Very high a||Very high a|
|Ab-V6||High a||Very high a||Very high a|
|Recovery in water with Tween 80|
|Ab-V5||Very lowa||Very high a||Very high a|
|Ab-V6||Low a||Very high a||Very high a|
aClassification based in three biological replicates, each with three technical replicates, as follows: very low recovery: zero or close to zero CFU per 100 μLof recovery sample; low recovery: up to 200 CFU per 100 μLof recoverysample; medium recovery: between 200 and 500 CFU per 100 μL of recovery sample; high recovery: between 500 and 700 CFU per 100 μLof recovery sample; very high:>700 CFU per100 μLof recovery sample; corresponding to very low recovery: zero or close to zero CFU seed-1; low recovery: up to 2000CFU seed-1; medium recovery: between 2000 and 5000 CFU seed-1; high recovery: between 5000 and 7000 CFU seed-1; very high:>7000 CFU seed-1.bH.S., hydrated seeds in distilled sterile water.
Based on these results, the following conditions were chosen for A. brasilense recovery: seeds previously hydrated in distilled sterile water for 2 h, inoculum diluted in distilled sterile water prior to seed inoculation (1:2, v:v), recovery step to the dilution 100 in water with Tween 80 (0.4 mL L-1), and shaking for 30 min. The subsequent steps, to obtain the following dilutions (10-1, 10-2, 10-3 and 10-4), plating of the samples and counting of CFU followed the current methodology for recovery of Bradyrhizobium from soybean seeds26-29. The steps can be visualized in Fig. 1.
Fig. 1. Schematic outline of the method for estimating the recovery and counting of viable cells of Azospirillum from inoculated maize seeds.
In order to confirm the efficacy of the developed methodology, we performed the cellular recovery of A. brasilense from maize seeds using the new proposed methodology at different times of inoculation (2 h and 1, 2, 4 and 15 days of inoculation). The recovery of Azospirillum viable cells from maize seeds was estimated at 3.84 x 105 CFU seed-1 for Ab-V5 and at 5.07 x 105 CFU seed-1 for Ab-V6 with 2 h of inoculation (Fig. 2). As expected, the number of viable cells recovered from the seeds decreased with time, reaching zero for Ab-V5 and 3.33 CFU seed-1 for Ab-V6 after 15 days (Fig. 2). In general, the two strains showed similar behavior, with differences detected only after one day (Fig. 2).
Fig. 2. Concentration of viable cells of Azospirillum brasilense recovered from maize seeds after different periods of inoculation. The data represent the means of three replicates and the bars denote the standard error. (*) treatments that differ from each other by the Tukey’s test at p < 0.05; without (*) indicates that values were not statistically different.
Our last analysis consisted of the recovery of A. brasilense Ab-V5 and Ab-V6 strains from maize seeds previously treated or not with fungicide. After 2 h of inoculation, the concentration of recovered cells from the seeds without fungicideswas (SD in parenthesis) of 1.96 x 105 CFU seed-1 (±4.1 x 104 ) for Ab-V5 and 1.55 x 105 CFU seed-1 (±3.63 x 104) for Ab-V6. Cell recovery from seeds previously treated with Derosal® Plus fungicide was 3.37 x 105 CFU seed-1 (±2.11 x 104) for Ab-V5, differing significantly from the control, and 5.11 x 105 CFU seed-1 (±2.3 x 105) for Ab-V6. In fungicide-treated seeds the cell concentration was drastically reduced with 24 h of inoculation, reaching zero CFU recovered at dilution 10-1, whereas in the seeds not treated with fungicides the concentration of recovered cells was of 6.55 x 102 CFU seed-1 (±8.31 x 101) for Ab-V5 and of 3.55 x 102 CFU seed-1 (±9.54 x 101) for Ab-V6.
Brazil, Argentina and Uruguay are well known inoculant consumers, amounting to an inoculant marked nowadays of over 120 million doses year. The method adopted in these countries for the recovery of Bradyrhizobium cells from inoculated soybean seeds has been broadly and successfully used26-29. The method is also applicable to other plant-microbe combinations, such as common bean and Rhizobium tropici (data not shown); in addition, dozens of studies, including reports by our group13 have successfully recovered Azospirillum and other diazotrophic bacteria from maize rhizosphere, roots and leaves. Therefore, we were surprised for not being able to recover viable cells from maize seeds inoculated with Azospirillum. The same results were obtained when A. brasilense was inoculated on soybean seeds, while Bradyrhizobium cells inoculated on soybean seeds had a successful recovery.
In view of all the proven benefits of inoculation of maize seeds with A. brasilense described in detail in the literature1,3,10,14,15,17,18, it is very unlikely that the cells inoculated and not recovered are not viable. Therefore, we believe that the tested methodology was not applicable. As A. brasilense is able to colonize the interior of plant tissues14, one hypothesis for the almost zero recovery result could be that the bacterium, when in contact with the seed surface, would invade the plant tissue. However, it is not yet known in what situations and how long it would take for A. brasilense cells to leave the seed surface and start invading the cells; in addition, the species establishes preferentially in the rhizosphere.
A well-known feature of A. brasilense is its ability to aggregate and flocculate when exposed to various stressing conditions14, 35-39. Despite several studies showing that the aggregation of A. brasilense increases its tolerance to desiccation and high temperatures (40 °C), positively affecting its survival40,41, this represents a serious limitation in studies to verify the survival of Azospirillum on seeds at the sowing time, including the compatibility with pesticides, pre-inoculation, among others.
Therefore, another hypothesis for the unsuccessful recovery was that the contact of A. brasilense with seeds, a dry and nutritionally poor surface, would result in bacteria aggregation/flocculation. Consequently, when inoculated in solidified culture medium, each cell aggregate, containing hundreds of cells, would result in only one CFU, underestimating the number of CFU seed-1. Based on this hypothesis, alternatives were investigated to reduce the stressing conditions. First, we investigated the effect of seed hydration with sterile distilled water for up to 4 h before inoculation, as well as the effect of increasing the shaking time. When maize seeds were hydrated prior to inoculation, the conditions were less stressful to the bacteria, reducing the cell aggregation/flocculation, and resulting in satisfactory recovery, while increasing the shaking time from 30 min to 1 h did not impact the recovery of both strains (Tables 1 and 2). It is important to consider that this is a methodology for laboratory analysis of the quality of inoculants, so the seeds used for this purpose would not be taken to the field by farmers. One may also consider that the absorption kinetics of the inoculant might be affected by the pre-treatment. However, the volume used was considerably lower than that usually employed by the farmers in liquid products used for seed treatment and, in addition, in our methodology we investigated the minimum volume needed to allow cell recovery and counting.
In this new methodology of recovering cells of Azospirillum from inoculated seeds, the first step consists in effectively removing the inoculated bacteria from the seeds and to transfer them to an aqueous medium for further analysis of cell counting. Saline solution (NaCl 0.85%) is used as a diluent in most of the microbiological techniques, acting on the osmotic balance between inside the cell and the external environment. However, as the methodology using saline solution failed, we proceeded to a second modification that consisted in replacing the saline solution by different diluents, including distilled water and DYGS medium, always with Tween 80. The two new diluents positively influenced the bacterial cellular recovery from the seeds and cell counting. Considering these results, we hypothesized that the saline solution would also contribute to the cellular aggregation/flocculation, interfering in the final counting of CFU. As both distilled water and DYGS medium presented similar results, we opted by distilled water with Tween 80, due to the low cost and easy preparation compared to the DYGS medium. Therefore, we may conclude that by hydrating the seeds before inoculation and by using distilled water with Tween 80 as a diluent for cell recovery, the stressing conditions for Azospirillum will be reduced, decreasing aggregation/flocculation and allowing proper cell recovery and counting.
In general, quality control of microbial inoculants is based on cell concentration and absence of contaminants. Great progresses have been achieved at the industry, with the development of products with high concentration of cells, while legal or private control of the concentration guarantees that the farmers will receive appropriate products4, 8, 19, 42, 43. However, even more important than inoculant concentration is to know how many cells are alive on the inoculated seeds at sowing. In this context, the proposed method is of great relevance for the evaluation of the efficacy of inoculation of maize seeds, because it allows to know the cellular concentration of A. brasilense in each inoculated seed. This information is very important and our results for cell recovery after inoculation and in seeds treated with fungicides show that it is useful in several studies, such as the development of new inoculant formulations, verification of compatibility between pesticides and inoculants, viability of pre-inoculation, among others, and may also help to guide policies of recommendation of microbial inoculants, so that the farmers will benefit from the best technologies.
A methodology was developed to evaluate the recovery and counting of Azospirillum viable cells from inoculated maize seeds (Fig. 1). The methodology was successful to recover and count viable cells of A. brasilense from maize seeds after different times of inoculation, as well as to verify the effects of pesticides on Azospirillum survival on the seeds, and may as well be applied to several other studies related to inoculants and inoculation.
M.S. Santos acknowledges a PhD fellowship from Araucaria Foundation of support to the Scientific and Technological Development of the State of Parana and T.F. Rodrigues acknowledges an MSc fellowship from CAPES (Coordenaחדo de Aperfeiחoamento de Pessoal de Novel Superior – Brasil – Finance Code 001). M.A. Nogueira and M. Hungria are also research fellows from CNPq (Brazilian National Research Council for Science and Technology).
CONFLICT OF INTEREST
The authors declare that there is no conflict of interest.
Conceived and designed the experiments: MSS, MM, MH, Performed the experiments: MSS, TFR, EF. Analyzed the data: MSS, TFR, EF. MM, MAN, MH. Contributed reagents/materials/analysis tools: MAN, MH. Wrote the paper: MSS, TFR, EF, MM, MAN, MH. All authors read and approved the final manuscript.
Funded by INCT-Plant-Growth Promoting Microorganisms for Agricultural Sustainability and Environmental Responsibility (CNPq 465133/2014-2, Fundaחדo Araucבria-STI, CAPES), Embrapa, CNPq-Universal (400468/2016-6).
This article does not contain any studies with human participants or animals performed by any of the authors.
AVAILABILITY OF DATA
All datasets generated or analyzed during this study are included in the manuscript, and complementary dataset will be available upon request to the corresponding author
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