Itacir Eloi Sandini1*, Leopoldo Sussumu Matsumoto2,
Rafael Brugnera Belani3, Lais Dezem Durigan3, Marina
Cianciarulo Tarabini3, Fabiano Pacentchuk4 and Anthony
Hasegawa Sandini5
1Graduate
Program in Veterinary Sciences, Universidade Estadual do Centro-Oeste
(UNICENTRO), Guarapuava, Paraná, Brazil
2Universidade
Estadual do Norte de Paraná-Luiz Meneghel Campus-Center for Biological
Sciences. Rod. Br. 369 km 54, Bandeirantes, Paraná, Brazil
3BASF
S/A, Jaguariúna, São Paulo, Brazil
4Universidade
Estadual do Centro-Oeste (UNICENTRO), Guarapuava, Paraná,
Brazil
5Universidade
Federal de Santa Catarina - Campus Curitibanos, Brazil
*For correspondence: isandini@hotmail.com
Received 22 December 2023; Accepted 06 February 2024; Publishers 18
March 2024
Abstract
Co-inoculation of nitrogen-fixing microorganisms
and plant growth promoting bacteria (PGPB) is a sustainable alternative to
increase soybean crop yield. The objective of this study was to evaluate the
effect of co-inoculation of soybean with PGPB Bacillus amyloliquefaciens
with nitrogen-fixing bacteria (Bradyrhizobium
elkanii), in different application modalities and under different
edaphoclimatic conditions, on yield and other yield parameters. The experiment
was conducted in a randomized block design with four replications in a 4 × 10
factorial arrangement: 4 sites and 10 treatments (PGPB in association with
standard inoculation – in different forms of application – seed treatment or
sowing furrow). The results showed that there was no interaction between site
and treatment, which indicates the stability of the treatments. Compared to
inoculation, co-inoculation provided an increase in productivity of 4.34 and
4.83%, respectively for seed treatment and sowing furrow. For the other
variables studied, no statistical differences were observed between
co-inoculation in the seed treatment or in the sowing furrow. The results
demonstrated that co inoculation of nitrogen-fixing bacteria, regardless of the modality of application, is
an important management option to sustainably increase soybean productivity. © 2024 Friends Science Publishers
Keywords: Growth-promoting bacteria; Nutrient solubilization; Plant hormone; Nitrogen
Introduction
Soybean cultivation is one of the main agricultural activities in
Brazil. Therefore, efforts to achieve sustainable high production ceilings are
always highly relevant. Some of the factors that limit crop yield are the
supply of nutrients and stimuli to the growth of this crop.
According to the literature, approximately 80 kg ha-1 of N is
needed to produce one ton of soybean grains. Although N is abundant in the
atmosphere, at approximately 78%, this high level is not readily available to plants, animals, or humans (Yang et al.
2019). High N uptake is important for high-yielding soybean cultivars
(Santachiara et al. 2017).
Fundamentally, N uptake by soybean plants is dependent on two alternative
sources of N, biological N fixation (BNF) and N uptake from the soil. The
relative contribution of each N source is the result of environmental
conditions, management, and genetic factors (Salvagiotti et al. 2008; Santachiara et
al. 2017; Córdova et al. 2019).
Although BNF is the main source of N for soybean crops and can provide
all the N that soybean needs (Seixas et
al. 2020), the estimation of BNF in soybean-intensive farming systems is
essential (Landriscini et al. 2019),
since the BNF process is affected by environmental conditions such as
temperature, water content, N concentration, root zone pH, plant nutritional
status, including C and N substrates in roots, and genetic variation in
potential nitrogen fixation capacity (Liu et
al. 2011). Furthermore, the continuous development of soybean cultivars to
obtain higher yields, and that demand a greater supply of N for the crop, in
turn, implies that research must be continued to ensure the benefits of fixing N2
in the crop supply (Hungria et al.
2015).
One of the potential alternatives to achieve these goals is the use of
PGPB (Mariano et al. 2004). PGPB are
epiphytic or endophytic, non-pathogenic colonizers that promote plant growth
directly or indirectly. These bacteria mainly help to increase crop yield;
however, they can also act as biological management agents in promoting plant
health (Yang et al. 2009). Inoculants
carrying plant growth-promoting bacteria have been increasingly used to fully
or partially replace chemical fertilizers (Santos et al. 2019).
PGPB act in the synthesis of hormones (auxins, gibberellins and
cytokinins), reduction in ethylene levels (delaying senescence), solubilization
of nutrients (such as iron and phosphorus), synthesis of enzymes related to
systemic resistance and substances secreted to the apoplast in the fight
against fungal penetration and acting in synergy with nitrogen-fixing bacteria
(Bhattacharyya and Jha 2012). It is evident that PGPB provide benefits to
plants, and the most used PGPB in agriculture include species of the genera Azospirillum, Enterobacter, Pseudomonas,
and Bacillus (Babu et al. 2015). The genus Bacillus comprises growth-promoting,
endospore-forming, gram-positive bacteria that can be isolated from soils and
plant material worldwide. Bacillus sp.
is natural soil inhabitants that produce antibiotics, enzymes and phytohormones
beneficial to plants (Mazzuchelli et al.
2014). They are endospore formers, which consist of resistance structures
capable of increasing their survival in the presence of adverse environmental
factors (Nicholson et al. 2000).
Accordingly, they can be stored as inoculants for a longer period and have a
longer time of permanence in the soil. In addition, their application is easily
done via seeds, spraying or sowing furrows.
Recently, field trials have shown that Ba. subtilis, Ba. pumilus
and Ba. amyloliquefaciens in
commercial inoculants prepared from the species alone or in combination –
co-inoculation, were able to improve the chemical and microbiological
attributes of the soil in addition to yield parameters in agricultural crops (Venancio
et al. 2019; Alves et al. 2021). Co-inoculation
is the association of at least two microorganisms that contribute to various
microbial processes and improve plant growth and development (Redondo-Gómez et al. 2021). The combined inoculation
of two or more PGPB species has recently become an emerging agricultural
technology, leading to high reproducibility and efficiency under field
conditions (Mesa-Marín et al. 2019).
Co-inoculation studies with rhizobia and PGPBs are becoming a frequent practice
in soybean cultivation, with the aim of developing sustainable agriculture
(Pérez-Montaño et al. 2014; Galindo et al. 2022).
Although promising, co-inoculation of soybeans presents
high variability of results, meaning that the results depend on the interaction
between the application modalities and edaphoclimatic conditions. Therefore,
results that demonstrate the possibility of carrying out co-inoculation in different
forms of application and without depending on edaphoclimatic conditions are
mandatory for the full adoption of this management. Thus, the aim of this study was
to evaluate the effect of co-inoculation of soybean with plant growth-promoting
bacteria (Bacillus
amyloliquefaciens) with nitrogen-fixing bacteria (Bradyrhizobium
elkanii), in different application modalities and under different
edaphoclimatic conditions, on the yield and other yield parameters of the crop.
Materials and Methods
Experimental details
Four trials were conducted in locations with distinct edaphoclimatic
characteristics, namely: Água Doce in Santa Catarina, Candói and Guarapuava in
Paraná and Sertão in Rio Grande do Sul. The information on each location is
presented in Table 1. The experiment was conducted in a randomized block design
with four replications in a 4 × 10 factorial arrangement: 4 locations – Água
Doce, Candói, Guarapuava and Sertão and 10 treatments, which are shown in Table
2. Each experimental unit consisted of 10 rows, with row spacing of 0.45 m, and
length of 6.0 m.
Crop husbandry
The cultivar used was ZEUS IPRO, marketed by the company Brasmax, at a
density of 300,000 plants per hectare. The experimental areas were desiccated
with glyphosate (720 g ha-1 of a.i.). Sowing was carried out in a
no-tillage system where the sowing furrows were opened with a commercial
seeder, and the sowing operation was carried out with a manual SB seeder, which
consists of a drive wheel, seed box and disc plough. Base fertilization with 0
kg ha-1 of N, 90 kg ha-1 of phosphorus (P2O5)
and potassium (K2O)
were used for all sites. During the crop cycle, agrochemicals were applied to
manage pests, diseases, and weeds.
When seed inoculation was
carried out, they were inoculated in the shade, moments before sowing and, when
via sowing furrow, they were opened with a bag, the products were applied with
a manual sprayer, with an application rate of 60 liters per hectare and
immediately sealed. In all treatments, the seeds were treated with Standak Top
insecticide and fungicide formulation at a dosage of 2.0 mL for 1.0 kg of seed.
Inoculant with a guaranteed minimum concentration of 2 x 108 CFU/mL Table
1: Description and
characterization of soybean test locations in the 2021/22 harvest
Description |
Location |
|||
Água Doce/SC |
Guarapuava/PR |
Candói/PR |
Sertão/RS |
|
Property |
CRK |
EEAB |
Capão Redondo |
São Gabriel |
Owner |
Cícero Kuntz |
AgrisusBrasil |
Rodolpho Botelho |
Oswaldo Sandini |
Previous Summer crop |
Soy |
Soy |
Corn |
Soy |
Previous Winter crop |
Oats |
Oats |
Wheat |
Ryegrass |
Location |
||||
Latitude |
26° 40´ 36,28" |
25° 16´ 27,5" |
25° 21' 33.6" |
28° 03´ 14,25" |
Longitude |
51° 33´ 9,19" |
51° 31´ 25,1" |
51° 49´ 14,13" |
52° 16´ 33,24" |
Altitude Meters |
1195 |
995 |
993 |
720 |
Climate (Köppen) |
Cfb |
Cfb |
Cfa |
Cfa |
Soil Texture |
||||
Clay (g/kg) |
660 |
590 |
610 |
560 |
Silt (g/kg) |
270 |
290 |
290 |
270 |
Sand (g/kg) |
70 |
120 |
100 |
170 |
Textural Class |
Very clayey |
Clay |
Very clayey |
Clay |
Soil Classification |
Alic Tb A Humic Cambisol |
Typic Dystroferric Bruno Latosol |
Typic Dystroferric Bruno Latosol |
Alumino-ferric Red Latosol |
Soil
Chemical Analysis (0 to 20 cm depth) |
||||
pH (CaCl) |
4.8 |
5.14 |
6.17 |
5.06 |
O.M. (g/dm3) |
56.4 |
46.55 |
45.72 |
45.94 |
P - Mehlich (mg/dm3) |
6.97 |
9.44 |
3.21 |
18.14 |
K (cmol/dm3) |
0.38 |
0.61 |
0.19 |
0.23 |
Ca (cmol/dm3) |
5.25 |
6.3 |
8.23 |
7.18 |
Mg (cmol/dm3) |
1.45 |
2.01 |
3.85 |
2.4 |
Al (cmol/dm3) |
0.13 |
0.03 |
0 |
0.05 |
H+Al (cmol/dm3) |
5.92 |
5.91 |
2.75 |
6.03 |
SB (cmol/dm3) |
7.08 |
8.92 |
12.27 |
9.81 |
CEC- pH 7.0 (cmol/dm3) |
12.99 |
14.8 |
15.02 |
16.1 |
Rhizobia population (NMP g-1) |
1.4x106 |
1.1x106 |
9.5x105 |
7.6x105 |
Crop
data |
||||
Sowing date |
11/20/2021 |
12/17/2021 |
11/27/2021 |
11/21/2021 |
Harvest date |
04/10/2022 |
04/21/2022 |
04/03/2022 |
05/06/2022 |
Table 2: Description of the treatments
applied, in all the locations studied, in the soybean crop, 2021/22 harvest
N. |
Application Method |
Treatment (mL per ha or 100 kg
seed) |
||
Gelfix1 |
Integral2 |
Extender3 |
||
1 |
Control |
Absolute Control |
||
2 |
Seed |
200 |
Control |
Inoculated |
3 |
Furrow |
300 |
||
4 |
Furrow |
600 |
||
5 |
Seed |
200 |
10 |
66 |
6 |
Furrow |
100 |
5 |
33 |
7 |
Furrow |
300 |
15 |
198 |
8 |
Furrow |
600 |
30 |
396 |
9 |
Cover |
Nitrogen (200 kg per hectare) |
||
10 |
Seed |
200 |
(5.0 mL/100 kg)4 |
1Gelfix - Liquid inoculant
manufactured by BASF Ltd. with a minimum guaranteed concentration of 5 × 109
CFU/mL upon expiry. The inoculant contains Bradyrhizobium elkanii SEMIA 587 and
SEMIA 5019. Registration in MAPA Nº SP 002768-5.000018. 1,500 mL bottle.
2Integral - Liquid inoculant
manufactured by BASF Ltd. with a minimum guaranteed concentration of 2.2 × 1010
CFU/mL upon expiry. The inoculant contains the bacterium Bacillus
amyloliquefaciens strain MBI 600.
Registration in MAPA Nº SP 002768-5.000030. 1,500 mL bottle
3Sucrose and bacteria-protective
polymers
4Synthetic Hormones - Kinetin =
0.09 g/L; Gibberellic acid = 0.05 g/L; 4-indole-3-butyric acid = 0.05 g/L
on the expiration date. The inoculants were: Br. elkanii (SEMIA 587 and SEMIA 5019), a
bacterium widely used in Brazil and Ba. amyloliquefaciens, strain MBI
600), naturally occurring, of wild origin. The strain was isolated in the
United Kingdom and is deposited at the National Collection of Industrial,
Marine and Food Bacteria Ltd (NCIMB), Ferguson Building, Craibstone Estate,
Bucksburn, Aberdeen, AB21 9YA, Scotland. Accession number: NCIMB 12376.
Data recorded
The variables studied were: yield, 1000-grain weight, number and mass of
nodules, N content in leaves and grains, aerial and root dry matter production. After physiological maturity,
the four central lines of the plot were harvested, 0.50 meters were discarded
from each headland, and then the material was threshed and dried; the yield (kg
ha-1) of grains was then determined at 13% moisture.
Using a subsample of the collected material, 300 grains were counted and
weighed for each plot, and the mass of one thousand grains was calculated from
these values. To record number of nodules, five plants were harvested per plot
at the R1/R2 stage. The plants were cut at ground level, and with a 942 cm³
volume cylinder (10 cm diameter by 12 cm in height) the roots of these plants
were collected and later washed. After washing the roots, the nodules were
removed and counted. Then, they were taken to a forced air ventilation oven at
65°C for 72 h and then weighed to obtain the dry mass of nodules. To evaluate the production of
aerial and root dry mass, the same plants used to evaluate nodules were used.
The total fresh aerial and root mass were weighed, 150 g sampled, and placed in
a forced air ventilation oven at 65°C for 72 h to determine the percentage of
dry mass. After this evaluation, the aerial and root dry mass per plant was
estimated.
Finally, to
determine the N content in the shoot, 20 leaves were collected from each plot,
for which the 3rd completely expanded leaf was sampled. The grains obtained at
harvest were used to evaluate the N of the grains. The leaf and grain samples
were placed in a forced air ventilation oven at 65°C, until constant weight was
obtained. Subsequently, the samples were ground in a Wily mill with a 1-mm
diameter sieve and, after grinding, N was determined according to the
methodology proposed by the Manual of Chemical Analysis of Soils, Plants and
Fertilizers of Embrapa (Embrapa 2009).
Statistical analysis
The trial was statistically evaluated in a factorial arrangement. Thus,
the isolated effects of the sources of local variation and treatment, as well
as the interaction between these factors, were evaluated. When a significant
effect of the sources of variation was observed, the Tukey test was performed
at 5% significance. All analyses were performed using the Sisvar v. 5.6
software.
Results
The analysis of variance (Table 3) indicated that the source of local
variation, except for the variable number of nodules, significantly influenced
(P < 0.01) all the other variables
studied. The source of treatment variation, in turn, except for the 1000-grain
weight and N content in the grain, significantly influenced (P < 0.01) all the other variables
studied. Finally, for all variables studied, there was no interaction between
site and treatment.
All the sites studied were statistically different regarding yield
(Table 4). The highest yield (5,137 kg ha-1), as well as the highest
number and weight of nodules, N content in leaves and grains, and aerial dry
mass were obtained in the experiment conducted in Água Doce/SC. In addition,
the lowest yield was observed in the trial conducted in Sertão/RS and this
variable presented a negative relationship with TGM, since the highest TGM
value was recorded in this location. The highest yield (4,833 kg ha-1)
was obtained with treatment 7 (co-inoculation of Br. elkanii and Ba.
amyloliquefaciens applied in the sowing furrow) and differed statistically
from the absolute control, inoculated control, nitrogenated control, and
differed statistically from the treatments 4 (inoculation in the sowing
furrow). It is also important to highlight that treatment 7 showed
statistically similar yield to treatment 5 (co-inoculation of Br. elkanii
and Ba. amyloliquefaciens applied in seed treatment). Treatment 7 showed
a yield increase of 496 and 313 kg ha-1, respectively for the
absolute control and the inoculated control. Although there was no statistical
difference, treatment 7 (application in the furrow) showed an increase in yield
of 117 kg ha-1, compared to treatment 5 (application in seed
treatment). The importance of the inoculation of the soybean crop, treatments 1
and 2 – absolute control and inoculated control, was verified through the
inoculation of the soybean crop, which in the average of the locations,
provided an increase in yield of 183 kg ha-1. It is also important
to highlight that the replacement of the inoculant by N cover application
showed a yield loss of 59 kg ha-1 (Table 5). The lowest number of
nodules was 78.90 and 79.35 nodules per plant, respectively in the nitrogen
control and absolute control treatments (Table 5). These treatments differed
statistically from all other treatments studied. A similar behavior was
observed for the mass of nodules, in which the lowest values for this variable
were also observed in the nitrogen control, absolute control and synthetic
hormone treatments, being statistically different from all the other treatments
studied (Table 5).
The highest N content in the leaf (65.15 mg kg-1) was
observed in the nitrogen control treatment, which differed significantly from
the absolute control and inoculated control treatments, in addition to
treatments 7, 8 and 6, which presented the lowest values for this variable
(Table 5). The aerial part and root dry mass showed a similar behavior to that
already observed for N content in the leaf, in which the highest values for
these variables were 12.44 and 1.56 g plant-1, respectively for the
variables aerial dry mass and root dry mass, obtained with the nitrogen control
treatment – for both variables this treatment differed statistically from the
other treatments studied (Table 5).
Discussion
The absence of interaction between location and treatment, for all
variables studied, demonstrates that all treatments behaved similarly at all
locations, therefore, the results are stable. The results show that yield has a
direct and positive relationship with the increase in the number and mass of
nodules, N content in grains and leaves, and aerial dry mass. Similar results
were obtained by Dhami and Prasad (2009), who also reported a positive
relationship between yield and number of nodules. Table 3: Summary of the analysis of variance with the mean square
values for the variables yield, TGM, number of nodules and nodule mass, aerial
and root dry mass, of the soybean crop from the trials carried out in the
2021/22 harvest
SV |
DF |
Mean Square |
|||||||
Yield |
TGM |
Number nodules |
Mass nodules |
N leaves |
N grains |
Aerial mass |
Root Mass |
||
Block |
3 |
225411.87 * |
524.50 ns |
29.56 |
22366.89 ns |
1.02 ns |
0.68 ns |
0.57 ns |
0.0169 ns |
Location (L) |
3 |
9043542.98 ** |
4858.55 ** |
15816.97 ns |
309958.64 ** |
202.70 ** |
136.36 ** |
26.51 ** |
0.6605 ** |
Treatment (T) |
9 |
419235.72 ** |
325.12 ns |
886.49 ** |
42594.33 ** |
9.50 ** |
4.05 ns |
14.51 ** |
0.0538 ** |
L x T |
27 |
19652.57 ns |
387.82 ns |
163.82 ** |
6884.33 ns |
3.37 ns |
6.23 ns |
0.60 ns |
0.0140 ns |
Error |
117 |
58213.52 |
404.81 |
154.56 ns |
8433.04 |
3.57 |
3.66 |
0.72 |
0.014 |
CV (%) |
5.22 |
9.14 |
13.51 |
22.6 |
2.98 |
3.17 |
8.11 |
7.83 |
|
Mean |
4622 |
220.14 |
92.03 |
406.39 |
63.42 |
60.31 |
10.47 |
1.43 |
TGM – thousand grain mass; SV – source of variation; DF – degrees of
freedom; CV (%) – coefficient of variation; ** significant at 1%; ns – not significant
Table 4: Yield, TGM, number of nodules,
nodule mass, N content in leaf and grain and aerial and root dry mass, in the
soybean crop, in the different locations and the average of the treatments, in
the 2021/22 harvest
Location |
Yield |
TGM |
Nº Nodules |
Mass nodules |
N leaves |
N grains |
Aerial mass |
Root Mass |
(kg ha-1) |
(g) |
(Unit) |
(mg) |
(g kg-1) |
(g) |
|||
Água Doce |
5137 a |
211.7 b |
117.4 a |
521.6 a |
65.9 a |
62.4 a |
11.52 a |
1.48 b |
Candói |
4757 b |
209.7 b |
70.7 d |
310.1 c |
60.7 d |
57.9 c |
10.65 b |
1.42 b |
Guarapuava |
4601 c |
228.0 a |
96.2 b |
413.0 b |
64.5 b |
60.8 b |
10.09 c |
1.25 c |
Sertão |
3994 d |
231.2 a |
83.8 c |
380.9 b |
62.7 c |
60.1 b |
9.63 c |
1.56 a |
Mean |
4622 |
220.15 |
92.03 |
406.4 |
63.45 |
60.3 |
10.47 |
1.43 |
TGM – thousand grain mass; Means followed by the same letter do not
differ statistically from each other according to the Tukey test at 5%
significance
Table 5: Yield, TGM, number of nodules,
nodule mass, N content in leaf and grain, and aerial and root dry mass in the
soybean crop, with the different treatments and in the mean of the locations in
the 2021/22 harvest
No. Tr. |
Method |
Treatment |
Yield |
TGM |
Nº Nodules |
Mass nodules |
N leaves |
N grains |
Aerial mass |
Root Mass |
||
Gelfix |
Integral |
Extender |
(kg ha-1) |
(g) |
(Unit) |
(mg) |
(g kg-1) |
(g) |
||||
1 |
Control |
Negative control |
4337 d |
220,60 ns |
79,35 b |
317,80 b |
62,73 b |
59,85 ns |
8,49 c |
1,34 b |
||
2 |
Seed |
200 |
4520 cd |
220 |
96,98 a |
477,13 a |
62,50 b |
60,48 |
10,11 b |
1,43 ab |
||
3 |
Furrow |
300 |
4564 abcd |
221 |
91,78 ab |
416,23 ab |
63,53 ab |
60,28 |
10,54 b |
1,38 b |
||
4 |
Furrow |
600 |
4543 bcd |
208 |
97,73 a |
434,68 a |
63,95 ab |
60,75 |
10,91 b |
1,41 b |
||
5 |
Seed |
200 |
10 |
66 |
4716 abc |
224 |
93,90 a |
431,98 a |
63,65 ab |
60,45 |
10,31 b |
1,40 b |
6 |
Furrow |
100 |
5 |
33 |
4714 abc |
224 |
100,45 a |
434,73 a |
63,05 ab |
59,83 |
10,53 b |
1,46 ab |
7 |
Furrow |
300 |
15 |
198 |
4833 a |
222 |
97,28 a |
441,05 a |
63,05 ab |
60,7 |
10,47 b |
1,46 ab |
8 |
Furrow |
600 |
30 |
396 |
4809 ab |
222 |
90,35 ab |
409,98 ab |
63,03 ab |
59,73 |
10,52 b |
1,44 ab |
9 |
Cover |
Nitrogenated Control |
4461 cd |
220 |
78,90 b |
325,28 b |
65,15 a |
61,28 |
12,44 a |
1,56 a |
||
10 |
Seed |
200 |
(5.0 mL/100 kg) – * |
4728 abc |
220 |
93,90 a |
375,45 ab |
63,90 ab |
59,98 |
10,44 b |
1,43 ab |
|
Mean |
4622 |
220,15 |
92,06 |
406,43 |
63,45 |
60,33 |
10,47 |
1,43 |
TGM – thousand grain mass; Means followed by the same letter do not
differ statistically from each other according to the Tukey test at 5%
significance
*Synthetic hormones - (KINETIN = 0.09 g/L; GIBBERELLIC ACID = 0.05 g/L;
4-INDOLE-3-BUTYRIC ACID = 0.05 g/L)
Furthermore, the fact that the yield is statistically different at all
the locations studied is expected in the presence of edaphoclimatic differences.
In the mean of the treatments, the location with the highest TGM
(Sertão/RS – 231.2 g) had the lowest yield (3,994 kg ha-1). Thus,
the compensatory effect of the soybean crop is evident, i.e., in scenarios with a lower number of grains, the crop tends to
increase the TGM, even if this does not represent an increase in yield.
The treatments in which the soybean crop was co-inoculated with Ba. amyloliquefaciens – by
means of the commercial product Integral, regardless of the application
modality, led to higher yields than the absolute control and the
inoculated control. These results agree with Armendariz et al. (2019) and Dawood et al. (2023), who suggested that
inoculation with plant growth-promoting bacteria may be a safe and advantageous
practice to improve soybean growth and yield. Co-inoculation between
microorganisms provides an increase in the efficiency of biological nitrogen
fixation and enables greater absorption of water and nutrients, and ultimately
an increase in yield (Galindo et al.
2018; Alves et al. 2021).
Co-inoculation exerts synergic action with Bradyrhizobium sp. in the
process of biological nitrogen fixation (Hungria et al. 2022).
The data of this study reflects what is found in natural environments,
since the promotion of plant growth by means of microorganisms is not carried
out by a single bacterial isolate. Therefore, the association of compatible and
synergistic microorganisms presents superior results than the isolated
application of microorganisms (Fukami et
al. 2016; Barbosa et al. 2022;
Ngosong et al. 2022).
According to Pérez-Montaño et al.
(2014), co-inoculation studies with B. japonicum and plant growth-promoting
bacteria have become an increasingly frequent practice in the development of
sustainable agriculture. Co-inoculation thus represents a new biotechnological
tool to improve soybean yield without adding N chemical fertilizers, which
contributes to current sustainability practices in agriculture (Hungria et al. 2015; Jardin 2015).
Published data have shown that the co-inoculation of microorganisms has
the potential for a sustainable increase in yield. When compared to single
inoculations, the co-inoculation of two or more bacterial species showed a
beneficial relationship with the growth and accumulation of nitrogen not only
in soybean crops, but also in corn, rice, and wheat (Vargas-Díaz et al. 2019; Nascimento et al. 2021; Galindo et al. 2022).
The microorganisms studied can positively impact crop yield directly,
indirectly, or even due to a combination of the two (Fukami et al. 2018a. b; Marinković et al. 2018; Mustafa et al. 2019). Although yielding positive
results, it is difficult to pinpoint exactly what were the real effects of the
PGPB that positively impacted soybean yields, as described previously (Hungria et al. 2015; Pacentchuk et al. 2020). The results of this study
agree with Marra (2012). According to this author, inoculation with
microorganisms that can contribute to the greater availability of nutrients to
plants, or the management of their microbial populations, has been suggested to
reduce the use of mineral fertilizers. According to Turan et al. (2012), some strains of Bacillus
can act on sources of inorganic P, making them readily available to plants.
Similar results in which microorganisms promote plant growth and facilitate the
intake of nutrients, including P, were observed by Tabassum et al. (2017); Ferreira et al. (2019); Majeed et al. (2023).
Results showed that the different species belonging to the genus Bacillus have several mechanisms to
promote plant growth. Ba. amyloliquefaciens
comprises several strains that promote plant growth. In 2011, Borriss with his
co-authors created the division "subspecies plantarum" to include all plant-associated strains of Ba.
amyloliquefaciens (Borriss et al. 2011). Chromatographic studies of
the metabolites of Ba. amyloliquefaciens
indicate the synthesis of the auxin IAA (indoleacetic acid) as the main
substance responsible for promoting plant growth (Idris et al. 2007;
Fukami et al. 2018a, b). These phytohormones result in an impressive
improvement in root growth and architecture (Barbosa et al. 2022), which
means an increase in the uptake of water and nutrients, as well as an
improvement in the efficiency of nitrogen absorption (Cerezini et al.
2016; Galindo et al. 2022).
Besides the direct production of auxins, Ba. amyloliquefaciens can promote an indirect hormonal action in
the plant, through signaling molecules that alter the synthesis of endogenous
phytohormones in the plant, such as cytokinins and auxins (Asari et al.
2017). Some strains of B.
amyloliquefaciens also could promote plant growth through the production of
phytases (enzymes), which degrade the phytate present in soil organic matter,
making phosphate available to plants (Idriss et al. 2002; Makarewicz et
al. 2006). The absence of a significant effect on aerial and root dry mass
with the use of B. amyloliquefaciens
together with Br. elkanii, when
compared to the inoculated control, did not influence soybean yield. Similar
results were reported by Oliveira et al.
(2019).
There was no difference in yield between the forms of application, seed
treatment or sowing furrow. This demonstrates that the application in the
sowing furrow has the same technical feasibility as the use of microorganisms
only in seed treatment. These findings are essential for the practical use of
these treatments at the field level, as it allows the producer to choose
between two different forms of application.
Conclusion
There was no interaction between location and treatment, which
demonstrates the stability of the treatments and can be used in a wide range of
edaphoclimatic conditions. Co-inoculation between B. amyloliquefaciens
in association with Br. elkanii increased productivity by 5% when
compared to only with Br. elkanii. There was no difference in yield
between the forms of application, seed treatment or sowing furrow. Therefore,
co-inoculation between Ba. amyloliquefaciens in association with Br.
elkanii, regardless of the modality of application and edaphoclimatic
conditions, proved to be a viable management and capable of increasing the
productivity of soybean crops in a sustainable way.
Acknowledgments
We thank all the researchers and other collaborators who contributed to the execution of this work.
Author Contributions
RBB, LDD, and MCT planned the experiments; IES, FP, and AHS conducted
the field experiments; IES and LSM interpreted the results; IES, FP, and AHS
wrote the manuscript; and IES and FP statistically analyzed the data and
created the illustrations.
Conflicts of Interest
All authors declare no conflict of interest.
Data Availability
The data presented in this study will be available upon request to the corresponding author.
Ethics Approval
Not applicable to this article.
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