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ORIGINAL RESEARCH article

Front. Hortic., 03 May 2024
Sec. Viticulture, Pomology, and Soft Fruits
This article is part of the Research Topic Citriculture: Sustaining Quality Production View all 3 articles

Enhancing nutrient uptake and grapefruit (Citrus paradisi) growth through soil application of beneficial bacteria (Bacillus spp.)

  • 1Soil, Water and Ecosystem Sciences Department, Citrus Research and Education Center, University of Florida, Lake Alfred, FL, United States
  • 2Microbiology and Cell Sciences Department, Citrus Research and Education Center, University of Florida, Lake Alfred, FL, United States
  • 3Soil, Water and Ecosystem Sciences Department, Southwest Florida Research and Education Center, University of Florida, Immokalee, FL, United States

The term plant growth-promoting rhizobacteria (PGPR) refers to a root-associated bacteria that possesses several benefits for soil and the plant. The increasing demand for sustainable food production necessitates a shift towards agricultural practices that mitigate adverse environmental impacts. Excessive use of chemical fertilizers and pesticides has raised concerns, prompting a surge of interest in harnessing the potential of beneficial soil microorganisms, particularly plant growth-promoting rhizobacteria. This study explores the impact of soil inoculation with PGPR treatments on grapefruit seedlings, including a commercial strain of Bacillus velezensis, a fresh inoculum of Bacillus amyloliquefaciens, a mixture of three selected citrus endophytic Bacillus spp. isolates, inorganic fertilizers, and combinations thereof. The aim was to test their ability to enhance growth and nutrient uptake reducing the input of chemical fertilization. Results indicated that the combination of Bacillus velezensis and inorganic fertilization significantly improved soil nutrient availability and enhanced plant growth, surpassing both negative (water) and positive (inorganic fertilization) controls. Shoot and root system biomass showed significant increases from Bacillus velezensis plus inorganic fertilization compared to other treatments. These findings provide insights into management methods that can reduce chemical inputs while promoting plant productivity. The demonstrated benefits of PGPR on grapefruit seedlings highlight a promising approach for future research and applications in sustainable citrus cultivation.

Introduction

Developing methods to enhance agricultural sustainability is necessary for ensuring not only an adequate food supply but also for upholding global environmental protection for future generations (Nwachukwu et al., 2021; Wang et al., 2022). The activity of plant growth-promoting rhizobacteria (PGPR) has been documented in a wide range of strains across several different genera, including Azotobacter, Arthrobacter, Bacillus, Clostridium, Hydrogenophaga, Enterobacter, Pseudomonas, Serratia, Klebsiella, Microbacterium, Paenibacillus, and Azospirillum (Grobelak et al., 2015; Kumar Meena et al., 2015; Kumar et al., 2018; Numan et al., 2018; Barnawal et al., 2019). Root colonization by microbes is active (Compant et al., 2019) but it will be influenced by the root exudates from different plant species (Elsharkawy et al., 2023) reported by Jamil et al. (2022), and Antoszewski et al. (2022). Among the rhizobacteria that can colonize plants, we can find Bacillus amyloliquefaciens (Fan et al., 2015; Gamez et al., 2019), Bacillus subtilis (Blake et al., 2021; Hu et al., 2023), Bacillus velezensis (Shi et al., 2022; Sun et al., 2022) and some commercial strains of these species serve as biofertilizers and biocontrol agents. The ability of these strains to form resilient endospores can assist in ensuring their viability for the production of microbial inoculants (Tsotetsi et al., 2022) when added to the soil. As a result, its utilization in agricultural practices is rapidly expanding (Shi et al., 2022) as biostimulants for growth promotion (Senger et al., 2022), biofertilization (Bueno et al., 2022), and biocontrol agents (Chen et al., 2020).

A microbial inoculant (MI) is a category of agricultural amendments that uses live microorganisms to provide fertilizer benefits for crops (Gong et al., 2018). In numerous instances, utilizing microbial inoculants containing beneficial microorganisms instead of synthetic chemicals has raised attention for their ability to help plant growth, and offer enhanced nutrient availability while simultaneously fostering environmental benefits and augmenting soil productivity (Luo et al., 2022; Mawarda et al., 2022; Etesami et al., 2023). Global markets for PGPR are growing, especially products involving multiple live bacterial species in “consortia”. When multiple PGPRs are used together, they appear to provide additive benefits to plants compared to a single PGPR (Rosier et al., 2021).

Essentially, microbe-based biofertilizers can enhance both the correct development of plants as well as yield (Rosier et al., 2021; Shi et al., 2022) in several agricultural plants such as wheat (Triticum aestivum L.) (Zahra et al., 2023), sweet corn (Zea mays subsp. mays L.) (Akinrinlola et al., 2018), and tomato (Lycopersicon esculentum Mill.) (Mengistie and Awlachew, 2022; Patani et al., 2023). They achieved this by augmenting the soil availability of mineral nutrients, solubilizing phosphorus, and synthesizing phytohormones, all of which contribute significantly to the overall health of plants (Kumar et al., 2011; Gohil et al., 2022).

Citrus production in Florida has been adversely affected since the first detection of the Huanglongbing disease (HLB; Candidatus Liberibacter asiaticus), which is incurable and leads to an eventual tree death (Dala-Paula et al., 2019). Therefore, the need for vigorous citrus rootstock seedlings is a key component for the good development of trees at young stages, to provide tolerance of biotic and abiotic challenges as well as enhance their overall growth and yield (Vashisth et al., 2020). On the other hand, water and fertilizer play vital roles in the growth and fruit yield of citrus. The quantity of fertilizer used in citrus management is linked to both production costs and environmental concerns (Ma et al., 2022), thus nutrient management has been implemented to promote citrus trees’ health in Florida where soils are poorly drained and have low fertility (Hallman et al., 2022). Based on the current disease and nutrient problems the citrus industry in Florida is facing, the objective of this study is to evaluate the role of Bacillus spp. soil inoculations in citriculture, particularly in its ability to stimulate and enhance plant growth and improve nutrient uptake of grapefruit seedlings.

Materials and methods

The experimental site and grapefruit seedling establishment

The experiment was conducted in a greenhouse located at the Citrus Research and Education Center (CREC), Lake Alfred, Florida (28.1026° N, 81.7120° W). ‘Duncan’ grapefruit (Citrus Paradisi) seedlings were propagated from disease-free seeds collected directly from the fruit grown in the CREC CUPS (Citrus Under Protective Screens; Schumann et al., 2023) facility. Seeds were rinsed three times with distilled water to remove any juice vesicles, and then soaked in distilled water to discard floating seeds. The selected seeds were dried with paper towels and the seed coats were carefully removed with a previously sanitized blade (GEM 62-0161 carbon steel extra sharp single-edge blade). Two seeds were planted into each growth media plug in germination trays of the Double Bio Dome Seed-Starting System (Park Seed, Greenwood, SC) and allowed to germinate in the greenhouse. After three weeks of completed germination, the tallest vigorous seedlings with true leaves were transferred individually into 1.67-L plastic pots filled with unsterilized substrate media of 50% Canadian peat moss with the addition of pine bark, perlite, and vermiculite. All plants were fertilized every week until the start of the experiment 18 weeks after transplanting, then fertilization was stopped and only treatments based on fertilizer (T1) and B. velezensis plus fertilizer (T6) continued receiving reduced fertilization every four weeks (25% of the full rate) (Table 1). Monitoring and treating for any potential pest incidence were assessed weekly.

Table 1
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Table 1 Fertilizer description and nutrient concentration.

Experimental design and treatments

A randomized complete block design with seven treatments and five replications was used, with each plot (experimental unit) composed of four potted grapefruit seedlings. The treatments (Table 2) were applied as a 0.129 L pot-1 root drench and correspond to: (1) fertilization (Table 1), (2) B. velezensis (LALRISE VITA®; Lallemand Plant Care, Montreal, Canada), (3) fresh inoculum of B. amyloliquefaciens (commercial product Double Nickel 55®; Certis, Columbia, MD) where dormant spores were activated in a bioreactor 24 hours before application, (4) fresh inoculum of a consortium of B. subtilis, B. megaterium, and Bacillus sp. (citrus endophytic isolates) (Li et al., 2021), (5) a combination of fresh inoculum of B. amyloliquefaciens and the consortium of three B. subtilis isolates to test for additional synergy with bacterial combinations, (6) B. velezensis with the addition of fertilization and (7) water (control) with no additional application. The fertilizer treatment consisted of three different sources described in Table 1. The fresh inoculum of Bacillus spp. consortia was prepared by culturing the bacterium in a nutrient broth medium with agitation at 30°C for 24 hours and adjusted to 109 cells per milliliter with water.

Table 2
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Table 2 Description of treatments applied as a root drench to the pots (0.129 L pot-1).

Plant growth measurements

Tree seedling heights and diameters in two perpendicular directions were measured every month to obtain canopy volume based on the formula of Thorne et al. (2002), as well as trunk diameter measured 5 cm above the potting media. SPAD chlorophyll index (Konika Minolta, Ramsey, NJ) was collected monthly from three leaves per tree and averaged for each 4-tree plot. At the end of the experiment (three months after treatments began), every plot of four trees was photographed and four leaves per tree were collected and sent for N, P, K, Ca, Mg, S, Zn, B, Mn, Fe, and Cu concentration analysis at the Waters Agricultural Laboratory, Camilla, GA. Tree above-ground biomass and root biomass were obtained by separating leaves, shoots, and roots for each 4-tree plot. Bagged samples were placed in a drying oven (Fisher Scientific, Pittsburgh, PA) for 48 hours at 70°C, and were then weighed to obtain dry mass per plot.

Media sampling and estimation of microbial respiration

We hypothesized that microbial respiration from the most effective rhizobacterial treatments would increase compared to the controls. Growing media samples in the rhizosphere were obtained from the excavated root systems by gentle shaking into a plastic tray, to collect samples, mix and transfer them into plastic Ziploc bags. A mixed media sample from 4 trees was collected, representing the treatment plot and processed for microbial respiration in the lab by implementing the substrate-induced respiration method (Anderson and Domsch, 1978). Empty Mason jars were weighed, then 50 grams of media from the samples was weighed into the jars. To measure the CO2 respired, a 20 mL plastic scintillation vial was placed inside the jar with 4 mL of 1M NaOH. After 10 days of incubation in a growth chamber in dark- conditions at 35 degrees Celsius, vials were removed from the jars and capped. Jars were placed in the drying oven at 105 degrees Celsius for 48 hours to dry the media. Dry media was then weighed to calculate the percentage of gravimetric water content. The determination of CO2 produced by microbial respiration processes was based on the titration of 1M NaOH in vials with standardized 0.1M HCl and the use of phenolphthalein as a color indicator to determine the endpoint. An additional blank jar with a vial inside and no media was included in the incubation to calculate the titration amount with zero respiration.

Calculations

To obtain shoot biomass we summed the leaf and stem biomass and then conducted an ANOVA to find the significance among treatments. Similarly, the shoot-to-root ratio was calculated by dividing shoot biomass by root biomass. Finally, the N content in leaves was obtained by multiplying the leaf N concentration and the leaf biomass. In order to test the N fertilizer equivalent saved as a result of using PGPRs, a linear regression line of mg N applied per pot versus mg N/pot accumulated in leaves was calculated for treatments T1 (fertilizer) and T7 (control). The regression equation was then used to interpolate the mg N fertilizer equivalent contributed by each PGPR treatment according to its N accumulation in the leaf biomass.

Statistics

To identify significant differences between treatments, Analysis of Variance (ANOVA) was performed using Rstudio (Rstudio Team (2020). Rstudio: Integrated Development for R. Rstudio, PBC, Boston, MA URL http://www.rstudio.com/.) and conducting Post hoc comparisons with the Tukey HSD test to find statistical differences between means using the ‘agricolae’ package (De Mendiburu, 2022). The data was tested to be normally and independently distributed, from the seven treatment combinations with 5 replications. Differences were considered statistically significant when P ≤ 0.05.

Results and discussion

Grapefruit seedling growth

Results of grapefruit seedling growth measurements included height, canopy volume, trunk diameter, root, stem, and leaf biomass, and SPAD chlorophyll index. Tree height, canopy volume, trunk diameter, shoot biomass, root biomass, and chlorophyll index were significantly greater for plants inoculated with B. velezensis that also received fertilizer (Figures 16). The B. subtilis + B. amyloliquefaciens consortium treatment (T5) had a significantly higher shoot biomass than the untreated negative control (T7), despite the lack of any added fertilizer. The growth promotion ability may have an effect on roots (Shen et al., 2023) and can lead to an increase in water and nutrient uptake for the overall plant growth (Wang et al., 2020). In our results, Supplementary Figure 3 shows a very highly significant correlation (p<0.001) between leaf N accumulated and root biomass per tree to illustrate the linkage between enhanced root biomass and N uptake. The B. velezensis inoculation + fertilizer treatment (T6) produced significantly more shoot biomass than any other treatment, even including T1, the fertilized positive control (Figure 4), and the B. velezensis inoculation (T2), suggesting synergy between the B. velezensis and fertilizer. The ratio of shoot/root biomass is an estimate of response to physical, chemical, and biological factors related to above-ground architecture (Lopez et al., 2023). Supplementary Figure 1 shows no significant differences among treatments suggesting that the relative changes in root and shoot growth according to treatments were approximately proportional. The B. subtilis + B. amyloliquefaciens treatment produced a significantly higher (p<0.001) SPAD chlorophyll index than the control (Figure 6), but the other B. subtilis and B. amyloliquefaciens treatments did not show evidence of promoting tree growth (Figures 16).

Figure 1
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Figure 1 Average tree height per tree for treatments. Mean values and standard deviations were employed for representation. Different letters indicate significant differences between treatments (P < 0.05).

Figure 2
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Figure 2 Average canopy volume per tree for treatments. Mean values and standard deviations were employed for representation. Different letters indicate significant differences between treatments (P < 0.05).

Figure 3
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Figure 3 Average trunk diameter per tree for treatments. Mean values and standard deviations were employed for representation. Different letters indicate significant differences between treatments (P < 0.05).

Figure 4
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Figure 4 Average shoot (leaf + stem) dry biomass per tree for treatments. Mean values and standard deviations were employed for representation. Different letters indicate significant differences between treatments (P < 0.05).

Figure 5
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Figure 5 Average root dry biomass per tree for treatments. Mean values and standard deviations were employed for representation. Different letters indicate significant differences between treatments (P < 0.05).

Figure 6
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Figure 6 Average SPAD chlorophyll index for leaves sampled in treatments. Mean values and standard deviations were employed for representation. Different letters indicate significant differences between treatments (P < 0.05).

Soil inoculation with bacteria that promote plant growth is a promising technique for sustainable agricultural management and an effort to increase the efficiency of crops to uptake nutrient via symbiosis with microbes. In the present study, we anticipated that the applied bacteria would successfully establish around the rhizosphere in the potting media, as demonstrated in this study. However, when conducting microbial inoculation in open field soil conditions, the response of soil bacterial communities may be less consistent due to environmental variability such as tillage (Sergaki et al., 2018), pesticides, fertilizers, and sewage sludge amendments applied in raw form (Omotayo and Babalola, 2021). These environmental factors could disrupt the establishment and proliferation of the bacteria. Bacillus species are well known for their plant growth-promoting potential (Gohil et al., 2022), and based on our results, we could see a marked increase in above and below-ground plant biomass with PGPR inoculation. Although the specific mechanisms by which PGPR promotes plant growth are not fully understood (Backer et al., 2018), they are thought to include auxin secretion by B. velezensis, systemic induced resistance, phosphate solubilization (Wang et al., 2020; Wang et al., 2022) pathogen control, and secondary metabolites (Grobelak et al., 2015; Ghazy & El-Nahrawy, 2021) to protect and promote plant growth (Wang et al., 2020).

Microbial respiration assay

We hypothesized that microbial respiration from the most effective bacterial treatments would vary compared to the controls, however there were no significant differences among the microbial respiration of the treatments (Supplementary Figure 2). The positive and negative controls (untreated and fertilized) showed respiratory activity even though they were not inoculated with bacteria, and this indicates that unsterilized potting media can harbor a wide variety of microorganisms, whether they are beneficial (Huang et al., 2012; Al-Mazroui and Al-Sadi, 2015) or pathogenic species (Al-Sa’di et al., 2008; Al-Sadi et al., 2011). The fact that in the present work all the treatments showed microbial respiration activity suggests that it could have masked the activity of added PGPR treatments. From previous studies, we can identify the lack of analysis for bacterial communities’ characterization in potting media to assess changes in the activity of inoculated soil microbial communities (Al-Sadi et al., 2016; Mawarda et al., 2022).

Leaf nutrient analyses

Inoculation with B. velezensis together with the addition of a low (25%) fertilizer rate significantly increased leaf nitrogen (N), magnesium (Mg), and sulfur (S) concentrations compared to the other treatments of Bacillus species along with the positive and negative control (Table 3). Salvagiotti et al. (2009) reported a synergism in the uptake of N and S by plants, and a synergism of P and Mg uptake by plants was reported by Weih et al., 2021. However, in our study P concentration differences were not significant (Table 3) but increased levels of P uptake were observed from treatments inoculated with B. velezensis, B. amyloliquefaciens, and B. subtilis. Leaf concentrations of K, Ca (Table 3), Mn, and Cu (Table 4) were also not significantly different among treatments.

Table 3
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Table 3 The concentration of macronutrients in leaves for the different treatments.

Table 4
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Table 4 The concentration of micronutrients in leaves for the different treatments.

Nitrogen is one of the essential nutrients for crop growth and has been widely studied (Wang et al., 2014). In our study, due to a low rate of fertilization, leaf N concentration for all treatments was below the optimum rate required for citrus crops (Obreza et al., 2020), however, leaf N concentration for the B. velezensis plus fertilizer treatment, significantly outperformed the rest of the treatments (Table 3). A similar pattern was observed in the SPAD chlorophyll index (Figure 6), where fertilizer treatment B. velezensis plus fertilizer had the highest average chlorophyll content correlated to N status in the leaf.

In the absence of fertilizer, there were non-significant differences in leaf nutrient concentrations among treatments inoculated only with bacteria (Tables 3, 4), emphasizing the importance of synergistically including fertilizer with PGPR inoculation as some previous studies found, increasing yield in tomato (Solanum lycopersicum L.) (Clagnan et al., 2023) and cowpea (Vigna unguiculata L. Walp) (Stamford et al., 2020). Surprisingly, leaf iron (Fe) concentrations were higher for the control treatment (T7; Table 4), although Fe concentration was at the optimum level for all the treatments. For the negative control (T7), it is possible that other nutrients were more limiting than Fe, resulting in a lack of biomass growth and a relative concentration of Fe in the leaves when compared to the more thrifty treatments.

Stamford et al. (2020); Clagnan et al. (2023) and Angulo et al. (2020) have examined the potential beneficial effects of microbial-based fertilizers on the rhizosphere in a competitive nutrient-limited environment. After soil inoculation, these microorganisms contribute to nitrogen fixation, solubilization/mobilization of soil nutrients, and secretion of substances that enhance plant growth (Shahwar et al., 2023). The B. amyloliquefaciens + B subtilis consortia (T5) treatment accumulated the most leaf N per tree for any unfertilized treatment, and significantly more than B. amyloliquefaciens (T3; Supplementary Figure 4). PGPRs play a key role when unavailable nutrients are present in the soil or nearby the rhizosphere (Prasad et al., 2019). From the regression line of N fertilizer applied versus leaf N accumulated (y = 0.4015x - 169.19), we estimated the amount of N contributed by PGPRs that was not derived by chemical N fertilizer. T6 was the highest (105 mg N/pot), followed by T5 (47 mg N/pot), T2 (16 mg N/pot), T4 (14 mg N/pot), and T3 (-23 mg N/pot). The negative value for T3 suggests microbial N immobilization. For T6, the amount of fertilizer N applied (82 mg N/pot) was subtracted from the interpolated result, leaving only the equivalent portion derived from PGPR activity (105 mg N/pot). The highest N fertilizer equivalent provided only by PGPRs was T5 (B. amyloliquefaciens + triple B. subtilis consortia), which was 57% of the amount of chemical N fertilizer supplied in treatments 1 and 6. Gohil et al., 2022 reported that Bacillus sp. PG-8 was able to solubilize insoluble nutrients to help the plant growth. Phosphate solubilization is most frequently attributed to Bacillus isolates by 80% compared to Azotobacter, Pseudomonas, and least by Mesorhizobium (Ahmad et al., 2008). The promotion of plant growth can be ascribed to various mechanisms, including the synthesis of plant growth-promoting hormones within the rhizosphere and the involvement in other plant growth-promoting activities (Ahmad et al., 2008). In recent years, numerous strains of B. velezensis have been discovered and extensively examined for their impact on plant growth, disease, and pest resistance, and the induction of systemic plant defenses, while some strains have proven to be pivotal in enhancing crop yield.

Conclusions

This study demonstrated that PGPR inoculation using B. velezensis plus fertilizer as a root drench significantly increased root biomass, trunk diameter, tree height, canopy volume, and SPAD chlorophyll index of grapefruit seedlings. The combination of these factors can contribute to healthier and more robust plants. The increase in canopy volume is indicative of greater foliage density, which can have a direct influence on photosynthesis, light interception, and overall productivity. In the same context, the study also shows that the chlorophyll index, an indicator of photosynthetic activity, was significantly enhanced by the B. velezensis inoculation and fertilizer. Furthermore, the study reveals that leaf nutrient concentrations, particularly nitrogen (N), sulfur (S), and magnesium (Mg), were significantly increased in plants treated with PGPR and fertilizer compared to other treatments.

Another key finding of this research was the necessity of sufficient fertilizer in the root zone in order to obtain the desired benefits from PGPR inoculation. Future studies designed to establish the critical nutrient levels required for optimizing the function and benefits of PGPR would help refine recommendations for their widespread use in citrus cultivation. Nursery trees grown in artificial media and drenched with PGPR could reach marketable size sooner, with less resources. The increased root biomass of PGPR-grown nursery trees would be especially valuable during the transplanting and establishment of trees in the field.

Data availability statement

The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.

Author contributions

LC: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing. JL: Resources, Writing – review & editing. NW: Resources, Writing – review & editing. SS: Writing – review & editing. AS: Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Writing – review & editing.

Funding

The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This material is based upon work that is supported by the National Institute of Food and Agriculture, U.S. Department of Agriculture, under award number 2018-70016-27387.

Acknowledgments

We would like to recognize the assistance received from Napoleon Mariner, Perseverança Mungofa, Laura Waldo, and Timothy Ebert for their valuable guidance and experience.

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher’s note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

Supplementary material

The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fhort.2024.1383013/full#supplementary-material

Supplementary Figure 1 | Average shoot/root dry biomass ratio for treatments. Mean values and standard deviations were employed for representation. Different letters indicate significant differences between treatments (P < 0.05).

Supplementary Figure 2 | Microbial respiration obtained from media samples represented as milligrams of CO2-C per gram of soil media respired by microbes. Mean values and standard deviations were employed for representation. Different letters indicate significant differences between treatments (P < 0.05).

Supplementary Figure 3 | Correlation relationship between leaf N accumulation per tree and root biomass per tree.

Supplementary Figure 4 | Leaf N accumulation per tree according to treatment.

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Keywords: PGPR, beneficial bacteria, nutrient uptake, growth promotion, sustainable production, biofertilizer

Citation: Cano-Castro L, Li J, Wang N, Strauss SL and Schumann AW (2024) Enhancing nutrient uptake and grapefruit (Citrus paradisi) growth through soil application of beneficial bacteria (Bacillus spp.). Front. Hortic. 3:1383013. doi: 10.3389/fhort.2024.1383013

Received: 06 February 2024; Accepted: 22 April 2024;
Published: 03 May 2024.

Edited by:

Anoop Kumar Srivastava, Central Citrus Research Institute (ICAR), India

Reviewed by:

Shobit Thapa, National Bureau of Agriculturally Important Microorganisms (ICAR), India
Prabhat Pramanik, Indian Agricultural Research Institute (ICAR), India

Copyright © 2024 Cano-Castro, Li, Wang, Strauss and Schumann. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Arnold W. Schumann, schumaw@ufl.edu

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