Abstract
Purpose: In the Amazon, farmers use chemical fertilizers on a large scale to meet the nutritional requirements of some crops. Plant-growth promoting bacteria (PGPB) offer a sustainable alternative to enhance crop productivity. This study aimed to prospect novel PGPB from Amazonian black pepper (Piper nigrum L.) roots. Methods: Bacterial isolates were obtained from plant roots, evaluated for their biofertilizing potential, and the most promising strain was selected for genome sequencing. Taxonomic classification was based on 16 S rRNA gene sequencing. ACC deaminase activity, phosphate solubilization, and nitrogen fixation were assessed. Genome sequencing was performed using the Ion GeneStudio S5 platform. Results: The 20 isolates were affiliated to Enterobacter (7 isolates), Klebsiella (4 isolates), Kosakonia (5 isolates), Bacillus (2 isolates), and two unclassified bacteria. Seven isolates were positive for ACC deaminase activity, while four were positive for the presence of the nifH gene. Nitrogenase gene was found only in Kosakonia isolates. Ninety isolates were able to solubilize phosphate. The isolate Pn16 was the most promising and presented a genome of 6,432,985 bp, GC content of 55%, 6,465 Coding Sequences, 10 Symbiotic Islands, 28 biosynthetic gene clusters, and several genes involved in plant-growth promotion such as phoU-pstSCAB-phoBR, oqxAB, ipdC, speADEGF, nifHDK. Conclusions: We were able to isolate a bacterium with potential for biofertilization. Based on phylogeny and Average Nucleotide Identity, we propose the classification of the Pn16 isolate as Kosakonia pseudosacchari Pn16.
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1 Introduction
Endophytic bacteria able to promote plant growth are a promising source for the development of products for sustainable agriculture (Chouhan et al. 2021). Despite the old and extensive studies and the long list of commercialized bacterial inoculants (Glick 2012), the use of biofertilizers in the Amazon region is scarce (Oliveira et al. 2020). These bacteria help plants to grow through direct and/or indirect processes such as biological nitrogen fixation, 1-aminocyclopropane-1-carboxylic acid (ACC) deaminase activity, and phosphate solubilization (Jeon et al. 2003; Marques et al. 2010; Mendes et al. 2018; Pereira et al. 2019; Santos et al. 2021). Moreover, strains of Plant Growth-Promoting Bacteria (PGPB) have been isolated from several environments and exert effects on a range of crop species (Katsenios et al. 2022). Studies have revealed that endophytes from the same plant species may have developed specific adaptations to the environmental conditions of the host plant, such as soil type, climate, and disease pressures., and can be more efficient and competitive compared to the non-indigenous strains (Verma et al. 2013). In a recent study, Nascimento et al. 2021 quantified the effect of inoculation of native diazotrophic bacteria on seedlings of Eucalyptus uruphylla.
PGPB have been used as biostimulants (Lopes et al. 2021), biofertilizers (Cortivo et al. 2017), and for biocontrol (Nascimento et al. 2015; Toh et al. 2016). Kodithuwakku and colleagues (2016) evaluated different combinations of inoculants for black pepper growth and demonstrated that plants inoculated with Trichoderma sp. and/or Pseudomonas fluorescens exhibited higher leaf area, shoot height, root volume, and shoot and root dry mass compared to the control group. PGPBs have been isolated from black pepper (Oliveira et al. 2020), brachiaria (Hungria et al. 2021), and lettuce (Cardoso et al. 2019), among other plants. Some microbial species that have shown potential for the promotion of black pepper growth were the rhizobacterium Bacillus velezensis RB.DS29 (Trinh et al. 2019), the endophytic bacteria Klebsiella sp. and Enterobacter sp. (Jasim et al. 2013), and the fungus Piriformospora indica (Anith et al. 2018). Black pepper (Piper nigrum L.) belongs to Piperaceae family, and it consists of one of the most important agricultural crops in the world. The Singapore cultivar started to be commercially exploited around 1933 in Tomé-Açu, Pará, Brazilian Amazon (Lemos, 2011). The state of Pará produces around 36,156 tons of black pepper, representing 32% of Brazilian production (IBGE, 2020). Thus, due to its socioeconomic importance it becomes a promising source for prospecting biotechnological products such as PGPB.
Among the PGPB described so far, Kosakonia spp. have demonstrated excellent results for use as biofertilizer (Quintas-Nunes et al. 2022). Genomic data have provided valuable insights into the genetic diversity, evolutionary adaptation and biotechnological applications of this taxon. Recombination mechanisms and gene acquisition were identified as significant drivers of genome evolution in Kosakonia (Jan-Roblero et al. 2020; Quintas-Nunes et al. 2022). They have been described in several ecological niches, from human tissues to plants (Mertschnigg et al. 2020; Yang, 2018). The genome of Kosakonia radicincitans strain MUSA4, a diazotrophic bacterium isolated from banana leaves, presented several characteristics to promote plant growth including phosphate solubilization, nitrogen fixation, and the production of indole acetic acid, siderophores, acetone, and polyamine (Quintas-Nunes et al. 2022). In contrast, Zhang and colleagues (2022) described a phytopathogenic strain Kosakonia sp. Pa82 infecting Patchouli plants in Guangdong, China. Genes involved in virulence, adhesion, biofilm formation, and endotoxin were predicted on its genome. These findings highlight the metabolic and ecological diversity of the genus and the importance of additional studies.
The use of PGPBs contributes to sustainable agriculture by reducing the application of chemical fertilizers in the soil. Thus, the aim of this study was to isolate endophytic bacteria from a P. nigrum crop at the Brazilian Amazonia and evaluate their capacity to promote plant growth through molecular e microbiological methods. Additionally, the genome of the isolate with the highest potential for biological fertilization was sequenced on the Ion GeneStudio S5 platform.
2 Materials and Methods
2.1 Bacterial Isolation
Root samples of black pepper (P. nigrum L. cultivar Bragantina) were collected at the Baião city, state of Pará, Brazil, in April 2019 (02º47’26’’ S and 49º40’18’’ W). Samples were stored in ~ 10ºC and processed within 4 h after collection. Endophytic bacteria were isolated, according to Fidalgo and colleagues (2016). Roots (2 to 5 g) were cleaned with Phosphate-Buffered Saline (PBS) 1X to remove the soil. Samples were immersed in ethanol 96% for 1 min, sodium hypochlorite 5% for 30 min, ethanol 96% for 1 min, and washed with sterile distilled water three times. Tissues were macerated with a mortar and pestle for endophytic bacteria isolation. A serial dilution in saline solution (NaCl 0.95%) was performed, and aliquots of 100 µL from dilutions 10− 4 to 10− 8 were plated on TSA supplemented with cycloheximide 100 µg mL-1. Plates were incubated for up to 72 h at 28 ± 2 °C. Bacterial colonies with different morphologies were selected, and axenic cultures were obtained by the streak plate method. All colonies that presented different characteristics were isolated (colony shape and color). The technical and financial capacity of the project was also taken into consideration to define the number of total isolates. Isolates were Gram stained, and their morphology was visualized in the optic microscope Eclipse 80i (Nikon) coupled to a Ds-Ri1 camera (Nikon).
2.2 DNA Extraction and Taxonomic Classification
DNA extraction was performed using the phenol/chloroform/isoamyl alcohol method (Sambrook, 1989), and the DNA was quantified in nano spectrophotometer NanoDrop (Thermo Fisher Scientific). The 16S rRNA gene was amplified using primers 8F (5’-AGAGTTTGATCCTGGCTCAG-3’) and 1492R (5’-GGTTACCTTGTTACGACTT-3’). The reaction was made in a final volume of 25 µL, containing 0.5 to 10 ng of template DNA, 1 µM of each primer; dNTPs 0.2 mM; MgCl2 2.5 mM, and 2.5 U of Taq DNA polymerase (Invitrogen). Cycling was performed in the GeneAmp 9700 (Thermo Fisher Scientific) with an initial step of denaturation of 94 °C for 5 min, followed by 30 cycles of 94 °C for 1 min, 55 °C for 1 min, and 72 °C for 1 min, and a final step of 72 °C for 10 min. The amplicons were sequenced in the ABI 3500 platform (Thermo Fisher Scientific). Forward and reverse sequences were compared to the 16 S rRNA database from GenBank using BLASTn. Isolates Pn6, Pn11, Pn13, and Pn17 were sequenced only once (forward or reverse).
2.3 ACC Deaminase Activity Assay
Isolates were evaluated for 1-aminocyclopropane-1-carboxylate (ACC) deaminase activity according to Penrose and Glick (2003) using DF minimum medium. Briefly, isolates were grown overnight in Tryptic Soy Broth (TSB), subsequently centrifuged at 10,000 g for 5 min and washed with PBS 1X three times to eliminate TSB. Isolates were inoculated in DF minimum medium supplemented with 3 mM of ACC (test group) as the sole source of nitrogen, without ACC (negative control), or with 2 g L-1 of (NH4)2SO4 (positive control). Plates were incubated for up to 72 h at 28 ± 2 °C, and bacterial growth was checked daily.
2.4 Molecular Detection of nifH Gene by PCR
The ability to fix nitrogen was evaluated by the partial amplification of the nifH gene. PCR was performed using primers IGK3 (5’-GCIWTHTAYGGIAARGGIGGIATHGGIAA-3’) and DVV (5’-ATIGCRAAICCICCRCAIACIACRTC-3’). These primers were identified by Gaby and Buckley (2012) as those with the best performance for the amplification of nifH in a wide range of taxa. Reactions were made in a final volume of 25 µL, containing 1 µL of resuspended bacterial colonies, 1 µM of each primer, dNTPs 0.2 mM, MgCl2 2.5 mM and 2.5 U of Taq DNA polymerase (Invitrogen). All reactions were made in triplicate and a negative control was added. Thermal cycling was performed on GeneAmp 9700 system (Thermo Fisher Scientific) with an initial step of denaturation of 94 °C for 10 min, followed by 25 cycles of 94 °C for 1 min, 55 °C for 1 min, 72 °C for 1 min, and a final step of 72 °C for 10 min. Amplicons were visualized in 1% agarose gel stained with ethidium bromide. Isolates were positive when 383 bp fragments were visualized in all triplicates.
2.5 Phosphate Solubilization Assay
Phosphate solubilization was determined by growing the isolates in the NBRIP medium as described by Nautiyal (1999). Briefly, isolates were grown overnight in TSB, subsequently centrifuged at 10,000 g for 5 min and washed with PBS 1X three times to eliminate TSB medium. Cell density was adjusted to 0.5 McFarland. Isolates were inoculated in NBRIP medium by dropping 10 µL of the washed cultures in the solid medium in triplicate. Plates were incubated at 30 ± 2ºC for up to 7 days. The diameter of the transparent halo formed around the bacterial colony was measured and the result was expressed as solubilization efficiency (E) using the following formula proposed by Nguyen and colleagues (1992):
Replicates were compared by Analysis of Variance (ANOVA) and the averages were compared using the Tukey test (p < 0,05).
2.6 Whole Genome Sequencing
The most promising isolate for plant growth promotion was selected for whole genome sequencing. DNA was extracted using the DNeasy Blood and Tissue kit (Qiagen) according to the manufacturer’s protocol. Nucleic acid was quantified in nano spectrophotometer NanoDrop (Thermo Fisher Scientific). Sequencing was performed in the Ion GeneStudio S5 platform (Thermo Fisher Scientific) using a fragment library that was prepared by the Ion Chef instrument (Thermo Fisher Scientific). The reads of up to 200 bp were trimmed and filtered using a cut-off Phred > 20 and a minimum size of 100 bp using Trimmommatic v.0.35 (Bolger et al. 2014). Assembly was performed using Velvet v.1.2.10 (Zerbino and Birney 2008) and a sequence scaffold was obtained using Kosakonia pseudosacchari BDA-62-3 as a reference genome in the software Contiguator v.2 (Galardini et al. 2011).
2.7 Comparative Genomics
Open Reading Frames (ORFs) were automatically predicted with Prokka v.1.14.15 (Seemann 2014). To confirm and improve the automatic annotation, BlastKOALA and KEGG were used (Kanehisa et al. 2016). Symbiotic Islands (SIs) were predicted using GIPSy v.1.1.2 (Soares et al. 2016) with default parameters. Biosynthetic gene clusters (BGCs) were predicted using AntiSMASH v.4.0 (Blin et al. 2017). Resistance genes were predicted using ResFinder v.4.0 (Bortolaia et al. 2020) and plasmids were predicted using PlasmidFinder v.2.0.1 (Carattoli and Hasman 2020). Fifteen Kosakonia complete genomes were downloaded from GenBank and used to calculate the pangenome of the genus with the Roary pipeline v.3.11.2 (Page et al. 2015). The genome sequence data was uploaded to the Type (Strain) Genome Server (TYGS), for phylogenomic analysis using standard parameters (Meier-Kolthoff and Göker 2019). Circular genome image was generated with BRIG v.0.95 (Alikhan et al. 2011). For gene content comparisons, reference genomes downloaded from GenBank were annotated with Prokka to normalize the predicted coding sequences. Pairwise genome comparisons were performed using Average Nucleotide Identity (ANI) analysis in the online tool JSpeciesWS (Richter et al. 2015).
3 Results
3.1 Bacterial Isolation and Assessment of Plant-growth Promotion Characteristics
Twenty endophytic isolates were obtained from the black pepper roots. Eighteen strains were Gram-negative and two were Gram-positive. According to 16 S rRNA gene sequencing, they were affiliated to four genera: Enterobacter (7 isolates), Kosakonia (5 isolates), Klebsiella (4 isolates), Bacillus (2 isolates), and two unclassified bacteria. Identity values ranged from 98.80 to 100% (Table 1).
Seven isolates were positive for the ACC deaminase activity (Table 1) (Pn2, Pn3, Pn12, Pn13, Pn16, Pn17, and Pn20) and were affiliated to genera Enterobacter, Klebsiella, Kosakonia, and one unclassified bacterium (Table 1). Four isolates were positive for the nifH gene (Pn12, Pn16, Pn17, and Pn19). They were affiliated to the Kosakonia genus (Table 1). Finally, only one isolate was not capable of solubilizing inorganic phosphate. The isolates Pn17 and Pn10 presented the highest solubilization efficiency: 166% and 155%, respectively (Table 1). The isolate Pn13 presented the lowest solubilization efficiency, 19% (Table 1). Isolates with solubilization efficiency higher than 100% were detected in all genera: Klebsiella, Bacillus, Enterobacter, and Kosakonia.
3.2 Genomics of Kosakonia Pseudosacchari Pn16
Kosakonia pseudosacchari Pn16 presented a genome of 6,432,985 bp in size, GC content of 55%, 6,465 Coding Sequences (CDSs), and no plasmids were found (Fig. 1). The final scaffold was composed of 129 contigs with a N50 of 10,935 bp. Functional annotation identified 532 CDSs related to carbohydrates metabolism, 515 related to amino acid metabolism, 248 related to protein metabolism, and 246 related to cofactors, vitamins, and prosthetic groups. Ten Symbiotic Islands were detected by GIPSy and 28 potential Biosynthetic Gene Clusters (BGCs) were predicted by AntiSMASH. The phylogenomic analysis showed that K. pseudosacchari Pn16 clustered in a clade with the species K. sacchari, K. pseudosacchari, and K. quasisacchari supported by a bootstrap value of 100 (Fig. 2), being K. pseudosacchari JM-387 the closest species. A second clade was formed by the species K. arachidis, K. oryzae, K. oryziphila, K. oryzendophytica, and K. radicincitans (Fig. 2). K. cowanii was the most distant taxon within the genus. All Kosakonia sp. grouped together and were separated from the Enterobacter sp. genomes (Fig. 2). The pangenome was composed of 21,594 genes, divided into a reduced core genome of 789 genes and an accessory genome of 12,230 genes (Fig. 3). K. pseudosacchari Pn16 presented 523 unique genes (Table S1). Most of these genes were hypothetical proteins and transporter proteins. The Heap’s Law alpha value of 0,4779 demonstrated that the genus has an open pangenome.
Several genes involved in plant-growth promotion were detected including: speA, speD, speE, speG, speF, tam, and ipdC (production of indole-3-acetic-acid and spermidine); arsC, arsB, cutC, sbnD, corC, fepD, and fepG (siderophore production and metal tolerance); phoU, phoB, phoR, pstS, pstB, pstA, and pstC (phosphate solubilization regulon); oqxA, oqxB, mdtA, and mdtB (antibiotic and biocide resistance); nifH, nifD, and nifK (nitrogen fixation). K. pseudosacchari Pn16 also has the entire operons for dissimilatory nitrate reduction (narG, narH, narI, and narK), nitrite reduction (nirB, nirD, nirC, and CysG), and nitric oxide reduction (norV and norW). Finally, genes involved in nitrous oxide reduction were not found.
4 Discussion
Species from the Enterobacteriaceae family such as Enterobacter sp., Kosankonia sp., and Klebsiella sp. have been described associated to roots of several plant crops such as sorghum (Silva et al. 2018) and peach palm (Silva et al. 2022). Jasim and colleagues (2013) isolated and identified twelve endophytic bacteria from P. nigrum L. where two of them presented 99% identity with Enterobacter cloacae and Enterobacter sp. Other PGPB isolated from black pepper include Bacillus sp., Pseudomonas sp., Enterobacter sp., Pantoea sp., Klebisiella sp., Kosakonia sp., Micrococcus sp., Curtobacterium sp., Serratia sp., Acinetobacter sp., Brevibacillus sp., Proteus sp., and Staphylococcus sp. (Aravind et al. 2009; Zakry et al. 2010; Toh et al. 2016; Wiratno et al. 2019; Dang and Thanh 2021). Additionally, Klebsiella sp., Kosakonia sp., and Pantoea sp. were also reported as potential PGPB in several other plant crops (Nascimento et al. 2015; Duarte et al. 2020). Kosakonia spp. were commonly found in environmental samples and have recently been recognized to interact and exert beneficial effects on plant growth (Quintas-Nunes et al. 2022).
ACC deaminase activity, nitrogen fixation, and phosphate solubilization are common characteristics of PGPB (Olenska et al. 2020) that were evaluated in our study. Several methods to analyze plant-growth promotion characteristics are used, some more analytical than others (Santoyo et al. 2019). The ACC deaminase activity and the ability to solubilize phosphate were determined using microbiological methods (Penrose and Glick 2003; Nautiyal 1999). The ability to fix nitrogen was predicted by the partial amplification of the nifH gene using PCR (Gaby and Buckley 2012). The ability to use ACC as the sole nitrogen source is a consequence of the ACC deaminase activity (Penrose and Glick 2003). Positive isolates for the ACC deaminase activity were affiliated to the genera Enterobacter, Klebsiella, and Kosakonia (Table 1). These taxa were also reported as positive for ACC deaminase activity in other studies (Nonaka et al. 2008; Jasim et al. 2013; Lau et al. 2020). Choudhury and colleagues (2021) demonstrated that enzyme activity was improved in co-cultivation with two or more PGPB. This result indicates that these isolates have potential to cleave ACC into α-ketobutyrate and ammonia, thereby reducing the amount of ACC available for ethylene biosynthesis. By doing so, ACC deaminase-producing bacteria can alleviate the negative effects of ethylene on plant growth and enhance plant tolerance to various stressors, such as drought, salinity, and heavy metals (Moon and Ali 2022).
The nifH gene was only detected in isolates affiliated to the Kosakonia sp. K. pseudosacchari Pn16 has two clusters of nitrogen fixation genes. They are the most efficient and widespread variant of nitrogenase, composed of a Fe protein (nifH) and a MoFe protein (nifD and nifK) (Gaby and Buckley 2012). The ability to fix nitrogen can enhance plant growth by providing a source of nitrogen to the plant (Santoyo et al. 2019). The primers IGK3 and DVV were identified by Gaby and Buckley (2012) as those with the best performance for the amplification of the gene in a wide range of taxa. The nifH gene has been widely used in culture-independent studies on nitrogen-fixing bacteria (Liao and Inglett 2014; Moseman-Valtierra et al. 2016) and is considered one of the best genetic markers to identify diazotrophs (Meng et al. 2019). The ability to fix nitrogen was previously reported in free-living Kosakonia sp. (Chen et al. 2020; Bar-Shmuel et al. 2020). Meng and colleagues (2015) identified six isolates of root associated Kosakonia that were positive for the nifH gene. It is worth noting that PCR method may fail to detect nifH, mainly due to the presence of phylogenetically distant nitrogen-fixing enzymes (Islam et al. 2007). K. pseudosacchari Pn16 also presented genes involved in other processes of the nitrogen cycling (Fig. 4). Dissimilatory nitrate reduction, catalyzed by the periplasmic enzyme Nap or the membrane-bound cytosolic enzyme Nar, is a crucial step that controls the bioavailability of nitrate in several ecosystems (Asamoto et al. 2021). K. pseudosacchari Pn16 carries Nar-mediated dissimilatory-nitrate reduction genes (Fig. 4), which emphasizes its importance not only for biological fixation of N but in maintaining the bioavailability levels of nitrate in the soil. Nitrate can be reduced to ammonium or denitrified to N2. K. pseudosacchari Pn16 does not have the genes for dissimilatory nitrate reduction to ammonium. However, it has an almost complete denitrification pathway starting at the nitrite reduction (nir operon) followed by nitric oxide reduction (nor operon) but does not have genes for reduction of nitrous oxide to N2 (Fig. 4).
Compared to other Kosakonia species, K. pseudosacchari Pn16 presented key genes for promotion of plant growth. For example, K. pseudosacchari Pn16 and K. radicincitans DSM 16,656 shared genes related to phosphate solubilization such as the pho and pst genes, as well as enzymes with ACC deaminase activity, such as the spe gene. Regarding the production of siderophores, the only set of genes shared between the species was the Ferric Enterobactin Transporter (Fep) (Berger et al. 2017). Additionally, K. pseudosacchari Pn16 carries genes for flagellum formation and three types of secretion systems: type I (TISS), type II (TIISS), and type III (TIIISS). TIIISS is crucial for the establishment of symbiosis in bacteria of the genus Rhizobium and for colonization of the plant rhizosphere by saprophytic Pseudomonas (Viprey et al. 2002; Rainey et al. 2002).
The best phosphate solubilizing species were the same found by Silva and colleagues (2018) in sorghum including Klebsiella sp., Pantoea sp., Enterobacter sp., and Kosakonia sp. Dang and Thanh (2021) found isolates from black pepper affiliated to the genus Bacillus with high capacity of solubilization, ranging from 2.75 up to 61.88 mg of phosphorus pentoxide by 1 L of medium after five days of incubation. Recent works have highlighted the plant-growth promotion potential of the genus Kosakonia. Several members of this genus are endophytes of different agricultural plants and demonstrated important features such as IAA production, phosphate solubilization, and antimicrobial activity against plant pathogens such as Botrytis spp. and Phytophthora spp. (Olanrewaju et al. 2017; Romano et al. 2020). However, the genus Kosakonia still remains largely unexplored, especially its genetic characteristics (Romano et al. 2020).
The phylogenetically closest species to our isolate was K. pseudosacchari JM-387, a beige pigmented strain, isolated from field-grown corn root tissue in Tallassee, Alabama (Kämpfer et al. 2016). The ANI analysis showed 98.75% identity between K. pseudosacchari Pn16 and other K. pseudosacchari genomes. Our isolate has a genome larger than the other four K. pseudosacchari deposited in GenBank (GCA_015167415.1, GCA_027912575.1, GCA_900184035.1, GCA_002510255.1). Ten Symbiotic Islands were detected by GIPSy with an average size of 12,445 bp. Several important genes were detected in these islands such as the formate dehydrogenase (fhdS) enzyme gene that catalyzes the oxidation of formate to carbon dioxide coupled to the reduction of NAD+ to NADH (Hatrongjit and Packdibamrung 2010). This enzyme plays an important role in cell energy supply and was found in several organisms from bacteria to plants (David et al. 2010). Genes related to the production of siderophores such as sbnD, fepD, and fepG were also detected. Production of siderophores is a very important characteristic for PGPB (Chouhan et al. 2021). They are organic molecules with low molecular weight able to chelate and solubilize Fe ions and other metals, making them available for transport through biological membranes (Rajkumar et al. 2010). Iron has a low bioavailability in the environment. For example, in basic or neutral pH, Fe is found in its insoluble and oxidized form of Fe3+ (Kramer et al. 2020). Therefore, the biological solubilization of Fe through siderophores is an indirect mechanism for plant growth promotion. Additionally, proteins from the Resistance-Nodulation-Division (RND) family transporters such as mdtB and mdtC were also found in the Symbiotic Islands. These transporter proteins pump out a wide range of inhibitors including antibiotics and biocides (Kim et al. 2010), contributing to the bacterial growth and survival in the soil.
AntiSMASH predicted 28 regions of potential BGCs (Table S2). Nineteen of these 28 BGCs were related to saccharide production. Among these, we highlight the exopolysaccharides (EPS) which are commonly involved in biofilm formation. Additionally, EPS forms aggregates with soil particles, binds to ions and consequently reduces soil salinity, resulting in an increased bioavailability of water and nutrients in the rhizosphere (Nunkaew et al. 2015). This is an extremely interesting characteristic for combating water stress (Upadhyay et al. 2011). The BGC 20 showed 91% identity with colonic acid-producing genes, a loosely associated EPS mesh that is commonly found in enterobacteria. Genes for surfactin production were detected in region 17. Surfactin is a cyclic lipopeptide that acts as a biosurfactant which has demonstrated inhibitory activity against several plant pathogens (Bais et al. 2004). The amphiphilic molecule binds to the cell membrane causing disruption and cell death (Blake et al. 2021). This finding demonstrates the potential use of K. pseudosacchari Pn16 as a possible biocontrol agent. The other clusters were related to fatty acid production (4 BGCs), nonribosomal peptide synthetase (NRPS) (2 BGCs), ribosomally synthesized and post-translationally modified peptides (RiPPs) (1 BGC), arylpolyene (1 BGC), and thiopeptide (1 BGC) (Table S2). Fifteen of the 28 BGCs presented 0% similarity with known clusters. The strains BDA62-3 and RX.G5M8 have complete genomes deposited in GenBank. Both have 20 BGCs predicted by antiSMASH. So far, K. pseudosacchari Pn16 is the strain of the species with the highest number of BGCs.
Additionally, an important operon of the Pho regulon was found, composed by the genes pstSCAB-phoU and the regulatory genes phoRB. These genes are involved in the process of solubilization and transport of organic or inorganic phosphate (Timofeeva et al. 2022). The Pho regulon is mainly activated at low concentrations of phosphate (Santos-Beneit et al. 2015). It has a crucial role in promote plant growth since it is capable of enhance phosphate availability to the plant. This in silico prediction corroborates the results of the phosphate solubilization assay. We also found genes related to the production of indole acetic acid (IAA), spermidine and polyamine. IAA is an important plant hormone that regulates several aspects of plant growth and development, including resistance to environmental stressors (Bianco et al. 2009). IAA is produced by microorganisms through tryptophan-dependent or -independent pathways (Tang et al. 2023). K. pseudosacchari Pn16 has two genes of the indole-3-pyruvic acid (IPA) pathway: tam and ipdC. This is one of the major pathways for microbial IAA biosynthesis (Tang et al. 2023). Bacillus thuringiensis RZ2MS9 mutants lacking the ability to produce IAA have significantly reduced ability to promote maize growth compared to the wild-type strain (Figueredo et al. 2023). Additionally, IAA-producing bacteria can promote plant growth indirectly by improving plant-resistance to abiotic stresses. For example, soybean shows a significantly improvement in growth under salt stress when inoculated with the indole acetic acid-producing Acinetobacter pittii YNA40 (Kang et al. 2023).
The oqxAB multidrug efflux pump genes were detected by ResFinder. This efflux pump usually confers resistance to multiple drugs such as trimethoprim, ciprofloxacin, nalidixic acid, benzalkonium chloride, chloramphenicol, and cetylpyridinium chloride (Kim et al. 2010). This system is found either on the chromosome or on large plasmids (Li et al. 2019). Therefore, several characteristics present in bacterial species known to promote plant growth such as K. radicincitans (Berger et al. 2017)d velezensis (Zaid et al. 2022) were found in K. pseudosacchari Pn16.
Since the genomic information for the genus is relatively scarce, we calculated the pangenome using 15 genomes of Kosakonia available in the GenBank database. The results indicated an open pan genome with a small number of gene families in the core genome (Fig. 3). An expected result given the low number of available genomes and the genetic diversity of the taxon. Ninety-six (18%) of the unique genes were annotated as hypothetical proteins. This exemplifies the lack of knowledge about the genomic content of the species. Regarding the genes involved in plant-growth promotion, speD, phoR, phoB, narG, and norR were among the unique genes of K. pseudosacchari Pn16 (Table S1), which reinforces its potential for promoting plant growth. By comparing unique genes to the KEGG dataset using blastKOALA, the top three functions found were: genetic information processing, carbohydrate metabolism, and signaling and cellular processes. Another 15 functions were also detected in this dataset (Figure S1).
5 Conclusions
In this study, 20 endophytic bacterial strains were isolated from black pepper roots and subsequently evaluated for 1-aminocyclopropane-1-carboxylate deaminase activity, nitrogen fixation, and phosphate solubilization. Three isolates affiliated to the Kosakonia genus exhibited positive results in all assays. The genomic analysis of K. pseudosacchari Pn16 revealed key genes related to the production of indole acetic acid, spermidine, exopolysaccharides, biosurfactants, and siderophores. According to the genetic content, K. pseudosacchari Pn16 can fix nitrogen and plays an important role in maintaining nitrate bioavailability in the soil. These findings highlight the potential of K. pseudosacchari Pn16 for the development of biofertilizers, offering a sustainable alternative to chemical fertilizers and mitigating environmental risks.
Data Availability
Genome sequence is available on GenBank under accession number PRJNA900184. 16 S rRNA gene sequences are available on GenBank under the accession numbers provided in Table 1.
References
Alikhan NF, Petty NK, Ben Zakour NL, Beatson SA (2011) BLAST Ring Image Generator (BRIG): simple prokaryote genome comparisons. BMC Genomics 12:402. https://doi.org/10.1186/1471-2164-12-402
Anith KN, Aswini S, Varkey S, Radhakrishnan NV, Nairc DS (2018) Root colonization by the endophytic fungus Piriformospora indica improves growth, yield and piperine content in black pepper (Piper Nigum L). Biocatal Agric Biotechnol 14:215–220. https://doi.org/10.1016/j.bcab.2018.03.012
Aravind R, Kumar A, Eapen SJ, Ramana KV (2009) Endophytic bacterial flora in root and stem tissues of black pepper (Piper nigrum L.) genotype: isolation, identification and evaluation against Phytophthora capsici. Lett Appl Microbiol 48:58–64. https://doi.org/10.1111/j.1472-765X.2008.02486.x
Asamoto CK, Rempfert KR, Luu VH, Younkin AD, Kopf SH (2021) Enzyme-specific coupling of oxygen and nitrogen isotope fractionation of the Nap and Nar nitrate reductases. Environ Sci Technol 55:5537–5546. https://doi.org/10.1021/acs.est.0c07816
Bais HP, Fall R, Vivanco JM (2004) Biocontrol of Bacillus subtilis against infection of Arabidopsis roots by Pseudomonas syringae is facilitated by biofilm formation and surfactin production. Plant Physiol 134:307–319. https://doi.org/10.1104/pp.103.028712
Bar-Shmuel N, Behar A, Segoli M (2020) What do we know about biological nitrogen fixation in insects? Evidence and implications for the insect and the ecosystem. Insect Sci 27:392–403. https://doi.org/10.1111/1744-7917.12697
Berger B, Baldermann S, Ruppel S (2017) The plant growth-promoting bacterium Kosakonia radicincitans improves fruit yield and quality of Solanum lycopersicum. J Sci Food Agric 97:4865–4871. https://doi.org/10.1002/jsfa.8357
Bianco C, Defez R (2009) Medicago truncatula improves salt tolerance when nodulated by an indole-3-acetic acid-overproducing Sinorhizobium meliloti strain. J Exp Bot 60:3097–3107. https://doi.org/10.1093/jxb/erp140
Blake C, Christensen MN, Kovács ÁT (2021) Molecular aspects of Plant Growth Promotion and Protection by Bacillus subtilis. Mol Plant Microbe Interact 34:15–25. https://doi.org/10.1094/MPMI-08-20-0225-CR
Blin K, Wolf T, Chevrette MG, Lu X, Schwalen CJ, Kautsar SA, Suarez Duran HG, de Los Santos ELC, Kim HU, Nave M, Dickschat JS, Mitchell DA, Shelest E, Breitling R, Takano E, Lee SY, Weber T, Medema MH (2017) antiSMASH 4.0-improvements in chemistry prediction and gene cluster boundary identification. Nucleic Acids Res 45:W36–W41. https://doi.org/10.1093/nar/gkx319
Bolger AM, Lohse M, Usadel B (2014) Trimmomatic: a flexible trimmer for Illumina sequence data. Bioinformatics 30:2114–2120. https://doi.org/10.1093/bioinformatics/btu170
Bortolaia V, Kaas RS, Ruppe E, Roberts MC, Schwarz S, Cattoir V, Philoppon A, Allesoe RL, Rebelo AR, Florensa AF, Fagelhauer L, Chakraborty T, Neumman B, Werner G, Bender JK, Stingl K, Nguyen M, Coppens J, Xavier BB, Malhotra-Kumar S, Westh H, Pinholt M, Anjum MF, Duggett NA, Kempf I, Nickasenoja S, Olkkola S, Wieczorek K, Amaro A, Clemente L, Mossong J, Losch S, Ragimbeau C, Lund O, Arrestrup FM (2020) ResFinder 4.0 for predictions of phenotypes from genotypes. J Antimicrob Chemother 75:3491–3500. https://doi.org/10.1093/jac/dkaa345
Carattoli A, Hasman H (2020) PlasmidFinder and in Silico pMLST: identification and typing of plasmid replicons in whole-genome sequencing (WGS). Methods Mol Biol 2075:285–294. https://doi.org/10.1007/978-1-4939-9877-7_20
Cardoso A, Rêgo M, Batista T, Viana R, Lins A, da Silva G (2019) Morphoanatomy and Chlorophyll of Lettuce plants Induced by Rhizobacteria. J Agric Stud 7:196–211. https://doi.org/10.5296/jas.v7i4.15218
Chen Y, Huang Z, Li J, Su G, Feng B (2020) Complete genome sequence of Kosakonia radicincitans GXGL-4A, a Nitrogen-fixing bacterium with capability to degrade TEX. Curr Microbiol 77:1848–1857. https://doi.org/10.1007/s00284-020-01942-3
Choudhury AR, Choi J, Walitang DI, Trivedi P, Lee Y, Sa T (2021) ACC deaminase and indole acetic acid producing endophytic bacterial co-inoculation improves physiological traits of red pepper (Capsicum annum L.) under salt stress. J Plant Physiol 267:153544. https://doi.org/10.1016/j.jplph.2021.153544
Chouhan DK, Jaiswal DK, Gaurav AK, Mukherjee A, Verma JP (2021) In: Rakshit A, Meena VSMP, Singh HB, Singh AK (org) (eds) PGPM as a potential bioinoculant for enhancing crop productivity under sustainable agriculture. Biofertilizers, pp 221–237. https://doi.org/10.1016/B978-0-12-821667-5.00009-9.
Cortivo CD, Barion G, Visioli G, Mattarozzi M, Mosca G, Vamerali T (2017) Increased root growth and nitrogen accumulation in common wheat following PGPR inoculation: Assessment of plant-microbe interactions by ESEM. Agric Ecosyst Environ 247:396–408. https://doi.org/10.1016/j.agee.2017.07.006
Dang T, Thanh D (2021) Isolation and characterization of Plant Growth promoting Rhizobacteria in Black Pepper (Piper nigrum L.) cultivated in Chon Thanh and LocNinh districts of BinhPhuoc Province, Vietnam. Int J Innov Eng Technol 10:1–10. https://doi.org/10.21172/ijiet.101.01
David P, des, Francs-Small CC, Sévignac M, Thareau V, Macadré C, Langin T, Geffroy V (2010) Three highly similar formate dehydrogenase genes located in the vicinity of the B4 resistance gene cluster are differentially expressed under biotic and abiotic stresses in Phaseolus vulgaris. Theor Appl Genet 121:87–103. https://doi.org/10.1007/s00122-010-1293-x
Duarte CFD, Cecato U, Hungria M, Fernandes HJ, Biserra TT, Mamédio D, Galbeiro S, Nogueira MA (2020) Inoculation of plant growth-promoting bacteria in Urochloa Ruziziensis. Res Soc Dev 9:e630985978. https://doi.org/10.33448/rsd-v9i8.5978
Fidalgo C, Henriques I, Rocha J, Tacao M, Alves A (2016) Culturable endophytic bacteria from the salt marsh plant Halimione portulacoides: phylogenetic diversity, functional characterization and influence of metal (loid) contamination. Environ Sci Pollut Res 23:10200–10214. https://doi.org/10.1007/s11356-016-6208-1
Figueredo EF, Cruz TA, Almeida JR, Batista BD, Marcon J, Andrade PAM, Hayashibara CAA, Rosa MS, Azevedo JL, Quecine MC (2023) The key role of índole-3-acetic acid biosynthesis by Bacillus thuringiensis RZ2MS9 in promoting maize growth revealed by the ipdC gene knockout mediated by the CRISPR-Cas9 system. Microbiol Res 266:127218. https://doi.org/10.1016/j.micres.2022.127218
Gaby JC, Buckley DH (2012) A comprehensive evaluation of PCR primers to amplify the nifH Gene of Nitrogenase. PLoS ONE 7:e42149. https://doi.org/10.1371/journal.pone.0042149
Galardini M, Biondi EG, Bazzicalupo M, Mengoni A (2011) CONTIGuator: a bacterial genome finishing tool for structural insights on draft genomes. Source Code Biol Med 6:11. https://doi.org/10.1186/1751-0473-6-11
Glick BR (2012) Plant growth-promoting bacteria: mechanisms and applications. Scientifica 2012(963401). https://doi.org/10.6064/2012/963401
Hatrongjit R, Packdibamrung K (2010) A novel NADP+-dependent formate dehydrogenase from Burkholderia stabilis 15516: screening, purification and characterization. Enzyme Microb Technol 46:557–561. https://doi.org/10.1016/j.enzmictec.2010.03.002
Hungria M, Rondina ABL, Nunes ALP, Araujo RS, Nogueira M (2021) Seed and leaf-spray inoculation of PGPR in brachiarias (Urochloa spp.) as an economic and environmental opportunity to improve plant growth, forage yield and nutrient status. Plant Soil 463:171–186. https://doi.org/10.1007/s11104-021-04908-x
IBGE - Instituto Brasileiro de Geografia e Estatística (2020) Produção Agrícola nacional e regional de pimenta-do-reino. Available via: http://www.sidra.ibge.gov.br
Islam MS, Kawasaki H, Nakagawa Y, Hattori T, Seki T (2007) Labrys okinawensis sp. nov. and Labrys miyagiensis sp. nov., budding bacteria isolated from rhizosphere habitats in Japan, and emended descriptions of the genus Labrys and Labrys monachus. Int J Syst Evol Microbiol 57:552–557. https://doi.org/10.1099/ijs.0.64239-0
Jan-Roblero J, Cruz-Maya JA, Guerrero-Barajas CC (2020) Kosakonia. In: Amaresan N, Senthil-Kumar M, Annpurna K, Kumar K, Sankaranarayanan A (eds) Beneficial microbes in Agro-ecology: Bacteria and Fungi, 1st edn. Elsevier, pp 213–231. https://doi.org/10.1016/B978-0-12-823414-3.00012-5
Jasim B, John Jimtha C, Jyothis M, Radhakrishnan EK (2013) Plant growth promoting potential of endophytic bacteria isolated from Piper nigrum. Plant Growth Regul 71:1–11. https://doi.org/10.1007/s10725-013-9802-y
Jeon J, Lee S, Kim H, Ahn T, Song H (2003) Plant growth promotion in soil by some inoculated microorganisms. J Microbiol 41:271–276
Kämpfer P, McInroy JA, Doijad S, Chakraborty T, Glaeser SP (2016) Kosakonia pseudosacchari sp. nov., an endophyte of Zea mays. Syst Appl Microbiol 39:1–7. https://doi.org/10.1016/j.syapm.2015.09.004
Kanehisa M, Sato Y, Morishima K (2016) BlastKOALA and GhostKOALA: KEGG Tools for functional characterization of genome and metagenome sequences. J Mol Biol 428:726–731. https://doi.org/10.1016/j.jmb.2015.11.006
Kang SM, Ul Hoque MI, Woo JI, Lee IJ (2023) Mitigation and salinity stress on soybean seedings using indole acetic acid-producing Acinetobacter pittii YNA40. Agriculture 13:1021. https://doi.org/10.3390/agriculture13051021
Katsenios N, Andreou V, Sparangis P, Djordevic N, Giannoglou M, Chanioti S, Kasimatis CN, Kakabouki I, Leonidakis D, Danalatos N, Katsaros G, Efthimiadou A (2022) Assessment of plant growth promoting bacteria strains on growth, yield and quality of sweet corn. Sci Rep 12:11598. https://doi.org/10.1038/s41598-022-16044-2
Kim HS, Nagore D, Nikaido H (2010) Multidrug efflux pump MdtBC of Escherichia coli is active only as a B2C heterotrimer. J Bacteriol 192:1377–1386. https://doi.org/10.1128/jb.01448-09
Kodithuwakku RD, Wijekoon WM, Kumari I, Silva DP (2016) Efficacy of single and combined application of Trichoderma spp. and Pseudomonas fluorescens along with biofertilizer (Arbuscular Mycorrhizae - AM) on growth of nursery plants of black pepper (Piper nigrum L). Sri Lanka J Food Agric 2:65–68. https://doi.org/10.4038/sljfa.v2i1.26
Kramer J, Özkaya Ö, Kümmerli R (2020) Bacterial siderophores in community and host interactions. Nat Rev Microbiol 18:152–163. https://doi.org/10.1038/s41579-019-0284-4
Lau ET, Tani A, Khew CY, Chua YQ, Hwang SS (2020) Plant growth-promoting bacteria as potential bio-inoculants and biocontrol agents to promote black pepper plant cultivation. Microbiol Res 240:126549. https://doi.org/10.1016/j.micres.2020.126549
Lemos OF, Poltronieri MC, Rodrigues SM, Menezes IC, Mondin M (2011) Conservação e Melhoramento Genético da Pimenteira-do-reino (Piper nigrum L.) em Associação com as Técnicas de Biotecnologia. Embrapa Amazônia Oriental. Available via: https://www.infoteca.cnptia.embrapa.br/bitstream/doc/921237/1/DOC375.pdf. Accessed 11 Jan 2024
Li J, Zhang H, Ning J, Sajid A, Cheng G, Yuan Z, Hao H (2019) The nature and epidemiology of OqxAB, a multidrug efflux pump. Antimicrob Resist Infect Control 8:44. https://doi.org/10.1186/s13756-019-0489-3
Liao X, Inglett PW (2014) Dynamics of periphyton nitrogen fixation in short-hydroperiod wetlands revealed by high-resolution seasonal sampling. Hydrobiologia 722:263–277. https://doi.org/10.1007/s10750-013-1709-0
Lopes M, Dias-Filho M, Castro T, Gurgel E, Silva G (2021) Efficiency of biostimulants for alleviating shade effects on forage grass. J Agric Stud 9:14–30. https://doi.org/10.5296/jas.v9i3.18833
Marques APGC, Pires C, Moreira H, Rangel AOSS, Castro PML (2010) Assessment of the plant growth promotion abilities of six bacterial isolates using Zea mays as indicator plant. Soil Biol Biochem 42:1229–1235. https://doi.org/10.1016/j.soilbio.2010.04.014
Meier-Kolthoff JP, Göker M (2019) TYGS is an automated high-throughput platform for state-of-the-art genome-based taxonomy. Nat Commun 10:2182. https://doi.org/10.1038/s41467-019-10210-3
Mendes LW, Raaijmakers JM, de Hollander M, Mendes R, Tsai SM (2018) Influence of resistance breeding in common bean on rhizosphere microbiome composition and function. ISME J 12:212–224. https://doi.org/10.1038/ismej.2017.158
Meng X, Bertani I, Abbruscato P, Piffanelli P, Licastro D, Wang C, Venturi V (2015) Draft genome sequence of Rice Endophyte-Associated isolate Kosakonia oryzae KO348. Genome Announc 3:e00594–e00515. https://doi.org/10.1128/genomea.00594-15
Meng H, Zhou Z, Wu R, Wang Y, Gu JD (2019) Diazotrophic microbial community and abundance in acidic subtropical natural and re-vegetated forest soils revealed by high-throughput sequencing of nifH gene. Appl Microbiol Biotechnol 103:995–1005. https://doi.org/10.1007/s00253-018-9466-7
Mertschnigg T, Patz S, Becker M, Feierl G, Ruppel S, Bunk B, Spröer C, Overmann J, Zarfel G (2020) First Report of Kosakonia radicincitans Bacteraemia from Europe (Austria) - identification and whole-genome sequencing of strain DSM 107547. Sci Rep 10:1948. https://doi.org/10.1038/s41598-020-58689-x
Moon YS, Ali S (2022) Possible mechanisms for the equilibrium of ACC and role of ACC deaminase-producing bacteria. Appl Microbiol Biotechnol 106:877–887. https://doi.org/10.1007/s00253-022-11772-x
Moseman-Valtierra S, Levin LA, Martin RM (2016) Anthropogenic impacts on nitrogen fixation rates between restored and natural Mediterranean salt marshes. Mar Ecol 37:370–379. https://doi.org/10.1111/maec.12289
Nascimento SB, Lima AM, Borges BN, de Souza CR (2015) Endophytic bacteria from Piper tuberculatum Jacq.: isolation, molecular characterization, and in vitro screening for the control of Fusarium solani f. sp piperis, the causal agent of root rot disease in black pepper (Piper nigrum L.). Genet Mol Res 14:7567–7577. https://doi.org/10.4238/2015.July.3.32
Nascimento CC, Ferreira JS, Santos RKA, de Lima MCD, Ladeia CA, Ávila JS, Filho RLSA (2021) Development of Eucalyptus Urophylla submitted to inoculation of native diazotrophic bacteria. Braz J Dev 7:47287–47304. https://doi.org/10.34117/bjdv7n5-234
Nautiyal CS (1999) An efficient microbiological growth medium for screening phosphate solubilizing microorganisms. FEMS Microbiol Lett 170:265–270. https://doi.org/10.1111/j.1574-6968.1999.tb13383.x
Nguyen C, Yan W, Le Tacon F, Lapeyrie F (1992) Genetic variability of phosphate solubilizing activity by monocaryotic and dicaryotic mycelia of the ectomycorrhizal fungus Laccaria bicolor (Maire) PD Orton. Plant Soil 143:193–199. https://doi.org/10.1007/BF00007873
Nonaka S, Sugawara M, Minamisawa K, Yuhashi K, Ezura H (2008) 1-Aminocyclopropane-1-carboxylate deaminase enhances Agrobacterium tumefaciens-mediated gene transfer into plant cells. Appl Environ Microbiol 74:2526–2528. https://doi.org/10.1128/AEM.02253-07
Nunkaew T, Kantachote D, Nitoda T, Kanzaki H, Ritchie RJ (2015) Characterization of exopolymeric substances from selected Rhodopseudomonas palustris strains and their ability to adsorb sodium ions. Carbohydr Polym 115:334–341. https://doi.org/10.1016/j.carbpol.2014.08.099
Olanrewaju OS, Glick BR, Bablola OO (2017) Mechanisms of action of plant-growth promoting bacteria. World J Microbiol Biotechnol 33:197. https://doi.org/10.1007/s11274-017-2364-9
Oleńska E, Małek W, Wójcik M, Swiecicka I, Thijs S, Vangronsveld J (2020) Beneficial features of plant growth-promoting rhizobacteria for improving plant growth and health in challenging conditions: a methodical review. Sci Total Environ 743:140682. https://doi.org/10.1016/j.scitotenv.2020.140682
Oliveira LC, Nakasone AK, Lacerda L, Nechet KL, Lemos WP, Marinho AMR, Halfeld-Vieira BA (2020) Endophytic bacteria and the growth promotion of black pepper plants. Res Soc Dev 9:e2909119818. https://doi.org/10.33448/rsd-v9i11.9818
Page AJ, Cummins CA, Hunt M, Wong VK, Reuter S, Holden MTG, Fookes M, Falush D, Keane JA, Parkhill J (2015) Roary: rapid large-scale prokaryote pan genome analysis. Bioinformatics 31:3691–3693. https://doi.org/10.1093/bioinformatics/btv421
Penrose DM, Glick BR (2003) Methods for isolating and characterizing ACC deaminase-containing plant growth-promoting rhizobacteria. Physiol Plant 118:10–15. https://doi.org/10.1034/j.1399-3054.2003.00086.x
Pereira ACC, Castro GLS, Rodrigues PC, Silva GB, Oliveira DA, Souza CRB (2019) An endophytic Pseudomonas sp. of Piper tuberculatum promotes growth on Piper nigrum through increase of root biomass production. Physiol Mol Plant Pathol 108:1–7. https://doi.org/10.1016/j.pmpp.2019.101420
Quintas-Nunes F, Rossi MJ, Nascimento FX (2022) Genomic insights into the plant-associated lifestyle of Kosakonia radicincitans MUSA4, a diazotrophic plant-growth-promoting bacterium. Syst Appl Microbiol 45:126303. https://doi.org/10.1016/j.syapm.2022.126303
Rainey PB (2002) Adaptation of Pseudomonas fluorescens to the plant rhizosphere. Environ Microbiol 1:243–257. https://doi.org/10.1046/j.1462-2920.1999.00040.x
Rajkumar MAN, Prasad MN, Freitas H (2010) Potential of siderophore-producing bacteria for improving heavy metal phytoextraction. Trends Biotechnol 28:142–149. https://doi.org/10.1016/j.tibtech.2009.12.002
Richter M, Rosselló-Móra R, Glöckner FO, Peplies J (2015) JSpeciesWS: a web based server for prokaryotic species circumscription based on pairwise genome comparison. Bioinformatics 32:929–931. https://doi.org/10.1093/bioinformatics/btv681
Romano I, Ventorino V, Ambrosino P, Testa A, Chouyia FE, Pepe O (2020) Development and application of low-cost and eco-sustainable bio-stimulant containing a new plant growth-promoting strain Kosakonia Pseudosacchari TL13. Front Microbiol 11:2044. https://doi.org/10.3389/fmicb.2020.02044
Sambrook J, Fritsch EF, Maniatis T (1989) Molecular cloning: a laboratory manual, 2 edn. Cold Spring Harbor Laboratory Press, New York
Santos AF, Corrêa BO, Klein J, Bono JAM, Pereira LC, Guimarães VF, Ferreira MB (2021) Biometrics and nutritional status of white oat (Avena sativa L.) culture under Bacillus subtilis and B. megaterium inoculation. Res Soc Dev 10(e53410515270). https://doi.org/10.33448/rsd-v10i5.15270
Santos-Beneit F (2015) The pho regulon: a huge regulatory network in bacteria. Front Microbiol 6:402. https://doi.org/10.3389/fmicb.2015.00402
Santoyo G, Sánchez-Yáñez JM, de los Santos-Villalobos S (2019) Methods for detecting biocontrol and plant growth-promoting traits in rhizobacteria. In: Reinhardt D, Sharma A (eds) Methods for detecting biocontrol and plant growth-promoting traits in Rhizobacteria. Methods in rhizosphere biology research. Springer, Singapore. https://doi.org/10.1007/978-981-13-5767-1_8.
Seemann T (2014) Prokka: rapid prokaryotic genome annotation. Bioinformatics 30:2068–2069. https://doi.org/10.1093/bioinformatics/btu153
Silva JF, Silva TR, Escobar IEC, Fraiz ACR, Santos JWM, Nascimento TR, Santos JMR, Peters SJW, Melo RF, Signor D, Fernandes-Júnior PI (2018) Screening of plant growth promotion ability among bacteria isolated form field-grown sorghum under different managements in Brazilian drylands. World J Microbiol Biotechnol 34:186. https://doi.org/10.1007/s11274-018-2568-7
Silva K, Quisen RC, Goldbach JD, Pepe KBF, Kalil Filho AN (2022) Plant growth-promoting endophytic bacteria in peach palm seedlings. Pesquisa Agropecuária Brasileira 57:e02962. https://doi.org/10.1590/S1678-3921.pab2022.v57.02962
Soares SC, Geyik H, Ramos RT, de Sá PH, Barbosa EG, Baumbach J, Figueiredo HC, Miyoshi A, Tauch A, Silva A, Azevedo V (2016) GIPSy: genomic island prediction software. J Biotechnol 232:2–11. https://doi.org/10.1016/j.jbiotec.2015.09.008
Tang J, Li Y, Zhang L, Mu J, Jiang Y, Fu H, Zhang Y, Cui H, Yu X, Ye Z (2023) Biosynthetic pathways and functions of indole-3-acetic acid in microorganisms. Microorganisms 11:2077. https://doi.org/10.3390/microorganisms11082077
Timofeeva A, Galyamova M, Sedykh S (2022) Prospects for using phosphate-solubilizing microorganisms as natural fertilizers in Agriculture. Plants 11:2119. https://doi.org/10.3390/plants11162119
Toh SC, Samuel L, Awang ASAH (2016) Screening for antifungal-producing bacteria from Piper nigrum plant against Phytophthora capsici. Int Food Res J 23:2616–2622
Trinh THT, Wang SL, Nguyen VB, Tran MD, Doan CT, Vo TPK, Huynh QV, Nguyen AD (2019) A potent antifungal rhizobacteria Bacillus velezensis RB.DS29 isolated from black pepper (Piper nigrum L). Res Chem Intermed 45:5309–5323. https://doi.org/10.1007/s11164-019-03971-5
Upadhyay SK, Singh JS, Singh DP (2011) Exopolysaccharide-producing plant growth-promoting rhizobacteria under salinity condition. Pedosphere 21:214–222. https://doi.org/10.1016/S1002-0160(11)60120-3
Verma JP, Yadav J, Tiwari KN, Kumar A (2013) Effect of indigenous Mesorhizobium spp. and plant growth promoting rhizobacteria on yields and nutrients uptake of chickpea (Cicer arietinum L.) under sustainable agriculture. Ecol Eng 51:282–286. https://doi.org/10.1016/j.ecoleng.2012.12.022
Viprey V, Greco AD, Golinowski W, Broughton WJ, Perret X (2002) Symbiotic implications of the type III protein secretion machinery in Rhizobium. Mol Microbiol 28:1381–1389. https://doi.org/10.1046/j.1365-2958.1998.00920.x
Wiratno W, Syakir M, Sucipto I, Pradana AP (2019) Isolation and characterization of endophytic bacteria from roots of Piper nigrum and their activities against Fusarium oxysporum and Meloidogyne incognita. Biodiversitas 20:682–687. https://doi.org/10.13057/biodiv/d200310
Yang XJ, Wang S, Cao JM, Hou JH (2018) Complete genome sequence of human pathogen Kosakonia cowanii type strain 888-76T. Braz J Microbiol 49:16–17. https://doi.org/10.1016/j.bjm.2017.03.010
Zaid DS, Cai S, Hu C, Li Z, Li Y (2022) Comparative genome analysis reveals phylogenetic identity of Bacillus velezensis HNA3 and genomic insights into its Plant Growth Promotion and Biocontrol effects. Microbiol Spectr 10:e0216921. https://doi.org/10.1128/spectrum.02169-21
Zakry FA, Halimi MS, Rahim KB, Osumanu HA, Wong SK, Franklin RK, Stephen LT, Make J (2010) Isolation and plant growth-promoting properties of rhizobacterial diazotrophs from pepper vine (Piper nigrum L). Malays Appl Biol 39:41–45
Zerbino DR, Birney E (2008) Velvet: algorithms for de novo short read assembly using de bruijn graphs. Genome Res 18:821–829. https://doi.org/10.1101/gr.074492.107
Zhang Y, Wang B, Li Q, Huang D, Zhang Y, Li G, He H (2022) Isolation and Complete Genome Sequence Analysis of Kosakonia cowanii Pa82, a Novel Pathogen causing bacterial Wilt on Patchouli. Front Microbiol 14:818228. https://doi.org/10.3389/fmicb.2021.818228
Acknowledgements
Authors would like to thank Dr. Oriel Filgueira de Lemos for having provided the black pepper root samples. Authors also would like to thank Coordenação de Aperfeiçoamento de Pesssoal de Nível Superior (CAPES) for the scholarships, and Pró-Reitoria de Pesquisa e Pós-Graduação (PROPESP) from Universidade Federal do Pará (UFPA) for the payment of the article processing charge through the program Programa de Apoio à Publicação Qualificada (PAPQ) 2023.
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This research was funded by Pró-Reitoria de Pesquisa e Pós-Graduação (PROPESP) from Universidade Federal do Pará (UFPA) and Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES).
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AMS, JKRS, and RAB conducted the conceptualization, data curation, methodology, and validation. AMS, JKRS, RAB, SSC, and DAG wrote the original draft of the manuscript; AMS, PCPN, SSC, DAG, JKRS, and RAB conducted all the investigation and formal analysis under supervision the RAB, DAG, and JKRS; SSC conducted the software, and visualization; AS, MPCS, and RAB conducted the conceptualization, funding acquisition, and project administration. All authors read and approved the final manuscript.
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da Silva, A.M., da Cruz Paula Neves, P., Costa, S.S. et al. Assessment of Plant-Growth Promoting Potential of Bacteria Isolated from Amazonian Black Pepper Roots. J Soil Sci Plant Nutr (2024). https://doi.org/10.1007/s42729-024-01707-y
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DOI: https://doi.org/10.1007/s42729-024-01707-y