Abstract
Background
Cassava (Manibot esculenta Crantz) is one of the most important among tuber crops. The amount of nitrogen fertilizer used for cassava production is relatively high (400 kg ha−1), but there are few studies on biological nitrogen fixation in this crop. Therefore, it is particularly important to study whether cassava and microorganisms have the associated nitrogen-fixing and other promoting effects of endophytic bacteria.
Methods
We screened 10 endophytic bacteria using the nitrogen-free culture method from the roots of seven cassava cultivars, and the nitrogenase activity of the A02 strain was the highest 95.81 nmol mL−1 h−1. The A02 strain was confirmed as Microbacteriaceae, Curtobacterium using 16S rRNA sequence alignment. The biological and morphological characteristics of strain A02 were further analyzed.
Results
The experimental results showed that the biomass of roots, stems, and leaves of cassava inoculated with A02 increased by 17.6%, 12.6%, and 10.3%, respectively, compared to that of the control (without A02 inoculation). These results were not only related to the secretion of auxin (IAA) and solubilization of phosphate but also in the promotion of biological nitrogen fixation of cassava leaves by strain A02. Moreover, the highest 95.81 nmol mL−1h−1 of nitrogenase activity was reported in strain A02, and thus more nitrogen fixation was observed in strain A02. In conclusion, A02 is a newly discovered endophytic nitrogen-fixing bacteria in cassava that can be further used in the research of biological bacterial fertilizers.
Keywords: Cassava, Endophytic bacteria, Growth promotion, Microbacteriaceae Curtobacterium, Nitrogen fixation
Introduction
The nitrogen-fixing capacity of associative nitrogen-fixing bacteria was not as high as that of rhizobium in legumes, but they could fix nitrogen symbiotically with non-legumes. Recently, more associative nitrogen-fixing bacteria, such as Pennisetum spp. Herbaspirillum seropedicaea strain (ATCC)35892, Pseudomonas jessenii strain CIP105274 (Rout & Chrzanowski, 2009), Enterobacter cloacae (Takada et al., 2019), Herbaspirillum hiltneri sp nov (Rothballer et al., 2006), Pantoea sp. (Loiret et al., 2004), Pseudommonas, Bacillus, Burkholderia, Pantoea (Xiaomei et al., 2018), Azospirillum melinis sp nov. (Peng et al., 2006), Klebsiella oxytoca (Adachi, Nakatani & Mochida, 2002), Burkholderia vietnamiensis (Tang et al., 2010), and Klebsiella variicola (Lin et al., 2019), have been found in sorghum, water yam, wheat, sugarcane, tea tropical molasses grass, and other monocotyledon Gramineae, such as sweet potatoes and oil palm plantlets.
Similar to rhizobium, associative nitrogen-fixing bacteria encode nitrogenase and utilize atmospheric nitrogen through biological nitrogen fixation (BNF) to convert N2 into inorganic nitrogen-containing compounds, such as ammonia (NH3), and improve the growth and yield of sugarcane (Matoso et al., 2021), sorghum (Rout & Chrzanowski, 2009), maize, wheat, cucumber (Yongbin et al., 2019); switchgrass (Roley et al., 2018), oil palm (Lim et al., 2018), and other plants (Ji et al., 2014; Golparyan, Azizi & Soltani, 2018; Tahir et al., 2020). Pantoea sp. NN08200 could provide up to 33% of the total nitrogen to sugarcane (Shi et al., 2019). Pantoea, Pseudomonas, Rhanella, Herbaspirillum, Azospirillum, Rhizobium (Agrobacterium), and Brevundimonas can offer 12–33% of the total nitrogen to maize (Montañez et al., 2009). Paenibacillus beijingensis BJ-18 can provide 12.9–20.9% of the total nitrogen to wheat and 52.2–59.2% to cucumber through biological nitrogen fixation (Yongbin et al., 2019). If a crop can receive about 30% of its total nitrogen through BNF, it can be considered an eco-friendly crop (Chaves et al., 2016). In addition to BNF, the associated nitrogen-fixing bacteria interact with plants in many ways to promote plant growth and enhance resistance. Many endophytes can secrete plant hormones, such as auxin, gibberellin, and abscisic acid, to promote plant growth (de Oliveira et al., 2020; Geries & Elsadany Abdelgawad, 2021). Plant hormones produced by Azospirillum are thought to be the main factors that promote plant growth (Keswani et al., 2020; Higdon et al., 2020). Other studies showed that plant hormones, such as auxin (IAA), gibberellin, and cytokinin, produced by bacteria enhanced root branching and elongation, increased root-hair density, and improved plant growth by facilitating the absorption of water and minerals from the soil (Steenhoudt & Vanderleyden, 2000; Santi, Bogusz & Franche, 2013). Nitrogen-fixing Penibacillus, Microbacterium, Bacillus, and Klebsiella spp. could also dissolve mineral elements, such as phosphorus, and increase the absorption of nutrients in rice (Ji, Gururani & Chun, 2014). Microbial endophyte consortia from Salicaceae and conifers have also been reported to help Douglas-fir (Pseudotsuga menziesii) and western red cedar (Thuja plicata) survive under extreme drought and degraded edaphic conditions (Aghai et al., 2019). Otherwise, nitrogen-fixing bacteria could affect the relative microbial abundance in the rhizosphere and influence plant growth (Bauer et al., 2012).
The cassava processing in the industry into starch is energy intensive, with thermal energy and electricity consumptions ranging from 1.6–2.5 MJ and 0.17–0.25 kWh per kg of processed starch, respectively (Sriroth et al., 2000). Notably, most cassava growing areas are characterized by limited and expensive energy supply, which limit advancements and new investments in the cassava industry. For instance, energy for cassava starch processing (CSP) constitutes 14% of production cost in Thailand (Chavalparit & Ongwandee, 2009) and 20–25% in Nigeria (Nang’ayo et al., 2005). Therefore, sustainable energy supply is essential for advancement of the cassava industry.
Cassava (euphorbiaceae) is also called tree potato or sweet potato. Its roots are rich in starch and are known as an “underground granary” and “the king of starch.” Cassava is one of the three largest potato crops, the sixth largest food crop in the world, and the third largest food crop in hot areas (Guira et al., 2017). Globally, the planting area has reached 1,700 hectares, which is important heat energy in the tropics and subtropics, and cassava is also a staple food crop for more than 600 million people in the world (Liang et al., 2016). Guangxi is the main planting and processing province of cassava in China, with a planting area of 3 million acres, accounting for more than 60% of the country in both area and output (Rosenthal, 2020). In addition, cassava, as a raw material of biofuel ethanol, has broad market prospects. It is always grown on under nourished and arid soils because it cannot compete with other staple food crops (rice, wheat, maize). Jiang et al. (2016) reported that 72–75 kg hm−2 N is sufficient for cassava growth, which is equivalent to 50% of the amount needed for rice growth (Jiang et al., 2016). Therefore, cassava is usually grown in low-fertile soils, and it is possible to achieve about 20 tons ha−1 of production (Purnamasari, Noguchi & Ahamed, 2019). In addition, it is hypothesized that cassava growth is related to biological nitrogen fixation by microorganisms (Teixeira et al., 2007).
N, P, and K fertilizer are the three important nutrients for cassava tuberization (Odedina, Ojeniyi &Odedina, 2010). Inorganic fertilizers usually have 10–20 times higher concentrations of these nutrients but organic fertilizer also contain many secondary- and micro-nutrients, and thus pay to higher yields (Howeler et al., 2005). Though, the nutrient uptake is highly related to soil functionality, plant growth rate, and climatic conditions (Howeler, 2002). The overuse of fertilizer significantly affected on environment (Akhtar et al., 2020), especially when the additive effect from the applied fertilizer is factored in (Howeler, 2002). Further, agronomic efficacy was increased with the combine application of organic and inorganic fertilizer, but the excessive use of fertilizer resulted in low agronomic efficiency (Vanlauwe et al., 2020).
However, there are few reports on cassava combined with nitrogen-fixing bacteria. Therefore, it is particularly important to study whether cassava and microorganisms have the associated nitrogen-fixing effect and other promoting effects of endophytic bacteria. In the present study, we aimed to isolate and screen endophytic nitrogen-fixing bacteria from the roots of cassava varieties, identify and analyze the biological characteristics and promoting effects of different strains, and to verify the nitrogen-fixing and promoting effects.
Materials and Methods
Cassava sample preparation and isolation of endophytic bacteria
Seven cassava cultivars (Guire 4, South China 205, Fuxuan 01, South China 124, South China 8, KU50, and South China 10) were planted at Hengxian Cassava Planting Base, Nanning, China. The root samples (<5 cm length and 2–3 mm diameter) were collected for the isolation of nitrogen-fixing bacteria. Roots were surface sterilized with 70% ethanol for 90 s, washed twice with sterile distilled water, shaken in 6% (w/v) NaClO solution for 5 min, and washed 5–6 times with sterile distilled water (Koyama et al., 2012). The final washing occurred on LB medium and was cultured at 37 °C for 36 h to confirm that the root surface of cassava was completely sterilized. Surface sterilized samples were ground with sterilized with a mortar and pestle and inoculated on nitrogen-free semi-solid agar media with a grinding solution of 0.1 mL. After incubation at 28 °C for 5–7 days, the inoculates were transferred to fresh nitrogen-free media and incubated at 28 °C for 2 days. The transfer procedure was carried out three times to isolate a single strain.
Microorganisms and growth conditions
The isolated strains were grown on an Ashby nitrogen-free agar plate (Sun et al., 2018) (0.2-g KH2PO4, 5-g CaCO3, 0.2-g MgSO4·7H2O, 10-g mannitol, 0.2-g NaCl, 15-g agar, 0.1-g CaSO4·2H2O per liter) and Döbereiner nitrogen-free agar plate (Luo et al., 2010) (5.0-g malic acid, 0.4-g KH2PO4·H2O, 0.2-g MgSO4·7H2O, 0.1-g NaCl, 0.02-g CaCl2·H2O, 0.01-g FeCl3, 0.002-g Na2MoO4·2H2O per liter; pH 7.0) at 28 °C for 5–7 days. All of the isolated strains were stored at −80 °C in LB containing 15% (v/v) glycerol for subsequent tests.
Nitrogen fixation ability analysis of isolated strains
Evaluation of nitrogenase activity of isolated strains
Nitrogenase activity was detected by the acetylene reduction method (ARA) described by Rice et al. (1994) and Puri, Padda & Chanway (2018). A single strain was used to inoculate LB liquid medium and incubated in enriched culture for 24 h. Then, the suspension was used to inoculate 20-mL Döbereiner nitrogen-free liquid medium. The control treatment was not inoculated with nitrogen-free liquid medium, and the OD600 of bacterial suspension attained 0.6 at 30 °C and 160 r/min. An injector was used to draw out 5 mL of gas from the bottle, and 5 mL of high purity acetylene was injected into the bottle. After incubation at 30 °C and 160 r/min for 24 h, and 5 mL of gas was extracted to determine ethylene production by gas chromatography to determine the nitrogenase activity. To quantify ethylene production, the resulting chromatograms were used to integrate the area under the ethylene curve. The experiments were set up with four replicates for each treatment.
Evaluation of nitrogen fixation capacity of isolated strains
The nitrogen content in the culture medium was determined by the micro-Kjeldahl method to evaluate the nitrogen fixation effect of the isolated strains (Franche, Lindström & Elmerich, 2009; Rice et al., 1994; Puri, Padda & Chanway, 2018). The bacterial suspension was used to inoculate 50-mL Döbereiner nitrogen-free liquid culture medium and cultured for 7 days at 30 °C on 160 r/min. Subsequently, it was centrifuged for 10 min at 10,000 rpm. After digestion by sulfuric acid, the nitrogen content of the supernatant was determined by the micro-Kjeldahl method.
Morphological and molecular identification of strain A02
Morphological identification
Strain A02 was cultured and purified on LB solid medium at 28 °C for 2 days. A single colony was obtained by the plate streak method. The morphological characteristics of the single colony were observed using a microscope.
Molecular identification
Isolated strain A02 was cultured in a 15-mL LB broth at 200 rpm at 30 °C. Genomic DNA of A02 was extracted using the CangWei century bacteria Gen DNA kit. The 16S rRNA gene of strain A02 was amplified using primers 27F (5′-AGAGTTTGATCMTGGCTCAG-3′) and 1492R (5′-GGTTACC TTGTTACGACTT-3′) (Weisburg et al., 1991). PCR conditions were as follows: initial denaturation for 2 min at 94 °C, 30 cycles of 30 s at 94 °C, 30 s at 55 °C and 30 s at 72 °C. The amplified fragments were recovered from agarose gel using the Universal DNA Purification kit (Tiangen, China) and sequenced by Sangon Biotech, Shanghai. The 16S rRNA gene sequences of A02 were matched with those from the NCBI BLAST search (https://www.ncbi.nlm.nih.gov/). The sequences of bacteria with high similarity to strain A02 were used for phylogenetic tree analysis by using the ClustalX and MEGA 5.0 software to identify bacterial attribution. The MUSCLE program of the integrated MEGA 5.0 software was used to run sequence combinations with default parameters, the neighbor-joining method was used to construct a phylogenetic tree, and the bootstrap method was used to calculate the tree branch node expansion value 1,000 times.
Effect of pH on nitrogen fixation activity of strain A02
The suspension was used to inoculate a nitrogen-free Döbereiner liquid medium. The pH of the medium was set to 5.0, 5.5, 6.0, 6.5, 7.0, 7.5, and 8.0. When the OD600 of the bacterial suspension reached 0.6 at 30 °C and 160 r/min, nitrogenase (acetylene reduction) activity was determined by the acetylene reduction method (ARA).
Effect of nitrogen on the nitrogen fixation activity of strain A02
The suspension was used to inoculate Döbereiner nitrogen-free liquid medium, and peptone was added to the medium as a nitrogen source. The nitrogen potency (peptone) was 0, 0.02, 0.04, 0.06, 0.08, 0.1, 0.12, 0.14, 0.16, 0.18, and 0.2 g L−1. Each treatment was repeated four times. When the OD600 of the bacterial suspension reached 0.6 at 30 °C on 160r/min, the activity of nitrogenase was determined by the acetylene reduction assay (ARA).
Characterization of strain A02
Auxin activity test
The indole-3-acetic acid (IAA) produced by the cultures was estimated by growth in King B (KB) medium supplemented with l-tryptophan as a precursor of IAA (Ouyabe et al., 2020). Strain A02 was incubated in a 1-ml LB broth and obtained by centrifugation at a speed of 10,000 rpm for 5 min, with sterile water washing twice for 5 min. The bacterial suspension was diluted 10 times with sterile water, and a 200-uL suspension was used to inoculate 10-mL tryptophan growth medium. Cultures were incubated at 28 °C in the dark for 2 days. A 5-mL bacterial suspension was centrifuged for 5 min, then Salkowski coloring reagent (35% HClO4 50 mL, 0.5 M FeCl3 1 mL) was added, and the supernatant mixture at a ratio of 2:3 was incubated in the dark for 30 min at 28 °C. After the reaction, absorbance at 530 nm was estimated.
Phosphate-solubilizing activity test
Strain A02 was cultured for 2 days in LB broth to an OD600 of 0.6 and then transferred to the National Botanical Research Institute’s phosphate growth (NBRIP) broth (Yanlei & Xiaoping, 2018) and incubated at 28 °C and 160 rpm for 8 days. The culture supernatant was obtained by centrifugation at 10,000 rpm at 4 °C for 15 min. The ability of A02 to solubilize phosphate was tested using the molybdenum antimony anticolorimetric method (Yanlei & Xiaoping, 2018). The soluble phosphorus content was calculated by determining the absorbance at 700 nm. The pH value of the medium was measured using a pH meter. The content of titratable acid in the medium was determined by the neutralizing titration method with 0.1 mol L−1 NaOH.
Analysis of physiological and biochemical characteristics of strain A02
The colony, morphology, physiological, and biochemical characteristics of the strain were assessed according to the methods of the Common Bacterial System Identification Manual. Crystalline violet-saffron was used for Gram staining. Ink was used for capsule staining, and malachite green-saffron was used for spore staining. The physiological and biochemical characteristics were analyzed with methyl red (MR), indole, the Vogs–Proskauer (VP) test, amylolysis, gelatin liquefaction, citrate, dextrose acidogenesis, lactose, sucrose, and maltose.
N-fixing and plant growth promotion
The experiment was carried out at the Agricultural College of Guangxi University Farm Test Base from April to November 2019. The soil was strongly acid (pH 6.36). The amount of SOM, total N, available N, total P, available P, total K, and available K were 9.8 mg kg, 1.8508 g kg−1, 66.5 mg kg−1, 0.177 g kg−1, 33.6 mg kg−1, 3.17g kg−1 and 107.57 mg kg−1, respectively. Strain A02 was cultured in LB liquid medium to the logarithmic phase (OD600 = 0.6–0.8). The stems of cassava seed were soaked with a liquid bacterial treatment (treatment group) and LB liquid medium (control group) for 1 h before planting, and were planted in 6 rows, each with 12 plants. One month later, roots were irrigated with 45-mL A02 bacteria solution (treatment group) and LB culture solution (control group). On January 5, 2020, the roots, stems, and leaves of cassava were harvested, and their biomass and nitrogen content were measured.
Statistical analysis
The data were statistically analyzed for univariate risk factors using SPSS 25.0 (SPSS Inc., Chicago, IL, USA). Mean values were compared using Duncan’s new multiple range test at a 5% (P < 0.05) level of significance between treatments.
Results
Isolation of endophytic bacteria from cassava roots and comparison of nitrogen fixation capacity
The root surface of cassava was thoroughly sterilized. It was concluded that the isolated strains were obtained from inside the fine roots of cassava. In this study, bacterial colonies appeared on the inoculated plates after 3 days of inoculation, while no colonies grew on the control plates. A total of 10 endophytic bacterial strains were isolated from the roots of cassava based on morphological characteristics, and the isolates were purified and stored at 4 °C. The 10 endophytic bacteria were named A01, A02, A03, A04, A05, A06, A07, A08, A09, and A10. The strains were selected for tube preservation and subsequent experiments. The nitrogenase activities of 10 strains are shown in Fig. 1. The highest nitrogenase activity of 95.81 nmol mL−1 h−1 was noted in strain A02, followed by strain A08. The activities of the other eight strains were all less than 20 nmol mL−1 h−1. Strain A06 and A10 had the lowest 0.29 and 0.24 nmol mL−1 h−1 of nitrogenase activity, indicating that the nitrogenase activities of different strains were significantly different. The biological nitrogen fixation activities of the 10 strains are shown in Fig. 2. Strain A02 had the strongest biological nitrogen fixation ability, followed by strain A08. After 7 days of culture, the nitrogen content in the medium was 13.38 mg L−1 and 13.14 mg L−1. Thus, strain A02 was selected for further analysis.
Figure 1. Nitrogenase activity in nitrogen-free liquid medium.
Figure 2. Nitrogen fixation in nitrogen-free liquid medium.
Identification of strain A02
The 16S rRNA sequence of strain A02 was amplified by PCR. After sequencing, a 1500 bp rRNA sequence was obtained, and the GC content was 72.03%. Based on the BLAST search in NCBI, strain A02 showed 99.38% identity with Curtobacterium citreum CE711 (Fig. 3). Morphological analysis showed that strain A02 was rod-shaped and had no spores or capsule. Colonies of strain A02 were round, yellow, and non-transparent with a smooth surface and regular edges (Fig. 4). Strain A02 was identified as Actinobacteria Curtobacterium citreum by the General Microbial Center of China Microbial Species Preservation and Management Commission (CGMCC) and preserved (CGMCC Number: 12181). Based on the morphological characteristics, 16SrRNA gene sequence analysis, and CGMCC identification results, strain A02 was named Curtobacterium sp. A02, belonging to Actinobacteria, Actinobacterales, Microbacteriaceae, and Curtobacterium.
Figure 3. Phylogenetic tree based on 16S rRNA gene sequences of strain A02 from cassava roots.
The tree was constructed by the neighbor-joining method using MEGA 7.0. The scale bar corresponds to 0.03 substitutions per nucleotide position. Numbers on the branches are bootstrap percentages. GenBank accession numbers are presented above.
Figure 4. Colony morphology of strain A02 on an LB plate.
Analysis of physiological and biochemical characteristics of strain A02
The physiological and biochemical characteristics of the A02 strain are shown in Table 1. Strain A02 was a Gram-positive bacterium. The glucose oxidative fermentation test and VP test were positive, but the MR test was negative. The gelatin liquefication test was negative, and the utilization test of starch, lactose, sucrose, maltose, and citric acid were also negative. Strain A02 is a gram-positive bacterium. The glucose oxidative fermentation test and VP test were positive, while the MR test was negative, indicating that A02 decomposed glucose into pyruvate and then further converted it into non-acidic end products, resulting in less organic acids. None of the five carbon sources (starch, lactose, sucrose, maltose, and citric acid) could be utilized, indicating that A02 had a narrow range of carbon sources, which might be related to the long-term survival adaptability of the A02 strain in cassava. A negative gelatin liquefaction test indicated that A02 could not secrete gelatinase and would not decompose protein after entering the plant cells to avoid adverse effects on their normal physiological activities.
Table 1. Physiological and biochemical characteristics of strain A02.
Physiological and biochemical characteristics | A02 |
---|---|
Methyl red (MR) | − |
Indole | + |
VP | + |
amylolysis | − |
Gelatin liquefaction | − |
Citrate | − |
Dextrose acidogenesis | + |
Lactose | − |
Sucrose | − |
Maltose | − |
Gram stain | + |
Capsule stain | − |
Spore stain | − |
Note:
“+” means that the physiological and biochemical test of this bacterium was positive, and “−” means that the physiological and biochemical test of this bacterium was negative.
A02 showed a positive reaction for IAA production by producing a pink to red color. The quantitative estimation of IAA at 530 nm was confirmed by ELISA. The highest IAA production was 1.56 mg mL−1. After 2 days of culture of the A02 strain, the solubility of soluble phosphorus in the medium reached 101.23 mg mL−1, the titratable acid content was 0.15 mg mL−1, and the pH decreased from 6.78 to 4.50 (Table 2). Therefore, it was concluded that the A02 strain had the ability to acidify the environment and dissolve insoluble phosphorus.
Table 2. Typical characteristics of phosphorus solubilizing ability.
Number | P solubilization (mg mL−1) | titratable acid (mg mL−1) | pH | IAA (mg mL−1) |
---|---|---|---|---|
CK | 1.01 ± 0.14 | 0.01 ± 0.0002 | 6.78 | 0 |
A02 | 101.23 ± 1.43 | 0.15 ± 0.002 | 4.50 | 1.56 |
Note:
IAA stand for auxin is indole acetic acid.
Optimizing growth conditions of strain A02
Effect of pH on the nitrogen fixation activity of strain A02
The nitrogenase activity of strain A02 changed with the change in pH, and initially showed an increasing trend but then decreased with the increase in pH (5–8). The nitrogenase activity of strain A02 was the highest when the pH was 6.95 (Fig. 5).
Figure 5. Influence of pH on the nitrogenase activity of strain A02.
Effect of nitrogen on the nitrogen fixation activity of strain A02
The nitrogenase activity of strain A02 increased with the increase in the content of nitrogen in the range of 0–0.04 g L−1 and decreased with the increase in the content of nitrogen in the range of 0.04–0.1 g L−1 (Fig. 6). Therefore, nitrogen had a strong correlation with the nitrogenase activity of strain A02. Furthermore, the nitrogenase activity of strain A02 was highest when the nitrogen content in the medium was 0.05 g L−1.
Figure 6. Influence of N on the nitrogenase activity of A02 strain.
N-fixation and plant growth promotion of strain A02
Results showed that the biomass of roots, stems, and leaves of cassava inoculated with A02 significantly increased by 17.6%, 12.6%, and 10.3%, respectively, compared with that of the control (without A02 inoculation) (Table 3; Fig. 7). Based on 800 plants per acre, the tuber yield of cassava inoculated with A02 could be increased by 0.41 kg acre−1 with a 17.75% increase in yield.
Table 3. Nitrogenase activity and nitrogen content of cassava after inoculation with A02 and no nitrogen application in a field experiment.
Treatment | Nitrogenase activity (nmol mL−1 h−1) | Nitrogen content (mg g−1) | ||||
---|---|---|---|---|---|---|
Leaves | Stems | Roots | Leaves | Stems | Roots | |
A02 | 97.97 ± 19.01a | 46.17 ± 3.88a | 58.3 ± 3.98a | 47.01 ± 0.82a | 14.84 ± 0.32a | 13.48 ± 0.72a |
-N | 58.79 ± 3.63b | 46.97 ± 5.11a | 48.37 ± 3.17b | 36.90 ± 0.81b | 13.83 ± 0.39a | 12.28 ± 0.60a |
Note:
A02, treatment with A02 inoculation; -N, treatment without nitrogen.
Figure 7. Effect of strain A02 on the growth of cassava.
Discussion
Nitrogen plays an important role in cassava growth. A previous study reported that cassava had the ability to grow in low-fertile soil with the application of less fertilizer (Omondi et al., 2018). Endophytic nitrogen-fixing bacteria are colonized in plants and can effectively provide nitrogen to plants with no need to form specific nodules. Currently, there are few reports on endophytic bacteria in cassava (Reinhardt et al., 2008; de Barros Silva Leite et al., 2018). Several endophytic bacteria from cassava were isolated and identified as Achromobacter, Bacillus, Burkholderia, Enterobacter, Pantoea, and Pseudomonas spp.
In this study, 10 strains were isolated from cassava roots and grown on nitrogen-free medium. Overall, the higher 95.81 and 37.77 nmol mL−1 h−1 nitrogenase activities of strains A02 and A08 were noted, but the other eight strains had low nitrogenase activity. According to the morphological characteristics and 16S rRNA analysis of strain A02, it was classified as Curtobacterium citreum and named Curtobacterium sp. A02. Curtobacterium citreum was first isolated from Chinese rice (Mano et al., 2007) and has since been found in shy suckering chrysanthemum “Arka Swarna” (Panicker et al., 2007), strawberry fruit (Pereira et al., 2012), Citrus sinensis (Garrido et al., 2016), and sorghum (Bourles et al., 2019).
After 2 days of culture, the content of IAA in the medium of the A02 strain reached 1.56 mg mL−1, indicating that the A02 strain had the ability to produce and secrete IAA. Pseudomonas aeruginosa AL2-14B produced 114.79 μg mL−1 IAA, and Sinorhizobium fredii NGR234 produced 0.16 μmol mL−1 IAA (Roberto, Anna & Carmen, 2017). Enterobacter roggenkampii ED5 produced 732.93 μg mL−1 IAA (Jun et al., 2020). In comparison, strain A02 had a stronger ability to produce IAA. The solubility of soluble phosphorus in the medium reached 101.23 mg mL−1, the titratable acid content was 0.15 mg mL−1, and the pH decreased from 6.78 to 4.50, after 2 days of culture of strain A02 (Table 1). Therefore, it was concluded that strain A02 had the ability to acidify the environment and dissolve insoluble phosphorus. Fang et al. (2019) found that these secondary metabolites (IAA and soluble phosphorus) could promote plant growth (Fang et al., 2019). Combined with the results of glucose oxidation fermentation, VP, and MR tests, the phosphorus-dissolving ability of the A02 strain might be related to the secretion of organic acids.
The nitrogenase activity of soybean rhizobia reached 23,000 nmol mL−1 h−1 (Ma et al., 2020). As shown in Table 4, the nitrogenase activity of different plants combined with nitrogen-fixing bacteria greatly varies. The nitrogenase activity of sugarcane-associated nitrogen-fixing bacteria ranged from 65 to 3,187.8 nmol mL−1 h−1. The nitrogenase activity of maize and rice was about 100–200 nmol mL−1 h−1, while woody plants was 2.5 nmol mL−1 h−1. The nitrogen-fixing ability of cassava-associated nitrogen-fixing bacteria A02 was similar to that of maize- and rice-associated nitrogen-fixing bacteria.
Table 4. Nitrogenase activity of some endophytic nitrogen-fixing bacteria in the past 5 years.
Name | Nitrogenase activity (nmol mL−1 h−1) | Symbiosis plant | Author, Year Journal |
---|---|---|---|
Pantoea agglomerans XD20 | 3,187.8 | sugarcane | (Mao et al., 2019) Acta Botanica Boreali-Occidentalia Sinica |
Pantoea sp. NN08200 | 2,445 | sugarcane | (Shi et al., 2019), Microbiology China |
Stenotrophomonas maltophilia B11S | 1,456.23 | sugarcane | (Xing et al., 2016) Sugar Tech |
actinobacterial WZS021 | 65 | Sugarcane | (Wang et al., 2017) Sugar Tech |
Sphingomonas trueperi NNA-14 | 350 | Giant reed | (Xu et al., 2018) Journal of Basic Microbiology |
Klebsiella pneumoniae subspecies 1′13 | 103.077 | Guangxi wild rice | (Tan et al., 2017) Chinese Journal of Applied and Environmental Biology |
Devosia RKZ210 | 2.98 | highland barley | (Liu et al., 2017) Journal of Triticeae Crops |
K. radicincitans GXGL-4A | 232.94 | Maize | (Li et al., 2016) Microbiology China |
Pseudomonas migulae | 2.8 | American black pine | (Puri, Padda & Chanway, 2018) Canadian journal of forest research, |
Paenibacillus L201 | 5,630 | Bryophyllum pinnatum | (Liu et al., 2018) Antonie Van Leeuwenhoek International journal of general and molecular microbiology, |
The contribution of tuber crops for the energy requirement of global population is 3.9%. Out of which 1.5% from sweet potato, 1.9% from cassava, and 0.3% from yams and other tuber crops (Birch et al., 2012). Further, similar to rhizobium, the associative nitrogen-fixing bacteria encode nitrogenase and utilize atmospheric nitrogen through biological nitrogen fixation (BNF) to convert N2 into inorganic nitrogen-containing compounds, such as ammonia (NH3), and improve the growth and yield of sugarcane (Matoso et al., 2021), sorghum (Rout & Chrzanowski, 2009), maize, wheat, cucumber (Yongbin et al., 2019). Our experiment confirmed that the nitrogenase activities, nitrogen contents and biomass of cassava seedlings with inoculation of strain A02 increased compared with that of the seedlings without inoculation. Combined with the results of the biochemical characteristics of A02, it was speculated that the promoting effect of strain A02 on cassava growth was not only due to the effect of biological nitrogen fixation but also due to other promoting effects of strain A02, such as the secretion of IAA and the ability of phosphorus dissolution. Furthermore, Curtobacterium was reported in some plants, e.g., C. flaccumfaciens strain ME1 significantly promoted cucumber growth and enhanced disease resistance (Raupach & Kloepper, 2000); Curtobacterium sp. NM1R1 infection promoted plant growth, increased the seed germination rate, and enhanced seedling tolerance to Zn (Román-Ponce et al., 2017); C. creum could reduce the migration of metal Ni from roots to the above-ground parts of sorghum but had no promoting effect on sorghum growth (Bourles et al., 2019). In addition to promoting growth, Curtobacterium also plays a certain role in improving heavy metal tolerance and disease resistance, which will be the next research direction for the A02 strain.
Conclusion
In this study, we demonstrated the possibility of isolating associated nitrogen-fixing bacteria from cassava roots. Ten strains were screened by nitrogen-free medium, among which A02 had the highest nitrogenase activity. The results of bacterial morphological characteristics and 16S rRNA BLAST showed that the strain belonged to Curtobacterium citreum. The results of cassava tie-back showed that A02 increased the accumulation of nitrogen and promoted the growth of cassava, which was not only the result of biological nitrogen fixation but also related to the growth-promoting effects of IAA secretion and phosphorus dissolution. The results showed that the A02 strain had the potential to be a good candidate strain for promoting crop yield. To further explore this area and its application scope, future research is needed to study the effect of the A02 strain on the improvement of growth in other crops.
Supplemental Information
* Each treatment with four replications, n = 4.
* Each treatment with four replications, n = 4.
* Each treatment with four replications,n = 4.
* Each treatment with four replications, n = 4.
* Each treatment with four replications, n = 4.
* Each treatment with four replications, n = 4.
* 22 plants were measured for each treatment, n = 22
Acknowledgments
We thanks to Guangxi University for the assistance in the present work, students, and supervisor Bing He for assistance in the laboratory analyses. We thank LetPub for its linguistic assistance during the preparation of this manuscript.
Funding Statement
This work was financially supported by the Key projects of Guangxi Natural Science Foundation (2018GXNSFDA281056). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Additional Information and Declarations
Competing Interests
The authors declare that they have no competing interests.
Author Contributions
Xiao Zhang conceived and designed the experiments, performed the experiments, authored or reviewed drafts of the paper, and approved the final draft.
Juanjuan Tong performed the experiments, authored or reviewed drafts of the paper, and approved the final draft.
Mengmeng Dong analyzed the data, prepared figures and/or tables, and approved the final draft.
Kashif Akhtar analyzed the data, authored or reviewed drafts of the paper, and approved the final draft.
Bing He conceived and designed the experiments, authored or reviewed drafts of the paper, and approved the final draft.
DNA Deposition
The following information was supplied regarding the deposition of DNA sequences:
The sequence is available at GenBank: MW683362.1.
Data Availability
The following information was supplied regarding data availability:
The raw data is available in the Supplemental File and the sequence is available at NCBI: MW683362.
References
- Adachi, Nakatani & Mochida (2002).Adachi K, Nakatani M, Mochida H. Isolation of an endophytic diazotroph, Klebsiella oxytoca, from sweet potato stems in Japan. Soil Science and Plant Nutrition. 2002;48(6):889–895. doi: 10.1080/00380768.2002.10408717. [DOI] [Google Scholar]
- Aghai et al. (2019).Aghai MM, Khan Z, Joseph MR, Stoda AM, Sher AW, Ettl GJ, Doty SL. The effect of microbial endophyte consortia on Pseudotsuga menziesii and Thuja plicata survival, growth, and physiology across edaphic gradients. Frontiers in Microbiology. 2019;10:1353. doi: 10.3389/fmicb.2019.01353. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Akhtar et al. (2020).Akhtar K, Wang W, Ren G, Khan A, Nie E, Khan A, Feng Y, Yang G, Wang H. Straw mulching with inorganic nitrogen fertilizer reduces soil CO2 and N2O emissions and improves wheat yield. Science of the Total Environment. 2020;741:140488. doi: 10.1016/j.scitotenv.2020.140488. [DOI] [PubMed] [Google Scholar]
- Bauer et al. (2012).Bauer JT, Kleczewski NM, Bever JD, Clay K, Reynolds HL. Nitrogen-fixing bacteria, arbuscular mycorrhizal fungi, and the productivity and structure of prairie grassland communities. Oecologia. 2012;170(4):1089–1098. doi: 10.1007/s00442-012-2363-3. [DOI] [PubMed] [Google Scholar]
- Birch et al. (2012).Birch J, Bryan G, Fenton B, Gilroy E, Hein I, Jones T, Prashar A, Taylor A, Torrance L, Toth K. Crops that feed the world. Potato: are the trends of increased global production sustainable? Food Security. 2012;4:477–508. doi: 10.1007/s12571-012-0220-1. [DOI] [Google Scholar]
- Bourles et al. (2019).Bourles A, Guentas L, Chalkiadakis E, Majorel C, Juillot F, Cavaloc Y, Burtet-Sarramegna Vérie, Medevielle Vérie, Jourand P, Amir H. New Caledonian ultramafic conditions structure the features of Curtobacterium citreum strains that play a role in plant adaptation. Canadian journal of microbiology. 2019;65(12):880–894. doi: 10.1139/cjm-2019-0283. [DOI] [PubMed] [Google Scholar]
- Chavalparit & Ongwandee (2009).Chavalparit O, Ongwandee M. Clean technology for the tapioca starch industry in Thailand. Journal of Clearner Production. 2009;17(2):105–110. doi: 10.1016/j.jclepro.2008.03.001. [DOI] [Google Scholar]
- Chaves et al. (2016).Chaves JDS, Baraúna AC, Mosqueira CA, Gianluppi V, Zilli JÉ, Silva KD. Stylosanthes spp. from Amazon savanna harbour diverse and potentially effective rhizobia. Applied Soil Ecology. 2016;108(5):54–61. doi: 10.1016/j.apsoil.2016.08.003. [DOI] [Google Scholar]
- de Barros Silva Leite et al. (2018).de Barros Silva Leite MC, de Araujo Pereira AP, de Souza AJ, Andreote FD, Freire FJ, Sobral JK. Bioprospection and genetic diversity of endophytic bacteria association with cassava plant. Revista Caatinga. 2018;31(2):315–325. doi: 10.1590/1983-21252018v31n207rc. [DOI] [Google Scholar]
- de Oliveira et al. (2020).de Oliveira AJ, Franco TC, Florentino LA, Correa Landgraf PR. Characterization of associative diazotrophic bacteria in torch ginger. Semina-Ciencias Agrarias. 2020;41(6):2815–2823. doi: 10.5433/1679-0359.2020v41n6p2815. [DOI] [Google Scholar]
- Fang et al. (2019).Fang K, Bao Z-S-N, Chen L, Zhou J, Yang Z-P, Dong X-F, Zhang H-B. Growth-promoting characteristics of potential nitrogen-fixing bacteria in the root of an invasive plant Ageratina adenophora. PeerJ. 2019;7(2):e7099. doi: 10.7717/peerj.7099. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Franche, Lindström & Elmerich (2009).Franche C, Lindström K, Elmerich C. Nitrogen-fixing bacteria associated with leguminous and non-leguminous plants. Plant and Soil. 2009;321(1–2):35–59. doi: 10.1007/s11104-008-9833-8. [DOI] [Google Scholar]
- Garrido et al. (2016).Garrido LM, Alves JMP, Oliveira LS, Gruber A, Padilla G, Araãújo WL. Draft genome sequence of Curtobacterium sp. strain ER1/6, an endophytic strain isolated from citrus sinensis with potential to be used as a biocontrol agent. Genome Announcements. 2016;4(6):e01264-16. doi: 10.1128/genomeA.01264-16. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Geries & Elsadany Abdelgawad (2021).Geries LSM, Elsadany Abdelgawad Y. Maximizing growth and productivity of onion (Allium cepa L.) by Spirulina platensis extract and nitrogen-fixing endophyte Pseudomonas stutzeri. Archives of Microbiology. 2021;203(1):169–181. doi: 10.1007/s00203-020-01991-z. [DOI] [PubMed] [Google Scholar]
- Golparyan, Azizi & Soltani (2018).Golparyan F, Azizi A, Soltani J. Endophytes of Lippia citriodora (Syn. Aloysia triphylla ) enhance its growth and antioxidant activity. European Journal of Plant Pathology. 2018;152(3):759–768. doi: 10.1007/s10658-018-1520-x. [DOI] [Google Scholar]
- Guira et al. (2017).Guira F, Some K, Kabore D, Sawadogo-Lingani H, Traore Y, Savadogo A. Origins, production, and utilization of cassava in Burkina Faso, a contribution of a neglected crop to household food security. Food Science & Nutrition. 2017;5(3):415–423. doi: 10.1002/fsn3.408. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Higdon et al. (2020).Higdon SM, Pozzo T, Tibbett EJ, Chiu C, Jeannotte R, Weimer BC, Bennett AB, Chen J-T. Diazotrophic bacteria from maize exhibit multifaceted plant growth promotion traits in multiple hosts. PLOS ONE. 2020;15(9):e0239081. doi: 10.1371/journal.pone.0239081. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Howeler (2002).Howeler RH. Cassava mineral nutrition and fertilization. In: Hillocks RJ, Thresh JM, Bellotti AC, editors. Cassava: Biology, Production and Utilization. Cali, Colombia: CABI; 2002. [Google Scholar]
- Howeler et al. (2005).Howeler RH, Watananonta W, Wongkasem W, Klakhaeng K, Tran NN. Working with farmers: The key to achieving adoption of more sustainable cassava production practices on sloping land in Asia. 2nd International Symposium on Sweetpotato and Cassava. 2005;703:79-+. doi: 10.17660/ActaHortic.2006.703.8. [DOI] [Google Scholar]
- Ji, Gururani & Chun (2014).Ji SH, Gururani MA, Chun SC. Isolation and characterization of plant growth promoting endophytic diazotrophic bacteria from Korean rice cultivars. Microbiological Research. 2014;169(1):83–98. doi: 10.1016/j.micres.2013.06.003. [DOI] [PubMed] [Google Scholar]
- Ji et al. (2014).Ji SH, Gururani MA, Lee JW, Ahn BO, Chun SC. Isolation and characterisation of a dwarf rice mutant exhibiting defective gibberellins biosynthesis. Plant Biology. 2014;16(2):428–439. doi: 10.1111/plb.12069. [DOI] [PubMed] [Google Scholar]
- Jiang et al. (2016).Jiang Q, Kang L, Zhang X, Yao YH, Liang QY, Gu MH, He B. Effects of nitrogen level on source-sink relationship of Cassava. Southwest China Journal of Agricultural Sciences. 2016;29(9):2162–2166. doi: 10.16213/j.cnki.scjas.2016.09.026. [DOI] [Google Scholar]
- Jun et al. (2020).Jun GD, Kumar SR, Pratiksha S, Ping LD, Anjney S, Xiu XY, Peng SX, Tao YL, Rui LY. Complete genome sequence of Enterobacter roggenkampii ED5, a nitrogen fixing plant growth promoting endophytic bacterium with biocontrol and stress tolerance properties, isolated from sugarcane root. Frontiers in Microbiology. 2020;11:1–8. doi: 10.3389/FMICB.2020.580081. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Keswani et al. (2020).Keswani C, Singh SP, Cueto L, García-Estrada C, Mezaache-Aichour S, Glare TR, Borriss R, Singh SP, Blázquez MA, Sansinenea E. Auxins of microbial origin and their use in agriculture. Applied Microbiology and Biotechnology. 2020;104(20):8549–8565. doi: 10.1007/s00253-020-10890-8. [DOI] [PubMed] [Google Scholar]
- Koyama et al. (2012).Koyama R, Matsumoto A, Inahashi Y, Ōmura S, Takahashi Y. Isolation of actinomycetes from the root of the plant, Ophiopogon japonicus, and proposal of two new species, Actinoallomurus liliacearum sp. nov. and Actinoallomurus vinaceus sp. nov. The Journal of Antibiotics: Official Journal of Japan Antibiotics Research Association (JARA), Affiliated by the Society for Actinomycetes Japan. 2012;65(7):335–340. doi: 10.1038/ja.2012.31. [DOI] [PubMed] [Google Scholar]
- Li et al. (2016).Li Q, Cheng J, Sun S, Chen Y. Isolation, identification and characterization of associative nitrogen-fixing endophytic bacterium Kosakonia radicincitans GXGL-4A in maize. Microbiology China. 2016;43(11):2456–2463. doi: 10.13344/j.microbiol.china.151071. [DOI] [Google Scholar]
- Liang et al. (2016).Liang H, Huang J, Han Q, Chen D, Xiao X, An F, Xue M. Analysis of cassava yield gap and its limiting factors in main production areas of Hainan Island. Chinese Journal of Tropical Crops. 2016;37(10):1863–1871. doi: 10.3969/j.issn.1000-2561.2016.10.003. [DOI] [Google Scholar]
- Lim et al. (2018).Lim S-L, Subramaniam S, Zamzuri I, Amir HG. Growth and biochemical profiling of artificially associated micropropagated oil palm plantlets with Herbaspirillum seropedicae. Journal of Plant Interactions. 2018;13(1):173–181. doi: 10.1080/17429145.2018.1451564. [DOI] [Google Scholar]
- Lin et al. (2019).Lin B, Song Z, Jia Y, Zhang Y, Wang L, Fan J, Lin Z. Biological characteristics and genome-wide sequence analysis of endophytic nitrogen-fixing bacteria Klebsiella variicola GN02. Biotechnology & Biotechnological Equipment. 2019;33(1):108–117. doi: 10.1080/13102818.2018.1555010. [DOI] [Google Scholar]
- Liu et al. (2018).Liu L, Yuan T, Yang F, Liu Z, Yang M, Peng G, Tan Z. Paenibacillus bryophyllum sp. nov., a nitrogen-fixing species isolated from Bryophyllum pinnatum. Antonie Van Leeuwenhoek International Journal of General and Molecular Microbiology. 2018;111(12):2267–2273. doi: 10.1007/s10482-018-1117-6. [DOI] [PubMed] [Google Scholar]
- Liu et al. (2017).Liu Z, Yue X, Wang B, Xue B, Wang Q. Diversity of culturable endophytic nitrogen-fixing bacteria in naked barley roots from different production regions. Journal of Triticeae Crops. 2017;37(4):565–569. doi: 10.7606/j.issn.1009-1041.2017.04.20. [DOI] [Google Scholar]
- Loiret et al. (2004).Loiret FG, Ortega E, Kleiner D, Ortega-Rodés P, Rodés R, Dong Z. A putative new endophytic nitrogen-fixing bacterium Pantoea sp. from sugarcane. Journal of Applied Microbiology. 2004;97(3):504–511. doi: 10.1111/j.1365-2672.2004.02329.x. [DOI] [PubMed] [Google Scholar]
- Luo et al. (2010).Luo T, Ouyang X, Yang L, Li Y. Effect of nitrogen-fixing bacteria inoculation on biological nitrogen fixation in sugarcane by 15N isotope dilution technique. Acta Agriculturae Nucleatae Sinica. 2010;24(5):1026–1031. doi: 10.1016/S1876-3804(11)60004-9. [DOI] [Google Scholar]
- Ma et al. (2020).Ma J, Yu X, Wu H, Zhang M. Effects of inoculation of different rhizobium on photosynthetic characteristics and nitrogen fixation of soybean. Chinese Journal of Oil Crop Sciences. 2020;42(1):102–108. doi: 10.19802/j.issn.1007-9084.2019081. [DOI] [Google Scholar]
- Mano et al. (2007).Mano H, Tanaka F, Nakamura C, Kaga H, Morisaki H. Culturable endophytic bacterial flora of the maturing leaves and roots of Rice Plants (Oryza sativa) cultivated in a paddy field. Microbes and Environments. 2007;22(2):175–185. doi: 10.1264/jsme2.22.175. [DOI] [Google Scholar]
- Mao et al. (2019).Mao L, Huang C, Zhu K, Yang L, Li Y, Xing Y. Effect of nitrogen-fixing strain XD20on the growth of different sugarcane varieties. Acta Botanica Boreali-Occidentalia Sinica. 2019;39(1):140–148. doi: 10.7606/j.issn.1000-4025.2019.01.0140. [DOI] [Google Scholar]
- Matoso et al. (2021).Matoso ES, Reis VM, Giacomini SJ, Silva MTD, Avancini AR, Silva SDDA. Diazotrophic bacteria and substrates in the growth and nitrogen accumulation of sugarcane seedlings. Scientia Agricola. 2021;78(1):184. doi: 10.1590/1678-992x-2019-0035. [DOI] [Google Scholar]
- Montañez et al. (2009).Montañez A, Abreu C, Gill PR, Hardarson G, Sicardi M. Biological nitrogen fixation in maize (Zea mays L.) by 15 N isotope-dilution and identification of associated culturable diazotrophs. Biology and Fertility of Soils. 2009;45(3):253–263. doi: 10.1007/s00374-008-0322-2. [DOI] [Google Scholar]
- Nang’ayo et al. (2005).Nang’ayo F, Omanya G, Bokanga M, Odera M, Muchiri N, Ali Z, Werehire P. A strategy for industrialisation of cassava in Africa. Proceedings of a Small Group Meeting. Ibadan, Nigeria and Nairobi, Kenya: African Agricultural Technology Foundation.2005. [Google Scholar]
- Odedina, Ojeniyi &Odedina (2010).Odedina J, Ojeniyi S, Odedina S. Integrated nutrient management for sustainable cassava production in South Western Nigeria. Archives of Agronomy and Soil Science. 2010;58:S132–S140. doi: 10.1080/03650340.2012.695865. [DOI] [Google Scholar]
- Omondi et al. (2018).Omondi JO, Lazarovitch N, Rachmilevitch S, Boahen S, Ntawuruhunga P, Sokolowski E, Yermiyahu U. Nutrient use efficiency and harvest index of cassava decline as fertigation solution concentration increases. Journal of Plant Nutrition and Soil Science. 2018;181(5):644–654. doi: 10.1002/jpln.201700455. [DOI] [Google Scholar]
- Ouyabe et al. (2020).Ouyabe M, Irie K, Tanaka N, Kikuno H, Pachakkil B, Shiwachi H. Response of Upland Rice (Oryza sativa L.) inoculated with non-native plant growth-promoting bacteria. Agronomy. 2020;10(6):903. doi: 10.3390/agronomy10060903. [DOI] [Google Scholar]
- Panicker et al. (2007).Panicker B, Thomas P, Janakiram T, Venugopalan R, Narayanappa SB. Influence of cytokinin levels on in vitro propagation of shy suckering chrysanthemum Arka Swarna and activation of endophytic bacteria. Vitro Cellular & Developmental Biology. 2007;43(6):614–622. doi: 10.1007/s11627-007-9061-6. [DOI] [Google Scholar]
- Peng et al. (2006).Peng G, Wang H, Zhang G, Hou W, Liu Y, Wang ET, Tan Z. Azospirillum melinis sp. nov., a group of diazotrophs isolated from tropical molasses grass. International Journal of Systematic and Evolutionary Microbiology. 2006;56(6):1263–1271. doi: 10.1099/ijs.0.64025-0. [DOI] [PubMed] [Google Scholar]
- Pereira et al. (2012).Pereira GVM, Magalhães KT, Lorenzetii ER, Souza TP, Schwan RF. A multiphasic approach for the identification of endophytic bacterial in strawberry fruit and their potential for plant growth promotion. Microbial Ecology. 2012;63(2):405–417. doi: 10.1007/s00248-011-9919-3. [DOI] [PubMed] [Google Scholar]
- Puri, Padda & Chanway (2018).Puri A, Padda KP, Chanway CP. Evidence of endophytic diazotrophic bacteria in lodgepole pine and hybrid white spruce trees growing in soils with different nutrient statuses in the West Chilcotin region of British Columbia. Canada Forest Ecology and Management. 2018;430:558–565. doi: 10.1016/j.foreco.2018.08.049. [DOI] [Google Scholar]
- Purnamasari, Noguchi & Ahamed (2019).Purnamasari RA, Noguchi R, Ahamed T. Land suitability assessments for yield prediction of cassava using geospatial fuzzy expert systems and remote sensing. Computers and Electronics in Agriculture. 2019;166(1):105018. doi: 10.1016/j.compag.2019.105018. [DOI] [Google Scholar]
- Raupach & Kloepper (2000).Raupach GS, Kloepper JW. Biocontrol of cucumber diseases in the field by plant growth-promoting rhizobacteria with and without methyl bromide fumigation. Plant Disease. 2000;84(10):1073–1075. doi: 10.1094/PDIS.2000.84.10.1073. [DOI] [PubMed] [Google Scholar]
- Reinhardt et al. (2008).Reinhardt ÉL, Ramos PL, Manfio GP, Barbosa HR, Pavan C, Moreira-Filho CA. Molecular characterization of nitrogen-fixing bacteria isolated from brazilian agricultural plants at São Paulo state Caracterização molecular de bactérias fixadoras de nitrogênio isoladas de plantas brasileiras no estado de São Paulo. Brazilian Journal of Microbiology. 2008;39(3):414–422. doi: 10.1590/S1517-83822008000300002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rice et al. (1994).Rice DJ, Somasegaran P, Macglasham K, Bohlool BB. Isolation of insertion sequence ISRLdTAL1145-1 from a Rhizobium sp. (Leucaena diversifolia) and distribution of homologous sequences identifying cross-inoculation group relationships. Applied and Environmental Microbiology. 1994;60(12):4394–4403. doi: 10.1128/AEM.60.12.4394-4403. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Roberto, Anna & Carmen (2017).Roberto D, Anna A, Carmen B. The overproduction of Indole-3-Acetic Acid (IAA) in endophytes upregulates nitrogen fixation in both bacterial cultures and inoculated rice plants. Microbial Ecology. 2017;74(2):441–452. doi: 10.1007/s00248-017-0948-4. [DOI] [PubMed] [Google Scholar]
- Roley et al. (2018).Roley SS, Duncan DS, Liang D, Garoutte A, Jackson RD, Tiedje JM, Robertson GP, Sainju UM. Associative nitrogen fixation (ANF) in switchgrass (Panicum virgatum) across a nitrogen input gradient. PLOS ONE. 2018;13(6):e0197320. doi: 10.1371/journal.pone.0197320. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Román-Ponce et al. (2017).Román-Ponce B, Reza-Vázquez DM, Gutiérrez-Paredes S, DE Haro-Cruz MDJ, Maldonado-Hernández J, Bahena-Osorio Y, Estrada-DE Los Santos P, Wang ET, Vásquez-Murrieta MS. Plant growth-promoting traits in rhizobacteria of heavy metal-resistant plants and their effects on brassica nigra seed germination. Pedosphere. 2017;27(03):511–526. doi: 10.1016/S1002-0160(17)60347-3. [DOI] [Google Scholar]
- Rosenthal (2020).Rosenthal DM. Towards narrowing the cassava yield gap. New Phytologist. 2020;225(6):2237–2238. doi: 10.1111/nph.16433. [DOI] [PubMed] [Google Scholar]
- Rothballer et al. (2006).Rothballer M, Schmid M, Klein I, Gattinger A, Grundmann S, Hartmann A. Herbaspirillum hiltneri sp. nov., isolated from surface-sterilized wheat roots. International Journal of Systematic and Evolutionary Microbiology. 2006;56(6):1341–1348. doi: 10.1099/ijs.0.64031-0. [DOI] [PubMed] [Google Scholar]
- Rout & Chrzanowski (2009).Rout ME, Chrzanowski TH. The invasive Sorghum halepense harbors endophytic N2-fixing bacteria and alters soil biogeochemistry. Plant and Soil. 2009;315(1–2):163–172. doi: 10.1007/s11104-008-9740-z. [DOI] [Google Scholar]
- Santi, Bogusz & Franche (2013).Santi C, Bogusz D, Franche C. Biological nitrogen fixation in non-legume plants. Annals of Botany. 2013;111(5):743–767. doi: 10.1093/aob/mct048. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Shi et al. (2019).Shi G, Zeng Q, Nong Z, Ye X, Cen Z, Li Y, Hu C. Identification of an endophytic nitrogen-fixing bacterium NN08200 from sugarcane and its growth promotion of sugarcane. Microbiology China. 2019;46(6):1336–1345. doi: 10.13344/j.microbiol.china.180523. [DOI] [Google Scholar]
- Sriroth et al. (2000).Sriroth K, Piyachomkwan K, Wanlapatit S, Oates CG. Cassava starch technology: the thai experience. Starch/Staerke. 2000;52:439–449. doi: 10.1002/(ISSN)1521-379X. [DOI] [Google Scholar]
- Steenhoudt & Vanderleyden (2000).Steenhoudt O, Vanderleyden J. Azospirillum, a free-living nitrogen-fixing bacterium closely associated with grasses: genetic, biochemical and ecological aspects. FEMS Microbiology Reviews. 2000;24(4):487–506. doi: 10.1111/j.1574-6976.2000.tb00552.x. [DOI] [PubMed] [Google Scholar]
- Sun et al. (2018).Sun S, Chen Y, Cheng J, Li Q, Zhang Z, Lan Z. Isolation, characterization, genomic sequencing, and GFP-marked insertional mutagenesis of a high-performance nitrogen-fixing bacterium, Kosakonia radicincitans GXGL-4A and visualization of bacterial colonization on cucumber roots. Folia Microbiologica. 2018;63(6):789–802. doi: 10.1007/s12223-018-0608-1. [DOI] [PubMed] [Google Scholar]
- Tahir et al. (2020).Tahir N, Asma I, Sohail H, Muhammad S, Afshan M, Javed I, Kashif HM, Shaghef E, Abdullah MK. First report of diazotrophic Brevundimonas spp. as growth enhancer and root colonizer of potato. Scientific Reports. 2020;10(1):12893. doi: 10.1038/s41598-020-69782-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Takada et al. (2019).Takada K, Tanaka N, Kikuno H, Babil P, Onjo M, Park B-J, Shiwachi H. Isolation of nitrogen-fixing bacteria from Water Yam (Dioscorea alata L.): original article. Tropical Agriculture and Development. 2019;63(4):198–203. doi: 10.11248/JSTA.63.198. [DOI] [Google Scholar]
- Tan et al. (2017).Tan Z, Tan Z, Huang H, Zhang X, Liu L, Peng G. Isolation and phylogenetic analysis of endophytic nitrogen-fixing bacteria from Oryza officinalis in Wuxian. Chinese Journal of Applied and Environmental Biology. 2017;23(4):622–627. doi: 10.3724/SP.J.1145.2016.04036. [DOI] [Google Scholar]
- Tang et al. (2010).Tang S-Y, Hara S, Melling L, Goh K-J, Hashidoko Y. Burkholderia vietnamiensis isolated from Root Tissues of Nipa Palm (Nypa fruticans) in Sarawak, Malaysia, proved to be its major endophytic nitrogen-fixing bacterium. Japan Society for Bioscience, Biotechnology, and Agrochemistry. 2010;74(9):1972–1975. doi: 10.1271/bbb.100397. [DOI] [PubMed] [Google Scholar]
- Teixeira et al. (2007).Teixeira MA, Melo ISD, Vieira RF, Costa FEC, Harakava R. Microrganismos endofíticos de mandioca de áreas comerciais e etnovariedades em três estados brasileiros Cassava endophytic microorganisms of commercial plantings and ethnovarieties in three Brazilian states. Pesquisa Agropecuária Brasileira. 2007;42(1):42–49. doi: 10.1590/S0100-204X2007000100006. [DOI] [Google Scholar]
- Vanlauwe et al. (2020).Vanlauwe B, Kihara J, Chivenge P, Pypers P, Coe R, Six J. Agronomic use efficiency of N fertilizer in maize-based systems in sub-Saharan Africa within the context of integrated soil fertility management. Plant and Soil. 2020;339(1–2):35–50. doi: 10.1007/s11104-010-0462-7. [DOI] [Google Scholar]
- Wang et al. (2017).Wang Z, Solanki MK, Pang F, Singh RK, Yang L-T, Li Y-R, Li H-B, Zhu K, Xing Y-X. Identification and efficiency of a nitrogen-fixing endophytic actinobacterial strain from sugarcane. Sugar Tech. 2017;19(5):492–500. doi: 10.1007/s12355-016-0498-y. [DOI] [Google Scholar]
- Weisburg et al. (1991).Weisburg WG, Barns SM, Pelletier DA, Lane DJ. 16S ribosomal DNA amplification for phylogenetic study. Journal of Bacteriology. 1991;173(2):697–703. doi: 10.1128/jb.173.2.697-703.1991. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Xiaomei et al. (2018).Xiaomei Y, Zhi W, Yu M, Liqun W, Xu W, Qingshan X, Su P, Yu Z, Chaoling W. Isolation, diversity, and growth-promoting activities of endophytic bacteria from tea cultivars of Zijuan and Yunkang-10. Frontiers in Microbiology. 2018;9:2723. doi: 10.3389/FMICB.2018.01848. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Xing et al. (2016).Xing Y-X, Wei C-Y, Mo Y, Yang L-T, Huang S-L, Li Y-R. Nitrogen-fixing and plant growth-promoting ability of two endophytic bacterial strains isolated from sugarcane stalks. Sugar Tech. 2016;18(4):373–379. doi: 10.1007/s12355-015-0397-7. [DOI] [Google Scholar]
- Xu et al. (2018).Xu J, Kloepper JW, Huang P, McInroy JA, Hu CH. Isolation and characterization of N-2-fixing bacteria from giant reed and switchgrass for plant growth promotion and nutrient uptake. Journal of Basic Microbiology. 2018;58(5):459–471. doi: 10.1002/jobm.201700535. [DOI] [PubMed] [Google Scholar]
- Yanlei & Xiaoping (2018).Yanlei Z, Xiaoping S. Evaluation of the plant-growth-promoting abilities of endophytic bacteria from the psammophyte Ammodendron bifolium. Canadian Journal of Microbiology. 2018;64(4):253–264. doi: 10.1139/cjm-2017-0529. [DOI] [PubMed] [Google Scholar]
- Yongbin et al. (2019).Yongbin L, Yunlong L, Haowei Z, Minyang W, Sanfeng C. Diazotrophic Paenibacillus beijingensis BJ-18 provides nitrogen for plant and promotes plant growth, nitrogen uptake and metabolism. Frontiers in Microbiology. 2019;29(10):1119. doi: 10.3389/fmicb.2019.01119. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
* Each treatment with four replications, n = 4.
* Each treatment with four replications, n = 4.
* Each treatment with four replications,n = 4.
* Each treatment with four replications, n = 4.
* Each treatment with four replications, n = 4.
* Each treatment with four replications, n = 4.
* 22 plants were measured for each treatment, n = 22
Data Availability Statement
The following information was supplied regarding data availability:
The raw data is available in the Supplemental File and the sequence is available at NCBI: MW683362.