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Article

Molecular Characteristics of Rhizobia Isolated from Arachis hypogaea Grown under Stress Environment

1
Institute of Soil Science, Pir Mehr Ali Shah Arid Agriculture University, Rawalpindi 46300, Pakistan
2
Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing 100081, China
3
Department of Agricultural Research for Northern Sweden, Swedish University of Agricultural Sciences, 90183 Umea, Sweden
4
Department of Agronomy, Pir Mehr Ali Shah Arid Agriculture University, Rawalpindi 46300, Pakistan
*
Authors to whom correspondence should be addressed.
Sustainability 2020, 12(15), 6259; https://doi.org/10.3390/su12156259
Submission received: 29 June 2020 / Revised: 24 July 2020 / Accepted: 30 July 2020 / Published: 3 August 2020
(This article belongs to the Special Issue Climate Resilient Sustainable Agricultural Production Systems)

Abstract

:
The phenotypic and genotypic characterization of eight rhizobial isolates obtained from Arachis hypogaea nodules grown under stress environment was performed. Isolates were screened for their ability to tolerate different abiotic stresses (high temperature (60° C), salinity (1–5% (w/v) NaCl), and pH (1–12). The genomic analysis of 16S rRNA and housekeeping genes (atpD, recA, and glnII) demonstrated that native groundnut rhizobia from these stress soils are representatives of fast growers and phylogenetically related to Rhizobium sp. The phenotypic characterization (generation time, carbon source utilization) also revealed the isolates as fast-growing rhizobia. All the isolates can tolerate NaCl up to 3% and were able to grow between 20 and 37 °C with a pH between 5 to 10, indicating that the isolates were alkali and salt-tolerant. The tested isolates effectively utilize mono and disaccharides as carbon source. Out of eight, three rhizobial isolates (BN-20, BN-23, and BN-50) were able to nodulate their host plant, exhibiting their potential to be used as native groundnut rhizobial inoculum. The plant growth promoting characterization of all isolates revealed their effectiveness to solubilize inorganic phosphate (56–290 µg mL−1), synthesize indole acetic acid (IAA) (24–71 µg mL−1), and amplification of nitrogen fixing nifH gene, exploring their ability to be used as groundnut biofertilizer to enhance yield and N2-fixation for the resource poor farmers of rainfed Pothwar region.

1. Introduction

Salinity is one of the most brutal among abiotic stresses limiting groundnut (Arachis hypogaea L.) productivity. The nitrogen fixing bacteria played a vital role in crop production and soil health owing to their ability to fix atmospheric nitrogen, and proved to be environmentally friendly by minimizing pollution problems concerned with the application of chemical fertilizers even under stress conditions. Similarly, application of chemical fertilizers are a big cause of climate change as they have a strong connection with greenhouse gas (GHG) emissions. It has been reported that 10–20% of global GHG (Carbon dioxide, Methane, and Nitrous oxide) emissions are from the agricultural sector. Nitrous oxide (N2O) is a potent greenhouse gas that contributes to the destruction of the stratospheric ozone. The level of N2O has been increased from 270 ppb to 328 ppb since 1750 to 2015. This higher level contributed a lot to climate change and the destruction of the ozone layer. Since more than half of the global N2O emissions originate from agricultural soils because of nitrogen (N) fertilizer use in crop production, it is imperative to minimize these losses by replacing chemical fertilizers with microbial fertilizers. This will also help to reduce the carbon footprint [1]. Symbiotic bacteria belonged to genus Allorhizobium [1,2], Azorhizobium [3], Bradyrhizobium [4], Mesorhizobium [5], Rhizobium [6], and Sinorhizobium [7], having the ability to establish a symbiotic relationship with legumes by forming root nodules [8]. Symbiotic N2-fixation is a significant source of plant available nitrogen and several legume species can fix up to 300 kg nitrogen N ha−1 [9]. Inoculation of legumes with efficient rhizobia can enhance their ability to fix atmospheric nitrogen, especially when indigenous rhizobial strains are lacking in the soil or they are inefficient [10].
Groundnut (Arachis hypogaea L.) is an important leguminous crop cultivated in tropical, subtropical, and temperate zones, and sandy loam soils are ideal for obtaining the best pod yield. The major groundnut producing districts of Pakistan include Chakwal, Attock, and Rawalpindi in Punjab, Karak, and Sawabi in Khyber Pakhtunkhwa (KPK) and Sanghar in Sindh province. Different varieties of spreading and erect groundnut are grown on an area of 1 million hectare with an average yield of 1.1 t ha−1 as compared to the 4 t ha−1 average yield of USA and China [8]. The major constraints of low groundnut yield are unavailability of high yielding genotypes, abiotic stresses, unavailability of biofertilizer for groundnut in the country, and no/inefficient specific rhizobial inoculation. As a legume, groundnut is also considered as an efficient N2-fixer when coupled with efficient rhizobial host, fixes about 100–130 kg N ha−1 y−1, yet there is potential to increase nitrogen fixation and yield by manipulation of specific inoculants [11]. The nodulation of groundnut could be possible by the indigenous Rhizobia present in the soil, however; inoculation of groundnut seeds with specific Rhizobium would be helpful in attaining better yields and improving N2-fixation [12]. Previously, groundnut has been reported to establish effective nodulation with slow-growing Bradyrhizobium [13,14,15], although effective fast-growing Rhizobium have also been recently described [8,12,16]. Effective symbiosis of groundnut with Rhizobium giardini and Rhizobium tropici have also been described by Taurian et al. [17].
Nowadays, polyphasic taxonomic approaches comprising phenotypic and genotypic characterization are recommended as a rhizobial identification and classification tool [18]. By using these techniques, the diversified characteristics of the rhizobial population has been validated [19], implying the potential for identification of many novel rhizobial taxa. The adaptation of rhizobia to saline conditions confirms that symbiont is more resistant to salinity than the host crop. Keeping in view the importance of rhizobia characterization from stress environment at the molecular and cellular level, the present study was carried out with objectives to isolate rhizobial strains from groundnut nodules under naturally saline conditions, particularly as they relate to salt tolerance, high temperature, moisture stress, and examined their systemic taxonomy for future validation of Rhizobium species. Our results have revealed that isolated rhizobial strains have 16S rRNA and housekeeping genes (atpD, recA and glnII) similarity with the members of fast-growing genus Rhizobium. We had also published and further validated a novel rhizobium species, BN-19T, from groundnut nodules, indicating the potential of existence of many novel Rhizobium species from the diverse ecology of Pakistan.

2. Materials and Methods

2.1. Isolation of Rhizobia and Nodulation Test

The rhizobial strains were isolated from root nodules of groundnut (Arachis hypogaea L.) grown under saline soil with EC 8.2 dSm−1, pH 7.8, SAR 7.2 meqL−1. Host plants were sampled by using 1 m2 quadrat from semi-arid soils of Attock district, Pakistan (latitude 32°93′ N and longitude 72°86′ E). Different farmers’ fields were visited and plants were sampled. Healthy, unbroken, and pink nodules indicating active nitrogen-fixation were selected from each plant. The nodules were first washed thoroughly with tap water and then carefully detached from the roots by using sterilized forceps. Intact and undamaged nodules were immersed in 95% ethanol (v/v) for 10 s and surface sterilized in 3% hydrogen peroxide (H2O2) for 3 min and washed six times in autoclaved distilled water. Sterilized nodules were crushed with a glass rod in a drop of sterile distilled water, and the suspension was streaked on Yeast Mannitol Agar (YMA) [20]. Plates were incubated for 3–7 days at 28 °C. Pure bacterial colonies were obtained by repeatedly streaking the individual colony on YMA and preserved in 20% glycerol at –80°C for further use.
A total of eight Rhizobium sp. were obtained and their nodulation ability was tested by inoculating seedlings of Arachis hypogaea L. (Var. BARI 2011). One seedling was planted in plastic pots containing autoclaved vermiculite and inoculated with bacterial suspension of each rhizobial isolate. Four replicates per isolate were established and seedlings were irrigated with nitrogen-free nutrient solution [21]. A negative control (uninoculated seedling) was also included. Roots were visually examined for nodulation after six weeks of inoculation.

2.2. Screening of Isolates for Abiotic Stress Tolerance

The ability of the isolates to grow at different salt concentrations was tested by streaking each isolate on YMA medium containing 1–5% (w/v) NaCl. The tolerance of the isolates to acid or basic pH was examined in liquid tryptone yeast extract (TY) medium with pH adjusted between 2 (1 N HCl) and 12 (I N Na2CO3), at an increment of 1 pH unit. Temperature tolerance of all strains was tested on solid YMA plates by incubating at 4, 10, 15, 28, 37, 50, and 60°C.

2.3. Morphology and Phenotypic Characterization

For morphological characterization, individual colonies were examined for color, size, and shape after 3–7 days of growth on YMA. Motility was determined by piercing of a soft-agar medium. Gram staining was performed using a commercial kit according to the manufacturer’s instructions (bioMérieux, France). For Carbon-source utilization, all isolates were tested by using a Gram-negative (GN2) MicroPlate (Biolog) according to the manufacturer’s instruction. Single colonies were subcultured on YMA plates for optimum growth at 28 °C and were read at 6, 24, and 48 hours with a computer-controlled MicroPlate reader. Antibiotic resistance of Rhizobium isolates was determined using seven antibiotics at four (5, 50, 100, 300 µg mL−1) concentrations in YMA medium: tetracycline, chloramphenicol, ampicilin, neomycine sulphate, erythromycin, and kanamycine sulphate. Catalase and Oxidase activities were determined by using API Color Catalase and API Oxidase reagents (bioMérieux, France). The generation time of all isolates was calculated following the protocol of Gao, et al. [22] The growth curve of each isolate was determined by cultivation in liquid TY medium at 28 °C and 150 rpm and measuring the optical density (OD) after every two hours. The mean generation time (MGT) was estimated from the logarithmic phase of growth, as the average time required for the bacterial culture to double.

2.4. Extraction of Total DNA for Amplification of 16S rRNA and Housekeeping Genes

For molecular characterization, total bacterial DNA of each isolate was extracted following the procedure as described by Terefework, et al. [23] to be used as a template in the amplification of the nifH, 16S rRNA gene, atpD (ATP synthase subunit beta), recA (recombinase A protein), and glnII (glutamine synthetase II) housekeeping genes. The 16S rRNA gene was amplified and sequenced according to the procedure of Tan et al. by using the primers P1 (AGAGTTTGATCCTGGCTCAGAACGAACGCT) and P6 (TACGGCTACCTTGTTACGACTTCACCCC). The presence of the nitrogen fixing nifH gene in the bacterial isolates was determined through Polymerase Chain Reaction (PCR) using forward (Pol F 5ʹTGCGAYCCSAARGCBGACTC3ʹ) and reverse Pol R (5ʹATSGCCATCATYTCRCCGGA3ʹ) nifH gene primers [24]. PCR amplification and sequencing of partial atpD (510 bp), recA (530 bp), and glnII (600bp) was performed according to Gaunt et al. [25] and Turner and Young [26]. The almost complete sequences of 16S rRNA, atpD, recA, and glnII genes were submitted in DNA Data Bank of Japan (DDBJ) using the Sakura Nucleotide Data Submission System to obtain accession number of each strain.
The sequences obtained were aligned with the relevant Rhizobium sequences retrieved from Gene bank by using CLUSTAL W program in the MEGA 5.2 software [27]. Aligned sequences were analyzed using the same software to construct Jukes–Cantor distance [28] and unrooted phylogenetic trees by using the neighbor joining [29] method, with bootstrap values based on 1000 replications [30].

2.5. Plant Growth Promoting Assay

The rhizobial strains were evaluated for their ability to enhance plant growth by solubilizing inorganic phosphate, production of indole acetic acid (IAA), and amplification of the nifH gene. The quantitative phosphorus solubilization capacity of Rhizobium isolates was determined in Nautiyal broth containing 0.5% tri-calcium phosphate (pH 7) on a rotary shaker incubate at 28 °C for 8 days [31]. The drop in pH of the medium was recorded and the available phosphorous was analyzed using the protocol of Watanabe and Olsen [32] and solubilization efficiency was calculated.
Isolated Rhizobium strains were tested for the production of IAA following the procedure as adopted by Hayat, et al. [33]. Strains were inoculated in Luria broth (LB) medium with or without adding tryptophan (500 µg mL−1). Bacterial cultures were placed for 48 h on an incubator shaker at 6000 rpm for 10 min. The supernatant (2mL) was mixed with two drops of orthophosphoric acid (10mM) and 4 mL of the Salkowski reagent (50 mL, 35% of perchloric acid, 1 mL 0.5 M FeCl3 solution). Development of pink color indicated IAA production, which is measured on a spectrophotometer at 520 nm [34]. The ability of the bacterial isolates for nitrogen fixing nifH gene was determined through PCR by using forward PolFb (TGC GAY CCS AAR GCB GAC TC) and reverse PolRb (ATS GCC ATC ATY TCR CCG GA) nifH gene primers [24].

3. Results

3.1. Isolation and Growth Characteristics of Rhizobium Strains

A total of eight (8) rhizobial strains were obtained from nodules of Arachis hypogaea and designated as BN-6, BN-12, BN-19, BN-20, BN-23, BN-25, BN-39, and BN-50. All isolates formed circular, smooth, convex, and off-white colonies on YMA medium. The isolates were non-motile, rod-shaped, non-spore forming, and Gram-negative. Mean generation time (MGT) of all isolates was observed between 3 and 4 hours. On the basis of the growth rate, rhizobia that have an MGT less than 6 h are considered a fast grower [20].
The three isolates (BN-20, BN-23, and BN-50) confirmed their ability to nodulate groundnut by the formation of typically reddish nodules at the concentration of 50 mM NaCl. The other isolates were unable to nodulate the host plant. This lack of nodulation on other isolates could be related to salt sensitiveness or the loss of nodulating genes. The genes that encode nitrogen-fixation and nodulation (nifH, nodACD) are clustered on plasmids, which can be easily transferred between different strains, causing their loss from bacteria [35].

3.2. Phenotypic Characterization and Abiotic Stress Tolerance

The phenotypic characterization of the isolated Rhizobium strains is presented in Table 1. The table depicted that all strains are able to grow at 28 and 37 °C in the pH range of 5–10, but cannot grow at 4, 10, and 50 °C and at pH 2, 4, and 11. All strains can tolerate NaCl concentration of 0.5–3.0%, but cannot tolerate concentration of 4.0 and 5.0%. All strains were susceptible to tetracycline hydrochloride and neomycine sulfate at 100 and 300 µg L−1; chloramphenicol and ampicilin at 300 µg L−1. For kanamycine sulfate, only the strain BN-19T is resistant to all four tested concentrations (5, 50, 100 and 300 µg L−1).
All strains were catalase positive and grew in NaCl concentration of 0–3.0%, and optimum growth occurs between 0–1.5%, strengthening the fact that fast growing rhizobia are more tolerant and salt concentration than slow growing ones [8,36,37]. All the isolates were able to grow between 20 and 37 °C and pH 5–10, with optimum growth at 28 °C and at pH 7. None of the isolate was able to grow at 40 °C. The eight isolated bacterial strains were tested for seven antibiotics and the result is demonstrated in Table 1. All tested isolates were resistant to chloramphenicol and neomycine sulfate at 5 and 50 µg L−1, streptomycine sulfate and erythromycin at 5, 50, and 100 µg L−1, and for ampicilin all strains were resistant at 5 µg L−1. In contrast, all strains were susceptible to tetracycline hydrochloride and neomycine sulfate at 100 and 300 µg L−1; chloramphenicol and ampicilin at 300 µg L−1. For kanamycine sulfate only the strain BN-19T is resistant to all four tested concentrations (5, 50, 100, and 300 µg L−1), whereas the other 7 isolates were susceptible.
Carbon source utilization (Biolog) can determine the ability of an organism to live symbiotically or saprophytically in the soil [38]. The biochemical results of rhizobial isolates (Table 2) demonstrated that all strains can utilize adonitol, L-arabinose, D-arabitol, D-cellobiose, D-fructose, L-fructose, D-galactose, α-D-glucose, m-inositol, maltose, D-mannitol, D-mannose, L-rhamnose, D-sorbitol, sucrose, D-trehalose, turanose, pyruvic acid methyl ester, L-alanine, and glycyl-L-glutamic acid; whereas all the isolated Rhizobium sp. were not able to utilize α-cyclodextrin, i-erythritol, D-glucosaminic acid, α-keto butyric acid, L-phenylalanine, thymidine, phenyethyl-amine, and putrescine.

3.3. Genotypic Characterization

Nearly the entire length of the 16S rRNA gene was amplified and all the eight Rhizobium isolates (BN-6, BN-12, BN-19, BN-20, BN-23, BN-25, BN-39, and BN-5) yielded a single band amplification product of approximately 1200 bp. The obtained sequences were basic local alignment search tool (BLAST) in EzBiocloud database (http://ezbiocloud.net/eztaxon) to obtain sequence percent similarities and possible identities with their closely related species. All identified strains fall in genus Rhizobium and exhibited more than 97% similarity with the closely validated species except BN-19, confirming the isolates as fast-growing rhizobia (Table 3). The strain BN-19T exhibited 97.5% similarity with R. alkalisoli and identified and validated as R. pakistanensis sp. nov. [8]. The nearly complete 16S rRNA gene sequence of the rhizobial islaotes were submitted in DDBJ to obtain accession numbers.
A polyphasic study including multi-gene amplification was carried out to elucidate their taxonomic position in genus Rhizobium. A housekeeping gene sequencing of atpD, recA, and glnII genes was performed to confirm the phylogenetic status of the above mentioned strains (Table 3). The sequence obtained were BLAST using National Center for Biotechnology Information (NCBI) database and the results confirmed more than 96% similarity of the seven strains except BN-19T with closely related identified Rhizobium species. The strain BN-19T exhibited less than 94% sequence similarity with the closely related identified Rhizobium species; hence, it was validated as a novel species [8]. Housekeeping gene sequence of three genes were submitted in DDBJ and Accession Numbers of the genes were acquired (Table 3).
A neighbor-joining tree of the isolates for 16S rRNA gene was constructed (Figure 1), and the results depicted that each identified species lies in the subclade of genus Rhizobium.
For housekeeping genes (atpD, recA, glnII) of the Rhizobium sp., sequences were obtained from NCBI GenBank, and neighbor-joining trees clarifying the positions of each strain in the genus Rhizobium were constructed (Figure 2).

3.4. Plant Growth Promoting Ability of Isolated Strains

All the eight rhizobial isolates were positive for phosphorus solubilization (Table 4), and solubilized inorganic phosphate (tricalcium phosphate) in the range of 56–290 µg mL−1, decreasing the pH of the broth medium from 7.0 to 4.5 after 8 days of incubation, indicating the ability of the isolates to synthesize organic acids responsible for creating acidic conditions in the media. The ability of the rhizobial isolates for synthesis of Indole-3-Acetic Acid (IAA) was determined by incubating isolates in pure culture (LB broth) in the presence (500 μg mL−1) and absence of L-tryptophan (precursor of IAA production). Without tryptophan, IAA was synthesized in the range of 7–21 µg mL−1, whereas significant differences in IAA production were recorded with the addition of tryptophan (24–71 µg mL−1), indicating the ability of tryptophan to act as a precursor in IAA production. Nitrogen fixing ability (nifH gene) was coded in all isolated rhizobial strains.

4. Discussion

In this study, we have characterized 8 rhizobial isolates from root nodules of groundnut grown under stress environment by using polyphasic approach. The characteristics covered physiological, biochemical, genetic, and resistance to antibiotics, which indicated that the isolates belonged to the genus Rhizobium. The diversity within the rhizobial population made them capable to adapt to stress environments for survival and nodulation. The legume-rhizobia symbiosis is affected by factors such as changes in temperatures, antibiotic resistance, pH, and soil salinity, which restrict symbiotic nitrogen fixation, and the strains capable of tolerating the extreme conditions would survive efficiently. All the isolates can tolerate NaCl up to 3% and were able to grow between 20 and 37 °C with a pH between 5 and 10 indicating that the isolates were alkali- and salt-tolerant, and exhibiting survival adaptations against the stressful soil and environmental conditions. The studies on groundnut indicated that it mostly forms effective nodules with slow-growing rhizobia belonging to the genus Bradyrhizobium, such as the species B. japonicum, B. elkanii, B. lablabi, B. yuanmingense, and B. iriomotense [13,14,36,39,40,41,42,43], but rarely with fast-growing Rhizobium species [12,17,36]. Santos, et al. [44] reported the dominance of fast-growing rhizobia that form effective nodules on groundnut in Northeastern Brazil soils. In the present study, all the isolates were able to grow on YEM agar medium after incubation at 28 °C for three days. The mean generation time (3 hours) and the growth on YMA proved the status of the isolated rhizobia to belong to fast-growing Rhizobium.
Alkali tolerance of fast growing strains has previously been reported by El-Akhal, Rincon, Mourabit, Pueyo, and Barrijal [36], Taurian et al. [45], and Graham [46]. Antibiotic resistance is a widely used parameter for rhizobium classification [47], and the variability among isolates in terms of tested antibiotics confirmed this test as a useful criterion for strain selection [48]. The results of carbon source utilization by isolated rhizobia strengthen the fact that fast-growing rhizobia are capable to utilize a wide array of carbon substrates [43]. These results are also in line with the studies of Jordan [4] and Stowers [49] who stated that fast-growing rhizobia utilize disaccharides most often as compared to slow-growing rhizobia.
In different previous works, rhizobia isolated from groundnut and established symbiosis belonged to genus Bradyrhizobium [13,14,15,42,43]; however Santos, Stamford, Borges, Neves, Rumjanek, Nascimento, Freitas, Vieira, and Bezerra [44] and Taurian, Ibanez, Fabra, and Aguilar [17] have reported the predominance of fast-growing rhizobia isolated from groundnut nodules. The occurrence of fast-growing rhizobia in this study could be because of the reason that fast growers are abundant in arid and semi-arid regions, which is the basic climatic pattern of sampled sites. In these climatic zones, rhizobia have adapted to multiply fast within short rains and are more tolerant to stress conditions than slow-growing strains. Currently, the housekeeping gene analysis of multiple protein-encoding genes has become an extensively applied method for the confirmation of taxonomic relationships between species of the same genus [50].
The drop in pH is associated with the synthesis of organic acids by bacteria; for example, gluconic acid, α-2-ketogluconic acid, lactic, isovaleric, isobutyric, acetic, malanoic, and succinic acids resulting in the release of a H+ ion [51]. These results for P-solubilization and IAA production correlate the growth promoting activity and the potential of the rhizobial isolates to be used for plant growth promotion [52]. The nitrogenase enzyme responsible for biological nitrogen fixation has a dinitrogenase reductase subunit encoded by the nifH gene [53], which is used as the biomarker to study the ecology and evolution of nitrogen-fixing bacteria [54,55].
Our study confirmed the presence of fast-growing rhizobia in groundnut growing in stress environment and revealed that groundnut can be nodulated with fast-growing Rhizobium species; which release organic acids in Nautiyal medium and synthesize IAA exhibiting their potential to be used as Plant Growth Promoting Rhizobacteria (PGPR). The genotypic characteristics confirm the status of the isolates as belonging to genus Rhiozbium, whereas the phenotypic characteristics reveal that there is little diversity among the isolated rhizobia. The soil with abiotic stresses has a rich diversity of microbes and there is a potential to obtain novel taxa. Pot and field experiments are required to confirm the efficiency of the isolated Rhizobium to enhance growth and yield in groundnut especially under saline conditions and there is a need to develop the effective rhizobial innocula that can be used to nodulate groundnut under stress on farmer’s field level.

5. Conclusions

It is now well-known fact that chemical fertilizers are a big cause of climate change; thus, the replacement of chemical fertilizers with microbial fertilizers could be a good source to mitigate ill effects of climate change. Meanwhile, eight rhizobial isolates as microbial fertilizers from root nodules of groundnut in this study exhibited survival adaptations against the stressful soil and environmental conditions. Thus, they have good potential to be considered for the stressful environments. Among eight, three of them were able to nodulate the host plant, showing their potential to be used as native groundnut rhizobial inoculum. All isolates have shown plant growth promoting characterization through helping in solubilizing inorganic phosphate, synthesizing IAA, and amplification of nitrogen fixing nifH gene. Hence, they have the ability to be used as biofertilizer to enhance yield and N2-fixation.

Author Contributions

R.K. and R.H. designed the experimental research. R.K., R.H., and X.X.Z. did the experiments and collected data. R.K., R.H. and M.A. wrote the manuscript. R.K., M.A. and R.H. edited and commented on the manuscript. All authors have read and agreed to the published version of the manuscript.

Funding

This research was supported/financed by Higher Education Commission (HEC) of Pakistan under HEC Indigenous PhD Fellowship and International Research Support Initiative Programs (IRSIP).

Conflicts of Interest

The authors declare that they have no conflicts of interest.

References

  1. Gong, H.; Li, J.; Sun, M.; Xu, X.; Ouyang, Z. Lowering carbon footprint of wheat-maize cropping system in North China Plain: Through microbial fertilizer application with adaptive tillage. J. Clean. Prod. 2020, 268, 122255. [Google Scholar]
  2. de Lajudie, P.; Laurent-Fulele, E.; Willems, A.; Torek, U.; Coopman, R.; Collins, M.D.; Kersters, K.; Dreyfus, B.; Gillis, M. Allorhizobium undicola gen. nov., sp. nov., nitrogen-fixing bacteria that efficiently nodulate Neptunia natans in Senegal. Int. J. Syst. Evol. Microbiol. 1998, 48, 1277–1290. [Google Scholar]
  3. Dreyfus, B.; Garcia, J.-L.; Gillis, M. Characterization of Azorhizobium caulinodans gen. nov., sp. nov., a stem-nodulating nitrogen-fixing bacterium isolated from Sesbania rostrata. Int. J. Syst. Evol. Microbiol. 1988, 38, 89–98. [Google Scholar]
  4. Jordan, D.C. Transfer of Rhizobium japonicum Buchanan 1980 to Bradyrhizobium gen. nov., a genus of slow-growing, root nodule bacteria from leguminous plants. Int. J. Syst. Evol. Microbiol. 1982, 32, 136–139. [Google Scholar]
  5. Jarvis, B.D.W.; Van Berkum, P.; Chen, W.X.; Nour, S.M.; Fernandez, M.P.; Cleyet-Marel, J.C.; Gillis, M. Transfer of Rhizobium loti, Rhizobium huakuii, Rhizobium ciceri, Rhizobium mediterraneum, and Rhizobium tianshanense to Mesorhizobium gen. nov. Int. J. Syst. Evol. Microbiol. 1997, 47, 895–898. [Google Scholar]
  6. Frank, B. Ueber die Parasiten in den Wurzelanschwillungen der Papilionaceen. Bot Ztg 1879, 37, 394–399. [Google Scholar]
  7. Chen, W.X.; Yan, G.H.; Li, J.L. Numerical taxonomic study of fast-growing soybean rhizobia and a proposal that Rhizobium fredii be assigned to Sinorhizobium gen. nov. Int. J. Syst. Evol. Microbiol. 1988, 38, 392–397. [Google Scholar]
  8. Khalid, R.; Zhang, Y.J.; Ali, S.; Sui, X.H.; Zhang, X.X.; Amara, U.; Chen, W.X.; Hayat, R. Rhizobium pakistanensis sp. nov., isolated from groundnut (Arachis hypogaea) nodules grown in rainfed Pothwar, Pakistan. Antonie Van Leeuwenhoek 2015, 107, 281–290. [Google Scholar]
  9. Peoples, M.B.; Herridge, D.F.; Ladha, J.K. Biological nitrogen fixation: An efficient source of nitrogen for sustainable agricultural production. In Management of Biological Nitrogen Fixation for the Development of More Productive and Sustainable Agricultural Systems; Springer: Berlin, Germany, 1995; pp. 3–28. [Google Scholar]
  10. Zahran, H.H. Rhizobium-legume symbiosis and nitrogen fixation under severe conditions and in an arid climate. Microbiol. Mol. Biol. Rev. 1999, 63, 968–989. [Google Scholar]
  11. Latif, R.; Ali, S.; Hayat, R. Nitrogen fixation and yield of peanut affected by inorganic fertilizers, variety and inoculums interaction in rainfed areas of Punjab. Soil Environ. 2008, 27, 77–83. [Google Scholar]
  12. El-Akhal, M.R.; Rincón, A.; Arenal, F.; Lucas, M.M.; El Mourabit, N.; Barrijal, S.; Pueyo, J.J. Genetic diversity and symbiotic efficiency of rhizobial isolates obtained from nodules of Arachis hypogaea in northwestern Morocco. Soil Biol. Biochem. 2008, 40, 2911–2914. [Google Scholar]
  13. Zhang, X.; Nick, G.; Kaijalainen, S.; Terefework, Z.; Paulin, L.; Tighe, S.W.; Graham, P.H.; Lindström, K. Phylogeny and diversity of Bradyrhizobium strains isolated from the root nodules of peanut (Arachis hypogaea) in Sichuan, China. Syst. Appl. Microbiol. 1999, 22, 378–386. [Google Scholar]
  14. Chen, Q.; Zhang, X.; Terefework, Z.; Kaijalainen, S.; Li, D.; Lindström, K. Diversity and compatibility of peanut (Arachis hypogaea L.) bradyrhizobia and their host plants. Plant. Soil 2003, 255, 605–617. [Google Scholar]
  15. Yang, J.K.; Xie, F.L.; Zou, J.; Zhou, Q.; Zhou, J.C. Polyphasic characteristics of bradyrhizobia isolated from nodules of peanut (Arachis hypogaea) in China. Soil Biol. Biochem. 2005, 37, 141–153. [Google Scholar]
  16. Rosália, C.E.; Santos, S.; Stamford, N.P.; Freitas, A.D.S.; Vieira, I.M.D.M.B.; Souto, S.M.; Neves, M.C.P.; Rumjanek, N.G. Efetividade de rizóbios isolados de solos da região Nordeste do Brasil na fixação do N2 em amendoim (Arachis hypogaea L.). Acta Scientiarum. Agron. 2005, 27, 301–307. [Google Scholar]
  17. Taurian, T.; Ibanez, F.; Fabra, A.; Aguilar, O.M. Genetic diversity of rhizobia nodulating Arachis hypogaea L. in central Argentinean soils. Plant. Soil 2006, 282, 41–52. [Google Scholar]
  18. Graham, P.H.; Sadowsky, M.J.; Keyser, H.H.; Barnet, Y.M.; Bradley, R.S.; Cooper, J.E.; De Ley, D.J.; Jarvis, B.D.W.; Roslycky, E.B.; Strijdom, B.W. Proposed minimal standards for the description of new genera and species of root-and stem-nodulating bacteria. Int. J. Syst. Evol. Microbiol. 1991, 41, 582–587. [Google Scholar]
  19. Das, S.; Dash, H.R.; Mangwani, N.; Chakraborty, J.; Kumari, S. Understanding molecular identification and polyphasic taxonomic approaches for genetic relatedness and phylogenetic relationships of microorganisms. J. Microbiol. Methods 2014, 103, 80–100. [Google Scholar]
  20. Vincent, J.M. A Manual for the Practical Study of the Root-Nodule Bacteria; Blackwell Scientific Publishing: Oxford-Edinburgh, UK, 1970. [Google Scholar]
  21. Somasegaran, P.; Hoben, H.J. Handbook for Rhizobia: Methods in Legume-Rhizobium Technology; Springer Science & Business Media: Berlin, Germany, 2012. [Google Scholar]
  22. Gao, J.L.; Sun, J.G.; Li, Y.; Wang, E.T.; Chen, W.X. Numerical taxonomy and DNA relatedness of tropical rhizobia isolated from Hainan Province, China. Int. J. Syst. Evol. Microbiol. 1994, 44, 151–158. [Google Scholar]
  23. Terefework, Z.; Kaijalainen, S.; Lindström, K. AFLP fingerprinting as a tool to study the genetic diversity of Rhizobium galegae isolated from Galega orientalis and Galega officinalis. J. Biotechnol. 2001, 91, 169–180. [Google Scholar]
  24. Poly, F.; Monrozier, L.J.; Bally, R. Improvement in the RFLP procedure for studying the diversity of nifH genes in communities of nitrogen fixers in soil. Res. Microbiol. 2001, 152, 95–103. [Google Scholar]
  25. Gaunt, M.W.; Turner, S.L.; Rigottier-Gois, L.; Lloyd-Macgilp, S.A.; Young, J.P. Phylogenies of atpD and recA support the small subunit rRNA-based classification of rhizobia. Int. J. Syst. Evol. Microbiol. 2001, 51, 2037–2048. [Google Scholar]
  26. Turner, S.L.; Young, J.P.W. The glutamine synthetases of rhizobia: Phylogenetics and evolutionary implications. Mol. Biol. Evol. 2000, 17, 309–319. [Google Scholar]
  27. Tamura, K.; Dudley, J.; Nei, M.; Kumar, S. MEGA4: Molecular evolutionary genetics analysis (MEGA) software version 4.0. Mol. Biol. Evol. 2007, 24, 1596–1599. [Google Scholar]
  28. Jukes, T.H.; Cantor, C.R. Evolution of Protein Molecules. Mammalian Protein Metabolism; Munro, H.N., Ed.; Academic Press: Cambridge, MA, USA, 1969. [Google Scholar]
  29. Saitou, N.; Nei, M. The neighbor-joining method: A new method for reconstructing phylogenetic trees. Mol. Biol. Evol. 1987, 4, 406–425. [Google Scholar]
  30. Felsenstein, J. Confidence limits on phylogenies: An approach using the bootstrap. Evolution 1985, 39, 783–791. [Google Scholar]
  31. Nautiyal, C.S. An efficient microbiological growth medium for screening phosphate solubilizing microorganisms. FEMS Microbiol. Lett. 1999, 170, 265–270. [Google Scholar]
  32. Watanabe, F.S.; Olsen, S.R. Test of an ascorbic acid method for determining phosphorus in water and NaHCO3 extracts from soil 1. Soil Sci. Soc. Am. J. 1965, 29, 677–678. [Google Scholar]
  33. Hayat, R.; Khalid, R.; Ehsan, M.; Ahmed, I.; Yokota, A.; Ali, S. Molecular characterization of soil bacteria for improving crop yield in Pakistan. Pak. J. Bot 2013, 45, 1045–1055. [Google Scholar]
  34. Bric, J.M.; Bostock, R.M.; Silverstone, S.E. Rapid in situ assay for indoleacetic acid production by bacteria immobilized on a nitrocellulose membrane. Appl. Environ. Microbiol. 1991, 57, 535–538. [Google Scholar]
  35. Moulin, L.; Béna, G.; Boivin-Masson, C.; Stępkowski, T. Phylogenetic analyses of symbiotic nodulation genes support vertical and lateral gene co-transfer within the Bradyrhizobium genus. Mol. Phylogenetics Evol. 2004, 30, 720–732. [Google Scholar]
  36. El-Akhal, M.R.; Rincon, A.; Mourabit, N.E.; Pueyo, J.J.; Barrijal, S. Phenotypic and genotypic characterizations of rhizobia isolated from root nodules of peanut (Arachis hypogaea L.) grown in Moroccan soils. J. Basic Microbiol. 2009, 49, 415–425. [Google Scholar]
  37. Hungria, M.; de O. Chueire, L.M.; Coca, R.G.; Megías, M. Preliminary characterization of fast growing rhizobial strains isolated from soyabean nodules in Brazil. Soil Biol. Biochem. 2001, 33, 1349–1361. [Google Scholar]
  38. Garland, J.L.; Mills, A.L. Classification and characterization of heterotrophic microbial communities on the basis of patterns of community-level sole-carbon-source utilization. Appl. Environ. Microbiol. 1991, 57, 2351–2359. [Google Scholar]
  39. Wang, J.Y.; Wang, R.; Zhang, Y.M.; Liu, H.C.; Chen, W.F.; Wang, E.T.; Sui, X.H.; Chen, W.X. Bradyrhizobium daqingense sp. nov. isolated from soybean nodules. Int. J. Syst. Evol. Microbiol. 2013, 63, 616–624. [Google Scholar]
  40. Yue, L.C.; Jing, Y.W.; En, T.W. Bradyrhizobium lablabi sp. nov. isolated from effective nodules of Lablab purpureus and Arachis hypogaea. Int. J. Syst. Evol. Microbiol. 2010, 61, 2496–2502. [Google Scholar]
  41. Muñoz, V.; Ibanez, F.; Tonelli, M.L.; Valetti, L.; Anzuay, M.S.; Fabra, A. Phenotypic and phylogenetic characterization of native peanut Bradyrhizobium isolates obtained from Córdoba, Argentina. Syst. Appl. Microbiol. 2011, 34, 446–452. [Google Scholar]
  42. Urtz, B.E.; Elkan, G.H. Genetic diversity among Bradyrhizobium isolates that effectively nodulate peanut (Arachis hypogaea). Can. J. Microbiol. 1996, 42, 1121–1130. [Google Scholar]
  43. Van Rossum, D.; Schuurmans, F.P.; Gillis, M.; Muyotcha, A.; Van Verseveld, H.W.; Stouthamer, A.H.; Boogerd, F.C. Genetic and phenetic analyses of Bradyrhizobium strains nodulating peanut (Arachis hypogaea L.) roots. Appl. Environ. Microbiol. 1995, 61, 1599–1609. [Google Scholar]
  44. Santos, C.E.R.S.; Stamford, N.P.; Borges, W.L.; Neves, M.C.P.; Rumjanek, N.G.; Nascimento, L.R.; Freitas, A.D.S.; Vieira, I.M.M.B.; Bezerra, R.V. Faixa hospedeira de rizóbios isolados das espécies Arachis hypogaea, Stylosanthes guyanensis e Aeschynomene americana. Embrapa Agrobiol. Artig. Em Periódico Indexado (ALICE) 2007, 2, 20–27. [Google Scholar]
  45. Taurian, T.; Aguilar, O.; Fabra, A. Characterization of nodulating peanut rhizobia isolated from a native soil population in Córdoba, Argentina. Symbiosis 2002, 33, 59–72. [Google Scholar]
  46. Graham, P.H. Stress tolerance in Rhizobium and Bradyrhizobium, and nodulation under adverse soil conditions. Can. J. Microbiol. 1992, 38, 475–484. [Google Scholar]
  47. Martins, L.M.V.; Neves, M.C.P.; Rumjanek, N.G. Growth characteristics and symbiotic efficiency of rhizobia isolated from cowpea nodules of the north-east region of Brazil. Soil Biol. Biochem. 1997, 29, 1005–1010. [Google Scholar]
  48. Chanway, C.P.; Holl, F.B. Suitability of intrinsic antibiotic resistance as a method of strain identification in Rhizobium trifolii. Plant. Soil 1986, 93, 287–291. [Google Scholar]
  49. Stowers, M.D. Carbon metabolism in Rhizobium species. Annu. Rev. Microbiol. 1985, 39, 89–108. [Google Scholar]
  50. Wertz, J.E.; Goldstone, C.; Gordon, D.M.; Riley, M.A. A molecular phylogeny of enteric bacteria and implications for a bacterial species concept. J. Evol. Biol. 2003, 16, 1236–1248. [Google Scholar]
  51. Hayat, R.; Ali, S.; Amara, U.; Khalid, R.; Ahmed, I. Soil beneficial bacteria and their role in plant growth promotion: A review. Ann. Microbiol. 2010, 60, 579–598. [Google Scholar]
  52. Amara, U.; Khalid, R.; Hayat, R. Soil bacteria and phytohormones for sustainable crop production. In Bacterial Metabolites in Sustainable Agroecosystem; Springer: Berlin, Germany, 2015; pp. 87–103. [Google Scholar]
  53. Halbleib, C.M.; Ludden, P.W. Regulation of biological nitrogen fixation. J. Nutr. 2000, 130, 1081–1084. [Google Scholar]
  54. Raymond, J.; Siefert, J.L.; Staples, C.R.; Blankenship, R.E. The natural history of nitrogen fixation. Mol. Biol. Evol. 2004, 21, 541–554. [Google Scholar]
  55. Sheirdil, R.A.; Hayat, R.; Zhang, X.-X.; Abbasi, N.A.; Ali, S.; Ahmed, M.; Khattak, J.Z.K.; Ahmad, S. Exploring Potential Soil Bacteria for Sustainable Wheat (Triticum aestivum L.) Production. Sustainability 2019, 11, 3361. [Google Scholar]
Figure 1. Neighbor-joining tree based on nearly complete 16S rRNA gene sequences of isolated Rhizobium strains and the recognized species of genus Rhizobium. Bootstrap values >50% are indicated at the nodes. The sequence of Bradyrhizobium japonicum (USDA 6T) was used as an outgroup.
Figure 1. Neighbor-joining tree based on nearly complete 16S rRNA gene sequences of isolated Rhizobium strains and the recognized species of genus Rhizobium. Bootstrap values >50% are indicated at the nodes. The sequence of Bradyrhizobium japonicum (USDA 6T) was used as an outgroup.
Sustainability 12 06259 g001
Figure 2. Phylogenetic trees constructed from atpD (a), recA (b), and glnII (c) gene sequences showing the relationship between the isolated strains and the recognized Rhizobium species. Trees were constructed by using the neighbor-joining (NJ) method with a Kimura two-parameter distance matrix. Bootstrap values (%) were based on 1000 replicates.
Figure 2. Phylogenetic trees constructed from atpD (a), recA (b), and glnII (c) gene sequences showing the relationship between the isolated strains and the recognized Rhizobium species. Trees were constructed by using the neighbor-joining (NJ) method with a Kimura two-parameter distance matrix. Bootstrap values (%) were based on 1000 replicates.
Sustainability 12 06259 g002aSustainability 12 06259 g002b
Table 1. Differential stress tolerance features and antibiotic resistant test of isolated Rhizobium strains.
Table 1. Differential stress tolerance features and antibiotic resistant test of isolated Rhizobium strains.
BN-6BN-12BN-19BN-20BN-23BN-25BN-39BN-50
Salt ToleranceGrowth at/in:Temperature
Tolerance
4 °C
37 °C++++++++
50 °C
NaCl (1%)++++++++
NaCl (3%)++++++++
NaCl (4%)
pH4
pH6++++++++
pH10++++++++
Antibiotic ResistanceTetracycline hydrochloride (5)pH Tolerance+++
Tetracycline hydrochloride (50)+
Chloramphenicol (100)+++++++
Streptomycin sulfate (300)+++++++
Ampicilin (50)+++++
Ampicilin (100)+
Neomycin sulfate (50)++++++++
Erythromycin (300) +
Kanamycin sulfate (100)+
Kanamycin sulfate (300)+
+ Positive; − Negative.
Table 2. Carbon source utilization of Rhizobium strains isolated from groundnut nodules by using BIOLOG.
Table 2. Carbon source utilization of Rhizobium strains isolated from groundnut nodules by using BIOLOG.
Carbon-Source UtilizationBN−6BN−12BN−19BN−20BN−23BN−25BN−39BN−50
α−Cyclodextrin
Dextrin+++++++
Glycogen+w++
Tween 40++
Tween 80w+ww
N−acetyl−D−galactoseamine+++++++
N−acetyl−D−glucoseamine+++++++
Adonitol++++++++
L−Arabinose++++++++
D−Arabitol++++++++
D−Cellobiose++++++++
i−Erythritol
D−Fructose++++++++
L−Fructose++++++++
D−Galactose++++++++
Gentibiose+++++++
α−D−Glucose++++++++
m−Inositol++++++++
α−D−lactose++w++w++
Lactulose+++++
Maltose++++++++
D−Mannitol++++++++
D−Mannose++++++++
D−melibiose++++++
D−psicose+++++
D−raffinose++++++
L−Rhamnose++++++++
D−Sorbitol++++++++
Sucrose++++++++
D−Trehalose++++++++
Turanose++++++++
Xylitol++++++
Pyruvic acid methyl ester++++++++
Succinic acid mono−methyl−ester+++w++
Acetic acid+++++++
Cis−aconitic acid++++++
Formic acid+w+++
D−galactonic acid++++
D−galacturonic acid+
D−gluconic acid++++++
D−Glucosaminic acid
D−glucuronic acid++++++
α−hydroxybutyric acid++++++
β−hydroxybutyric acid+
p−hydroxyphenylacetic acid++
Itaconic acid+
α−keto butyric acid
α−keto glutaric acid++w++
α−keto valeric acid+
D,L−Lactic acid+++++++
Malanoic acid+
Propionic acid++++++
Quinic acid+++++++
D−saccharic acid++
Sebacic acid+
Succinic acid+++++++
Bromosuccinic acid+++++++
Succinamic acid+w+w+
Glucuronamide+
L−alaninamide+++++
D−alanine++++
L−alanine++++++++
L−alanyl−glycine++++++
L−asparagine++++++
L−aspartic acid+++++
Glycyl−L−glutamic acid++++++++
L−glutamic acid++++++
L−histidine+++++++
Hydroxy−L−proline+++++++
L−ornithine++++
L−phenylalanine
L−proline++++++
L−pyroglutamic acid+++++
L−serine+++++++
L−threonineww++++
D,L−carnitine++
γ−amino butyric acid++w++++
Urocanic acid++w+++
Uridine+++++++
Thymidine
Phenyethyl−amine
Putrescine
2−aminoethanol+ww++
2,3−butanediolw++
D,L−α−glycerol phosphatew
D−glucose−6−phosphate+++++
All strains were positive for carbon source utilization from adonitol, L-arabinose, D-arabitol, D-cellobiose, D-fructose, L-fructose, D-galactose, α-D-glucose, m-inositol, maltose, D-mannitol, D-mannose, L-rhamnose, D-sorbitol, sucrose, D-trehalose, turanose, pyruvic acid methyl ester, L-alanine and glycyl-L-glutamic acid; but negative for α-cyclodextrin, i-erythritol, D-glucosaminic acid, α-keto butyric acid, L-phenylalanine, thymidine, phenyethyl-amine, and putrescine; + Positive; − Negative; w Weak.
Table 3. Sequence similarities (%) and accession numbers for atpD, recA, and glnII genes of Rhizobium isolates.
Table 3. Sequence similarities (%) and accession numbers for atpD, recA, and glnII genes of Rhizobium isolates.
Strain IDSequence Similarity (%)DNA Data Bank of Japan (DDBJ) Accession Numbers16S Rrna Gene
Identification
16S rRNAatpDrecAglnII16S rRNAatpDrecAglnII
BN-699.795.599.1100AB969782LC061200AB971367AB971366R. alkalisoli
BN-1210097.899.499.1AB969783LC061201LC061206 LC061211R. massiliae
BN-1997.593.389.589.0AB854065AB856324AB855792AB856325R. loessense
BN-2099.910089.299.2AB969784AB970799AB970801AB970800R. huautlense
BN-2399.998.299.6100AB969785LC061202LC061207LC061212R. pusense
BN-2599.310010098.7AB969786LC061203LC061208LC061213R. herbae
BN-3910095.799.599.6AB969787LC061204LC061209LC061214R. massiliae
BN-5099.710099.799.4AB969788LC061205LC061210LC061215R. alkalisoli
Table 4. Plant growth promoting characteristics of Rhizobium isolates.
Table 4. Plant growth promoting characteristics of Rhizobium isolates.
Strain IDP-solubilization pH *IAA with TryptophanIAA without TryptophannifH Gene
(μg mL−1)
BN-6152 ± 1.3 4.6735.9 ± 1.520.5 ± 1.1+
BN-1279.9 ± 2.7 4.8971.0 ± 2.221.2 ± 0.8+
BN-19152 ± 5.0 4.5054.6 ± 1.910.0 ± 1.0+
BN-2056 ± 3.0 5.3465.7 ± 2.211.6 ± 1.3+
BN-23290 ± 3.5 6.3248.6 ± 2.412.8 ± 1.5+
BN-2558 ± 3.8 4.9555.0 ± 1.718.3 ± 1.6+
BN-39278 ± 5.6 5.8524.2 ± 1.813.1 ± 0.7+
BN-50162 ± 2.1 5.9145.2 ± 2.47.0 ± 1.1+
+ Positive; Values indicate the mean ± SE for three replications. * Initial pH 7.

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Khalid, R.; Zhang, X.X.; Hayat, R.; Ahmed, M. Molecular Characteristics of Rhizobia Isolated from Arachis hypogaea Grown under Stress Environment. Sustainability 2020, 12, 6259. https://doi.org/10.3390/su12156259

AMA Style

Khalid R, Zhang XX, Hayat R, Ahmed M. Molecular Characteristics of Rhizobia Isolated from Arachis hypogaea Grown under Stress Environment. Sustainability. 2020; 12(15):6259. https://doi.org/10.3390/su12156259

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Khalid, Rabia, Xiao Xia Zhang, Rifat Hayat, and Mukhtar Ahmed. 2020. "Molecular Characteristics of Rhizobia Isolated from Arachis hypogaea Grown under Stress Environment" Sustainability 12, no. 15: 6259. https://doi.org/10.3390/su12156259

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