Abstract
Seed-borne endophytes could be transmitted into sprouts. Whether this happened in peanuts and the difference between microbial taxa in peanut germs and cotyledons remain unknown. In this research, Illumina-based sequencing was employed to investigate the microbial taxa in peanut germs, cotyledons, and sprouts. Sulfur-oxidizing bacteria was isolated and inoculated into peanut sprouts, and then, the growth of peanut seedlings was measured. The results illustrated that diverse bacteria and fungi were detected in peanut germs, cotyledons, and sprouts. The number of bacterial OTUs declined with the germination from germs and cotyledons to sprouts. However, the number of fungal OTUs increased during the seedling procedure. Seed-borne dominant bacterial genera Halothiobacillus and Synechococcus and fungal genera Humicola, Emericella, and Penicillium were detected in sprouts. Based on the endophytic community information, the Halothiobacillus strains were isolated from sprouts. Pot experiments that illustrated the growth of peanut seedlings inoculated with the strain were promoted. These results provide new understanding into plant-microbe interactions in peanut and suggest that the selection for biocontrol agents based on mycobiome and bacteriome analysis is reliable and feasible compared with the present greenhouse selection.
Similar content being viewed by others
Explore related subjects
Discover the latest articles, news and stories from top researchers in related subjects.Avoid common mistakes on your manuscript.
Introduction
Peanut (Arachis hypogaea L.) is a vital oilseed crop. Oil extracted from peanut seeds is an important constituent of food oil supply in China. Endophytic and epiphytic microbiota, such as commensal, synergistic, and potentially pathogenic microbes, is present in crop seeds (Nicolaisen et al. 2014), which is related to seed storage, plant growth, and development (Links et al. 2014). Evidence presented that Aspergillus sp. producing carcinogenic mycotoxins was identified in peanut as symptomless endophytes, which suggests the potential for concern as pathogens and as food safety hazard (Palencia et al. 2010). However, further research suggested that mature peanut seeds from the experimental and control plants contained several species of nonpathogenic endophytic bacteria, and the Bacillus species in seeds demonstrated activity against Aspergillus flavus (Sobolev et al. 2013). So, the correlation between bacteria and fungi in peanut seeds should be further studied.
The peanut plant accommodates only selected bacterial species from diverse soil populations (Sobolev et al. 2013). Seed bacterization with phylloplane isolates promoted peanut growth indicating the possibility of isolating beneficial rhizosphere bacteria from different habitats (Kishore et al. 2005). The selected bacteria could potentially be utilized for the biocontrol of toxicogenic fungi (Wang et al. 2012). So, beneficial endophytic microbes promote peanut growth and control toxicogenic fungi could be isolated from soils (Ibañez et al. 2009, 2014; Taurian et al. 2010; Fabra et al. 2010). Agricultural environment may provide a way to reduce the toxigenic fungal contamination and mycotoxins in peanuts (Goncalez et al. 2008). However, the predominance of Aspergillus in hulls and kernels has been identified and 93.8% of A. flavus strains were producers of aflatoxin B1 and B2 (Nakai et al. 2008). Aflatoxin is commonly found presenting deeply in individual kernels and the aflatoxin contents of different portions of peanut kernels have been determined (Goldblatt 1971). So, the endophytic microbiota transmitted from seeds to seedlings would be helpful for control toxicogenic fungi and reduce the mycotoxin contents.
During seed germination, external environmental conditions affect dormant seeds and initiate dormancy-breaking signals. As seeds set out to germinate, seedling microbial communities begin to form gradually based on seed endophytes (Johnston-Monje and Raizada 2011). The transmission can choose beneficial endosymbionts, exclude pathogenic microbes, and benefit host plants by delivering beneficial endosymbionts to the next generation (Truyens et al. 2015). The peanut seeds consisted of germs and cotyledons; however, the difference of bacterial and fungal flora between peanut germs and cotyledons is unknown. Whether the flora in sprouts is derived from germs or cotyledons is still unknown. Next-generation sequencing is a robust approach that could be employed to decipher microbiome of plants, and the microorganisms that identified by microbiome analysis could be exploited to enhance host plant health and production (Mendes et al. 2013).
Herein, our objective was to identify the endophyte taxa of peanut seeds that can be transmitted to sprouts and their effects on sprout growth. Specifically, we isolated total DNA from seed germs, cotyledons, and sprouts of peanuts, and employed Illumina-based sequencing to analyze the conserved genomic regions of bacteria and fungi. Then, we compared the bacterial and fungal communities, identified the transmitted microbial taxa from seeds, and analyzed their effects on sprouts.
Material and methods
Seed germination
To surface disinfection, the peanut (Arachis hypogaea L., n = 5) seeds were immersed in 75% (v/v) ethanol for 5 min, sodium hypochlorite solution containing 5% active chlorine for 5 min, and then were rinsed with sterile distilled water for three times. The surface-disinfected seeds were germinated on sterilized moistened filer paper (Xinhua, Hangzhou, China) at 25 °C. Four days later, the genomic DNA was isolated from the processed sprouts. The surface-disinfected seed without germination were divided into germ and cotyledon parts for DNA isolation. The assay of each group (sprout, germ, and cotyledon) of samples was repeated three times.
DNA extraction
The genomic DNA was isolated from the peanut seed germs (designated as Pgerm), cotyledons (designated as Pcotyledon), and sprouts (designated as Psprout) with E.Z.N.A. HP Plant Miniprep DNA Kit (Omega Bio-Tek). The quality of genomic DNA was analyzed by 1% agarose gel electrophoresis.
Conservative region amplification and Illumina MiSeq sequencing
The 16S ribosomal RNA (rRNA) gene fragments and the ITS1 regions of fungal rRNA gene were amplified and amplicons were sequenced according to the procedure (Huang et al. 2016). Briefly, the triplicate PCR reactions for each sample were combined into a single volume and then purified using GeneJET Gel Extraction Kit (Thermo Scientific). The sequencing libraries were constructed according to the standard protocol for NEB Next® Ultra™ DNA Library Prep Kit (New England Biolabs). Sequencing was carried by Guangzhou Magigen Biotechnology Co., Ltd.
Data preprocessing and diversity analyses
Sequence processing, analysis, and community comparisons were performed as previously described (Huang et al. 2016). The sequencing data can be available in the NCBI Sequence Read Archive (SRA) database given the accession number SRP055979.
Isolation of Halothiobacillus from sprouts
The peanut sprouts under aseptic conditions were clip into about 0.2 × 0.2 cm pieces. Then, the pieces were put into mineral medium (MM) (Park et al. 2008) and incubated at 28 °C (Shi et al. 2011). Colonies formed on plates were transferred on mineral medium with 2 M NaCl (selective medium for Halothiobacillus) to obtain the pure culture (Sorokin et al. 2006).
Pot experiments
Soil with texture of sandy loam, which contains 70% sand, 15% silt, and 15% clay, was obtained from the suburbs of Guangzhou, China. The bacterial strains grown in MM medium were harvested by centrifugation, washed twice, and suspended in saline (0.85% NaCl) solution. Meanwhile, the peanut seeds were sterilized in NaClO solution, which contains 6.5% active chlorine, for 30 min and rinsed three times with sterile distilled water. The seeds were inoculated by soaking in bacterial suspension of 107 cfu ml−1 for 2 h. The seeds soaked in sterile water were used as a negative control. All seeds were sowed in the test soils amended with sulfur (50 mg kg−1 of soil). Ten seeds were sowed in each pot and each treatment contained three pots. The soil moisture was maintained at the saturated condition. The plants were grown at 25 °C and a 16/8 h day/night regime in a glasshouse. The shoot length (cm), shoot fresh weight (g), and root fresh weight (g) were evaluated 28 days after germination (Anandham et al. 2014). Each treatment contains three pots of seedlings.
Statistical analysis
For unweighted and weighted Unifrac distances were calculated by QIIME (V1.7.0) (Kõljalg et al. 2013). KRONA was used to visualize the phylogenetic relationship of different microbial taxa (Ondov et al. 2011). Estimates of species richness and relative diversity level were provided by Shannon, Simpson, Chao1, ACE, and coverage indices (Kemp and Aller 2004). Statistical analysis was performed by previous methods (Huang et al. 2016).
Results
Overview of fungal and bacterial community diversity
After low quality, chimeric reads were filtered out, 260,308 bacterial sequences were generated with an average length of 406 bp, and 183,204 fungal sequences were generated with an average length of 272 bp (Table 1). Based on their shared sequence similarity at a 97% threshold, sequences of each sample were clustered into an average of 66 bacterial OTUs ranging from 29 to 102 OTUs, and an average of 26 fungal OTUs ranging from 18 to 31 OTUs with coverage more than 0.99. The alpha diversity indices indicated that the more diverse bacterial OTUs were detected in the germs and cotyledons than those in sprouts; nevertheless, the sprouts contain similar diverse fungi with germs and cotyledons (Table 2).
Although the germs and cotyledons were divided from surface sterilized seeds, and the sprouts are segregated from environmental bacteria and fungi during germination, diverse endophytes in these samples were detected. A total of 102 bacterial OTUs were obtained in cotyledons and 29 OTUs in germs, and 4 bacterial OTUs coexisted in germs and cotyledons simultaneously. With the germination, 14 bacterial OTUs of cotyledons were still found in sprouts, and 6 OTUs of germs were found in sprouts. Moreover, 4 OTUs were found in germs, cotyledons, and sprouts simultaneously (Fig. 1). Unlike endophytic bacteria, the sprouts and germs contained more fungal OTU than cotyledons, and 20 OTUs were found in germs and sprouts simultaneously; 17 OTUs of cotyledons were still detected in sprouts (Fig. 2), and 15 OTUs were detected in sprouts, germs, and cotyledons simultaneously.
The community structure and composition of fungi and bacteria
Representative bacterial sequences of each OTU were assigned into the domains Bacteria (99.99% of the total data set), of which Halothiobacillus dominated the overall bacterial genera (31.0%) (Fig. 3). The Synechococcus were the second most dominant (5.2%). Representative fungal sequences of each OTU were assigned into the domains Fungi (100% of the total data set), of which the Rhizopus dominated the overall fungal genera (0.4%) (Fig. 4). Penicillium was the second most dominant (0.1%). The dominant fungal and bacterial taxa in three peanut samples were different from each other. Halothiobacillus, Synechococcus, Paracoccus, Agrobacterium, and Gallionella were the most abundant bacterial genera in cotyledons. The dominant bacteria in germs were Synechococcus, Halothiobacillus, Mycobacterium, and Rhodococcus among all the bacterial genera. Halothiobacillus, Synechococcus, Burkholderia, and Paracoccus were found to be the most abundant bacterial genera in sprouts. With the germination, the dominant bacterial genera Halothiobacillus and Synechococcus were still the most detected genera in spouts. Other bacterial genera Erwinia, Hyphomonas, and Devosia were detected in cotyledons and sprouts simultaneously.
For the dominant fungal genera in the peanut plants, Rhizopus, Emericella, and Penicillium were found the most in all samples (Fig. 4). Humicola, Emericella, and Penicillium were the dominant fungal genera in germs, and cotyledons contained Emericella as the dominant genus. The dominant fungal genera of germs, such as Humicola, Emericella, and Penicillium, were still detected in sprouts. With the germination, the sprouts obtained the Rhizopus as dominant fungal genera. The Emericella was detected in sprouts, germs, and cotyledons, simultaneously, whereas the Emericella detected in cotyledons were at low abundance.
Pot experiments
A pure culture of Halothiobacillus was obtained and designated as SOB4. The pot experiments demonstrated the stimulation effects of sulfur oxidation bacteria strain SOB4 in peanut sprouts. Compared with the negative controls, the growth of peanut seedlings inoculated with strain SOB4 was facilitated (P < 0.05). Root fresh weight, shoot length, and shoot fresh weight were promoted by 73, 35, and 84%, respectively (Table 3).
Discussion
Peanut is a widespread leguminous plant of great agricultural and economic significance, and nodulation by native bacteria is usually assumed to be adequate (Taurian et al. 2010; Angelini et al. 2011). The rhizosphere and endophytic bacteria that enhanced plant yield had been isolated and detected in the previous studies (Ibañez et al. 2009; Haldar et al. 2011). However, the bacterial flora transmitted from peanut seed was not reported. Our results suggested that the more diverse bacteria were detected in germs and cotyledons than those in sprouts; nevertheless, the sprouts contain more diverse fungi than germs and cotyledons. The seed’s physiological state might influence the microbial community during the germination process. In the study, the surface-disinfected seeds were germinated on sterilized moistened filter paper, the sprouts did not obtain bacteria and fungi from environments, and the assorted bacteria and fungi in sprouts might come from germs and cotyledons. In the study, 4 bacterial OTUs and 15 fungal OTUs were found in germs, cotyledons, and sprouts simultaneously.
With the germination, the dominant bacterial genera Halothiobacillus and Synechococcus were still the most detected genera in spouts. Other bacterial genera Erwinia, Hyphomonas, and Devosia were detected in cotyledons and sprouts simultaneously. However, the bacterial genera except for Hyphomonas were not detected in peanut rhizosphere soils (Haldar et al. 2011). Some portions of endophytes might transmit from seeds, not from rhizosphere soils. The dominant fungal genera of germs, such as Humicola, Emericella, and Penicillium, were still detected in sprouts, and the Emericella was detected in sprouts, germs, and cotyledons, simultaneously. The Humicola and Emericella were still isolated from symptomless leaves of peanut (Suryanarayanan and Murali 2006), and the fungi might transmit from seeds because the leaves did have not contact with soils.
Co-inoculation of sulfur-oxidizing bacteria and Rhizobium could increase the dry weight, nodule number, plant biomass, and pod yield of peanut (Anandham et al. 2007). The fungal genera Humicola and Emericella in roots could solubilize soil phosphate and promote plant growth under salt stress or control plant disease (Sibounnavong et al. 2010). The Halothiobacillus could oxidize thiosulfate and solubilize soil phosphate, and are effective early plant growth-promoting rhizobacteria (Anandham et al. 2014). The Halothiobacillus as dominant bacterial genera was detected in germs, cotyledons, and sprouts, so the peanut plants contain core Halothiobacillus. In the study, the pot experiments showed that the isolated Halothiobacillus stain could promote the growth of peanut seedlings.
The previous studies have reported seed endophytes for many plants. However, still little is known on the persistence or existence of seed-borne endophytes across germination (Ferreira et al. 2008). It appeared that peanut has core mycobiome and bacteriome that is conserved across the germination from cotyledons and germ to sprouts and can be important sources of endophytes that colonize the mature plant. Based on the endophytic bacterial and fungal community in peanut cotyledons, germs, and sprouts, Halothiobacillus strain with growth promotion was isolated. Some novel species should be isolated by different methods. The procedure for beneficial endophytic strains is more feasible than traditional isolation and selection in greenhouse (Huang et al. 2016). The Illumina-based sequencing is suitable for rational isolation of beneficial endophytic strains to promote plant growth.
References
Anandham R, Janahiraman V, Gandhi PI, Kwon SW, Chung KY, Han GH, Choi JH, Sa T (2014) Early plant growth promotion of maize by various sulfur oxidizing bacteria that uses different thiosulfate oxidation pathway. Afr J Microbiol Res 48:439–447
Anandham R, Sridar R, Nalayini P, Poonguzhali S, Madhaiyan M, Sa T (2007) Potential for plant growth promotion in groundnut (Arachis hypogaea L.) cv. ALR-2 by co-inoculation of sulfur-oxidizing bacteria and Rhizobium. Microbiol Res 162:139–153
Angelini J, Ibanez F, Taurian T, Tonelli ML, Valetti L, Fabra A (2011) A study on the prevalence of bacteria that occupy nodules within single peanut plants. Curr Microbiol 62:1752–1759
Fabra A, Castro S, Taurian T, Angelini J, Ibanez F, Dardanelli M, Tonelli M, Bianucci E, Valetti L (2010) Interaction among Arachis hypogaea L. (peanut) and beneficial soil microorganisms: how much is it known? Crit Rev Microbiol 36:179–194
Ferreira A, Quecine MC, Lacava PT, Oda S, Azevedo JL, Araújo WL (2008) Diversity of endophytic bacteria from species seeds and colonization of seedlings by Pantoea agglomerans. FEMS Microbiol Letters 287(1):8–14
Goldblatt LA (1971) Control and removal of aflatoxin. J Am Oil Chem Soc 48:605–610
Goncalez E, Nogueira JHC, Fonseca H, Felicio JD, Pino FA, Correa B (2008) Mycobiota and mycotoxins in Brazilian peanut kernels from sowing to harvest. Int J Food Microbiol 123:184–190
Haldar S, Choudhury SR, Sengupta S (2011) Genetic and functional diversities of bacterial communities in the rhizosphere of Arachis hypogaea. Ant Leeuwenhoek 100:161–170
Huang YL, Kuang ZY, Wang WF, Cao LX (2016) Exploring potential bacterial and fungal biocontrol agents transmitted from seeds to sprouts of wheat. Biol Control 98:27–33
Ibañez F, Angelini J, Taurian T, Tonelli ML, Fabra A (2009) Endophytic occupation of peanut root nodules by opportunistic Gammaproteobacteria. Syst Appl Microbiol 32:49–55
Ibañez F, Arroyo ME, Angelini J, Tonelli ML, Muñoz V, Ludueña L, Valetti L, Fabra A (2014) Non-rhizobial peanut nodule bacteria promote maize (Zea may L.) and peanut (Arachis hypogaea L.) growth in simulated crop rotation system. Appl Soil Ecol 84:208–212
Johnston-Monje D, Raizada MN (2011) Conservation and diversity of seed associated endophytes in Zea across boundaries of evolution, ethnography and ecology. PLoS One 6:e20396. doi:10.1371/journal.pone.0020396
Kemp PF, Aller JY (2004) Bacterial diversity in aquatic and other environments: what 16S rDNA libraries can tell us. FEMS Microbiol Ecol 47:161–177
Kishore GK, Pande S, Podile AR (2005) Phylloplane bacteria increase seedling emergence, growth and yield of field-growth groundnut (Arachis hypogaea L.) Lett Appl Microbiol 40:260–268
Kõljalg U, Nilsson RH, Abarenkov K, Tedersoo L, Taylor AFS, Bahram M et al. (2013) Towards a unified paradigm for sequence-based identification of fungi. Mol Ecol: 225271–5277
Links MG, Demeke T, Gräfenhan T, Hill JE, Hemmingsen SM, Dumonceaux TJ (2014) Simultaneous profiling of seed-associated bacteria and fungi reveals antagonistic interactions between microorganisms within a shared epiphytic microbiome on Triticum and Brassica seeds. New Phytol 202:542–553
Mendes R, Garbeva P, Raaijmakers JM (2013) The rhizosphere microbiome: significance of plant beneficial, plant pathogenic, and human pathogenic microorganisms. FEMS Microbiol Rev 37:634–663
Nakai VK, Rocha LO, Goncalez E, Fonseca H, Ortega EMM, Correa B (2008) Distribution of fungi and aflatoxins in a stored peanut variety. Food Chem 106:285–290
Nicolaisen M, Justesen AF, Knorr K, Wang J, Pinnschmidt HO (2014) Fungal communities in wheat grain show significant co-existence patterns among species. Fungal Ecol 11:145–153
Ondov BD, Bergman NH, Phillippy AM (2011) Interactive metagenomic visualization in a Web browser. BMC Bioinform 12:385
Palencia ER, Hinton DM, Bacon CW (2010) The black Aspergillus species of maize and peanuts and their potential for mycotoxin production. Toxin 2:399–416
Park B, Shin WS, Chung JS (2008) Simultaneous biofiltration of H2S, NH3 and toluene using an inorganic/polymeric composite carrier. Environ Eng Res 13:19–27
Shi J, Lin H, Yuan X, Zhao Y (2011) Isolation and characterization of a novel sulfur-oxidizing chemolithoautotroph Halothiobacillus from Pb polluted paddy soil. Afr J Biotechnol 10:4121–4126
Sibounnavong P, Keoudone C, Soytong K, Divina CC, Kalaw SP (2010) A new mycofungicide from Emericella nidulans against tomato wilt caused by Fusarium oxysporum f. sp. lycopersici in vivo. J Agr Technol 6:19–30
Sobolev VS, Orner VA, Arias RS (2013) Distribution of bacterial endophytes in peanut seeds obtained from axenic and control plant material under field conditions. Plant Soil 371:367–376
Sorokin DY, Tourova TP, Lysenko AM, Muyzer G (2006) Diversity of culturable halophilic sulfur-oxidizing bacteria in hypersaline habitats. Microbiology 152:3013–3023
Suryanarayanan TS, Murali TS (2006) Incidence of Leptosphaerulina crassiasca in symptomless leaves of peanut in southern India. J Basic Microbiol 46:305–309
Taurian T, Anzuay MS, Angelini JG, Tonelli ML, Luduena L, Pena D, Ibanez F, Fabra A (2010) Phosphate-solubilizing peanut associated bacteria: screening for plant growth-promoting activities. Plant Soil 329:421–431
Truyens S, Weyens N, Cuypers A, Vangronsveld J (2015) Bacterial seed endophytes: genera, vertical transmission and interaction with plants. Environ Microbiol Rep 7:40–50
Wang K, Yan P, Ding Q, Wu Q, Wang Z, Peng J (2012) Diversity of culturable root-associated/endophytic bacteria and their chitinolytic and aflatoxin inhibition activity of peanut plant in China. World J Microbiol Biotechnol 29:1–10
Acknowledgements
This study was supported by Chinese National Natural Science Foundation (Grant No.: 31400111), Foundation for Distinguished Young Talents in Higher Education of Guangdong (Grant No.: 2013LYM-0011), Natural Science Foundation of Guangdong Province (Grant No.: 2015A030313355), and Youth Elite Project of Guangzhou University of Chinese Medicine (Grant No.: QNYC20170103).
Author information
Authors and Affiliations
Corresponding authors
Additional information
Responsible editor: Philippe Garrigues
Rights and permissions
About this article
Cite this article
Huang, Y., Kuang, Z., Deng, Z. et al. Endophytic bacterial and fungal communities transmitted from cotyledons and germs in peanut (Arachis hypogaea L.) sprouts. Environ Sci Pollut Res 24, 16458–16464 (2017). https://doi.org/10.1007/s11356-017-9254-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-017-9254-4