Abstract
Background and aim
Fungal endophytes are commonly associated with plants, and are considered an important component of crop production. They can influence plant growth and tolerance to biotic and abiotic stresses. The aim of this study was to analyse and identify endophytic fungi associated with rice roots in irrigated and upland ecosystems in Kenya, as an inventory for a future search for biological control and growth promoting agents.
Methods
Fungi were isolated from the roots and selected based on culture characteristics. All selected isolates were sequenced using primers targeting the internal transcribed spacer (ITS) region, intergenic spacer (IGS) region and the gene encoding the translation elongation factor (TEF-1α). The species were determined by comparing their sequences with those of well characterised or type strains. Phylogenetic relationships among the species were used to identify their taxonomic groups, and distribution in the agroecosystems, especially for the Fusarium spp.
Results
Based on sequencing of the ITS region, 75 fungal isolates were identified as Fusarium-like, while the remaining 98 isolates were found to belong to different species representing other genera than Fusarium. A further analysis of the Fusarium spp., using concatenated IGS and TEF-1α sequences showed that these isolates belong to the Fusarium oxysporum (FOSC) and Gibberella fujikuroi (GFSC) species complexes. Within the FOSC isolates, a clear divergence was observed between isolates from irrigated and upland ecosystems, while in the GFSC this phenomenon was not observed. When the total number of species was considered, 27 species were identified in the irrigated ecosystems, while only 18 species were found in the upland ecosystems.
Conclusions
More fungal species were found in the irrigated ecosystems than in the upland ecosystems. We propose that flooding may affect the assembly of endophytic fungi in rice roots, however, other factors such as rice cultivars, geographical locations and soil types could also be important.
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
Fungal endophytes are microorganisms that internally colonise plant organs without causing symptoms, and they are broadly classified into clavicipitaceous and non-clavicipitaceous groups according to phylogeny and life history traits (Rodriguez et al. 2009). The clavicipitaceous endophytes infect economically important grass species in the genera Festuca and Lolium and have been studied for more than 100 years (Clay 1990; di Menna et al. 2012). More recently, many other fungi, taxonomically distinct (non-clavicipitaceous) and diverse, have been found to associate endophytically not only with grasses, but also with several other monocot and dicot plants (Rodriguez et al. 2009; Higgins et al. 2011; Sánchez-Márquez et al. 2012).
The functional roles of endophytic fungi on plant communities are diverse and can vary depending on many factors, such as host, interaction with other microorganisms and environmental conditions. Several studies have shown the potential benefits of endophytic fungi for crops, especially concerning the stimulation of biomass production and the enhancement of resistance to herbivores, pathogens and abiotic stresses (Hamilton and Bauerle 2012; Kleczewski et al. 2012; Aimé et al. 2013; Martinuz et al. 2013). However, fungal endophytes can be deleterious in some cases. Decrease of plant growth and facilitation of pathogen infection have been reported. In addition, endophytes can be latent pathogens (Sánchez-Márquez et al. 2012).
In spite of the potential impact of endophytes on crop performance, and considering the extent of studies on endophytic fungi on other grasses (e.g., Sánchez-Márquez et al. 2008; Ghimire et al. 2010; Higgins et al. 2011, 2014), it is remarkable that this group of fungi has received little attention in rice. Over the past two decades, only a few publications are available about their communities in rice. These fungi have been studied in few countries, more specifically in Italy, China, Malaysia and India (Fisher and Petrini 1992; Tian et al. 2004; Naik et al. 2009; Vallino et al. 2009; Zakaria et al. 2010). Most of these studies have used morphology to characterise the fungal endophytes, but literature has shown that few taxonomic features can distinguish species especially those occurring in complexes (Jiménez-Fernández et al. 2010). Moreover, no studies have investigated root microbiota of rice in different ecosystems. Therefore, a more comprehensive study, which takes advantage of molecular tools, is required not only to describe the endophytic fungal communities in different rice ecosystems, but also to investigate their phylogenetic relationships.
In Kenya, as in other countries, rice faces many biotic and abiotic stresses that cause serious yield reductions. Among the biotic factors, diseases caused by Magnaporthe oryzae, Xanthomonas oryzae pv. oryzae (Xoo) and nematodes are serious, while salinity, drought, radiation and nutrition are primary abiotic stress factors (e.g., Dean et al. 2012; Mansfield et al. 2012; Kyndt et al. 2014; Nhamo et al. 2014). As the demand for rice is expected to increase by 50 million tonnes in the future (Mohanty 2009), new technologies will be required to improve and sustain its production. The knowledge on rice ecosystems, including the characterization and management of above and belowground microbial communities is of great relevance towards achieving this goal (Lenné and Wood 2011). Rice endophytic fungi may benefit their host by protecting them from biotic and abiotic stresses as well as promoting their growth (Le et al. 2009; Redman et al. 2011; Su et al. 2013).
The two rice ecosystems found in Kenya are irrigated and upland. However, 95 % of rice is grown under irrigation and only 5 % is rain-fed (upland), grown mainly by smallholder farmers across the country (Muhunyu 2012). Continuous monocropping of one or more rice cycles per year is a general practise in the irrigated ecosystems, while the upland ecosystems are typified by short-rotations of rice with other crops. The irrigated ecosystems are continuously wet (completely submerged) from transplanting until harvesting, whereas the upland ecosystems (dryland) are characterised by fluctuating dry and wet conditions throughout the growing seasons (Grist 1986). Only few plant species such as rice are adapted to grow in both ecosystems, and for that reason, this crop is an excellent model to study the dynamics of plant-endophyte interactions in different ecosystems.
The objective of the present study was to analyse endophytic fungi of rice roots in irrigated and upland ecosystems in Kenya. The long-term goal is to identify endophytic strains that can promote rice growth or induce its resistance to plant-parasitic nematodes.
Materials and methods
Sampling: ecosystems, rice cultivars and soil characteristics
Samples were collected from irrigated and upland ecosystems (Table 1). Twenty-nine and seventeen fields were sampled in the irrigated and upland ecosystems, respectively. The four rice cultivars commonly grown in these ecosystems include Basmati 370 (Kenya Pishori), IR279380-1, Supa and Nerica 4 (New Rice for Africa). Basmati 370 and IR279380-1 grow best under irrigation and are high yielding lowland cultivars within the Oryza sativa species (Asian rice) (Ndiiri et al. 2012). Supa, also within the O. sativa species, is a local cultivar grown mainly at the coastal region (Kwale); it is a moderately yielding cultivar. Nerica 4, a crossbreed between Oryza sativa (Asian rice) and Oryza glaberrima (African rice), is an upland cultivar, which is drought-resistant and produces high yields (Atera et al. 2011).
Isolation of root endophytic fungi
Roots from three healthy rice plants at the vegetative stage were sampled from each field in both irrigated and upland ecosystems. The samples were transported to the laboratory in coolboxes and processed within 24 h of sampling (Rosa et al. 2010). The roots were gently washed under running tap water and then surface-sterilised by immersion in 75 % ethanol (v/v) for 30 s and 1 % sodium hypochlorite (w/v) for 10 min (Yuan et al. 2010). They were rinsed with sterile distilled water and dried in between sterile paper towels before being cut into short (~6 mm) segments (Yuan et al. 2010). Thirty segments per sample were plated on potato dextrose agar (PDA) medium containing 150 mg L−1 tetracycline. The plates were incubated at 25 °C in darkness and observed periodically for developing hyphae, which were sub-cultured onto fresh PDA media until pure cultures were obtained.
Identification of endophytic fungi
The isolates were first selected according to phenotypic characteristics such as colony appearance, mycelium colour and growth rate on PDA medium (Gazis and Chaverri 2010). All selected isolates were sequenced. Total genomic DNA was extracted from two-week-old cultures, using the ZR Fungal/Bacteria DNA MiniPrep™ kit (Zymo Research, USA), following the manufacturer’s instructions. The internal transcribed spacer (ITS) region, which is a general barcode for fungi, was primarily used to identify all the isolates (Schoch et al. 2012). Isolates identified as Fusarium spp. using the ITS-sequences, were further characterised by amplifying their intergenic spacer (IGS) region and the gene encoding the translation elongation factor (TEF-1α). The IGS region has been recommended for the identification of Fusarium oxysporum (Edel et al. 1995), while TEF-1α gives high resolution at species level for most Fusarium spp. (Geiser et al. 2004).
The ITS region was amplified using ITS1-F (5′-TCCGTAGGTGAACCTGCGG-3΄) and ITS4-R (5′-TCCTCCGCTTATTGATATGC-3′) primers (White et al. 1990). The 20 μl PCR mixture contained Bioneer pre-mix (Bioneer Corporation, South Korea), sterile-distilled water, 0.125 μM of each primer and 4.5 ng/μl DNA template. PCR reactions were performed as follows: 95 °C for 5 min, followed by 40 cycles of 94 °C for 30 s, 53 °C for 45 s, 72 °C for 30 s, and finally 72 °C for 10 min. The IGS region was amplified using PNFo-F (5′-CCCGCCTGGCGCGTCCGACTC-3′) and PN22-R (5′-CAAGCATATGACTACTGGC-3′) primers (Edel et al. 1995). The 30 μl PCR mixture contained distilled water, 1xPCR buffer, 0.25 mM MgCl2, 0.5 mM dNTPs, 0.75 μM of each primer, 0.125 U/μl Taq DNA polymerase (Fermentas, USA) and 3 ng/μl DNA template. PCR reactions were performed as follows: 95 °C for 5 min, followed by 35 cycles of 95 °C for 35 s, 52 °C for 35 s, 72 °C for 45 s, and finally 72 °C for 5 min. The primers EF1 (5′-ATGGGTAAGGA(A/G)GACAAGAC-3′) and EF2 (5′-GGA(G/A)GTACCAGT(G/C)ATCATGTT-3′) were used to amplify the TEF-1α region (Geiser et al. 2004). The 25-μl PCR mixture contained distilled water, 5xPCR buffer (Bioline, cat BIO-21106), 0.4 μM of each primer, 0.15 U/μl MyTaq DNA polymerase (Bioline, cat BIO-21106) and 5 ng/μl DNA template. The PCR products were purified using the GeneJET™ PCR purification kit (Fermentas, USA) and directly sequenced by the Sanger method at ILRI-BeCA Hub (Nairobi, Kenya) or at LGC genomics (Berlin, Germany) using the ITS4-R, PN22-R and EF1 primers for the ITS, IGS and TEF-1α sequences, respectively.
Sequences were edited and assembled using the CLC Main Workbench (version 6.9.1) software (CLC bio-Qiagen, Denmark). Blast searches were performed against the NCBI nucleotide databases. Isolates identified as Fusarium spp. were further analysed in the Fusarium-ID and Fusarium MLST Fusarium-specific databases (Aoki et al. 2014). Because there are many ITS reference sequences in public databases that are wrongly characterised, identification of isolates with this marker relied on sequences of type (well-characterised sequences from peer-reviewed publications) strains and phylogeny (Ko Ko et al. 2011). The nucleotide sequences obtained in this study with <99 % identity to type (well-characterised) strain-sequences were deposited at the NCBI database (Supplementary Table 1 and 2). Accession numbers of sequences with 100 % identity to our sequences were adopted. Fusarium spp. only identified using the ITS-region were classified as Fusarium-like.
Phylogenetic analysis
Phylogenetic relationships among the species were analysed using MEGA 5.05 (Tamura et al. 2011), where the neighbour-joining method was used to draw the phylogenetic trees and to estimate the evolutionary distances. Bootstrap analysis was run using 1000 replicates to estimate the robustness of the phylogenetic clusters. Cantharellales and Mucorales, also collected in this survey, were used as out-group for non-Fusarium species. ITS sequences of the most homologous type or well-characterised strains were included during these analyses. For isolates identified as Fusarium spp. an unrooted phylogenetic tree was constructed using concatenated IGS and TEF-1α sequences.
Results
Rice endophytic fungi from irrigated and upland ecosystems
A total of 173 fungal isolates were obtained: 88 from irrigated and 85 from upland ecosystems. Based on sequencing of the internal transcribed spacer of the rDNA, 75 fungal isolates were identified as Fusarium-like, while the remaining 98 isolates were found to belong to different species representing other genera than Fusarium. When the total number of species was considered, 27 species were identified in the irrigated ecosystems, while only 18 species were found in the upland ecosystems. Fusarium spp. dominated the upland ecosystems, while an assortment of species including Fusarium spp., Phoma epicoccina, Curvularia spp. and Talaromyces spp. were found in the irrigated ecosystems. Six species i.e., Phoma epicoccina (Syn. Epicoccum nigrum, Epicoccum purpurescens), Fusarium sp., Fusarium nygamai, Fusarium oxysporum, Penicillium thomii and Trichoderma harzianum were present in both ecosystems. Next to Fusarium spp., the other common taxa in the irrigated ecosystems were Curvularia and Talaromyces (Supplementary Table 1).
Phylogenetic relationships among fungal endophytes
A phylogenetic relationship of species representing other genera than Fusarium is shown in Fig. 1. The most frequently isolated species were ascomycetes, accounting for 25 species from the irrigated ecosystem and 16 species from the upland ecosystem. Two basidiomycetes were isolated only from the irrigated ecosystem whereas two zygomycetes were isolated from the upland ecosystem. Species from the irrigated ecosystem were found to belong to seven orders, whereas those from the upland ecosystem occurred in six orders. Eurotiales, Hypocreales and Pleosporales occurred in both ecosystems. Cantharellales, Capnodiales, Magnaporthales and Sordariales were present only in the irrigated ecosystem. The orders Botryosphaeriales, Mucorales and Trichosphaeriales were only represented in the upland ecosystem. Members of Pleosporales [eight species (29.6 %)] and Eurotiales [seven species (25.9 %)] were dominant in the irrigated ecosystem, while Hypocreales [seven species (38.9 %)] dominated the upland ecosystems (Fig. 2). A phylogenetic analysis of the Fusarium spp. using concatenated IGS and TEF-1α sequences showed that the isolated Fusarium specimens belonged to the Fusarium oxysporum (FOSC) and Gibberella fujikuroi (GFSC) species complexes. Within the FOSC isolates, a clear divergence was observed between isolates from irrigated and upland ecosystems, while in GFSC, this phenomenon was not observed. Five clades were identified; two of them were formed within the FOSC representing isolates from either upland or irrigated ecosystems, while the remaining three clades (F. nygamai, Fusarium spp. 1 and Fusarium spp. 2) occurred within the GFSC (Fig. 3).
Discussion
This study has isolated and identified the endophytic fungal community of rice roots from irrigated and upland ecosystems in Kenya, where a total number of 39 different fungal species were identified. When compared with previous studies in other countries, this amount of species indicates the existence of a highly diverse community of fungal endophytes associated with rice in Kenya. In Italy, 31 fungal endophytes were isolated from leaves, sheaths and roots of rice cultivars grown in wet and dry conditions (Fisher and Petrini 1992). A survey performed in Bhadra River Project Area, India, has detected 19 species of endophytes in leaves and roots of rice (Naik et al. 2009). The differences in communities among studies may not only reflect the influence of rice varieties and environmental conditions (Fisher and Petrini 1992; Tian et al. 2004), but also be the result of heterogeneous methodological approaches used in plant sampling, surface sterilization, fungal isolation and identification (Porras-Alfaro and Bayman 2011).
Remarkably, this study found more different fungal taxa in the irrigated than in the upland ecosystems. Continuous monocropping in the irrigated fields for instance may increase propagules of soil-borne fungi. In addition, flooding may increase the frequency of infection of endophytic fungi (De Battista 2005; Manici and Caputo 2009). Nevertheless, this difference may also be caused by site-specific factors in each agroecosystem; particularly the cropping systems, water regimes, rice cultivars, geographical locations and soil types (Fisher and Petrini 1992; Carroll 1995; Tian et al. 2004; Naik et al. 2009).
In agreement with previous studies on grass endophytes (Sánchez-Márquez et al. 2012 and references therein), ascomycetes were highly represented in our rice endophyte collection, followed by basidiomycetes and zygomycetes. Within the ascomycetes, most species belonged to Pleosporales, Eurotiales and Hypocreales. A clear difference in species between ecosystems has been detected in this study: in the irrigated rice, most species belonged to the Pleosporales and Eurotiales, while in the upland rice; members of the order Hypocreales were highly represented. The taxa Epicoccum and Talaromyces (formerly Biverticillium, a subgenus of Penicillium; Samson et al. 2011) were dominant within the Pleosporales and Eurotiales, respectively. Among the Hypocreales, Fusarium species were the most common root endophytes of upland rice. Previously, these species were described in dryland rice and other plant species (Fisher and Petrini 1992; Maciá-Vicente et al. 2008). However, we also found these species in rice roots from irrigated fields, which indicates that they are also present in wet conditions, although at a lower frequency. A phylogenetic analysis of the Fusarium spp. has shown that isolates from irrigated and upland ecosystems are different. The differences were detected even in isolates of the same species, supporting further the idea that ecosystems may play fundamental roles in species assemblages.
In the past, F. oxysporum, Aspergillus flavus, Cladosporium cladosporioides, Chaetomium globosum, Penicillium chrysogenum and Phoma epicoccina (syn. Epicoccum nigrum; Epicoccum purpurescens) were isolated, not only from rice roots but also from other tissues and organs (Fisher and Petrini 1992; Naik et al. 2009). Some species such as Alternaria alternata, E. purpurescens, F. equiseti and Nigrospora oryzae are seed-borne endophytes of rice (Fisher and Petrini 1992). Our report of Talaromyces purpurogenus and Westerdykella angulata is the first one from rice roots. Many species in this study have also been described in other plant species as endophytes, saprobes or pathogens (Sánchez-Márquez et al. 2012). Fusarium oxysporum for instance is a serious pathogen of many crops (Fisher and Petrini 1992; Dean et al. 2012 and references therein), but evidence also shows that some strains are non-pathogenic with endophytic life styles and may be beneficial to plants (Sikora et al. 2008 and references therein). An isolate of E. nigrum (strain P16) has been found to promote growth of sugarcane (Fávaro et al. 2012). ATCC 96794, another strain of E. nigrum was found to control brown rot disease of stone fruits (De Cal et al. 2009), yet emerging information has shown that E. nigrum can cause leaf spot disease in Lablab purpureus (Mahadevakumar et al. 2014). Alternaria alternata is an opportunistic pathogen, but can occur as endophyte or saprobe on several crops (Fisher and Petrini 1992; Guo et al. 2004 and references therein).
We have isolated and identified endophytic fungi from rice roots collected from agroecosystems in Kenya. Most of these species were previously identified in rice and other plant species as endophytes, saprobes or pathogens. Our study has provided evidence that fungal communities colonising rice roots may be ecosystem-driven. Flooding may mediate the assembly of endophytic communities in rice, however, other factors such as rice cultivars, geographical locations and soil types should be investigated further. Fusarium spp. preferentially colonised roots of upland rice, while irrigated rice supported different fungal communities including Fusarium spp., Phoma epicoccina, Curvularia spp. and Talaromyces spp.
References
Aimé S, Alabouvette C, Steinberg C, Olivain C (2013) The endophytic strain Fusarium oxysporum Fo47: a good candidate for priming the defence responses in tomato roots. Mol Plant Microbe Interact 26:918–926. doi:10.1094/MPMI-12-12-0290-R
Aoki T, O’Donnell K, Geiser DM (2014) Systemic of key phytopathogenic Fusarium species: current status and future challenges. J Gen Plant Pathol 80:189–201. doi:10.1007/s10327-014-0509-3
Arenal F, Platas G, Monte E, Peláez F (2000) ITS sequencing support for Epicoccum nigrum and Phoma epicoccina being the same biological species. Mycol Res 104:301–303. doi:10.1017/S0953756299001537
Atera EA, Onyango JC, Azuma T, Asanuma S, Itoh K (2011) Field evaluation of selected NERICA rice cultivars in western Kenya. Afr J Agric Res 6:60–66. doi:10.5897/AJAR09.516
Atieli H, Menya D, Githeko A, Scott T (2009) House design modifications reduce indoor resting malaria vector densities in rice irrigation scheme area in western Kenya. Malar J 8:1–9. doi:10.1186/1475-2875-8-108
Carroll GC (1995) Forest endophytes: pattern and process. Can J Bot 73:1316–1324. doi:10.1139/b95-393
Chomnunti P, Schoch CL, Aguirre-Hudson B, Ko-Ko TW, Hongsanan S, Jones EBG, Kodsueb R, Phookamsak R, Chukeatirote E, Bahkali AH, Hyde KD (2011) Capnodiaceae. Fungal Divers 51:103–134. doi:10.1007/s13225-011-0145-6
Clay K (1990) Fungal endophytes of grasses. Annu Rev Ecol Syst 21:275–297
De Battista J (2005) Neotyphodium research and application in South America. Neotyphodium in cool-season grasses pp 65–71
De Cal A, Larena I, Liñán M, Torres R, Lamarca N, Usall J, Domenichini P, Bellini A, de Eribe XO, Melgarejo P (2009) Population dynamics of Epicoccum nigrum, a biocontrol agent against brown rot in stone fruit. J Appl Microbiol 106:592–605. doi:10.1111/j.1365-2672.2008.04030.x
Dean R, Van Kan JAL, Pretorius ZA, Hammond-Kosack KE, Pietro AD, Spanu PD, Rudd JJ, Dickmann M, Kahmann R, Ellis J, Foster GD (2012) Top 10 fungal pathogens in molecular plant pathology. Mol Plant Pathol 13:414–430. doi:10.1111/J.1364-3703.2011.00783.X
di Menna M, Finch SC, Popay AJ, Smith BL (2012) A review of the Neotyphodium lolii/ Lolium perenne symbiosis and its associated effects on animal and plant health, with particular emphasis on ryegrass staggers. N Z Vet J 60:315–328. doi:10.1080/00480169.2012.697429
Edel V, Steinberg C, Avelange I, Laguerre G, Alabouvette C (1995) Comparison of three molecular methods for the characterisation of Fusarium oxysporum strains. Phytopathology 85:579–585
Fávaro LCL, Sebastianes FLS, Araújo WL (2012) Epicoccum nigrum P16, a sugarcane endophyte, produces antifungal compounds and induces root growth. PLoS One 7(6), e36826. doi:10.1371/journal.pone.0036826
Fisher PJ, Petrini O (1992) Fungal saprobes and pathogens as endophytes of rice (Oryza sativa L.). New Phytol 120:137–143. doi:10.1111/j.1469-8137.1992.tb01066.x
Gazis R, Chaverri P (2010) Diversity of fungal endophytes in leaves and stems of wild rubber trees (Hevea brasiliensis) in Peru. Fungal Ecol 3:240–254. doi:10.1016/j.funeco.2009.12.001
Geiser DM, Jiménez-Gasco MM, Kang S, Makalowska I, Veeraraghavan N, Ward TJ, Zhang N, Kuldau GA, O’Donnell K (2004) FUSARIUM-ID v. 1.00: a DNA sequence database for identifying Fusarium. Eur J Plant Pathol 110:473–479
Ghimire SR, Charlton ND, Bell JD, Krishnamurthy YL, Craven KD (2010) Biodiversity of fungal endophyte communities inhabiting switch grass (Panicum virgatum L.) growing in the native tall grass prairie of northern Oklahoma. Fungal Divers 47:19–27. doi:10.1007/s13225-010-0085-6
Grist DH (1986) Rice. Longman, New York, USA
Guo LD, Xu L, Zheng WH, Hyde KD (2004) Genetic variation of Alternaria alternata, an endophytic fungus isolated from Pinus tabulaeformis as determined by random amplified microsatellites (RAMS). Fungal Divers 16:53–65
Hamilton CE, Bauerle TL (2012) A new currency for mutualism? Fungal endophytes alter antioxidant activity in hosts responding to drought. Fungal Divers 54:39–49. doi:10.1007/s13225-012-0156-y
Higgins LL, Coley PD, Kursar TA, Arnold AE (2011) Culturing and direct PCR suggest prevalent host generalism among endophytes of tropical forest grass. Mycologia 103:247–260. doi:10.3852/09-158
Higgins KL, Arnold AE, Coley PH, Kursar TA (2014) Communities of fungal endophytes in tropical forest grasses: highly diverse host- and habitat generalists characterized by strong spatial structure. Fungal Ecol 8:1–11. doi:10.1016/j.funeco.2013.12.005
Hyde KD, Jones EBG, Liu J et al (2013) Families of Dothideomycetes. Fungal Divers 63:1–313. doi:10.1007/s13225-013-0263-4
Jiménez-Fernández D, Montes-Borrego M, Navas-Cortés JA, Jiménez-Díaz RM, Landa BB (2010) Identification and quantification of Fusarium oxysporum in planta and soil by means of an improved specific and quantitative PCR assay. Appl Soil Ecol 46:372–382. doi:10.1016/j.apsoil.2010.10.001
Kihoro J, Bosco NJ, Murage H, Ateka E, Makihara D (2013) Investigating the impact of rice blast disease on the livelihood of the local farmers in greater Mwea region of Kenya. SpringerPlus. doi:10.1186/2193-1801-2-308
Kleczewski NM, Bauer JT, Bever JD, Clay K, Reynolds HL (2012) A survey of endophytic fungi of switch grass (Panicum virgatum) in the Midwest, and their putative roles in plant growth. Fungal Ecol 5:521–529. doi:10.1016/j.funeco.2011.12.006
Ko Ko TW, Stephenson SL, Bahkali AH, Hyde KD (2011) From morphology to molecular biology: can we use sequence data to identify fungal endophytes? Fungal Divers 50:113–120. doi:10.1007/s13225-011-0130-0
Kyndt T, Fernandez D, Gheysen G (2014) Plant-parasitic nematode infections in rice: molecular and cellular insights. Annu Rev Phytopathol 52:135–153
Le HTT, Padgham JL, Sikora RA (2009) Biological control of the rice root-knot nematode Meloidogyne graminicola on rice, using endophytic and rhizosphere fungi. Int J Pest Manag 55:31–36. doi:10.1080/09670870802450235
Lenné JM, Wood D (2011) Agrobiodiversity management for food security: a critical review. CABI Nosworthy Way
Maciá-Vicente JG, Jansson H-B, Abdullah SK, Descals E, Salinas J, Lopez-Llorca LV (2008) Fungal root endophytes from natural vegetation in Mediterranean environments with special reference to Fusarium spp. FEMS Microbiol Ecol 64:90–105. doi:10.1111/j.1574-6941.2007.00443.x
Mahadevakumar S, Jayaramaiah KM, Janardhana GR (2014) First report of leaf spot disease caused by Epicoccum nigrum on Lablab purpureus in India. Plant Dis. doi:10.1094/PDIS-07-13-0798-PDN
Manici LM, Caputo F (2009) Fungal community diversity and soil health in intensive potato cropping systems of the east Po valley, northern Italy. Ann Appl Biol 155:245–258. doi:10.1111/j.1744-7348.2009.00335.x
Mansfield J, Genin S, Magori S, Citovsky V, Sriariyanum M, Ronald P, Dow M, Verdier V, Beer SV, Machado MA, Toth I, Salmond G, Foster GD (2012) Top 10 plant pathogenic bacteria in molecular plant pathology. Mol Plant Pathol 13:614–629. doi:10.1111/J.1364-3703.2012.00804.X
Martinuz A, Schouten A, Sikora RA (2013) Post-infection development of Meloidogyne incognita on tomato treated with the endophytes Fusarium oxysporum strain Fo162 and Rhizobium etli strain G12. BioControl 58:95–104. doi:10.1007/s10526-012-9471-1
Mohanty S (2009) Global rice trade: what does it mean for future food security? Rice Today 8:44–45
Muhunyu JG (2012) Is doubling rice production in Kenya by 2018 achievable? J Dev Sustain Agric 7:46–54
Naik BS, Shashikala J, Krishnamurthy YL (2009) Study on the diversity of endophytic communities from rice (Oryza sativa L.) and their antagonistic activities in vitro. Microbiol Res 164:290–296. doi:10.1016/j.micres.2006.12.003
Ndiiri JA, Mati BM, Home PG, Odongo B, Uphoff N (2012) Comparison of water savings of paddy rice under system of rice intensification (SRI) growing rice in Mwea, Kenya. Int J Curr Res Rev 4:63–73
Nhamo N, Rodenburg J, Zenna N, Makombe G, Luzi-Kihupi A (2014) Narrowing the rice yield gap in East and Southern Africa: using and adapting existing technologies. Agric Syst 131:45–55. doi:10.1016/j.agsy.2014.08.003
Ohaga SO, Kokwaro ED, Ndiege IO, Hassanali A, Saini RK (2007) Livestock farmers’ perception and epidemiology of bovine trypanosomosis in Kwale District, Kenya. Prev Vet Med 80:24–33. doi:10.1016/j.prevetmed.2007.01.007
Okalebo JR, Gathua KW, Woomer PL (2002) Laboratory methods of soil and plant analysis: a working manual. TSBF-CIAT and SACRED Africa, Nairobi
Olsen SR, Cole CV, Wanatabe FS, Dean LA (1954) Estimation of available phosphorus in soils by extraction with sodium bicarbonate. U.S. Depart. of Agriculture, Circ. No. 939
Otinga AN, Pypers P, Okalebo JR, Njoroge R, Emong’ole M, Six L, Vanlauwe B, Merckx R (2013) Partial substitution of phosphorus fertiliser by farmyard manure and its localised application increases agronomic efficiency and profitability of maize production. Field Crop Res 140:32–43. doi:10.1016/j.fcr.2012.10.003
Porras-Alfaro A, Bayman P (2011) Hidden fungi, emergent properties: endophytes and microbiomes. Annu Rev Phytopathol 49:291–315. doi:10.1146/annurev-phyto-080508-081831
Redman RS, Kim YO, Woodward CJDA, Greer C, Espino L, Doty SL, Rodriguez RJ (2011) Increased fitness of rice plants to abiotic stress via habitat adapted symbiosis: a strategy for mitigating impacts of climate change. PLoS One 6(7), e14823. doi:10.1371/journal.pone.0014823
Rodriguez RJ, White JF, Arnold AE, Redman RS (2009) Fungal endophytes: diversity and functional roles. New Phytol 182:314–330. doi:10.1111/j.1469-8137.2009.02773.x
Rosa LH, Vieira MLA, Santiago IF, Rosa CA (2010) Endophytic fungi community associated with the dicotyledonous plant Colobanthus quitensis (Kunth) Bartl. (Caryophyllaceae) in Antarctica. FEMS Microbiol Ecol 73:178–189. doi:10.1111/j.1574-6941.2010.00872.x
Samson RA, Yilmaz N, Houbraken J, Spierenburg H, Seifert KA, Peterson SW, Varga J, Frisvad JC (2011) Phylogeny and nomenclature of the genus Talaromyces and taxa accommodated in Penicillium subgenus Biverticillium. Stud Mycol 70:159–183. doi:10.3114/sim.2011.70.04
Sánchez-Márquez S, Bills GF, Zabalgogeazcoa Í (2008) Diversity and structure of the fungal endophytic assemblages from the sympatric coastal grasses. Fungal Divers 1–17
Sánchez-Márquez S, Bills GF, Herrero N, Zabalgogeazcoa Í (2012) Non-systemic fungal endophytes of grasses. Fungal Ecol 5:289–297. doi:10.1016/j.funeco.2010.12.001
Schoch CL, Seifert KA, Huhndorf S, Robert V, Spougea JL, Levesque CA, Chen W, Fungal Barcoding Consortiuma (2012) Nuclear ribosomal internal transcribed spacer (ITS) region as a universal DNA barcode marker for Fungi. Proc Natl Acad Sci U S A 109:6241–6246. doi:10.1073/pnas.1117018109
Sikora RA, Pocasangre L, Felde A, Niere B, Vu TT, Dababat AA (2008) Mutualistic endophytic fungi and in-planta suppressiveness to plant parasitic nematodes. Biol Control 46:15–23
Su Z-Z, Mao L-J, Li N, Feng X-X, Yuan Z-L, Weng L-W, Lin F-C, Zhang C-L (2013) Evidence for biotrophic lifestyle and biocontrol potential of dark septate endophyte Harpophora oryzae to rice blast disease. PLoS One 8, e61332. doi:10.1371/journal.pone.0061332
Tamura K, Peterson D, Peterson N, Stecher G, Nei M, Kumar S (2011) MEGA5: molecular evolutionary genetics analysis using maximum likelihood, evolutionary distance, and maximum parsimony methods. Mol Biol Evol 28:2731–2739. doi:10.1093/molbev/msr121
Thongkantha S, Jeewon R, Vijaykrishna D, Lumyong S, McKenzie EHC, Hyde KD (2009) Molecular phylogeny of Magnaporthaceae (Sordariomycetes) with a new species Ophioceras chiangdaoense from Dracaena loureiroi in Thailand. Fungal Divers 34:157–173
Tian XL, Cao LX, Tan HM, Zeng QG, Jia YY, Han WQ, Zhou SN (2004) Studies on the communities of endophytic fungi and endophytic actinomycetes from rice and their antipathogenetic activities in vitro. World J Microbiol Biotechnol 20:303–309
Vallino M, Greppi D, Novero M, Bonfante P, Lupotto E (2009) Rice root colonisation by mycorrhizal and endophytic fungi in aerobic soil. Ann Appl Biol 154:195–204. doi:10.1111/j.1744-7348.2008.00286.x
Wambugu PW, Mathenge PW, Auma EO, van Rheenen HA (2012) Constraints to on-farm maize (Zea mays L.) seed production in western Kenya: plant growth and yield. Agronomy 1–7. doi:10.5402/2012/153412
White TJ, Bruns T, Lee S, Taylor J (1990) Amplification and direct sequencing of fungal ribosomal RNA gene for phylogenetics. In: Innis MA, Gelfand DH, Shinky JJ, White TJ (eds) PCR protocols: a guide to methods and applications. Academic, San Diego, pp 315–322
Yuan Z, Lin F, Zhang C, Kubicek CP (2010) A new species of Harpophora (Magnaporthaceae) recovered from healthy wild rice (Oryza granulate) roots, representing a novel member of beneficial dark septate endophyte. FEMS Microbiol Lett 307:94–101. doi:10.1111/j.1574-6968.2010.01963.x
Zakaria L, Yaakop AS, Salleh B, Zakaria M (2010) Endophytic fungi from paddy. Trop Life Sci Res 21:101–107
Zhang Y, Crous PW, Schoch CL, Hyde KD (2012) Pleosporales. Fungal Divers 53:1–221. doi:10.1007/s13225-011-0117-x
Acknowledgments
The study was supported by grants from the Special Research Fund of Ghent University (GOA 01GB3013), the MU-K VLIR-UOS program and Moi University. The authors wish to thank Alexander Schouten for technical advice on the analysis of Fusarium isolates. Bramwel Wanjala, Lien De Smet, Isabel Verbeke, Isabel Tilmant, Francesca Stomeo and the two anonymous reviewers are also highly acknowledged. Tina Kyndt is supported by an FWO postdoctoral fellowship, while Njira Njira Pili has a BOF-DOS scholarship from Ghent University. The authors are grateful for the financial support provided to the Biosciences eastern and central Africa Hub at the International Livestock Research Institute (BeCA-ILRI Hub) by the Australian Agency for International Development (AusAID) through a partnership between Australia’s Commonwealth Scientific and Industrial Research Organisation (CSIRO) and the BeCA-ILRI Hub; and by the Syngenta Foundation for Sustainable Agriculture (SFSA); the Bill & Melinda Gates Foundation (BMGF); and the Swedish Ministry of Foreign Affairs through the Swedish International Development Agency (Sida), which made this work possible. They also acknowledge the technical support provided by SegoliP, the BeCA-ILRI Hub’s sequencing and genotyping research support unit.
Conflict of interest
The authors declare that they have no conflict of interest.
Author information
Authors and Affiliations
Corresponding author
Additional information
Responsible Editor: Jesus Mercado-Blanco.
Soraya C. França and Tina Kyndt contributed equally to this work.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Supplementary Table 1
(DOCX 33.8 kb)
Supplementary Table 2
(DOCX 56.5 kb)
Rights and permissions
About this article
Cite this article
Pili, N.N., França, S.C., Kyndt, T. et al. Analysis of fungal endophytes associated with rice roots from irrigated and upland ecosystems in Kenya. Plant Soil 405, 371–380 (2016). https://doi.org/10.1007/s11104-015-2590-6
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11104-015-2590-6