Arbuscular mycorrhizal fungi and the associated microbiota
One of the main challenge for humanity in the years to come is represented by the production of enough food for a growing global population, while reducing the use of pesticides and chemical fertilizers and maintaining environmental quality and natural resources for future generations. The new paradigm in agriculture—sustainable intensification—may be implemented by the efficient use of practices enhancing the activity of beneficial soil microorganisms, essential elements of soil nutrient flows, at the basis of long-term soil productivity and health. There is a growing awareness of the essential roles played by soil microorganisms in human nutrition and welfare and of the economic importance of ecosystem services they provide in agriculture, forestry, and society (Philippot et al., 2013; Avio et al., 2018).
Among beneficial microorganisms, arbuscular mycorrhizal (AM) fungi (AMF) have been long known for their positive impact on plant growth and health. AMF are obligate biotrophs, establishing mutualistic symbioses with the roots of the majority of land plants, including the most important food crops, such as cereals, pulses, potatoes, fruit trees, vegetables, and medicinal plants. They obtain carbon from the host plants, and, in exchange, facilitate the uptake and transfer of mineral nutrients—phosphorus (P), nitrogen (N), sulfur (S), potassium (K), calcium (Ca), copper (Cu), and zinc (Zn)—from the soil, by means of an extensive network of hyphae spreading from colonized roots into the surrounding environment. Beyond improving mineral nutrition, AMF increase plant tolerance to biotic and abiotic stresses, and provide multiple ecosystem services in natural and agricultural environments, from the completion of biogeochemical cycles to the maintenance of biological soil fertility (Smith and Read, 2008). In addition to such multifunctional roles, AMF induce changes in plant secondary metabolism, stimulating the biosynthesis of phytochemical compounds, such as polyphenols and carotenoids, thus leading to the production of safe and high-quality foods, able to promote human health (Sbrana et al., 2014).
A number of multimodal investigations showed the occurrence of diverse assemblages of bacterial communities living strictly associated with AMF spores, extraradical mycelium and mycorrhizal roots, in the mycorrhizosphere. The use of transmission electron microscope allowed the detection of unculturable endobacteria inside the spores of some AMF species (Mosse, 1970; Bianciotto et al., 1996) and of free living bacteria embedded in the spore wall layers or in the microniches formed by the peridial hyphae interwoven around the spores in the sporocarps (Ames et al., 1989; Filippi et al., 1998). Molecular studies confirmed the occurrence of either Mollicutes-related and unculturable endosymbionts (Desirò et al., 2014) or bacteria strictly associated with the spores of different AMF taxa, affiliated with Cellvibrio, Chondromyces, Flexibacter, Lysobacter, and Pseudomonas (Roesti et al., 2005), Proteobacteria and Actinobacteria (Long et al., 2008), and Actinomycetales, Bacillales, Rhizobiales, Pseudomonadales, Burkholderiales, including Arthrobacter, Streptomyces, Bacillus, Paenibacillus, Pseudomonas, Herbaspirillum, Massilia, Rhizobium, and Sinorhizobium (Agnolucci et al., 2015).
Overall, the ultrastructural and molecular studies revealed the complexity and diversity of bacterial communities living associated with AMF, suggesting putative important functional roles as plant growth promoting (PGP) bacteria and mycorrhiza helper bacteria (MHB), able to promote AMF activity and development. However, in order to verify such hypothesis and to unravel the physiological interactions between AMF and associated bacteria possibly leading to positive synergistic effects on plant nutrition and health, it is crucial to isolate the bacteria in pure culture. Using culture-dependent approaches many authors obtained a number of bacterial strains from the sporosphere of Glomus versiforme and Glomus clarum NT4 (Mayo et al., 1986; Xavier and Germida, 2003), Gigaspora margarita (Cruz et al., 2008), Glomus mosseae, and Glomus intraradices (syn. Rhizophagus intraradices) (Bharadwaj et al., 2008b; Battini et al., 2016b), most of which were further studied for PGP activities, with the aim of their possible utilization, either as individual strains or consortia, as biocontrol agents, biofertilisers, and bioenhancers (Rouphael et al., 2015).
A network of functional interactions among AMF and associated microbiota
As early as 1959 soil bacteria were studied for their ability to affect AMF spore germination and hyphal growth (Mosse, 1959). Subsequent works confirmed their functional role in the promotion of mycorrhizal activity (Azcón, 1989), and proposed the term “mycorrhiza helpers” for such bacteria (Frey-Klett et al., 2007). Many actinobacteria isolated from the soil, in particular species belonging to the genera Streptomyces and Corynebacterium, as well as species of Pseudomonas increased the germination of G. versiforme, G. mosseae, and G. margarita spores (Mayo et al., 1986; Tylka et al., 1991; Carpenter-Boggs et al., 1995), while Klebsiella pneumoniae and Trichoderma sp. enhanced germlings growth in Glomus deserticola and G. mosseae (Will and Sylvia, 1990; Calvet et al., 1992). Bacteria isolated from the mycorrhizosphere, either from mycorrhizal roots or from AMF spores and hyphae, were able to enhance spore germination, germling growth, and AMF root colonization (Mayo et al., 1986; Xavier and Germida, 2003; Giovannetti et al., 2010). One of the possible mechanistic explanations of the phenomenon is based on the ability of several bacteria to decompose insoluble biopolymers like chitin and chitosan, the two main constituents of AMF spore walls, thus boosting germination. Such hypothesis is supported by the frequent isolation of chitinolytic bacteria from spores of Glomus macrocarpum, G. mosseae, and R. intraradices (Ames et al., 1989; Filippi et al., 1998; Battini et al., 2016b). Mycorrhizosphere and sporosphere bacteria may act as “mycorrhiza helper” also by improving the growth of extraradical mycelium (ERM), the fine absorbing network of hyphae extending around the roots. In vitro studies showed that ERM length of G. intraradices and Rhizophagus irregularis was increased by Paenibacillus rhizosphaerae, Rhizobium etli, and several strains of Azospirillum and Pseudomonas (Bidondo et al., 2011; Ordoñez et al., 2016). Accordingly, in vivo investigations confirmed large ERM growth, boosted by Pseudomonas fluorescens, Burkholderia cepacia, Sinorhizobium meliloti, and Streptomyces spp. in Glomus caledonium, G. intraradices, and R. irregularis (Ravnskov and Jakobsen, 1999; Battini et al., 2017). Moreover, a number of indole acetic acid-producing bacteria were isolated from G. mosseae and R. irregularis spores, including several actinobacteria species, Paenibacillus favisporus, S. meliloti, and Fictibacillus barbaricus (Bidondo et al., 2011; Battini et al., 2017). However, the mechanistic explanation of ERM development promotion remains to be investigated.
Beyond “mycorrhizal helper” activity, AMF associated microbiota is fundamental for the maintenance of plant health, as it can protect plants from soilborne diseases and abiotic stresses. Actually, some strains were able to inhibit the growth of fungal pathogens by either producing antibiotics (Li et al., 2007; Bharadwaj et al., 2008a) or competing for iron nutrition by secreting siderophores, high-affinity iron-chelating compounds able to bind soluble Fe3+ (Whipps, 2001; Battini et al., 2016b). Interestingly, the AMF associated bacterial strains Massilia sp. RK4 and Pseudomonas koreensis S2CB35 were reported to improve maize tolerance to salinity (Krishnamoorthy et al., 2016; Selvakumar et al., 2018).
Another essential role played by AMF associated microbiota is represented by the solubilization of P, a key mineral nutrient which is poorly available to plants in most agricultural soils, as the result of its immobilization and precipitation with other soil minerals—iron and aluminum in acid and calcium in alkaline soils. P-mobilizing bacteria were isolated from AMF spores of G. mosseae and R. intraradices, and were ascribed to Streptomyces and Leifsonia species (Mohandas et al., 2013) and Streptomyces spp., Bacillus pumilus, Lisinobacillus fusiformis, and S. meliloti (Battini et al., 2016b). Such bacteria represent a sustainable strategy for the mobilization of the soil P pool and the facilitation of P uptake by mycorrhizal plants (Battini et al., 2017).
Also the acquisition of N, a major plant nutrient, may be mediated by AMF associated bacteria, as different species of the N-fixers Rhizobium and Sinorhizobium, isolated from AMF spores (Bharadwaj et al., 2008a; Agnolucci et al., 2015; Battini et al., 2016b), promoted mycorrhizal functioning, and plant mineral nutrition (Battini et al., 2017). Moreover, in recent years evidence suggested that bacteria isolated from AMF spores may improve the concentration of the health-promoting compound rosmarinic acid in basil plants, by modulating the expression of genes involved into its biosynthesis (Battini et al., 2016a).
The multifunctional activities of AMF associated microbiota described so far clearly show the complex and previously unimagined network of interactions involving AMF and their associated microbiota, that may encompass not univocal outcomes, depending on the identity of the taxa active in the mycorrhizosphere. In order to exploit the functional complementarity of the diverse AMF-bacteria combinations, extensive studies should be carried out to answer basic questions concerning not only the isolation and identification of bacterial strains involved in specific functional activities, but also the spatio-temporal and environmental conditions affecting their behavior and its mechanistic explanation.
The challenge of translational research
One of the main problems to be tackled when trying to translate the findings of fundamental research and laboratory studies into new tools and meaningful innovations in agricultural practices is represented by the absence of a systematic collection of data enabling scientists to gather information on the source of AMF associated beneficial bacteria, i.e., the different AMF genera, species and strains and where they were isolated from. Indeed, most data were obtained using AMF whose taxonomy was repeatedly and widely changed, emended and subverted in recent years (Oehl et al., 2011; Redecker et al., 2013; Sieverding et al., 2014). As an example, the ubiquitous species F. mosseae was named Endogone mosseae in 1968 and G. mosseae in 1974, while Racocetra coralloidea was known as Gigaspora coralloidea since 1974 and as Scutellospora coralloidea since 1986. As long known AMF species and genera were renamed, it is very difficult to link the taxon currently under investigation with its very properties, including the diverse spore-associated bacterial communities, whose composition differs in the diverse AMF isolates (Agnolucci et al., 2015).
In addition, very rarely scientists named the strains used in their experiments and deposited them in a germplasm bank, thus hindering the possibility of retrieving both AMF and the relevant associated microbiota for further investigations on their functional properties. On the other hand, such strains were not elite strains, i.e., the result of a fine tuned selection aimed at detecting the best performing ones, but just those able to produce, in pot-cultures, large quantities of mycelium, and spores from which bacteria could be easily isolated. Thus, the great majority of AMF are still to be studied as the home and source of beneficial bacteria. Such flaws are currently mirrored by the low number of AMF genotypes utilized as inoculants available on the market globally, and by the lack of innovative products or new formulations, developed from the isolation of AMF associated bacterial strains, selected for their specific activities to be applied as single strains or combined consortia. Moreover, the efficacy of the available AMF and associated bacteria should be deeply studied after inoculation in the field.
Another major problem that hindered the understanding of the diverse properties of mycorrhizospheric microbiota and its functional complementarity with AMF, leading to the promotion of mycorrhizal activity and host plant performance, is represented by the lack of studies on gene expression changes regulated by the presence of AMF associated bacterial isolates. Actually, while transcriptome studies, recently carried out by RNAseq technology, obtained the expression profiles of genes specifically regulated in mycorrhizal model and crop plants (Handa et al., 2015; Vangelisti et al., 2018), only few data are available on the expression levels of transcripts modulated by AMF associated beneficial bacteria (Battini et al., 2016a). Functional genomics studies are needed in order to advance our understanding of the multifunctionality and complementarity of AMF associated microbiota, and to boost translational research on the selection of the best performing strains and consortia, showing the most desirable functional activities relevant for plant growth, nutrition and health. Bridging the gap between basic science and the formulation of innovative products for the sustainable intensification of food production systems, represents the real next challenge in the years to come.
Author contributions
All authors listed have made a substantial, direct and intellectual contribution to the work, and approved it for publication.
Conflict of interest statement
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Footnotes
Funding. The authors gratefully acknowledge the financial support by the University of Pisa (Fondi di Ateneo).
References
- Agnolucci M., Battini F., Cristani C., Giovannetti M. (2015). Diverse bacterial communities are recruited on spores of different arbuscular mycorrhizal fungal isolates. Biol. Fertil. Soils 51, 379–389. 10.1007/s00374-014-0989-5 [DOI] [Google Scholar]
- Ames R. N., Mihara K. L., Bayne H. G. (1989). Chitin-decomposing actynomycetes associated with a vesicular–arbuscular mycorrhizal fungus from a calcareous soil. New Phytol. 111, 67–71. 10.1111/j.1469-8137.1989.tb04219.x [DOI] [Google Scholar]
- Avio L., Turrini A., Giovannetti M., Sbrana C. (2018). Designing the ideotype mycorrhizal symbionts for the production of healthy food. Front. Plant Sci. 9:1089. 10.3389/fpls.2018.01089 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Azcón R. (1989). Selective interaction between free-living rhizosphere bacteria and vesicular arbuscular mycorrhizal fungi. Soil Biol. Biochem. 21, 639–644. 10.1016/0038-0717(89)90057-6 [DOI] [Google Scholar]
- Battini F., Bernardi R., Turrini A., Agnolucci M., Giovannetti M. (2016a). Rhizophagus intraradices or its associated bacteria affect gene expression of key enzymes involved in the rosmarinic acid biosynthetic pathway of basil. Mycorrhiza 26, 699–707. 10.1007/s00572-016-0707-2 [DOI] [PubMed] [Google Scholar]
- Battini F., Cristani C., Giovannetti M., Agnolucci M. (2016b). Multifunctionality and diversity of culturable bacterial communities strictly associated with spores of the plant beneficial symbiont Rhizophagus intraradices. Microbiol. Res. 183, 68–79. 10.1016/j.micres.2015.11.012 [DOI] [PubMed] [Google Scholar]
- Battini F., Grønlund M., Agnolucci M., Giovannetti M., Jakobsen I. (2017). Facilitation of phosphorus uptake in maize plants by mycorrhizosphere bacteria. Sci. Rep. 7:4686. 10.1038/s41598-017-04959-0 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bharadwaj D. P., Lundquist P. O., Alström S. (2008a). Arbuscular mycorrhizal fungal spore-associated bacteria affect mycorrhizal colonization, plant growth and potato pathogens. Soil Biol. Biochem. 40, 2494–2501. 10.1016/j.soilbio.2008.06.012 [DOI] [Google Scholar]
- Bharadwaj D. P., Lundquist P. O., Persson P., Alstro¨m S. (2008b). Evidence for specificity of cultivable bacteria associated with arbuscular mycorrhizal fungal spores. FEMS Microbiol. Ecol. 65, 310–322. 10.1111/j.1574-6941.2008.00515.x [DOI] [PubMed] [Google Scholar]
- Bianciotto V., Bandi C. D., Minerdi M., Sironi H., Tichy V., Bonfante P. (1996). An obligately endosymbiotic mycorrhizal fungus itself harbors obligately intracellular bacteria. Appl. Environ. Microbiol. 62, 3005–3010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bidondo L. F., Silvani V., Colombo R., Peérgola M., Bompadre J., Godeas A. (2011). Pre-symbiotic and symbiotic interactions between Glomus intraradices and two Paenibacillus species isolated from AM propagules. In vitro and in vivo assays with soybean (AG043RG) as plant host. Soil Biol. Biochem. 43, 1866–1872. 10.1016/j.soilbio.2011.05.004 [DOI] [Google Scholar]
- Calvet C., Barea J. M., Pera J. (1992). In vitro interactions between the vesicular-arbuscular mycorrhizal fungus Glomus mosseae and some saprophytic fungi isolated from organic substrates. Soil Biol. Biochem. 24, 775–780. 10.1016/0038-0717(92)90252-S [DOI] [Google Scholar]
- Carpenter-Boggs L., Loynachan T. E., Stahl P. D. (1995). Spore germination of Gigaspora margarita stimulated by volatiles of soil-isolated actinomycetes. Soil Boil. Biochem. 27, 1445–1451. 10.1016/0038-0717(95)00075-P [DOI] [Google Scholar]
- Cruz A. F., Horii S., Ochiai S., Yasuda A., Ishii T. (2008). Isolation and analysis of bacteria associated with spores of Gigaspora margarita. J. Appl. Microbiol. 104, 1711–1717. 10.1111/j.1365-2672.2007.03695.x [DOI] [PubMed] [Google Scholar]
- Desirò A., Salvioli A., Ngonkeu E. L., Mondo S. J., Epis S., Faccio A., et al. (2014). Detection of a novel intracellular microbiome hosted in arbuscular mycorrhizal fungi. ISME J. 8, 257–270. 10.1038/ismej.2013.151 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Filippi C., Bagnoli G., Citernesi A. S., Giovannetti M. (1998). Ultrastructural spatial distribution of bacteria associated with sporocarps of Glomus mosseae. Symbiosis 24, 1–12. [Google Scholar]
- Frey-Klett P., Garbaye J. A., Tarkka M. (2007). The mycorrhiza helper bacteria revisited. New Phytol. 176, 22–36. 10.1111/j.1469-8137.2007.02191.x [DOI] [PubMed] [Google Scholar]
- Giovannetti M., Avio L., Sbrana C. (2010). Fungal spore germination and pre-symbiotic mycelial growth–physiological and genetic aspects, in Arbuscular Mycorrhizas: Physiology and Function, eds Koltai H., Kapulnik Y. (Dordrecht: Springer; ), 3–32. [Google Scholar]
- Handa Y., Nishide H., Takeda N., Suzuki Y, Kawaguchi M., Saito K. (2015). RNA-seq transcriptional profiling of an arbuscular mycorrhiza provides insights into regulated and coordinated gene expression in Lotus japonicus and Rhizophagus irregularis. Plant Cell Physiol. 8, 1490–1511. 10.1093/pcp/pcv071 [DOI] [PubMed] [Google Scholar]
- Krishnamoorthy R., Kim K., Subramanian P., Senthilkumar M., Anandham R., Sa T. (2016). Arbuscular mycorrhizal fungi and associated bacteria isolated from salt-affected soil enhances the tolerance of maize to salinity in coastal reclamation soil. Agric. Ecosyst. Environ. 231, 233–239. 10.1016/j.agee.2016.05.037 [DOI] [Google Scholar]
- Li B., Ravnskov S., Xie G., Larsen J. (2007). Biocontrol of Pythium damping-off in cucumber by arbuscular mycorrhiza-associated bacteria from the genus Paenibacillus. Biocontrol 52, 863–875. 10.1007/s10526-007-9076-2 [DOI] [Google Scholar]
- Long L., Zhu H., Yao Q., Ai Y. (2008). Analysis of bacterial communities associated with spores of Gigaspora margarita and Gigaspora rosea. Plant Soil 310, 1–9. 10.1007/s11104-008-9611-7 [DOI] [Google Scholar]
- Mayo K., Davis R. E., Motta J. (1986). Stimulation of germination of spores of Glomus versiforme by spore-associated bacteria. Mycologia 78, 426–431. 10.2307/3793046 [DOI] [Google Scholar]
- Mohandas S., Poovarasan S., Panneerselvam P., Saritha B., Upreti K. K., Kamal R., et al. (2013). Guava (Psidium guajava L.) rhizosphere Glomus mosseae spores harbor actinomycetes with growth promoting and antifungal attributes. Sci. Hortic. 150, 371–376. 10.1016/j.scienta.2012.11.019 [DOI] [Google Scholar]
- Mosse B. (1959). The regular germination of resting spores and some observations on the growth requirements of an Endogone sp. causing vesicular-arbuscular mycorrhiza. Tr. Br. Myc. Soc. 42, 273–286. 10.1016/S0007-1536(56)80033-8 [DOI] [Google Scholar]
- Mosse B. (1970). Honey-coloured sessile Endogone spores. II. Changes in fine structure during spore development. Arch. Mikrobiol. 74, 146–159. 10.1007/BF00446901 [DOI] [Google Scholar]
- Oehl F., Sieverding E., Palenzuela J., Ineichen K., Alves da Silva G. (2011). Advances in glomeromycota taxonomy and classification. IMA Fungus 2, 191–199. 10.5598/imafungus.2011.02.02.10 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ordoñez Y. M., Fernandez B. R., Lara L. S., Rodriguez A., Uribe-Vélez D., Sanders I. R. (2016). Bacteria with phosphate solubilizing capacity alter mycorrhizal fungal growth both inside and outside the root and in the presence of native microbial communities. PLoS ONE 11:e0154438. 10.1371/journal.pone.0154438 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Philippot L., Raaijmakers J. M., Lemanceau P., Van Der Putten W. H. (2013). Going back to the roots: the microbial ecology of the rhizosphere. Nat. Rev. Microbiol. 11, 789–799. 10.1038/nrmicro3109 [DOI] [PubMed] [Google Scholar]
- Ravnskov S., Jakobsen I. (1999). Effects of Pseudomonas fluorescens DF57 on growth and P uptake of two arbuscular mycorrhizal fungi in symbiosis with cucumber. Mycorrhiza 8, 329–334. 10.1007/s005720050254 [DOI] [Google Scholar]
- Redecker D., Schüßler A., Stockinger H., Stürmer S. R., Morton J. B., Walker C. (2013). An evidence-based consensus for the classification of arbuscular mycorrhizal fungi (Glomeromycota). Mycorrhiza 23, 515–531. 10.1007/s00572-013-0486-y [DOI] [PubMed] [Google Scholar]
- Roesti D., Ineichen K., Braissant O., Redecker D., Wiemken A., Aragno M. (2005). Bacteria associated with spores of the arbuscular mycorrhizal fungi Glomus geosporum and Glomus constrictum. Appl. Environ. Microbiol. 71, 6673–6679. 10.1128/AEM.71.11.6673-6679.2005 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rouphael Y., Franken P., Schneider C., Schwarz D., Giovannetti M., Agnolucci M., et al. (2015). Arbuscular mycorrhizal fungi act as biostimulants in horticultural crops. Sci. Hortic. 196, 91–108. 10.1016/j.scienta.2015.09.002 [DOI] [Google Scholar]
- Sbrana C., Avio L., Giovannetti M. (2014). Beneficial mycorrhizal symbionts affecting the production of health-promoting phytochemicals. Electrophoresis 35, 1535–1546. 10.1002/elps.201300568 [DOI] [PubMed] [Google Scholar]
- Selvakumar G., Shagol C. C., Kim K., Han S., Sa T. (2018). Spore associated bacteria regulates maize root K+/Na+ ion homeostasis to promote salinity tolerance during arbuscular mycorrhizal symbiosis. BMC Plant Biol. 18:109 10.1186/s12870-018-1317-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sieverding E., Silva G. A., Berndt R., Oehl F. (2014). Rhizoglomus, a new genus in the Glomeraceae. Mycotaxon 129, 373–386. 10.5248/129.373 [DOI] [Google Scholar]
- Smith S. E., Read D. J. (2008). Mycorrhizal Symbiosis. London: Academic Press. [Google Scholar]
- Tylka G. L., Hussey R. S., Roncadori R. W. (1991). Axenic germination of vesicular–arbuscular mycorrhizal fungi: effects of selected Streptomyces species. Phytopathology 81, 754–759. 10.1094/Phyto-81-754 [DOI] [Google Scholar]
- Vangelisti A., Natali L., Bernardi R., Sbrana C., Turrini A., Hassani-Pak K., et al. (2018). Transcriptome changes induced by arbuscular mycorrhizal fungi in sunflower (Helianthus annuus L.) roots. Sci. Rep. 8:4. 10.1038/s41598-017-18445-0 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Whipps J. M. (2001). Microbial interactions and biocontrol in the rhizosphere. J. Exp. Bot. 52, 487–511. 10.1093/jexbot/52.suppl_1.487 [DOI] [PubMed] [Google Scholar]
- Will M. E., Sylvia D. M. (1990). Interaction of rhizosphere bacteria, fertilizer, and vesicular-arbuscular mycorrhizal fungi with sea oats. Appl. Environ. Microbiol. 56, 2073–2079. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Xavier L. J. C., Germida J. J. (2003). Bacteria associated with Glomus clarum spores influence mycorrhizal activity. Soil Biol. Biochem. 35, 471–478. 10.1016/S0038-0717(03)00003-8 [DOI] [Google Scholar]