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Plouznikoff K, Asins MJ, de Boulois HD, Carbonell EA, Declerck S. Genetic analysis of tomato root colonization by arbuscular mycorrhizal fungi. ANNALS OF BOTANY 2019; 124:933-946. [PMID: 30753410 PMCID: PMC7145532 DOI: 10.1093/aob/mcy240] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2018] [Accepted: 12/27/2018] [Indexed: 05/09/2023]
Abstract
BACKGROUND AND AIMS Arbuscular mycorrhizal fungi (AMF) play an important role in plant nutrition and protection against pests and diseases, as well as in soil structuration, nutrient cycling and, generally speaking, in sustainable agriculture, particularly under drought, salinity and low input or organic agriculture. However, little is known about the genetics of the AMF-plant association in tomato. The aim of this study was the genetic analysis of root AMF colonization in tomato via the detection of the quantitative trait loci (QTLs) involved. METHODS A population of 130 recombinant inbred lines derived from the wild species Solanum pimpinellifolium, genotyped for 1899 segregating, non-redundant single nucleotide polymorphisms (SNPs) from the SolCAP tomato panel, was characterized for intensity, frequency and arbuscular abundance of AMF colonization to detect the QTLs involved and to analyse the genes within their peaks (2-2.6 Mbp). KEY RESULTS The three AMF colonization parameters were highly correlated (0.78-0.97) and the best one, with the highest heritability (0.23), corresponded to colonization intensity. A total of eight QTLs in chromosomes 1, 3, 4, 5, 6, 8, 9 and 10 were detected. Seven of them simultaneously affected intensity and arbuscule abundance. The allele increasing the expression of the trait usually came from the wild parent in accordance with the parental means, and several epistatic interactions were found relevant for breeding purposes. SlCCaMK and SlLYK13 were found among the candidate genes. Carbohydrate transmembrane transporter activity, lipid metabolism and transport, metabolic processes related to nitrogen and phosphate-containing compounds, regulation of carbohydrates, and other biological processes involved in the plant defence were found to be over-represented within the QTL peaks. CONCLUSIONS Intensity is genetically the best morphological measure of tomato root AMF colonization. Wild alleles can improve AMF colonization, and the gene contents of AMF colonization QTLs might be important for explaining the establishment and functioning of the AMF-plant symbiosis.
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Affiliation(s)
- Katia Plouznikoff
- Université catholique de Louvain, Earth and Life Institute, Mycology, Louvain-la-Neuve, Belgium
| | - Maria J Asins
- Instituto Valenciano de Investigaciones Agrarias, Moncada, Valencia, Spain
| | | | - Emilio A Carbonell
- Instituto Valenciano de Investigaciones Agrarias, Moncada, Valencia, Spain
| | - Stéphane Declerck
- Université catholique de Louvain, Earth and Life Institute, Mycology, Louvain-la-Neuve, Belgium
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Lee SJ, Morse D, Hijri M. Holobiont chronobiology: mycorrhiza may be a key to linking aboveground and underground rhythms. MYCORRHIZA 2019; 29:403-412. [PMID: 31190278 DOI: 10.1007/s00572-019-00903-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Accepted: 06/05/2019] [Indexed: 06/09/2023]
Abstract
Circadian clocks are nearly ubiquitous timing mechanisms that can orchestrate rhythmic behavior and gene expression in a wide range of organisms. Clock mechanisms are becoming well understood in fungal, animal, and plant model systems, yet many of these organisms are surrounded by a complex and diverse microbiota which should be taken into account when examining their biology. Of particular interest are the symbiotic relationships between organisms that have coevolved over time, forming a unit called a holobiont. Several studies have now shown linkages between the circadian rhythms of symbiotic partners. Interrelated regulation of holobiont circadian rhythms seems thus important to coordinate shifts in activity over the day for all the partners. Therefore, we suggest that the classical view of "chronobiological individuals" should include "a holobiont" rather than an organism. Unfortunately, mechanisms that may regulate interspecies temporal acclimation and the evolution of the circadian clock in holobionts are far from being understood. For the plant holobiont, our understanding is particularly limited. In this case, the holobiont encompasses two different ecosystems, one above and the other below the ground, with the two potentially receiving timing information from different synchronizing signals (Zeitgebers). The arbuscular mycorrhizal (AM) symbiosis, formed by plant roots and fungi, is one of the oldest and most widespread associations between organisms. By mediating the nutritional flux between the plant and the many microbes in the soil, AM symbiosis constitutes the backbone of the plant holobiont. Even though the importance of the AM symbiosis has been well recognized in agricultural and environmental sciences, its circadian chronobiology remains almost completely unknown. We have begun to study the circadian clock of arbuscular mycorrhizal fungi, and we compile and here discuss the available information on the subject. We propose that analyzing the interrelated temporal organization of the AM symbiosis and determining its underlying mechanisms will advance our understanding of the role and coordination of circadian clocks in holobionts in general.
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Affiliation(s)
- Soon-Jae Lee
- Institut de Recherche en Biologie Végétale (IRBV), Université de Montréal, 4101 Rue Sherbrooke Est, Montréal, Québec, H1X 2B2, Canada
- Department of Ecology and Evolution, University of Lausanne, 1015, Lausanne, Switzerland
| | - David Morse
- Institut de Recherche en Biologie Végétale (IRBV), Université de Montréal, 4101 Rue Sherbrooke Est, Montréal, Québec, H1X 2B2, Canada
| | - Mohamed Hijri
- Institut de Recherche en Biologie Végétale (IRBV), Université de Montréal, 4101 Rue Sherbrooke Est, Montréal, Québec, H1X 2B2, Canada.
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Korenblum E, Aharoni A. Phytobiome metabolism: beneficial soil microbes steer crop plants' secondary metabolism. PEST MANAGEMENT SCIENCE 2019; 75:2378-2384. [PMID: 30973666 DOI: 10.1002/ps.5440] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/26/2019] [Revised: 03/30/2019] [Accepted: 04/11/2019] [Indexed: 05/24/2023]
Abstract
Crops are negatively affected by abiotic and biotic stresses, however, plant-microbe cooperation allows prompt buffering of these environmental changes. Microorganisms exhibit an extensive metabolic capability to assist plants in reducing these burdens. Interestingly, beneficial microbes may also trigger, at the host side, a sequence of events from signal perception to metabolic responses leading to stress tolerance or protection against biotic threats. Although plants are well known for their vast chemical diversity, plant-microbial interactions often stimulate the production of a rich and different repertoire of metabolites in plants. The targeted microbial-plant interactions reprogramming plant metabolism represent potential means to foster various pest managements. However, the molecular mechanisms of microbial modulation of plant metabolic plasticity are still poorly understood. Here, we review an increasing amount of reports providing evidence for alterations to plant metabolism caused by beneficial microbial colonization. In addition, we highlight the vital importance of these metabolic reprograms for plants under stress erratic conditions. © 2019 Society of Chemical Industry.
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Affiliation(s)
- Elisa Korenblum
- Plant and Environmental Science Department, Weizmann Institute of Science, 234 Herzl Street, POB 26, Rehovot, Israel
| | - Asaph Aharoni
- Plant and Environmental Science Department, Weizmann Institute of Science, 234 Herzl Street, POB 26, Rehovot, Israel
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Balestrini R, Rosso LC, Veronico P, Melillo MT, De Luca F, Fanelli E, Colagiero M, di Fossalunga AS, Ciancio A, Pentimone I. Transcriptomic Responses to Water Deficit and Nematode Infection in Mycorrhizal Tomato Roots. Front Microbiol 2019; 10:1807. [PMID: 31456765 PMCID: PMC6700261 DOI: 10.3389/fmicb.2019.01807] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Accepted: 07/22/2019] [Indexed: 11/13/2022] Open
Abstract
Climate changes include the intensification of drought in many parts of the world, increasing its frequency, severity and duration. However, under natural conditions, environmental stresses do not occur alone, and, in addition, more stressed plants may become more susceptible to attacks by pests and pathogens. Studies on the impact of the arbuscular mycorrhizal (AM) symbiosis on tomato response to water deficit showed that several drought-responsive genes are differentially regulated in AM-colonized tomato plants (roots and leaves) during water deficit. To date, global changes in mycorrhizal tomato root transcripts under water stress conditions have not been yet investigated. Here, changes in root transcriptome in the presence of an AM fungus, with or without water stress (WS) application, have been evaluated in a commercial tomato cultivar already investigated for the water stress response during AM symbiosis. Since root-knot nematodes (RKNs, Meloidogyne incognita) are obligate endoparasites and cause severe yield losses in tomato, the impact of the AM fungal colonization on RKN infection at 7 days post-inoculation was also evaluated. Results offer new information about the response to AM symbiosis, highlighting a functional redundancy for several tomato gene families, as well as on the tomato and fungal genes involved in WS response during symbiosis, underlying the role of the AM fungus. Changes in the expression of tomato genes related to nematode infection during AM symbiosis highlight a role of AM colonization in triggering defense responses against RKN in tomato. Overall, new datasets on the tomato response to an abiotic and biotic stress during AM symbiosis have been obtained, providing useful data for further researches.
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Affiliation(s)
- Raffaella Balestrini
- Consiglio Nazionale delle Ricerche, Istituto per la Protezione Sostenibile delle Piante, Turin, Italy
| | - Laura C Rosso
- Consiglio Nazionale delle Ricerche, Istituto per la Protezione Sostenibile delle Piante, Turin, Italy
| | - Pasqua Veronico
- Consiglio Nazionale delle Ricerche, Istituto per la Protezione Sostenibile delle Piante, Turin, Italy
| | - Maria Teresa Melillo
- Consiglio Nazionale delle Ricerche, Istituto per la Protezione Sostenibile delle Piante, Turin, Italy
| | - Francesca De Luca
- Consiglio Nazionale delle Ricerche, Istituto per la Protezione Sostenibile delle Piante, Turin, Italy
| | - Elena Fanelli
- Consiglio Nazionale delle Ricerche, Istituto per la Protezione Sostenibile delle Piante, Turin, Italy
| | - Mariantonietta Colagiero
- Consiglio Nazionale delle Ricerche, Istituto per la Protezione Sostenibile delle Piante, Turin, Italy
| | | | - Aurelio Ciancio
- Consiglio Nazionale delle Ricerche, Istituto per la Protezione Sostenibile delle Piante, Turin, Italy
| | - Isabella Pentimone
- Consiglio Nazionale delle Ricerche, Istituto per la Protezione Sostenibile delle Piante, Turin, Italy
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Fileccia V, Ingraffia R, Amato G, Giambalvo D, Martinelli F. Identification of microRNAS differentially regulated by water deficit in relation to mycorrhizal treatment in wheat. Mol Biol Rep 2019; 46:5163-5174. [PMID: 31327121 DOI: 10.1007/s11033-019-04974-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2019] [Accepted: 07/09/2019] [Indexed: 11/29/2022]
Abstract
Arbuscular mycorrhizal fungi (AMF) are soil microrganisms that establish symbiosis with plants positively influencing their resistance to abiotic stresses. The aim of this work was to identify wheat miRNAs differentially regulated by water deficit conditions in presence or absence of AMF treatment. Small RNA libraries were constructed for both leaf and root tissues considering four conditions: control (irrigated) or water deficit in presence/absence of mycorrhizal (AMF) treatment. A total of 12 miRNAs were significantly regulated by water deficit in leaves: five in absence and seven in presence of AMF treatment. In roots, three miRNAs were water deficit-modulated in absence of mycorrhizal treatment while six were regulated in presence of it. The most represented miRNA family was miR167 that was regulated by water deficit in both leaf and root tissues. Interestingly, miR827-5p was differentially regulated in leaves in the absence of mycorrhizal treatment while it was water deficit-modulated in roots irrespective of AMF treatment. In roots, water deficit repressed miR827-5p, miR394, miR6187, miR167e-3p, and miR9666b-3p affecting transcription, RNA synthesis, protein synthesis, and protein modifications. In leaves, mycorrhizae modulated miR5384-3p and miR156e-3p affecting trafficking and cell redox homeostasis. DNA replication and transcription regulation should be targeted by the repression of miR1432-5p and miR166h-3p. This work provided interesting insights into the post-transcriptional mechanisms of wheat responses to water deficit in relation to mycorrhizal symbiosis.
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Affiliation(s)
- Veronica Fileccia
- Dipartimento di Scienze Agrarie, Alimentari e Forestali, Università degli Studi di Palermo, Palermo, Italy
| | - Rosolino Ingraffia
- Dipartimento di Scienze Agrarie, Alimentari e Forestali, Università degli Studi di Palermo, Palermo, Italy
| | - Gaetano Amato
- Dipartimento di Scienze Agrarie, Alimentari e Forestali, Università degli Studi di Palermo, Palermo, Italy
| | - Dario Giambalvo
- Dipartimento di Scienze Agrarie, Alimentari e Forestali, Università degli Studi di Palermo, Palermo, Italy
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Lucini L, Colla G, Miras Moreno MB, Bernardo L, Cardarelli M, Terzi V, Bonini P, Rouphael Y. Inoculation of Rhizoglomus irregulare or Trichoderma atroviride differentially modulates metabolite profiling of wheat root exudates. PHYTOCHEMISTRY 2019; 157:158-167. [PMID: 30408729 DOI: 10.1016/j.phytochem.2018.10.033] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2018] [Revised: 10/22/2018] [Accepted: 10/27/2018] [Indexed: 05/03/2023]
Abstract
Root exudation patterns are linked to, among other things, plant growth, plant-microbe interaction and the priming effect. In this work, two complementary metabolomic approaches (both liquid and gas chromatography coupled to mass spectrometry) were applied to investigate the modulation of root exudation imposed by two beneficial fungi (substrate treatment of Trichoderma atroviride AT10, substrate application of Rhizoglomus irregulare BEG72 and seed treatment with T. atroviride AT10) on wheat (Triticum aestivum L.). The inoculation with R. irregulare elicited significant increases (by 18%, 39% and 20%) in the shoot, root dry biomass and root-to-shoot ratio compared to untreated plants, whereas inoculation with T. atroviride, as a substrate drench or as a seed coating, exhibited intermediate values for these parameters. The metabolomic approach demonstrated a broad chemical diversity, with more than 2900 compounds annotated in the root exudates. Overall, the Orthogonal Projections to Latent Structures Discriminant Analysis (OPLS-DA) supervised modelling highlighted a distinctive modulation of the metabolic profile in the root exudates as a function of both fungal inoculation and means of application. Most of the differences could be ascribed to lipids (sterols and membrane lipids), phenolic compounds and terpenoids, siderophores and chelating acids, derivatives of amino acids and phytohormones, and as such, the interaction between the wheat roots and beneficial fungi resulted in a complex response in terms of root exudates, likely involving a cascade of processes. Nonetheless, the changes imposed by plant-microbe interactions can contribute to the support of the biostimulant effects of both T. atroviride and R. irregulare.
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Affiliation(s)
- Luigi Lucini
- Department for Sustainable Food Process, Research Centre for Nutrigenomics and Proteomics, Università Cattolica del Sacro Cuore, Piacenza, Italy.
| | - Giuseppe Colla
- Department of Agriculture and Forest Sciences, University of Tuscia, Viterbo, Italy
| | - Maria Begoña Miras Moreno
- Department for Sustainable Food Process, Research Centre for Nutrigenomics and Proteomics, Università Cattolica del Sacro Cuore, Piacenza, Italy
| | - Letizia Bernardo
- Department for Sustainable Food Process, Research Centre for Nutrigenomics and Proteomics, Università Cattolica del Sacro Cuore, Piacenza, Italy
| | - Mariateresa Cardarelli
- Consiglio per la ricerca in agricoltura e l'analisi dell'economia agraria, Centro di Ricerca Orticoltura e Florovivaismo, Pontecagnano, Italy
| | - Valeria Terzi
- Consiglio per la ricerca in agricoltura e l'analisi dell'economia agraria, Centro di Ricerca Genomica e Bioinformatica, Fiorenzuola d'Arda, Italy
| | | | - Youssef Rouphael
- Department of Agricultural Sciences, University of Naples Federico II, Portici, Italy
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57
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Abdelhamid MT, El-Masry RR, Darwish DS, Abdalla MMF, Oba S, Ragab R. The Mechanisms Involved in Improving the Tolerance of Plants to Salt Stress Using Arbuscular Mycorrhizal Fungi. SOIL BIOLOGY 2019. [DOI: 10.1007/978-3-030-18975-4_13] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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58
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Yang G, Wagg C, Veresoglou SD, Hempel S, Rillig MC. How Soil Biota Drive Ecosystem Stability. TRENDS IN PLANT SCIENCE 2018; 23:1057-1067. [PMID: 30287162 DOI: 10.1016/j.tplants.2018.09.007] [Citation(s) in RCA: 71] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/23/2018] [Revised: 09/06/2018] [Accepted: 09/11/2018] [Indexed: 05/04/2023]
Abstract
High biodiversity aboveground tends to increase the stability of ecosystem functioning when faced with a changing environment. However, whether and how soil biota affect ecosystem stability is less clear. Here, we introduce a framework for understanding the effects of soil biota on variation in ecosystem functioning under environmental changes. We conclude that soil biota may be a neglected factor determining ecosystem stability through their direct and indirect effects on plant diversity, the net productivity of an ecosystem, and compensatory dynamics among plant species, and via altering ecosystem resistance and resilience. Furthermore, future research needs to consider that effects of soil biota on ecosystem stability will vary depending on extrinsic factors, and for a given perturbation and ecosystem function.
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Affiliation(s)
- Gaowen Yang
- Institut für Biologie, Freie Universität Berlin, D-14195 Berlin, Germany; Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), D-14195 Berlin, Germany; College of Agro-grassland Science, Nanjing Agricultural University, Nanjing 210095, China.
| | - Cameron Wagg
- Department of Evolutionary Biology and Environmental Studies, University of Zürich, Zürich CH 8057, Switzerland; Fredericton Research and Development Centre, Agriculture and Agri-Food Canada, 850 Lincoln Road, P.O. Box 20280, Fredericton, E3B 4Z7 New Brunswick, Canada
| | - Stavros D Veresoglou
- Institut für Biologie, Freie Universität Berlin, D-14195 Berlin, Germany; Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), D-14195 Berlin, Germany
| | - Stefan Hempel
- Institut für Biologie, Freie Universität Berlin, D-14195 Berlin, Germany; Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), D-14195 Berlin, Germany
| | - Matthias C Rillig
- Institut für Biologie, Freie Universität Berlin, D-14195 Berlin, Germany; Berlin-Brandenburg Institute of Advanced Biodiversity Research (BBIB), D-14195 Berlin, Germany
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59
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Martin FM, Harrison MJ, Lennon S, Lindahl B, Öpik M, Polle A, Requena N, Selosse MA. Cross-scale integration of mycorrhizal function. THE NEW PHYTOLOGIST 2018; 220:941-946. [PMID: 30408219 DOI: 10.1111/nph.15493] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Affiliation(s)
- Francis M Martin
- INRA, Université de Lorraine, UMR Interactions Arbres/Micro-Organismes, INRA-Centre Grand Est, Champenoux, 54280, France
| | | | - Sarah Lennon
- New Phytologist Central Office, Bailrigg House, Lancaster University, Lancaster, LA1 4YE, UK
| | - Björn Lindahl
- Department of Soil and Environment, Swedish University of Agricultural Sciences, Box 7014, Uppsala, SE-750 07, Sweden
| | - Maarja Öpik
- Department of Botany, Institute of Ecology and Earth Sciences, 40 Lai St., Tartu, 51005, Estonia
| | - Andrea Polle
- Forest Botany and Tree Physiology, University of Goettingen, Goettingen, 37077, Germany
| | - Natalia Requena
- Molecular Phytopathology Department, Karlsruhe Institute of Technology, Fritz Haber-Weg 4, Geb. 30.43, 2. OG, Karlsruhe, D-76131, Germany
| | - Marc-André Selosse
- Département Systématique et Evolution, Muséum national d'Histoire naturelle, UMR 7205 ISYEB, CP 50, 45 rue Buffon, Paris, 75005, France
- Faculty of Biology, University of Gdańsk, ul. Wita Stwosza 59, 80-308, Gdańsk, Poland
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Volpe V, Chitarra W, Cascone P, Volpe MG, Bartolini P, Moneti G, Pieraccini G, Di Serio C, Maserti B, Guerrieri E, Balestrini R. The Association With Two Different Arbuscular Mycorrhizal Fungi Differently Affects Water Stress Tolerance in Tomato. FRONTIERS IN PLANT SCIENCE 2018; 9:1480. [PMID: 30356724 PMCID: PMC6189365 DOI: 10.3389/fpls.2018.01480] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2018] [Accepted: 09/21/2018] [Indexed: 05/25/2023]
Abstract
Arbuscular mycorrhizal (AM) fungi are very widespread, forming symbiotic associations with ∼80% of land plant species, including almost all crop plants. These fungi are considered of great interest for their use as biofertilizer in low-input and organic agriculture. In addition to an improvement in plant nutrition, AM fungi have been reported to enhance plant tolerance to important abiotic and biotic environmental conditions, especially to a reduced availability of resources. These features, to be exploited and applied in the field, require a thorough identification of mechanisms involved in nutrient transfer, metabolic pathways induced by single and multiple stresses, physiological and eco-physiological mechanisms resulting in improved tolerance. However, cooperation between host plants and AM fungi is often related to the specificity of symbiotic partners, the environmental conditions and the availability of resources. In this study, the impact of two AM fungal species (Funneliformis mosseae and Rhizophagus intraradices) on the water stress tolerance of a commercial tomato cultivar (San Marzano nano) has been evaluated in pots. Biometric and eco-physiological parameters have been recorded and gene expression analyses in tomato roots have been focused on plant and fungal genes involved in inorganic phosphate (Pi) uptake and transport. R. intraradices, which resulted to be more efficient than F. mosseae to improve physiological performances, was selected to assess the role of AM symbiosis on tomato plants subjected to combined stresses (moderate water stress and aphid infestation) in controlled conditions. A positive effect on the tomato indirect defense toward aphids in terms of enhanced attraction of their natural enemies was observed, in agreement with the characterization of volatile organic compound (VOC) released. In conclusion, our results offer new insights for understanding the molecular and physiological mechanisms involved in the tolerance toward water deficit as mediated by a specific AM fungus. Moreover, they open new perspectives for the exploitation of AM symbiosis to enhance crop tolerance to abiotic and biotic stresses in a scenario of global change.
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Affiliation(s)
- Veronica Volpe
- Department of Life Sciences and Systems Biology, University of Turin, Turin, Italy
| | - Walter Chitarra
- Council for Agricultural Research and Economics, Centre of Viticulture and Enology Research, Conegliano, Italy
| | - Pasquale Cascone
- National Research Council, Institute for Sustainable Plant Protection, Turin-Florence-Portici (NA) Units, Portici, Italy
| | | | - Paola Bartolini
- National Research Council, Institute for Sustainable Plant Protection, Turin-Florence-Portici (NA) Units, Portici, Italy
| | - Gloriano Moneti
- Department of Health Sciences, University of Florence, Florence, Italy
| | | | - Claudia Di Serio
- Geriatric Intensive Care Unit, Experimental and Clinical Medicine Department, University of Florence, AOU Careggi, Florence, Italy
| | - Biancaelena Maserti
- National Research Council, Institute for Sustainable Plant Protection, Turin-Florence-Portici (NA) Units, Portici, Italy
| | - Emilio Guerrieri
- National Research Council, Institute for Sustainable Plant Protection, Turin-Florence-Portici (NA) Units, Portici, Italy
| | - Raffaella Balestrini
- National Research Council, Institute for Sustainable Plant Protection, Turin-Florence-Portici (NA) Units, Portici, Italy
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