1
|
Petruccelli R, Giordano C, Beghè D, Arcidiaco L, Bonetti A, Ieri F, Rodolfi M, Ganino T. Description of Ficus carica L. Italian Cultivars II: Genetic and Chemical Analysis. PLANTS (BASEL, SWITZERLAND) 2025; 14:1238. [PMID: 40284126 PMCID: PMC12030046 DOI: 10.3390/plants14081238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/03/2025] [Revised: 04/04/2025] [Accepted: 04/14/2025] [Indexed: 04/29/2025]
Abstract
Ficus carica L., present in Italy since ancient times, is represented by numerous cultivars grown in both southern and central regions. In recent years, local accessions, as a source of genetic biodiversity, have gained increasing interest for both genetic conservation and their agronomic characteristics, which are well suited for 'sustainable agriculture'. Based on these considerations, we conducted a parallel study combining the genetic analysis (SSRs marker) and chemical profiling (polyphenols and antioxidant capacity) of fig leaves to characterize 15 cultivars of the Tuscany region. A genetic analysis performed using seven SSR oligonucleotide primers successfully allowed the discrimination of the cultivars studied, with primers MFC2, MFC3, and LMFC30 exhibiting the highest polymorphism. The phytochemical profiling of the leaves, conducted by HPLC-DAD-TOF-MS, revealed 17 phenolic compounds, among which caffeic acid derivatives were the most abundant. The psolaren compound was absent only in Gigante di Carmignano cv. The antiradical capacity varied among cultivars, with Perticone, Brogiotto Nero, and Paradiso exhibiting the highest antiradical capacity. Additionally, Brogiotto Bianco, Corbo, Dottato, Paradiso, Pecciolo Nero, and Verdino contained the highest concentrations of total sugars. Statistically significant differences were observed in total polyphenol content (values ranging from 14.1 to 36.6 mgGAE/gDW) and in flavonoid content (ranging from 25.7 to 52.3 mgQE/gDW). In terms of sugars, the sum of fructose, glucose, and sucrose ranged from 20.60 (Bianco di Carmignano) to 49.24 mg g-1 (Verdino), with fructose present in the highest amounts. In conclusion, the 15 cultivars were completely characterized genetically and chemically, offering valuable insights for both conservation strategies and agricultural applications.
Collapse
Affiliation(s)
- Raffaella Petruccelli
- Institute of BioEconomy, CNR, Via Madonna del Piano 10, Sesto Fiorentino, 50019 Florence, Italy; (R.P.); (C.G.); (L.A.)
| | - Cristiana Giordano
- Institute of BioEconomy, CNR, Via Madonna del Piano 10, Sesto Fiorentino, 50019 Florence, Italy; (R.P.); (C.G.); (L.A.)
| | - Deborah Beghè
- Economics and Management Department, University of Parma, Via J.F. Kennedy 6, 43125 Parma, Italy
| | - Lorenzo Arcidiaco
- Institute of BioEconomy, CNR, Via Madonna del Piano 10, Sesto Fiorentino, 50019 Florence, Italy; (R.P.); (C.G.); (L.A.)
| | - Alessandra Bonetti
- Research Institute on Terrestrial Ecosystems, National Research Council (CNR-IRET), Via Madonna del Piano n. 10, Sesto Fiorentino, 50019 Florence, Italy
| | - Francesca Ieri
- Institute of Biosciences and Bioresources (CNR-IBBR), Via Madonna del Piano n. 10, Sesto Fiorentino, 50019 Florence, Italy;
| | - Margherita Rodolfi
- Food and Drug Department, University of Parma, Parco Area Delle Scienze, 27/a, 43124 Parma, Italy; (M.R.); (T.G.)
| | - Tommaso Ganino
- Food and Drug Department, University of Parma, Parco Area Delle Scienze, 27/a, 43124 Parma, Italy; (M.R.); (T.G.)
| |
Collapse
|
2
|
Sadka A, Walker CH, Haim D, Bennett T. Just enough fruit: understanding feedback mechanisms during sexual reproductive development. JOURNAL OF EXPERIMENTAL BOTANY 2023; 74:2448-2461. [PMID: 36724082 PMCID: PMC10112685 DOI: 10.1093/jxb/erad048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Accepted: 01/31/2023] [Indexed: 06/06/2023]
Abstract
The fruit and seed produced by a small number of crop plants provide the majority of food eaten across the world. Given the growing global population, there is a pressing need to increase yields of these crops without using more land or more chemical inputs. Many of these crops display prominent 'fruit-flowering feedbacks', in which fruit produced early in sexual reproductive development can inhibit the production of further fruit by a range of mechanisms. Understanding and overcoming these feedbacks thus presents a plausible route to increasing crop yields 'for free'. In this review, we define three key types of fruit-flowering feedback, and examine how frequent they are and their effects on reproduction in a wide range of both wild and cultivated species. We then assess how these phenomenologically distinct phenomena might arise from conserved phytohormonal signalling events, particularly the export of auxin from growing organs. Finally, we offer some thoughts on the evolutionary basis for these self-limiting sexual reproductive patterns, and whether they are also present in the cereal crops that fundamentally underpin global diets.
Collapse
Affiliation(s)
| | - Catriona H Walker
- School of Biology, Faculty of Biological Sciences, University of Leeds, Leeds LS2 9JT, UK
| | - Dor Haim
- Department of Fruit Tree Sciences, Institute of Plant Sciences, ARO, The Volcani Institute, Rishon Le’Zion 7528809, Israel
- The Robert H. Smith Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, Rehovot, 76100, Israel
| | | |
Collapse
|
3
|
Armbruster GF, Lucek K, Willi Y. Cryptic population structure at the northern range margin of the service tree Sorbus domestica. PeerJ 2022; 10:e14397. [PMID: 36523464 PMCID: PMC9745788 DOI: 10.7717/peerj.14397] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Accepted: 10/24/2022] [Indexed: 12/12/2022] Open
Abstract
Climate change has aroused interest in planting warm- and drought-adapted trees in managed forests and urban areas. An option is to focus on tree species that occur naturally, but have centers of distribution in warmer and drier areas. However, in order to protect the species pool of genetic diversity, efforts of planting and promotion should be informed by knowledge on the local genetic diversity. Here, we studied the macro- and micro-scale population genetic structure of the rare European fruit tree Sorbus domestica at its northern range margin, in western Switzerland. New microsatellite data were combined with published data from across the European distribution of the species. Analyses revealed the presence of mainly one of two species-wide ancestral clusters, i.e., the western European cluster, with evidence that it consists of two cryptic sub-clusters. Average pairwise F ST of 0.118 was low across the range, and only allelic richness was reduced in the northern margin compared to more southern and southeastern areas of Europe. Based on our finding of considerable genetic diversity of the species in western and northern Switzerland, we suggest that a national propagation program should focus on collecting seeds from natural, high-density tree stands and propagate locally. More generally, our study shows that rare tree species in marginal areas of their distributions do not necessarily have low genetic diversity or heightened levels of inbreeding, and in those cases probably need no assisted migration in efforts to propagate them.
Collapse
Affiliation(s)
| | - Kay Lucek
- Department of Environmental Sciences, University of Basel, Basel, BS, Switzerland
| | - Yvonne Willi
- Department of Environmental Sciences, University of Basel, Basel, BS, Switzerland
| |
Collapse
|
4
|
Vinceti B, Elias M, Azimov R, Turdieva M, Aaliev S, Bobokalonov F, Butkov E, Kaparova E, Mukhsimov N, Shamuradova S, Turgunbaev K, Azizova N, Loo J. Home gardens of Central Asia: Reservoirs of diversity of fruit and nut tree species. PLoS One 2022; 17:e0271398. [PMID: 35901122 PMCID: PMC9333230 DOI: 10.1371/journal.pone.0271398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Accepted: 06/29/2022] [Indexed: 11/18/2022] Open
Abstract
Central Asia is an important center of origin for many globally valued fruit and nut tree species. Forest degradation and deforestation are cause for concern for the conservation of these valuable species, now confined to small remnant populations. Home gardens have the important function of sustaining household food consumption and income generation, and can potentially play a critical role in conserving diversity of fruit and nut trees. These systems have been very poorly documented in the scientific literature. This study contributes to filling this gap by describing the diversity of fruit and nut trees in home gardens of Kyrgyzstan, Uzbekistan, and Tajikistan, examining their dynamic flow of planting material and its sources, understanding their future prospects, and looking at significant differences between the three countries. Home gardens show a similar portfolio of the most abundant tree species (apple, apricot, walnut, pear, and plum). Although the diversity of tree species and varieties recorded is significant, small population sizes can limit future possibilities for this diversity to thrive, given the pressure on natural stands and on habitats where the preferred species are found. Furthermore, the selection of species and varieties to be planted in home gardens is increasingly influenced by market opportunities and availability of exotic material. Some of the most abundant tree species recorded are represented largely by exotic varieties (apple, pear), while others (e.g., apricot, walnut, plum) are still mainly characterized by traditional local varieties that are not formally registered. Home gardens continue to play a critical role in rural livelihoods and in national economies, and many rural inhabitants still aspire to maintain them. Thus, home gardens should be integrated in national research and extension systems and closely linked to national conservation efforts. Changes and possible declines in the diversity they host, their health status, and resilience should be carefully monitored.
Collapse
Affiliation(s)
| | | | | | | | - Sagynbek Aaliev
- Kyrgyz National Agrarian University named after K. I. Skryabin, Bishkek, Kyrgyzstan
| | - Farhod Bobokalonov
- Institute of Horticulture and Vegetable Growing of Tajik Academy of Agricultural Sciences, Dushanbe, Tajikistan
| | - Evgeniy Butkov
- Republican Scientific and Production Center of Ornamental Gardening and Forestry, Tashkent, Uzbekistan
| | - Elmira Kaparova
- Kyrgyz National Agrarian University named after K. I. Skryabin, Bishkek, Kyrgyzstan
| | - Nurullo Mukhsimov
- Republican Scientific and Production Center of Ornamental Gardening and Forestry, Tashkent, Uzbekistan
| | - Svetlana Shamuradova
- Institute of Horticulture and Vegetable Growing of Tajik Academy of Agricultural Sciences, Dushanbe, Tajikistan
| | | | - Nodira Azizova
- National University of Uzbekistan named after Mirzo Ulugbek, Tashkent, Uzbekistan
| | - Judy Loo
- Bioversity International, Rome, Italy
| |
Collapse
|
5
|
Micropropagation of Plum (Prunus domestica L.) in Bioreactors Using Photomixotrophic and Photoautotrophic Conditions. HORTICULTURAE 2022. [DOI: 10.3390/horticulturae8040286] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
In this study, we propagated two old Galician plum varieties in liquid medium using a temporary immersion system with RITA© bioreactors. Environmental variables including culture system, light intensity, CO2 enrichment, immersion frequency and sucrose supplementation were evaluated in relation to in vitro proliferation, physiological status and ex vitro performance. Bioreactors were superior to jars for culturing shoots in photomixotrophic conditions, producing up to 2 times more shoot numbers and up to 1.7 times more shoot length (depending on the genotype) using shoot clusters. The number and quality of shoots were positively influenced by the sucrose concentration in the medium, plus by the light and gaseous environment. For individual apical sections the best response occurred with 3% sucrose, 150 µmol m−2 s−1 photosynthetic photon flux density and 2000 ppm CO2, averaging 2.5 shoots per explant, 26 mm shoot length and 240 mm2 leaf area, while with 50 µmol m−2 s−1 light and ambient CO2 (400 ppm) values decreased to 1.2 shoots per explant, 14 mm of shoot length and 160 mm2 of leaf area. Shoots cultured photoautotrophically (without sucrose) were successfully rooted and acclimated despite of showing limited growth, low photosynthetic pigments, carbohydrate, phenolic and antioxidant contents during the multiplication phase.
Collapse
|
6
|
Abstract
Plums are a large group of closely related stone fruit species and hybrids of worldwide economic importance and diffusion. This review deals with the main aspects concerning plum agrobiodiversity and its relationship with current and potential contributions offered by breeding in enhancing plum varieties. The most recent breeding achievements are revised according to updated information proceeding from relevant scientific reports and official inventories of plum genetic resources. A special emphasis has been given to the potential sources of genetic traits of interest for breeding programs as well as to the need for efficient and coordinated efforts aimed at efficaciously preserving the rich and underexploited extant plum agrobiodiversity. The specific objective of this review was to: (i) analyze and possibly evaluate the degree of biodiversity existing in the cultivated plum germplasm, (ii) examine the set of traits of prominent agronomic and pomological interest currently targeted by the breeders, and (iii) determine how and to what extent this germplasm was appropriately exploited in breeding programs or could represent concrete prospects for the future.
Collapse
|
7
|
Liang Q, Song K, Lu M, Dai T, Yang J, Wan J, Li L, Chen J, Zhan R, Wang S. Transcriptome and Metabolome Analyses Reveal the Involvement of Multiple Pathways in Flowering Intensity in Mango. FRONTIERS IN PLANT SCIENCE 2022; 13:933923. [PMID: 35909785 PMCID: PMC9330041 DOI: 10.3389/fpls.2022.933923] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2022] [Accepted: 06/13/2022] [Indexed: 05/19/2023]
Abstract
Mango (Mangifera indica L.) is famous for its sweet flavor and aroma. China is one of the major mango-producing countries. Mango is known for variations in flowering intensity that impacts fruit yield and farmers' profitability. In the present study, transcriptome and metabolome analyses of three cultivars with different flowering intensities were performed to preliminarily elucidate their regulatory mechanisms. The transcriptome profiling identified 36,242 genes. The major observation was the differential expression patterns of 334 flowering-related genes among the three mango varieties. The metabolome profiling detected 1,023 metabolites that were grouped into 11 compound classes. Our results show that the interplay of the FLOWERING LOCUS T and CONSTANS together with their upstream/downstream regulators/repressors modulate flowering robustness. We found that both gibberellins and auxins are associated with the flowering intensities of studied mango varieties. Finally, we discuss the roles of sugar biosynthesis and ambient temperature pathways in mango flowering. Overall, this study presents multiple pathways that can be manipulated in mango trees regarding flowering robustness.
Collapse
Affiliation(s)
- Qingzhi Liang
- Key Laboratory of Tropical Fruit Biology, Ministry of Agriculture, South Subtropical Crops Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang, China
- *Correspondence: Qingzhi Liang
| | - Kanghua Song
- Key Laboratory of Tropical Fruit Biology, Ministry of Agriculture, South Subtropical Crops Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang, China
| | - Mingsheng Lu
- Key Laboratory of Tropical Fruit Biology, Ministry of Agriculture, South Subtropical Crops Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang, China
- College of Tropical Crops, Yunnan Agricultural University, Puer, China
| | - Tao Dai
- Key Laboratory of Tropical Fruit Biology, Ministry of Agriculture, South Subtropical Crops Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang, China
- College of Tropical Crops, Yunnan Agricultural University, Puer, China
| | - Jie Yang
- Zhanjiang Experimental Station, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang, China
| | - Jiaxin Wan
- Key Laboratory of Tropical Fruit Biology, Ministry of Agriculture, South Subtropical Crops Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang, China
- College of Agriculture, Guangxi University, Nanning, China
| | - Li Li
- Key Laboratory of Tropical Fruit Biology, Ministry of Agriculture, South Subtropical Crops Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang, China
| | - Jingjing Chen
- Key Laboratory of Tropical Fruit Biology, Ministry of Agriculture, South Subtropical Crops Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang, China
| | - Rulin Zhan
- Haikou Experimental Station, Chinese Academy of Tropical Agricultural Sciences, Haikou, China
- Rulin Zhan
| | - Songbiao Wang
- Key Laboratory of Tropical Fruit Biology, Ministry of Agriculture, South Subtropical Crops Research Institute, Chinese Academy of Tropical Agricultural Sciences, Zhanjiang, China
- Songbiao Wang
| |
Collapse
|
8
|
Wang SH, Chen J, Yang W, Hua M, Ma YP. Fruiting character variability in wild individuals of Malania oleifera, a highly valued endemic species. Sci Rep 2021; 11:23605. [PMID: 34880377 PMCID: PMC8655003 DOI: 10.1038/s41598-021-03080-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2021] [Accepted: 11/17/2021] [Indexed: 11/10/2022] Open
Abstract
Malania oleifera (Olacaceae), a tree species endemic to Southwest China, has seed oils enriched with nervonic acid and is therefore good source of this chemical. Because of this, there are promising industrial perspective in the artificial cultivation and use of this species. Understanding the variability in the fruit characters among individuals forms the basis or resource prospection. In the current investigation, fifty-three mature fruiting trees were sampled from two locations with divergent climates (Guangnan and Funing). Morphological characterization of fruits (fruit and stone weight, fruit transverse and longitudinal diameter, stone transverse and longitudinal diameter) was conducted, and the concentration of seed oil and its fatty acid composition were also analyzed in all individuals. Differences in all the morphological characters studied were more significant among individual trees than between different geographic localities, even though these had different climates. Eleven fatty acids were identified contributing between 91.39 and 96.34% of the lipids, and the major components were nervonic acid (38.93–47.24%), octadecenoic acid (26.79–32.08%), docosenoic acid (10.94–17.24%). The seed oil content (proportion of oil in seed kernel) and the proportion of nervonic acid were both higher in Funing, which has a higher average climatic temperature than Guangnan. The concentrations of nervonic acid and octadecenoic acid with the low coefficients of variation in the seed oil of M. oleifera were relatively stable in contrast to the other fatty acids. There were significant positive correlations between fruit morphological characters, but the amount of seed oil and the concentrations of its components were not correlated with any morphological character. This study provides an understanding of morphological variation in wild M. oleifera individuals. Wild individuals with excellent fruit traits could be selected and would make promising candidates for commercial cultivation.
Collapse
Affiliation(s)
- Si-Hai Wang
- Yunnan Provincial Key Laboratory of Forest Plant Cultivation and Utilization, Yunnan Academy of Forestry and Grassland, Kunming, 650201, China. .,Key Laboratory of the State Forestry Administration on Conservation of Rare, Endangered and Endemic Forest Plants, Kunming, 650201, China.
| | - Jian Chen
- Yunnan Provincial Key Laboratory of Forest Plant Cultivation and Utilization, Yunnan Academy of Forestry and Grassland, Kunming, 650201, China.,Key Laboratory of the State Forestry Administration on Conservation of Rare, Endangered and Endemic Forest Plants, Kunming, 650201, China
| | - Wei Yang
- Yunnan Provincial Key Laboratory of Forest Plant Cultivation and Utilization, Yunnan Academy of Forestry and Grassland, Kunming, 650201, China.,Key Laboratory of the State Forestry Administration on Conservation of Rare, Endangered and Endemic Forest Plants, Kunming, 650201, China
| | - Mei Hua
- Yunnan Provincial Key Laboratory of Forest Plant Cultivation and Utilization, Yunnan Academy of Forestry and Grassland, Kunming, 650201, China.,Key Laboratory of the State Forestry Administration on Conservation of Rare, Endangered and Endemic Forest Plants, Kunming, 650201, China
| | - Yong-Peng Ma
- Yunnan Key Laboratory for Integrative Conservation of Plant Species With Extremely Small Populations, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, 650201, China
| |
Collapse
|
9
|
Garcia G, Re B, Orians C, Crone E. By wind or wing: pollination syndromes and alternate bearing in horticultural systems. Philos Trans R Soc Lond B Biol Sci 2021; 376:20200371. [PMID: 34657465 PMCID: PMC8520786 DOI: 10.1098/rstb.2020.0371] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/09/2021] [Indexed: 11/12/2022] Open
Abstract
Cyclical fluctuations in reproductive output are widespread among perennial plants, from multi-year masting cycles in forest trees to alternate bearing in horticultural crops. In natural systems, ecological drivers such as climate and pollen limitation can result in synchrony among plants. Agricultural practices are generally assumed to outweigh ecological drivers that might synchronize alternate-bearing individuals, but this assumption has not been rigorously assessed and little is known about the role of pollen limitation as a driver of synchrony in alternate-bearing crops. We tested whether alternate-bearing perennial crops show signs of alternate bearing at a national scale and whether the magnitude of national-scale alternate bearing differs across pollination syndromes. We analysed the Food and Agriculture Organization of the United Nations time series (1961-2018) of national crop yields across the top-producing countries of 27 alternate-bearing taxa, 6 wind-pollinated and 21 insect-pollinated. Alternate bearing was common in these national data and more pronounced in wind-pollinated taxa, which exhibited a more negative lag-1 autocorrelation and a higher coefficient of variation (CV). We highlight the mutual benefits of integrating ecological theory and agricultural data for (i) advancing our understanding of perennial plant reproduction across time, space and taxa, and (ii) promoting stable farmer livelihoods and global food supply. This article is part of the theme issue 'The ecology and evolution of synchronized seed production in plants'.
Collapse
Affiliation(s)
- Gabriela Garcia
- Department of Biology, Tufts University, Medford MA 02155 USA
| | - Bridget Re
- Department of Biology, Tufts University, Medford MA 02155 USA
| | - Colin Orians
- Department of Biology, Tufts University, Medford MA 02155 USA
| | - Elizabeth Crone
- Department of Biology, Tufts University, Medford MA 02155 USA
| |
Collapse
|
10
|
Bregaglio S, Fischer K, Ginaldi F, Valeriano T, Giustarini L. The HADES Yield Prediction System - A Case Study on the Turkish Hazelnut Sector. FRONTIERS IN PLANT SCIENCE 2021; 12:665471. [PMID: 34163506 PMCID: PMC8216502 DOI: 10.3389/fpls.2021.665471] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Accepted: 05/07/2021] [Indexed: 06/12/2023]
Abstract
Crop yield forecasting activities are essential to support decision making of farmers, private companies and public entities. While standard systems use georeferenced agro-climatic data as input to process-based simulation models, new trends entail the application of machine learning for yield prediction. In this paper we present HADES (HAzelnut yielD forEcaSt), a hazelnut yield prediction system, in which process-based modeling and machine learning techniques are hybridized and applied in Turkey. Official yields in the top hazelnut producing municipalities in 2004-2019 are used as reference data, whereas ground observations of phenology and weather data represent the main HADES inputs. A statistical analysis allows inferring the occurrence and magnitude of biennial bearing in official yields and is used to aid the calibration of a process-based hazelnut simulation model. Then, a Random Forest algorithm is deployed in regression mode using the outputs of the process-based model as predictors, together with information on hazelnut varieties, the presence of alternate bearing in the yield series, and agro-meteorological indicators. HADES predictive ability in calibration and validation was balanced, with relative root mean square error below 20%, and R2 and Nash-Sutcliffe modeling efficiency above 0.7 considering all municipalities together. HADES paves the way for a next-generation yield prediction system, to deliver timely and robust information and enhance the sustainability of the hazelnut sector across the globe.
Collapse
Affiliation(s)
- Simone Bregaglio
- CREA - Council for Agricultural Research and Economics, Research Centre for Agriculture and Environment, Bologna, Italy
| | - Kim Fischer
- Ferrero Hazelnut Company, Ferrero Trading Lux, Senningerberg, Luxembourg
| | - Fabrizio Ginaldi
- CREA - Council for Agricultural Research and Economics, Research Centre for Agriculture and Environment, Bologna, Italy
| | - Taynara Valeriano
- CREA - Council for Agricultural Research and Economics, Research Centre for Agriculture and Environment, Bologna, Italy
| | - Laura Giustarini
- Ferrero Hazelnut Company, Ferrero Trading Lux, Senningerberg, Luxembourg
| |
Collapse
|
11
|
Jupa R, Mészáros M, Plavcová L. Linking wood anatomy with growth vigour and susceptibility to alternate bearing in composite apple and pear trees. PLANT BIOLOGY (STUTTGART, GERMANY) 2021; 23:172-183. [PMID: 32939929 DOI: 10.1111/plb.13182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Accepted: 08/27/2020] [Indexed: 06/11/2023]
Abstract
Excess vegetative growth and irregular fruit-bearing are often undesirable in horticultural practice. However, the biological mechanisms underlying these traits in fruit trees are not fully understood. Here, we tested if growth vigour and susceptibility of apple and pear trees to alternate fruit-bearing are associated with vascular anatomy. We examined anatomical traits related to water transport and nutrient storage in young woody shoots and roots of 15 different scion/rootstock cultivars of apple and pear trees. In addition, soil and leaf water potentials were measured across a drought period. We found a positive correlation between the mean vessel diameter of roots and the annual shoot length. Vigorously growing trees also maintained less negative midday leaf water potential during drought. Furthermore, we observed a close negative correlation between the proportions of total parenchyma in the shoots and the alternate bearing index. Based on anatomical proxies, our results suggest that xylem transport efficiency of rootstocks is linked to growth vigour of both apple and pear trees, while limited carbohydrate storage capacity of scions may be associated with increased susceptibility to alternate bearing. These findings can be useful for the breeding of new cultivars of commercially important fruit trees.
Collapse
Affiliation(s)
- R Jupa
- Department of Biology, Faculty of Science, University of Hradec Králové, Hradec Králové, Czech Republic
| | - M Mészáros
- Research and Breeding Institute of Pomology, Hořice, Czech Republic
| | - L Plavcová
- Department of Biology, Faculty of Science, University of Hradec Králové, Hradec Králové, Czech Republic
| |
Collapse
|
12
|
Sharma N, Singh AK, Singh SK, Mahato AK, Srivastav M, Singh NK. Comparative RNA sequencing based transcriptome profiling of regular bearing and alternate bearing mango (Mangifera indica L.) varieties reveals novel insights into the regulatory mechanisms underlying alternate bearing. Biotechnol Lett 2020; 42:1035-1050. [PMID: 32193655 DOI: 10.1007/s10529-020-02863-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2019] [Accepted: 03/11/2020] [Indexed: 12/24/2022]
Abstract
OBJECTIVE This study is to understand a comprehensive perspective on the molecular mechanisms underlying alternate bearing in mango (Mangifera indica L.) via transcriptome wide gene expression profiling of both regular and irregular mango varieties. RESULTS Transcriptome data of regular (Neelam) and irregular (Dashehari) mango varieties revealed a total of 42,397 genes. Out of that 12,557 significantly differentially expressed genes were identified, of which 6453 were found to be up-regulated and 6104 were found to be down-regulated genes. Further, many of the common unigenes which were involved in hormonal regulation, metabolic processes, oxidative stress, ion homeostasis, alternate bearing etc. showed significant differences between these two different bearing habit varieties. Pathway analysis showed the highest numbers of differentially expressed genes were related with the metabolic processes (523). A total of 26 alternate bearing genes were identified and principally three genes viz; SPL-like gene (GBVX01015803.1), Rumani GA-20-oxidase-like gene (GBVX01019650.1) and LOC103420644 (GBVX01016070.1) were significantly differentially expressed (at log2FC and pval less than 0.05) while, only single gene (gbGBVW01004309.1) related with flowering was found to be differentially expressed. A total of 15 differentially expressed genes from three important pathways viz; alternate bearing, carbohydrate metabolism and hormone synthesis were validated using Real time PCR and results were at par with in silico analysis. CONCLUSIONS Deciphering the differentially expressed genes (DEGs) and potential candidate genes associated with alternate bearing, hormone and carbohydrate metabolism pathways will help for illustrating the molecular mechanisms underlying the bearing tendencies in mango.
Collapse
Affiliation(s)
- Nimisha Sharma
- Division of Fruits and Horticultural Technology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India.
| | - Anand Kumar Singh
- Indian Council of Agricultural Research, Krishi Anusandhan Bhawan-II, Pusa Campus, New Delhi, 110012, India
| | - Sanjay Kumar Singh
- Division of Fruits and Horticultural Technology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Ajay Kumar Mahato
- ICAR-National Institute for Plant Biotechnology, Pusa campus, New Delhi, 110012, India
| | - Manish Srivastav
- Division of Fruits and Horticultural Technology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Nagendra Kumar Singh
- ICAR-National Institute for Plant Biotechnology, Pusa campus, New Delhi, 110012, India
| |
Collapse
|
13
|
Hoijemberg M, Cerdán PD. Epigenetic accounting of a previous harvest. THE NEW PHYTOLOGIST 2020; 225:10-12. [PMID: 31721235 DOI: 10.1111/nph.16258] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Affiliation(s)
- Mauro Hoijemberg
- Fundación Instituto Leloir, IIBBA-CONICET, Avenida Patricias Argentinas 435, 1405-Buenos, Aires, Argentina
- Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Ciudad Universitaria, 1428-Buenos, Aires, Argentina
| | - Pablo D Cerdán
- Fundación Instituto Leloir, IIBBA-CONICET, Avenida Patricias Argentinas 435, 1405-Buenos, Aires, Argentina
- Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Ciudad Universitaria, 1428-Buenos, Aires, Argentina
| |
Collapse
|
14
|
YANG J, CUI J, WU Y, HAN H, CHEN J, YAO J, LIU Y. Comparisons of the active components in four unripe raspberry extracts and their activites. FOOD SCIENCE AND TECHNOLOGY 2019. [DOI: 10.1590/fst.27418] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Affiliation(s)
- Jing YANG
- North University of China, China; Beijing University of Agriculture, China
| | | | | | | | | | | | | |
Collapse
|
15
|
Period-3 dominant phase synchronisation of Zelkova serrata: border-collision bifurcation observed in a plant population. Sci Rep 2019; 9:15568. [PMID: 31666538 PMCID: PMC6821922 DOI: 10.1038/s41598-019-50815-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Accepted: 09/19/2019] [Indexed: 11/09/2022] Open
Abstract
The population synchrony of tree seed production has attracted widespread attention in agriculture, forestry and ecosystem management. Oaks usually show synchronisation of irregular or intermittent sequences of acorn production, which is termed 'masting'. Tree crops such as citrus and pistachio show a clear two-year cycle (period-2) termed 'alternate bearing'. We identified period-3 dominant phase synchronisation in a population of Zelkova serrata. As 'period-3' is known to provide evidence to imply chaos in nonlinear science, the observed period-3 phase synchronisation of Zelkova serrata is an attractive real-world phenomenon that warrants investigation in terms of nonlinear dynamics. Using the Hilbert transform, we proposed a procedure to determine the fractions of periods underlying the survey data and distinguished the on-year (high yield year) and the off-year (low yield year) of the masting. We quantified the effects of pollen coupling, common environmental noise and individual variability on the phase synchronisation and demonstrated how the period-3 synchronisation emerges through a border-collision bifurcation process. In this paper, we propose a model that can describe diverse behaviours of seed production observed in many different tree species by changing its parameters.
Collapse
|
16
|
Dawson IK, Powell W, Hendre P, Bančič J, Hickey JM, Kindt R, Hoad S, Hale I, Jamnadass R. The role of genetics in mainstreaming the production of new and orphan crops to diversify food systems and support human nutrition. THE NEW PHYTOLOGIST 2019; 224:37-54. [PMID: 31063598 DOI: 10.1111/nph.15895] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/15/2019] [Accepted: 04/28/2019] [Indexed: 05/27/2023]
Abstract
Especially in low-income nations, new and orphan crops provide important opportunities to improve diet quality and the sustainability of food production, being rich in nutrients, capable of fitting into multiple niches in production systems, and relatively adapted to low-input conditions. The evolving space for these crops in production systems presents particular genetic improvement requirements that extensive gene pools are able to accommodate. Particular needs for genetic development identified in part with plant breeders relate to three areas of fundamental importance for addressing food production and human demographic trends and associated challenges, namely: facilitating integration into production systems; improving the processability of crop products; and reducing farm labour requirements. Here, we relate diverse involved target genes and crop development techniques. These techniques include transgressive methods that involve defining exemplar crop models for effective new and orphan crop improvement pathways. Research on new and orphan crops not only supports the genetic improvement of these crops, but they serve as important models for understanding crop evolutionary processes more broadly, guiding further major crop evolution. The bridging position of orphan crops between new and major crops provides unique opportunities for investigating genetic approaches for de novo domestications and major crop 'rewildings'.
Collapse
Affiliation(s)
- Ian K Dawson
- Scotland's Rural College (SRUC), Kings Buildings, West Mains Road, Edinburgh, EH9 3JG, UK
- World Agroforestry (ICRAF), Headquarters, PO Box 30677, Nairobi, Kenya
| | - Wayne Powell
- Scotland's Rural College (SRUC), Kings Buildings, West Mains Road, Edinburgh, EH9 3JG, UK
| | - Prasad Hendre
- World Agroforestry (ICRAF), Headquarters, PO Box 30677, Nairobi, Kenya
| | - Jon Bančič
- Scotland's Rural College (SRUC), Kings Buildings, West Mains Road, Edinburgh, EH9 3JG, UK
- The Roslin Institute, Easter Bush Campus, University of Edinburgh, Midlothian, EH25 9RG, UK
| | - John M Hickey
- The Roslin Institute, Easter Bush Campus, University of Edinburgh, Midlothian, EH25 9RG, UK
| | - Roeland Kindt
- World Agroforestry (ICRAF), Headquarters, PO Box 30677, Nairobi, Kenya
| | - Steve Hoad
- Scotland's Rural College (SRUC), Kings Buildings, West Mains Road, Edinburgh, EH9 3JG, UK
| | - Iago Hale
- University of New Hampshire, Durham, NH,, 03824, USA
| | - Ramni Jamnadass
- World Agroforestry (ICRAF), Headquarters, PO Box 30677, Nairobi, Kenya
| |
Collapse
|
17
|
Ramos-Madrigal J, Runge AKW, Bouby L, Lacombe T, Samaniego Castruita JA, Adam-Blondon AF, Figueiral I, Hallavant C, Martínez-Zapater JM, Schaal C, Töpfer R, Petersen B, Sicheritz-Pontén T, This P, Bacilieri R, Gilbert MTP, Wales N. Palaeogenomic insights into the origins of French grapevine diversity. NATURE PLANTS 2019; 5:595-603. [PMID: 31182840 DOI: 10.1038/s41477-019-0437-5] [Citation(s) in RCA: 60] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/03/2018] [Accepted: 04/30/2019] [Indexed: 05/20/2023]
Abstract
The Eurasian grapevine (Vitis vinifera) has long been important for wine production as well as being a food source. Despite being clonally propagated, modern cultivars exhibit great morphological and genetic diversity, with thousands of varieties described in historic and contemporaneous records. Through historical accounts, some varieties can be traced to the Middle Ages, but the genetic relationships between ancient and modern vines remain unknown. We present target-enriched genome-wide sequencing data from 28 archaeological grape seeds dating to the Iron Age, Roman era and medieval period. When compared with domesticated and wild accessions, we found that the archaeological samples were closely related to western European cultivars used for winemaking today. We identified seeds with identical genetic signatures present at different Roman sites, as well as seeds sharing parent-offspring relationships with varieties grown today. Furthermore, we discovered that one seed dated to ~1100 CE was a genetic match to 'Savagnin Blanc', providing evidence for 900 years of uninterrupted vegetative propagation.
Collapse
Affiliation(s)
| | - Anne Kathrine Wiborg Runge
- Natural History Museum of Denmark, University of Copenhagen, Copenhagen, Denmark
- BioArCh, Department of Archaeology, University of York, York, UK
| | - Laurent Bouby
- ISEM-UMR 5554, CNRS-IRD-EPHE-Université Montpellier, Montpellier, France
| | - Thierry Lacombe
- UMR AGAP, Université Montpellier, CIRAD, INRA, Montpellier SupAgro, Montpellier, France
| | | | | | - Isabel Figueiral
- Inrap, Méditerranée and ISEM-UMR 5554, CNRS-IRD-EPHE-Université Montpellier, Montpellier, France
| | - Charlotte Hallavant
- Bureau d'études Hadès, laboratoire TRACES-UMR 5608 (pôle Terrae)-UT2J, Toulouse, France
| | | | - Caroline Schaal
- GéoArchEon Sarl, Laboratoire Chrono-Environnement-UMR 6249, Université de Franche Comté, Besançon, France
| | - Reinhard Töpfer
- Julius Kühn-Institut Bundesforschungsinstitut für Kulturpflanzen, Institut für Rebenzüchtung Geilweilerhof, Siebeldingen, Germany
| | - Bent Petersen
- Natural History Museum of Denmark, University of Copenhagen, Copenhagen, Denmark
- Centre of Excellence for Omics-Driven Computational Biodiscovery, Faculty of Applied Sciences, AIMST University, Kedah, Malaysia
| | - Thomas Sicheritz-Pontén
- Natural History Museum of Denmark, University of Copenhagen, Copenhagen, Denmark
- Centre of Excellence for Omics-Driven Computational Biodiscovery, Faculty of Applied Sciences, AIMST University, Kedah, Malaysia
| | - Patrice This
- UMR AGAP, Université Montpellier, CIRAD, INRA, Montpellier SupAgro, Montpellier, France
| | - Roberto Bacilieri
- UMR AGAP, Université Montpellier, CIRAD, INRA, Montpellier SupAgro, Montpellier, France
| | - M Thomas P Gilbert
- Natural History Museum of Denmark, University of Copenhagen, Copenhagen, Denmark.
- NTNU University Museum, Trondheim, Norway.
| | - Nathan Wales
- Natural History Museum of Denmark, University of Copenhagen, Copenhagen, Denmark.
- BioArCh, Department of Archaeology, University of York, York, UK.
- Department of Plant and Microbial Biology, University of California, Berkeley, CA, USA.
- Laboratoire d'Anthropobiologie Moléculaire et d'Imagerie de Synthèse, CNRS UMR 5288, Université Paul Sabatier, Toulouse, France.
| |
Collapse
|
18
|
Spengler RN. Origins of the Apple: The Role of Megafaunal Mutualism in the Domestication of Malus and Rosaceous Trees. FRONTIERS IN PLANT SCIENCE 2019; 10:617. [PMID: 31191563 PMCID: PMC6545323 DOI: 10.3389/fpls.2019.00617] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Accepted: 04/25/2019] [Indexed: 05/05/2023]
Abstract
The apple (Malus domestica [Suckow] Borkh.) is one of the most economically and culturally significant fruits in the world today, and it is grown in all temperate zones. With over a thousand landraces recognized, the modern apple provides a unique case study for understanding plant evolution under human cultivation. Recent genomic and archaeobotanical studies have illuminated parts of the process of domestication in the Rosaceae family. Interestingly, these data seem to suggest that rosaceous arboreal crops did not follow the same pathway toward domestication as other domesticated, especially annual, plants. Unlike in cereal crops, tree domestication appears to have been rapid and driven by hybridization. Apple domestication also calls into question the concept of centers of domestication and human intentionality. Studies of arboreal domestication also illustrate the importance of fully understanding the seed dispersal processes in the wild progenitors when studying crop origins. Large fruits in Rosaceae evolved as a seed-dispersal adaptation recruiting megafaunal mammals of the late Miocene. Genetic studies illustrate that the increase in fruit size and changes in morphology during evolution in the wild resulted from hybridization events and were selected for by large seed dispersers. Humans over the past three millennia have fixed larger-fruiting hybrids through grafting and cloning. Ultimately, the process of evolution under human cultivation parallels the natural evolution of larger fruits in the clade as an adaptive strategy, which resulted in mutualism with large mammalian seed dispersers (disperser recruitment).
Collapse
Affiliation(s)
- Robert Nicholas Spengler
- Paleoethnobotany Laboratories, Department of Archaeology, Max Planck Institute for the Science of Human History, Jena, Germany
| |
Collapse
|
19
|
Fuller DQ, Stevens CJ. Between domestication and civilization: the role of agriculture and arboriculture in the emergence of the first urban societies. VEGETATION HISTORY AND ARCHAEOBOTANY 2019; 28:263-282. [PMID: 31118541 PMCID: PMC6499764 DOI: 10.1007/s00334-019-00727-4] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2018] [Accepted: 03/26/2019] [Indexed: 05/25/2023]
Abstract
The transition to urbanism has long focused on annual staple crops (cereals and legumes), perhaps at the expense of understanding other changes within agricultural practices that occurred between the end of the initial domestication period and urbanisation. This paper examines the domestication and role of fruit tree crops within urbanisation in both Western Asia and China, using a combination of evidence for morphological change and a database that documents both the earliest occurrence of tree fruit crops and their spread beyond their wild range. In Western Asia the domestication of perennial fruit crops likely occurs between 6500 bc and 3500 bc, although it accompanies a shift in location from that of the earliest domestications within the Fertile Crescent to Mesopotamia, where the earliest urban societies arose. For China, fruit-tree domestication dates between ca 4000 and 2500 bc, commencing after millet domestication and rice domestication in Northern and Southern China, respectively, but within the period that led up to the urban societies that characterised the Longshan period in the Yellow River basin and the Liangzhu Culture in the Lower Yangtze. These results place the domestication of major fruit trees between the end of the domestication of staple annual crops and the rise of urbanism. On this basis it is argued that arboriculture played a fundamental role within the re-organisation of existing land use, shifting the emphasis from short-term returns of cereal crops into longer term investment in the developing agricultural landscape in both Western and East Asia. In this respect perennial tree crops can be placed alongside craft specialisation, such as metallurgy and textiles, in the formation of urban centres and the shaping the organisational administration that accompanied the rise of urbanism.
Collapse
Affiliation(s)
- Dorian Q. Fuller
- Institute of Archaeology, University of London, 31-34 Gordon Square, London, WC1H 0PY UK
- School of Archaeology and Museology, Northwest University, Xi’an, Shaanxi 710069 China
| | - Chris J. Stevens
- Institute of Archaeology, University of London, 31-34 Gordon Square, London, WC1H 0PY UK
- School of Archaeology and Museology, Peking University, Beijing, 100871 China
| |
Collapse
|
20
|
Fuller DQ. Long and attenuated: comparative trends in the domestication of tree fruits. VEGETATION HISTORY AND ARCHAEOBOTANY 2018; 27:165-176. [PMID: 31983810 PMCID: PMC6954012 DOI: 10.1007/s00334-017-0659-2] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2016] [Accepted: 11/27/2017] [Indexed: 05/05/2023]
Abstract
This paper asks whether we can identify a recurrent domestication syndrome for tree crops (fruits, nuts) and track archaeologically the evolution of domestication of fruits from woody perennials. While archaeobotany has made major contributions to documenting the domestication process in cereals and other annual grains, long-lived perennials have received less comparative attention. Drawing on examples from across Eurasia, comparisons suggest a tendency for the larger domesticated fruits to contain seeds that are proportionally longer, thinner and with more pointed (acute to attenuated) apices. Therefore, although changes in flavour, such as increased sweetness, are not recoverable, seed metrics and shape provide an archaeological basis for tracking domestication episodes in fruits from woody perennials. Where available, metrical data suggest length increases, as well as size diversification over time, with examples drawn from the Jomon of Japan (Castanea crenata), Neolithic China (Prunus persica) and the later Neolithic of the Near East (Olea europaea, Phoenix dactylifera) to estimate rates of change. More limited data allow us to also compare Mesoamerica avocado (Persea americana) and western Pacific Canarium sp. nuts and Spondias sp. fruits. Data from modern Indian jujube (Ziziphus mauritiana) are also considered in relation to seed length:width trends in relation to fruit contents (flesh proportion, sugar content). Despite the long generation time in tree fruits, rates of change in their seeds are generally comparable to rates of phenotypic evolution in annual grain crops, suggesting that gradual evolution via unconscious selection played a key role in initial processes of tree domestication, and that this had begun in the later Neolithic once annual crops had been domesticated, in both west and east Asia.
Collapse
Affiliation(s)
- Dorian Q. Fuller
- Institute of Archaeology, University College London, 31-34 Gordon Square, London, WC1H 0PY UK
| |
Collapse
|
21
|
Yue X, Zheng X, Zong Y, Jiang S, Hu C, Yu P, Liu G, Cao Y, Hu H, Teng Y. Combined Analyses of Chloroplast DNA Haplotypes and Microsatellite Markers Reveal New Insights Into the Origin and Dissemination Route of Cultivated Pears Native to East Asia. FRONTIERS IN PLANT SCIENCE 2018; 9:591. [PMID: 29868056 PMCID: PMC5949605 DOI: 10.3389/fpls.2018.00591] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2018] [Accepted: 04/16/2018] [Indexed: 05/03/2023]
Abstract
Asian pear plays an important role in the world pear industry, accounting for over 70% of world total production volume. Commercial Asian pear production relies on four major pear cultivar groups, Japanese pear (JP), Chinese white pear (CWP), Chinese sand pear (CSP), and Ussurian pear (UP), but their origins remain controversial. We estimated the genetic diversity levels and structures in a large sample of existing local cultivars to investigate the origins of Asian pears using twenty-five genome-covering nuclear microsatellite (simple sequence repeats, nSSR) markers and two non-coding chloroplast DNA (cpDNA) regions (trnL-trnF and accD-psaI). High levels of genetic diversity were detected for both nSSRs (HE = 0.744) and cpDNAs (Hd = 0.792). The major variation was found within geographic populations of cultivated pear groups, demonstrating a close relationship among cultivar groups. CSPs showed a greater genetic diversity than CWPs and JPs, and lowest levels of genetic differentiation were detected among them. Phylogeographical analyses indicated that the CSP, CWP, and JP were derived from the same progenitor of Pyrus pyrifolia in China. A dissemination route of cultivated P. pyrifolia estimated by approximate Bayesian computation suggested that cultivated P. pyrifolia from the Middle Yangtze River Valley area contributed the major genetic resources to the cultivars, excluding those of southwestern China. Three major genetic groups of cultivated Pyrus pyrifolia were revealed using nSSRs and a Bayesian statistical inference: (a) JPs; (b) cultivars from South-Central China northward to northeastern China, covering the main pear production area in China; (c) cultivars from southwestern China to southeastern China, including Yunnan, Guizhou, Guangdong, Guangxi, and Fujian Provinces. This reflected the synergistic effects of ecogeographical factors and human selection during cultivar spread and improvement. The analyses indicated that UP cultivars might be originated from the interspecific hybridization of wild Pyrus ussuriensis with cultivated Pyrus pyrifolia. The combination of uniparental DNA sequences and nuclear markers give us a better understanding of origins and genetic relationships for Asian pear groups and will be beneficial for the future improvement of Asian pear cultivars.
Collapse
Affiliation(s)
- Xiaoyan Yue
- Department of Horticulture, Zhejiang University, Hangzhou, China
- The Key Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Ministry of Agriculture of China, Hangzhou, China
- Zhejiang Provincial Key Laboratory of Integrative Biology of Horticultural Plants, Hangzhou, China
| | - Xiaoyan Zheng
- College of Ecology, Lishui University, Lishui, China
| | - Yu Zong
- Department of Horticulture, Zhejiang University, Hangzhou, China
- The Key Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Ministry of Agriculture of China, Hangzhou, China
- Zhejiang Provincial Key Laboratory of Integrative Biology of Horticultural Plants, Hangzhou, China
| | - Shuang Jiang
- Department of Horticulture, Zhejiang University, Hangzhou, China
- The Key Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Ministry of Agriculture of China, Hangzhou, China
- Zhejiang Provincial Key Laboratory of Integrative Biology of Horticultural Plants, Hangzhou, China
| | - Chunyun Hu
- Department of Horticulture, Zhejiang University, Hangzhou, China
- The Key Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Ministry of Agriculture of China, Hangzhou, China
- Zhejiang Provincial Key Laboratory of Integrative Biology of Horticultural Plants, Hangzhou, China
| | - Peiyuan Yu
- Department of Horticulture, Zhejiang University, Hangzhou, China
- The Key Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Ministry of Agriculture of China, Hangzhou, China
- Zhejiang Provincial Key Laboratory of Integrative Biology of Horticultural Plants, Hangzhou, China
| | - Guoqin Liu
- College of Agriculture, Guizhou University, Guiyang, China
| | - Yufen Cao
- Research Institute of Pomology, Chinese Academy of Agricultural Sciences, Xingcheng, China
| | - Hongju Hu
- Institute of Fruit and Tea, Hubei Academy of Agricultural Sciences, Wuhan, China
| | - Yuanwen Teng
- Department of Horticulture, Zhejiang University, Hangzhou, China
- The Key Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Ministry of Agriculture of China, Hangzhou, China
- Zhejiang Provincial Key Laboratory of Integrative Biology of Horticultural Plants, Hangzhou, China
- *Correspondence: Yuanwen Teng,
| |
Collapse
|
22
|
López-Yerena A, Guerra-Ramírez D, Jácome-Rincón J, Espinosa-Solares T, Reyes-Trejo B, Famiani F, Cruz-Castillo JG. Initial evaluation of fruit of accessions of Persea schiedeana Nees for nutritional value, quality and oil extraction. Food Chem 2017; 245:879-884. [PMID: 29287454 DOI: 10.1016/j.foodchem.2017.11.088] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2017] [Revised: 11/21/2017] [Accepted: 11/22/2017] [Indexed: 12/29/2022]
Abstract
Persea schiedeana Nees is an underutilized and very little known species whose fruit is consumed in Mesoamerica where it grows wild. This study was carried out to evaluate: 1) the variability of fruit characteristics of different accessions; 2) the effects of centrifugation and microwave treatment on extracting oil from the fruit and on its qualitative characteristics; 3) the nutraceutical characteristics of the fruit and seeds of different accessions. The results showed a large variability in fruit size and oil/dry matter contents among the different accessions. There was a significant relationship between the dry matter and oil contents in the pulp. The combined use of centrifugation and microwave treatments gave high oil extraction yields (67-68%). The oils had good fatty acid composition and antioxidant capacity. The results gave an initial picture about the total phenol contents and antioxidant capacities in the seeds and in the different parts of the fruit.
Collapse
Affiliation(s)
- A López-Yerena
- Universidad Politécnica de Huatusco, Avenida 1 Oriente 728, Huatusco, Veracruz, Mexico
| | - D Guerra-Ramírez
- Universidad Autónoma Chapingo, km 38.5 Carretera México-Texcoco, Chapingo, Estado de México 56230, Mexico
| | - J Jácome-Rincón
- Universidad Politécnica de Huatusco, Avenida 1 Oriente 728, Huatusco, Veracruz, Mexico
| | - T Espinosa-Solares
- Universidad Autónoma Chapingo, km 38.5 Carretera México-Texcoco, Chapingo, Estado de México 56230, Mexico
| | - B Reyes-Trejo
- Universidad Autónoma Chapingo, km 38.5 Carretera México-Texcoco, Chapingo, Estado de México 56230, Mexico
| | - F Famiani
- Dipartimento di Scienze Agrarie, Alimentari e Ambientali, Università degli Studi di Perugia, Borgo XX Giugno 74, 06121 Perugia, Italy.
| | - J G Cruz-Castillo
- Universidad Autónoma Chapingo, km 38.5 Carretera México-Texcoco, Chapingo, Estado de México 56230, Mexico.
| |
Collapse
|
23
|
Ambrósio Moreira P, Mariac C, Zekraoui L, Couderc M, Rodrigues DP, Clement CR, Vigouroux Y. Human management and hybridization shape treegourd fruits in the Brazilian Amazon Basin. Evol Appl 2017; 10:577-589. [PMID: 28616065 PMCID: PMC5469164 DOI: 10.1111/eva.12474] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2016] [Accepted: 03/01/2017] [Indexed: 11/30/2022] Open
Abstract
Local people's perceptions of cultivated and wild agrobiodiversity, as well as their management of hybridization are still understudied in Amazonia. Here we analyze domesticated treegourd (Crescentia cujete), whose versatile fruits have technological, symbolic, and medicinal uses. A wild relative (C. amazonica) of the cultivated species grows spontaneously in Amazonian flooded forests. We demonstrated, using whole chloroplast sequences and nuclear microsatellites, that the two species are strongly differentiated. Nonetheless, they hybridize readily throughout Amazonia and the proportions of admixture correlate with fruit size variation of cultivated trees. New morphotypes arise from hybridization, which are recognized by people and named as local varieties. Small hybrid fruits are used to make the important symbolic rattle (maracá), suggesting that management of hybrid trees is an ancient human practice in Amazonia. Effective conservation of Amazonian agrobiodiversity needs to incorporate this interaction between wild and cultivated populations that is managed by smallholder families. Beyond treegourd, our study clearly shows that hybridization plays an important role in tree crop phenotypic diversification and that the integration of molecular analyses and farmers’ perceptions of diversity help disentangle crop domestication history.
Collapse
Affiliation(s)
- Priscila Ambrósio Moreira
- Post-Graduate Program in Botany Instituto Nacional de Pesquisas da Amazônia (INPA) Manaus Amazonas Brazil
| | - Cédric Mariac
- Institut de Recherche pour le Développement Université de Montpellier (IRD) UMR DIADE Montpellier France
| | - Leila Zekraoui
- Institut de Recherche pour le Développement Université de Montpellier (IRD) UMR DIADE Montpellier France
| | - Marie Couderc
- Institut de Recherche pour le Développement Université de Montpellier (IRD) UMR DIADE Montpellier France
| | - Doriane Picanço Rodrigues
- Post-Graduate Program in Botany Instituto Nacional de Pesquisas da Amazônia (INPA) Manaus Amazonas Brazil.,Laboratório de Evolução Aplicada Universidade Federal do Amazonas (UFAM) Manaus Amazonas Brazil
| | - Charles R Clement
- Post-Graduate Program in Botany Instituto Nacional de Pesquisas da Amazônia (INPA) Manaus Amazonas Brazil.,Coordenação de Tecnologia e InovaçãoINPA Manaus Amazonas Brazil
| | - Yves Vigouroux
- Institut de Recherche pour le Développement Université de Montpellier (IRD) UMR DIADE Montpellier France
| |
Collapse
|
24
|
Prasad A, Sakai K, Hoshino Y. Direct coupling: a possible strategy to control fruit production in alternate bearing. Sci Rep 2017; 7:39890. [PMID: 28051141 PMCID: PMC5209676 DOI: 10.1038/srep39890] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2016] [Accepted: 11/29/2016] [Indexed: 11/09/2022] Open
Abstract
We investigated the theoretical possibility of applying phenomenon of synchronization of coupled nonlinear oscillators to control alternate bearing in citrus. The alternate bearing of fruit crops is a phenomenon in which a year of heavy yield is followed by an extremely light one. This phenomenon has been modeled previously by the resource budget model, which describes a typical nonlinear oscillator of the tent map type. We have demonstrated how direct coupling, which could be practically realized through grafting, contributes to the nonlinear dynamics of alternate bearing, especially phase synchronization. Our results show enhancement of out-of-phase synchronization in production, which depends on initial conditions obtained under the given system parameters. Based on these numerical experiments, we propose a new method to control alternate bearing, say in citrus, thereby enabling stable fruit production. The feasibility of validating the current results through field experimentation is also discussed.
Collapse
Affiliation(s)
- Awadhesh Prasad
- Department of Physics and Astrophysics, University of Delhi, Delhi 110007, India
| | - Kenshi Sakai
- Department of Environmental and Agricultural Engineering, Tokyo University of Agriculture and Technology, Tokyo 183-8509, Japan
| | - Yoshinobu Hoshino
- Department of Environment Conservation, Tokyo University of Agriculture and Technology, Tokyo 183-8509, Japan
| |
Collapse
|
25
|
Goldschmidt EE. Plant grafting: new mechanisms, evolutionary implications. FRONTIERS IN PLANT SCIENCE 2014; 5:727. [PMID: 25566298 PMCID: PMC4269114 DOI: 10.3389/fpls.2014.00727] [Citation(s) in RCA: 141] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/14/2014] [Accepted: 12/01/2014] [Indexed: 05/18/2023]
Abstract
Grafting, an old plant propagation practice, is still widely used with fruit trees and in recent decades also with vegetables. Taxonomic proximity is a general prerequisite for successful graft-take and long-term survival of the grafted, composite plant. However, the mechanisms underlying interspecific graft incompatibility are as yet insufficiently understood. Hormonal signals, auxin in particular, are believed to play an important role in the wound healing and vascular regeneration within the graft union zone. Incomplete and convoluted vascular connections impede the vital upward and downward whole plant transfer routes. Long-distance protein, mRNA and small RNA graft-transmissible signals currently emerge as novel mechanisms which regulate nutritional and developmental root/top relations and may play a pivotal role in grafting physiology. Grafting also has significant pathogenic projections. On one hand, stock to scion mechanical contact enables the spread of diseases, even without a complete graft union. But, on the other hand, grafting onto resistant rootstocks serves as a principal tool in the management of fruit tree plagues and vegetable soil-borne diseases. The 'graft hybrid' historic controversy has not yet been resolved. Recent evidence suggests that epigenetic modification of DNA-methylation patterns may account for certain graft-transformation phenomena. Root grafting is a wide spread natural phenomenon; both intraspecific and interspecific root grafts have been recorded. Root grafts have an evolutionary role in the survival of storm-hit forest stands as well as in the spread of devastating diseases. A more fundamental evolutionary role is hinted by recent findings that demonstrate plastid and nuclear genome transfer between distinct Nicotiana species in the graft union zone, within a tissue culture system. This has led to the formation of alloploid cells that, under laboratory conditions, gave rise to a novel, alloploid Nicotiana species, indicating that natural grafts may play a role in plant speciation, under certain circumstances.
Collapse
Affiliation(s)
- Eliezer E. Goldschmidt
- The Robert H. Smith Institute of Plant Sciences and Genetics in Agriculture, Faculty of Agriculture, Food and Environment, The Hebrew University of JerusalemRehovot, Israel
| |
Collapse
|
26
|
DeHaan LR, Van Tassel DL. Useful insights from evolutionary biology for developing perennial grain crops. AMERICAN JOURNAL OF BOTANY 2014; 101:1801-1819. [PMID: 25326622 DOI: 10.3732/ajb.1400084] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
Annual grain crops dominate agricultural landscapes and provide the majority of calories consumed by humanity. Perennial grain crops could potentially ameliorate the land degradation and off-site impacts associated with annual grain cropping. However, herbaceous perennial plants with constitutively high allocation to harvestable seeds are rare to absent in nature. Recent trade-off theory models suggest that rugged fitness landscapes may explain the absence of this form better than sink competition models. Artificial selection for both grain production and multiyear lifespan can lead to more rapid progress in the face of fitness and genetic trade-offs than natural selection but is likely to result in plant types that differ substantially from all current domestic crops. Perennial grain domestication is also likely to require the development of selection strategies that differ from published crop breeding methods, despite their success in improving long-domesticated crops; for this purpose, we have reviewed literature in the areas of population and evolutionary genetics, domestication, and molecular biology. Rapid domestication will likely require genes with large effect that are expected to exhibit strong pleiotropy and epistasis. Cryptic genetic variation will need to be deliberately exposed both to purge mildly deleterious alleles and to generate novel agronomic phenotypes. We predict that perennial grain domestication programs will benefit from population subdivision followed by selection for simple traits in each subpopulation, the evaluation of very large populations, high selection intensity, rapid cycling through generations, and heterosis. The latter may be particularly beneficial in the development of varieties with stable yield and tolerance to crowding.
Collapse
Affiliation(s)
- Lee R DeHaan
- The Land Institute, 2440 E. Water Well Rd., Salina, Kansas 67401 USA
| | | |
Collapse
|
27
|
Zheng Y, Crawford GW, Chen X. Archaeological evidence for peach (Prunus persica) cultivation and domestication in China. PLoS One 2014; 9:e106595. [PMID: 25192436 PMCID: PMC4156326 DOI: 10.1371/journal.pone.0106595] [Citation(s) in RCA: 67] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2014] [Accepted: 08/03/2014] [Indexed: 12/03/2022] Open
Abstract
The cultivated/domesticated peach (Prunus persica var. persica; Rosaceae, subgenus Amygdalus; synonym: Amygdalus persica) originated in China, but its wild ancestor, as well as where, when, and under what circumstances the peach was domesticated, is poorly known. Five populations of archaeological peach stones recovered from Zhejiang Province, China, document peach use and evolution beginning ca. 8000 BP. The majority of the archaeological sites from which the earliest peach stones have been recovered are from the Yangzi River valley, indicating that this is where early selection for favorable peach varieties likely took place. Furthermore, peach stone morphology through time is consistent with the hypothesis that an unknown wild P. persica was the ancestor of the cultivated peach. The oldest archaeological peach stones are from the Kuahuqiao (8000–7000 BP) and Tianluoshan (7000–6500 BP) sites and both stone samples segregate into two size groups, suggesting early selection of preferred types. The first peach stones in China most similar to modern cultivated forms are from the Liangzhu culture (ca. 5300 to 4300 BP), where the peach stones are significantly larger and more compressed than earlier stones. Similar peach stones are reported from Japan much earlier (6700–6400 BP). This large, compressed-stone peach was introduced to Japan and indicates a yet unidentified source population in China that was similar to the Liangzhu culture peach. This study proposes that the lower Yangzi River valley is a region, if not the region, of early peach selection and domestication and that the process began at least 7500 years ago.
Collapse
Affiliation(s)
- Yunfei Zheng
- Zhejiang Provincial Institute of Relics and Archaeology, Hangzhou, China
- * E-mail:
| | - Gary W. Crawford
- Department of Anthropology, University of Toronto Mississauga, Mississauga, Ontario, Canada
| | - Xugao Chen
- Zhejiang Provincial Institute of Relics and Archaeology, Hangzhou, China
| |
Collapse
|
28
|
Shalom L, Samuels S, Zur N, Shlizerman L, Doron-Faigenboim A, Blumwald E, Sadka A. Fruit load induces changes in global gene expression and in abscisic acid (ABA) and indole acetic acid (IAA) homeostasis in citrus buds. JOURNAL OF EXPERIMENTAL BOTANY 2014; 65:3029-44. [PMID: 24706719 PMCID: PMC4071824 DOI: 10.1093/jxb/eru148] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/07/2023]
Abstract
Many fruit trees undergo cycles of heavy fruit load (ON-Crop) in one year, followed by low fruit load (OFF-Crop) the following year, a phenomenon known as alternate bearing (AB). The mechanism by which fruit load affects flowering induction during the following year (return bloom) is still unclear. Although not proven, it is commonly accepted that the fruit or an organ which senses fruit presence generates an inhibitory signal that moves into the bud and inhibits apical meristem transition. Indeed, fruit removal from ON-Crop trees (de-fruiting) induces return bloom. Identification of regulatory or metabolic processes modified in the bud in association with altered fruit load might shed light on the nature of the AB signalling process. The bud transcriptome of de-fruited citrus trees was compared with those of ON- and OFF-Crop trees. Fruit removal resulted in relatively rapid changes in global gene expression, including induction of photosynthetic genes and proteins. Altered regulatory mechanisms included abscisic acid (ABA) metabolism and auxin polar transport. Genes of ABA biosynthesis were induced; however, hormone analyses showed that the ABA level was reduced in OFF-Crop buds and in buds shortly following fruit removal. Additionally, genes associated with Ca(2+)-dependent auxin polar transport were remarkably induced in buds of OFF-Crop and de-fruited trees. Hormone analyses showed that auxin levels were reduced in these buds as compared with ON-Crop buds. In view of the auxin transport autoinhibition theory, the possibility that auxin distribution plays a role in determining bud fate is discussed.
Collapse
Affiliation(s)
- Liron Shalom
- Department of Fruit Trees Sciences, Agricultural Research Organization, The Volcani Center, Bet Dagan 50250, Israel The Robert H. Smith Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, Rehovot, Israel
| | - Sivan Samuels
- Department of Fruit Trees Sciences, Agricultural Research Organization, The Volcani Center, Bet Dagan 50250, Israel The Robert H. Smith Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, Rehovot, Israel
| | - Naftali Zur
- Department of Fruit Trees Sciences, Agricultural Research Organization, The Volcani Center, Bet Dagan 50250, Israel
| | - Lyudmila Shlizerman
- Department of Fruit Trees Sciences, Agricultural Research Organization, The Volcani Center, Bet Dagan 50250, Israel
| | - Adi Doron-Faigenboim
- Department of Fruit Trees Sciences, Agricultural Research Organization, The Volcani Center, Bet Dagan 50250, Israel
| | - Eduardo Blumwald
- Department of Plant Sciences, University of California, Davis, CA 95616, USA
| | - Avi Sadka
- Department of Fruit Trees Sciences, Agricultural Research Organization, The Volcani Center, Bet Dagan 50250, Israel
| |
Collapse
|
29
|
Liu L, Farrona S, Klemme S, Turck FK. Post-fertilization expression of FLOWERING LOCUS T suppresses reproductive reversion. FRONTIERS IN PLANT SCIENCE 2014; 5:164. [PMID: 24817870 PMCID: PMC4012189 DOI: 10.3389/fpls.2014.00164] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/17/2014] [Accepted: 04/07/2014] [Indexed: 05/08/2023]
Abstract
FLOWERING LOCUS T (FT) encodes a systemic signal communicating the perception of long day photoperiod from leaves to the shoot apex to induce the floral transition. Transient expression of FT in the phloem companion cells of rosette leaves for one to several days was previously shown to be sufficient to commit plants to flowering. Here we show that partial commitment results in pleiotropic inflorescence meristem reversion phenotypes. FT expression is much stronger in organs formed after the floral transition such as cauline leaves, sepals, and developing siliques. We show that expression of FT and its paralog TWIN SISTER OF FT (TSF) after the floral transition plays a role in inflorescence meristem stabilization even if plants flower very late in development. CONSTANS (CO), the major activator of FT, is not required to prevent late reproductive reversion. The requirement for FT is temporal since reproductive reversion to a vegetative state occurs only in recently formed inflorescence meristems. Unlike for the expression of FT in leaves, neither the distal putative FT enhancer nor long-day photoperiod is required for FT expression in developing siliques. Expression of FT in developing siliques and their supporting stems is sufficient to stabilize flowering during the sensitive developmental window indicating that fruit generated FT participates in inflorescence stabilization.
Collapse
Affiliation(s)
- Liangyu Liu
- Max Planck Institute for Plant Breeding Research, Carl von Linné Weg 10Cologne, Germany
- Key Laboratory of Tropical Forest Ecology, Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, KunmingYunnan, China
- University of Chinese Academy of SciencesBeijing, China
| | - Sara Farrona
- Max Planck Institute for Plant Breeding Research, Carl von Linné Weg 10Cologne, Germany
| | - Sonja Klemme
- Max Planck Institute for Plant Breeding Research, Carl von Linné Weg 10Cologne, Germany
| | - Franziska K. Turck
- Max Planck Institute for Plant Breeding Research, Carl von Linné Weg 10Cologne, Germany
- *Correspondence: Franziska K. Turck, Max Planck Institute for Plant Breeding Research, Carl von Linné Weg 10, Köln, NRW, Germany e-mail:
| |
Collapse
|