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Wang J, Jiang W, Yang Z, Wan Q, Li A, You X, Hou X, Zhang Q. Cold-related genes BcCOR15B and BcCOR15A have environment adapted expression pattern in non-heading Chinese cabbage. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2025; 221:109567. [PMID: 39913983 DOI: 10.1016/j.plaphy.2025.109567] [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: 12/02/2024] [Revised: 01/02/2025] [Accepted: 01/24/2025] [Indexed: 03/11/2025]
Abstract
In this work, two cold-related (COR) genes, BcCOR15B and BcCOR15A, were isolated from non-heading Chinese cabbage (Brassica rapa ssp. chinensis cv. Suzhouqing). Their open reading frames (ORFs) are 429 and 390 base pairs (bp) in length, which encode 142 and 129 amino acids (aa), respectively. The predicted amino acid sequences of BcCOR15B and BcCOR15A share the respective 99.30% and 95.56% highest homology with the amino acid sequences of the corresponding BrCOR15B and BrCOR15A in Chinese cabbage (Brassica rapa). Sequence and phylogenetic analysis showed that the relationship between BcCOR15 B/A and BrCOR15 B/A was relatively close. Structural analysis showed that the structure of BcCOR15 B/A proteins was both relatively stable and conservative. Subcellular localization indicated that BcCOR15B and BcCOR15A proteins were both localized on the chloroplast. Real-time quantitative polymerase chain reaction (RT-qPCR) analysis showed that BcCOR15 B/A were both induced to express by cold and other abiotic stresses. Prokaryotic expression and Western blot analysis revealed that the two proteins were both hydrophilic. The identification and analysis of cold-related genes BcCOR15 B/A from non-heading Chinese cabbage might provide a reference for further study on agronomic traits of vegetable and crop plants in cold environments.
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Affiliation(s)
- Jin Wang
- College of Life Sciences, Jiangsu University, Zhenjiang, 212000, China
| | - Wenlong Jiang
- College of Life Sciences, Jiangsu University, Zhenjiang, 212000, China
| | - Zihan Yang
- College of Life Sciences, Jiangsu University, Zhenjiang, 212000, China
| | - Qianju Wan
- College of Life Sciences, Jiangsu University, Zhenjiang, 212000, China
| | - Annan Li
- College of Life Sciences, Jiangsu University, Zhenjiang, 212000, China
| | - Xiong You
- College of Sciences, Nanjing Agricultural University, Nanjing, 210095, China
| | - Xilin Hou
- State Key Laboratory of Crop Genetics and Germplasm Enhancement / Key Laboratory of Biology and Germplasm Enhancement of Horticultural Crops in East China, Ministry of Agriculture / Engineering Research Center of Germplasm Enhancement and Utilization of Horticultural Crops, Ministry of Education, Nanjing Agricultural University, Nanjing, 210095, China
| | - Qinxue Zhang
- College of Life Sciences, Jiangsu University, Zhenjiang, 212000, China.
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Roller S, Würschum T. Genetic architecture of phosphorus use efficiency across diverse environmental conditions: insights from maize elite and landrace lines. JOURNAL OF EXPERIMENTAL BOTANY 2025; 76:363-380. [PMID: 39435644 DOI: 10.1093/jxb/erae431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Accepted: 10/18/2024] [Indexed: 10/23/2024]
Abstract
Phosphorus is an essential nutrient for all crops. Thus, a better understanding of the genetic control of phosphorus use efficiency evident in physiological, developmental, and morphological traits and its environmental plasticity is required to establish the basis for maintaining or enhancing yield while making agriculture more sustainable. In this study, we utilized a diverse panel of maize (Zea mays L.), including 398 elite and landrace lines, phenotyped across three environments and two phosphorus fertilization treatments. We performed genome-wide association mapping for 13 traits, including phosphorus uptake and allocation, that showed a strong environment dependency in their expression. Our results highlight the complex genetic architecture of phosphorus use efficiency as well as the substantial differences between the evaluated genetic backgrounds. Despite harboring more of the identified quantitative trait loci, almost all of the favorable alleles from landraces were found to be present in at least one of the two elite heterotic groups. Notably, we also observed trait-specific genetic control even among biologically related characteristics, as well as a substantial plasticity of the genetic architecture of several traits in response to the environment and phosphorus fertilization. Collectively, our work illustrates the difficulties in improving phosphorus use efficiency, but also presents possible solutions for the future contribution of plant breeding to improve the phosphorus cycle.
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Affiliation(s)
- Sandra Roller
- Institute of Plant Breeding, Seed Science and Population Genetics, University of Hohenheim, Stuttgart, D-70593, Germany
| | - Tobias Würschum
- Institute of Plant Breeding, Seed Science and Population Genetics, University of Hohenheim, Stuttgart, D-70593, Germany
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Iftikhar MS, Naseer Cheema HM, Khan AA, DeLacy IH, Basford KE. Genetic diversity assessment of cucumber landraces using molecular signatures. BMC Genomics 2024; 25:1046. [PMID: 39506650 PMCID: PMC11539674 DOI: 10.1186/s12864-024-10958-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 10/25/2024] [Indexed: 11/08/2024] Open
Abstract
Genetic profiling of the biodiversity in cultivated crop plants is necessary to preserve important genes and utilize them in a breeding program. Cucumber is used as a model plant to study various characteristics of Cucurbitaceae. Its adaptation to a wide range of climatic conditions suggested analyzing the landraces. The present study was conducted to evaluate the differences, at the genetic level, among landraces spanning five continents. DNA extracted from fifty-six landraces selected from USDA germplasm bank to cover a global representative sample of world cucumber landraces was used for polymerase chain reaction using twenty-eight polymorphic expressed sequence tags simple sequence repeat (EST-SSR) markers. Twenty-eight EST-SSR markers covering all seven chromosomes yielded 98 bands with an average of 3.42 bands per marker. Polymorphic information content ranged from 0.00 (EC35) to 0.74 (EC17) with an average of 0.34. Six clusters provided an appropriate summary of the variation among the landraces, with the two largest groups including 32 (Asiatic) and 17 (European and American) landraces, respectively. Four small groups, three with two members, and one with one member (PI 525155-Egypt) were dissimilar to the two main groups. Landraces from the same region were often clustered together. Genetic similarity of the landraces was revealed by marker banding patterns. The locations of genetic diversity for cucumber landraces can be identified from this study.
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Affiliation(s)
- Muhammad Sarmad Iftikhar
- Department of Plant Breeding and Genetics, University of Agriculture Faisalabad, Faisalabad, 38000, Pakistan.
- School of Agriculture and Food Sustainability, The University of Queensland, Brisbane, 4072, Australia.
| | | | - Asif Ali Khan
- Department of Plant Breeding and Genetics, Muhammad Nawaz Sharif University of Agriculture Multan, Multan, 60000, Pakistan
| | - Ian Henson DeLacy
- School of Agriculture and Food Sustainability, The University of Queensland, Brisbane, 4072, Australia
| | - Kaye Enid Basford
- School of Agriculture and Food Sustainability, The University of Queensland, Brisbane, 4072, Australia
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Ibarra JT, Caviedes J, Monterrubio-Solís C, Barreau A, Marchant C. Social-ecological resilience: Knowledge of agrobiodiversity by campesinos and migrants in the face of global changes. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2024; 370:122461. [PMID: 39265494 DOI: 10.1016/j.jenvman.2024.122461] [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: 06/09/2024] [Revised: 08/07/2024] [Accepted: 09/06/2024] [Indexed: 09/14/2024]
Abstract
There is concern that agrobiodiversity is being irreversibly eroded in the face of agricultural industrialization. While academic and policy debates stress loss of landraces, little attention has been paid to evaluating how agricultural knowledge systems endure in response to broader social-ecological changes (i.e., "system's resilience"). For being resilient, agricultural knowledge systems should incorporate new information (modern seed varieties) whilst maintaining its traditional components (landraces) and functions. However, the loss or continuing utilization of landraces may be influenced by several social-ecological filters, which are processes that selectively remove varieties according to their phenotype, local uses, or value. We examined the resilience of agricultural knowledge systems in the southern Andes. These systems include the knowledge of landraces and modern varieties by campesinos and lifestyle migrants. We further assessed the association of social-ecological filters with the knowledge of agrobiodiversity. Over four years (2018-2022), we used mixed-methods including semi-structured interviews with gardener experts and conducted knowledge exercises of seed varieties and surveys of gardeners (n = 132). We assessed the association of 'knowledge score on varieties' (general, landraces, and modern) with a priori-defined social-ecological filters. Gardeners with more proficient knowledge of landraces were more knowledgeable of modern varieties too. The general knowledge of agrobiodiversity and the knowledge of landraces, but not of modern varieties, was higher for campesinos than migrants. The main seed source of gardeners, the participation in seed exchanges, gardeners' origin, and gardeners' age were the social-ecological filters that influenced gardeners' knowledge of agrobiodiversity. We highlight that social-ecological, small-scale farming systems, are being resilient when they have the capacity of incorporating new information (knowledge of modern varieties) whilst maintaining their identity (knowledge of landraces) without undergoing a major shift in their basic structures and functions in this Important Agricultural Heritage Site and Global Biodiversity Hotspot, and beyond.
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Affiliation(s)
- José Tomás Ibarra
- ECOS (Ecosystem-Complexity-Society) Co-Laboratory, Center for Local Development (CEDEL) & Center for Intercultural and Indigenous Research (CIIR), Villarrica Campus, Pontificia Universidad Católica de Chile, Chile; Department of Ecosystems and Environment, Faculty of Agriculture and Natural Systems & Center of Applied Ecology and Sustainability (CAPES), Pontificia Universidad Católica de Chile, Chile; Cape Horn International Center for Global Change Studies and Biocultural Conservation (CHIC), Universidad de Magallanes, Chile.
| | - Julián Caviedes
- ECOS (Ecosystem-Complexity-Society) Co-Laboratory, Center for Local Development (CEDEL) & Center for Intercultural and Indigenous Research (CIIR), Villarrica Campus, Pontificia Universidad Católica de Chile, Chile; Institut de Ciència i Tecnologia Ambientals, Universitat Autònoma de Barcelona, Spain
| | - Constanza Monterrubio-Solís
- ECOS (Ecosystem-Complexity-Society) Co-Laboratory, Center for Local Development (CEDEL) & Center for Intercultural and Indigenous Research (CIIR), Villarrica Campus, Pontificia Universidad Católica de Chile, Chile
| | - Antonia Barreau
- ECOS (Ecosystem-Complexity-Society) Co-Laboratory, Center for Local Development (CEDEL) & Center for Intercultural and Indigenous Research (CIIR), Villarrica Campus, Pontificia Universidad Católica de Chile, Chile
| | - Carla Marchant
- Laboratory of Territorial Studies (LabT), Institute of Environmental and Evolutionary Sciences, Universidad Austral de Chile, Chile
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Pedrali D, Zuccolo M, Giupponi L, Sala S, Giorgi A. Characterization and Future Distribution Prospects of " Carciofo di Malegno" Landrace for Its In Situ Conservation. PLANTS (BASEL, SWITZERLAND) 2024; 13:680. [PMID: 38475530 DOI: 10.3390/plants13050680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Revised: 02/21/2024] [Accepted: 02/27/2024] [Indexed: 03/14/2024]
Abstract
"Carciofo di Malegno" is a little-known landrace of Cynara cardunculus subsp. scolymus cultivated in Camonica Valley (northern Italy). The morphological and phytochemical characteristics of this landrace were investigated; furthermore, a species distribution model (MaxEnt algorithm) was used to explore its ecological niche and the geographical area where it could be grown in the future. Due to its spiky shape, "Carciofo di Malegno" was distinct from any other artichoke sample considered, and it appears to be similar to those belonging to the "Spinosi" group. The concentration of chlorogenic acid (497.2 ± 116.0 mg/100 g DW) and cynarine (7.4 ± 1.2 mg/100 g DW) in "Carciofo di Malegno" was comparable to that of the commercial cultivars. In "Carciofo di Malegno," luteolin was detected in a significant amount (9.4 ± 1.5 mg/100 g DW) only in the stems and in the edible parts of the capitula. A MaxEnt distribution model showed that in the coming decades (2040-2060s), the cultivation of this landrace could expand to the pre-Alps and Alps of Lombardy. Climate change may promote the diffusion of "Carciofo di Malegno", contributing to preservation and the enhancement of this landrace and generating sustainable income opportunities in mountain areas through exploring new food or medicinal applications.
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Affiliation(s)
- Davide Pedrali
- Centre of Applied Studies for the Sustainable Management and Protection of Mountain Areas-CRC Ge.S.Di.Mont., University of Milan, 25048 Edolo, Italy
| | - Marco Zuccolo
- Centre of Applied Studies for the Sustainable Management and Protection of Mountain Areas-CRC Ge.S.Di.Mont., University of Milan, 25048 Edolo, Italy
| | - Luca Giupponi
- Centre of Applied Studies for the Sustainable Management and Protection of Mountain Areas-CRC Ge.S.Di.Mont., University of Milan, 25048 Edolo, Italy
| | - Stefano Sala
- Centre of Applied Studies for the Sustainable Management and Protection of Mountain Areas-CRC Ge.S.Di.Mont., University of Milan, 25048 Edolo, Italy
| | - Annamaria Giorgi
- Centre of Applied Studies for the Sustainable Management and Protection of Mountain Areas-CRC Ge.S.Di.Mont., University of Milan, 25048 Edolo, Italy
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Pace BA, Perales HR, Gonzalez-Maldonado N, Mercer KL. Physiological traits contribute to growth and adaptation of Mexican maize landraces. PLoS One 2024; 19:e0290815. [PMID: 38300909 PMCID: PMC10833551 DOI: 10.1371/journal.pone.0290815] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 08/06/2023] [Indexed: 02/03/2024] Open
Abstract
Local adaptation of populations results from an interplay between their environment and genetics. If functional trait variation influences plant performance, populations can adapt to their local environment. However, populations may also respond plastically to environmental challenges, altering phenotype without shifting allele frequencies. The level of local adaptation in crop landraces and their capacity for plasticity in response to environmental change may predict their continued utility to farmers facing climate change. Yet we understand little about how physiological traits potentially underlying local adaptation of cultivars influence fitness. Farmers in Mexico-the crop center of origin for maize-manage and rely upon a high diversity of landraces. We studied maize grown in Chiapas, Mexico, where strong elevational gradients cover a relatively small geographic area. We reciprocally transplanted 12 populations sourced from three elevational zones (600, 1550 and 2150 m) back into those elevations for two years using a modified split-split plot design to model effects of environment, genetics, and their interaction. We studied physiological and growth traits, including photosynthetic rate, stomatal conductance, stomatal density, relative growth rate (RGR), and seed production. Maize fitness showed indications of local adaptation with highland and midland types performing poorly at warmer lowland locations, though patterns depended on the year. Several physiological traits, including stomatal conductance, were affected by G x E interactions, some of which indicated non-adaptive plastic responses with potential fitness implications. We discerned a significant positive relationship between fitness and relative growth rate. Growth rates in highland landraces were outperformed by midland and lowland landraces grown in high temperature, lowland garden. Lowland landrace stomatal conductance was diminished compared to that of highland landraces in the cooler highland garden. Thus, both adaptive and non-adaptive physiological responses of maize landraces in southern Mexico may have implications for fitness, as well as responses to climate change.
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Affiliation(s)
- Brian A. Pace
- Department of Horticulture and Crop Science, The Ohio State University, Columbus, Ohio, United States of America
- Department of Plant Pathology, The Ohio State University, Columbus, Ohio, United States of America
| | - Hugo R. Perales
- Department of Agroecology, El Colegio de la Frontera Sur, San Cristóbal de Las Casas, Chiapas, Mexico
| | - Noelymar Gonzalez-Maldonado
- Department of Horticulture and Crop Science, The Ohio State University, Columbus, Ohio, United States of America
- Department of Land, Air and Water Resources, University of California, Davis, California, United States of America
| | - Kristin L. Mercer
- Department of Horticulture and Crop Science, The Ohio State University, Columbus, Ohio, United States of America
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Rivas M, Vidal R, Neitzke RS, Priori D, Almeida N, Antunes IF, Galván GA, Barbieri RL. Diversity of vegetable landraces in the Pampa biome of Brazil and Uruguay: utilization and conservation strategies. FRONTIERS IN PLANT SCIENCE 2023; 14:1232589. [PMID: 38023920 PMCID: PMC10668028 DOI: 10.3389/fpls.2023.1232589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 10/24/2023] [Indexed: 12/01/2023]
Abstract
The historical meeting between originally American people, European colonizers, and slaved peoples from Africa in the biome Pampa in South Brazil and Uruguay involved a cultural syncretism and a great genetic diversity of landraces of cultivated species. Genetic richness evolved by selection and cultural processes in response to different environments, cultural backgrounds, and needs. This review summarized the knowledge on vegetable and maize landraces in South Brazilian and Uruguayan Pampa biome, to design a strategy towards the rediscovery, conservation, and sustainable use. Landraces diversity maintained in situ and ex situ is described, specific case studies are presented, and the main problems and tools towards landraces re-valorization are discussed. We show that traditional family farming systems maintain diverse vegetable species, mainly squashes (Cucurbita spp.), sweet potato (Ipomoea batatas), beans (Phaseolus spp.), onion (Allium cepa), peppers (Capsicum spp.), tomato (Solanum lycopersicum), next to leafy vegetables and maize, among others. We propose the priority of systematic surveys as a basis for monitoring genetic erosion, increasing complementariness between in situ and ex situ conservation, and implementing sustainable conservation and utilization. The case studies highlight genetic diversity within each cultivated species, with different crop physiological responses; disease resistances, different quality traits and associated uses, from animal feeding in maize to a range of culinary uses linked to traditional culture in maize and vegetable species, and ornamental uses of specific Capsicum and Cucurbita. Some landraces were the basis for breeding, where improved cultivars allowed the competitiveness of landrace germplasm in the markets. Renewed industrialized products allowed the competitive and sustainable use of Capsicum landraces in Brazilian farmers communities. Strategies towards in situ conservation improvements and valorization are discussed; emphasizing the role played by agroecology, community seed banks and custodian farmers, participatory plant breeding, promotion of landraces specialties among consumers, and the need of research and capacity building, among others. Farmers' participation in the decisions is a key factor, along with the academia and the public sector. Landraces and associated knowledge are treasures to be used to benefit from farmers to consumers, directing the course of agriculture towards sustainable directions.
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Affiliation(s)
- Mercedes Rivas
- Departamento de Biología Vegetal, Facultad de Agronomía, Universidad de la República., Montevideo, Uruguay
- Centro Universitario Regional del Este (CURE), Universidad de la República., Rocha, Uruguay
| | - Rafael Vidal
- Departamento de Biología Vegetal, Facultad de Agronomía, Universidad de la República., Montevideo, Uruguay
| | - Raquel Silviana Neitzke
- Instituto Federal de Educação, Ciência e Tecnologia Sul-rio-grandense (IFSul), Bagé, RS, Brazil
| | - Daniela Priori
- Centro de Ensino Superior Riograndense (CESURG), Beira Campo, Sarandi, RS, Brazil
| | - Natália Almeida
- Departamento de Sostenibilidad Ambiental, Instituto Tecnológico Centro Sur, Universidad Tecnológica del Uruguay (UTEC), Durazno, Uruguay
| | | | - Guillermo A. Galván
- Departamento de Producción Vegetal, Centro Regional Sur (CRS), Facultad de Agronomía, Universidad de la República, Progreso, Canelones, Uruguay
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Laribi M, Fredua-Agyeman R, Ben M’Barek S, Sansaloni CP, Dreisigacker S, Gamba FM, Abdedayem W, Nefzaoui M, Araar C, Hwang SF, Yahyaoui AH, Strelkov SE. Genome-wide association analysis of tan spot disease resistance in durum wheat accessions from Tunisia. Front Genet 2023; 14:1231027. [PMID: 37946749 PMCID: PMC10631785 DOI: 10.3389/fgene.2023.1231027] [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: 05/29/2023] [Accepted: 10/02/2023] [Indexed: 11/12/2023] Open
Abstract
Background: Tunisia harbors a rich collection of unexploited durum wheat landraces (Triticum durum ssp. durum) that have been gradually replaced by elite cultivars since the 1970s. These landraces represent an important potential source for broadening the genetic background of elite durum wheat cultivars and for the introgression of novel genes for key traits, including disease resistance, into these cultivars. Methods: In this study, single nucleotide polymorphism (SNP) markers were used to investigate the genetic diversity and population structure of a core collection of 235 durum wheat accessions consisting mainly of landraces. The high phenotypic and genetic diversity of the fungal pathogen Pyrenophora tritici-repentis (cause of tan spot disease of wheat) in Tunisia allowed the assessment of the accessions for tan spot resistance at the adult plant stage under field conditions over three cropping seasons. A genome-wide association study (GWAS) was performed using a 90k SNP array. Results: Bayesian population structure analysis with 9191 polymorphic SNP markers classified the accessions into two groups, where groups 1 and 2 included 49.79% and 31.49% of the accessions, respectively, while the remaining 18.72% were admixtures. Principal coordinate analysis, the unweighted pair group method with arithmetic mean and the neighbor-joining method clustered the accessions into three to five groups. Analysis of molecular variance indicated that 76% of the genetic variation was among individuals and 23% was between individuals. Genome-wide association analyses identified 26 SNPs associated with tan spot resistance and explained between 8.1% to 20.2% of the phenotypic variation. The SNPs were located on chromosomes 1B (1 SNP), 2B (4 SNPs), 3A (2 SNPs), 3B (2 SNPs), 4A (2 SNPs), 4B (1 SNP), 5A (2 SNPs), 5B (4 SNPs), 6A (5 SNPs), 6B (2 SNPs), and 7B (1 SNP). Four markers, one on each of chromosomes 1B, and 5A, and two on 5B, coincided with previously reported SNPs for tan spot resistance, while the remaining SNPs were either novel markers or closely related to previously reported SNPs. Eight durum wheat accessions were identified as possible novel sources of tan spot resistance that could be introgressed into elite cultivars. Conclusion: The results highlighted the significance of chromosomes 2B, 5B, and 6A as genomic regions associated with tan spot resistance.
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Affiliation(s)
- Marwa Laribi
- CRP Wheat Septoria Precision Phenotyping Platform, Tunis, Tunisia
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, AB, Canada
| | - Rudolph Fredua-Agyeman
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, AB, Canada
| | - Sarrah Ben M’Barek
- CRP Wheat Septoria Precision Phenotyping Platform, Tunis, Tunisia
- Regional Field Crops Research Center of Beja (CRRGC), Beja, Tunisia
| | | | | | | | - Wided Abdedayem
- CRP Wheat Septoria Precision Phenotyping Platform, Tunis, Tunisia
| | - Meriem Nefzaoui
- CRP Wheat Septoria Precision Phenotyping Platform, Tunis, Tunisia
| | - Chayma Araar
- CRP Wheat Septoria Precision Phenotyping Platform, Tunis, Tunisia
| | - Sheau-Fang Hwang
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, AB, Canada
| | - Amor H. Yahyaoui
- CRP Wheat Septoria Precision Phenotyping Platform, Tunis, Tunisia
- Borlaug Training Foundation, Colorado State University, Fort Collins, CO, United States
| | - Stephen E. Strelkov
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, AB, Canada
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Ceniceros-Ojeda EA, Hayano-Kanashiro C, Martínez O, Reyes-Valdés MH, Hernández-Godinez F, Pons-Hernández JL, Simpson J. Large scale sampling of Mexican maize landraces for the presence of transgenes. Transgenic Res 2023; 32:399-409. [PMID: 37326744 DOI: 10.1007/s11248-023-00357-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Accepted: 06/01/2023] [Indexed: 06/17/2023]
Abstract
The presence and levels of transgenic maize in Mexico and the effect this could have on local landraces or closely related species such as teosinte has been the subject of several previous reports, some showing contrasting results. Cultural, social and political factors all affect maize cultivation in Mexico and although since 1998 there has been a moratorium on the commercial cultivation of transgenic maize, Mexico imports maize, mainly from the USA where transgenic cultivars are widely grown. Additionally extensive migration between rural areas in Mexico and the USA and customs of seed exchange between farmers may also play an unintentional role in the establishment of transgenic seed. A comprehensive study of all Mexican maize landraces throughout the country is not feasible, however this report presents data based on analysis of 3204 maize accessions obtained from the central region of Mexico (where permits have never been authorized for cultivation of transgenic maize) and the northern region (where for a short period authorization for experimental plots was granted). The results of the study confirm that transgenes are present in all the geographical areas sampled and were more common in germplasm obtained in the northern region. However, there was no evidence that regions where field trials had been authorized showed higher levels of transgene presence or that the morphology of seed lots harboring transgenic material was significantly modified in favor of expected transgenic phenotypes.
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Affiliation(s)
- E Adriana Ceniceros-Ojeda
- Departamento de Agrogenómica, Grupo Solena SAPI, de CV., Av. Olímpica 3020-D, Col. Villas de San Juan, 37295, León, Guanajuato, Mexico
| | - Corina Hayano-Kanashiro
- DICTUS, Universidad de Sonora, Blvd. Colosio entre Reforma y Sahuaripa. Col. Centro, 83000, Hermosillo, Sonora, Mexico
| | - Octavio Martínez
- Unidad de Genómica Avanzada (UGA/LANGEBIO), Km. 9.6 Libramiento Norte Carretera Irapuato-León, Apdo. Postal 629, 36821, Irapuato, Guanajuato, Mexico
| | - M Humberto Reyes-Valdés
- Universidad Autónoma Agraria Antonio Narro, Calzada Antonio Narro 1923, 25315, Saltillo, Coahuila, Mexico
| | - Fernando Hernández-Godinez
- Unidad de Genómica Avanzada (UGA/LANGEBIO), Km. 9.6 Libramiento Norte Carretera Irapuato-León, Apdo. Postal 629, 36821, Irapuato, Guanajuato, Mexico
| | - José Luis Pons-Hernández
- Campo Experimental Bajio, INIFAP, Km. 6.5 Carretera Celaya-San Miguel de Allende, 38110, Celaya, Guanajuato, Mexico
| | - June Simpson
- Department of Genetic Engineering, CINVESTAV, Km. 9.6 Libramiento Norte Carretera Irapuato-León, Apdo. Postal 629, 36821, Irapuato, Guanajuato, Mexico.
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10
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Alfaro B, Marshall DL. Evidence of differential phenotypic plasticity in a desert mustard. Ecol Evol 2023; 13:e10479. [PMID: 37664494 PMCID: PMC10468984 DOI: 10.1002/ece3.10479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Accepted: 08/08/2023] [Indexed: 09/05/2023] Open
Abstract
Understanding the effect of the environment on trait variation is critical for ecologically and economically important plants. Here, we asked whether differences in soil moisture are a source of variation in Sahara mustard (Brassica tournefortii). We subjected common garden populations of plants derived from native, invasive, and landrace sources (ranges) to varying water addition treatments. Using principal component analysis, we generated composite variables of life history traits for ANCOVA tests and plotted norms of reaction. Planting time was included as a covariate because we observed differences in seedling emergence despite efforts to standardize germination. We also examined the population coefficient of variation of individual traits (plasticity) and the association of trait CVs with fitness. The amount of plasticity varied but was inconsistent among range sources for all composite traits. Planting time did not affect treatments, but plants from different ranges responded differently to variable planting times. With a surplus of water, plants derived from native and invasive populations plateaued in vegetative trait values but showed a continuous linear increase in reproductive trait values. Possibly as a result of domestication, moderate and high water treatments in landrace plants caused plateaus in composite trait values for flowering phenology, seed count, plant size, and branching. The ecological breadth shown by our plants is likely due to drought tolerance that evolved in Brassica tournefortii source populations.
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Affiliation(s)
- Brian Alfaro
- Department of BiologyEastern UniversitySt. DavidsPennsylvaniaUSA
- Department of BiologyUniversity of New MexicoAlbuquerqueNew MexicoUSA
| | - Diane L. Marshall
- Department of BiologyUniversity of New MexicoAlbuquerqueNew MexicoUSA
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11
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Ramirez-Villegas J, Khoury CK, Achicanoy HA, Diaz MV, Mendez AC, Sosa CC, Kehel Z, Guarino L, Abberton M, Aunario J, Awar BA, Alarcon JC, Amri A, Anglin NL, Azevedo V, Aziz K, Capilit GL, Chavez O, Chebotarov D, Costich DE, Debouck DG, Ellis D, Falalou H, Fiu A, Ghanem ME, Giovannini P, Goungoulou AJ, Gueye B, Hobyb AIE, Jamnadass R, Jones CS, Kpeki B, Lee JS, McNally KL, Muchugi A, Ndjiondjop MN, Oyatomi O, Payne TS, Ramachandran S, Rossel G, Roux N, Ruas M, Sansaloni C, Sardos J, Setiyono TD, Tchamba M, van den Houwe I, Velazquez JA, Venuprasad R, Wenzl P, Yazbek M, Zavala C. State of ex situ conservation of landrace groups of 25 major crops. NATURE PLANTS 2022; 8:491-499. [PMID: 35534721 PMCID: PMC9122826 DOI: 10.1038/s41477-022-01144-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 03/28/2022] [Indexed: 06/14/2023]
Abstract
Crop landraces have unique local agroecological and societal functions and offer important genetic resources for plant breeding. Recognition of the value of landrace diversity and concern about its erosion on farms have led to sustained efforts to establish ex situ collections worldwide. The degree to which these efforts have succeeded in conserving landraces has not been comprehensively assessed. Here we modelled the potential distributions of eco-geographically distinguishable groups of landraces of 25 cereal, pulse and starchy root/tuber/fruit crops within their geographic regions of diversity. We then analysed the extent to which these landrace groups are represented in genebank collections, using geographic and ecological coverage metrics as a proxy for genetic diversity. We find that ex situ conservation of landrace groups is currently moderately comprehensive on average, with substantial variation among crops; a mean of 63% ± 12.6% of distributions is currently represented in genebanks. Breadfruit, bananas and plantains, lentils, common beans, chickpeas, barley and bread wheat landrace groups are among the most fully represented, whereas the largest conservation gaps persist for pearl millet, yams, finger millet, groundnut, potatoes and peas. Geographic regions prioritized for further collection of landrace groups for ex situ conservation include South Asia, the Mediterranean and West Asia, Mesoamerica, sub-Saharan Africa, the Andean mountains of South America and Central to East Asia. With further progress to fill these gaps, a high degree of representation of landrace group diversity in genebanks is feasible globally, thus fulfilling international targets for their ex situ conservation.
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Affiliation(s)
- Julian Ramirez-Villegas
- International Center for Tropical Agriculture (CIAT), Cali, Colombia.
- CGIAR Research Program on Climate Change, Agriculture and Food Security (CCAFS), Cali, Colombia.
- Wageningen University & Research (WUR), Plant Production Systems Group, Wageningen, The Netherlands.
| | - Colin K Khoury
- International Center for Tropical Agriculture (CIAT), Cali, Colombia.
- San Diego Botanic Garden, Encinitas, CA, USA.
| | | | | | - Andres C Mendez
- International Center for Tropical Agriculture (CIAT), Cali, Colombia
| | - Chrystian C Sosa
- International Center for Tropical Agriculture (CIAT), Cali, Colombia
- Pontificia Universidad Javeriana Cali, Cali, Colombia
- Universidad del Quindío, Armenia, Colombia
| | - Zakaria Kehel
- International Center for Agricultural Research in the Dry Areas (ICARDA), Rabat, Morocco
| | | | - Michael Abberton
- International Institute of Tropical Agriculture (IITA), Ibadan, Nigeria
| | - Jorrel Aunario
- International Rice Research Institute (IRRI), Los Baños, Philippines
| | - Bashir Al Awar
- International Center for Agricultural Research in the Dry Areas (ICARDA), Beirut, Lebanon
| | | | - Ahmed Amri
- International Center for Agricultural Research in the Dry Areas (ICARDA), Rabat, Morocco
| | - Noelle L Anglin
- International Potato Center (CIP), Lima, Peru
- United States Department of Agriculture (USDA), Agricultural Research Service, Aberdeen, ID, USA
| | - Vania Azevedo
- International Potato Center (CIP), Lima, Peru
- International Crops Research Institute for the Semi-arid Tropics (ICRISAT), Hyderabad, India
| | - Khadija Aziz
- International Center for Agricultural Research in the Dry Areas (ICARDA), Rabat, Morocco
| | - Grace Lee Capilit
- International Rice Research Institute (IRRI), Los Baños, Philippines
| | | | - Dmytro Chebotarov
- International Rice Research Institute (IRRI), Los Baños, Philippines
| | - Denise E Costich
- International Maize and Wheat Improvement Center (CIMMYT), Texcoco, México
| | - Daniel G Debouck
- International Center for Tropical Agriculture (CIAT), Cali, Colombia
| | - David Ellis
- International Potato Center (CIP), Lima, Peru
| | - Hamidou Falalou
- International Crops Research Institute for the Semi-arid Tropics (ICRISAT), Niamey, Niger
| | - Albert Fiu
- Centre for Pacific Crops and Trees (CePaCT), Narere, Fiji
| | | | | | | | - Badara Gueye
- International Institute of Tropical Agriculture (IITA), Ibadan, Nigeria
| | - Amal Ibn El Hobyb
- International Center for Agricultural Research in the Dry Areas (ICARDA), Rabat, Morocco
| | | | - Chris S Jones
- International Livestock Research Institute (ILRI), Addis Ababa, Ethiopia
| | | | - Jae-Sung Lee
- International Rice Research Institute (IRRI), Los Baños, Philippines
| | - Kenneth L McNally
- International Rice Research Institute (IRRI), Los Baños, Philippines
| | - Alice Muchugi
- International Livestock Research Institute (ILRI), Addis Ababa, Ethiopia
| | | | - Olaniyi Oyatomi
- International Institute of Tropical Agriculture (IITA), Ibadan, Nigeria
| | - Thomas S Payne
- International Maize and Wheat Improvement Center (CIMMYT), Texcoco, México
| | - Senthil Ramachandran
- International Crops Research Institute for the Semi-arid Tropics (ICRISAT), Hyderabad, India
| | | | | | - Max Ruas
- Bioversity International, Montpellier, France
| | - Carolina Sansaloni
- International Maize and Wheat Improvement Center (CIMMYT), Texcoco, México
| | | | - Tri Deri Setiyono
- International Rice Research Institute (IRRI), Los Baños, Philippines
- Louisiana State University, Baton Rouge, LA, USA
| | - Marimagne Tchamba
- International Institute of Tropical Agriculture (IITA), Ibadan, Nigeria
| | | | | | | | - Peter Wenzl
- International Center for Tropical Agriculture (CIAT), Cali, Colombia
| | - Mariana Yazbek
- International Center for Agricultural Research in the Dry Areas (ICARDA), Beirut, Lebanon
| | - Cristian Zavala
- International Maize and Wheat Improvement Center (CIMMYT), Texcoco, México
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12
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Janzen GM, Aguilar‐Rangel MR, Cíntora‐Martínez C, Blöcher‐Juárez KA, González‐Segovia E, Studer AJ, Runcie DE, Flint‐Garcia SA, Rellán‐Álvarez R, Sawers RJH, Hufford MB. Demonstration of local adaptation in maize landraces by reciprocal transplantation. Evol Appl 2022; 15:817-837. [PMID: 35603032 PMCID: PMC9108319 DOI: 10.1111/eva.13372] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 01/24/2022] [Accepted: 01/31/2022] [Indexed: 11/28/2022] Open
Abstract
Populations are locally adapted when they exhibit higher fitness than foreign populations in their native habitat. Maize landrace adaptations to highland and lowland conditions are of interest to researchers and breeders. To determine the prevalence and strength of local adaptation in maize landraces, we performed a reciprocal transplant experiment across an elevational gradient in Mexico. We grew 120 landraces, grouped into four populations (Mexican Highland, Mexican Lowland, South American Highland, South American Lowland), in Mexican highland and lowland common gardens and collected phenotypes relevant to fitness and known highland-adaptive traits such as anthocyanin pigmentation and macrohair density. 67k DArTseq markers were generated from field specimens to allow comparisons between phenotypic patterns and population genetic structure. We found phenotypic patterns consistent with local adaptation, though these patterns differ between the Mexican and South American populations. Quantitative trait differentiation (Q ST) was greater than neutral allele frequency differentiation (F ST) for many traits, signaling directional selection between pairs of populations. All populations exhibited higher fitness metric values when grown at their native elevation, and Mexican landraces had higher fitness than South American landraces when grown in these Mexican sites. As environmental distance between landraces' native collection sites and common garden sites increased, fitness values dropped, suggesting landraces are adapted to environmental conditions at their natal sites. Correlations between fitness and anthocyanin pigmentation and macrohair traits were stronger in the highland site than the lowland site, supporting their status as highland-adaptive. These results give substance to the long-held presumption of local adaptation of New World maize landraces to elevation and other environmental variables across North and South America.
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Affiliation(s)
- Garrett M. Janzen
- Department of Ecology, Evolution, and Organismal BiologyIowa State UniversityAmesIowaUSA
- Present address:
Department of Plant BiologyUniversity of GeorgiaAthensGeorgia30602USA
| | | | | | | | | | - Anthony J. Studer
- Department of Crop SciencesUniversity of Illinois Urbana‐ChampaignUrbanaIllinoisUSA
| | - Daniel E. Runcie
- Department of Plant SciencesUniversity of California‐DavisBerkeleyCaliforniaUSA
| | - Sherry A. Flint‐Garcia
- Agricultural Research ServiceUnited States Department of AgricultureColumbiaMissouriUSA
- University of MissouriColumbiaMissouriUSA
| | - Rubén Rellán‐Álvarez
- LangebioIrapuato, GuanajuatoMexico
- Present address:
Molecular and Structural BiochemistryNorth Carolina State University128 Polk HallRaleighNorth Carolina27695‐7622USA
| | - Ruairidh J. H. Sawers
- LangebioIrapuato, GuanajuatoMexico
- Present address:
Department of Plant SciencePennsylvania State UniversityUniversity ParkPennsylvania16802USA
| | - Matthew B. Hufford
- Department of Ecology, Evolution, and Organismal BiologyIowa State UniversityAmesIowaUSA
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13
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The Neglected Traditional Enset (Ensete ventricosum) Crop Landraces for the Sustainable Livelihood of the Local People in Southern Ethiopia. INTERNATIONAL JOURNAL OF FOOD SCIENCE 2022; 2022:6026763. [PMID: 35535138 PMCID: PMC9078839 DOI: 10.1155/2022/6026763] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 03/18/2022] [Accepted: 04/15/2022] [Indexed: 11/30/2022]
Abstract
Enset (Ensete ventricosum, Musaceae) is a neglected traditional multipurpose crop plant critical for Ethiopian food security. It has drawn a lot of attention in the last few years. This study was undertaken on the morphological diversity among the enset landraces and their cultural use for the livelihood of the people in Southern Ethiopia. The study was administered in four purposively selected kebeles of the Mareka District. A total of 145 individuals were interviewed using semistructured interviews, and field observation has also occurred. The descriptors for enset developed by the International Board for Plant Genetic Resources were used to measure the morphological features. This study found twenty-two enset landraces. Landraces were categorized into five groups based on their morphological trait variability. The highest mean was in cluster five, while the lowest was in cluster three. The highest landrace diversity was found in Ocha (n = 2.28) and the lowest in Guta (n = 2.17). This study confirmed that the study area has a diverse range of ecosystems. However, a reduction in production and the loss of some landraces were observed. As a result, the protection and preservation of enset landraces must be a priority for all responsible entities.
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14
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Acosta-Quezada PG, Valladolid-Salinas EH, Murquincho-Chuncho JM, Jadán-Veriñas E, Ruiz-González MX. Heterogeneous effects of climatic conditions on Andean bean landraces and cowpeas highlight alternatives for crop management and conservation. Sci Rep 2022; 12:6586. [PMID: 35449148 PMCID: PMC9022739 DOI: 10.1038/s41598-022-10277-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Accepted: 03/30/2022] [Indexed: 11/09/2022] Open
Abstract
The use and conservation of agrobiodiversity have become critical to face the actual and future challenges imposed by climate change. Collecting phytogenetic resources is a first step for their conservation; however, the genetic material must be analysed to understand their potential to improve agricultural resilience and adaptation to the new climatic conditions. We have selected nine Phaseolus vulgaris, one P. lunatus and two Vigna unguiculata landraces from two different climatic backgrounds of the Andean region of South Ecuador and one P. vulgaris commercial cultivar, and we grew them under two different conditions of temperature and humidity (open field and greenhouse). Then, we recorded data for 32 characters of plant architecture, flower and fruit characteristics and yield, and 17 events in the phenology of the plants. We analysed the impact of treatment on species, climatic background, and each of the landraces, and identified both characters and landraces that are mostly affected by changes in their environmental conditions. Overall, higher temperatures were benign for all materials except for two P. vulgaris landraces from cold background, which performed better or developed faster under cold conditions. Finally, we calculated a climate resilience landrace index, which allowed us to classify the landraces by their plasticity to new environmental conditions, and found heterogeneous landrace susceptibility to warmer conditions. Two P. vulgaris landraces were highlighted as critical targets for conservation.
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Affiliation(s)
- Pablo G Acosta-Quezada
- Departamento de CC. Biológicas y Agropecuarias, Universidad Técnica Particular de Loja-UTPL, San Cayetano Alto, Calle Marcelino Champagnat s/n, Apartado Postal 11-01-608, Loja, Ecuador
| | - Edin H Valladolid-Salinas
- Departamento de CC. Biológicas y Agropecuarias, Universidad Técnica Particular de Loja-UTPL, San Cayetano Alto, Calle Marcelino Champagnat s/n, Apartado Postal 11-01-608, Loja, Ecuador
| | - Janina M Murquincho-Chuncho
- Departamento de CC. Biológicas y Agropecuarias, Universidad Técnica Particular de Loja-UTPL, San Cayetano Alto, Calle Marcelino Champagnat s/n, Apartado Postal 11-01-608, Loja, Ecuador
| | - Eudaldo Jadán-Veriñas
- Facultad de CC. Agropecuarias, Universidad Técnica de Machala-UTMACH, Machala, El Oro, Ecuador
| | - Mario X Ruiz-González
- Departamento de CC. Biológicas y Agropecuarias, Universidad Técnica Particular de Loja-UTPL, San Cayetano Alto, Calle Marcelino Champagnat s/n, Apartado Postal 11-01-608, Loja, Ecuador.
- Instituto Universitario de Conservación y Mejora de la Agrodiversidad Valenciana, Universitat Politècnica de València, Camino de Vera s/n, Valencia, Spain.
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15
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Zimmerer KS, Jones AD, de Haan S, Creed-Kanashiro H, Tubbeh RM, Hultquist C, Tello Villavicencio MN, Plasencia Amaya F, Nguyen KT. Integrating Social-Ecological and Political-Ecological Models of Agrobiodiversity With Nutrient Management of Keystone Food Spaces to Support SDG 2. FRONTIERS IN SUSTAINABLE FOOD SYSTEMS 2022. [DOI: 10.3389/fsufs.2022.734943] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Agrobiodiversity—the biodiversity of food, agriculture, and land use—is essential to U.N. Sustainable Development Goal 2 by providing crucial food and nutritional quality of diets combined with strengthening agroecological sustainability. Focusing on the agrobiodiversity nexus to SDG 2, the current study utilized the interdisciplinary Agrobiodiversity Knowledge Framework (AKF), household-level surveys, and biodiversity sampling of crop fields and home gardens in a case study in Huánuco, Peru, in 2017. Statistical measures estimated agrobiodiversity of crop fields (n = 268 households) and home gardens (n=159 households) based on species richness (3.7 and 10.2 species/household, in fields and gardens, respectively) and evenness (Shannon diversity index; 0.70 and 1.83 in fields and gardens, respectively). Robust results of Poisson and OLS regression models identified several AKF-guided determinants of agrobiodiversity. Estimated species richness and evenness were significantly associated with 12 social-ecological and political-ecological factors from the four AKF thematic axes: farm characteristics and agroecology; diets and nutrition; markets, governance and sociocultural practices; and global change. This study's AKF approach, agrobiodiversity modeling, agroecological characterization, and field-based case study advanced a series of useful research insights, comparisons, and conceptual innovations to address SDG 2. Characterization of nutrient management through soil- and plant-focused cultural practices and livelihood roles distinguished the “keystone agrobiodiversity-and-food space” of multi-species maize fields (maizales) identified in AKF regression and characterization results. This key space furnished crucial food-nutrition and agroecological benefits that can be expanded by overcoming identified barriers. AKF-guided models incorporating key agrobiodiversity-and-food spaces and ecological nutrient management are needed to strengthen SDG 2 strategies.
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16
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Fine-scale genetic structure of the rice landrace population in Japan. Mol Genet Genomics 2022; 297:711-718. [PMID: 35290520 DOI: 10.1007/s00438-022-01880-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Accepted: 02/26/2022] [Indexed: 10/18/2022]
Abstract
Rice cultivation was introduced into Japan 3000 years ago and has expanded across the country and encompasses a wide variety of environmental conditions. Here, we elucidated the differentiation of the genetic population structure of 1037 rice landraces across Japan. Using 4451 polymorphisms derived from genome-wide analysis of double-digest restriction-site-associated DNA analysis, population genomics including ADMIXTURE and principal component analysis was carried out. These landraces were classified into nine subpopulations based on geographical origin. Massive-scale genotyping and diversity analysis demonstrated that the differentiation of genetic population structure in rice landraces across Japan might consist of two phases, namely western to eastern and southern to northern phases. The differentiation of genetic population structure was detected only in landraces from three geographical regions, Hokuriku, Tohoku, and Hokkaido, as the southern to northern phase. Conversely, differentiation was not observed in landraces from six geographical regions, Kyushu, Shikoku, Chugoku, Kinki, Tokai, and Kanto, as the western to eastern phase. The genetic population structure may have facilitated the expansion of genetic diversity among local regions.
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17
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Perez-Limón S, Li M, Cintora-Martinez GC, Aguilar-Rangel MR, Salazar-Vidal MN, González-Segovia E, Blöcher-Juárez K, Guerrero-Zavala A, Barrales-Gamez B, Carcaño-Macias J, Costich DE, Nieto-Sotelo J, Martinez de la Vega O, Simpson J, Hufford MB, Ross-Ibarra J, Flint-Garcia S, Diaz-Garcia L, Rellán-Álvarez R, Sawers RJH. A B73×Palomero Toluqueño mapping population reveals local adaptation in Mexican highland maize. G3 (BETHESDA, MD.) 2022; 12:jkab447. [PMID: 35100386 PMCID: PMC8896015 DOI: 10.1093/g3journal/jkab447] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Accepted: 12/16/2021] [Indexed: 01/31/2023]
Abstract
Generations of farmer selection in the central Mexican highlands have produced unique maize varieties adapted to the challenges of the local environment. In addition to possessing great agronomic and cultural value, Mexican highland maize represents a good system for the study of local adaptation and acquisition of adaptive phenotypes under cultivation. In this study, we characterize a recombinant inbred line population derived from the B73 reference line and the Mexican highland maize variety Palomero Toluqueño. B73 and Palomero Toluqueño showed classic rank-changing differences in performance between lowland and highland field sites, indicative of local adaptation. Quantitative trait mapping identified genomic regions linked to effects on yield components that were conditionally expressed depending on the environment. For the principal genomic regions associated with ear weight and total kernel number, the Palomero Toluqueño allele conferred an advantage specifically in the highland site, consistent with local adaptation. We identified Palomero Toluqueño alleles associated with expression of characteristic highland traits, including reduced tassel branching, increased sheath pigmentation and the presence of sheath macrohairs. The oligogenic architecture of these three morphological traits supports their role in adaptation, suggesting they have arisen from consistent directional selection acting at distinct points across the genome. We discuss these results in the context of the origin of phenotypic novelty during selection, commenting on the role of de novo mutation and the acquisition of adaptive variation by gene flow from endemic wild relatives.
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Affiliation(s)
- Sergio Perez-Limón
- Laboratorio Nacional de Genómica para la Biodiversidad/Unidad de Genómica Avanzada, Centro de Investigación y de Estudios Avanzados, Instituto Politécnico Nacional (CINVESTAV-IPN), Irapuato, Guanajuato 36821, México
- Department of Plant Science, The Pennsylvania State University, State College, PA 16802, USA
| | - Meng Li
- Department of Plant Science, The Pennsylvania State University, State College, PA 16802, USA
| | - G Carolina Cintora-Martinez
- Laboratorio Nacional de Genómica para la Biodiversidad/Unidad de Genómica Avanzada, Centro de Investigación y de Estudios Avanzados, Instituto Politécnico Nacional (CINVESTAV-IPN), Irapuato, Guanajuato 36821, México
| | - M Rocio Aguilar-Rangel
- Laboratorio Nacional de Genómica para la Biodiversidad/Unidad de Genómica Avanzada, Centro de Investigación y de Estudios Avanzados, Instituto Politécnico Nacional (CINVESTAV-IPN), Irapuato, Guanajuato 36821, México
| | - M Nancy Salazar-Vidal
- Laboratorio Nacional de Genómica para la Biodiversidad/Unidad de Genómica Avanzada, Centro de Investigación y de Estudios Avanzados, Instituto Politécnico Nacional (CINVESTAV-IPN), Irapuato, Guanajuato 36821, México
- Department of Evolution and Ecology, UC Davis, CA 95616 USA
| | - Eric González-Segovia
- Laboratorio Nacional de Genómica para la Biodiversidad/Unidad de Genómica Avanzada, Centro de Investigación y de Estudios Avanzados, Instituto Politécnico Nacional (CINVESTAV-IPN), Irapuato, Guanajuato 36821, México
- Department of Botany, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Karla Blöcher-Juárez
- Laboratorio Nacional de Genómica para la Biodiversidad/Unidad de Genómica Avanzada, Centro de Investigación y de Estudios Avanzados, Instituto Politécnico Nacional (CINVESTAV-IPN), Irapuato, Guanajuato 36821, México
| | - Alejandro Guerrero-Zavala
- Laboratorio Nacional de Genómica para la Biodiversidad/Unidad de Genómica Avanzada, Centro de Investigación y de Estudios Avanzados, Instituto Politécnico Nacional (CINVESTAV-IPN), Irapuato, Guanajuato 36821, México
| | - Benjamin Barrales-Gamez
- Laboratorio Nacional de Genómica para la Biodiversidad/Unidad de Genómica Avanzada, Centro de Investigación y de Estudios Avanzados, Instituto Politécnico Nacional (CINVESTAV-IPN), Irapuato, Guanajuato 36821, México
| | - Jessica Carcaño-Macias
- Laboratorio Nacional de Genómica para la Biodiversidad/Unidad de Genómica Avanzada, Centro de Investigación y de Estudios Avanzados, Instituto Politécnico Nacional (CINVESTAV-IPN), Irapuato, Guanajuato 36821, México
| | - Denise E Costich
- International Center for Maize and Wheat Improvement (CIMMyT), De México 56237, México
| | - Jorge Nieto-Sotelo
- Jardín Botánico, Instituto de Biología, Universidad Nacional Autónoma de México, Ciudad de México 04510, México
| | - Octavio Martinez de la Vega
- Laboratorio Nacional de Genómica para la Biodiversidad/Unidad de Genómica Avanzada, Centro de Investigación y de Estudios Avanzados, Instituto Politécnico Nacional (CINVESTAV-IPN), Irapuato, Guanajuato 36821, México
| | - June Simpson
- Laboratorio Nacional de Genómica para la Biodiversidad/Unidad de Genómica Avanzada, Centro de Investigación y de Estudios Avanzados, Instituto Politécnico Nacional (CINVESTAV-IPN), Irapuato, Guanajuato 36821, México
| | - Matthew B Hufford
- Department of Ecology, Evolution, and Organismal Biology, Iowa State University, Ames, IA 50011, USA
| | - Jeffrey Ross-Ibarra
- Department of Evolution and Ecology, UC Davis, CA 95616 USA
- Center for Population Biology, and Genome Center, UC Davis, Davis, CA 95616, USA
| | - Sherry Flint-Garcia
- U.S. Department of Agriculture, Agricultural Research Service Plant Genetics Research Unit, Columbia, MO 65211, USA
| | - Luis Diaz-Garcia
- Campo Experimental Pabellón-INIFAP. Carretera Aguascalientes-Zacatecas, Aguascalientes, CP 20660, México
| | - Rubén Rellán-Álvarez
- Laboratorio Nacional de Genómica para la Biodiversidad/Unidad de Genómica Avanzada, Centro de Investigación y de Estudios Avanzados, Instituto Politécnico Nacional (CINVESTAV-IPN), Irapuato, Guanajuato 36821, México
- Department of Molecular and Structural Biochemistry, North Carolina State University, Raleigh, NC 27695, USA
| | - Ruairidh J H Sawers
- Laboratorio Nacional de Genómica para la Biodiversidad/Unidad de Genómica Avanzada, Centro de Investigación y de Estudios Avanzados, Instituto Politécnico Nacional (CINVESTAV-IPN), Irapuato, Guanajuato 36821, México
- Department of Plant Science, The Pennsylvania State University, State College, PA 16802, USA
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Characterization of Mediterranean Durum Wheat for Resistance to Pyrenophora tritici-repentis. Genes (Basel) 2022; 13:genes13020336. [PMID: 35205379 PMCID: PMC8872616 DOI: 10.3390/genes13020336] [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: 12/23/2021] [Revised: 02/03/2022] [Accepted: 02/04/2022] [Indexed: 02/04/2023] Open
Abstract
Tan spot (TS), caused by the fugus Pyrenophora tritici-repentis (Ptr), has gained significant importance in the last few years, thereby representing a threat to wheat production in all major wheat-growing regions, including Tunisia. In this context, we evaluated a Mediterranean collection of 549 durum wheat accessions under field conditions for resistance to Ptr over two cropping seasons in Jendouba (Tunisia), a hot spot for Ptr. The relative disease severities showed significant phenotypic variation from resistance to susceptibility. The correlation between disease scores over the two trials was significant, as 50% of the accessions maintained good levels of resistance (resistant–moderately resistant). Seedling and adult-stage reactions were significantly correlated. The ANOVA analysis revealed that the genotype term is highly significant at the adult stage, thus emphasizing the high genetic variability of the tested accessions. Reaction-type comparison among and between countries revealed a high diversity of TS resistance. Plant height (PH) was negatively correlated to disease scores, indicating that PH might either have a significant effect on TS severity or that it can be a potential disease escape trait. The evaluation of this collection allowed for the identification of potential diverse resistance sources to Ptr that can be incorporated in breeding programs.
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Khoury CK, Brush S, Costich DE, Curry HA, de Haan S, Engels JMM, Guarino L, Hoban S, Mercer KL, Miller AJ, Nabhan GP, Perales HR, Richards C, Riggins C, Thormann I. Crop genetic erosion: understanding and responding to loss of crop diversity. THE NEW PHYTOLOGIST 2022; 233:84-118. [PMID: 34515358 DOI: 10.1111/nph.17733] [Citation(s) in RCA: 88] [Impact Index Per Article: 29.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Accepted: 08/13/2021] [Indexed: 06/13/2023]
Abstract
Crop diversity underpins the productivity, resilience and adaptive capacity of agriculture. Loss of this diversity, termed crop genetic erosion, is therefore concerning. While alarms regarding evident declines in crop diversity have been raised for over a century, the magnitude, trajectory, drivers and significance of these losses remain insufficiently understood. We outline the various definitions, measurements, scales and sources of information on crop genetic erosion. We then provide a synthesis of evidence regarding changes in the diversity of traditional crop landraces on farms, modern crop cultivars in agriculture, crop wild relatives in their natural habitats and crop genetic resources held in conservation repositories. This evidence indicates that marked losses, but also maintenance and increases in diversity, have occurred in all these contexts, the extent depending on species, taxonomic and geographic scale, and region, as well as analytical approach. We discuss steps needed to further advance knowledge around the agricultural and societal significance, as well as conservation implications, of crop genetic erosion. Finally, we propose actions to mitigate, stem and reverse further losses of crop diversity.
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Affiliation(s)
- Colin K Khoury
- International Center for Tropical Agriculture (CIAT), Km 17, Recta Cali-Palmira, Apartado Aéreo 6713, 763537, Cali, Colombia
- Department of Biology, Saint Louis University, 1 N. Grand Blvd, St Louis, MO, 63103, USA
- San Diego Botanic Garden, 230 Quail Gardens Dr., Encinitas, CA, 92024, USA
| | - Stephen Brush
- University of California Davis, 1 Shields Ave., Davis, CA, 95616, USA
| | - Denise E Costich
- International Maize and Wheat Improvement Center (CIMMYT), Carretera México-Veracruz, Km. 45, El Batán, 56237, Texcoco, México
| | - Helen Anne Curry
- Department of History and Philosophy of Science, University of Cambridge, Free School Lane, Cambridge, CB2 3RH, UK
| | - Stef de Haan
- International Potato Center (CIP), Avenida La Molina 1895, La Molina, Apartado Postal 1558, Lima, Peru
| | | | - Luigi Guarino
- Global Crop Diversity Trust, Platz der Vereinten Nationen 7, 53113, Bonn, Germany
| | - Sean Hoban
- The Morton Arboretum, The Center for Tree Science, 4100 IL-53, Lisle, IL, 60532, USA
| | - Kristin L Mercer
- Department of Horticulture and Crop Science, The Ohio State University, Columbus, OH, 43210, USA
| | - Allison J Miller
- Department of Biology, Saint Louis University, 1 N. Grand Blvd, St Louis, MO, 63103, USA
- Donald Danforth Plant Science Center, 975 N Warson Rd, St Louis, MO, 63132, USA
| | - Gary P Nabhan
- Southwest Center and Institute of the Environment, University of Arizona, 1401 E. First St., PO Box 210185, Tucson, AZ, 85721-0185, USA
| | - Hugo R Perales
- Departamento de Agroecología, El Colegio de la Frontera Sur, San Cristóbal, Chiapas, 29290, México
| | - Chris Richards
- National Laboratory for Genetic Resources Preservation, United States Department of Agriculture, Agricultural Research Service, 1111 South Mason Street, Fort Collins, CO, 80521, USA
| | - Chance Riggins
- Department of Crop Sciences, University of Illinois, 331 Edward R. Madigan Lab, 1201 W. Gregory Dr., Urbana, IL, 61801, USA
| | - Imke Thormann
- Federal Office for Agriculture and Food (BLE), Information and Coordination Centre for Biological Diversity (IBV), Deichmanns Aue 29, 53179, Bonn, Germany
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Komarnytsky S, Retchin S, Vong CI, Lila MA. Gains and Losses of Agricultural Food Production: Implications for the Twenty-First Century. Annu Rev Food Sci Technol 2021; 13:239-261. [PMID: 34813357 DOI: 10.1146/annurev-food-082421-114831] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The world food supply depends on a diminishing list of plant crops and animal livestock to not only feed the ever-growing human population but also improve its nutritional state and lower the disease burden. Over the past century or so, technological advances in agricultural and food processing have helped reduce hunger and poverty but have not adequately addressed sustainability targets. This has led to an erosion of agricultural biodiversity and balanced diets and contributed to climate change and rising rates of chronic metabolic diseases. Modern food supply chains have progressively lost dietary fiber, complex carbohydrates, micronutrients, and several classes of phytochemicals with high bioactivity and nutritional relevance. This review introduces the concept of agricultural food systems losses and focuses on improved sources of agricultural diversity, proteins with enhanced resilience, and novel monitoring, processing, and distribution technologies that are poised to improve food security, reduce food loss and waste, and improve health profiles in the near future. Expected final online publication date for the Annual Review of Food Science and Technology, Volume 13 is March 2022. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.
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Affiliation(s)
- Slavko Komarnytsky
- Plants for Human Health Institute, North Carolina State University, Kannapolis, North Carolina; .,Department of Food, Bioprocessing, and Nutrition Sciences, North Carolina State University, Raleigh, North Carolina
| | - Sophia Retchin
- Kenan-Flagler Business School, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Chi In Vong
- Plants for Human Health Institute, North Carolina State University, Kannapolis, North Carolina; .,Department of Food, Bioprocessing, and Nutrition Sciences, North Carolina State University, Raleigh, North Carolina
| | - Mary Ann Lila
- Plants for Human Health Institute, North Carolina State University, Kannapolis, North Carolina; .,Department of Food, Bioprocessing, and Nutrition Sciences, North Carolina State University, Raleigh, North Carolina
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21
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State of Crop Landraces in Arcadia (Greece) and In-Situ Conservation Potential. DIVERSITY 2021. [DOI: 10.3390/d13110558] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Genetic erosion of landraces is increasing worldwide, however there are still regions rich in landrace biodiversity, such as islands and mountainous isolated areas. Defining the reasons of landrace abandonment in these areas, as well as collecting and preserving landraces, is of outmost importance. In this context, the Agricultural University of Athens organized missions in 53 villages of Arcadia, a prefecture rich in floral biodiversity and variable climatic conditions and topography. The aim was to collect samples of the on-farm (in-situ) conserved annual crop landraces and record the location of perennial crop local varieties. Since traditional knowledge and practices have been playing a vital role in the survival of landraces and local varieties, information was obtained through personal interviews with locals using semi-structured questionnaires. Even though the number of accessions collected from Arcadia has been reduced (141 samples) compared to previous collections and genetic erosion is advancing dramatically for cereals and pulses, a significant number of landraces is still cultivated by the locals. The reasons of landrace abandonment were other sources of occupation than agriculture, such as public service jobs, mechanization, and commercialization of agriculture. Gastronomic and agro-tourism along with European Union trademarks and policies can support locals in landrace/local varieties in-situ conservation.
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22
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Argumedo A, Song Y, Khoury CK, Hunter D, Dempewolf H, Guarino L, de Haan S. Biocultural Diversity for Food System Transformation Under Global Environmental Change. FRONTIERS IN SUSTAINABLE FOOD SYSTEMS 2021. [DOI: 10.3389/fsufs.2021.685299] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023] Open
Abstract
Biocultural diversity is central to the nutrition, resilience, and adaptive capacity of Indigenous and traditional peoples, who collectively maintain the longest ongoing human experiences with the provision of food under environmental change. In the form of crops and livestock and associated knowledge on their cultivation and use, food-related biocultural diversity likewise underpins global food security. As food system transformation is increasingly recognized as an urgent priority, we argue that food security, sustainability, resilience, and adaptive capacity can be furthered through greater emphasis on conservation, use, and celebration of food-related biocultural diversity. We provide examples from the Parque de la Papa, Peru, a “food biocultural diversity neighborhood” which through advocacy and partnerships based around its diversity, has both enhanced local communities and contributed to food security at a much larger scale. We outline collaborative actions which we believe are important to up- and out-scale food biocultural diversity neighborhood successes. Further research and knowledge sharing are critical to better document, understand, track, and communicate the value, functions, and state of biocultural diversity in food systems. Expanded training and capacity development opportunities are important to enable the interchange of experiences and visions on food, health, sustainability and resilience, climate adaptation, equity and justice, and livelihood generation with others facing similar challenges. Finally, strengthened networking across food biocultural diversity neighborhoods is essential to their persistence and growth as they increasingly engage with local, national, and international organizations, based on shared interests and on their own terms, across five continents.
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23
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Leger EA, Agneray AC, Baughman OW, Brummer EC, Erickson TE, Hufford KM, Kettenring KM. Integrating evolutionary potential and ecological function into agricultural seed production to meet demands for the decade of restoration. Restor Ecol 2021. [DOI: 10.1111/rec.13543] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Elizabeth A. Leger
- Department of Biology University of Nevada Reno, 1664 N. Virginia Street, Mail Stop 0314 Reno NV 89557 U.S.A
| | - Alison C. Agneray
- Department of Biology University of Nevada Reno, 1664 N. Virginia Street, Mail Stop 0314 Reno NV 89557 U.S.A
| | - Owen W. Baughman
- The Nature Conservancy Eastern Oregon Agricultural Research Center 67826‐A Highway 205 Burns OR 97720 U.S.A
| | - E. Charles Brummer
- Plant Breeding Center, Department of Plant Sciences University of California, Davis Davis CA 95616 U.S.A
| | - Todd E. Erickson
- School of Biological Sciences The University of Western Australia 35 Stirling Highway Crawley Western Australia 6009 Australia
- Kings Park Science, Department of Biodiversity Conservation and Attractions 2 Kattidj Close, Kings Park Western Australia 6005 Australia
| | - Kristina M. Hufford
- Department of Ecosystem Science and Management University of Wyoming 1000 E. University Avenue Laramie WY 82071 U.S.A
| | - Karin M. Kettenring
- Ecology Center and Department of Watershed Sciences Utah State University Logan UT 84322 U.S.A
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Finding Needles in a Haystack: Using Geo-References to Enhance the Selection and Utilization of Landraces in Breeding for Climate-Resilient Cultivars of Upland Cotton ( Gossypium hirsutum L.). PLANTS 2021; 10:plants10071300. [PMID: 34206949 PMCID: PMC8309191 DOI: 10.3390/plants10071300] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Revised: 06/17/2021] [Accepted: 06/23/2021] [Indexed: 01/25/2023]
Abstract
The genetic uniformity of cultivated cotton as a consequence of domestication and modern breeding makes it extremely vulnerable to abiotic challenges brought about by major climate shifts. To sustain productivity amidst worsening agro-environments, future breeding objectives need to seriously consider introducing new genetic variation from diverse resources into the current germplasm base of cotton. Landraces are genetically heterogeneous, population complexes that have been primarily selected for their adaptability to specific localized or regional environments. This makes them an invaluable genetic resource of novel allelic diversity that can be exploited to enhance the resilience of crops to marginal environments. The utilization of cotton landraces in breeding programs are constrained by the phenology of the plant and the lack of phenotypic information that can facilitate efficient selection of potential donor parents for breeding. In this review, the genetic value of cotton landraces and the major challenges in their utilization in breeding are discussed. Two strategies namely Focused Identification of Germplasm Strategy and Environmental Association Analysis that have been developed to effectively screen large germplasm collections for accessions with adaptive traits using geo-reference-based, mathematical modelling are highlighted. The potential applications of both approaches in mining available cotton landrace collections are also presented.
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25
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Importance of Landraces in Cereal Breeding for Stress Tolerance. PLANTS 2021; 10:plants10071267. [PMID: 34206299 PMCID: PMC8309184 DOI: 10.3390/plants10071267] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Accepted: 06/17/2021] [Indexed: 12/12/2022]
Abstract
The renewed focus on cereal landraces is a response to some negative consequences of modern agriculture and conventional breeding which led to a reduction of genetic diversity. Cereal landraces are still cultivated on marginal lands due to their adaptability to unfavourable conditions, constituting an important source of genetic diversity usable in modern plant breeding to improve the adaptation to abiotic or biotic stresses, yield performance and quality traits in limiting environments. Traditional agricultural production systems have played an important role in the evolution and conservation of wide variability in gene pools within species. Today, on-farm and ex situ conservation in gene bank collections, together with data sharing among researchers and breeders, will greatly benefit cereal improvement. Many efforts are usually made to collect, organize and phenotypically and genotypically analyse cereal landrace collections, which also utilize genomic approaches. Their use in breeding programs based on genomic selection, and the discovery of beneficial untapped QTL/genes/alleles which could be introgressed into modern varieties by MAS, pyramiding or biotechnological tools, increase the potential for their better deployment and exploitation in breeding for a more sustainable agricultural production, particularly enhancing adaptation and productivity in stress-prone environments to cope with current climate changes.
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26
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Soliman ERS, El-Shazly HH, Börner A, Badr A. Genetic diversity of a global collection of maize genetic resources in relation to their subspecies assignments, geographic origin, and drought tolerance. BREEDING SCIENCE 2021; 71:313-325. [PMID: 34776738 PMCID: PMC8573557 DOI: 10.1270/jsbbs.20142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Accepted: 01/21/2021] [Indexed: 06/13/2023]
Abstract
The genetic diversity among an international collection of 40 maize accessions has been evaluated using DNA ISSR fingerprinting. Among the 180 ISSR markers scored by 15 primers, 161 markers (89.59%) were polymorphic and 19 were unique in 16 accessions. A cluster tree based on the average distance coefficients and the Dice similarity indices divided the accessions into three major groups, each including clusters of accessions assigned to their subspecies. However, a low level of genetic differentiation among the accessions was demonstrated by the STRUCTURE analysis of ISSR data in agreement with the low gene flow (Nm) value among the accessions. A scatter diagram of the principal component analysis (PCA) based on ISSR data analysis revealed that the accessions were differentiated into three groups comparable to those produced by the cluster analysis, in which some accessions of the same subspecies showed a close similarity to each other. A scatter diagram of the principal coordinate analysis (PCoA) based on the drought tolerance indices (DTIs) showed that nine genetically similar accessions share drought tolerance characteristics; these include four of subsp. indurata, three of subsp. everata, and two of subsp. indentata. An abundance of unique ISSR alleles found in the 16 accessions, including the nine drought-tolerant accessions, represents rich untapped genetic resources and these accessions may be exploited in the future breeding of maize commercial lines.
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Affiliation(s)
- Elham R. S. Soliman
- Botany and Microbiology Department, Faculty of Science, Helwan University, Cairo 11421, Egypt
| | - Hanaa H. El-Shazly
- Biological and Geological Sciences Department, Faulty of Education, Ain Shams University, Cairo, Egypt
| | - Andreas Börner
- Gene Bank Department, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Corrensstr. 3, D-06466 Seeland, OT Gatersleben, Germany
| | - Abdelfattah Badr
- Botany and Microbiology Department, Faculty of Science, Helwan University, Cairo 11421, Egypt
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27
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Alavez V, Cuervo-Robayo ÁP, Martínez-Meyer E, Wegier A. Eco-Geography of Feral Cotton: A Missing Piece in the Puzzle of Gene Flow Dynamics Among Members of Gossypium hirsutum Primary Gene Pool. Front Ecol Evol 2021. [DOI: 10.3389/fevo.2021.653271] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Mexico is the center of origin and genetic diversity of upland cotton (Gossypium hirsutum L.), the most important source of natural fiber in the world. Currently, wild and domesticated populations (including genetically modified [GM] varieties) occur in this country and gene flow among them has shaped the species’ genetic diversity and structure, setting a complex and challenging scenario for its conservation. Moreover, recent gene flow from GM cultivars to wild Mexican cotton populations has been reported since 2011. In situ conservation of G. hirsutum requires knowledge about the extent of its geographic distribution, both wild and domesticated, as well as the possible routes and mechanisms that contribute to gene flow between the members of the species wild-to-domesticated continuum (i.e., the primary gene pool). However, little is known about the distribution of feral populations that could facilitate gene flow by acting as bridges. In this study, we analyzed the potential distribution of feral cotton based on an ecological niche modeling approach and discussed its implications in the light of the distribution of wild and domesticated cotton. Then, we examined the processes that could be leading to the escape of seeds from the cultivated fields. Our results indicate that the climatic suitability of feral plants in the environmental and geographic space is broad and overlaps with areas of wild cotton habitat and crop fields, suggesting a region that could bridge cultivated cotton and its wild relatives by allowing gene flow between them. This study provides information for management efforts focused on the conservation of wild populations, native landraces, and non-GM domesticated cotton at its center of origin and genetic diversity.
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28
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Insight into morphological and molecular variations across Iranian spinach landraces. Mol Biol Rep 2021; 48:1567-1578. [PMID: 33534116 DOI: 10.1007/s11033-020-06058-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Accepted: 12/03/2020] [Indexed: 10/22/2022]
Abstract
Spinach is salt-tolerant leafy vegetable stemmed from central Asia. It has been well adapted to different climates of Iran. We aimed to study genetic diversity between several landraces as a prerequisite for crop improvement programs using molecular markers including microsatellites (SSRs) and morphological traits. Genetic diversity was studied among 22 spinach landraces using morphological and molecular tools. We developed 17 genic and genomic SSR markers based on the information acquired from NCBI resources. Morphological evaluation indicated high variability for economic traits including leaf color, leaf thickness, leaf wrinkle and seed type, across Iranian landraces. The molecular results exhibited that 12 out of 17 primer pairs successfully amplified genomic DNA with explicit bands. The results verified that genic markers were superior to genomic markers to detect polymorphism and genetic diversity. In this regard, PIC for genomic and genic SSRs was in the range of 0.4616-0.6621 and 0.5188-0.7394, respectively. Polymorphic genic SSRs were identified to be directly and indirectly involved in biotic/abiotic stresses. High degree of polymorphism, which was detected across the landraces by genic SSRs, could assist us to select 11 landraces for the second experiment. The second experiment was designed to evaluate the response of selected landraces to salinity stress. The results confirmed genetic variability among the landraces in terms of salinity tolerance. A highly diverse germplasm of Iranian spinach based on molecular and morphological characteristics along with the tolerance to oxidative stress provides an ample opportunity for plant breeders to select superior genotypes.
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29
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Beyond subsistence: the aggregate contribution of campesinos to the supply and conservation of native maize across Mexico. Food Secur 2021. [DOI: 10.1007/s12571-020-01134-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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30
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Khadka K, Torkamaneh D, Kaviani M, Belzile F, Raizada MN, Navabi A. Population structure of Nepali spring wheat (Triticum aestivum L.) germplasm. BMC PLANT BIOLOGY 2020; 20:530. [PMID: 33225886 PMCID: PMC7682013 DOI: 10.1186/s12870-020-02722-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Accepted: 10/26/2020] [Indexed: 05/04/2023]
Abstract
BACKGROUND Appropriate information about genetic diversity and population structure of germplasm improves the efficiency of plant breeding. The low productivity of Nepali bread wheat (Triticum aestivum L.) is a major concern particularly since Nepal is ranked the 4th most vulnerable nation globally to climate change. The genetic diversity and population structure of Nepali spring wheat have not been reported. This study aims to improve the exploitation of more diverse and under-utilized genetic resources to contribute to current and future breeding efforts for global food security. RESULTS We used genotyping-by-sequencing (GBS) to characterize a panel of 318 spring wheat accessions from Nepal including 166 landraces, 115 CIMMYT advanced lines, and 34 Nepali released varieties. We identified 95 K high-quality SNPs. The greatest genetic diversity was observed among the landraces, followed by CIMMYT lines, and released varieties. Though we expected only 3 groupings corresponding to these 3 seed origins, the population structure revealed two large, distinct subpopulations along with two smaller and scattered subpopulations in between, with significant admixture. This result was confirmed by principal component analysis (PCA) and UPGMA distance-based clustering. The pattern of LD decay differed between subpopulations, ranging from 60 to 150 Kb. We discuss the possibility that germplasm explorations during the 1970s-1990s may have mistakenly collected exotic germplasm instead of local landraces and/or collected materials that had already cross-hybridized since exotic germplasm was introduced starting in the 1950s. CONCLUSION We suggest that only a subset of wheat "landraces" in Nepal are authentic which this study has identified. Targeting these authentic landraces may accelerate local breeding programs to improve the food security of this climate-vulnerable nation. Overall, this study provides a novel understanding of the genetic diversity of wheat in Nepal and this may contribute to global wheat breeding initiatives.
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Affiliation(s)
- Kamal Khadka
- Department of Plant Agriculture, University of Guelph, Guelph, Ontario, N1G 2W1, Canada.
| | - Davoud Torkamaneh
- Department of Plant Agriculture, University of Guelph, Guelph, Ontario, N1G 2W1, Canada
- Département de Phytologie, Université Laval, Québec City, QC, G1V 0A6, Canada
- Institut de Biologie Intégrative et des Systèmes (IBIS), Université Laval, Québec City, QC, Canada
| | - Mina Kaviani
- Department of Plant Agriculture, University of Guelph, Guelph, Ontario, N1G 2W1, Canada
| | - Francois Belzile
- Département de Phytologie, Université Laval, Québec City, QC, G1V 0A6, Canada
- Institut de Biologie Intégrative et des Systèmes (IBIS), Université Laval, Québec City, QC, Canada
| | - Manish N Raizada
- Department of Plant Agriculture, University of Guelph, Guelph, Ontario, N1G 2W1, Canada
| | - Alireza Navabi
- Department of Plant Agriculture, University of Guelph, Guelph, Ontario, N1G 2W1, Canada
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Rubin RL, Jones AN, Hayer M, Shuman-Goodier ME, Andrews LV, Hungate BA. Opposing effects of bacterial endophytes on biomass allocation of a wild donor and agricultural recipient. FEMS Microbiol Ecol 2020; 96:5710930. [PMID: 31960901 DOI: 10.1093/femsec/fiaa012] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2019] [Accepted: 01/17/2020] [Indexed: 11/12/2022] Open
Abstract
Root endophytes are a promising tool for increasing plant growth, but it is unclear whether they perform consistently across plant hosts. We characterized the blue grama (Bouteloua gracilis) root microbiome using two sequencing methods, quantified the effects of root endophytes in the original host (blue grama) and an agricultural recipient, corn (Zea mays), under drought and well-watered conditions and examined in vitro mechanisms for plant growth promotion. 16S rRNA amplicon sequencing revealed that the blue grama root microbiome was similar across an elevation gradient, with the exception of four genera. Culturing and Sanger sequencing revealed eight unique endophytes belonging to the genera Bacillus, Lysinibacillus and Pseudomonas. All eight endophytes colonized corn roots, but had opposing effects on aboveground and belowground biomass in each plant species: they increased blue grama shoot mass by 45% (19) (mean +/- SE) while decreasing corn shoot mass by 10% (19), and increased corn root:shoot by 44% (7), while decreasing blue grama root:shoot by 17% (7). Furthermore, contrary to our expectations, endophytes had stronger effects on plant growth under well-watered conditions rather than drought conditions. Collectively, these results suggest that ecological features, including host identity, bacterial traits, climate conditions and morphological outcomes, should be carefully considered in the design and implementation of agricultural inocula.
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Affiliation(s)
- Rachel L Rubin
- Center for Ecosystem Science and Society, Northern Arizona University, Flagstaff, AZ, 86011, USA.,Department of Biological Sciences, Northern Arizona University, Flagstaff, AZ, 86011, USA.,Department of Environmental Studies, Mount Holyoke College, South Hadley, MA, 01075, USA
| | - Ashley N Jones
- Center for Ecosystem Science and Society, Northern Arizona University, Flagstaff, AZ, 86011, USA.,Department of Biological Sciences, Northern Arizona University, Flagstaff, AZ, 86011, USA
| | - Michaela Hayer
- Center for Ecosystem Science and Society, Northern Arizona University, Flagstaff, AZ, 86011, USA
| | - Molly E Shuman-Goodier
- Department of Biological Sciences, Northern Arizona University, Flagstaff, AZ, 86011, USA
| | - Lela V Andrews
- Department of Biological Sciences, Northern Arizona University, Flagstaff, AZ, 86011, USA.,Environmental Genetics and Genomics Laboratory, Northern Arizona University, Flagstaff, AZ, 86011, USA
| | - Bruce A Hungate
- Center for Ecosystem Science and Society, Northern Arizona University, Flagstaff, AZ, 86011, USA.,Department of Biological Sciences, Northern Arizona University, Flagstaff, AZ, 86011, USA
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32
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Valdisser PAMR, Müller BSF, de Almeida Filho JE, Morais Júnior OP, Guimarães CM, Borba TCO, de Souza IP, Zucchi MI, Neves LG, Coelho ASG, Brondani C, Vianello RP. Genome-Wide Association Studies Detect Multiple QTLs for Productivity in Mesoamerican Diversity Panel of Common Bean Under Drought Stress. FRONTIERS IN PLANT SCIENCE 2020; 11:574674. [PMID: 33343591 PMCID: PMC7738703 DOI: 10.3389/fpls.2020.574674] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Accepted: 09/22/2020] [Indexed: 05/26/2023]
Abstract
Drought stress is an important abiotic factor limiting common bean yield, with great impact on the production worldwide. Understanding the genetic basis regulating beans' yield and seed weight (SW) is a fundamental prerequisite for the development of superior cultivars. The main objectives of this work were to conduct genome-wide marker discovery by genotyping a Mesoamerican panel of common bean germplasm, containing cultivated and landrace accessions of broad origin, followed by the identification of genomic regions associated with productivity under two water regimes using different genome-wide association study (GWAS) approaches. A total of 11,870 markers were genotyped for the 339 genotypes, of which 3,213 were SilicoDArT and 8,657 SNPs derived from DArT and CaptureSeq. The estimated linkage disequilibrium extension, corrected for structure and relatedness (r 2 sv ), was 98.63 and 124.18 kb for landraces and breeding lines, respectively. Germplasm was structured into landraces and lines/cultivars. We carried out GWASs for 100-SW and yield in field environments with and without water stress for 3 consecutive years, using single-, segment-, and gene-based models. Higher number of associations at high stringency was identified for the SW trait under irrigation, totaling ∼185 QTLs for both single- and segment-based, whereas gene-based GWASs showed ∼220 genomic regions containing ∼650 genes. For SW under drought, 18 QTLs were identified for single- and segment-based and 35 genes by gene-based GWASs. For yield, under irrigation, 25 associations were identified, whereas under drought the total was 10 using both approaches. In addition to the consistent associations detected across experiments, these GWAS approaches provided important complementary QTL information (∼221 QTLs; 650 genes; r 2 from 0.01% to 32%). Several QTLs were mined within or near candidate genes playing significant role in productivity, providing better understanding of the genetic mechanisms underlying these traits and making available molecular tools to be used in marker-assisted breeding. The findings also allowed the identification of genetic material (germplasm) with better yield performance under drought, promising to a common bean breeding program. Finally, the availability of this highly diverse Mesoamerican panel is of great scientific value for the analysis of any relevant traits in common bean.
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Affiliation(s)
- Paula Arielle Mendes Ribeiro Valdisser
- Biotechnology Laboratory, EMBRAPA Arroz e Feijão, Santo Antônio de Goiás, Brazil
- Genetics and Molecular Biology Graduate Program, Institute of Biology, UNICAMP, Campinas, Brazil
| | - Bárbara S. F. Müller
- Department of Horticultural Sciences, University of Florida, Gainesville, FL, United States
| | | | | | | | - Tereza C. O. Borba
- Biotechnology Laboratory, EMBRAPA Arroz e Feijão, Santo Antônio de Goiás, Brazil
| | - Isabela Pavanelli de Souza
- Biotechnology Laboratory, EMBRAPA Arroz e Feijão, Santo Antônio de Goiás, Brazil
- Postgraduate Program in Biological Sciences, Institute of Biological Sciences, Federal University of Goiás, Goiânia, Brazil
| | - Maria Imaculada Zucchi
- Genetics and Molecular Biology Graduate Program, Institute of Biology, UNICAMP, Campinas, Brazil
- Agribusiness Technology Agency of São Paulo State, Agriculture and Food Supply Secretary of São Paulo, Piracicaba, Brazil
| | | | | | - Claudio Brondani
- Biotechnology Laboratory, EMBRAPA Arroz e Feijão, Santo Antônio de Goiás, Brazil
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Kost MA, Perales H, Wijeratne S, Wijeratne AJ, Stockinger EJ, Mercer KL. Transcriptional differentiation of UV-B protectant genes in maize landraces spanning an elevational gradient in Chiapas, Mexico. Evol Appl 2020; 13:1949-1967. [PMID: 32908597 PMCID: PMC7463351 DOI: 10.1111/eva.12954] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Revised: 01/07/2020] [Accepted: 02/10/2020] [Indexed: 11/29/2022] Open
Abstract
Globally, farmers cultivate and maintain crop landraces (i.e., traditional varieties). Landraces contain unique diversity shaped in part by natural and human-mediated selection and are an indispensable resource for farmers. Since environmental conditions change with elevation, crop landraces grown along elevational gradients have provided ideal locations to explore patterns of local adaptation. To further probe traits underlying this differentiation, transcriptome signatures can help provide a foundation for understanding the ways in which functional genetic diversity may be shaped by environment. In this study, we returned to an elevational gradient in Chiapas, Mexico, to assess transcriptional differentiation of genes underlying UV-B protection in locally adapted maize landraces from multiple elevations. We collected and planted landraces from three elevational zones (lowland, approximately 600 m; midland, approximately 1,550 m; highland approximately 2,100 m) in a common garden at 1,531 m. Using RNA-seq data derived from leaf tissue, we performed differential expression analysis between maize from these distinct elevations. Highland and lowland landraces displayed differential expression in phenylpropanoid and flavonoid biosynthesis genes involved in the production of UV-B protectants and did so at a rate greater than expected based on observed background transcriptional differentiation across the genome. These findings provide evidence for the differentiation of suites of genes involved in complex ecologically relevant pathways. Thus, while neutral evolutionary processes may have played a role in the observed patterns of differentiation, UV-B may have also acted as a selective pressure to differentiate maize landraces in the region. Studies of the distribution of functional crop genetic diversity across variable landscapes can aid us in understanding the response of diversity to abiotic/biotic change and, ultimately, may facilitate its conservation and utilization.
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Affiliation(s)
- Matthew A. Kost
- Department of Horticulture and Crop ScienceThe Ohio State UniversityWoosterOHUSA
| | - Hugo Perales
- Departamento de Agricultura, Sociedad y AmbienteEl Colegio de la Frontera SurSan Cristóbal de Las CasasChiapasMexico
| | - Saranga Wijeratne
- Molecular and Cellular Imaging CenterOhio Agricultural Research and Development CenterThe Ohio State UniversityWoosterOHUSA
| | - Asela J. Wijeratne
- Molecular and Cellular Imaging CenterOhio Agricultural Research and Development CenterThe Ohio State UniversityWoosterOHUSA
- Department of Biological SciencesArkansas State UniversityJonesboroARUSA
| | - Eric J. Stockinger
- Department of Horticulture and Crop ScienceThe Ohio State UniversityWoosterOHUSA
| | - Kristin L. Mercer
- Department of Horticulture and Crop SciencesThe Ohio State UniversityColumbusOHUSA
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Galluzzi G, Seyoum A, Halewood M, López Noriega I, Welch EW. The Role of Genetic Resources in Breeding for Climate Change: The Case of Public Breeding Programmes in Eighteen Developing Countries. PLANTS (BASEL, SWITZERLAND) 2020; 9:plants9091129. [PMID: 32878309 PMCID: PMC7569780 DOI: 10.3390/plants9091129] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 08/20/2020] [Accepted: 08/21/2020] [Indexed: 02/07/2023]
Abstract
The role of plant breeding in adapting crops to climate changes that affect food production in developing countries is recognized as extremely important and urgent, alongside other agronomic, socio-economic and policy adaptation pathways. To enhance plant breeders' capacity to respond to climate challenges, it is acknowledged that they need to be able to access and use as much genetic diversity as they can get. Through an analysis of data from a global survey, we explore if and how public breeders in selected developing countries are responding to climate challenges through a renewed or innovative use of plant genetic resources, particularly in terms of types of material incorporated into their breeding work as well as sources of such germplasm. It also looks at the possible limitations breeders encounter in their efforts towards exploring diversity for adaptation. Breeders are clearly considering climate challenges. In general, their efforts are aimed at intensifying their breeding work on traits that they were already working on before climate change was so widely discussed. Similarly, the kinds of germplasm they use, and the sources from which they obtain it, do not appear to have changed significantly over the course of recent years. The main challenges breeders faced in accessing germplasm were linked to administrative/legal factors, particularly related to obtaining genetic resources across national borders. They also underscore technical challenges such as a lack of appropriate technologies to exploit germplasm sets such as crop wild relatives and landraces. Addressing these limitations will be crucial to fully enhance the role of public sector breeders in helping to adapt vulnerable agricultural systems to the challenges of climate change.
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Affiliation(s)
- Gea Galluzzi
- Bioversity International, Via dei Tre Denari 472/a, Maccarese (Fiumicino), 00057 Rome, Italy; (M.H.); (I.L.N.)
- Correspondence: ; Tel.: +39-348-403-0812
| | - Aseffa Seyoum
- Center for Science, Technology, and Environmental Policy Studies, School of Public Affairs, Arizona State University, 411 N Central Ave, Phoenix, AZ 85004, USA; (A.S.); (E.W.W.)
| | - Michael Halewood
- Bioversity International, Via dei Tre Denari 472/a, Maccarese (Fiumicino), 00057 Rome, Italy; (M.H.); (I.L.N.)
| | - Isabel López Noriega
- Bioversity International, Via dei Tre Denari 472/a, Maccarese (Fiumicino), 00057 Rome, Italy; (M.H.); (I.L.N.)
| | - Eric W. Welch
- Center for Science, Technology, and Environmental Policy Studies, School of Public Affairs, Arizona State University, 411 N Central Ave, Phoenix, AZ 85004, USA; (A.S.); (E.W.W.)
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van Zonneveld M, Turmel MS, Hellin J. Decision-Making to Diversify Farm Systems for Climate Change Adaptation. FRONTIERS IN SUSTAINABLE FOOD SYSTEMS 2020. [DOI: 10.3389/fsufs.2020.00032] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
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Knapp S, Döring TF, Jones HE, Snape J, Wingen LU, Wolfe MS, Leverington-Waite M, Griffiths S. Natural Selection Towards Wild-Type in Composite Cross Populations of Winter Wheat. FRONTIERS IN PLANT SCIENCE 2020; 10:1757. [PMID: 32161600 PMCID: PMC7053226 DOI: 10.3389/fpls.2019.01757] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/02/2019] [Accepted: 12/16/2019] [Indexed: 06/10/2023]
Abstract
Most of our crops are grown in monoculture with single genotypes grown over wide acreage. An alternative approach, where segregating populations are used as crops, is an exciting possibility, but outcomes of natural selection upon this type of crop are not well understood. We tracked allelic frequency changes in evolving composite cross populations of wheat grown over 10 generations under organic and conventional farming. At three generations, each population was genotyped with 19 SSR and 8 SNP markers. The latter were diagnostic for major functional genes. Gene diversity was constant at SSR markers but decreased over time for SNP markers. Population differentiation between the four locations could not be detected, suggesting that organic vs. non-organic crop management did not drive allele frequency changes. However, we did see changes for genes controlling plant height and phenology in all populations independently and consistently. We interpret these changes as the result of a consistent natural selection towards wild-type. Independent selection for alleles that are associated with plant height suggests that competition for light was central, resulting in the predominance of stronger intraspecific competitors, and highlighting a potential trade-off between individual and population performance.
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Affiliation(s)
- Samuel Knapp
- John Innes Centre, Norwich Research Park, Norwich, United Kingdom
- Plant Nutrition, Technical University of Munich, Freising, Germany
| | - Thomas F Döring
- The Organic Research Centre, Hamstead Marshall, United Kingdom
- Agroecology and Organic Farming Group, University of Bonn, Bonn, Germany
| | - Hannah E Jones
- The School of Agriculture, Policy and Development, University of Reading, Reading, United Kingdom
| | - John Snape
- John Innes Centre, Norwich Research Park, Norwich, United Kingdom
| | - Luzie U Wingen
- John Innes Centre, Norwich Research Park, Norwich, United Kingdom
| | - Martin S Wolfe
- The Organic Research Centre, Hamstead Marshall, United Kingdom
| | | | - Simon Griffiths
- John Innes Centre, Norwich Research Park, Norwich, United Kingdom
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Alfaro B, Marshall DL. Phenotypic variation of life-history traits in native, invasive, and landrace populations of Brassica tournefortii. Ecol Evol 2019; 9:13127-13141. [PMID: 31871634 PMCID: PMC6912919 DOI: 10.1002/ece3.5747] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2019] [Revised: 09/10/2019] [Accepted: 09/18/2019] [Indexed: 11/30/2022] Open
Abstract
Varying environments can result in different patterns of adaptive phenotypes. By performing a common greenhouse experiment, we identified phenotypic differentiation on phenology, leaf morphology, branch architecture, size, and reproduction, among native, invasive, and landrace ranges of Brassica tournefortii. We first compared trait means and fitness functions among ranges, then we analyzed how trait means and selection strength of populations respond to varying aridity. Most traits varied such that landrace > invasive > native. Excluding reproduction, which was positively selected, most trait PCs experienced nonlinear selection in the native range but frequently shifted to directional selection in invasive and/or landrace ranges. The absence of strong clines for trait means in landrace and invasive populations suggest that agricultural practices and novel environments in source locations affected adaptive potential. Selection strength on faster reproductive phenology (negative directional) and leaf margin trait (disruptive) PCs coincided with increasing moisture. In native populations, higher aridity was associated with more days to reproduction, but landrace and invasive populations show stable mean time to reproduction with increasing moisture. A stable adaptive trait can increase range expansion in the invasive range, but stability can be beneficial for future harvest of B. tournefortii seed crops in the face of climate change.
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Affiliation(s)
- Brian Alfaro
- Department of BiologyUniversity of New MexicoAlbuquerqueNew Mexico
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Comparative study of the glucosinolate profiles in turnip from four agroclimatic zones of china and neighboring countries. JOURNAL OF FOOD MEASUREMENT AND CHARACTERIZATION 2019. [DOI: 10.1007/s11694-019-00200-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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Hernández-Espinosa N, Payne T, Huerta-Espino J, Cervantes F, Gonzalez-Santoyo H, Ammar K, Guzmán C. Preliminary characterization for grain quality traits and high and low molecular weight glutenins subunits composition of durum wheat landraces from Iran and Mexico. J Cereal Sci 2019. [DOI: 10.1016/j.jcs.2019.05.007] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Unlocking the Genetic Diversity within A Middle-East Panel of Durum Wheat Landraces for Adaptation to Semi-arid Climate. AGRONOMY-BASEL 2018. [DOI: 10.3390/agronomy8100233] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Drought is the major environmental factor limiting wheat production worldwide. Developing novel cultivars with greater drought tolerance is the most viable solution to ensure sustainable agricultural production and alleviating threats to food-security. Here we established a core-collection of landraces and modern durum wheat cultivars (WheatME, n = 36), from the Middle East region (Jordan, Palestine and Israel) aiming at unlocking the genetic and morpho-physiological adaptation to semi-arid environment conditions. Interestingly, genetic analysis of the WheatME core-collection could not distinguish the landraces according to their country of origin. Field-based evaluation of the core-collection conducted across range of contrasting environmental conditions: Til-Palestine, Bet-Dagan-Israel and Irbid-Jordan with annual precipitation of 500 mm, 360 mm and 315 mm, respectively. The Til environment showed highest grain yield while the Irbid environment showed the lowest values. Analysis of variance showed a significant Genotype × Environment interaction for plant phenology traits (plant height and heading date) and productivity traits (1000-kernel weight, and grain yield). Principal component analysis showed three main cultivar groups: High yielding lines (modern durum cultivars, and landraces), tall late flowering landraces, and landraces with high grain weight. This knowledge could serve as basis for future breeding efforts to develop new elite cultivars adapted to the Mediterranean Basin’s semi-arid conditions.
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Mastretta-Yanes A, Acevedo Gasman F, Burgeff C, Cano Ramírez M, Piñero D, Sarukhán J. An Initiative for the Study and Use of Genetic Diversity of Domesticated Plants and Their Wild Relatives. FRONTIERS IN PLANT SCIENCE 2018; 9:209. [PMID: 29515612 PMCID: PMC5826304 DOI: 10.3389/fpls.2018.00209] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2017] [Accepted: 02/05/2018] [Indexed: 05/25/2023]
Abstract
Domestication has been influenced by formal plant breeding since the onset of intensive agriculture and the Green Revolution. Despite providing food security for some regions, intensive agriculture has had substantial detrimental consequences for the environment and does not fulfill smallholder's needs under most developing countries conditions. Therefore, it is necessary to look for alternative plant production techniques, effective for each environmental, socio-cultural, and economic conditions. This is particularly relevant for countries that are megadiverse and major centers of plant domestication and diversification. In this white paper, a Mexico-centered initiative is proposed, with two main objectives: (1) to study, understand, conserve, and sustainably use the genetic diversity of domesticated plants and their wild relatives, as well as the ongoing evolutionary processes that generate and maintain it; and (2) to strengthen food and forestry production in a socially fair and environmentally friendly way. To fulfill these objectives, the initiative focuses on the source of variability available for domestication (genetic diversity and functional genomics), the context in which domestication acts (breeding and production) and one of its main challenges (environmental change). Research on these components can be framed to target and connect both the theoretical understanding of the evolutionary processes, the practical aspects of conservation, and food and forestry production. The target, main challenges, problems to be faced and key research questions are presented for each component, followed by a roadmap for the consolidation of this proposal as a national initiative.
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Affiliation(s)
- Alicia Mastretta-Yanes
- CONACYT – Comisión Nacional para el Conocimiento y Uso de la Biodiversidad, Mexico City, Mexico
| | | | - Caroline Burgeff
- Comisión Nacional para el Conocimiento y Uso de la Biodiversidad, Mexico City, Mexico
| | | | - Daniel Piñero
- Instituto de Ecología, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - José Sarukhán
- Instituto de Ecología, Comisión Nacional para el Conocimiento y Uso de la Biodiversidad, Universidad Nacional Autónoma de México, Mexico City, Mexico
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Soriano JM, Villegas D, Sorrells ME, Royo C. Durum Wheat Landraces from East and West Regions of the Mediterranean Basin Are Genetically Distinct for Yield Components and Phenology. FRONTIERS IN PLANT SCIENCE 2018; 9:80. [PMID: 29472936 PMCID: PMC5809869 DOI: 10.3389/fpls.2018.00080] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/08/2017] [Accepted: 01/15/2018] [Indexed: 05/03/2023]
Abstract
Genetic diversity of durum wheat landraces is a powerful tool for the introgression of new alleles of commercial interest in breeding programs. In a previous study, our team structured a collection of 172 durum wheat landraces from 21 Mediterranean countries in four genetic populations related to their geographical origin: east Mediterranean (17), east Balkan and Turkey (23), west Balkan and Egypt (25), and West Mediterranean (73), leaving 34 genotypes as admixed, and association mapping was carried out for important agronomic traits. Using a subset of this collection, the current study identified 23 marker alleles with a differential frequency in landraces from east and west regions of the Mediterranean Basin, which affected important agronomic traits. Eastern landraces had higher frequencies than the western ones of alleles increasing the number of spikes (wPt-5385 on chromosome 1B), grains per m2 (wPt-0841 on chromosome 7B), and grain filling duration (7 significant marker trait associations). Eastern landraces had higher frequencies of marker alleles located on chromosomes 4A, 5B, and 6B associated with reduced cycle length, and lighter grains than the western ones. Also for lower kernel weight, four marker alleles were located on chromosome 1A. Breeders may use the molecular markers identified in the current study for improving yield under specific Mediterranean environments.
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Affiliation(s)
- Jose M. Soriano
- Sustainable Field Crops Programme, Institute for Food and Agricultural Research and Technology, Lleida, Spain
| | - Dolors Villegas
- Sustainable Field Crops Programme, Institute for Food and Agricultural Research and Technology, Lleida, Spain
| | - Mark E. Sorrells
- Department of Plant Breeding and Genetics, Cornell University, Ithaca, NY, United States
| | - Conxita Royo
- Sustainable Field Crops Programme, Institute for Food and Agricultural Research and Technology, Lleida, Spain
- *Correspondence: Conxita Royo
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Bellon MR, Dulloo E, Sardos J, Thormann I, Burdon JJ. In situ conservation-harnessing natural and human-derived evolutionary forces to ensure future crop adaptation. Evol Appl 2017; 10:965-977. [PMID: 29151853 PMCID: PMC5680627 DOI: 10.1111/eva.12521] [Citation(s) in RCA: 76] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2017] [Accepted: 07/21/2017] [Indexed: 12/16/2022] Open
Abstract
Ensuring the availability of the broadest possible germplasm base for agriculture in the face of increasingly uncertain and variable patterns of biotic and abiotic change is fundamental for the world's future food supply. While ex situ conservation plays a major role in the conservation and availability of crop germplasm, it may be insufficient to ensure this. In situ conservation aims to maintain target species and the collective genotypes they represent under evolution. A major rationale for this view is based on the likelihood that continued exposure to changing selective forces will generate and favor new genetic variation and an increased likelihood that rare alleles that may be of value to future agriculture are maintained. However, the evidence that underpins this key rationale remains fragmented and has not been examined systematically, thereby decreasing the perceived value and support for in situ conservation for agriculture and food systems and limiting the conservation options available. This study reviews evidence regarding the likelihood and rate of evolutionary change in both biotic and abiotic traits for crops and their wild relatives, placing these processes in a realistic context in which smallholder farming operates and crop wild relatives continue to exist. It identifies areas of research that would contribute to a deeper understanding of these processes as the basis for making them more useful for future crop adaptation.
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Affiliation(s)
- Mauricio R. Bellon
- Comisión Nacional para el Conocimiento y Uso de la Biodiversidad (CONABIO)México CityMéxico
| | | | | | | | - Jeremy J. Burdon
- Commonwealth Scientific and Industrial Research Organisation Agriculture & Food (CSIRO)CanberraACTAustralia
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Abstract
Landraces are key elements of agricultural biodiversity that have long been considered a source of useful traits. Their importance goes beyond subsistence agriculture and the essential need to preserve genetic diversity, because landraces are farmer-developed populations that are often adapted to environmental conditions of significance to tackle environmental concerns. It is therefore increasingly important to identify adaptive traits in crop landraces and understand their molecular basis. This knowledge is potentially useful for promoting more sustainable agricultural techniques, reducing the environmental impact of high-input cropping systems, and diminishing the vulnerability of agriculture to global climate change. In this review, we present an overview of the opportunities and limitations offered by landraces’ genomics. We discuss how rapid advances in DNA sequencing techniques, plant phenotyping, and recombinant DNA-based biotechnology encourage both the identification and the validation of the genomic signature of local adaptation in crop landraces. The integration of ‘omics’ sciences, molecular population genetics, and field studies can provide information inaccessible with earlier technological tools. Although empirical knowledge on the genetic and genomic basis of local adaptation is still fragmented, it is predicted that genomic scans for adaptation will unlock an intraspecific molecular diversity that may be different from that of modern varieties.
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Affiliation(s)
- Karl S Zimmerer
- GeoSyntheSES Lab, Geographic Syntheses for Social Ecological Sustainability, Earth and Environmental Systems Institute, Pennsylvania State University, University Park, Pennsylvania 16802, USA
| | - Stef de Haan
- International Center for Tropical Agriculture, Regional Office for Asia c/o Agricultural Genetics Institute, Km 2, Pham Van Dong Road, Bac Tu Liem District, Hanoi, Vietnam
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Stephen A, Antonia YT, Patrick T, Kingsley BA, Richard AA. Genetic diversity in lowland, midaltitude and highland African maize landraces by morphological trait evaluation. ACTA ACUST UNITED AC 2016. [DOI: 10.5897/ajps2016.1448] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
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Communities of endophytic microorganisms in different developmental stages from a local variety as well as transgenic and conventional isogenic hybrids of maize. World J Microbiol Biotechnol 2016; 32:189. [PMID: 27696288 DOI: 10.1007/s11274-016-2149-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2015] [Accepted: 09/24/2016] [Indexed: 01/06/2023]
Abstract
The diversity of endophytic microorganisms may change due to the genotype of the host plant and its phenological stage. In this study we evaluated the effect of phenological stage, transgenes and genetic composition of maize on endophytic bacterial and fungal communities. The maize populations were composed of a local variety named Rosado (RS) and three isogenic hybrids. One isogenic hybrid was not genetically modified (NGM). Another hybrid (Hx) contained the transgenes cry1F and pat (T1507 event), which provide resistance to insects of the order Lepidoptera and tolerance to the glufosinate-ammonium herbicide, respectively. The third hybrid (Hxrr) contained the transgene cp4 epsps (NK603 event) combined with the transgenes cry1F and pat (T1507 event), which allow tolerance to the Roundup Ready herbicide, besides the characteristics of Hx. Evaluation of the foliar tissue was done through PCR-DGGE analysis, with specific primers for bacteria and fungi within four phenological stages of maize. The endophytic bacteria were only clustered by phenological stages; the structure of the fungal community was clustered by maize genotypes in each phenological stage. The fungal community from the local variety RS was different from the three hybrids (NGM, Hx and Hxrr) within the four evaluated stages. In the reproductive stage, the fungal community from the two transgenic hybrids (Hx and Hxrr) were separated, and the Hxrr was different from NGM, in the two field experiments. This research study showed that the genetic composition of the maize populations, especially the presence of transgenes, is the determining factor for the changes detected in the endophytic fungal community of maize leaves.
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Gorjanc G, Jenko J, Hearne SJ, Hickey JM. Initiating maize pre-breeding programs using genomic selection to harness polygenic variation from landrace populations. BMC Genomics 2016; 17:30. [PMID: 26732811 PMCID: PMC4702314 DOI: 10.1186/s12864-015-2345-z] [Citation(s) in RCA: 58] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2015] [Accepted: 12/21/2015] [Indexed: 11/23/2022] Open
Abstract
Background The limited genetic diversity of elite maize germplasms raises concerns about the potential to breed for new challenges. Initiatives have been formed over the years to identify and utilize useful diversity from landraces to overcome this issue. The aim of this study was to evaluate the proposed designs to initiate a pre-breeding program within the Seeds of Discovery (SeeD) initiative with emphasis on harnessing polygenic variation from landraces using genomic selection. We evaluated these designs with stochastic simulation to provide decision support about the effect of several design factors on the quality of resulting (pre-bridging) germplasm. The evaluated design factors were: i) the approach to initiate a pre-breeding program from the selected landraces, doubled haploids of the selected landraces, or testcrosses of the elite hybrid and selected landraces, ii) the genetic parameters of landraces and phenotypes, and iii) logistical factors related to the size and management of a pre-breeding program. Results The results suggest a pre-breeding program should be initiated directly from landraces. Initiating from testcrosses leads to a rapid reconstruction of the elite donor genome during further improvement of the pre-bridging germplasm. The analysis of accuracy of genomic predictions across the various design factors indicate the power of genomic selection for pre-breeding programs with large genetic diversity and constrained resources for data recording. The joint effect of design factors was summarized with decision trees with easy to follow guidelines to optimize pre-breeding efforts of SeeD and similar initiatives. Conclusions Results of this study provide guidelines for SeeD and similar initiatives on how to initiate pre-breeding programs that aim to harness polygenic variation from landraces. Electronic supplementary material The online version of this article (doi:10.1186/s12864-015-2345-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Gregor Gorjanc
- Biotechnical Faculty, University of Ljubljana, 1000, Ljubljana, Slovenia. .,The Roslin Institute and Royal (Dick) School of Veterinary Studies, The University of Edinburgh, Easter Bush, Midlothian, Scotland, UK.
| | - Janez Jenko
- The Roslin Institute and Royal (Dick) School of Veterinary Studies, The University of Edinburgh, Easter Bush, Midlothian, Scotland, UK. .,Agricultural Institute of Slovenia, 1000, Ljubljana, Slovenia.
| | - Sarah J Hearne
- Genetic Resources Program, International Maize and Wheat Improvement Center (CIMMYT), Apdo, 06600, México, D.F., México.
| | - John M Hickey
- The Roslin Institute and Royal (Dick) School of Veterinary Studies, The University of Edinburgh, Easter Bush, Midlothian, Scotland, UK.
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Aspinwall MJ, Loik ME, Resco de Dios V, Tjoelker MG, Payton PR, Tissue DT. Utilizing intraspecific variation in phenotypic plasticity to bolster agricultural and forest productivity under climate change. PLANT, CELL & ENVIRONMENT 2015; 38:1752-64. [PMID: 25132508 DOI: 10.1111/pce.12424] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2014] [Revised: 07/21/2014] [Accepted: 07/28/2014] [Indexed: 05/15/2023]
Abstract
Climate change threatens the ability of agriculture and forestry to meet growing global demands for food, fibre and wood products. Information gathered from genotype-by-environment interactions (G × E), which demonstrate intraspecific variation in phenotypic plasticity (the ability of a genotype to alter its phenotype in response to environmental change), may prove important for bolstering agricultural and forest productivity under climate change. Nonetheless, very few studies have explicitly quantified genotype plasticity-productivity relationships in agriculture or forestry. Here, we conceptualize the importance of intraspecific variation in agricultural and forest species plasticity, and discuss the physiological and genetic factors contributing to intraspecific variation in phenotypic plasticity. Our discussion highlights the need for an integrated understanding of the mechanisms of G × E, more extensive assessments of genotypic responses to climate change under field conditions, and explicit testing of genotype plasticity-productivity relationships. Ultimately, further investigation of intraspecific variation in phenotypic plasticity in agriculture and forestry may prove important for identifying genotypes capable of increasing or sustaining productivity under more extreme climatic conditions.
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Affiliation(s)
- Michael J Aspinwall
- Hawkesbury Institute for the Environment, University of Western Sydney, Penrith, New South Wales, 2751, Australia
| | - Michael E Loik
- Department of Environmental Studies, University of California - Santa Cruz, Santa Cruz, CA, 95064, USA
| | - Victor Resco de Dios
- Hawkesbury Institute for the Environment, University of Western Sydney, Penrith, New South Wales, 2751, Australia
- Department of Crop and Forest Sciences - AGROTECNIO Center, Universitat de Lleida, Lleida, E25198, Spain
| | - Mark G Tjoelker
- Hawkesbury Institute for the Environment, University of Western Sydney, Penrith, New South Wales, 2751, Australia
| | - Paxton R Payton
- USDA-ARS Cropping Systems Research Laboratory, Lubbock, TX, 74915, USA
| | - David T Tissue
- Hawkesbury Institute for the Environment, University of Western Sydney, Penrith, New South Wales, 2751, Australia
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Thomas M, Thépot S, Galic N, Jouanne-Pin S, Remoué C, Goldringer I. Diversifying mechanisms in the on-farm evolution of crop mixtures. Mol Ecol 2015; 24:2937-54. [PMID: 25913177 DOI: 10.1111/mec.13214] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2014] [Revised: 04/09/2015] [Accepted: 04/14/2015] [Indexed: 10/23/2022]
Abstract
While modern agriculture relies on genetic homogeneity, diversifying practices associated with seed exchange and seed recycling may allow crops to adapt to their environment. This socio-genetic model is an original experimental evolution design referred to as on-farm dynamic management of crop diversity. Investigating such model can help in understanding how evolutionary mechanisms shape crop diversity submitted to diverse agro-environments. We studied a French farmer-led initiative where a mixture of four wheat landraces called 'Mélange de Touselles' (MDT) was created and circulated within a farmers' network. The 15 sampled MDT subpopulations were simultaneously submitted to diverse environments (e.g. altitude, rainfall) and diverse farmers' practices (e.g. field size, sowing and harvesting date). Twenty-one space-time samples of 80 individuals each were genotyped using 17 microsatellite markers and characterized for their heading date in a 'common-garden' experiment. Gene polymorphism was studied using four markers located in earliness genes. An original network-based approach was developed to depict the particular and complex genetic structure of the landraces composing the mixture. Rapid differentiation among populations within the mixture was detected, larger at the phenotypic and gene levels than at the neutral genetic level, indicating potential divergent selection. We identified two interacting selection processes: variation in the mixture component frequencies, and evolution of within-variety diversity, that shaped the standing variability available within the mixture. These results confirmed that diversifying practices and environments maintain genetic diversity and allow for crop evolution in the context of global change. Including concrete measurements of farmers' practices is critical to disentangle crop evolution processes.
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Affiliation(s)
- Mathieu Thomas
- INRA, UMR 0320/UMR 8120 Génétique Quantitative et Évolution - Le Moulon, F-91190, Gif-sur-Yvette, France
| | - Stéphanie Thépot
- ARVALIS Institut du Végétal, route de Chateaufort, F-91190, Villiers-Le-Bacle, France
| | - Nathalie Galic
- INRA, UMR 0320/UMR 8120 Génétique Quantitative et Évolution - Le Moulon, F-91190, Gif-sur-Yvette, France
| | - Sophie Jouanne-Pin
- INRA, UMR 0320/UMR 8120 Génétique Quantitative et Évolution - Le Moulon, F-91190, Gif-sur-Yvette, France
| | - Carine Remoué
- INRA, UMR 0320/UMR 8120 Génétique Quantitative et Évolution - Le Moulon, F-91190, Gif-sur-Yvette, France
| | - Isabelle Goldringer
- INRA, UMR 0320/UMR 8120 Génétique Quantitative et Évolution - Le Moulon, F-91190, Gif-sur-Yvette, France
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