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Nimmala M, Ross SD, Foroutan H. Cannabis pollen dispersal across the United States. Sci Rep 2024; 14:20605. [PMID: 39232057 PMCID: PMC11375005 DOI: 10.1038/s41598-024-70633-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Accepted: 08/20/2024] [Indexed: 09/06/2024] Open
Abstract
For the recently legalized US hemp industry (Cannabis sativa), cross-pollination between neighboring fields has become a significant challenge, leading to contaminated seeds, reduced oil yields, and in some cases, mandated crop destruction. As a step towards assessing hemp cross-pollination risk, this study characterizes the seasonal and spatial patterns in windborne hemp pollen dispersal spanning the conterminous United States (CONUS). By leveraging meteorological data obtained through mesoscale model simulations, we have driven Lagrangian Stochastic models to simulate wind-borne hemp pollen dispersion across CONUS on a county-by-county basis for five months from July to November, encompassing the potential flowering season for industrial hemp. Our findings reveal that pollen deposition rates escalate from summer to autumn due to the reduction in convective activity during daytime and the increase in wind shear at night as the season progresses. We find diurnal variations in pollen dispersion: nighttime conditions favor deposition in proximity to the source, while daytime conditions facilitate broader dispersal albeit with reduced deposition rates. These shifting weather patterns give rise to specific regions of CONUS more vulnerable to hemp cross-pollination.
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Affiliation(s)
- Manu Nimmala
- Engineering Science and Mechanics, Virginia Tech, Blacksburg, VA, 24061, USA.
| | - Shane D Ross
- Aerospace and Ocean Engineering, Virginia Tech, Blacksburg, VA, 24061, USA
| | - Hosein Foroutan
- Civil and Environmental Engineering, Virginia Tech, Blacksburg, VA, 24061, USA
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2
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Dixon RA, Puente-Urbina A, Beckham GT, Román-Leshkov Y. Enabling Lignin Valorization Through Integrated Advances in Plant Biology and Biorefining. ANNUAL REVIEW OF PLANT BIOLOGY 2024; 75:239-263. [PMID: 39038247 DOI: 10.1146/annurev-arplant-062923-022602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/24/2024]
Abstract
Despite lignin having long been viewed as an impediment to the processing of biomass for the production of paper, biofuels, and high-value chemicals, the valorization of lignin to fuels, chemicals, and materials is now clearly recognized as a critical element for the lignocellulosic bioeconomy. However, the intended application for lignin will likely require a preferred lignin composition and form. To that end, effective lignin valorization will require the integration of plant biology, providing optimal feedstocks, with chemical process engineering, providing efficient lignin transformations. Recent advances in our understanding of lignin biosynthesis have shown that lignin structure is extremely diverse and potentially tunable, while simultaneous developments in lignin refining have resulted in the development of several processes that are more agnostic to lignin composition. Here, we review the interface between in planta lignin design and lignin processing and discuss the advances necessary for lignin valorization to become a feature of advanced biorefining.
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Affiliation(s)
- Richard A Dixon
- BioDiscovery Institute and Department of Biological Sciences, University of North Texas, Denton, Texas, USA;
- Center for Bioenergy Innovation (CBI), Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Allen Puente-Urbina
- Renewable Resources and Enabling Sciences Center, National Renewable Energy Laboratory, Golden, Colorado, USA
| | - Gregg T Beckham
- Center for Bioenergy Innovation (CBI), Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
- Renewable Resources and Enabling Sciences Center, National Renewable Energy Laboratory, Golden, Colorado, USA
| | - Yuriy Román-Leshkov
- Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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Reutemann AV, Honfi AI, Karunarathne P, Eckers F, Hojsgaard DH, Martínez EJ. Comparative analysis of molecular and morphological diversity in two diploid Paspalum species (Poaceae) with contrasting mating systems. PLANT REPRODUCTION 2024; 37:15-32. [PMID: 37566236 DOI: 10.1007/s00497-023-00478-3] [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: 03/15/2023] [Accepted: 07/22/2023] [Indexed: 08/12/2023]
Abstract
KEY MESSAGE Interspecific comparison of two Paspalum species has demonstrated that mating systems (selfing and outcrossing) contribute to variation (genetically and morphologically) within species through similar but mutually exclusive processes. Mating systems play a key role in the genetic dynamics of populations. Studies show that populations of selfing plants have less genetic diversity than outcrossing plants. Yet, many such studies have ignored morphological diversity. Here, we compared the morphological and molecular diversity patterns in populations of two phylogenetically-related sexual diploids that differ in their mating system: self-sterile Paspalum indecorum and self-fertile P. pumilum. We assessed the morphological variation using 16 morpho-phenological characters and the molecular diversity using three combinations of AFLPs. We compared the morphological and molecular diversity within and among populations in each mating system. Contrary to expectations, selfers showed higher morphological variation within populations, mainly in vegetative and phenological traits, compared to outcrossers. The high morphological variation within populations of selfers led to a low differentiation among populations. At molecular level, selfing populations showed lower levels of genotypic and genetic diversity than outcrossing populations. As expected, selfers showed higher population structure than outcrossers (PhiST = 0.301 and PhiST = 0.108, respectively). Increased homozygous combinations for the same trait/locus enhance morphological variation and reduce molecular variation within populations in selfing P. pumilum. Thus, selfing outcomes are opposite when comparing morphological and molecular variation in P. pumilum. Meanwhile, pollen flow in obligate outcrossing populations of P. indecorum increases within-population molecular variation, but tends to homogenize phenotypes within-population. Pollen flow in obligate outcrossers tends to merge geographically closer populations; but isolation by distance can lead to a weak differentiation among distant populations of P. indecorum.
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Affiliation(s)
- A Verena Reutemann
- Instituto de Botánica del Nordeste (IBONE-CONICET-UNNE), Facultad de Ciencias Agrarias, Universidad Nacional del Nordeste (FCA-UNNE), 3400, Corrientes, Argentina
| | - Ana I Honfi
- Programa de Estudios Florísticos y Genética Vegetal, Instituto de Biología Subtropical (PEFyGV, IBS-UNaM-CONICET), 3300, Posadas, Argentina
| | - Piyal Karunarathne
- Department of Systematics, Biodiversity and Evolution of Plants, Albrecht-Von-Haller Institute for Plant Sciences, University of Goettingen, 37073, Goettingen, Germany
- Institute for Population Genetics, Heinrich Heine University, 40225, Düsseldorf, Germany
| | - Fabiana Eckers
- Programa de Estudios Florísticos y Genética Vegetal, Instituto de Biología Subtropical (PEFyGV, IBS-UNaM-CONICET), 3300, Posadas, Argentina
| | - Diego H Hojsgaard
- Taxonomy and Evolutionary Biology, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), 06466, Gatersleben, Germany
| | - Eric J Martínez
- Instituto de Botánica del Nordeste (IBONE-CONICET-UNNE), Facultad de Ciencias Agrarias, Universidad Nacional del Nordeste (FCA-UNNE), 3400, Corrientes, Argentina.
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Stockdale JN, Millwood RJ. Transgene Bioconfinement: Don't Flow There. PLANTS (BASEL, SWITZERLAND) 2023; 12:1099. [PMID: 36903958 PMCID: PMC10005267 DOI: 10.3390/plants12051099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 02/23/2023] [Accepted: 02/24/2023] [Indexed: 06/18/2023]
Abstract
The adoption of genetically engineered (GE) crops has led to economic and environmental benefits. However, there are regulatory and environmental concerns regarding the potential movement of transgenes beyond cultivation. These concerns are greater for GE crops with high outcrossing frequencies to sexually compatible wild relatives and those grown in their native region. Newer GE crops may also confer traits that enhance fitness, and introgression of these traits could negatively impact natural populations. Transgene flow could be lessened or prevented altogether through the addition of a bioconfinement system during transgenic plant production. Several bioconfinement approaches have been designed and tested and a few show promise for transgene flow prevention. However, no system has been widely adopted despite nearly three decades of GE crop cultivation. Nonetheless, it may be necessary to implement a bioconfinement system in new GE crops or in those where the potential of transgene flow is high. Here, we survey such systems that focus on male and seed sterility, transgene excision, delayed flowering, as well as the potential of CRISPR/Cas9 to reduce or eliminate transgene flow. We discuss system utility and efficacy, as well as necessary features for commercial adoption.
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Kesoju SR, Kramer M, Brunet J, Greene SL, Jordan A, Martin RC. Gene flow in commercial alfalfa (Medicago sativa subsp. sativa L.) seed production fields: Distance is the primary but not the sole influence on adventitious presence. PLoS One 2021; 16:e0248746. [PMID: 33765070 PMCID: PMC7993763 DOI: 10.1371/journal.pone.0248746] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Accepted: 03/04/2021] [Indexed: 11/18/2022] Open
Abstract
In insect-pollinated crops, gene flow is affected by numerous factors including crop characteristics, mating system, life history, pollinators, and planting management practices. Previous studies have concentrated on the impact of distance between genetically engineered (GE) and conventional fields on adventitious presence (AP) which represents the unwanted presence of a GE gene. Variables other than distance, however, may affect AP. In addition, some AP is often present in the parent seed lots used to establish conventional fields. To identify variables that influence the proportion of AP in conventional alfalfa fields, we performed variable selection regression analyses. Analyses based on a sample-level and a field-level analysis gave similar, though not identical results. For the sample-level model, distance from the GE field explained 66% of the variance in AP, confirming its importance in affecting AP. The area of GE fields within the pollinator foraging range explained an additional 30% of the variation in AP in the model. The density of alfalfa leafcutting bee domiciles influenced AP in both models. To minimize AP in conventional alfalfa seed fields, management practices should focus on optimizing isolation distances while also considering the size of the GE pollen pool within the pollinator foraging range, and the foraging behavior of pollinators.
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Affiliation(s)
- Sandya R. Kesoju
- Department of Agriculture, Columbia Basin College, Pasco, Washington, United States of America
| | - Matthew Kramer
- Statistics Group, Beltsville Agricultural Research Center, USDA Agricultural Research Service, Beltsville, Maryland, United States of America
| | - Johanne Brunet
- Vegetable Crops Research Unit, USDA, Agricultural Research Service, Madison, Wisconsin, United States of America
| | - Stephanie L. Greene
- Agricultural Genetic Resources Preservation Research Unit, USDA, Agricultural Research Service, Fort Collins, Colorado, United States of America
| | - Amelia Jordan
- Irrigated Agriculture Research and Extension Center, Washington State University, Prosser, Washington, United States of America
| | - Ruth C. Martin
- Forage Seed and Cereal Research, USDA, Agricultural Research Service, Corvallis, Oregon, United States of America
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Yan S, Yu J, Han M, Michaud JP, Guo LL, Li Z, Zeng B, Zhang QW, Liu XX. Intercrops can mitigate pollen-mediated gene flow from transgenic cotton while simultaneously reducing pest densities. THE SCIENCE OF THE TOTAL ENVIRONMENT 2020; 711:134855. [PMID: 31812403 DOI: 10.1016/j.scitotenv.2019.134855] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/26/2019] [Revised: 10/03/2019] [Accepted: 10/04/2019] [Indexed: 06/10/2023]
Abstract
Genetically modified (GM) cotton, engineered to express Bt toxins that protect it from insect damage, has become the most successfully commercialized GM crop in China since its authorization in 1997. In light of the potential ecological consequences of pollen-mediated gene flow (PGF) from GM plants, a two year field trial was conducted to test the effects on PGF of sunflower, Helianthus annuus, buckwheat, Fagopyrum esculentum, and soybean, Glycine max, as intercrops in non-GM cotton fields during 2017 and 2018. DNA tests for hybridized seed were used to estimate rates of PGF in intercrop treatments. PGF was the lowest in cotton intercropped with either buckwheat or sunflower, likely due to the trapping of pollen in these flowers, and/or the diversion of pollinators away from cotton flowers. PGF declined as an exponential function of distance from the GM cotton; Y = -lnx was the model of best fit for estimating pollen dispersal potential. A sunflower intercrop reduced the peak abundance of Aphis gossypii, (Hemiptera: Aphididae), Bemisia tabaci (Hemiptera: Aleyrodidae), and Nysius ericae (Hemiptera: Lygaeidae) on cotton plants, although densities of Tetranychus cinnabarinus (Acari: Tetranychidae), were increased. A buckwheat intercrop had very similar effects on these pests, likely due to attraction of their natural enemies. We conclude that sunflower and buckwheat are suitable intercrops for reducing PGF from GM cotton, and may be useful for reducing PGF from other insect-pollinated GM crops in the agricultural landscape, while simultaneously contributing to control of specific pests. This is the first demonstration, to our knowledge, that intercrops can be used to reduce PGF from transgenic plants.
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Affiliation(s)
- Shuo Yan
- Department of Entomology, China Agricultural University, Beijing 100193, PR China
| | - Jian Yu
- Department of Entomology, China Agricultural University, Beijing 100193, PR China
| | - Min Han
- Department of Entomology, China Agricultural University, Beijing 100193, PR China
| | - J P Michaud
- Department of Entomology, Kansas State University, Agricultural Research Center-Hays, Hays, KS 67601, USA
| | - Li-Lei Guo
- Center of International Cooperation Service, Ministry of Agriculture and Rural Affairs, Beijing 100125, PR China
| | - Zhen Li
- Department of Entomology, China Agricultural University, Beijing 100193, PR China
| | - Bo Zeng
- National Agricultural Technology Extension and Service Center, Beijing 100125, PR China
| | - Qing-Wen Zhang
- Department of Entomology, China Agricultural University, Beijing 100193, PR China
| | - Xiao-Xia Liu
- Department of Entomology, China Agricultural University, Beijing 100193, PR China.
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Butcher CL, Rubin BY, Anderson SL, Nandula VK, Owen MDK, Gardner RG, Lewis JD. Combining rare alleles and grouped pollen donors to assign paternity in pollen dispersal studies. APPLICATIONS IN PLANT SCIENCES 2020; 8:e11330. [PMID: 32185121 PMCID: PMC7073328 DOI: 10.1002/aps3.11330] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Accepted: 11/09/2019] [Indexed: 06/10/2023]
Abstract
PREMISE Pollen dispersal plays a critical role in gene flow of seed plants. Most often, pollen dispersal is measured using paternity assignment. However, this approach can be time-consuming because it typically entails genotyping all pollen donors, receptors, and offspring at several molecular markers. METHODS We developed a faster, simpler protocol to track paternity, using pollen receptors and grouped pollen donors that possess rare alleles. We tested this approach using wind-pollinated Amaranthus tuberculatus and insect-pollinated Solanum lycopersicum. After screening potential markers for rare alleles, we grew both species in experimental arrays under field conditions. RESULTS All tested A. tuberculatus seeds and 97% of S. lycopersicum fruits could be assigned to the grouped pollen donors using each of two markers. From these results, we could infer paternity of untested offspring and assess pollen dispersal patterns in each array. DISCUSSION By combining rare alleles and grouped pollen donors, we could assess pollen dispersal for both species and across all arrays after genotyping a small number of pollen donors and a representative subset of offspring. While directly applicable to A. tuberculatus and S. lycopersicum, this approach could be used in other species to assess pollen dispersal under field conditions.
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Affiliation(s)
- Chelsea L. Butcher
- Louis Calder Center, Biological Field StationFordham University31 Whippoorwill RoadArmonkNew York10504USA
- Center for Urban EcologyFordham University441 East Fordham RoadBronxNew York10458USA
- Department of Biological SciencesFordham University441 East Fordham RoadBronxNew York10458USA
- Department of Mathematics and Natural SciencesNorthwood University4000 Whiting DriveMidlandMichigan48640USA
| | - Berish Y. Rubin
- Department of Biological SciencesFordham University441 East Fordham RoadBronxNew York10458USA
| | - Sylvia L. Anderson
- Department of Biological SciencesFordham University441 East Fordham RoadBronxNew York10458USA
| | - Vijay K. Nandula
- Crop Production Systems Research Unit, Agricultural Research ServiceU.S. Department of Agriculture141 Experiment Station RoadStonevilleMississippi38776USA
| | - Micheal D. K. Owen
- Department of AgronomyIowa State University716 Farm House LaneAmesIowa50011USA
| | - Randolph G. Gardner
- Department of Horticultural ScienceNorth Carolina State UniversityMountain Horticultural Crops Research and Extension Center (MHCREC)455 Research DriveMills RiverNorth Carolina28759USA
| | - J. D. Lewis
- Louis Calder Center, Biological Field StationFordham University31 Whippoorwill RoadArmonkNew York10504USA
- Center for Urban EcologyFordham University441 East Fordham RoadBronxNew York10458USA
- Department of Biological SciencesFordham University441 East Fordham RoadBronxNew York10458USA
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