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Wright J, Baker K, Barker T, Catchpole L, Durrant A, Fraser F, Gharbi K, Harrison C, Henderson S, Irish N, Kaithakottil G, Leitch IJ, Li J, Lucchini S, Neve P, Powell R, Rees H, Swarbreck D, Watkins C, Wood J, McTaggart S, Hall A, MacGregor D. Chromosome-scale genome assembly and de novo annotation of Alopecurus aequalis. Sci Data 2024; 11:1368. [PMID: 39695199 PMCID: PMC11655881 DOI: 10.1038/s41597-024-04222-y] [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: 09/18/2024] [Accepted: 12/02/2024] [Indexed: 12/20/2024] Open
Abstract
Alopecurus aequalis is a winter annual or short-lived perennial bunchgrass which has in recent years emerged as the dominant agricultural weed of barley and wheat in certain regions of China and Japan, causing significant yield losses. Its robust tillering capacity and high fecundity, combined with the development of both target and non-target-site resistance to herbicides means it is a formidable challenge to food security. Here we report on a chromosome-scale assembly of A. aequalis with a genome size of 2.83 Gb. The genome contained 33,758 high-confidence protein-coding genes with functional annotation. Comparative genomics revealed that the genome structure of A. aequalis is more similar to Hordeum vulgare rather than the more closely related Alopecurus myosuroides.
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Affiliation(s)
| | - Kendall Baker
- Earlham Institute, Norwich Research Park, Norwich, UK
| | - Tom Barker
- Earlham Institute, Norwich Research Park, Norwich, UK
| | | | - Alex Durrant
- Earlham Institute, Norwich Research Park, Norwich, UK
| | - Fiona Fraser
- Earlham Institute, Norwich Research Park, Norwich, UK
| | - Karim Gharbi
- Earlham Institute, Norwich Research Park, Norwich, UK
| | - Christian Harrison
- Rothamsted Research, Protecting Crops and the Environment, Harpenden, UK
- University College London, Rayne Building, University Street, London, UK
| | | | - Naomi Irish
- Earlham Institute, Norwich Research Park, Norwich, UK
| | | | | | - Jun Li
- College of Plant Protection, Nanjing Agricultural University, Nanjing, China
| | | | - Paul Neve
- Rothamsted Research, Protecting Crops and the Environment, Harpenden, UK
- University of Copenhagen, Plant and Environmental Sciences, Taastrup, Denmark
| | - Robyn Powell
- Royal Botanic Gardens, Kew, Richmond, Surrey, UK
| | - Hannah Rees
- Earlham Institute, Norwich Research Park, Norwich, UK
- Institute of Biological, Environmental & Rural Sciences, Aberystwyth University, Aberystwyth, Wales, UK
| | | | - Chris Watkins
- Earlham Institute, Norwich Research Park, Norwich, UK
| | - Jonathan Wood
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, UK
| | | | - Anthony Hall
- Earlham Institute, Norwich Research Park, Norwich, UK
- School of Biological Sciences, University of East Anglia, Norwich, UK
| | - Dana MacGregor
- Rothamsted Research, Protecting Crops and the Environment, Harpenden, UK.
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2
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Montgomery J, Morran S, MacGregor DR, McElroy JS, Neve P, Neto C, Vila-Aiub MM, Sandoval MV, Menéndez AI, Kreiner JM, Fan L, Caicedo AL, Maughan PJ, Martins BAB, Mika J, Collavo A, Merotto A, Subramanian NK, Bagavathiannan MV, Cutti L, Islam MM, Gill BS, Cicchillo R, Gast R, Soni N, Wright TR, Zastrow-Hayes G, May G, Malone JM, Sehgal D, Kaundun SS, Dale RP, Vorster BJ, Peters B, Lerchl J, Tranel PJ, Beffa R, Fournier-Level A, Jugulam M, Fengler K, Llaca V, Patterson EL, Gaines TA. Current status of community resources and priorities for weed genomics research. Genome Biol 2024; 25:139. [PMID: 38802856 PMCID: PMC11129445 DOI: 10.1186/s13059-024-03274-y] [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: 07/11/2023] [Accepted: 05/13/2024] [Indexed: 05/29/2024] Open
Abstract
Weeds are attractive models for basic and applied research due to their impacts on agricultural systems and capacity to swiftly adapt in response to anthropogenic selection pressures. Currently, a lack of genomic information precludes research to elucidate the genetic basis of rapid adaptation for important traits like herbicide resistance and stress tolerance and the effect of evolutionary mechanisms on wild populations. The International Weed Genomics Consortium is a collaborative group of scientists focused on developing genomic resources to impact research into sustainable, effective weed control methods and to provide insights about stress tolerance and adaptation to assist crop breeding.
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Affiliation(s)
- Jacob Montgomery
- Department of Agricultural Biology, Colorado State University, 1177 Campus Delivery, Fort Collins, CO, 80523, USA
| | - Sarah Morran
- Department of Agricultural Biology, Colorado State University, 1177 Campus Delivery, Fort Collins, CO, 80523, USA
| | - Dana R MacGregor
- Protecting Crops and the Environment, Rothamsted Research, Harpenden, Hertfordshire, UK
| | - J Scott McElroy
- Department of Crop, Soil, and Environmental Sciences, Auburn University, Auburn, AL, USA
| | - Paul Neve
- Department of Plant and Environmental Sciences, University of Copenhagen, Taastrup, Denmark
| | - Célia Neto
- Department of Plant and Environmental Sciences, University of Copenhagen, Taastrup, Denmark
| | - Martin M Vila-Aiub
- IFEVA-Conicet-Department of Ecology, University of Buenos Aires, Buenos Aires, Argentina
| | | | - Analia I Menéndez
- Department of Ecology, Faculty of Agronomy, University of Buenos Aires, Buenos Aires, Argentina
| | - Julia M Kreiner
- Department of Botany, The University of British Columbia, Vancouver, BC, Canada
| | - Longjiang Fan
- Institute of Crop Sciences, Zhejiang University, Hangzhou, China
| | - Ana L Caicedo
- Department of Biology, University of Massachusetts Amherst, Amherst, MA, USA
| | - Peter J Maughan
- Department of Plant and Wildlife Sciences, Brigham Young University, Provo, UT, USA
| | | | - Jagoda Mika
- Bayer AG, Weed Control Research, Frankfurt, Germany
| | | | - Aldo Merotto
- Department of Crop Sciences, Federal University of Rio Grande Do Sul, Porto Alegre, Rio Grande Do Sul, Brazil
| | - Nithya K Subramanian
- Department of Soil and Crop Sciences, Texas A&M University, College Station, TX, USA
| | | | - Luan Cutti
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI, USA
| | | | - Bikram S Gill
- Department of Plant Pathology, Kansas State University, Manhattan, KS, USA
| | - Robert Cicchillo
- Crop Protection Discovery and Development, Corteva Agriscience, Indianapolis, IN, USA
| | - Roger Gast
- Crop Protection Discovery and Development, Corteva Agriscience, Indianapolis, IN, USA
| | - Neeta Soni
- Crop Protection Discovery and Development, Corteva Agriscience, Indianapolis, IN, USA
| | - Terry R Wright
- Genome Center of Excellence, Corteva Agriscience, Johnston, IA, USA
| | | | - Gregory May
- Genome Center of Excellence, Corteva Agriscience, Johnston, IA, USA
| | - Jenna M Malone
- School of Agriculture, Food and Wine, University of Adelaide, Glen Osmond, South Australia, Australia
| | - Deepmala Sehgal
- Jealott's Hill International Research Centre, Syngenta Ltd, Bracknell, Berkshire, UK
| | - Shiv Shankhar Kaundun
- Jealott's Hill International Research Centre, Syngenta Ltd, Bracknell, Berkshire, UK
| | - Richard P Dale
- Jealott's Hill International Research Centre, Syngenta Ltd, Bracknell, Berkshire, UK
| | - Barend Juan Vorster
- Department of Plant and Soil Sciences, University of Pretoria, Pretoria, South Africa
| | - Bodo Peters
- Bayer AG, Weed Control Research, Frankfurt, Germany
| | | | - Patrick J Tranel
- Department of Crop Sciences, University of Illinois, Urbana, IL, USA
| | - Roland Beffa
- Senior Scientist Consultant, Herbicide Resistance Action Committee / CropLife International, Liederbach, Germany
| | | | - Mithila Jugulam
- Department of Agronomy, Kansas State University, Manhattan, KS, USA
| | - Kevin Fengler
- Genome Center of Excellence, Corteva Agriscience, Johnston, IA, USA
| | - Victor Llaca
- Genome Center of Excellence, Corteva Agriscience, Johnston, IA, USA
| | - Eric L Patterson
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI, USA
| | - Todd A Gaines
- Department of Agricultural Biology, Colorado State University, 1177 Campus Delivery, Fort Collins, CO, 80523, USA.
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Ma S, Zhao H, Liu S, Tian C, Gao M, Wang Y, Dong J, Zhang L. 2,4-Di-tert-butylphenol and 7-hydroxy-3-(2-methylpropyl)-2,3,6,7,8,8a-hexahydropyrrolo[1,2-a]pyrazine-1,4-dione: two natural products from Serratia marcescens Ha1 and their herbicidal activities. PEST MANAGEMENT SCIENCE 2024; 80:1016-1025. [PMID: 37831548 DOI: 10.1002/ps.7833] [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: 06/12/2023] [Revised: 10/05/2023] [Accepted: 10/11/2023] [Indexed: 10/15/2023]
Abstract
BACKGROUND Weeds are one of the critical factors that negatively affect crop yield and quality. Microbial herbicides are a research hotspot for novel herbicides owing to their environmental safety and lack of weed resistance. In the current study, the active ingredients of Serratia marcescens Ha1, a new microbial herbicide, were investigated for their effectiveness against agricultural weeds using bioassay-guided fractionation. RESULTS The results revealed that petroleum ether and ethyl acetate extracts of S. marcescens Ha1 had high herbicidal activity. Forty-nine compounds were identified from the petroleum ether extract, including 2,4-di-tert-butylphenol (DB; C14 H22 O, 38.82%), ethyl 14-methyl-hexadecanoate, 1-nonadecene, and [1,1'-biphenyl]-2,3'-diol, 3,4',5,6'-tetrakis. Of these, DB showed significant inhibitory effects on root and shoot growth in Amaranthus retroflexus, with half-maximal inhibitory concentration (IC50 ) values of 389.17 and 832.44 mg L-1 , respectively. In addition, 7-hydroxy-3-(2-methylpropyl)-2,3,6,7,8,8a-hexahydropyrrolo[1,2-a]pyrazine-1,4-dione (HPD) was identified as the major active ingredient in the ethyl acetate extract of S. marcescens Ha1 using bioassay-guided fractionation, with IC50 values of 439.86 and 476.95 mg L-1 against A. retroflexus shoot and root growth, respectively. Scanning electron microscopy indicated that DB and HPD exert destructive effects on A. retroflexus root, and the damage is gradually aggravated with increasing treatment time and concentration. CONCLUSION The S. marcescens Ha1 extract and its active compounds DB and HPD exhibit significant herbicidal activity, which could be utilized further for the development of microbial herbicides. © 2023 Society of Chemical Industry.
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Affiliation(s)
- Shujie Ma
- College of Plant Protection/State Key Laboratory of North China Crop Improvement and Regulation/Technological Innovation Center for Biological Control of Crop Diseases and Insect Pests of Hebei Province, Hebei Agricultural University, Baoding, China
- Key Laboratory of Hebei Province for Plant Physiology and Molecular Pathology, Hebei Agricultural University, Baoding, China
| | - Han Zhao
- College of Plant Protection/State Key Laboratory of North China Crop Improvement and Regulation/Technological Innovation Center for Biological Control of Crop Diseases and Insect Pests of Hebei Province, Hebei Agricultural University, Baoding, China
| | - Sijia Liu
- College of Plant Protection/State Key Laboratory of North China Crop Improvement and Regulation/Technological Innovation Center for Biological Control of Crop Diseases and Insect Pests of Hebei Province, Hebei Agricultural University, Baoding, China
| | - Ci Tian
- College of Plant Protection/State Key Laboratory of North China Crop Improvement and Regulation/Technological Innovation Center for Biological Control of Crop Diseases and Insect Pests of Hebei Province, Hebei Agricultural University, Baoding, China
| | - Ming Gao
- College of Plant Protection/State Key Laboratory of North China Crop Improvement and Regulation/Technological Innovation Center for Biological Control of Crop Diseases and Insect Pests of Hebei Province, Hebei Agricultural University, Baoding, China
| | - Yizhen Wang
- College of Plant Protection/State Key Laboratory of North China Crop Improvement and Regulation/Technological Innovation Center for Biological Control of Crop Diseases and Insect Pests of Hebei Province, Hebei Agricultural University, Baoding, China
| | - Jingao Dong
- College of Plant Protection/State Key Laboratory of North China Crop Improvement and Regulation/Technological Innovation Center for Biological Control of Crop Diseases and Insect Pests of Hebei Province, Hebei Agricultural University, Baoding, China
- Key Laboratory of Hebei Province for Plant Physiology and Molecular Pathology, Hebei Agricultural University, Baoding, China
| | - Lihui Zhang
- College of Plant Protection/State Key Laboratory of North China Crop Improvement and Regulation/Technological Innovation Center for Biological Control of Crop Diseases and Insect Pests of Hebei Province, Hebei Agricultural University, Baoding, China
- Key Laboratory of Hebei Province for Plant Physiology and Molecular Pathology, Hebei Agricultural University, Baoding, China
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4
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Harrison C, Noleto-Dias C, Ruvo G, Hughes DJ, Smith DP, Mead A, Ward JL, Heuer S, MacGregor DR. The mechanisms behind the contrasting responses to waterlogging in black-grass ( Alopecurus myosuroides) and wheat ( Triticum aestivum). FUNCTIONAL PLANT BIOLOGY : FPB 2024; 51:FP23193. [PMID: 38417910 DOI: 10.1071/fp23193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Accepted: 02/07/2024] [Indexed: 03/01/2024]
Abstract
Black-grass (Alopecurus myosuroides ) is one of the most problematic agricultural weeds of Western Europe, causing significant yield losses in winter wheat (Triticum aestivum ) and other crops through competition for space and resources. Previous studies link black-grass patches to water-retaining soils, yet its specific adaptations to these conditions remain unclear. We designed pot-based waterlogging experiments to compare 13 biotypes of black-grass and six cultivars of wheat. These showed that wheat roots induced aerenchyma when waterlogged whereas aerenchyma-like structures were constitutively present in black-grass. Aerial biomass of waterlogged wheat was smaller, whereas waterlogged black-grass was similar or larger. Variability in waterlogging responses within and between these species was correlated with transcriptomic and metabolomic changes in leaves of control or waterlogged plants. In wheat, transcripts associated with regulation and utilisation of phosphate compounds were upregulated and sugars and amino acids concentrations were increased. Black-grass biotypes showed limited molecular responses to waterlogging. Some black-grass amino acids were decreased and one transcript commonly upregulated was previously identified in screens for genes underpinning metabolism-based resistance to herbicides. Our findings provide insights into the different waterlogging tolerances of these species and may help to explain the previously observed patchiness of this weed's distribution in wheat fields.
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Affiliation(s)
- Christian Harrison
- Rothamsted Research, Protecting Crops and the Environment, Harpenden, Hertfordshire, UK
| | - Clarice Noleto-Dias
- Rothamsted Research, Plant Sciences for the Bioeconomy, Harpenden, Hertfordshire, UK
| | - Gianluca Ruvo
- Rothamsted Research, Plant Sciences for the Bioeconomy, Harpenden, Hertfordshire, UK
| | - David J Hughes
- Rothamsted Research, Intelligent Data Ecosystems, Harpenden, Hertfordshire, UK
| | - Daniel P Smith
- Rothamsted Research, Intelligent Data Ecosystems, Harpenden, Hertfordshire, UK
| | - Andrew Mead
- Rothamsted Research, Intelligent Data Ecosystems, Harpenden, Hertfordshire, UK
| | - Jane L Ward
- Rothamsted Research, Plant Sciences for the Bioeconomy, Harpenden, Hertfordshire, UK
| | - Sigrid Heuer
- International Consultant Crop Improvement and Food Security, Harpenden, UK
| | - Dana R MacGregor
- Rothamsted Research, Protecting Crops and the Environment, Harpenden, Hertfordshire, UK
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5
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Cai L, Comont D, MacGregor D, Lowe C, Beffa R, Neve P, Saski C. The blackgrass genome reveals patterns of non-parallel evolution of polygenic herbicide resistance. THE NEW PHYTOLOGIST 2023; 237:1891-1907. [PMID: 36457293 PMCID: PMC10108218 DOI: 10.1111/nph.18655] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Accepted: 11/23/2022] [Indexed: 05/31/2023]
Abstract
Globally, weedy plants are a major constraint to sustainable crop production. Much of the success of weeds rests with their ability to rapidly adapt in the face of human-mediated management of agroecosystems. Alopecurus myosuroides (blackgrass) is a widespread and impactful weed affecting agriculture in Europe. Here we report a chromosome-scale genome assembly of blackgrass and use this reference genome to explore the genomic/genetic basis of non-target site herbicide resistance (NTSR). Based on our analysis of F2 seed families derived from two distinct blackgrass populations with the same NTSR phenotype, we demonstrate that the trait is polygenic and evolves from standing genetic variation. We present evidence that selection for NTSR has signatures of both parallel and non-parallel evolution. There are parallel and non-parallel changes at the transcriptional level of several stress- and defence-responsive gene families. At the genomic level, however, the genetic loci underpinning NTSR are different (non-parallel) between seed families. We speculate that variation in the number, regulation and function of stress- and defence-related gene families enable weedy species to rapidly evolve NTSR via exaptation of genes within large multi-functional gene families. These results provide novel insights into the potential for, and nature of plant adaptation in rapidly changing environments.
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Affiliation(s)
- Lichun Cai
- Department of Plant and Environmental SciencesClemson UniversityClemsonSC29634USA
| | - David Comont
- Protecting Crops and the EnvironmentRothamsted ResearchHarpenden, HertfordshireAL5 2JQUK
| | - Dana MacGregor
- Protecting Crops and the EnvironmentRothamsted ResearchHarpenden, HertfordshireAL5 2JQUK
| | - Claudia Lowe
- Protecting Crops and the EnvironmentRothamsted ResearchHarpenden, HertfordshireAL5 2JQUK
| | - Roland Beffa
- Bayer Crop SciencesIndustriepark Höchst65926Frankfurt am MainGermany
- Königsteiner Weg 465835LiederbachGermany
| | - Paul Neve
- Protecting Crops and the EnvironmentRothamsted ResearchHarpenden, HertfordshireAL5 2JQUK
- Department of Plant and Environmental SciencesUniversity of CopenhagenHøjbakkegård Allé 13Tåstrup2630Denmark
| | - Christopher Saski
- Department of Plant and Environmental SciencesClemson UniversityClemsonSC29634USA
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Hardy NB. Delaying quantitative resistance to pesticides and antibiotics. Evol Appl 2022; 15:2067-2077. [PMID: 36540637 PMCID: PMC9753825 DOI: 10.1111/eva.13497] [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: 02/03/2022] [Revised: 09/20/2022] [Accepted: 10/03/2022] [Indexed: 11/27/2022] Open
Abstract
How can we best vary the application of pesticides and antibiotics to delay resistance evolution? Previous theoretical comparisons of deployment strategies have focused on qualitative resistance traits and have mostly assumed that resistance alleles are already present in a population. But many real resistance traits are quantitative, and the evolution of resistant genotypes in the field may depend on de novo mutation and recombination. Here, I use an individual-based, forward-time, quantitative-genetic simulation model to investigate the evolution of quantitative resistance. I evaluate the performance of four application strategies for delaying resistance evolution, to wit, the (1) sequential, (2) mosaic, (3) periodic, and (4) combined strategies. I find that which strategy is best depends on initial efficacy. When at the onset, xenobiotics completely prevent reproduction in treated demes, a combined strategy is best. On the other hand, when populations are partially resistant, the combined strategy is inferior to mosaic and periodic strategies, especially when resistance alleles are antagonistically pleiotropic. Thus, the optimal application strategy for managing against the rise of quantitative resistance depends on pleiotropy and whether or not partial resistance is already present in a population. This result appears robust to variation in pest reproductive mode and migration rate, direct fitness costs for resistant phenotypes, and the extent of refugial habitats.
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Affiliation(s)
- Nate B Hardy
- Department of Entomology and Plant Pathology Auburn University Auburn Alabama USA
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