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Qin XL, Zhao YQ, Zhang DJ, Wang KY, Chen WH, Tang ZZ, Chen YE, Yuan S, Ye L, Yuan M. Three species of rape responded to cadmium and melatonin alleviating Cd-toxicity in species-specific strategy. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2024; 354:124178. [PMID: 38763294 DOI: 10.1016/j.envpol.2024.124178] [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: 01/16/2024] [Revised: 04/24/2024] [Accepted: 05/16/2024] [Indexed: 05/21/2024]
Abstract
Cadmium (Cd) pollution has been a significant concern in heavy metal pollution, prompting plants to adopt various strategies to mitigate its damage. While the response of plants to Cd stress and the impact of exogenous melatonin has received considerable attention, there has been limited focus on the responses of closely related species to these factors. Consequently, our investigation aimed to explore the response of three different species of rape to Cd stress and examine the influence of exogenous melatonin in this scenario. The research findings revealed distinctive responses among the investigated rape species. B. campestris showed the resistance to Cd and exhibited lower Cd absorption and sustained its physiological activity under Cd stress. In contrast, B. juncea accumulated much Cd and increased the amount of anthocyanin to mitigate the Cd-damage. Furthermore, B. napus showed the tolerance to Cd and tended to accumulate Cd in vacuoles under Cd stress, thereby decreasing the Cd damage and leading to higher activity of antioxidant enzymes and photosynthesis. Moreover, the application of exogenous melatonin significantly elevated the melatonin level in plants and mitigated Cd toxicity by promoting the activity of antioxidant enzymes, reducing Cd absorption, enhancing the chelating capacity with Cd, decreasing Cd accumulation in organelles, and reducing its fluidity. Specifically, exogenous melatonin increased the FHAc content in B. campestris, elevated the phytochelatins (PCs) level in B. napus, and stimulated photosynthesis in B. juncea. In summary, the findings underscore the species-specific responses of the three species of rape to both Cd stress and exogenous melatonin, highlighting the potential for tailored mitigation strategies based on the unique characteristics of each species.
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Affiliation(s)
- Xiao-Long Qin
- College of Life Science, Sichuan Agricultural University, 625014, Ya'an, China
| | - Yu-Qing Zhao
- College of Life Science, Sichuan Agricultural University, 625014, Ya'an, China
| | - De-Jun Zhang
- College of Life Science, Sichuan Agricultural University, 625014, Ya'an, China
| | - Ke-Yu Wang
- College of Life Science, Sichuan Agricultural University, 625014, Ya'an, China
| | - Wen-Hui Chen
- College of Life Science, Sichuan Agricultural University, 625014, Ya'an, China
| | - Zi-Zhong Tang
- College of Life Science, Sichuan Agricultural University, 625014, Ya'an, China
| | - Yang-Er Chen
- College of Life Science, Sichuan Agricultural University, 625014, Ya'an, China
| | - Shu Yuan
- College of Resources, Sichuan Agricultural University, 611130, Chengdu, China
| | - Lin Ye
- College of Animal Science and Technology, Sichuan Agricultural University, 611100, Chengdu, China
| | - Ming Yuan
- College of Life Science, Sichuan Agricultural University, 625014, Ya'an, China; State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Sichuan Agricultural University, 611130, Chengdu, China.
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Salami M, Heidari B, Alizadeh B, Batley J, Wang J, Tan XL, Dadkhodaie A, Richards C. Dissection of quantitative trait nucleotides and candidate genes associated with agronomic and yield-related traits under drought stress in rapeseed varieties: integration of genome-wide association study and transcriptomic analysis. FRONTIERS IN PLANT SCIENCE 2024; 15:1342359. [PMID: 38567131 PMCID: PMC10985355 DOI: 10.3389/fpls.2024.1342359] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Accepted: 02/26/2024] [Indexed: 04/04/2024]
Abstract
Introduction An important strategy to combat yield loss challenge is the development of varieties with increased tolerance to drought to maintain production. Improvement of crop yield under drought stress is critical to global food security. Methods In this study, we performed multiomics analysis in a collection of 119 diverse rapeseed (Brassica napus L.) varieties to dissect the genetic control of agronomic traits in two watering regimes [well-watered (WW) and drought stress (DS)] for 3 years. In the DS treatment, irrigation continued till the 50% pod development stage, whereas in the WW condition, it was performed throughout the whole growing season. Results The results of the genome-wide association study (GWAS) using 52,157 single-nucleotide polymorphisms (SNPs) revealed 1,281 SNPs associated with traits. Six stable SNPs showed sequence variation for flowering time between the two irrigation conditions across years. Three novel SNPs on chromosome C04 for plant weight were located within drought tolerance-related gene ABCG16, and their pleiotropically effects on seed weight per plant and seed yield were characterized. We identified the C02 peak as a novel signal for flowering time, harboring 52.77% of the associated SNPs. The 288-kbps LD decay distance analysis revealed 2,232 candidate genes (CGs) associated with traits. The CGs BIG1-D, CAND1, DRG3, PUP10, and PUP21 were involved in phytohormone signaling and pollen development with significant effects on seed number, seed weight, and grain yield in drought conditions. By integrating GWAS and RNA-seq, 215 promising CGs were associated with developmental process, reproductive processes, cell wall organization, and response to stress. GWAS and differentially expressed genes (DEGs) of leaf and seed in the yield contrasting accessions identified BIG1-D, CAND1, and DRG3 genes for yield variation. Discussion The results of our study provide insights into the genetic control of drought tolerance and the improvement of marker-assisted selection (MAS) for breeding high-yield and drought-tolerant varieties.
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Affiliation(s)
- Maryam Salami
- Department of Plant Production and Genetics, School of Agriculture, Shiraz University, Shiraz, Iran
| | - Bahram Heidari
- Department of Plant Production and Genetics, School of Agriculture, Shiraz University, Shiraz, Iran
| | - Bahram Alizadeh
- Oil Crops Research Department, Seed and Plant Improvement Institute, Agricultural Research Education and Extension, Organization, (AREEO), Karaj, Iran
| | - Jacqueline Batley
- School of Biological Sciences, University of Western Australia, Perth, WA, Australia
| | - Jin Wang
- School of Life Sciences, Jiangsu University, Zhenjiang, China
| | - Xiao-Li Tan
- School of Life Sciences, Jiangsu University, Zhenjiang, China
| | - Ali Dadkhodaie
- Department of Plant Production and Genetics, School of Agriculture, Shiraz University, Shiraz, Iran
| | - Christopher Richards
- United States Department of Agriculture (USDA), Agricultural Research Service (ARS), National Laboratory for Genetic Resources Preservation, Fort Collins, CO, United States
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Ludwig E, Sumner J, Berry J, Polydore S, Ficor T, Agnew E, Haines K, Greenham K, Fahlgren N, Mockler TC, Gehan MA. Natural variation in Brachypodium distachyon responses to combined abiotic stresses. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2024; 117:1676-1701. [PMID: 37483133 DOI: 10.1111/tpj.16387] [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: 03/04/2023] [Revised: 06/26/2023] [Accepted: 07/05/2023] [Indexed: 07/25/2023]
Abstract
The demand for agricultural production is becoming more challenging as climate change increases global temperature and the frequency of extreme weather events. This study examines the phenotypic variation of 149 accessions of Brachypodium distachyon under drought, heat, and the combination of stresses. Heat alone causes the largest amounts of tissue damage while the combination of stresses causes the largest decrease in biomass compared to other treatments. Notably, Bd21-0, the reference line for B. distachyon, did not have robust growth under stress conditions, especially the heat and combined drought and heat treatments. The climate of origin was significantly associated with B. distachyon responses to the assessed stress conditions. Additionally, a GWAS found loci associated with changes in plant height and the amount of damaged tissue under stress. Some of these SNPs were closely located to genes known to be involved in responses to abiotic stresses and point to potential causative loci in plant stress response. However, SNPs found to be significantly associated with a response to heat or drought individually are not also significantly associated with the combination of stresses. This, with the phenotypic data, suggests that the effects of these abiotic stresses are not simply additive, and the responses to the combined stresses differ from drought and heat alone.
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Affiliation(s)
- Ella Ludwig
- Donald Danforth Plant Science Center, St. Louis, Missouri, 63132, USA
| | - Joshua Sumner
- Donald Danforth Plant Science Center, St. Louis, Missouri, 63132, USA
| | - Jeffrey Berry
- Donald Danforth Plant Science Center, St. Louis, Missouri, 63132, USA
- Bayer Crop Sciences, St. Louis, Missouri, 63017, USA
| | - Seth Polydore
- Donald Danforth Plant Science Center, St. Louis, Missouri, 63132, USA
| | - Tracy Ficor
- Donald Danforth Plant Science Center, St. Louis, Missouri, 63132, USA
| | - Erica Agnew
- Donald Danforth Plant Science Center, St. Louis, Missouri, 63132, USA
| | - Kristina Haines
- Donald Danforth Plant Science Center, St. Louis, Missouri, 63132, USA
| | - Kathleen Greenham
- Donald Danforth Plant Science Center, St. Louis, Missouri, 63132, USA
- University of Minnesota, St. Paul, Minnesota, 55108, USA
| | - Noah Fahlgren
- Donald Danforth Plant Science Center, St. Louis, Missouri, 63132, USA
| | - Todd C Mockler
- Donald Danforth Plant Science Center, St. Louis, Missouri, 63132, USA
| | - Malia A Gehan
- Donald Danforth Plant Science Center, St. Louis, Missouri, 63132, USA
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Tan JH, Ding HX, Fong MY, Lau YL. Genetic diversity and in silico analysis of Plasmodium knowlesi Serine Repeat Antigen (SERA) 3 antigen 2 in Malaysia. INFECTION, GENETICS AND EVOLUTION : JOURNAL OF MOLECULAR EPIDEMIOLOGY AND EVOLUTIONARY GENETICS IN INFECTIOUS DISEASES 2023; 114:105490. [PMID: 37595939 DOI: 10.1016/j.meegid.2023.105490] [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: 04/19/2023] [Revised: 07/29/2023] [Accepted: 08/15/2023] [Indexed: 08/20/2023]
Abstract
Plasmodium knowlesi is the leading cause of malaria in Malaysia. Serine Repeat Antigens (SERAs) have an essential role in the parasite life cycle. However, genetic characterization on P. knowlesi SERA3 Ag2 (PkSERA3 Ag2) is lacking. In the present study, nucleotide diversity, natural selection, and haplotypes of PkSERA3 Ag2 in clinical samples from Peninsular Malaysia and Malaysian Borneo were investigated. A total of 50 P. knowlesi clinical samples were collected from Peninsular Malaysia and Malaysian Borneo. The PkSERA3 Ag2 gene was amplified using PCR, and subsequently cloned and sequenced. Genetic diversity, haplotype, natural selection as well as genetic structure and differentiation of PkSERA3 Ag2 were analysed. In addition, in silico analyses were performed to identify repeat motifs, B-cell epitopes, and antigenicity indices of the protein. Analysis of 114 PkSERA3 Ag2 sequences revealed high nucleotide diversity of the gene in Malaysia. A codon-based Z-test indicated that the gene underwent purifying selection. Haplotype and population structure analyses identified two distinct PkSERA3 Ag2 clusters (K = 2, ΔK = 721.14) but no clear genetic distinction between PkSERA3 Ag2 from Peninsular Malaysia and Malaysian Borneo. FST index indicated moderate differentiation of the gene. In silico analyses revealed unique repeat motifs among PkSERA3 Ag2 isolates. Moreover, the amino acid sequence of PkSERA3 Ag2 exhibited potential B-cell epitopes and possessed high antigenicity indices. These findings enhance the understanding of PkSERA3 Ag2 gene as well as its antigenic properties. Further validation is necessary to ascertain the utility of PkSERA3 Ag2 as a serological marker for P. knowlesi infection.
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Affiliation(s)
- Jia Hui Tan
- Department of Parasitology, Faculty of Medicine, Universiti Malaya, 50603 Kuala Lumpur, Malaysia
| | - Hans Xing Ding
- Department of Parasitology, Faculty of Medicine, Universiti Malaya, 50603 Kuala Lumpur, Malaysia
| | - Mun Yik Fong
- Department of Parasitology, Faculty of Medicine, Universiti Malaya, 50603 Kuala Lumpur, Malaysia
| | - Yee Ling Lau
- Department of Parasitology, Faculty of Medicine, Universiti Malaya, 50603 Kuala Lumpur, Malaysia.
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Özkan G, Haliloğlu K, Türkoğlu A, Özturk HI, Elkoca E, Poczai P. Determining Genetic Diversity and Population Structure of Common Bean ( Phaseolus vulgaris L.) Landraces from Türkiye Using SSR Markers. Genes (Basel) 2022; 13:1410. [PMID: 36011321 PMCID: PMC9407889 DOI: 10.3390/genes13081410] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Revised: 08/03/2022] [Accepted: 08/04/2022] [Indexed: 11/17/2022] Open
Abstract
Assessment of genetic diversity among different varieties helps to improve desired characteristics of crops, including disease resistance, early maturity, high yield, and resistance to drought. Molecular markers are one of the most effective tools for discovering genetic diversity that can increase reproductive efficiency. Simple sequence repeats (SSRs), which are codominant markers, are preferred for the determination of genetic diversity because they are highly polymorphic, multi-allelic, highly reproducible, and have good genome coverage. This study aimed to determine the genetic diversity of 40 common bean (Phaseolus vulgaris L.) landraces collected from the Ispir district located in the Northeast Anatolia region of Türkiye and five commercial varieties using SSR markers. The Twenty-seven SSR markers produced a total of 142 polymorphic bands, ranging from 2 (GATS91 and PVTT001) to 12 (BM153) alleles per marker, with an average number of 5.26 alleles. The gene diversity per marker varied between 0.37 and 0.87 for BM053 and BM153 markers, respectively. When heterozygous individuals are calculated proportional to the population, the heterozygosity ranged from 0.00 to 1.00, with an average of 0.30. The expected heterozygosity of the SSR locus ranged from 0.37 (BM053) to 0.88 (BM153), with an average of 0.69. Nei's gene diversity scored an average of 0.69. The polymorphic information content (PIC) values of SSR markers varied from 0.33 (BM053) to 0.86 (BM153), with an average of 0.63 per locus. The greatest genetic distance (0.83) was between lines 49, 50, 53, and cultivar Karacaşehir-90, while the shortest (0.08) was between lines 6 and 26. In cluster analysis using Nei's genetic distance, 45 common bean genotypes were divided into three groups and very little relationship was found between the genotypes and the geographical distances. In genetic structure analysis, three subgroups were formed, including local landraces and commercial varieties. The result confirmed that the rich diversity existing in Ispir bean landraces could be used as a genetic resource in designing breeding programs and may also contribute to Türkiye bean breeding programs.
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Affiliation(s)
- Güller Özkan
- Department of Biology, Faculty of Science, Ankara University, Ankara 06100, Türkiye
| | - Kamil Haliloğlu
- Department of Field Crops, Faculty of Agriculture, Ataturk University, Erzurum 25240, Türkiye
- Department of Biology, Faculty of Science, Cankiri Karatekin University, Çankırı 18200, Türkiye
| | - Aras Türkoğlu
- Department of Field Crops, Faculty of Agriculture, Necmettin Erbakan University, Konya 42310, Türkiye
| | - Halil Ibrahim Özturk
- Health Services Vocational School, Binali Yıldırım University, Erzincan 24100, Türkiye
| | - Erdal Elkoca
- Vocational High School, Department of Plant and Animal Production, İbrahim Çeçen University, Ağrı 04100, Türkiye
| | - Peter Poczai
- Botany Unit, Finnish Museum of Natural History, University of Helsinki, FI-00014 Helsinki, Finland
- Institute of Advanced Studies Kőszeg (iASK), H-9731 Kőszeg, Hungary
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Misbah S, Low VL, Mohd Rahim NF, Jaba R, Basari N, Ya'cob Z, Abu Bakar S. Mitochondrial Diversity of the Asian Tiger Mosquito Aedes albopictus (Diptera: Culicidae) in Peninsular Malaysia. JOURNAL OF MEDICAL ENTOMOLOGY 2022; 59:865-873. [PMID: 35178576 DOI: 10.1093/jme/tjac014] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Indexed: 06/14/2023]
Abstract
Aedes albopictus is one of the main mosquito vectors responsible for transmitting arboviruses to humans and animals. The ability of this mosquito to support virus transmission has been linked to vector competence, which is partly attributed to the genetic disparities in Ae. albopictus population. At present, little is known about the biologically important traits of Ae. albopictus in Malaysia. Thus, the study aims to determine the genetic variation of Ae. albopictus based on the mitochondria-encoded sequences of cytochrome oxidase subunit I (COI). A statistical parsimony network of 253 taxa aligned as 321 characters of the COI gene revealed 42 haplotypes (H1-H42), of which H1 was the most widespread haplotype in Peninsular Malaysia. Three highly divergent haplotypes (H21, H30, and H31) were detected from the northern population. Overall, haplotype and nucleotide diversities were 0.576 and 0.003, respectively, with low genetic differentiation (FST = 0.039) and high gene flow (Nm = 12.21) across all populations.
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Affiliation(s)
- Suzana Misbah
- Biological Security and Sustainability (BioSES) Research Interest Group, Faculty of Science and Marine Environment, Universiti Malaysia Terengganu, 21030, Kuala Nerus, Terengganu, Malaysia
- Institute of Marine Biotechnology, Universiti Malaysia Terengganu, 21030, Kuala Nerus, Terengganu, Malaysia
| | - Van Lun Low
- Higher Institution Centre of Excellence (HICoE), Tropical Infectious Diseases Research & Education Centre (TIDREC), Universiti Malaya, 50603, Kuala Lumpur, Malaysia
| | - Nurul Farhana Mohd Rahim
- Higher Institution Centre of Excellence (HICoE), Tropical Infectious Diseases Research & Education Centre (TIDREC), Universiti Malaya, 50603, Kuala Lumpur, Malaysia
| | - Rizzuaeammie Jaba
- Biological Security and Sustainability (BioSES) Research Interest Group, Faculty of Science and Marine Environment, Universiti Malaysia Terengganu, 21030, Kuala Nerus, Terengganu, Malaysia
| | - Norasmah Basari
- Biological Security and Sustainability (BioSES) Research Interest Group, Faculty of Science and Marine Environment, Universiti Malaysia Terengganu, 21030, Kuala Nerus, Terengganu, Malaysia
| | - Zubaidah Ya'cob
- Higher Institution Centre of Excellence (HICoE), Tropical Infectious Diseases Research & Education Centre (TIDREC), Universiti Malaya, 50603, Kuala Lumpur, Malaysia
| | - Sazaly Abu Bakar
- Higher Institution Centre of Excellence (HICoE), Tropical Infectious Diseases Research & Education Centre (TIDREC), Universiti Malaya, 50603, Kuala Lumpur, Malaysia
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Cai C, Bucher J, Bakker FT, Bonnema G. Evidence for two domestication lineages supporting a middle-eastern origin for Brassica oleracea crops from diversified kale populations. HORTICULTURE RESEARCH 2022; 9:uhac033. [PMID: 35184188 PMCID: PMC8976692 DOI: 10.1093/hr/uhac033] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 11/24/2021] [Accepted: 12/26/2021] [Indexed: 06/14/2023]
Abstract
Brassica oleracea displays enormous phenotypic variation, including vegetables like cabbage, broccoli, cauliflower, kohlrabi, kales etc. Its domestication has not been clarified, despite several genetic studies and investigations of ancient literature. We used 14 152 high-quality SNP markers for population genetic studies and species-tree estimation (treating morphotypes as "species") using SVD-quartets coalescent-modelling of a collection of 912 globally distributed accessions representing ten morphotypes of B. oleracea, wild B. oleracea accessions and nine related C9 Brassica species. Our genealogical tree provided evidence for two domestication lineages, the "leafy head" lineage (LHL) and the "arrested inflorescence" lineage (AIL). It also showed that kales are polyphyletic with regards to B. oleracea morphotypes, which fits ancient literature describing highly diverse kale types at around 400 BC. The SVD-quartets species tree topology showed that different kale clades are sister to either the LHL or the AIL. Cabbages from the middle-east formed the first-branching cabbage-clade, supporting the hypothesis that cabbage domestication started in the middle-east, which is confirmed by archeological evidence and historic writings. We hypothesize that cabbages and cauliflowers stem from kales introduced from Western Europe to the middle-east, possibly transported with the tin-trade routes in the Bronze age, to be re-introduced later into Europe. Cauliflower is the least diverse morphotype showing strong genetic differentiation with other morphotypes except broccoli, suggesting a strong genetic bottleneck. Genetic diversity reduced from landraces to modern hybrids for almost all morphotypes. This comprehensive Brassica C-group germplasm collection provides valuable genetic resources and a sound basis for B. oleracea breeding.
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Affiliation(s)
- Chengcheng Cai
- Plant Breeding, Wageningen University and Research, Wageningen, The Netherlands
- Graduate School Experimental Plant Sciences, Wageningen University and Research, Wageningen, The Netherlands
| | - Johan Bucher
- Plant Breeding, Wageningen University and Research, Wageningen, The Netherlands
| | - Freek T Bakker
- Biosystematics Group, Wageningen University and Research, Wageningen, The Netherlands
| | - Guusje Bonnema
- Plant Breeding, Wageningen University and Research, Wageningen, The Netherlands
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Chen S, Hayward A, Dey SS, Choudhary M, Witt Hmon KP, Inturrisi FC, Dolatabadian A, Neik TX, Yang H, Siddique KHM, Batley J, Cowling WA. Quantitative Trait Loci for Heat Stress Tolerance in Brassica rapa L. Are Distributed across the Genome and Occur in Diverse Genetic Groups, Flowering Phenologies and Morphotypes. Genes (Basel) 2022; 13:genes13020296. [PMID: 35205341 PMCID: PMC8871826 DOI: 10.3390/genes13020296] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2022] [Revised: 01/26/2022] [Accepted: 01/31/2022] [Indexed: 12/02/2022] Open
Abstract
Heat stress events during flowering in Brassica crops reduce grain yield and are expected to increase in frequency due to global climate change. We evaluated heat stress tolerance and molecular genetic diversity in a global collection of Brassica rapa accessions, including leafy, rooty and oilseed morphotypes with spring, winter and semi-winter flowering phenology. Tolerance to transient daily heat stress during the early reproductive stage was assessed on 142 lines in a controlled environment. Well-watered plants of each genotype were exposed to the control (25/15 °C day/night temperatures) or heat stress (35/25 °C) treatments for 7 d from the first open flower on the main stem. Bud and leaf temperature depression, leaf conductance and chlorophyll content index were recorded during the temperature treatments. A large genetic variation for heat tolerance and sensitivity was found for above-ground biomass, whole plant seed yield and harvest index and seed yield of five pods on the main stem at maturity. Genetic diversity was assessed on 212 lines with 1602 polymorphic SNP markers with a known location in the B. rapa physical map. Phylogenetic analyses confirmed two major genetic populations: one from East and South Asia and one from Europe. Heat stress-tolerant lines were distributed across diverse geographic origins, morphotypes (leafy, rooty and oilseed) and flowering phenologies (spring, winter and semi-winter types). A genome-wide association analysis of heat stress-related yield traits revealed 57 SNPs distributed across all 10 B. rapa chromosomes, some of which were associated with potential candidate genes for heat stress tolerance.
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Affiliation(s)
- Sheng Chen
- The UWA Institute of Agriculture, The University of Western Australia, Perth, WA 6001, Australia; (S.S.D.); (M.C.); (K.P.W.H.); (K.H.M.S.); (J.B.); (W.A.C.)
- School of Agriculture and Environment, The University of Western Australia, Perth, WA 6001, Australia
- Correspondence:
| | - Alice Hayward
- Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, St Lucia, Brisbane, QLD 4072, Australia;
| | - Shyam S. Dey
- The UWA Institute of Agriculture, The University of Western Australia, Perth, WA 6001, Australia; (S.S.D.); (M.C.); (K.P.W.H.); (K.H.M.S.); (J.B.); (W.A.C.)
- Division of Vegetable Science, ICAR-Indian Agricultural Research Institute, New Delhi 110012, India
| | - Mukesh Choudhary
- The UWA Institute of Agriculture, The University of Western Australia, Perth, WA 6001, Australia; (S.S.D.); (M.C.); (K.P.W.H.); (K.H.M.S.); (J.B.); (W.A.C.)
- School of Agriculture and Environment, The University of Western Australia, Perth, WA 6001, Australia
| | - Khaing P. Witt Hmon
- The UWA Institute of Agriculture, The University of Western Australia, Perth, WA 6001, Australia; (S.S.D.); (M.C.); (K.P.W.H.); (K.H.M.S.); (J.B.); (W.A.C.)
| | - Fabian C. Inturrisi
- School of Biological Sciences, The University of Western Australia, Perth, WA 6001, Australia; (F.C.I.); (A.D.); (T.X.N.); (H.Y.)
| | - Aria Dolatabadian
- School of Biological Sciences, The University of Western Australia, Perth, WA 6001, Australia; (F.C.I.); (A.D.); (T.X.N.); (H.Y.)
| | - Ting Xiang Neik
- School of Biological Sciences, The University of Western Australia, Perth, WA 6001, Australia; (F.C.I.); (A.D.); (T.X.N.); (H.Y.)
| | - Hua Yang
- School of Biological Sciences, The University of Western Australia, Perth, WA 6001, Australia; (F.C.I.); (A.D.); (T.X.N.); (H.Y.)
| | - Kadambot H. M. Siddique
- The UWA Institute of Agriculture, The University of Western Australia, Perth, WA 6001, Australia; (S.S.D.); (M.C.); (K.P.W.H.); (K.H.M.S.); (J.B.); (W.A.C.)
- School of Agriculture and Environment, The University of Western Australia, Perth, WA 6001, Australia
| | - Jacqueline Batley
- The UWA Institute of Agriculture, The University of Western Australia, Perth, WA 6001, Australia; (S.S.D.); (M.C.); (K.P.W.H.); (K.H.M.S.); (J.B.); (W.A.C.)
- School of Biological Sciences, The University of Western Australia, Perth, WA 6001, Australia; (F.C.I.); (A.D.); (T.X.N.); (H.Y.)
| | - Wallace A. Cowling
- The UWA Institute of Agriculture, The University of Western Australia, Perth, WA 6001, Australia; (S.S.D.); (M.C.); (K.P.W.H.); (K.H.M.S.); (J.B.); (W.A.C.)
- School of Agriculture and Environment, The University of Western Australia, Perth, WA 6001, Australia
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9
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Hahn C, Howard NP, Albach DC. Different Shades of Kale-Approaches to Analyze Kale Variety Interrelations. Genes (Basel) 2022; 13:genes13020232. [PMID: 35205277 PMCID: PMC8872201 DOI: 10.3390/genes13020232] [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: 12/23/2021] [Revised: 01/20/2022] [Accepted: 01/21/2022] [Indexed: 11/16/2022] Open
Abstract
Brassica oleracea is a vegetable crop with an amazing morphological diversity. Among the various crops derived from B. oleracea, kale has been in the spotlight globally due to its various health-benefitting compounds and many different varieties. Knowledge of the existing genetic diversity is essential for the improved breeding of kale. Here, we analyze the interrelationships, population structures, and genetic diversity of 72 kale and cabbage varieties by extending our previous diversity analysis and evaluating the use of summed potential lengths of shared haplotypes (SPLoSH) as a new method for such analyses. To this end, we made use of the high-density Brassica 60K SNP array, analyzed SNPs included in an available Brassica genetic map, and used these resources to generate and evaluate the information from SPLoSH data. With our results we could consistently differentiate four groups of kale across all analyses: the curly kale varieties, Italian, American, and Russian varieties, as well as wild and cultivated types. The best results were achieved by using SPLoSH information, thus validating the use of this information in improving analyses of interrelations in kale. In conclusion, our definition of kale includes the curly varieties as the kales in a strict sense, regardless of their origin. These results contribute to a better understanding of the huge diversity of kale and its interrelations.
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Affiliation(s)
- Christoph Hahn
- Institute for Biology and Environmental Sciences, Carl von Ossietzky University Oldenburg, 26111 Oldenburg, Germany; (N.P.H.); (D.C.A.)
- Correspondence: ; Tel.: +49-441-798-3343
| | - Nicholas P. Howard
- Institute for Biology and Environmental Sciences, Carl von Ossietzky University Oldenburg, 26111 Oldenburg, Germany; (N.P.H.); (D.C.A.)
- Fresh Forward Breeding & Marketing, 4024 BK Eck en Wiel, The Netherlands
| | - Dirk C. Albach
- Institute for Biology and Environmental Sciences, Carl von Ossietzky University Oldenburg, 26111 Oldenburg, Germany; (N.P.H.); (D.C.A.)
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10
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Caseys C, Shi G, Soltis N, Gwinner R, Corwin J, Atwell S, Kliebenstein DJ. Quantitative interactions: the disease outcome of Botrytis cinerea across the plant kingdom. G3 (BETHESDA, MD.) 2021; 11:jkab175. [PMID: 34003931 PMCID: PMC8496218 DOI: 10.1093/g3journal/jkab175] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Accepted: 04/28/2021] [Indexed: 11/12/2022]
Abstract
Botrytis cinerea is a fungal pathogen that causes necrotic disease on more than a thousand known hosts widely spread across the plant kingdom. How B. cinerea interacts with such extensive host diversity remains largely unknown. To address this question, we generated an infectivity matrix of 98 strains of B. cinerea on 90 genotypes representing eight host plants. This experimental infectivity matrix revealed that the disease outcome is largely explained by variations in either the host resistance or pathogen virulence. However, the specific interactions between host and pathogen account for 16% of the disease outcome. Furthermore, the disease outcomes cluster among genotypes of a species but are independent of the relatedness between hosts. When analyzing the host specificity and virulence of B. cinerea, generalist strains are predominant. In this fungal necrotroph, specialization may happen by a loss in virulence on most hosts rather than an increase of virulence on a specific host. To uncover the genetic architecture of Botrytis host specificity and virulence, a genome-wide association study (GWAS) was performed and revealed up to 1492 genes of interest. The genetic architecture of these traits is widespread across the B. cinerea genome. The complexity of the disease outcome might be explained by hundreds of functionally diverse genes putatively involved in adjusting the infection to diverse hosts.
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Affiliation(s)
- Celine Caseys
- Department of Plant Sciences, University of California, Davis, Davis, CA 95616, USA
| | - Gongjun Shi
- Department of Plant Sciences, University of California, Davis, Davis, CA 95616, USA
- Department of Plant Pathology, North Dakota State University, Fargo, ND 58102, USA
| | - Nicole Soltis
- Department of Plant Sciences, University of California, Davis, Davis, CA 95616, USA
- Plant Biology Graduate Group, University of California, Davis, Davis, CA 95616 USA
| | - Raoni Gwinner
- Department of Plant Sciences, University of California, Davis, Davis, CA 95616, USA
- Embrapa Amazonia Ocidental, Manaus 69010-970, Brazil
| | - Jason Corwin
- Department of Plant Sciences, University of California, Davis, Davis, CA 95616, USA
- Department of Ecology and Evolution Biology, University of Colorado, Boulder, CO 80309-0334, USA
| | - Susanna Atwell
- Department of Plant Sciences, University of California, Davis, Davis, CA 95616, USA
| | - Daniel J Kliebenstein
- Department of Plant Sciences, University of California, Davis, Davis, CA 95616, USA
- DynaMo Center of Excellence, University of Copenhagen, Frederiksberg C DK-1871, Denmark
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11
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McAlvay AC, Ragsdale AP, Mabry ME, Qi X, Bird KA, Velasco P, An H, Pires JC, Emshwiller E. Brassica rapa Domestication: Untangling Wild and Feral Forms and Convergence of Crop Morphotypes. Mol Biol Evol 2021; 38:3358-3372. [PMID: 33930151 PMCID: PMC8321528 DOI: 10.1093/molbev/msab108] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
The study of domestication contributes to our knowledge of evolution and crop genetic resources. Human selection has shaped wild Brassica rapa into diverse turnip, leafy, and oilseed crops. Despite its worldwide economic importance and potential as a model for understanding diversification under domestication, insights into the number of domestication events and initial crop(s) domesticated in B. rapa have been limited due to a lack of clarity about the wild or feral status of conspecific noncrop relatives. To address this gap and reconstruct the domestication history of B. rapa, we analyzed 68,468 genotyping-by-sequencing-derived single nucleotide polymorphisms for 416 samples in the largest diversity panel of domesticated and weedy B. rapa to date. To further understand the center of origin, we modeled the potential range of wild B. rapa during the mid-Holocene. Our analyses of genetic diversity across B. rapa morphotypes suggest that noncrop samples from the Caucasus, Siberia, and Italy may be truly wild, whereas those occurring in the Americas and much of Europe are feral. Clustering, tree-based analyses, and parameterized demographic inference further indicate that turnips were likely the first crop type domesticated, from which leafy types in East Asia and Europe were selected from distinct lineages. These findings clarify the domestication history and nature of wild crop genetic resources for B. rapa, which provides the first step toward investigating cases of possible parallel selection, the domestication and feralization syndrome, and novel germplasm for Brassica crop improvement.
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Affiliation(s)
- Alex C McAlvay
- Institute of Economic Botany, New York Botanical Garden, The Bronx, New York, NY, USA
- Department of Botany, University of Wisconsin-Madison, Madison, WI, USA
| | - Aaron P Ragsdale
- McGill Genome Center and Department of Human Genetics, McGill University, Montreal, Canada; Unit of Advanced Genomics, LANGEBIO, Irapuato, Mexico
| | - Makenzie E Mabry
- Division of Biological Sciences, University of Missouri, Columbia, MO, USA
- Florida Museum of Natural History, Gainesville, FL, USA
| | - Xinshuai Qi
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | - Kevin A Bird
- Ecology, Evolutionary Biology, and Behavior and Department of Horticulture, Michigan State University, East Lansing, MI, USA
| | | | - Hong An
- Division of Biological Sciences, University of Missouri, Columbia, MO, USA
| | - J Chris Pires
- Division of Biological Sciences, University of Missouri, Columbia, MO, USA
| | - Eve Emshwiller
- Department of Botany, University of Wisconsin-Madison, Madison, WI, USA
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12
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Genetic diversity and population structure of the native Western African honeybee (Apis mellifera adansonii Latreille, 1804) in Nigeria based on mitochondrial COI sequences. ZOOL ANZ 2021. [DOI: 10.1016/j.jcz.2021.05.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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13
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Witte F, Ruiz-Orera J, Mattioli CC, Blachut S, Adami E, Schulz JF, Schneider-Lunitz V, Hummel O, Patone G, Mücke MB, Šilhavý J, Heinig M, Bottolo L, Sanchis D, Vingron M, Chekulaeva M, Pravenec M, Hubner N, van Heesch S. A trans locus causes a ribosomopathy in hypertrophic hearts that affects mRNA translation in a protein length-dependent fashion. Genome Biol 2021; 22:191. [PMID: 34183069 PMCID: PMC8240307 DOI: 10.1186/s13059-021-02397-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Accepted: 06/02/2021] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Little is known about the impact of trans-acting genetic variation on the rates with which proteins are synthesized by ribosomes. Here, we investigate the influence of such distant genetic loci on the efficiency of mRNA translation and define their contribution to the development of complex disease phenotypes within a panel of rat recombinant inbred lines. RESULTS We identify several tissue-specific master regulatory hotspots that each control the translation rates of multiple proteins. One of these loci is restricted to hypertrophic hearts, where it drives a translatome-wide and protein length-dependent change in translational efficiency, altering the stoichiometric translation rates of sarcomere proteins. Mechanistic dissection of this locus across multiple congenic lines points to a translation machinery defect, characterized by marked differences in polysome profiles and misregulation of the small nucleolar RNA SNORA48. Strikingly, from yeast to humans, we observe reproducible protein length-dependent shifts in translational efficiency as a conserved hallmark of translation machinery mutants, including those that cause ribosomopathies. Depending on the factor mutated, a pre-existing negative correlation between protein length and translation rates could either be enhanced or reduced, which we propose to result from mRNA-specific imbalances in canonical translation initiation and reinitiation rates. CONCLUSIONS We show that distant genetic control of mRNA translation is abundant in mammalian tissues, exemplified by a single genomic locus that triggers a translation-driven molecular mechanism. Our work illustrates the complexity through which genetic variation can drive phenotypic variability between individuals and thereby contribute to complex disease.
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Affiliation(s)
- Franziska Witte
- Cardiovascular and Metabolic Sciences, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125, Berlin, Germany
- Present Address: NUVISAN ICB GmbH, Lead Discovery-Structrual Biology, 13353, Berlin, Germany
| | - Jorge Ruiz-Orera
- Cardiovascular and Metabolic Sciences, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125, Berlin, Germany
| | - Camilla Ciolli Mattioli
- Berlin Institute for Medical Systems Biology (BIMSB), Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 10115, Berlin, Germany
- Present Address: Department of Biological Regulation, Weizmann Institute of Science, 7610001, Rehovot, Israel
| | - Susanne Blachut
- Cardiovascular and Metabolic Sciences, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125, Berlin, Germany
| | - Eleonora Adami
- Cardiovascular and Metabolic Sciences, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125, Berlin, Germany
- Present Address: Program in Cardiovascular and Metabolic Disorders, Duke-National University of Singapore, Singapore, 169857, Singapore
| | - Jana Felicitas Schulz
- Cardiovascular and Metabolic Sciences, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125, Berlin, Germany
| | - Valentin Schneider-Lunitz
- Cardiovascular and Metabolic Sciences, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125, Berlin, Germany
| | - Oliver Hummel
- Cardiovascular and Metabolic Sciences, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125, Berlin, Germany
| | - Giannino Patone
- Cardiovascular and Metabolic Sciences, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125, Berlin, Germany
| | - Michael Benedikt Mücke
- Cardiovascular and Metabolic Sciences, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125, Berlin, Germany
- DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, 13347, Berlin, Germany
- Charité-Universitätsmedizin, 10117, Berlin, Germany
| | - Jan Šilhavý
- Institute of Physiology of the Czech Academy of Sciences, 4, 142 20, Praha, Czech Republic
| | - Matthias Heinig
- Institute of Computational Biology (ICB), HMGU, Ingolstaedter Landstr. 1, 85764 Neuherberg, Munich, Germany
- Department of Informatics, Technische Universitaet Muenchen (TUM), Boltzmannstr. 3, 85748 Garching, Munich, Germany
| | - Leonardo Bottolo
- Department of Medical Genetics, University of Cambridge, Cambridge, CB2 0QQ, UK
- The Alan Turing Institute, London, NW1 2DB, UK
- MRC Biostatistics Unit, University of Cambridge, Cambridge, CB2 0SR, UK
| | - Daniel Sanchis
- Institut de Recerca Biomedica de Lleida (IRBLLEIDA), Universitat de Lleida, Edifici Biomedicina-I. Av. Rovira Roure, 80, 25198, Lleida, Spain
| | - Martin Vingron
- Department of Computational Molecular Biology, Max Planck Institute for Molecular Genetics, 14195, Berlin, Germany
| | - Marina Chekulaeva
- Berlin Institute for Medical Systems Biology (BIMSB), Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 10115, Berlin, Germany
| | - Michal Pravenec
- Institute of Physiology of the Czech Academy of Sciences, 4, 142 20, Praha, Czech Republic
| | - Norbert Hubner
- Cardiovascular and Metabolic Sciences, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125, Berlin, Germany.
- DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, 13347, Berlin, Germany.
- Charité-Universitätsmedizin, 10117, Berlin, Germany.
| | - Sebastiaan van Heesch
- Cardiovascular and Metabolic Sciences, Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), 13125, Berlin, Germany.
- Present Address: The Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands.
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14
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Stansell Z, Björkman T. From landrace to modern hybrid broccoli: the genomic and morphological domestication syndrome within a diverse B. oleracea collection. HORTICULTURE RESEARCH 2020; 7:159. [PMID: 33082966 PMCID: PMC7528014 DOI: 10.1038/s41438-020-00375-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Revised: 07/12/2020] [Accepted: 08/01/2020] [Indexed: 05/03/2023]
Abstract
Worldwide, broccoli (Brassica oleracea var. italica) is among the most economically important, nutritionally rich, and widely-grown vegetable crops. To explore the genomic basis of the dramatic changes in broccoli morphology in the last century, we evaluated 109 broccoli or broccoli/cauliflower intermediates for 24 horticultural traits. Genotype-by-sequencing markers were used to determine four subpopulations within italica: Calabrese broccoli landraces and hybrids, sprouting broccoli, and violet cauliflower, and to evaluate between and within group relatedness and diversity. While overall horticultural quality and harvest index of improved hybrid broccoli germplasm has increased by year of cultivar release, this improvement has been accompanied by a considerable reduction in allelic diversity when compared to the larger pool of germplasm. Two landraces are the most likely founding source of modern broccoli hybrids, and within these modern hybrids, we identified 13 reduction-in-diversity genomic regions, 53 selective sweeps, and 30 (>1 Mbp) runs of homozygosity. Landrace accessions collected in southern Italy contained 4.8-fold greater unique alleles per accessions compared to modern hybrids and provide a valuable resource in subsequent improvement efforts. This work broadens the understanding of broccoli germplasm, informs conservation efforts, and enables breeding for complex quality traits and regionally adapted cultivars.
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Affiliation(s)
- Zachary Stansell
- Cornell University, School of Integrative Plant Science, Cornell University, Ithaca, NY 14850 USA
- Cornell AgriTech, Cornell University, Geneva, NY 14456 USA
| | - Thomas Björkman
- Cornell University, School of Integrative Plant Science, Cornell University, Ithaca, NY 14850 USA
- Cornell AgriTech, Cornell University, Geneva, NY 14456 USA
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15
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Rahman M, Baten A, Mauleon R, King GJ, Liu L, Barkla BJ. Identification, characterization and epitope mapping of proteins encoded by putative allergenic napin genes from Brassica rapa. Clin Exp Allergy 2020; 50:848-868. [PMID: 32306538 DOI: 10.1111/cea.13612] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2020] [Revised: 03/25/2020] [Accepted: 04/13/2020] [Indexed: 02/06/2023]
Abstract
BACKGROUND Brassica rapeseed crops contain high concentrations of oil in the seed. The remaining meal, following oil extraction, has a high protein content, but is of low value due to the presence of high amounts of napin seed storage proteins. These 2S albumin-like proteins are difficult to digest and have been identified as major allergens in humans. OBJECTIVE To comprehensively characterize the napin gene (NG) family in Brassica rapa and to gain an understanding of the structural basis of allergenicity of the expressed proteins. METHODS To identify candidate napin genes in B rapa, 2S albumin-like napin genes of Arabidopsis thaliana were used as query sequences to search for similarity against the B rapa var. pekinensis Chiifu-401 v2 and the var. trilocularis R-o-18 v1.5 genomes. Multiple sequence alignment (MSA) and epitope modelling was carried out to determine structural and evolutionary relationships of NGs and their potential allergenicity. RESULTS Four candidate napin genes in R-o-18 and ten in Chiifu-401 were identified with high sequence similarity to A thaliana napin genes. Multiple sequence alignment revealed strong conservation among the candidate genes. An epitope survey indicated high conservation of allergenic epitope motifs with known 2S albumin-like allergens. CONCLUSION Napin is thought to be responsible for a high prevalence of food allergies. Characterization of the napin gene family in B rapa will give important insight into the protein structure, and epitope modelling will help to advance studies into allergenicity including the development of precise diagnostic screenings and therapies for this potential food allergy as well as the possible manipulation of napin levels in the seed by gene editing technology.
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Affiliation(s)
- Mahmudur Rahman
- Southern Cross Plant Science, Southern Cross University, Lismore, NSW, Australia
| | - Abdul Baten
- Southern Cross Plant Science, Southern Cross University, Lismore, NSW, Australia.,Grasslands Research Centre, AgResearch Ltd, Palmerston North, New Zealand
| | - Ramil Mauleon
- Southern Cross Plant Science, Southern Cross University, Lismore, NSW, Australia
| | - Graham J King
- Southern Cross Plant Science, Southern Cross University, Lismore, NSW, Australia
| | - Lei Liu
- Southern Cross Plant Science, Southern Cross University, Lismore, NSW, Australia
| | - Bronwyn J Barkla
- Southern Cross Plant Science, Southern Cross University, Lismore, NSW, Australia
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16
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Gols R, Desurmont GA, Harvey JA. Variation in Performance and Resistance to Parasitism of Plutella xylostella Populations. INSECTS 2019; 10:insects10090293. [PMID: 31514415 PMCID: PMC6780392 DOI: 10.3390/insects10090293] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Revised: 08/29/2019] [Accepted: 08/30/2019] [Indexed: 11/16/2022]
Abstract
Two major ecological factors determine the fitness of an insect herbivore: the ability to overcome plant resistance strategies (bottom-up effects) and the ability to avoid or resist attack by natural enemies such as predators and parasitoids (top-down effects). In response to differences in selection pressure, variation may exist in host-plant adaptation and immunity against parasitism among populations of an insect herbivore. We investigated the variation in larval performance of six different Plutella xylostella populations originating from four continents when feeding on a native Dutch plant species, Brassica rapa. One of the used populations has successfully switched its host plant, and is now adapted to pea. In addition, we determined the resistance to attack by the endoparasitoid Diadegma semiclausum originating from the Netherlands (where it is also native) and measured parasitoid performance as a proxy for host resistance against parasitism. Pupal mortality, immature development times, and adult biomass of P. xylostella differed significantly across populations when feeding on the same host plant species. In addition, parasitism success differed in terms of parasitoid adult emergence and their biomass, but not their development times. Variation among natural populations of insects should be considered more when studying interactions between plants and insects up the food chain.
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Affiliation(s)
- Rieta Gols
- Laboratory of Entomology, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands.
| | - Gaylord A Desurmont
- EBCL USDA ARS, 810 Avenue du Campus Agropolis, 34980 Montferrier-sur-Lez, France.
| | - Jeffrey A Harvey
- Department of Terrestrial Ecology, Netherlands Institute of Ecology, Droevendaalsesteeg 10, 6708 PB Wageningen, The Netherlands.
- Department of Ecological Science, Section Animal Ecology, VU University Amsterdam, De Boelelaan 1085, 1081 HV Amsterdam, The Netherlands.
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17
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Luo Z, Brock J, Dyer JM, Kutchan T, Schachtman D, Augustin M, Ge Y, Fahlgren N, Abdel-Haleem H. Genetic Diversity and Population Structure of a Camelina sativa Spring Panel. FRONTIERS IN PLANT SCIENCE 2019; 10:184. [PMID: 30842785 PMCID: PMC6391347 DOI: 10.3389/fpls.2019.00184] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2018] [Accepted: 02/05/2019] [Indexed: 05/20/2023]
Abstract
There is a need to explore renewable alternatives (e.g., biofuels) that can produce energy sources to help reduce the reliance on fossil oils. In addition, the consumption of fossil oils adversely affects the environment and human health via the generation of waste water, greenhouse gases, and waste solids. Camelina sativa, originated from southeastern Europe and southwestern Asia, is being re-embraced as an industrial oilseed crop due to its high seed oil content (36-47%) and high unsaturated fatty acid composition (>90%), which are suitable for jet fuel, biodiesel, high-value lubricants and animal feed. C. sativa's agronomic advantages include short time to maturation, low water and nutrient requirements, adaptability to adverse environmental conditions and resistance to common pests and pathogens. These characteristics make it an ideal crop for sustainable agricultural systems and regions of marginal land. However, the lack of genetic and genomic resources has slowed the enhancement of this emerging oilseed crop and exploration of its full agronomic and breeding potential. Here, a core of 213 spring C. sativa accessions was collected and genotyped. The genotypic data was used to characterize genetic diversity and population structure to infer how natural selection and plant breeding may have affected the formation and differentiation within the C. sativa natural populations, and how the genetic diversity of this species can be used in future breeding efforts. A total of 6,192 high-quality single nucleotide polymorphisms (SNPs) were identified using genotyping-by-sequencing (GBS) technology. The average polymorphism information content (PIC) value of 0.29 indicate moderate genetic diversity for the C. sativa spring panel evaluated in this report. Population structure and principal coordinates analyses (PCoA) based on SNPs revealed two distinct subpopulations. Sub-population 1 (POP1) contains accessions that mainly originated from Germany while the majority of POP2 accessions (>75%) were collected from Eastern Europe. Analysis of molecular variance (AMOVA) identified 4% variance among and 96% variance within subpopulations, indicating a high gene exchange (or low genetic differentiation) between the two subpopulations. These findings provide important information for future allele/gene identification using genome-wide association studies (GWAS) and marker-assisted selection (MAS) to enhance genetic gain in C. sativa breeding programs.
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Affiliation(s)
- Zinan Luo
- U.S. Arid Land Agricultural Research Center, Agricultural Research Service, United States Department of Agriculture, Maricopa, AZ, United States
- *Correspondence: Zinan Luo, Hussein Abdel-Haleem,
| | - Jordan Brock
- Department of Biology, Washington University in St. Louis, St. Louis, MO, United States
| | - John M. Dyer
- U.S. Arid Land Agricultural Research Center, Agricultural Research Service, United States Department of Agriculture, Maricopa, AZ, United States
| | - Toni Kutchan
- Donald Danforth Plant Science Center, St. Louis, MO, United States
| | - Daniel Schachtman
- Department of Agronomy and Horticulture, University of Nebraska, Lincoln, NE, United States
| | - Megan Augustin
- Donald Danforth Plant Science Center, St. Louis, MO, United States
| | - Yufeng Ge
- Department of Biological and Agricultural Engineering, University of Nebraska, Lincoln, NE, United States
| | - Noah Fahlgren
- Donald Danforth Plant Science Center, St. Louis, MO, United States
| | - Hussein Abdel-Haleem
- U.S. Arid Land Agricultural Research Center, Agricultural Research Service, United States Department of Agriculture, Maricopa, AZ, United States
- *Correspondence: Zinan Luo, Hussein Abdel-Haleem,
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18
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Sun X, Luo S, Luo L, Wang X, Chen X, Lu Y, Shen S, Zhao J, Bonnema G. Genetic Analysis of Chinese Cabbage Reveals Correlation Between Rosette Leaf and Leafy Head Variation. FRONTIERS IN PLANT SCIENCE 2018; 9:1455. [PMID: 30337935 PMCID: PMC6180146 DOI: 10.3389/fpls.2018.01455] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Accepted: 09/12/2018] [Indexed: 05/24/2023]
Abstract
To understand the genetic regulation of the domestication trait leafy-head formation of Chinese cabbages, we exploit the diversity within Brassica rapa. To improve our understanding of the relationship between variation in rosette-leaves and leafy heads, we phenotyped a diversity set of 152 Chinese cabbages. This showed correlation between rosette-leaf traits and both head traits and heading capacity. Interestingly, the leaf number of the mature head is not correlated to heading degree nor head shape. We then chose a non-heading pak choi genotype to cross to a Chinese cabbage to generate populations segregating for the leafy head traits. Both a large F2 (485 plants) and a smaller Doubled Haploid (88 lines) mapping population were generated. A high density DH-88 genetic map using the Brassica SNP array and an F2 map with a subset of these SNPs and InDel markers was used for quantitative trait locus (QTL) analysis. Thirty-one quantitative trait loci (QTLs) were identified for phenotypes of rosette-leaves in time and both heading degree and several heading traits. On chromosome A06 in both DH-88 and F2-485 QTLs for rosette leaf length and petiole length at different developmental days and an F2 QTL for head height co-located. Variation in head height, width and weight all correlate with variation in heading degree with co-locating QTLs, respectively, on chromosome A03, A05, and A08 in F2-485. The correlation between rosette-leaf and heading traits provides not only insight in the leaf requirements to form a head, but also can be used for selection by Chinese cabbage breeders.
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Affiliation(s)
- XiaoXue Sun
- Key Laboratory of Vegetable Germplasm Innovation and Utilization of Hebei, Collaborative Innovation Center of Vegetable Industry in Hebei, Department of Horticulture, Hebei Agricultural University, Baoding, China
- Plant Breeding, Wageningen University & Research, Wageningen, Netherlands
| | - Shuangxia Luo
- Key Laboratory of Vegetable Germplasm Innovation and Utilization of Hebei, Collaborative Innovation Center of Vegetable Industry in Hebei, Department of Horticulture, Hebei Agricultural University, Baoding, China
| | - Lei Luo
- Key Laboratory of Vegetable Germplasm Innovation and Utilization of Hebei, Collaborative Innovation Center of Vegetable Industry in Hebei, Department of Horticulture, Hebei Agricultural University, Baoding, China
| | - Xing Wang
- Key Laboratory of Vegetable Germplasm Innovation and Utilization of Hebei, Collaborative Innovation Center of Vegetable Industry in Hebei, Department of Horticulture, Hebei Agricultural University, Baoding, China
| | - Xueping Chen
- Key Laboratory of Vegetable Germplasm Innovation and Utilization of Hebei, Collaborative Innovation Center of Vegetable Industry in Hebei, Department of Horticulture, Hebei Agricultural University, Baoding, China
| | - Yin Lu
- Key Laboratory of Vegetable Germplasm Innovation and Utilization of Hebei, Collaborative Innovation Center of Vegetable Industry in Hebei, Department of Horticulture, Hebei Agricultural University, Baoding, China
| | - Shuxing Shen
- Key Laboratory of Vegetable Germplasm Innovation and Utilization of Hebei, Collaborative Innovation Center of Vegetable Industry in Hebei, Department of Horticulture, Hebei Agricultural University, Baoding, China
| | - Jianjun Zhao
- Key Laboratory of Vegetable Germplasm Innovation and Utilization of Hebei, Collaborative Innovation Center of Vegetable Industry in Hebei, Department of Horticulture, Hebei Agricultural University, Baoding, China
| | - Guusje Bonnema
- Key Laboratory of Vegetable Germplasm Innovation and Utilization of Hebei, Collaborative Innovation Center of Vegetable Industry in Hebei, Department of Horticulture, Hebei Agricultural University, Baoding, China
- Plant Breeding, Wageningen University & Research, Wageningen, Netherlands
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Klopsch R, Witzel K, Artemyeva A, Ruppel S, Hanschen FS. Genotypic Variation of Glucosinolates and Their Breakdown Products in Leaves of Brassica rapa. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2018; 66:5481-5490. [PMID: 29746112 DOI: 10.1021/acs.jafc.8b01038] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
An in-depth glucosinolate (GLS) profiling was performed on a core collection of 91 Brassica rapa accessions, representing diverse morphotypes of heterogeneous geographical origin, to better understand the natural variation in GLS accumulation and GLS breakdown product formation. Leaves of the 91 B. rapa accessions were analyzed for their GLS composition by UHPLC-DAD and the corresponding breakdown products by GC-MS. Fifteen different GLSs were identified, and aliphatic GLSs prevailed regarding diversity and concentration. Twenty-three GLS breakdown products were identified, among them nine isothiocyanates, ten nitriles, and four epithionitriles. Epithionitriles were the prevailing breakdown products due to the high abundance of alkenyl GLSs. The large scale data set allowed the identification of correlations in abundance of specific GLSs or of GLS breakdown products. Discriminant function analysis identified subspecies with high levels of similarity in the acquired metabolite profiles. In general, the five main subspecies grouped significantly in terms of their GLS profiles.
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Affiliation(s)
- Rebecca Klopsch
- Leibniz Institute of Vegetable and Ornamental Crops, Theodor-Echtermeyer-Weg 1 , 14979 Großbeeren , Germany
| | - Katja Witzel
- Leibniz Institute of Vegetable and Ornamental Crops, Theodor-Echtermeyer-Weg 1 , 14979 Großbeeren , Germany
| | - Anna Artemyeva
- N.I.Vavilov Institute of Plant Genetic Resources, Bolshaya Morskaya Street 42-44 , 190000 St. Petersburg , Russia
- Agrophysical Research Institute, Grazhdanskiy prospect 14 , 195220 St. Petersburg , Russia
| | - Silke Ruppel
- Leibniz Institute of Vegetable and Ornamental Crops, Theodor-Echtermeyer-Weg 1 , 14979 Großbeeren , Germany
| | - Franziska S Hanschen
- Leibniz Institute of Vegetable and Ornamental Crops, Theodor-Echtermeyer-Weg 1 , 14979 Großbeeren , Germany
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Fan ZQ, Tan XL, Shan W, Kuang JF, Lu WJ, Chen JY. BrWRKY65, a WRKY Transcription Factor, Is Involved in Regulating Three Leaf Senescence-Associated Genes in Chinese Flowering Cabbage. Int J Mol Sci 2017; 18:ijms18061228. [PMID: 28594365 PMCID: PMC5486051 DOI: 10.3390/ijms18061228] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2017] [Revised: 05/29/2017] [Accepted: 06/05/2017] [Indexed: 11/23/2022] Open
Abstract
Plant-specific WRKY transcription factors (TFs) have been implicated to function as regulators of leaf senescence, but their association with postharvest leaf senescence of economically important leafy vegetables, is poorly understood. In this work, the characterization of a Group IIe WRKY TF, BrWRKY65, from Chinese flowering cabbage (Brassica rapa var. parachinensis) is reported. The expression of BrWRKY65 was up-regulated following leaf chlorophyll degradation and yellowing during postharvest senescence. Subcellular localization and transcriptional activation assays showed that BrWRKY65 was localized in the nucleus and exhibited trans-activation ability. Further electrophoretic mobility shift assay (EMSA) and transient expression analysis clearly revealed that BrWRKY65 directly bound to the W-box motifs in the promoters of three senescence-associated genes (SAGs) such as BrNYC1 and BrSGR1 associated with chlorophyll degradation, and BrDIN1, and subsequently activated their expressions. These findings demonstrate that BrWRKY65 may be positively associated with postharvest leaf senescence, at least partially, by the direct activation of SAGs. Taken together, these findings provide new insights into the transcriptional regulatory mechanism of postharvest leaf senescence in Chinese flowering cabbage.
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Affiliation(s)
- Zhong-Qi Fan
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources/Guangdong Provincial Key Laboratory of Postharvest Science of Fruits and Vegetables/Key Laboratory of Biology and Genetic Improvement of Horticultural Crops-South China, Ministry of Agriculture, College of Horticulture, South China Agricultural University, Guangzhou 510642, China.
| | - Xiao-Li Tan
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources/Guangdong Provincial Key Laboratory of Postharvest Science of Fruits and Vegetables/Key Laboratory of Biology and Genetic Improvement of Horticultural Crops-South China, Ministry of Agriculture, College of Horticulture, South China Agricultural University, Guangzhou 510642, China.
| | - Wei Shan
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources/Guangdong Provincial Key Laboratory of Postharvest Science of Fruits and Vegetables/Key Laboratory of Biology and Genetic Improvement of Horticultural Crops-South China, Ministry of Agriculture, College of Horticulture, South China Agricultural University, Guangzhou 510642, China.
| | - Jian-Fei Kuang
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources/Guangdong Provincial Key Laboratory of Postharvest Science of Fruits and Vegetables/Key Laboratory of Biology and Genetic Improvement of Horticultural Crops-South China, Ministry of Agriculture, College of Horticulture, South China Agricultural University, Guangzhou 510642, China.
| | - Wang-Jin Lu
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources/Guangdong Provincial Key Laboratory of Postharvest Science of Fruits and Vegetables/Key Laboratory of Biology and Genetic Improvement of Horticultural Crops-South China, Ministry of Agriculture, College of Horticulture, South China Agricultural University, Guangzhou 510642, China.
| | - Jian-Ye Chen
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources/Guangdong Provincial Key Laboratory of Postharvest Science of Fruits and Vegetables/Key Laboratory of Biology and Genetic Improvement of Horticultural Crops-South China, Ministry of Agriculture, College of Horticulture, South China Agricultural University, Guangzhou 510642, China.
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