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Dubs NM, Davis BR, de Brito V, Colebrook KC, Tiefel IJ, Nakayama MB, Huang R, Ledvina AE, Hack SJ, Inkelaar B, Martins TR, Aartila SM, Albritton KS, Almuhanna S, Arnoldi RJ, Austin CK, Battle AC, Begeman GR, Bickings CM, Bradfield JT, Branch EC, Conti EP, Cooley B, Dotson NM, Evans CJ, Fries AS, Gilbert IG, Hillier WD, Huang P, Hyde KW, Jevtovic F, Johnson MC, Keeler JL, Lam A, Leach KM, Livsey JD, Lo JT, Loney KR, Martin NW, Mazahem AS, Mokris AN, Nichols DM, Ojha R, Okorafor NN, Paris JR, Reboucas TF, Sant'Anna PB, Seitz MR, Seymour NR, Slaski LK, Stemaly SO, Ulrich BR, Van Meter EN, Young ML, Barkman TJ. A collaborative classroom investigation of the evolution of SABATH methyltransferase substrate preference shifts over 120 million years of flowering plant history. Mol Biol Evol 2022; 39:6503504. [PMID: 35021222 PMCID: PMC8890502 DOI: 10.1093/molbev/msac007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022] Open
Abstract
Next-generation sequencing has resulted in an explosion of available data, much of which remains unstudied in terms of biochemical function; yet, experimental characterization of these sequences has the potential to provide unprecedented insight into the evolution of enzyme activity. One way to make inroads into the experimental study of the voluminous data available is to engage students by integrating teaching and research in a college classroom such that eventually hundreds or thousands of enzymes may be characterized. In this study, we capitalize on this potential to focus on SABATH methyltransferase enzymes that have been shown to methylate the important plant hormone, salicylic acid (SA), to form methyl salicylate. We analyze data from 76 enzymes of flowering plant species in 23 orders and 41 families to investigate how widely conserved substrate preference is for SA methyltransferase orthologs. We find a high degree of conservation of substrate preference for SA over the structurally similar metabolite, benzoic acid, with recent switches that appear to be associated with gene duplication and at least three cases of functional compensation by paralogous enzymes. The presence of Met in active site position 150 is a useful predictor of SA methylation preference in SABATH methyltransferases but enzymes with other residues in the homologous position show the same substrate preference. Although our dense and systematic sampling of SABATH enzymes across angiosperms has revealed novel insights, this is merely the “tip of the iceberg” since thousands of sequences remain uncharacterized in this enzyme family alone.
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Affiliation(s)
- Nicole M Dubs
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Breck R Davis
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Victor de Brito
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Kate C Colebrook
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Ian J Tiefel
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Madison B Nakayama
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Ruiqi Huang
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Audrey E Ledvina
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Samantha J Hack
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Brent Inkelaar
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Talline R Martins
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Sarah M Aartila
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Kelli S Albritton
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Sarah Almuhanna
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Ryan J Arnoldi
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Clara K Austin
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Amber C Battle
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Gregory R Begeman
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Caitlin M Bickings
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Jonathon T Bradfield
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Eric C Branch
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Eric P Conti
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Breana Cooley
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Nicole M Dotson
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Cheyone J Evans
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Amber S Fries
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Ivan G Gilbert
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Weston D Hillier
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Pornkamol Huang
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Kaitlin W Hyde
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Filip Jevtovic
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Mark C Johnson
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Julie L Keeler
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Albert Lam
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Kyle M Leach
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Jeremy D Livsey
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Jonathan T Lo
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Kevin R Loney
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Nich W Martin
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Amber S Mazahem
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Aurora N Mokris
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Destiny M Nichols
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Ruchi Ojha
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Nnanna N Okorafor
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Joshua R Paris
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | | | | | - Mathew R Seitz
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Nathan R Seymour
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Lila K Slaski
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Stephen O Stemaly
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Benjamin R Ulrich
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Emile N Van Meter
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Meghan L Young
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Todd J Barkman
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
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Vertical Inheritance Facilitates Interspecies Diversification in Biosynthetic Gene Clusters and Specialized Metabolites. mBio 2021; 12:e0270021. [PMID: 34809466 PMCID: PMC8609351 DOI: 10.1128/mbio.02700-21] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
While specialized metabolites are thought to mediate ecological interactions, the evolutionary processes driving chemical diversification, particularly among closely related lineages, remain poorly understood. Here, we examine the evolutionary dynamics governing the distribution of natural product biosynthetic gene clusters (BGCs) among 118 strains representing all nine currently named species of the marine actinobacterial genus Salinispora. While much attention has been given to the role of horizontal gene transfer (HGT) in structuring BGC distributions, we find that vertical descent facilitates interspecies BGC diversification over evolutionary timescales. Moreover, we identified a distinct phylogenetic signal among Salinispora species at both the BGC and metabolite level, indicating that specialized metabolism represents a conserved phylogenetic trait. Using a combination of genomic analyses and liquid chromatography–high-resolution tandem mass spectrometry (LC-MS/MS) targeting nine experimentally characterized BGCs and their small molecule products, we identified gene gain/loss events, constrained interspecies recombination, and other evolutionary processes associated with vertical inheritance as major contributors to BGC diversification. These evolutionary dynamics had direct consequences for the compounds produced, as exemplified by species-level differences in salinosporamide production. Together, our results support the concept that specialized metabolites, and their cognate BGCs, can represent phylogenetically conserved functional traits with chemical diversification proceeding in species-specific patterns over evolutionary time frames.
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104
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Characterization of Two BAHD Acetyltransferases Highly Expressed in the Flowers of Jasminum sambac (L.) Aiton. PLANTS 2021; 11:plants11010013. [PMID: 35009018 PMCID: PMC8747370 DOI: 10.3390/plants11010013] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 12/08/2021] [Accepted: 12/20/2021] [Indexed: 11/25/2022]
Abstract
Volatile benzenoid compounds are found in diverse aromatic bouquets emitted by most moth-pollinated flowers. The night-blooming Jasminum sambac is widely cultivated worldwide in the tropics and subtropics for ornamental and industrial purposes owing to its fragrant flowers. Benzylacetate is a characteristic constituent in jasmine scent which makes up to approximately 20–30% of the total emission in the headspace or extract, but the biosynthesis enzymes and the encoding genes have not yet been described. Here, we identify two cytosolic BAHD acyltransferases specifically expressed in the petals with a positive correlation closely to the emission pattern of the volatile benzenoids. Both JsBEAT1 and JsBEAT2 could use benzylalcohol and acetate-CoA as substrates to make benzylacetate in vitro. The recombinant GST-JsBEAT1 has an estimated apparent Km of 447.3 μM for benzylalcohol and 546.0 μM for acetate-CoA, whereas in the instance of the His-JsBEAT2, the Km values are marginally lower, being 278.7 and 317.3 μM, respectively. However, the catalytic reactions by the GST-JsBEAT1 are more efficient than that by the His-JsBEAT2, based on the steady-state kcat parameters. Furthermore, ectopic expression of JsBEAT1 and JsBEAT2 in the transgenic P. hybrida plants, driven by a flower-specific promotor, significantly enhances the biosynthesis of benzylbenzoate and benzylacetate, as well as the total VOCs.
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105
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Jibrin MO, Liu Q, Guingab-Cagmat J, Jones JB, Garrett TJ, Zhang S. Metabolomics Insights into Chemical Convergence in Xanthomonas perforans and Metabolic Changes Following Treatment with the Small Molecule Carvacrol. Metabolites 2021; 11:879. [PMID: 34940636 PMCID: PMC8706651 DOI: 10.3390/metabo11120879] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Revised: 12/12/2021] [Accepted: 12/13/2021] [Indexed: 01/20/2023] Open
Abstract
Microbes are natural chemical factories and their metabolome comprise diverse arrays of chemicals. The genus Xanthomonas comprises some of the most important plant pathogens causing devastating yield losses globally and previous studies suggested that species in the genus are untapped chemical minefields. In this study, we applied an untargeted metabolomics approach to study the metabolome of a globally spread important xanthomonad, X. perforans. The pathogen is difficult to manage, but recent studies suggest that the small molecule carvacrol was efficient in disease control. Bacterial strains were treated with carvacrol, and samples were taken at time intervals (1 and 6 h). An untreated control was also included. There were five replicates for each sample and samples were prepared for metabolomics profiling using the standard procedure. Metabolomics profiling was carried out using a thermo Q-Exactive orbitrap mass spectrometer with Dionex ultra high-performance liquid chromatography (UHPLC) and an autosampler. Annotation of significant metabolites using the Metabolomics Standards Initiative level 2 identified an array of novel metabolites that were previously not reported in Xanthomonas perforans. These metabolites include methoxybrassinin and cyclobrassinone, which are known metabolites of brassicas; sarmentosin, a metabolite of the Passiflora-heliconiine butterfly system; and monatin, a naturally occurring sweetener found in Sclerochiton ilicifolius. To our knowledge, this is the first report of these metabolites in a microbial system. Other significant metabolites previously identified in non-Xanthomonas systems but reported in this study include maculosin; piperidine; β-carboline alkaloids, such as harman and derivatives; and several important medically relevant metabolites, such as valsartan, metharbital, pirbuterol, and ozagrel. This finding is consistent with convergent evolution found in reported biological systems. Analyses of the effect of carvacrol in time-series and associated pathways suggest that carvacrol has a global effect on the metabolome of X. perforans, showing marked changes in metabolites that are critical in energy biosynthesis and degradation pathways, amino acid pathways, nucleic acid pathways, as well as the newly identified metabolites whose pathways are unknown. This study provides the first insight into the X. perforans metabolome and additionally lays a metabolomics-guided foundation for characterization of novel metabolites and pathways in xanthomonad systems.
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Affiliation(s)
- Mustafa Ojonuba Jibrin
- Tropical Research and Education Center, IFAS, University of Florida, Homestead, FL 33031, USA; (M.O.J.); (Q.L.)
- Department of Crop Protection, Ahmadu Bello University, Zaria 810103, Nigeria
| | - Qingchun Liu
- Tropical Research and Education Center, IFAS, University of Florida, Homestead, FL 33031, USA; (M.O.J.); (Q.L.)
| | - Joy Guingab-Cagmat
- Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL 32610, USA; (J.G.-C.); (T.J.G.)
| | - Jeffrey B. Jones
- Plant Pathology Department, University of Florida, Gainesville, FL 32611, USA;
| | - Timothy J. Garrett
- Department of Pathology, Immunology, and Laboratory Medicine, University of Florida, Gainesville, FL 32610, USA; (J.G.-C.); (T.J.G.)
| | - Shouan Zhang
- Tropical Research and Education Center, IFAS, University of Florida, Homestead, FL 33031, USA; (M.O.J.); (Q.L.)
- Plant Pathology Department, University of Florida, Gainesville, FL 32611, USA;
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Durán-Medina Y, Ruiz-Cortés BE, Guerrero-Largo H, Marsch-Martínez N. Specialized metabolism and development: An unexpected friendship. CURRENT OPINION IN PLANT BIOLOGY 2021; 64:102142. [PMID: 34856480 DOI: 10.1016/j.pbi.2021.102142] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Revised: 10/12/2021] [Accepted: 10/19/2021] [Indexed: 06/13/2023]
Abstract
Plants produce a myriad of metabolites. Some of them have been regarded for a long time as secondary or specialized metabolites and are considered to have functions mostly in defense and the adaptation of plants to their environment. However, in the last years, new research has shown that these metabolites can also have roles in the regulation of plant growth and development, some acting as signals, through the interaction with hormonal pathways, and some independently of them. These reports provide a glimpse of the functional possibilities that specialized metabolites present in the modulation of plant development and encourage more research in this direction.
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Affiliation(s)
- Yolanda Durán-Medina
- Biotecnology and Biochemistry Department, Centre for Research and Advanced Studies (CINVESTAV-IPN) Irapuato Unit, Mexico
| | - Beatriz Esperanza Ruiz-Cortés
- Biotecnology and Biochemistry Department, Centre for Research and Advanced Studies (CINVESTAV-IPN) Irapuato Unit, Mexico
| | - Herenia Guerrero-Largo
- Biotecnology and Biochemistry Department, Centre for Research and Advanced Studies (CINVESTAV-IPN) Irapuato Unit, Mexico
| | - Nayelli Marsch-Martínez
- Biotecnology and Biochemistry Department, Centre for Research and Advanced Studies (CINVESTAV-IPN) Irapuato Unit, Mexico.
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107
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Ishihara A. Defense mechanisms involving secondary metabolism in the grass family. JOURNAL OF PESTICIDE SCIENCE 2021; 46:382-392. [PMID: 34908899 PMCID: PMC8640679 DOI: 10.1584/jpestics.j21-05] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 08/10/2021] [Indexed: 05/13/2023]
Abstract
Plants synthesize and accumulate a wide variety of compounds called secondary metabolites. Secondary metabolites serve as chemical barriers to protect plants from pathogens and herbivores. Antimicrobial secondary metabolites are accumulated to prevent pathogen infection. These metabolites are classified into phytoalexins (induced in response to pathogen attack) and phytoanticipins (present prior to pathogen infection). The antimicrobial compounds in the grass family (Poaceae) were studied from the viewpoint of evolution. The studies were performed at three hierarchies, families, genera, and species and include the following: 1) the distribution of benzoxazinoids (Bxs) in the grass family, 2) evolutionary replacement of phytoanticipins from Bxs to hydroxycinnamic acid amide dimers in the genus Hordeum, and 3) chemodiversity of flavonoid and diterpenoid phytoalexins in rice. These studies demonstrated dynamic changes in secondary metabolism during evolution, indicating the adaptation of plants to their environment by repeating scrap-and-build cycles.
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Affiliation(s)
- Atsushi Ishihara
- Department of Agricultural, Life and Environmental Sciences, Faculty of Agriculture, Tottori University, Tottori 680–8553, Japan
- To whom correspondence should be addressed. E-mail:
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Transcriptome and Metabolome Analyses Provide Insights into the Stomium Degeneration Mechanism in Lily. Int J Mol Sci 2021; 22:ijms222212124. [PMID: 34830002 PMCID: PMC8619306 DOI: 10.3390/ijms222212124] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2021] [Revised: 11/03/2021] [Accepted: 11/04/2021] [Indexed: 11/18/2022] Open
Abstract
Lily (Lilium spp.) is a widely cultivated horticultural crop that has high ornamental and commercial value but also the serious problem of pollen pollution. However, mechanisms of anther dehiscence in lily remain largely unknown. In this study, the morphological characteristics of the stomium zone (SZ) from different developmental stages of ‘Siberia’ lily anthers were investigated. In addition, transcriptomic and metabolomic data were analyzed to identify the differentially expressed genes (DEGs) and secondary metabolites involved in stomium degeneration. According to morphological observations, SZ lysis occurred when flower buds were 6–8 cm in length and was completed in 9 cm. Transcriptomic analysis identified the genes involved in SZ degeneration, including those associated with hormone signal transduction, cell structure, reactive oxygen species (ROS), and transcription factors. A weighted co-expression network showed strong correlations between transcription factors. In addition, TUNEL (TdT-mediated dUTP nick-end labeling) assays showed that programmed cell death was important during anther SZ degeneration. Jasmonates might also have key roles in anther dehiscence by affecting the expression of the genes involved in pectin lysis, water transport, and cysteine protease. Collectively, the results of this study improve our understanding of anther dehiscence in lily and provide a data platform from which the molecular mechanisms of SZ degeneration can be revealed.
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109
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Olsen KM, Goad DM, Wright SJ, Dutta ML, Myers SR, Small LL, Li LF. Dual-species origin of an adaptive chemical defense polymorphism. THE NEW PHYTOLOGIST 2021; 232:1477-1487. [PMID: 34320221 DOI: 10.1111/nph.17654] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Accepted: 07/22/2021] [Indexed: 06/13/2023]
Abstract
Allopolyploid speciation and chemical defense diversification are two of the most characteristic features of plant evolution; although the former has likely shaped the latter, this has rarely been documented. Here we document allopolyploidy-mediated chemical defense evolution in the origin of cyanogenesis (HCN release upon tissue damage) in white clover (Trifolium repens). We combined linkage mapping of the loci that control cyanogenesis (Ac, controlling production of cyanogenic glucosides; and Li, controlling production of their hydrolyzing enzyme linamarase) with genome sequence comparisons between white clover, a recently evolved allotetraploid, and its diploid progenitors (Trifolium pallescens, Trifolium occidentale). The Ac locus (a three-gene cluster comprising the cyanogenic glucoside pathway) is derived from T. occidentale; it maps to linkage group 2O (occidentale subgenome) and is orthologous to a highly similar cluster in the T. occidentale reference genome. By contrast, Li maps to linkage group 4P (pallescens subgenome), indicating an origin in the other progenitor species. These results indicate that cyanogenesis evolved in white clover as a product of the interspecific hybridization that created the species. This allopolyploidization-derived chemical defense, together with subsequent selection on intraspecific cyanogenesis variation, appears to have contributed to white clover's ecological success as a globally distributed weed species.
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Affiliation(s)
- Kenneth M Olsen
- Department of Biology, Washington University in St. Louis, 1 Brookings Dr., St Louis, MO, 63130, USA
| | - David M Goad
- Department of Biology, Washington University in St. Louis, 1 Brookings Dr., St Louis, MO, 63130, USA
| | - Sara J Wright
- Department of Biology, Washington University in St. Louis, 1 Brookings Dr., St Louis, MO, 63130, USA
- Biological Sciences Department, Rowan University, Glassboro, NJ, 08028, USA
| | - Maya L Dutta
- Department of Biology, Washington University in St. Louis, 1 Brookings Dr., St Louis, MO, 63130, USA
| | - Samantha R Myers
- Department of Biology, Washington University in St. Louis, 1 Brookings Dr., St Louis, MO, 63130, USA
| | - Linda L Small
- Department of Biology, Washington University in St. Louis, 1 Brookings Dr., St Louis, MO, 63130, USA
| | - Lin-Feng Li
- Ministry of Education Key Laboratory for Biodiversity Science and Ecological Engineering, School of Life Sciences, Fudan University, Shanghai, 200438, China
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Tsugawa H, Rai A, Saito K, Nakabayashi R. Metabolomics and complementary techniques to investigate the plant phytochemical cosmos. Nat Prod Rep 2021; 38:1729-1759. [PMID: 34668509 DOI: 10.1039/d1np00014d] [Citation(s) in RCA: 47] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Covering: up to 2021Plants and their associated microbial communities are known to produce millions of metabolites, a majority of which are still not characterized and are speculated to possess novel bioactive properties. In addition to their role in plant physiology, these metabolites are also relevant as existing and next-generation medicine candidates. Elucidation of the plant metabolite diversity is thus valuable for the successful exploitation of natural resources for humankind. Herein, we present a comprehensive review on recent metabolomics approaches to illuminate molecular networks in plants, including chemical isolation and enzymatic production as well as the modern metabolomics approaches such as stable isotope labeling, ultrahigh-resolution mass spectrometry, metabolome imaging (spatial metabolomics), single-cell analysis, cheminformatics, and computational mass spectrometry. Mass spectrometry-based strategies to characterize plant metabolomes through metabolite identification and annotation are described in detail. We also highlight the use of phytochemical genomics to mine genes associated with specialized metabolites' biosynthesis. Understanding the metabolic diversity through biotechnological advances is fundamental to elucidate the functions of the plant-derived specialized metabolome.
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Affiliation(s)
- Hiroshi Tsugawa
- RIKEN Center for Sustainable Resource Science, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan. .,RIKEN Center for Integrative Medical Sciences, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan.,Department of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, 2-24-16 Nakamachi, Koganei, Tokyo 184-8588, Japan.,Graduate School of Medical Life Science, Yokohama City University, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama 230-0045, Japan
| | - Amit Rai
- RIKEN Center for Sustainable Resource Science, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan. .,Plant Molecular Science Center, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba 260-8675, Japan
| | - Kazuki Saito
- RIKEN Center for Sustainable Resource Science, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan. .,Plant Molecular Science Center, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba 260-8675, Japan
| | - Ryo Nakabayashi
- RIKEN Center for Sustainable Resource Science, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan.
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111
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Nakayasu M, Yamazaki S, Aoki Y, Yazaki K, Sugiyama A. Triterpenoid and Steroidal Saponins Differentially Influence Soil Bacterial Genera. PLANTS (BASEL, SWITZERLAND) 2021; 10:2189. [PMID: 34685998 PMCID: PMC8538258 DOI: 10.3390/plants10102189] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Revised: 09/30/2021] [Accepted: 10/11/2021] [Indexed: 11/23/2022]
Abstract
Plant specialized metabolites (PSMs) are secreted into the rhizosphere, i.e., the soil zone surrounding the roots of plants. They are often involved in root-associated microbiome assembly, but the association between PSMs and microbiota is not well characterized. Saponins are a group of PSMs widely distributed in angiosperms. In this study, we compared the bacterial communities in field soils treated with the pure compounds of four different saponins. All saponin treatments decreased bacterial α-diversity and caused significant differences in β-diversity when compared with the control. The bacterial taxa depleted by saponin treatments were higher than the ones enriched; two families, Burkholderiaceae and Methylophilaceae, were enriched, while eighteen families were depleted with all saponin treatments. Sphingomonadaceae, which is abundant in the rhizosphere of saponin-producing plants (tomato and soybean), was enriched in soil treated with α-solanine, dioscin, and soyasaponins. α-Solanine and dioscin had a steroid-type aglycone that was found to specifically enrich Geobacteraceae, Lachnospiraceae, and Moraxellaceae, while soyasaponins and glycyrrhizin with an oleanane-type aglycone did not specifically enrich any of the bacterial families. At the bacterial genus level, the steroidal-type and oleanane-type saponins differentially influenced the soil bacterial taxa. Together, these results indicate that there is a relationship between the identities of saponins and their effects on soil bacterial communities.
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Affiliation(s)
- Masaru Nakayasu
- Research Institute for Sustainable Humanosphere, Kyoto University, Gokasho, Uji 611-0011, Japan; (M.N.); (K.Y.)
| | - Shinichi Yamazaki
- Tohoku Medical Megabank Organization, Tohoku University, Sendai 980-8573, Japan; (S.Y.); (Y.A.)
| | - Yuichi Aoki
- Tohoku Medical Megabank Organization, Tohoku University, Sendai 980-8573, Japan; (S.Y.); (Y.A.)
| | - Kazufumi Yazaki
- Research Institute for Sustainable Humanosphere, Kyoto University, Gokasho, Uji 611-0011, Japan; (M.N.); (K.Y.)
| | - Akifumi Sugiyama
- Research Institute for Sustainable Humanosphere, Kyoto University, Gokasho, Uji 611-0011, Japan; (M.N.); (K.Y.)
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Metabolomics for Crop Breeding: General Considerations. Genes (Basel) 2021; 12:genes12101602. [PMID: 34680996 PMCID: PMC8535592 DOI: 10.3390/genes12101602] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Revised: 10/05/2021] [Accepted: 10/08/2021] [Indexed: 12/16/2022] Open
Abstract
The development of new, more productive varieties of agricultural crops is becoming an increasingly difficult task. Modern approaches for the identification of beneficial alleles and their use in elite cultivars, such as quantitative trait loci (QTL) mapping and marker-assisted selection (MAS), are effective but insufficient for keeping pace with the improvement of wheat or other crops. Metabolomics is a powerful but underutilized approach that can assist crop breeding. In this review, basic methodological information is summarized, and the current strategies of applications of metabolomics related to crop breeding are explored using recent examples. We briefly describe classes of plant metabolites, cellular localization of metabolic pathways, and the strengths and weaknesses of the main metabolomics technique. Among the commercialized genetically modified crops, about 50 with altered metabolic enzyme activities have been identified in the International Service for the Acquisition of Agri-biotech Applications (ISAAA) database. These plants are reviewed as encouraging examples of the application of knowledge of biochemical pathways. Based on the recent examples of metabolomic studies, we discuss the performance of metabolic markers, the integration of metabolic and genomic data in metabolic QTLs (mQTLs) and metabolic genome-wide association studies (mGWAS). The elucidation of metabolic pathways and involved genes will help in crop breeding and the introgression of alleles of wild relatives in a more targeted manner.
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113
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Activation of Cryptic Secondary Metabolite Biosynthesis in Bamboo Suspension Cells by a Histone Deacetylase Inhibitor. Appl Biochem Biotechnol 2021; 193:3496-3511. [PMID: 34287751 DOI: 10.1007/s12010-021-03629-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 07/12/2021] [Indexed: 10/20/2022]
Abstract
Plants have evolved a diverse array of secondary metabolite biosynthetic pathways. Undifferentiated plant cells, however, tend to biosynthesize secondary metabolites to a lesser extent and sometimes not at all. This phenomenon in cultured cells is associated with the transcriptional suppression of biosynthetic genes due to epigenetic alterations, such as low histone acetylation levels and/or high DNA methylation levels. Here, using cultured cells of bamboo (Bambusa multiplex; Bm) as a model system, we investigated the effect of histone deacetylase (HDAC) inhibitors on the activation of cryptic secondary metabolite biosynthesis. The Bm suspension cells cultured in the presence of an HDAC inhibitor, suberoyl bis-hydroxamic acid (SBHA), exhibited strong biosynthesis of some compounds that are inherently present at very low levels in Bm cells. Two major compounds induced by SBHA were isolated and were identified as 3-O-p-coumaroylquinic acid (1) and 3-O-feruloylquinic acid (2). Their productivities depended on the type of basal culture medium, initial cell density, and culture period, as well as the SBHA concentration. The biosynthesis of these two compounds was also induced by another HDAC inhibitor, trichostatin A. These results demonstrate the usefulness of HDAC inhibitors to activate cryptic secondary metabolite biosynthesis in cultured plant cells.
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114
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Systematic mining of fungal chimeric terpene synthases using an efficient precursor-providing yeast chassis. Proc Natl Acad Sci U S A 2021; 118:2023247118. [PMID: 34257153 PMCID: PMC8307374 DOI: 10.1073/pnas.2023247118] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
Chimeric terpene synthases, termed PTTSs, are a unique family of enzymes occurring only in fungi. Characterizing PTTSs is challenging due to the complex reactions they catalyze and the structural complexity of their products. Here, by devising an efficient precursor-providing yeast chassis and incorporating a high-throughput automated platform, we identified 34 active PTTSs, which was considerably more than the number of known functional PTTSs. This effective and rapid pipeline can be employed for the characterization of other PTTSs or related terpenoid biosynthetic enzymes. By systematically analyzing the presence/absence of PTTS genes together with phylogenetic analysis, the ancestral PTTS gene was inferred to have undergone duplication and functional divergence, which led to the development of two distinct cyclization mechanisms. Chimeric terpene synthases, which consist of C-terminal prenyltransferase (PT) and N-terminal class I terpene synthase (TS) domains (termed PTTSs here), is unique to fungi and produces structurally diverse di- and sesterterpenes. Prior to this study, 20 PTTSs had been functionally characterized. Our understanding of the origin and functional evolution of PTTS genes is limited. Our systematic search of sequenced fungal genomes among diverse taxa revealed that PTTS genes were restricted to Dikarya. Phylogenetic findings indicated different potential models of the origin and evolution of PTTS genes. One was that PTTS genes originated in the common Dikarya ancestor and then underwent frequent gene loss among various subsequent lineages. To understand their functional evolution, we selected 74 PTTS genes for biochemical characterization in an efficient precursor-providing yeast system employing chassis-based, robot-assisted, high-throughput automatic assembly. We found 34 PTTS genes that encoded active enzymes and collectively produced 24 di- and sesterterpenes. About half of these di- and sesterterpenes were also the products of the 20 known PTTSs, indicating functional conservation, whereas the PTTS products included the previously unknown sesterterpenes, sesterevisene (1), and sesterorbiculene (2), suggesting that a diversity of PTTS products awaits discovery. Separating functional PTTSs into two monophyletic groups implied that an early gene duplication event occurred during the evolution of the PTTS family followed by functional divergence with the characteristics of distinct cyclization mechanisms.
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115
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Specialized Metabolites and Valuable Molecules in Crop and Medicinal Plants: The Evolution of Their Use and Strategies for Their Production. Genes (Basel) 2021; 12:genes12060936. [PMID: 34207427 PMCID: PMC8235196 DOI: 10.3390/genes12060936] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Revised: 05/28/2021] [Accepted: 06/14/2021] [Indexed: 01/18/2023] Open
Abstract
Plants naturally produce a terrific diversity of molecules, which we exploit for promoting our overall well-being. Plants are also green factories. Indeed, they may be exploited to biosynthesize bioactive molecules, proteins, carbohydrates and biopolymers for sustainable and large-scale production. These molecules are easily converted into commodities such as pharmaceuticals, antioxidants, food, feed and biofuels for multiple industrial processes. Novel plant biotechnological, genetics and metabolic insights ensure and increase the applicability of plant-derived compounds in several industrial sectors. In particular, synergy between disciplines, including apparently distant ones such as plant physiology, pharmacology, ‘omics sciences, bioinformatics and nanotechnology paves the path to novel applications of the so-called molecular farming. We present an overview of the novel studies recently published regarding these issues in the hope to have brought out all the interesting aspects of these published studies.
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Lackus ND, Schmidt A, Gershenzon J, Köllner TG. A peroxisomal β-oxidative pathway contributes to the formation of C6-C1 aromatic volatiles in poplar. PLANT PHYSIOLOGY 2021; 186:891-909. [PMID: 33723573 PMCID: PMC8195509 DOI: 10.1093/plphys/kiab111] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Accepted: 02/19/2021] [Indexed: 05/06/2023]
Abstract
Benzenoids (C6-C1 aromatic compounds) play important roles in plant defense and are often produced upon herbivory. Black cottonwood (Populus trichocarpa) produces a variety of volatile and nonvolatile benzenoids involved in various defense responses. However, their biosynthesis in poplar is mainly unresolved. We showed feeding of the poplar leaf beetle (Chrysomela populi) on P. trichocarpa leaves led to increased emission of the benzenoid volatiles benzaldehyde, benzylalcohol, and benzyl benzoate. The accumulation of salicinoids, a group of nonvolatile phenolic defense glycosides composed in part of benzenoid units, was hardly affected by beetle herbivory. In planta labeling experiments revealed that volatile and nonvolatile poplar benzenoids are produced from cinnamic acid (C6-C3). The biosynthesis of C6-C1 aromatic compounds from cinnamic acid has been described in petunia (Petunia hybrida) flowers where the pathway includes a peroxisomal-localized chain shortening sequence, involving cinnamate-CoA ligase (CNL), cinnamoyl-CoA hydratase/dehydrogenase (CHD), and 3-ketoacyl-CoA thiolase (KAT). Sequence and phylogenetic analysis enabled the identification of small CNL, CHD, and KAT gene families in P. trichocarpa. Heterologous expression of the candidate genes in Escherichia coli and characterization of purified proteins in vitro revealed enzymatic activities similar to those described in petunia flowers. RNA interference-mediated knockdown of the CNL subfamily in gray poplar (Populus x canescens) resulted in decreased emission of C6-C1 aromatic volatiles upon herbivory, while constitutively accumulating salicinoids were not affected. This indicates the peroxisomal β-oxidative pathway participates in the formation of volatile benzenoids. The chain shortening steps for salicinoids, however, likely employ an alternative pathway.
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Affiliation(s)
- Nathalie D Lackus
- Department of Biochemistry, Max Planck Institute for Chemical Ecology, Hans-Knöll-Straße 8, D-07745 Jena, Germany
| | - Axel Schmidt
- Department of Biochemistry, Max Planck Institute for Chemical Ecology, Hans-Knöll-Straße 8, D-07745 Jena, Germany
| | - Jonathan Gershenzon
- Department of Biochemistry, Max Planck Institute for Chemical Ecology, Hans-Knöll-Straße 8, D-07745 Jena, Germany
| | - Tobias G Köllner
- Department of Biochemistry, Max Planck Institute for Chemical Ecology, Hans-Knöll-Straße 8, D-07745 Jena, Germany
- Author for communication:
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117
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Graziani V, Potenza N, D’Abrosca B, Troiani T, Napolitano S, Fiorentino A, Scognamiglio M. NMR Profiling of Ononis diffusa Identifies Cytotoxic Compounds against Cetuximab-Resistant Colon Cancer Cell Lines. Molecules 2021; 26:molecules26113266. [PMID: 34071597 PMCID: PMC8198399 DOI: 10.3390/molecules26113266] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Revised: 05/24/2021] [Accepted: 05/26/2021] [Indexed: 12/11/2022] Open
Abstract
In the search of new natural products to be explored as possible anticancer drugs, two plant species, namely Ononis diffusa and Ononis variegata, were screened against colorectal cancer cell lines. The cytotoxic activity of the crude extracts was tested on a panel of colon cancer cell models including cetuximab-sensitive (Caco-2, GEO, SW48), intrinsic (HT-29 and HCT-116), and acquired (GEO-CR, SW48-CR) cetuximab-resistant cell lines. Ononis diffusa showed remarkable cytotoxic activity, especially on the cetuximab-resistant cell lines. The active extract composition was determined by NMR analysis. Given its complexity, a partial purification was then carried out. The fractions obtained were again tested for their biological activity and their metabolite content was determined by 1D and 2D NMR analysis. The study led to the identification of a fraction enriched in oxylipins that showed a 92% growth inhibition of the HT-29 cell line at a concentration of 50 µg/mL.
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Affiliation(s)
- Vittoria Graziani
- Dipartimento di Scienze e Tecnologie Ambientali, Biologiche e Farmaceutiche, Università degli Studi della Campania “Luigi Vanvitelli”, Via Vivaldi 43, 81100 Caserta, Italy; (V.G.); (N.P.); (B.D.)
| | - Nicoletta Potenza
- Dipartimento di Scienze e Tecnologie Ambientali, Biologiche e Farmaceutiche, Università degli Studi della Campania “Luigi Vanvitelli”, Via Vivaldi 43, 81100 Caserta, Italy; (V.G.); (N.P.); (B.D.)
| | - Brigida D’Abrosca
- Dipartimento di Scienze e Tecnologie Ambientali, Biologiche e Farmaceutiche, Università degli Studi della Campania “Luigi Vanvitelli”, Via Vivaldi 43, 81100 Caserta, Italy; (V.G.); (N.P.); (B.D.)
| | - Teresa Troiani
- Oncologia medica, Dipartimento di Medicina di precisione, Università degli Studi della Campania “Luigi Vanvitelli”, S. Andrea delle Dame, Via L. De Crecchio 7, 80138 Napoli, Italy; (T.T.); (S.N.)
| | - Stefania Napolitano
- Oncologia medica, Dipartimento di Medicina di precisione, Università degli Studi della Campania “Luigi Vanvitelli”, S. Andrea delle Dame, Via L. De Crecchio 7, 80138 Napoli, Italy; (T.T.); (S.N.)
| | - Antonio Fiorentino
- Dipartimento di Scienze e Tecnologie Ambientali, Biologiche e Farmaceutiche, Università degli Studi della Campania “Luigi Vanvitelli”, Via Vivaldi 43, 81100 Caserta, Italy; (V.G.); (N.P.); (B.D.)
- Correspondence: (A.F.); (M.S.); Tel.: +39-0823274576 (A.F.)
| | - Monica Scognamiglio
- Dipartimento di Scienze e Tecnologie Ambientali, Biologiche e Farmaceutiche, Università degli Studi della Campania “Luigi Vanvitelli”, Via Vivaldi 43, 81100 Caserta, Italy; (V.G.); (N.P.); (B.D.)
- Correspondence: (A.F.); (M.S.); Tel.: +39-0823274576 (A.F.)
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118
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Shirai K, Sato MP, Nishi R, Seki M, Suzuki Y, Hanada K. Positive selective sweeps of epigenetic mutations regulating specialized metabolites in plants. Genome Res 2021; 31:1060-1068. [PMID: 34006571 PMCID: PMC8168577 DOI: 10.1101/gr.271726.120] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Accepted: 04/06/2021] [Indexed: 11/24/2022]
Abstract
DNA methylation is an important factor regulating gene expression in organisms. However, whether DNA methylation plays a key role in adaptive evolution is unknown. Here, we show evidence of naturally selected DNA methylation in Arabidopsis thaliana. In comparison with single nucleotide polymorphisms, three types of methylation—methylated CGs (mCGs), mCHGs, and mCHHs—contributed highly to variable gene expression levels among an A. thaliana population. Such variably expressed genes largely affect a large variation of specialized metabolic quantities. Among the three types of methylations, only mCGs located in promoter regions of genes associated with specialized metabolites show a selective sweep signature in the A. thaliana population. Thus, naturally selected mCGs appear to be key mutations that cause the expressional diversity associated with specialized metabolites during plant evolution.
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Affiliation(s)
- Kazumasa Shirai
- Department of Bioscience and Bioinformatics, Kyushu Institute of Technology, Fukuoka 820-8502, Japan
| | - Mitsuhiko P Sato
- Kawatabi Field Science Center, Graduate School of Agricultural Science, Tohoku University, Miyagi 989-6711, Japan
| | - Ranko Nishi
- RIKEN Center for Sustainable Resource Science, Kanagawa 230-0045, Japan
| | - Masahide Seki
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa 277-8562, Japan
| | - Yutaka Suzuki
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa 277-8562, Japan
| | - Kousuke Hanada
- Department of Bioscience and Bioinformatics, Kyushu Institute of Technology, Fukuoka 820-8502, Japan
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119
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Abstract
To cope with environmental challenges, plants produce a wide diversity of phytochemicals, which are also the source of numerous medicines. Despite decades of research in chemical ecology, we still lack an understanding of the organization of plant chemical diversity across species and ecosystems. To address this challenge, we hypothesized that molecular diversity is not only related to species diversity, but also constrained by trophic, climatic, and topographical factors. We screened the metabolome of 416 vascular plant species encompassing the entire alpine elevation range and four alpine bioclimatic regions in order to characterize their phytochemical diversity. We show that by coupling phylogenetic information, topographic, edaphic, and climatic variables, we predict phytochemical diversity, and its inherent composition, of plant communities throughout landscape. Spatial mapping of phytochemical diversity further revealed that plant assemblages found in low to midelevation habitats, with more alkaline soils, possessed greater phytochemical diversity, whereas alpine habitats possessed higher phytochemical endemism. Altogether, we present a general tool that can be used for predicting hotspots of phytochemical diversity in the landscape, independently of plant species taxonomic identity. Such an approach offers promising perspectives in both drug discovery programs and conservation efforts worldwide.
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120
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Simpson JP, Wunderlich C, Li X, Svedin E, Dilkes B, Chapple C. Metabolic source isotopic pair labeling and genome-wide association are complementary tools for the identification of metabolite-gene associations in plants. THE PLANT CELL 2021; 33:492-510. [PMID: 33955498 PMCID: PMC8136897 DOI: 10.1093/plcell/koaa046] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Accepted: 12/21/2020] [Indexed: 05/02/2023]
Abstract
The optimal extraction of information from untargeted metabolomics analyses is a continuing challenge. Here, we describe an approach that combines stable isotope labeling, liquid chromatography- mass spectrometry (LC-MS), and a computational pipeline to automatically identify metabolites produced from a selected metabolic precursor. We identified the subset of the soluble metabolome generated from phenylalanine (Phe) in Arabidopsis thaliana, which we refer to as the Phe-derived metabolome (FDM) In addition to identifying Phe-derived metabolites present in a single wild-type reference accession, the FDM was established in nine enzymatic and regulatory mutants in the phenylpropanoid pathway. To identify genes associated with variation in Phe-derived metabolites in Arabidopsis, MS features collected by untargeted metabolite profiling of an Arabidopsis diversity panel were retrospectively annotated to the FDM and natural genetic variants responsible for differences in accumulation of FDM features were identified by genome-wide association. Large differences in Phe-derived metabolite accumulation and presence/absence variation of abundant metabolites were observed in the nine mutants as well as between accessions from the diversity panel. Many Phe-derived metabolites that accumulated in mutants also accumulated in non-Col-0 accessions and was associated to genes with known or suspected functions in the phenylpropanoid pathway as well as genes with no known functions. Overall, we show that cataloguing a biochemical pathway's products through isotopic labeling across genetic variants can substantially contribute to the identification of metabolites and genes associated with their biosynthesis.
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Affiliation(s)
- Jeffrey P Simpson
- Department of Biochemistry, Purdue University, West Lafayette, IN 47907, USA
- Purdue University Center for Plant Biology, West Lafayette, IN 47907, USA
| | - Cole Wunderlich
- Department of Biochemistry, Purdue University, West Lafayette, IN 47907, USA
| | - Xu Li
- Plants for Human Health Institute, North Carolina State University, Kannapolis, NC 28081, USA
- Department of Plant and Microbial Biology, North Carolina State University, Raleigh, NC 27695, USA
| | | | - Brian Dilkes
- Department of Biochemistry, Purdue University, West Lafayette, IN 47907, USA
- Purdue University Center for Plant Biology, West Lafayette, IN 47907, USA
| | - Clint Chapple
- Department of Biochemistry, Purdue University, West Lafayette, IN 47907, USA
- Purdue University Center for Plant Biology, West Lafayette, IN 47907, USA
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121
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Zhou F, Last RL, Pichersky E. Degradation of salicylic acid to catechol in Solanaceae by SA 1-hydroxylase. PLANT PHYSIOLOGY 2021; 185:876-891. [PMID: 33793924 PMCID: PMC8133591 DOI: 10.1093/plphys/kiaa096] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Accepted: 12/07/2020] [Indexed: 05/16/2023]
Abstract
The hormone salicylic acid (SA) plays crucial roles in plant defense, stress responses, and in the regulation of plant growth and development. Whereas the biosynthetic pathways and biological functions of SA have been extensively studied, SA catabolism is less well understood. In this study, we report the identification and functional characterization of an FAD/NADH-dependent SA 1-hydroxylase from tomato (Solanum lycopersicum; SlSA1H), which catalyzes the oxidative decarboxylation of SA to catechol. Transcript levels of SlSA1H were highest in stems and its expression was correlated with the formation of the methylated catechol derivatives guaiacol and veratrole. Consistent with a role in SA catabolism, SlSA1H RNAi plants accumulated lower amounts of guaiacol and failed to produce any veratrole. Two O-methyltransferases involved in the conversion of catechol to guaiacol and guaiacol to veratrole were also functionally characterized. Subcellular localization analyses revealed the cytosolic localization of this degradation pathway. Phylogenetic analysis and functional characterization of SA1H homologs from other species indicated that this type of FAD/NADH-dependent SA 1-hydroxylases evolved recently within the Solanaceae family.
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Affiliation(s)
- Fei Zhou
- Department of Molecular, Cellular, and Developmental Biology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Robert L Last
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI 48823, USA
- Department of Plant Biology, Michigan State University, East Lansing, MI 48823, USA
| | - Eran Pichersky
- Department of Molecular, Cellular, and Developmental Biology, University of Michigan, Ann Arbor, MI 48109, USA
- Author for correspondence:
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122
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Zhang Y, Deng T, Sun L, Landis JB, Moore MJ, Wang H, Wang Y, Hao X, Chen J, Li S, Xu M, Puno PT, Raven PH, Sun H. Phylogenetic patterns suggest frequent multiple origins of secondary metabolites across the seed-plant 'tree of life'. Natl Sci Rev 2021; 8:nwaa105. [PMID: 34691607 PMCID: PMC8288438 DOI: 10.1093/nsr/nwaa105] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Accepted: 04/04/2020] [Indexed: 11/13/2022] Open
Abstract
To evaluate the phylogenetic patterns of the distribution and evolution of plant secondary metabolites (PSMs), we selected 8 classes of PSMs and mapped them onto an updated phylogenetic tree including 437 families of seed plants. A significant phylogenetic signal was detected in 17 of the 18 tested seed-plant clades for at least 1 of the 8 PSM classes using the D statistic. The phylogenetic signal, nevertheless, indicated weak clustering of PSMs compared to a random distribution across all seed plants. The observed signal suggests strong diversifying selection during seed-plant evolution and/or relatively weak evolutionary constraints on the evolution of PSMs. In the survey of the current phylogenetic distributions of PSMs, we found that multiple origins of PSM biosynthesis due to external selective forces for diverse genetic pathways may have played important roles. In contrast, a single origin of PSMs seems rather uncommon. The distribution patterns for PSMs observed in this study may also be useful in the search for natural compounds for medicinal purposes.
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Affiliation(s)
- Yongzeng Zhang
- CAS Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, China
- University of the Chinese Academy of Sciences, Beijing 100049, China
| | - Tao Deng
- CAS Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, China
| | - Lu Sun
- CAS Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, China
- University of the Chinese Academy of Sciences, Beijing 100049, China
| | - Jacob B Landis
- Department of Botany and Plant Sciences, University of California Riverside, Riverside, CA 92521, USA
- School of Integrative Plant Science, Section of Plant Biology and the L.H. Bailey Hortorium, Cornell University, Ithaca, NY 14853, USA
| | - Michael J Moore
- Department of Biology, Oberlin College, Oberlin, OH 44074, USA
| | - Hengchang Wang
- CAS Key Laboratory of Plant Germplasm Enhancement and Specialty Agriculture, Chinese Academy of Sciences, Wuhan 430074, China
| | - Yuehua Wang
- School of Life Science, Yunnan University, Kunming 650091, China
| | - Xiaojiang Hao
- State Key Laboratory of Phytochemistry and Plant Resources in West China, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, China
| | - Jijun Chen
- State Key Laboratory of Phytochemistry and Plant Resources in West China, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, China
| | - Shenghong Li
- State Key Laboratory of Phytochemistry and Plant Resources in West China, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, China
| | - Maonian Xu
- Pharmaceutical Sciences, University of Iceland, 107 Reykjavik, Iceland
| | - Pema-Tenzin Puno
- State Key Laboratory of Phytochemistry and Plant Resources in West China, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, China
| | | | - Hang Sun
- CAS Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, China
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123
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Lynch SC, Eskalen A, Gilbert GS. Host evolutionary relationships explain tree mortality caused by a generalist pest-pathogen complex. Evol Appl 2021; 14:1083-1094. [PMID: 33897822 PMCID: PMC8061262 DOI: 10.1111/eva.13182] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Revised: 12/05/2020] [Accepted: 12/07/2020] [Indexed: 11/30/2022] Open
Abstract
The phylogenetic signal of transmissibility (competence) and attack severity among hosts of generalist pests is poorly understood. In this study, we examined the phylogenetic effects on hosts differentially affected by an emergent generalist beetle-pathogen complex in California and South Africa. Host types (non-competent, competent and killed-competent) are based on nested types of outcomes of interactions between host plants, the beetles and the fungal pathogens. Phylogenetic dispersion analysis of each host type revealed that the phylogenetic preferences of beetle attack and fungal growth were a nonrandom subset of all available tree and shrub species. Competent hosts were phylogenetically narrower by 62 Myr than the set of all potential hosts, and those with devastating impacts were the most constrained by 107 Myr. Our results show a strong phylogenetic signal in the relative effects of a generalist pest-pathogen complex on host species, demonstrating that the strength of multi-host pest impacts in plants can be predicted by host evolutionary relationships. This study presents a unifying theoretical approach to identifying likely disease outcomes across multiple host-pest combinations.
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Affiliation(s)
- Shannon Colleen Lynch
- Department of Environmental StudiesUniversity of California Santa CruzSanta CruzCaliforniaUSA
- Department of Plant PathologyUniversity of California DavisDavisCaliforniaUSA
| | - Akif Eskalen
- Department of Plant PathologyUniversity of California DavisDavisCaliforniaUSA
| | - Gregory S. Gilbert
- Department of Environmental StudiesUniversity of California Santa CruzSanta CruzCaliforniaUSA
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124
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Highly Species-Specific Foliar Metabolomes of Diverse Woody Species and Relationships with the Leaf Economics Spectrum. Cells 2021; 10:cells10030644. [PMID: 33805842 PMCID: PMC7999030 DOI: 10.3390/cells10030644] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Revised: 03/08/2021] [Accepted: 03/10/2021] [Indexed: 11/17/2022] Open
Abstract
Plants show an extraordinary diversity in chemical composition and are characterized by different functional traits. However, relationships between the foliar primary and specialized metabolism in terms of metabolite numbers and composition as well as links with the leaf economics spectrum have rarely been explored. We investigated these relationships in leaves of 20 woody species from the Mediterranean region grown as saplings in a common garden, using a comparative ecometabolomics approach that included (semi-)polar primary and specialized metabolites. Our analyses revealed significant positive correlations between both the numbers and relative composition of primary and specialized metabolites. The leaf metabolomes were highly species-specific but in addition showed some phylogenetic imprints. Moreover, metabolomes of deciduous species were distinct from those of evergreens. Significant relationships were found between the primary metabolome and nitrogen content and carbon/nitrogen ratio, important traits of the leaf economics spectrum, ranging from acquisitive (mostly deciduous) to conservative (evergreen) leaves. A comprehensive understanding of various leaf traits and their coordination in different plant species may facilitate our understanding of plant functioning in ecosystems. Chemodiversity is thereby an important component of biodiversity.
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125
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Fu R, Zhang P, Jin G, Wang L, Qi S, Cao Y, Martin C, Zhang Y. Versatility in acyltransferase activity completes chicoric acid biosynthesis in purple coneflower. Nat Commun 2021; 12:1563. [PMID: 33692355 PMCID: PMC7946891 DOI: 10.1038/s41467-021-21853-6] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2020] [Accepted: 02/11/2021] [Indexed: 02/05/2023] Open
Abstract
Purple coneflower (Echinacea purpurea (L.) Moench) is a popular native North American herbal plant. Its major bioactive compound, chicoric acid, is reported to have various potential physiological functions, but little is known about its biosynthesis. Here, taking an activity-guided approach, we identify two cytosolic BAHD acyltransferases that form two intermediates, caftaric acid and chlorogenic acid. Surprisingly, a unique serine carboxypeptidase-like acyltransferase uses chlorogenic acid as its acyl donor and caftaric acid as its acyl acceptor to produce chicoric acid in vacuoles, which has evolved its acyl donor specificity from the better-known 1-O-β-D-glucose esters typical for this specific type of acyltransferase to chlorogenic acid. This unusual pathway seems unique to Echinacea species suggesting convergent evolution of chicoric acid biosynthesis. Using these identified acyltransferases, we have reconstituted chicoric acid biosynthesis in tobacco. Our results emphasize the flexibility of acyltransferases and their roles in the evolution of specialized metabolism in plants.
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Affiliation(s)
- Rao Fu
- Key Laboratory of Bio-resource and Eco-environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, 610064, China
| | - Pingyu Zhang
- Key Laboratory of Bio-resource and Eco-environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, 610064, China
| | - Ge Jin
- Key Laboratory of Bio-resource and Eco-environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, 610064, China
| | - Lianglei Wang
- Key Laboratory of Bio-resource and Eco-environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, 610064, China
| | - Shiqian Qi
- Department of Urology, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, and Collaborative Innovation Center for Biotherapy, Chengdu, 610041, China
| | - Yang Cao
- Center of Growth, Metabolism and Aging, College of Life Sciences, Sichuan University, Chengdu, 610064, China
| | - Cathie Martin
- Department of Metabolic Biology and Biological Chemistry, John Innes Centre, Norwich, NR4 7UH, UK
| | - Yang Zhang
- Key Laboratory of Bio-resource and Eco-environment of Ministry of Education, College of Life Sciences, Sichuan University, Chengdu, 610064, China.
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O'Donnell AJ, Huang R, Barboline JJ, Barkman TJ. Convergent Biochemical Pathways for Xanthine Alkaloid Production in Plants Evolved from Ancestral Enzymes with Different Catalytic Properties. Mol Biol Evol 2021; 38:2704-2714. [PMID: 33662138 PMCID: PMC8233510 DOI: 10.1093/molbev/msab059] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
Convergent evolution is widespread but the extent to which common ancestral conditions are necessary to facilitate the independent acquisition of similar traits remains unclear. In order to better understand how ancestral biosynthetic catalytic capabilities might lead to convergent evolution of similar modern-day biochemical pathways, we resurrected ancient enzymes of the caffeine synthase (CS) methyltransferases that are responsible for theobromine and caffeine production in flowering plants. Ancestral CS enzymes of Theobroma, Paullinia, and Camellia exhibited similar substrate preferences but these resulted in the formation of different sets of products. From these ancestral enzymes, descendants with similar substrate preference and product formation independently evolved after gene duplication events in Theobroma and Paullinia. Thus, it appears that the convergent modern-day pathways likely originated from ancestral pathways with different inferred flux. Subsequently, the modern-day enzymes originated independently via gene duplication and their convergent catalytic characteristics evolved to partition the multiple ancestral activities by different mutations that occurred in homologous regions of the ancestral proteins. These results show that even when modern-day pathways and recruited genes are similar, the antecedent conditions may be distinctive such that different evolutionary steps are required to generate convergence.
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Affiliation(s)
- Andrew J O'Donnell
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI, USA
| | - Ruiqi Huang
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI, USA
| | - Jessica J Barboline
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI, USA
| | - Todd J Barkman
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI, USA
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127
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Bao M, Li J, Chen H, Chen Z, Xu D, Wen Y. Enantioselective effects of imazethapyr on the secondary metabolites and nutritional value of wheat seedlings. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 757:143759. [PMID: 33279196 DOI: 10.1016/j.scitotenv.2020.143759] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Revised: 10/31/2020] [Accepted: 10/31/2020] [Indexed: 06/12/2023]
Abstract
The secondary metabolism of plants is key for mediating responses to environmental stress, but few studies have examined how the relationship between secondary metabolism and the stress response of plants is affected by exposure to chiral herbicides. Here, we studied the enantioselective disturbance of the chiral herbicide imazethapyr (IM) on the secondary metabolism and nutrient levels of wheat seedlings. The bioactive enantiomer R-IM significantly increased the contents of major secondary metabolites, including phenolic acids, flavonoids, and carotenoids but greatly inhibited the production of benzoxazine. The antioxidant system also responded strongly to R-IM; specifically, the activities of SOD, CAT, and GPX enzymes were all significantly induced, and the GSH content initially increased but then decreased. Furthermore, the nutrient levels of wheat seedlings were also affected; dietary fiber content decreased, while the contents of the microelements Fe, Mn, and Zn increased. In sum, this study provides new insight into the phytotoxic effects of IM and raises new questions on the role of secondary metabolites and nutrients in mediating enantioselective effects.
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Affiliation(s)
- Manxin Bao
- MOE Key Laboratory of Environmental Remediation & Ecosystem Health, College of Environmental and Resource Sciences, Zhejiang University, Hangzhou 310058, China
| | - Jun Li
- MOE Key Laboratory of Environmental Remediation & Ecosystem Health, College of Environmental and Resource Sciences, Zhejiang University, Hangzhou 310058, China
| | - Hui Chen
- College of Science and Technology, Ningbo University, Ningbo 315211, China
| | - Zunwei Chen
- Department of Veterinary Integrative Biosciences, Texas A&M University, College Station, TX 77843, United States
| | - Dongmei Xu
- College of Biology and Environmental Engineering, Zhejiang Shuren University, Hangzhou 310015, China
| | - Yuezhong Wen
- MOE Key Laboratory of Environmental Remediation & Ecosystem Health, College of Environmental and Resource Sciences, Zhejiang University, Hangzhou 310058, China.
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Dar MS, Dholakia BB, Kulkarni AP, Oak PS, Shanmugam D, Gupta VS, Giri AP. Influence of domestication on specialized metabolic pathways in fruit crops. PLANTA 2021; 253:61. [PMID: 33538903 DOI: 10.1007/s00425-020-03554-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/09/2020] [Accepted: 12/23/2020] [Indexed: 05/08/2023]
Abstract
During the process of plant domestication, the selection and traditional breeding for desired characters such as flavor, juiciness and nutritional value of fruits, probably have resulted in gain or loss of specialized metabolites contributing to these traits. Their appearance in fruits is likely due to the acquisition of novel and specialized metabolic pathways and their regulation, driven by systematic molecular evolutionary events facilitated by traditional breeding. Plants change their armory of specialized metabolism to adapt and survive in diverse ecosystems. This may occur through molecular evolutionary events, such as single nucleotide polymorphism, gene duplication and transposition, leading to convergent or divergent evolution of biosynthetic pathways producing such specialized metabolites. Breeding and selection for improved specific and desired traits (fruit size, color, taste, flavor, etc.) in fruit crops through conventional breeding approaches may further alter content and profile of specialized metabolites. Biosynthetic routes of these metabolites have been studied in various plants. Here, we explore the influence of plant domestication and breeding processes on the selection of biosynthetic pathways of favorable specialized metabolites in fruit crops. An orderly clustered arrangement of genes associated with their production is observed in many fruit crops. We further analyzed selection-based acquisition of specialized metabolic pathways comparing first the metabolic profiles and genes involved in their biosynthesis, followed by the genomic organization of such genes between wild and domesticated horticultural crops. Domestication of crop plants favored the acquisition and retention of metabolic pathways that enhanced the fruit value while eliminated those which produced toxic or unfavorable metabolites. Interestingly, unintentional reorganization of complex metabolic pathways by selection and traditional breeding processes has endowed us with flavorful, juicy and nutritionally rich fruits.
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Affiliation(s)
- M Saleem Dar
- Plant Molecular Biology Unit, Biochemical Sciences Division, CSIR-National Chemical Laboratory, Dr. Homi Bhabha Road, Pune, MS, 411008, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, UP, 201002, India
| | - Bhushan B Dholakia
- Plant Molecular Biology Unit, Biochemical Sciences Division, CSIR-National Chemical Laboratory, Dr. Homi Bhabha Road, Pune, MS, 411008, India.
- Indian Institute of Science Education and Research, Dr. Homi Bhabha Road, Pune, MS, 411008, India.
| | - Abhijeet P Kulkarni
- Bioinformatics Centre, Savitribai Phule Pune University, Pune, MS, 411007, India
| | - Pranjali S Oak
- Plant Molecular Biology Unit, Biochemical Sciences Division, CSIR-National Chemical Laboratory, Dr. Homi Bhabha Road, Pune, MS, 411008, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, UP, 201002, India
| | - Dhanasekaran Shanmugam
- Plant Molecular Biology Unit, Biochemical Sciences Division, CSIR-National Chemical Laboratory, Dr. Homi Bhabha Road, Pune, MS, 411008, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, UP, 201002, India
| | - Vidya S Gupta
- Plant Molecular Biology Unit, Biochemical Sciences Division, CSIR-National Chemical Laboratory, Dr. Homi Bhabha Road, Pune, MS, 411008, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, UP, 201002, India
| | - Ashok P Giri
- Plant Molecular Biology Unit, Biochemical Sciences Division, CSIR-National Chemical Laboratory, Dr. Homi Bhabha Road, Pune, MS, 411008, India.
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, UP, 201002, India.
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Meyer GW, Bahamon Naranjo MA, Widhalm JR. Convergent evolution of plant specialized 1,4-naphthoquinones: metabolism, trafficking, and resistance to their allelopathic effects. JOURNAL OF EXPERIMENTAL BOTANY 2021; 72:167-176. [PMID: 33258472 PMCID: PMC7853596 DOI: 10.1093/jxb/eraa462] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Accepted: 10/03/2020] [Indexed: 05/08/2023]
Abstract
Plant 1,4-naphthoquinones encompass a class of specialized metabolites known to mediate numerous plant-biotic interactions. This class of compounds also presents a remarkable case of convergent evolution. The 1,4-naphthoquinones are synthesized by species belonging to nearly 20 disparate orders spread throughout vascular plants, and their production occurs via one of four known biochemically distinct pathways. Recent developments from large-scale biology and genetic studies corroborate the existence of multiple pathways to synthesize plant 1,4-naphthoquinones and indicate that extraordinary events of metabolic innovation and links to respiratory and photosynthetic quinone metabolism probably contributed to their independent evolution. Moreover, because many 1,4-naphthoquinones are excreted into the rhizosphere and they are highly reactive in biological systems, plants that synthesize these compounds also needed to independently evolve strategies to deploy them and to resist their effects. In this review, we highlight new progress made in understanding specialized 1,4-naphthoquinone biosynthesis and trafficking with a focus on how these discoveries have shed light on the convergent evolution and diversification of this class of compounds in plants. We also discuss how emerging themes in metabolism-based herbicide resistance may provide clues to mechanisms plants employ to tolerate allelopathic 1,4-naphthoquinones.
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Affiliation(s)
- George W Meyer
- Department of Horticulture and Landscape Architecture, Purdue University, IN, USA
- Purdue Center for Plant Biology, Purdue University, West Lafayette, IN, USA
| | - Maria A Bahamon Naranjo
- Department of Horticulture and Landscape Architecture, Purdue University, IN, USA
- Purdue Center for Plant Biology, Purdue University, West Lafayette, IN, USA
| | - Joshua R Widhalm
- Department of Horticulture and Landscape Architecture, Purdue University, IN, USA
- Purdue Center for Plant Biology, Purdue University, West Lafayette, IN, USA
- Correspondence:
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Kashyap D, Tuli HS, Yerer MB, Sharma A, Sak K, Srivastava S, Pandey A, Garg VK, Sethi G, Bishayee A. Natural product-based nanoformulations for cancer therapy: Opportunities and challenges. Semin Cancer Biol 2021; 69:5-23. [PMID: 31421264 DOI: 10.1016/j.semcancer.2019.08.014] [Citation(s) in RCA: 230] [Impact Index Per Article: 57.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2019] [Revised: 08/10/2019] [Accepted: 08/12/2019] [Indexed: 01/09/2023]
Abstract
Application of natural product-based nanoformulations for the treatment of different human diseases, such as cancer, is an emerging field. The conventional cancer therapeutic modalities, including surgery, chemotherapy, immunotherapy, radiotherapy has limited achievements. A larger number of drawbacks are associated with these therapies, including damage to proliferating healthy tissues, structural deformities, systemic toxicity, long-term side effects, resistance to the drug by tumor cells, and psychological problems. The advent of nanotechnology in cancer therapeutics is recent; however, it has progressed and transformed the field of cancer treatment at a rapid rate. Nanotherapeutics have promisingly overcome the limitations of conventional drug delivery system, i.e., low aqueous solubility, low bioavailability, multidrug resistance, and non-specificity. Specifically, natural product-based nanoformulations are being intentionally studied in different model systems. Where it is found that these nanoformulations has more proximity and reduced side effects. The nanoparticles can specifically target tumor cells, enhancing the specificity and efficacy of cancer therapeutic modalities which in turn improves patient response and survival. The integration of phytotherapy and nanotechnology in the clinical setting may improve pharmacological response and better clinical outcome of patients.
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Affiliation(s)
- Dharambir Kashyap
- Department of Histopathology, Postgraduate Institute of Medical Education and Research, Chandigarh - 160 012, Punjab, India
| | - Hardeep Singh Tuli
- Department of Biotechnology, Maharishi Markandeshwar (Deemed to be University), Mullana-Ambala - 133 207, Haryana, India.
| | - Mukerrem Betul Yerer
- Department of Pharmacology, Faculty of Pharmacy, University of Erciyes, Kayseri 38039, Turkey
| | - Ajay Sharma
- Department of Chemistry, Career Point University, Tikker-Kharwarian, Hamirpur - 176 041, Himachal Pradesh, India
| | | | - Saumya Srivastava
- Department of Biotechnology, Motilal Nehru National Institute of Technology Allahabad, Allahabad - 211 004, Uttar Pradesh, India
| | - Anjana Pandey
- Department of Biotechnology, Motilal Nehru National Institute of Technology Allahabad, Allahabad - 211 004, Uttar Pradesh, India
| | - Vivek Kumar Garg
- Department of Biochemistry, Government Medical College and Hospital, Sector 32, Chandigarh - 160 031, Punjab, India
| | - Gautam Sethi
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117600, Singapore.
| | - Anupam Bishayee
- Lake Erie College of Osteopathic Medicine, Bradenton, FL 34211, USA.
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131
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Reprogramming plant specialized metabolism by manipulating protein kinases. ABIOTECH 2021; 2:226-239. [PMID: 34377580 PMCID: PMC8209778 DOI: 10.1007/s42994-021-00053-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Accepted: 06/05/2021] [Indexed: 02/08/2023]
Abstract
Being sessile, plants have evolved sophisticated mechanisms to balance between growth and defense to survive in the harsh environment. The transition from growth to defense is commonly achieved by factors, such as protein kinases (PKs) and transcription factors, that initiate signal transduction and regulate specialized metabolism. Plants produce an array of lineage-specific specialized metabolites for chemical defense and stress tolerance. Some of these molecules are also used by humans as drugs. However, many of these defense-responsive metabolites are toxic to plant cells and inhibitory to growth and development. Plants have, thus, evolved complex regulatory networks to balance the accumulation of the toxic metabolites. Perception of external stimuli is a vital part of the regulatory network. Protein kinase-mediated signaling activates a series of defense responses by phosphorylating the target proteins and translating the stimulus into downstream cellular signaling. As biosynthesis of specialized metabolites is triggered when plants perceive stimuli, a possible connection between PKs and specialized metabolism is well recognized. However, the roles of PKs in plant specialized metabolism have not received much attention until recently. Here, we summarize the recent advances in understanding PKs in plant specialized metabolism. We aim to highlight how the stimulatory signals are transduced, leading to the biosynthesis of corresponding metabolites. We discuss the post-translational regulation of specialized metabolism and provide insights into the mechanisms by which plants respond to the external signals. In addition, we propose possible strategies to increase the production of plant specialized metabolites in biotechnological applications using PKs.
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132
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Mao J, Huang L, Chen M, Zeng W, Feng Z, Huang S, Liu T. Integrated Analysis of the Transcriptome and Metabolome Reveals Genes Involved in Terpenoid and Flavonoid Biosynthesis in the Loblolly Pine ( Pinus taeda L.). FRONTIERS IN PLANT SCIENCE 2021; 12:729161. [PMID: 34659295 PMCID: PMC8519504 DOI: 10.3389/fpls.2021.729161] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Accepted: 08/31/2021] [Indexed: 05/08/2023]
Abstract
Loblolly pine (Pinus taeda L.) is an important tree for afforestation with substantial economic and ecological value. Many metabolites with pharmacological activities are present in the tissues of P. taeda. However, the biosynthesis regulatory mechanisms of these metabolites are poorly understood. In the present study, transcriptome and metabolome analyses were performed on five tissues of P. taeda. A total of 40.4 million clean reads were obtained and assembled into 108,663 unigenes. These were compared with five databases, revealing 39,576 annotated unigenes. A total of 13,491 differentially expressed genes (DEGs) were observed in 10 comparison groups. Of these, 487 unigenes exhibited significantly different expressions in specific tissues of P. taeda. The DEGs were explored using Gene Ontology and Kyoto Encyclopedia of Genes and Genomes metabolic pathway analysis. We identified 343 and 173 candidate unigenes related to the biosynthesis of terpenoids and flavonoids, respectively. These included 62 R2R3-MYB, 30 MYB, 15 WRKY, seven bHLH, seven ERF, six ZIP, five AP2, and one WD40 genes that acted as regulators in flavonoid and/or terpenoid biosynthesis. Additionally, metabolomics analysis detected 528 metabolites, among which 168 were flavonoids. A total of 493 differentially accumulated metabolites (DAMs) were obtained in 10 comparison groups. The 3,7-Di-O-methyl quercetin was differentially accumulated in all the comparison groups. The combined transcriptome and metabolome analyses revealed 219 DEGs that were significantly correlated with 45 DAMs. Our study provides valuable genomic and metabolome information for understanding P. taeda at the molecular level, providing a foundation for the further development of P. taeda-related pharmaceutical industry.
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Affiliation(s)
- Jipeng Mao
- Guangdong Key Laboratory for Innovative Development and Utilization of Forest Plant Germplasm, College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, China
- Taishan Hongling Seed Orchart, Jiangmen, China
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, South China Agricultural University, Guangzhou, China
| | - Linwang Huang
- Guangdong Key Laboratory for Innovative Development and Utilization of Forest Plant Germplasm, College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, China
| | - Manyu Chen
- Guangdong Key Laboratory for Innovative Development and Utilization of Forest Plant Germplasm, College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, China
| | - Weishan Zeng
- Guangdong Key Laboratory for Innovative Development and Utilization of Forest Plant Germplasm, College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, China
| | - Zhiheng Feng
- Guangdong Key Laboratory for Innovative Development and Utilization of Forest Plant Germplasm, College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, China
| | - Shaowei Huang
- Guangdong Key Laboratory for Innovative Development and Utilization of Forest Plant Germplasm, College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, China
| | - Tianyi Liu
- Guangdong Key Laboratory for Innovative Development and Utilization of Forest Plant Germplasm, College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, China
- *Correspondence: Tianyi Liu
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Yang J, Li Z, Lian J, Qi G, Shi P, He J, Hu Z, Zhang M. Brassicaceae transcriptomes reveal convergent evolution of super-accumulation of sinigrin. Commun Biol 2020; 3:779. [PMID: 33328568 PMCID: PMC7745032 DOI: 10.1038/s42003-020-01523-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Accepted: 11/25/2020] [Indexed: 12/19/2022] Open
Abstract
Wasabi, horseradish and mustard are popular pungent crops in which the characteristic bioactive hydrolysis of specialized glucosinolates (GSLs) occurs. Although the metabolic pathways of GSLs are well elucidated, how plants have evolved convergent mechanisms to accumulate identical GSL components remains largely unknown. In this study, we discovered that sinigrin is predominantly synthesized in wasabi, horseradish and mustard in Brassicaceae. We de novo assembled the transcriptomes of the three species, revealing the expression patterns of gene clusters associated with chain elongation, side chain modification and transport. Our analysis further revealed that several gene clusters were convergently selected during evolution, exhibiting convergent shifts in amino acid preferences in mustard, wasabi and horseradish. Collectively, our findings provide insights into how unrelated crop species evolve the capacity for sinigrin super-accumulation and thus promise a potent strategy for engineering metabolic pathways at multiple checkpoints to fortify bioactive compounds for condiment or pharmaceutical purposes.
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Affiliation(s)
- Jinghua Yang
- Laboratory of Germplasm Innovation and Molecular Breeding, Institute of Vegetable Science, Zhejiang University, 310058, Hangzhou, China
- Key Laboratory of Horticultural Plant Growth and Development, Ministry of Agriculture and Rural Affairs, 310058, Hangzhou, China
| | - Zhangping Li
- Laboratory of Germplasm Innovation and Molecular Breeding, Institute of Vegetable Science, Zhejiang University, 310058, Hangzhou, China
| | - Jinmin Lian
- Biozeron Shenzhen, Inc., 518081, Shenzhen, China
| | - Guoning Qi
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Lin'an, 311300, Hangzhou, China
| | - Pibiao Shi
- Xinyang Agricultural Experiment Station of Yancheng, 224049, Yancheng, China
| | - Jiawei He
- Alpine Economic Plant Research Institute of Yunnan Academy of Agricultural Sciences, 674199, lijiang, China
| | - Zhongyuan Hu
- Laboratory of Germplasm Innovation and Molecular Breeding, Institute of Vegetable Science, Zhejiang University, 310058, Hangzhou, China
| | - Mingfang Zhang
- Laboratory of Germplasm Innovation and Molecular Breeding, Institute of Vegetable Science, Zhejiang University, 310058, Hangzhou, China.
- Key Laboratory of Horticultural Plant Growth and Development, Ministry of Agriculture and Rural Affairs, 310058, Hangzhou, China.
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134
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Plant Volatile Organic Compounds Evolution: Transcriptional Regulation, Epigenetics and Polyploidy. Int J Mol Sci 2020; 21:ijms21238956. [PMID: 33255749 PMCID: PMC7728353 DOI: 10.3390/ijms21238956] [Citation(s) in RCA: 58] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 11/18/2020] [Accepted: 11/23/2020] [Indexed: 12/15/2022] Open
Abstract
Volatile organic compounds (VOCs) are emitted by plants as a consequence of their interaction with biotic and abiotic factors, and have a very important role in plant evolution. Floral VOCs are often involved in defense and pollinator attraction. These interactions often change rapidly over time, so a quick response to those changes is required. Epigenetic factors, such as DNA methylation and histone modification, which regulate both genes and transcription factors, might trigger adaptive responses to these evolutionary pressures as well as regulating the rhythmic emission of VOCs through circadian clock regulation. In addition, transgenerational epigenetic effects and whole genome polyploidy could modify the generation of VOCs’ profiles of offspring, contributing to long-term evolutionary shifts. In this article, we review the available knowledge about the mechanisms that may act as epigenetic regulators of the main VOC biosynthetic pathways, and their importance in plant evolution.
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135
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Waki T, Takahashi S, Nakayama T. Managing enzyme promiscuity in plant specialized metabolism: A lesson from flavonoid biosynthesis: Mission of a "body double" protein clarified. Bioessays 2020; 43:e2000164. [PMID: 33179351 DOI: 10.1002/bies.202000164] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Revised: 10/15/2020] [Accepted: 10/15/2020] [Indexed: 12/29/2022]
Abstract
Specificities of enzymes involved in plant specialized metabolism, including flavonoid biosynthesis, are generally promiscuous. This enzyme promiscuity has served as an evolutionary basis for new enzyme functions and metabolic pathways in land plants adapting to environmental challenges. This phenomenon may lead, however, to inefficiency in specialized metabolism and adversely affect metabolite-mediated plant survival. How plants manage enzyme promiscuity for efficient specialized metabolism is, thus, an open question. Recent studies of flavonoid biosynthesis addressing this issue have revealed a conserved strategy, namely, a homolog of chalcone isomerase with no catalytic activity binds to chalcone synthase, a key flavonoid pathway enzyme, to narrow (or rectify) the enzyme's highly promiscuous product specificity. Reducing promiscuity via specific protein-protein interactions among metabolic enzymes and proteins may be a solution adopted by land plants to achieve efficient operation of specialized metabolism, while the intrinsic promiscuity of enzymes has likely been retained incidentally.
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Affiliation(s)
- Toshiyuki Waki
- Department of Biomolecular Engineering, Graduate School of Engineering, Tohoku University, Sendai, Miyagi, Japan
| | - Seiji Takahashi
- Department of Biomolecular Engineering, Graduate School of Engineering, Tohoku University, Sendai, Miyagi, Japan
| | - Toru Nakayama
- Department of Biomolecular Engineering, Graduate School of Engineering, Tohoku University, Sendai, Miyagi, Japan
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Poretsky E, Huffaker A. MutRank: an R shiny web-application for exploratory targeted mutual rank-based coexpression analyses integrated with user-provided supporting information. PeerJ 2020; 8:e10264. [PMID: 33240618 PMCID: PMC7659623 DOI: 10.7717/peerj.10264] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Accepted: 10/07/2020] [Indexed: 12/19/2022] Open
Abstract
The rapid assignment of genotypes to phenotypes has been a historically challenging process. The discovery of genes encoding biosynthetic pathway enzymes for defined plant specialized metabolites has been informed and accelerated by the detection of gene clusters. Unfortunately, biosynthetic pathway genes are commonly dispersed across chromosomes or reside in genes clusters that provide little predictive value. More reliably, transcript abundance of genes underlying biochemical pathways for plant specialized metabolites display significant coregulation. By rapidly identifying highly coexpressed transcripts, it is possible to efficiently narrow candidate genes encoding pathway enzymes and more easily predict both functions and functional associations. Mutual Rank (MR)-based coexpression analyses in plants accurately demonstrate functional associations for many specialized metabolic pathways; however, despite the clear predictive value of MR analyses, the application is uncommonly used to drive new pathway discoveries. Moreover, many coexpression databases aid in the prediction of both functional associations and gene functions, but lack customizability for refined hypothesis testing. To facilitate and speed flexible MR-based hypothesis testing, we developed MutRank, an R Shiny web-application for coexpression analyses. MutRank provides an intuitive graphical user interface with multiple customizable features that integrates user-provided data and supporting information suitable for personal computers. Tabular and graphical outputs facilitate the rapid analyses of both unbiased and user-defined coexpression results that accelerate gene function predictions. We highlight the recent utility of MR analyses for functional predictions and discoveries in defining two maize terpenoid antibiotic pathways. Beyond applications in biosynthetic pathway discovery, MutRank provides a simple, customizable and user-friendly interface to enable coexpression analyses relating to a breadth of plant biology inquiries. Data and code are available at GitHub: https://github.com/eporetsky/MutRank.
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Affiliation(s)
- Elly Poretsky
- Division of Biology, University of California, San Diego, La Jolla, CA, USA
| | - Alisa Huffaker
- Division of Biology, University of California, San Diego, La Jolla, CA, USA
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Ding G, Zhang S, Ma B, Liang J, Li H, Luo Y, He N. Origin and functional differentiation of (E)-β-ocimene synthases reflect the expansion of monoterpenes in angiosperms. JOURNAL OF EXPERIMENTAL BOTANY 2020; 71:6571-6586. [PMID: 32720987 DOI: 10.1093/jxb/eraa353] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Accepted: 07/23/2020] [Indexed: 06/11/2023]
Abstract
The acquisition of new metabolic activities is a major force driving evolution. We explored, from the perspectives of gene family expansion and the evolutionary adaptability of proteins, how new functions have arisen in which terpene synthases diverged. Monoterpenoids are diverse natural compounds that can be divided into cyclic and acyclic skeleton forms according to their chemical structure. We demonstrate, through phylogenetic reconstructions and genome synteny analyses, that the (E)-β-ocimene synthases, which are acyclic monoterpene synthases (mTPSs), appear to have arisen several times in independent lineages during plant evolution. Bioinformatics analyses and classical mutation experiments identified four sites (I388, F420, S446, and F485) playing important roles in the neofunctionalization of mTPSs. Incubation of neryl diphosphate with Salvia officinalis 1,8-cineole synthase (SCS) and mutated proteins show that these four sites obstruct the isomerization of geranyl diphosphate. Quantum mechanical/molecular mechanical molecular dynamics simulations of models of SCS, SCSY420F/I446S, and SCSN338I/Y420F/I446S/L485F with (3R)-linalyl diphosphate suggest that mutations changed the configuration of the intermediate to obtain new activities. These results provide new perspectives on the evolution of mTPSs, explain the convergent evolution of (E)-β-ocimene synthases at the molecular level, and identify key residues to control the specificity of engineered mTPSs.
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Affiliation(s)
- Guangyu Ding
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, China
| | - Shaoyu Zhang
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, China
| | - Bi Ma
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, China
| | - Jiubo Liang
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, China
| | - Han Li
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, China
| | - Yiwei Luo
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, China
| | - Ningjia He
- State Key Laboratory of Silkworm Genome Biology, Southwest University, Chongqing, China
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138
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Zhang Z, Liu Y, Yuan L, Weber E, van Kleunen M. Effect of allelopathy on plant performance: a meta‐analysis. Ecol Lett 2020; 24:348-362. [DOI: 10.1111/ele.13627] [Citation(s) in RCA: 53] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Revised: 07/19/2020] [Accepted: 09/27/2020] [Indexed: 12/24/2022]
Affiliation(s)
- Zhijie Zhang
- Ecology Department of Biology University of Konstanz Konstanz78464Germany
| | - Yanjie Liu
- Key Laboratory of Wetland Ecology and Environment Northeast Institute of Geography and AgroecologyChinese Academy Sciences Changchun130102China
| | - Ling Yuan
- Zhejiang Provincial Key Laboratory of Plant Evolutionary Ecology and Conservation Taizhou University Taizhou318000China
| | - Ewald Weber
- Department of Biodiversity Research Institute of Biochemistry and BiologyUniversity of Potsdam Potsdam14469Germany
| | - Mark van Kleunen
- Ecology Department of Biology University of Konstanz Konstanz78464Germany
- Zhejiang Provincial Key Laboratory of Plant Evolutionary Ecology and Conservation Taizhou University Taizhou318000China
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139
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An Integrated Analytical Approach Reveals Trichome Acylsugar Metabolite Diversity in the Wild Tomato Solanum pennellii. Metabolites 2020; 10:metabo10100401. [PMID: 33050231 PMCID: PMC7599763 DOI: 10.3390/metabo10100401] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Revised: 09/29/2020] [Accepted: 10/03/2020] [Indexed: 12/12/2022] Open
Abstract
Acylsugars constitute an abundant class of pest- and pathogen-protective Solanaceae family plant-specialized metabolites produced in secretory glandular trichomes. Solanum pennellii produces copious triacylated sucrose and glucose esters, and the core biosynthetic pathway producing these compounds was previously characterized. We performed untargeted metabolomic analysis of S. pennellii surface metabolites from accessions spanning the species range, which indicated geographic trends in the acylsugar profile and revealed two compound classes previously undescribed from this species, tetraacylglucoses and flavonoid aglycones. A combination of ultrahigh-performance liquid chromatography–high resolution mass spectrometry (UHPLC–HR-MS) and NMR spectroscopy identified variations in the number, length, and branching pattern of acyl chains, and the proportion of sugar cores in acylsugars among accessions. The new dimensions of acylsugar variation revealed by this analysis further indicate variation in the biosynthetic and degradative pathways responsible for acylsugar accumulation. These findings provide a starting point for deeper investigation of acylsugar biosynthesis, an understanding of which can be exploited through crop breeding or metabolic engineering strategies to improve the endogenous defenses of crop plants.
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140
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Thielen PM, Pendleton AL, Player RA, Bowden KV, Lawton TJ, Wisecaver JH. Reference Genome for the Highly Transformable Setaria viridis ME034V. G3 (BETHESDA, MD.) 2020; 10:3467-3478. [PMID: 32694197 PMCID: PMC7534418 DOI: 10.1534/g3.120.401345] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Accepted: 07/16/2020] [Indexed: 12/22/2022]
Abstract
Setaria viridis (green foxtail) is an important model system for improving cereal crops due to its diploid genome, ease of cultivation, and use of C4 photosynthesis. The S. viridis accession ME034V is exceptionally transformable, but the lack of a sequenced genome for this accession has limited its utility. We present a 397 Mb highly contiguous de novo assembly of ME034V using ultra-long nanopore sequencing technology (read N50 = 41kb). We estimate that this genome is largely complete based on our updated k-mer based genome size estimate of 401 Mb for S. viridis Genome annotation identified 37,908 protein-coding genes and >300k repetitive elements comprising 46% of the genome. We compared the ME034V assembly with two other previously sequenced Setaria genomes as well as to a diversity panel of 235 S. viridis accessions. We found the genome assemblies to be largely syntenic, but numerous unique polymorphic structural variants were discovered. Several ME034V deletions may be associated with recent retrotransposition of copia and gypsy LTR repeat families, as evidenced by their low genotype frequencies in the sampled population. Lastly, we performed a phylogenomic analysis to identify gene families that have expanded in Setaria, including those involved in specialized metabolism and plant defense response. The high continuity of the ME034V genome assembly validates the utility of ultra-long DNA sequencing to improve genetic resources for emerging model organisms. Structural variation present in Setaria illustrates the importance of obtaining the proper genome reference for genetic experiments. Thus, we anticipate that the ME034V genome will be of significant utility for the Setaria research community.
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Affiliation(s)
- Peter M Thielen
- Johns Hopkins University Applied Physics Laboratory, Laurel, Maryland 20723
| | - Amanda L Pendleton
- Department of Biochemistry, Purdue University, West Lafayette, Indiana 47907
- Purdue Center for Plant Biology, Purdue University, West Lafayette, Indiana 47907
| | - Robert A Player
- Johns Hopkins University Applied Physics Laboratory, Laurel, Maryland 20723
| | - Kenneth V Bowden
- Johns Hopkins University Applied Physics Laboratory, Laurel, Maryland 20723
| | - Thomas J Lawton
- Johns Hopkins University Applied Physics Laboratory, Laurel, Maryland 20723
| | - Jennifer H Wisecaver
- Department of Biochemistry, Purdue University, West Lafayette, Indiana 47907
- Purdue Center for Plant Biology, Purdue University, West Lafayette, Indiana 47907
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141
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Torres-Fajardo RA, González-Pech PG, Sandoval-Castro CA, Torres-Acosta JFDJ. Small Ruminant Production Based on Rangelands to Optimize Animal Nutrition and Health: Building an Interdisciplinary Approach to Evaluate Nutraceutical Plants. Animals (Basel) 2020; 10:E1799. [PMID: 33023017 PMCID: PMC7601357 DOI: 10.3390/ani10101799] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 09/16/2020] [Accepted: 09/30/2020] [Indexed: 12/12/2022] Open
Abstract
The plant kingdom can influence the productivity and health of herbivores at different levels. However, demonstrating this process in a scientific manner entails substantial endeavors from different disciplines. In the present review, we will describe the features of a native vegetation system traditionally used by small ruminants and use its particularities to build an interdisciplinary approach to evaluate the nutraceutical properties of plants. Initially, we will establish the context of the low deciduous forest (LDF), considering some botanical and nutritional aspects, as well as the presence of plant secondary compounds (PSC) and gastrointestinal nematodes (GIN). Furthermore, we will focus on coevolutionary aspects that undoubtedly shaped the plants-nutrients-PSC-GIN-herbivore relationship. In addition, the concept of nutraceutical will be discussed to provide clarity and aspects to be considered for their evaluation. Then, ethological, agronomical, nutritional, PSC, parasitological and animal species issues are deepened placing emphasis on methodological approaches. Special focus is given to condensed tannins, as they are the fourth largest group of PSCs and the most studied in livestock sciences. Validation of the nutraceutical properties of plants from native vegetation systems should be seen as a process derived from many scientific disciplines that feed into each other in a cyclic manner.
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Affiliation(s)
| | | | - Carlos Alfredo Sandoval-Castro
- Facultad de Medicina Veterinaria y Zootecnia, Universidad Autónoma de Yucatán, Mérida 97000, Yucatán, Mexico; (R.A.T.-F.); (P.G.G.-P.); (J.F.d.J.T.-A.)
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142
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Yuan L, Grotewold E. Plant specialized metabolism. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2020; 298:110579. [PMID: 32771140 DOI: 10.1016/j.plantsci.2020.110579] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Affiliation(s)
- Ling Yuan
- Department of Plant and Soil Sciences, Kentucky Tobacco Research & Development Center, University of Kentucky, Lexington, KY, 40546, USA
| | - Erich Grotewold
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI, 48824, USA.
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143
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Kim YC, Choi D, Cha A, Lee YG, Baek NI, Rimal S, Sang J, Lee Y, Lee S. Critical enzymes for biosynthesis of cucurbitacin derivatives in watermelon and their biological significance. Commun Biol 2020; 3:444. [PMID: 32796947 PMCID: PMC7429850 DOI: 10.1038/s42003-020-01170-2] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Accepted: 07/22/2020] [Indexed: 12/14/2022] Open
Abstract
Various cucurbitacins have been isolated, and their structures have been elucidated. Owing to their economic potential and importance as active pharmacological compounds, their cytotoxicity in various cancer cells has been assessed. Here, we mined several candidate genes with potential involvement in cucurbitacin biosynthesis in watermelon (Citrullus lanatus) and performed in vitro enzymatic assays and instrumental analyses using various substrates to identify cucurbitacin functions and products. Enzymatic activities of two acetyltransferases (ACTs) and one UDP-glucosyltransferase (UGT) against cucurbitacins were confirmed, resulting in the synthesis of novel cucurbitacins in vivo and/or in vitro to our knowledge. As ACTs and UGT are involved in the dynamic conversion of cucurbitacins by catalyzing acetylation and glucosylation at moieties in the cucurbitacins skeleton, these findings improve our knowledge on how these genes contribute to the diversity of cucurbitacins. Kim et al. use RNAseq of two watermelons to select candidate genes coding for enzymes that catalyze modifications of cucurbitacins. They characterise four of the 16 candidate enzymes (3 different acetyltransferases and one UDP-glucosyltransferase) by HPLC, LC-MS, NMR, and in vitro enzymatic assay. They further show with in vivo assay in Drosophila, that acetylation of cucurbitacin increases neuronal activity in insects.
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Affiliation(s)
- Young-Cheon Kim
- Department of Bioindustry and Bioresource Engineering, Sejong University, Seoul, 05006, Korea
| | - Daeun Choi
- Department of Bioindustry and Bioresource Engineering, Sejong University, Seoul, 05006, Korea
| | - Ahra Cha
- Department of Bioindustry and Bioresource Engineering, Sejong University, Seoul, 05006, Korea
| | - Yeong-Geun Lee
- Department of Oriental Medicinal Biotechnology, Kyung Hee University, Gyeonggi-do, 17104, Korea
| | - Nam-In Baek
- Department of Oriental Medicinal Biotechnology, Kyung Hee University, Gyeonggi-do, 17104, Korea
| | - Suman Rimal
- Department of Bio and Fermentation Convergence Technology, BK21PLUS Project, Kookmin University, Seoul, 02707, Korea
| | - Jiun Sang
- Department of Bio and Fermentation Convergence Technology, BK21PLUS Project, Kookmin University, Seoul, 02707, Korea
| | - Youngseok Lee
- Department of Bio and Fermentation Convergence Technology, BK21PLUS Project, Kookmin University, Seoul, 02707, Korea
| | - Sanghyeob Lee
- Department of Bioindustry and Bioresource Engineering, Sejong University, Seoul, 05006, Korea. .,Plant Engineering Research Institute, Sejong University, Seoul, 05006, Korea.
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144
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Gaynor ML, Lim-Hing S, Mason CM. Impact of genome duplication on secondary metabolite composition in non-cultivated species: a systematic meta-analysis. ANNALS OF BOTANY 2020; 126:363-376. [PMID: 32504537 PMCID: PMC7424755 DOI: 10.1093/aob/mcaa107] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Accepted: 06/02/2020] [Indexed: 05/05/2023]
Abstract
BACKGROUND AND AIMS Whole-genome duplication is known to influence ecological interactions and plant physiology; however, despite abundant case studies, much is still unknown about the typical impact of genome duplication on plant secondary metabolites (PSMs). In this study, we assessed the impact of polyploidy events on PSM characteristics in non-cultivated plants. METHODS We conducted a systematic review and meta-analysis to compare composition and concentration of PSMs among closely related plant species or species complexes differing in ploidy level. KEY RESULTS We assessed 53 studies that focus on PSMs among multiple cytotypes, of which only 14 studies compared concentration quantitatively among cytotypes. We found that whole-genome duplication can have a significant effect on PSM concentration; however, these effects are highly inconsistent. CONCLUSION Overall, there was no consistent effect of whole-genome duplication on PSM concentrations or profiles.
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Affiliation(s)
- Michelle L Gaynor
- Department of Biology, University of Central Florida, Orlando, FL, USA
- Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
- Department of Biology, University of Florida, Gainesville, FL, USA
| | - Simone Lim-Hing
- Department of Biology, University of Central Florida, Orlando, FL, USA
- Department of Plant Biology, University of Georgia, Athens, GA, USA
| | - Chase M Mason
- Department of Biology, University of Central Florida, Orlando, FL, USA
- For correspondence. E-mail
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145
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Sheehan H, Feng T, Walker‐Hale N, Lopez‐Nieves S, Pucker B, Guo R, Yim WC, Badgami R, Timoneda A, Zhao L, Tiley H, Copetti D, Sanderson MJ, Cushman JC, Moore MJ, Smith SA, Brockington SF. Evolution of l-DOPA 4,5-dioxygenase activity allows for recurrent specialisation to betalain pigmentation in Caryophyllales. THE NEW PHYTOLOGIST 2020; 227:914-929. [PMID: 31369159 PMCID: PMC7384185 DOI: 10.1111/nph.16089] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2019] [Accepted: 07/22/2019] [Indexed: 05/03/2023]
Abstract
The evolution of l-DOPA 4,5-dioxygenase activity, encoded by the gene DODA, was a key step in the origin of betalain biosynthesis in Caryophyllales. We previously proposed that l-DOPA 4,5-dioxygenase activity evolved via a single Caryophyllales-specific neofunctionalisation event within the DODA gene lineage. However, this neofunctionalisation event has not been confirmed and the DODA gene lineage exhibits numerous gene duplication events, whose evolutionary significance is unclear. To address this, we functionally characterised 23 distinct DODA proteins for l-DOPA 4,5-dioxygenase activity, from four betalain-pigmented and five anthocyanin-pigmented species, representing key evolutionary transitions across Caryophyllales. By mapping these functional data to an updated DODA phylogeny, we then explored the evolution of l-DOPA 4,5-dioxygenase activity. We find that low l-DOPA 4,5-dioxygenase activity is distributed across the DODA gene lineage. In this context, repeated gene duplication events within the DODA gene lineage give rise to polyphyletic occurrences of elevated l-DOPA 4,5-dioxygenase activity, accompanied by convergent shifts in key functional residues and distinct genomic patterns of micro-synteny. In the context of an updated organismal phylogeny and newly inferred pigment reconstructions, we argue that repeated convergent acquisition of elevated l-DOPA 4,5-dioxygenase activity is consistent with recurrent specialisation to betalain synthesis in Caryophyllales.
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Affiliation(s)
- Hester Sheehan
- Department of Plant SciencesUniversity of CambridgeTennis Court RoadCambridgeCB2 3EAUK
| | - Tao Feng
- Department of Plant SciencesUniversity of CambridgeTennis Court RoadCambridgeCB2 3EAUK
- CAS Key Laboratory of Plant Germplasm Enhancement and Specialty AgricultureWuhan Botanical GardenChinese Academy of SciencesWuhan430074China
| | - Nathanael Walker‐Hale
- Department of Plant SciencesUniversity of CambridgeTennis Court RoadCambridgeCB2 3EAUK
| | - Samuel Lopez‐Nieves
- Department of Plant SciencesUniversity of CambridgeTennis Court RoadCambridgeCB2 3EAUK
| | - Boas Pucker
- Department of Plant SciencesUniversity of CambridgeTennis Court RoadCambridgeCB2 3EAUK
- CeBiTec & Faculty of BiologyBielefeld UniversityUniversitaetsstrasseBielefeld33615Germany
| | - Rui Guo
- Department of Plant SciencesUniversity of CambridgeTennis Court RoadCambridgeCB2 3EAUK
- CAS Key Laboratory of Plant Germplasm Enhancement and Specialty AgricultureWuhan Botanical GardenChinese Academy of SciencesWuhan430074China
- College of Life SciencesUniversity of Chinese Academy of SciencesBeijing100049China
| | - Won C. Yim
- Department of Biochemistry and Molecular BiologyUniversity of NevadaRenoNV89577USA
| | - Roshani Badgami
- Department of Plant SciencesUniversity of CambridgeTennis Court RoadCambridgeCB2 3EAUK
| | - Alfonso Timoneda
- Department of Plant SciencesUniversity of CambridgeTennis Court RoadCambridgeCB2 3EAUK
| | - Lijun Zhao
- Department of Ecology and Evolutionary BiologyUniversity of MichiganAnn ArborMI48109USA
| | - Helene Tiley
- Department of BiologyOberlin CollegeScience Center K111OberlinOH44074USA
| | - Dario Copetti
- Arizona Genomics Institute, School of Plant Sciences, University of ArizonaTucsonAZ85721USA
- Molecular Plant BreedingInstitute of Agricultural SciencesETH Zurich, Universitaetstrasse 28092ZurichSwitzerland
- Department of Evolutionary Biology and Environmental StudiesUniversity of ZurichWinterthurerstrasse 1908057ZurichSwitzerland
| | - Michael J. Sanderson
- Department of Ecology and Evolutionary BiologyUniversity of Arizona1041 E. Lowell St.TucsonAZ85721USA
| | - John C. Cushman
- Department of Biochemistry and Molecular BiologyUniversity of NevadaRenoNV89577USA
| | - Michael J. Moore
- Department of BiologyOberlin CollegeScience Center K111OberlinOH44074USA
| | - Stephen A. Smith
- Department of Ecology and Evolutionary BiologyUniversity of MichiganAnn ArborMI48109USA
| | - Samuel F. Brockington
- Department of Plant SciencesUniversity of CambridgeTennis Court RoadCambridgeCB2 3EAUK
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146
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Lai D, Maimann AB, Macea E, Ocampo CH, Cardona G, Pičmanová M, Darbani B, Olsen CE, Debouck D, Raatz B, Møller BL, Rook F. Biosynthesis of cyanogenic glucosides in Phaseolus lunatus and the evolution of oxime-based defenses. PLANT DIRECT 2020; 4:e00244. [PMID: 32775954 PMCID: PMC7402084 DOI: 10.1002/pld3.244] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2019] [Revised: 05/22/2020] [Accepted: 07/01/2020] [Indexed: 05/13/2023]
Abstract
Lima bean, Phaseolus lunatus, is a crop legume that produces the cyanogenic glucosides linamarin and lotaustralin. In the legumes Lotus japonicus and Trifolium repens, the biosynthesis of these two α-hydroxynitrile glucosides involves cytochrome P450 enzymes of the CYP79 and CYP736 families and a UDP-glucosyltransferase. Here, we identify CYP79D71 as the first enzyme of the pathway in P. lunatus, producing oximes from valine and isoleucine. A second CYP79 family member, CYP79D72, was shown to catalyze the formation of leucine-derived oximes, which act as volatile defense compounds in Phaseolus spp. The organization of the biosynthetic genes for cyanogenic glucosides in a gene cluster aided their identification in L. japonicus. In the available genome sequence of P. vulgaris, the gene orthologous to CYP79D71 is adjacent to a member of the CYP83 family. Although P. vulgaris is not cyanogenic, it does produce oximes as volatile defense compounds. We cloned the genes encoding two CYP83s (CYP83E46 and CYP83E47) and a UDP-glucosyltransferase (UGT85K31) from P. lunatus, and these genes combined form a complete biosynthetic pathway for linamarin and lotaustralin in Lima bean. Within the genus Phaseolus, the occurrence of linamarin and lotaustralin as functional chemical defense compounds appears restricted to species belonging to the closely related Polystachios and Lunatus groups. A preexisting ability to produce volatile oximes and nitriles likely facilitated evolution of cyanogenesis within the Phaseolus genus.
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Affiliation(s)
- Daniela Lai
- Plant Biochemistry LaboratoryDepartment of Plant and Environmental SciencesUniversity of CopenhagenFrederiksbergDenmark
- VILLUM Center for Plant PlasticityUniversity of CopenhagenFrederiksbergDenmark
| | - Alexandra B. Maimann
- Plant Biochemistry LaboratoryDepartment of Plant and Environmental SciencesUniversity of CopenhagenFrederiksbergDenmark
- VILLUM Center for Plant PlasticityUniversity of CopenhagenFrederiksbergDenmark
| | - Eliana Macea
- International Center for Tropical AgricultureCaliColombia
| | | | | | - Martina Pičmanová
- Plant Biochemistry LaboratoryDepartment of Plant and Environmental SciencesUniversity of CopenhagenFrederiksbergDenmark
- VILLUM Center for Plant PlasticityUniversity of CopenhagenFrederiksbergDenmark
| | - Behrooz Darbani
- Plant Biochemistry LaboratoryDepartment of Plant and Environmental SciencesUniversity of CopenhagenFrederiksbergDenmark
- VILLUM Center for Plant PlasticityUniversity of CopenhagenFrederiksbergDenmark
- Present address:
The Novo Nordisk Foundation Center for BiosustainabilityTechnical University of DenmarkLyngbyDenmark
| | - Carl Erik Olsen
- Plant Biochemistry LaboratoryDepartment of Plant and Environmental SciencesUniversity of CopenhagenFrederiksbergDenmark
- VILLUM Center for Plant PlasticityUniversity of CopenhagenFrederiksbergDenmark
| | - Daniel Debouck
- International Center for Tropical AgricultureCaliColombia
| | - Bodo Raatz
- International Center for Tropical AgricultureCaliColombia
| | - Birger Lindberg Møller
- Plant Biochemistry LaboratoryDepartment of Plant and Environmental SciencesUniversity of CopenhagenFrederiksbergDenmark
- VILLUM Center for Plant PlasticityUniversity of CopenhagenFrederiksbergDenmark
| | - Fred Rook
- Plant Biochemistry LaboratoryDepartment of Plant and Environmental SciencesUniversity of CopenhagenFrederiksbergDenmark
- VILLUM Center for Plant PlasticityUniversity of CopenhagenFrederiksbergDenmark
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147
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Moore BM, Wang P, Fan P, Lee A, Leong B, Lou YR, Schenck CA, Sugimoto K, Last R, Lehti-Shiu MD, Barry CS, Shiu SH. Within- and cross-species predictions of plant specialized metabolism genes using transfer learning. IN SILICO PLANTS 2020; 2:diaa005. [PMID: 33344884 PMCID: PMC7731531 DOI: 10.1093/insilicoplants/diaa005] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Accepted: 07/21/2020] [Indexed: 06/12/2023]
Abstract
Plant specialized metabolites mediate interactions between plants and the environment and have significant agronomical/pharmaceutical value. Most genes involved in specialized metabolism (SM) are unknown because of the large number of metabolites and the challenge in differentiating SM genes from general metabolism (GM) genes. Plant models like Arabidopsis thaliana have extensive, experimentally derived annotations, whereas many non-model species do not. Here we employed a machine learning strategy, transfer learning, where knowledge from A. thaliana is transferred to predict gene functions in cultivated tomato with fewer experimentally annotated genes. The first tomato SM/GM prediction model using only tomato data performs well (F-measure = 0.74, compared with 0.5 for random and 1.0 for perfect predictions), but from manually curating 88 SM/GM genes, we found many mis-predicted entries were likely mis-annotated. When the SM/GM prediction models built with A. thaliana data were used to filter out genes where the A. thaliana-based model predictions disagreed with tomato annotations, the new tomato model trained with filtered data improved significantly (F-measure = 0.92). Our study demonstrates that SM/GM genes can be better predicted by leveraging cross-species information. Additionally, our findings provide an example for transfer learning in genomics where knowledge can be transferred from an information-rich species to an information-poor one.
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Affiliation(s)
- Bethany M Moore
- Department of Plant Biology, Michigan State University, East Lansing, MI, USA
- Ecology, Evolutionary Biology, and Behavior Program, Michigan State University, East Lansing, MI, USA
| | - Peipei Wang
- Department of Plant Biology, Michigan State University, East Lansing, MI, USA
| | - Pengxiang Fan
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI, USA
| | - Aaron Lee
- Department of Biology, The College of New Jersey, Ewing, NJ, USA
| | - Bryan Leong
- Department of Plant Biology, Michigan State University, East Lansing, MI, USA
| | - Yann-Ru Lou
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI, USA
| | - Craig A Schenck
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI, USA
| | - Koichi Sugimoto
- MSU-DOE Plant Research Laboratory, Michigan State University, East Lansing, MI, USA
- Science Research Center, Yamaguchi University, Yamaguchi, Japan
| | - Robert Last
- Department of Plant Biology, Michigan State University, East Lansing, MI, USA
- Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI, USA
| | | | - Cornelius S Barry
- Department of Horticulture, Michigan State University, East Lansing, MI, USA
| | - Shin-Han Shiu
- Department of Plant Biology, Michigan State University, East Lansing, MI, USA
- Ecology, Evolutionary Biology, and Behavior Program, Michigan State University, East Lansing, MI, USA
- Department of Computational Mathematics, Science and Engineering, Michigan State University, East Lansing, MI
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148
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Fan P, Wang P, Lou YR, Leong BJ, Moore BM, Schenck CA, Combs R, Cao P, Brandizzi F, Shiu SH, Last RL. Evolution of a plant gene cluster in Solanaceae and emergence of metabolic diversity. eLife 2020; 9:e56717. [PMID: 32613943 PMCID: PMC7386920 DOI: 10.7554/elife.56717] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2020] [Accepted: 07/01/2020] [Indexed: 12/15/2022] Open
Abstract
Plants produce phylogenetically and spatially restricted, as well as structurally diverse specialized metabolites via multistep metabolic pathways. Hallmarks of specialized metabolic evolution include enzymatic promiscuity and recruitment of primary metabolic enzymes and examples of genomic clustering of pathway genes. Solanaceae glandular trichomes produce defensive acylsugars, with sidechains that vary in length across the family. We describe a tomato gene cluster on chromosome 7 involved in medium chain acylsugar accumulation due to trichome specific acyl-CoA synthetase and enoyl-CoA hydratase genes. This cluster co-localizes with a tomato steroidal alkaloid gene cluster and is syntenic to a chromosome 12 region containing another acylsugar pathway gene. We reconstructed the evolutionary events leading to this gene cluster and found that its phylogenetic distribution correlates with medium chain acylsugar accumulation across the Solanaceae. This work reveals insights into the dynamics behind gene cluster evolution and cell-type specific metabolite diversity.
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Affiliation(s)
- Pengxiang Fan
- Department of Biochemistry and Molecular Biology, Michigan State UniversityEast LansingUnited States
| | - Peipei Wang
- Department of Plant Biology, Michigan State UniversityEast LansingUnited States
| | - Yann-Ru Lou
- Department of Biochemistry and Molecular Biology, Michigan State UniversityEast LansingUnited States
| | - Bryan J Leong
- Department of Plant Biology, Michigan State UniversityEast LansingUnited States
| | - Bethany M Moore
- Department of Plant Biology, Michigan State UniversityEast LansingUnited States
- University of WisconsinMadisonUnited States
| | - Craig A Schenck
- Department of Biochemistry and Molecular Biology, Michigan State UniversityEast LansingUnited States
| | - Rachel Combs
- Division of Biological Sciences, University of MissouriColumbusUnited States
| | - Pengfei Cao
- Department of Plant Biology, Michigan State UniversityEast LansingUnited States
- MSU-DOE Plant Research Laboratory, Michigan State UniversityEast LansingUnited States
| | - Federica Brandizzi
- Department of Plant Biology, Michigan State UniversityEast LansingUnited States
- MSU-DOE Plant Research Laboratory, Michigan State UniversityEast LansingUnited States
| | - Shin-Han Shiu
- Department of Plant Biology, Michigan State UniversityEast LansingUnited States
- Department of Computational Mathematics, Science, and Engineering, Michigan State UniversityEast LansingUnited States
| | - Robert L Last
- Department of Biochemistry and Molecular Biology, Michigan State UniversityEast LansingUnited States
- Department of Plant Biology, Michigan State UniversityEast LansingUnited States
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149
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Corso M, Perreau F, Mouille G, Lepiniec L. Specialized phenolic compounds in seeds: structures, functions, and regulations. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2020; 296:110471. [PMID: 32540001 DOI: 10.1016/j.plantsci.2020.110471] [Citation(s) in RCA: 57] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Revised: 03/11/2020] [Accepted: 03/13/2020] [Indexed: 05/24/2023]
Abstract
Plants produce a huge diversity of specialized metabolites (SM) throughout their life cycle that play important physiological and ecological functions. SM can protect plants and seeds against diseases, predators, and abiotic stresses, or support their interactions with beneficial or symbiotic organisms. They also have strong impacts on human nutrition and health. Despite this importance, the biosynthesis and biological functions of most of the SM remain elusive and their diversity and/or quantity have been reduced in most crops during domestication. Seeds present a large number of SM that are important for their physiological, agronomic, nutritional or industrial qualities and hence, provide interesting models for both studying biosynthesis and producing large amounts of specialized metabolites. For instance, phenolics are abundant and widely distributed in seeds. More specifically, flavonoid pathway has been instrumental for understanding environmental or developmental regulations of specialized metabolic pathways, at the molecular and cellular levels. Here, we summarize current knowledge on seed phenolics as model, and discuss how recent progresses in omics approaches could help to further characterize their diversity, regulations, and the underlying molecular mechanisms involved.
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Affiliation(s)
- Massimiliano Corso
- Institut Jean-Pierre Bourgin, Université Paris-Saclay, INRAE, AgroParisTech, 78000, Versailles, France.
| | - François Perreau
- Institut Jean-Pierre Bourgin, Université Paris-Saclay, INRAE, AgroParisTech, 78000, Versailles, France
| | - Grégory Mouille
- Institut Jean-Pierre Bourgin, Université Paris-Saclay, INRAE, AgroParisTech, 78000, Versailles, France
| | - Loïc Lepiniec
- Institut Jean-Pierre Bourgin, Université Paris-Saclay, INRAE, AgroParisTech, 78000, Versailles, France
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150
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Holzmeyer L, Hartig AK, Franke K, Brandt W, Muellner-Riehl AN, Wessjohann LA, Schnitzler J. Evaluation of plant sources for antiinfective lead compound discovery by correlating phylogenetic, spatial, and bioactivity data. Proc Natl Acad Sci U S A 2020; 117:12444-12451. [PMID: 32393619 PMCID: PMC7275773 DOI: 10.1073/pnas.1915277117] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Antibiotic resistance and viral diseases are rising around the world and are becoming major threats to global health, food security, and development. One measure that has been suggested to mitigate this crisis is the development of new antibiotics. Here, we provide a comprehensive evaluation of the phylogenetic and biogeographic patterns of antiinfective compounds from seed plants in one of the most species-rich regions on Earth and identify clades with naturally occurring substances potentially suitable for the development of new pharmaceutical compounds. Specifically, we combine taxonomic and phylogenetic data for >7,500 seed plant species from the flora of Java with >16,500 secondary metabolites and 6,255 georeferenced occurrence records to 1) identify clades in the phylogeny that are characterized by either an overrepresentation ("hot clades") or an underrepresentation ("cold clades") of antiinfective compounds and 2) assess the spatial patterns of plants with antiinfective compounds relative to total plant diversity across the region. Across the flora of Java, we identify 26 "hot clades" with plant species providing a high probability of finding antibiotic constituents. In addition, 24 "cold clades" constitute lineages with low numbers of reported activities but which have the potential to yield novel compounds. Spatial patterns of plant species and metabolite diversity are strongly correlated across Java, indicating that regions of highest species diversity afford the highest potential to discover novel natural products. Our results indicate that the combination of phylogenetic, spatial, and phytochemical information is a useful tool to guide the selection of taxa for efforts aimed at lead compound discovery.
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Affiliation(s)
- Laura Holzmeyer
- Department of Molecular Evolution and Plant Systematics & Herbarium (LZ), Institute of Biology, Leipzig University, D-04103 Leipzig, Germany
| | - Anne-Kathrin Hartig
- Department of Bioorganic Chemistry, Leibniz Institute of Plant Biochemistry, D-06120 Halle (Saale), Germany
| | - Katrin Franke
- Department of Bioorganic Chemistry, Leibniz Institute of Plant Biochemistry, D-06120 Halle (Saale), Germany
| | - Wolfgang Brandt
- Department of Bioorganic Chemistry, Leibniz Institute of Plant Biochemistry, D-06120 Halle (Saale), Germany
| | - Alexandra N Muellner-Riehl
- Department of Molecular Evolution and Plant Systematics & Herbarium (LZ), Institute of Biology, Leipzig University, D-04103 Leipzig, Germany;
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, D-04103 Leipzig, Germany
| | - Ludger A Wessjohann
- Department of Bioorganic Chemistry, Leibniz Institute of Plant Biochemistry, D-06120 Halle (Saale), Germany;
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, D-04103 Leipzig, Germany
| | - Jan Schnitzler
- Department of Molecular Evolution and Plant Systematics & Herbarium (LZ), Institute of Biology, Leipzig University, D-04103 Leipzig, Germany;
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, D-04103 Leipzig, Germany
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