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Chachar S, Ahmed N, Hu X. Future-proofing ornamental plants: Cutting-edge strategies for drought resistance and sustainability. PHYSIOLOGIA PLANTARUM 2025; 177:e70255. [PMID: 40325615 DOI: 10.1111/ppl.70255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/20/2025] [Revised: 04/10/2025] [Accepted: 04/15/2025] [Indexed: 05/07/2025]
Abstract
Drought stress presents a significant challenge to ornamental horticulture, affecting plant growth, aesthetic qualities, and overall resilience. As the demand for aesthetically pleasing and sustainable landscapes continues to rise, the development of drought-resistant ornamental plants becomes increasingly critical. While traditional breeding methods are effective, they are time-consuming and labor-intensive, necessitating the integration of advanced technologies to accelerate the creation of resilient cultivars. Despite significant progress in understanding plant responses to drought stress, a gap remains in effectively translating this knowledge into practical breeding strategies for ornamental species. This review synthesizes recent advances in understanding the multifaceted impact of drought stress on ornamental plants, focusing on its effects on plant morphology, physiology, biochemical processes, and aesthetic value. We explore key physiological adaptations, including alterations in morphology, metabolism, and biochemical pathways, as well as molecular responses involving phytohormones, transcription factors, and epigenetic regulation. Additionally, we discuss cutting-edge technologies such as CRISPR/Cas9, synthetic biology, and digital phenotyping, which offer promising strategies for developing drought-tolerant ornamental cultivars. Epigenetic modifications, including DNA methylation and histone alterations, provide plants with the ability to "remember" past stress events, enhancing future resilience. The integration of multi-omics approaches, advanced breeding techniques, and digital tools accelerates the identification of key drought-responsive genes and traits. Finally, we highlight the future directions for ornamental horticulture, focusing on the potential of epigenetic engineering, synthetic biology, and high-throughput phenotyping to create more resilient and aesthetically pleasing plants. These innovative approaches can contribute to sustainable horticultural practices and enhance the aesthetic and ecological value of ornamental plants in a changing climate.
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Affiliation(s)
- Sadaruddin Chachar
- College of Horticulture and Landscape Architecture, Zhongkai University of Agriculture & Engineering, Guangzhou, China
| | - Nazir Ahmed
- College of Horticulture and Landscape Architecture, Zhongkai University of Agriculture & Engineering, Guangzhou, China
| | - Xiu Hu
- College of Horticulture and Landscape Architecture, Zhongkai University of Agriculture & Engineering, Guangzhou, China
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2
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Alves V, Zamith-Miranda D, Frases S, Nosanchuk JD. Fungal Metabolomics: A Comprehensive Approach to Understanding Pathogenesis in Humans and Identifying Potential Therapeutics. J Fungi (Basel) 2025; 11:93. [PMID: 39997385 PMCID: PMC11856446 DOI: 10.3390/jof11020093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2024] [Revised: 01/13/2025] [Accepted: 01/22/2025] [Indexed: 02/26/2025] Open
Abstract
Metabolomics has emerged as a transformative tool in the study of microbes, including pathogenic fungi, facilitating the identification of unique metabolic profiles that elucidate their pathogenic mechanisms, host interactions, and treatment resistance. This review highlights key applications of metabolomics in understanding fungal metabolites essential for human virulence, such as mycotoxins produced by various fungal species, including Aspergillus fumigatus (gliotoxin, fumagillins) and Candida species (phenylethyl alcohol, TCA cycle metabolites), and secondary metabolites that contribute to pathogenicity. It also explores the metabolic adaptations of fungi in relation to drug resistance and biofilm formation, revealing alterations in key metabolic pathways during infection, as seen in C. albicans and C. auris. Furthermore, metabolomics aids in deciphering host-pathogen interactions, showcasing how fungi like Cryptococcus neoformans and Candida modify host metabolism to promote survival and evade immune responses. The study of antifungal resistance mechanisms has also benefited from metabolomic approaches, identifying specific metabolite patterns that signify resistance, such as in Candida albicans and Candidozyma (Candida) auris, and informing new therapeutic strategies. The integration of metabolomics with other omics technologies is paving the way for a comprehensive understanding of fungal biology and pathogenesis. Such multi-omics approaches are crucial for discovering new therapeutic targets and developing innovative antifungal treatments. Thus, the purpose of this review is to provide an overview of how metabolomics is revolutionizing our understanding of fungal pathogenesis, drug resistance, and host interactions, and to highlight its potential for identifying new therapeutic targets and improving antifungal strategies.
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Affiliation(s)
- Vinicius Alves
- Laboratório de Biofísica de Fungos, Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro 21941-902, Brazil;
| | - Daniel Zamith-Miranda
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, NY 10461, USA;
| | - Susana Frases
- Laboratório de Biofísica de Fungos, Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro 21941-902, Brazil;
- Rede Micologia RJ, Fundação de Amparo à Pesquisa do Estado do Rio de Janeiro—FAPERJ, Rio de Janeiro 21040-360, Brazil
| | - Joshua D. Nosanchuk
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, NY 10461, USA;
- Department of Medicine (Infectious Diseases), Albert Einstein College of Medicine, Bronx, NY 10461, USA
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3
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Liu Y, Zhao C, Tang X, Wang L, Guo R. Transcriptomic and Metabolomic Insights into ABA-Related Genes in Cerasus humilis under Drought Stress. Int J Mol Sci 2024; 25:7635. [PMID: 39062878 PMCID: PMC11276642 DOI: 10.3390/ijms25147635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 07/09/2024] [Accepted: 07/09/2024] [Indexed: 07/28/2024] Open
Abstract
Cerasus humilis, a small shrub of the Cerasus genus within the Rosaceae family, is native to China and renowned for its highly nutritious and medicinal fruits, robust root system, and remarkable drought resistance. This study primarily employed association transcriptome and metabolome analyses to assess changes in abscisic acid (ABA) levels and identify key regulatory genes in C. humilis subjected to varying degrees of drought stress. Notably, we observed distinct alterations in transcription factors across different drought intensities. Specifically, our transcriptome data indicated noteworthy shifts in GATA, MYB, MYC, WRKY, C2H2, and bHLH transcription factor families. Furthermore, combined transcriptomic and metabolomic investigations demonstrated significant enrichment of metabolic pathways, such as 'Carbon metabolism', 'Biosynthesis of amino acids', 'Biosynthesis of cofactors', 'Phenylpropanoid biosynthesis', 'Starch and sucrose metabolism', and 'Plant hormone signal transduction' under moderate (Mod) or severe (Sev) drought conditions. A total of 11 candidate genes involved in ABA biosynthesis and signaling pathways were identified. The down-regulated genes included secoisolariciresinol dehydrogenase-like and PYL2. Conversely, genes including FAD-dependent urate hydroxylase-like, cytochrome P450 97B2, carotenoid cleavage dioxygenase 4 (CCD4), SnRK2.2, ABI 5-like protein 5, PP2C 51, and SnRK2.3, were up-regulated under Mod or Sev drought stress. This study lays the genetic foundation for ABA biosynthesis to enhance drought tolerance and provides genetic resources for plant genetic engineering and breeding efforts.
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Affiliation(s)
| | | | | | | | - Ruixue Guo
- College of Horticulture, Jilin Agricultural University, Changchun 130118, China; (Y.L.); (C.Z.); (X.T.); (L.W.)
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4
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Lee SY, Park YM, Yoo HJ, Hong SJ. Metabolomic pathways in food allergy. Pediatr Allergy Immunol 2024; 35:e14133. [PMID: 38727629 DOI: 10.1111/pai.14133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Revised: 04/01/2024] [Accepted: 04/03/2024] [Indexed: 07/12/2024]
Abstract
Food allergy (FA) is a widespread issue, affecting as many as 10% of the population. Over the past two to three decades, the prevalence of FA has been on the rise, particularly in industrialized and westernized countries. FA is a complex, multifactorial disease mediated by type 2 immune responses and involving environmental and genetic factors. However, the precise mechanisms remain inadequately understood. Metabolomics has the potential to identify disease endotypes, which could beneficially promote personalized prevention and treatment. A metabolome approach would facilitate the identification of surrogate metabolite markers reflecting the disease activity and prognosis. Here, we present a literature overview of recent metabolomic studies conducted on children with FA.
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Affiliation(s)
| | - Yoon Mee Park
- Asan Institute for Life Sciences, University of Ulsan College of Medicine, Seoul, Korea
| | - Hyun Ju Yoo
- Department of Convergence Medicine, Asan Institute for Life Sciences, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Soo-Jong Hong
- Department of Pediatrics, Childhood Respiratory Allergy Center, Humidifier Disinfectant Health Center, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
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Terletskaya NV, Mamirova A, Ashimuly K, Vibe YP, Krekova YA. Anatomical and Metabolome Features of Haloxylon aphyllum and Haloxylon persicum Elucidate the Resilience against Gall-Forming Insects. Int J Mol Sci 2024; 25:4738. [PMID: 38731957 PMCID: PMC11084765 DOI: 10.3390/ijms25094738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 04/24/2024] [Accepted: 04/24/2024] [Indexed: 05/13/2024] Open
Abstract
Globally, gall-forming insects significantly contribute to the degradation of desert ecosystems. Recent studies have demonstrated that Haloxylon persicum suffers less damage from gall-formers compared to Haloxylon aphyllum. However, the mechanisms driving the long-term metabolic responses of these species to gall-forming biotic stress in their natural environment remain unclear. The current study comparatively analyzes the anatomical features and metabolomic changes in H. aphyllum and H. persicum damaged by gall-forming insects. This research aimed to uncover potential metabolic tolerance mechanisms through GC-MS analysis. The study findings indicate that gall-forming insects cause a reduction in nearly all the anatomical structures of Haloxylon shoots, with the effects being less severe in H. persicum than in H. aphyllum. Thus, the metabolic pathways responsible for the biosynthesis of biologically active substances that enhance resistance to gall inducers were different, specifically in H. aphyllum-the biosynthesis of fatty acids (+their derivatives) and γ-tocopherol (vitamin E) and H. persicum-the biosynthesis of fatty acids (+their derivatives), dialkyl ethers, carbohydrates (+their derivatives), aromatic acid derivatives, phytosterols, γ-tocopherol (vitamin E), phenols, and terpenoids. The results suggest that the modulation of metabolic pathways under biotic stress plays a crucial role in the enhanced survival and growth of H. persicum.
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Affiliation(s)
- Nina V. Terletskaya
- Faculty of Biology and Biotechnology, Al-Farabi Kazakh National University, Al-Farabi 71, Almaty 050040, Kazakhstan;
- Institute of Genetic and Physiology, Al-Farabi 93, Almaty 050040, Kazakhstan
| | - Aigerim Mamirova
- Institute of Genetic and Physiology, Al-Farabi 93, Almaty 050040, Kazakhstan
| | - Kazhybek Ashimuly
- Faculty of Biology and Biotechnology, Al-Farabi Kazakh National University, Al-Farabi 71, Almaty 050040, Kazakhstan;
- Institute of Genetic and Physiology, Al-Farabi 93, Almaty 050040, Kazakhstan
| | - Yekaterina P. Vibe
- A.N. Bukeikhan Kazakh Research Institute of Forestry and Agroforestry, Kirov 58, Shchuchinsk 021704, Kazakhstan; (Y.P.V.); (Y.A.K.)
| | - Yana A. Krekova
- A.N. Bukeikhan Kazakh Research Institute of Forestry and Agroforestry, Kirov 58, Shchuchinsk 021704, Kazakhstan; (Y.P.V.); (Y.A.K.)
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Xiao F, Zhao Y, Wang X, Jian X, Yang Y. Physiological responses to drought stress of three pine species and comparative transcriptome analysis of Pinus yunnanensis var. pygmaea. BMC Genomics 2024; 25:281. [PMID: 38493093 PMCID: PMC10944613 DOI: 10.1186/s12864-024-10205-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Accepted: 03/08/2024] [Indexed: 03/18/2024] Open
Abstract
Drought stress can significantly affect plant growth, development, and yield. Fewer comparative studies have been conducted between different species of pines, particularly involving Pinus yunnanensis var. pygmaea (P. pygmaea). In this study, the physiological indices, photosynthetic pigment and related antioxidant enzyme changes in needles from P. pygmaea, P. elliottii and P. massoniana under drought at 0, 7, 14, 21, 28 and 35 d, as well as 7 days after rehydration, were measured. The PacBio single-molecule real-time (SMRT) and Illumina RNA sequencing were used to uncover the gene expression differences in P. pygmaea under drought and rehydration conditions. The results showed that the total antioxidant capacity (TAOC) of P. pygmaea was significantly higher than P. massoniana and P. elliottii. TAOC showed a continuous increase trend across all species. Soluble sugar (SS), starch content and non-structural carbohydrate (NSC) of all three pines displayed a "W" pattern, declining initially, increasing, and then decreasing again. P. pygmaea exhibits stronger drought tolerance and greater recovery ability under prolonged drought conditions. Through the PacBio SMRT-seq, a total of 50,979 high-quality transcripts were generated, and 6,521 SSR and 5,561 long non-coding RNAs (LncRNAs) were identified. A total of 2310, 1849, 5271, 5947, 7710, and 6854 differentially expressed genes (DEGs) were identified compared to the control (Pp0D) in six pair-wise comparisons of treatment versus control. bHLH, NAC, ERF, MYB_related, C3H transcription factors (TFs) play an important role in drought tolerance of P. pygmaea. KEGG enrichment analysis and Gene set enrichment analysis (GSEA) analysis showed that P. pygmaea may respond to drought by enhancing metabolic processes such as ABA signaling pathway, alpha-linolenic acid. Weighted gene co-expression network analysis (WGCNA) revealed GST, CAT, LEC14B, SEC23 were associated with antioxidant enzyme activity and TAOC. This study provides a basis for further research on drought tolerance differences among coniferous species.
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Affiliation(s)
- Feng Xiao
- Institute for Forest Resources and Environment of Guizhou, Key Laboratory of Forest Cultivation in Plateau Mountain of Guizhou Province, College of Forestry, Guizhou University, Guizhou, 550025, China
| | - Yang Zhao
- Institute for Forest Resources and Environment of Guizhou, Key Laboratory of Forest Cultivation in Plateau Mountain of Guizhou Province, College of Forestry, Guizhou University, Guizhou, 550025, China.
| | - Xiurong Wang
- Institute for Forest Resources and Environment of Guizhou, Key Laboratory of Forest Cultivation in Plateau Mountain of Guizhou Province, College of Forestry, Guizhou University, Guizhou, 550025, China
| | - Xueyan Jian
- College of Continuing Education, Yanbian University, Jilin, 133002, China
| | - Yao Yang
- Institute for Forest Resources and Environment of Guizhou, Key Laboratory of Forest Cultivation in Plateau Mountain of Guizhou Province, College of Forestry, Guizhou University, Guizhou, 550025, China
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Wu C, Yang Y, Wang Y, Zhang W, Sun H. Colonization of root endophytic fungus Serendipita indica improves drought tolerance of Pinus taeda seedlings by regulating metabolome and proteome. Front Microbiol 2024; 15:1294833. [PMID: 38559354 PMCID: PMC10978793 DOI: 10.3389/fmicb.2024.1294833] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 02/08/2024] [Indexed: 04/04/2024] Open
Abstract
Pinus taeda is an important forest tree species for plantations because of its rapid growth and high yield of oleoresins. Although P. taeda plantations distribute in warm and wet southern China, drought, sometime serious and long time, often occurs in the region. To explore drought tolerance of P. taeda and usage of beneficial microorganisms, P. taeda seedlings were planted in pots and were inoculated with root endophytic fungus Serendipita indica and finally were treated with drought stress for 53 d. Metabolome and proteome of their needles were analyzed. The results showed that S. indica inoculation of P. taeda seedlings under drought stress caused great changes in levels of some metabolites in their needles, especially some flavonoids and organic acids. Among them, the levels of eriocitrin, trans-aconitic acid, vitamin C, uric acid, alpha-ketoglutaric acid, vitamin A, stachydrine, coumalic acid, itaconic acid, calceolarioside B, 2-oxoglutaric acid, and citric acid were upregulated more than three times in inoculated seedlings under drought stress, compared to those of non-inoculated seedlings under drought stress. KEGG analysis showed that some pathways were enriched in inoculated seedlings under drought stress, such as flavonoid biosynthesis, ascorbate and aldarate metabolism, C5-branched dibasic acid metabolism. Proteome analysis revealed some specific differential proteins. Two proteins, namely, H9X056 and H9VDW5, only appeared in the needles of inoculated seedlings under drought stress. The protein H9VNE7 was upregulated more than 11.0 times as that of non-inoculated seedlings under drought stress. In addition, S. indica inoculation increased enrichment of water deficient-inducible proteins (such as LP3-1, LP3-2, LP3-3, and dehydrins) and those involved in ribosomal structures (such as A0A385JF23). Meanwhile, under drought stress, the inoculation caused great changes in biosynthesis and metabolism pathways, mainly including phenylpropanoid biosynthesis, cutin, suberine and wax biosynthesis, and 2-oxocarboxylic acid metabolism. In addition, there were positive relationships between accumulation of some metabolites and enrichment of proteins in P. taeda under drought stress. Altogether, our results showed great changes in metabolome and proteome in inoculated seedlings under drought stress and provided a guideline to further study functions of metabolites and proteins, especially those related to drought stress.
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Affiliation(s)
- Chu Wu
- College of Horticulture and Gardening, Yangtze University, Jingzhou, Hubei, China
| | - Yujie Yang
- College of Horticulture and Gardening, Yangtze University, Jingzhou, Hubei, China
| | - Yun Wang
- College of Life Sciences, Yangtze University, Jingzhou, Hubei, China
| | - Wenying Zhang
- College of Agricultural Sciences, Yangtze University, Jingzhou, Hubei, China
| | - Honggang Sun
- Research Institute of Subtropical Forestry, Chinese Academy of Forestry, Hangzhou, China
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Subramani M, Urrea CA, Tamatamu SR, Sripathi VR, Williams K, Chintapenta LK, Todd A, Ozbay G. Comprehensive Proteomic Analysis of Common Bean ( Phaseolus vulgaris L.) Seeds Reveal Shared and Unique Proteins Involved in Terminal Drought Stress Response in Tolerant and Sensitive Genotypes. Biomolecules 2024; 14:109. [PMID: 38254709 PMCID: PMC10813106 DOI: 10.3390/biom14010109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Revised: 12/31/2023] [Accepted: 01/08/2024] [Indexed: 01/24/2024] Open
Abstract
This study identified proteomic changes in the seeds of two tolerant (SB-DT3 and SB-DT2) and two sensitive (Merlot and Stampede) common bean genotypes in response to terminal drought stress. Differentially expressed proteins (DEPs) were abundant in the susceptible genotype compared to the tolerant line. DEPs associated with starch biosynthesis, protein-chromophore linkage, and photosynthesis were identified in both genotypes, while a few DEPs and enriched biological pathways exhibited genotype-specific differences. The tolerant genotypes uniquely showed DEPs related to sugar metabolism and plant signaling, while the sensitive genotypes displayed more DEPs involved in plant-pathogen interaction, proteasome function, and carbohydrate metabolism. DEPs linked with chaperone and signal transduction were significantly altered between both genotypes. In summary, our proteomic analysis revealed both conserved and genotype-specific DEPs that could be used as targets in selective breeding and developing drought-tolerant common bean genotypes.
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Affiliation(s)
- Mayavan Subramani
- Molecular Genetics and Epigenomics Laboratory, College of Agriculture, Science and Technology (CAST), Delaware State University, Dover, DE 19901, USA; (K.W.); (A.T.)
| | - Carlos A. Urrea
- Panhandle Research Extension and Education Center, University of Nebraska, 4502 Avenue I, Scottsbluff, NE 69361, USA;
| | - Sowjanya R. Tamatamu
- Center for Molecular Biology, Alabama A&M University, Normal, AL 35762, USA; (S.R.T.); (V.R.S.)
| | | | - Krystal Williams
- Molecular Genetics and Epigenomics Laboratory, College of Agriculture, Science and Technology (CAST), Delaware State University, Dover, DE 19901, USA; (K.W.); (A.T.)
| | - Lathadevi K. Chintapenta
- Biology Department, College of Arts and Sciences (CAS), University of Wisconsin-River Falls, River Falls, WI 54022, USA;
| | - Antonette Todd
- Molecular Genetics and Epigenomics Laboratory, College of Agriculture, Science and Technology (CAST), Delaware State University, Dover, DE 19901, USA; (K.W.); (A.T.)
| | - Gulnihal Ozbay
- Department of Agriculture and Natural Resources, Delaware State University, 1200 North DuPont Highway, Dover, DE 19901, USA
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Wang C, Wu D, Jiang L, Liu X, Xie T. Multi-Omics Elucidates Difference in Accumulation of Bioactive Constituents in Licorice ( Glycyrrhiza uralensis) under Drought Stress. Molecules 2023; 28:7042. [PMID: 37894521 PMCID: PMC10609028 DOI: 10.3390/molecules28207042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Revised: 09/21/2023] [Accepted: 10/09/2023] [Indexed: 10/29/2023] Open
Abstract
Licorice is a frequently applied herb with potential edible and medicinal value based on various flavonoids and triterpenes. However, studies on detailed flavonoid and triterpene metabolism and the molecular basis of their biosynthesis in licorice are very limited, especially under drought conditions. In the present study, we carried out transcriptome, proteome, and metabolome experiments. To ultimately combine three omics for analysis, we performed a bioinformatics comparison, integrating transcriptome data and proteome data through a Cloud platform, along with a simplified biosynthesis of primary flavonoids and triterpenoids in the KEGG pathway based on metabolomic results. The biosynthesis pathways of triterpenes and flavonoids are enriched at both gene and protein levels. Key flavonoid-related genes (PAL, 4CL, CHS, CHI, CYP93C, HIDH, HI4OMT, and CYP81E1_7) and representative proteins (HIDH, CYP81E1_7, CYP93C, and VR) were obtained, which all showed high levels after drought treatment. Notably, one R2R3-MYB transcription factor (Glyur000237s00014382.1), a critical regulator of flavonoid biosynthesis, achieved a significant upregulated expression as well. In the biosynthesis of glycyrrhizin, both gene and protein levels of bAS and CYP88D6 have been found with upregulated expression under drought conditions. Most of the differentially expressed genes (DEGs) and proteins (DEPs) showed similar expression patterns and positively related to metabolic profiles of flavonoid and saponin. We believe that suitable drought stress may contribute to the accumulation of bioactive constituents in licorice, and our research provides an insight into the genetic study and quality breeding in this plant.
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Affiliation(s)
- Chengcheng Wang
- School of Traditional Chinese Medicine, Jiangsu Vocational College of Medicine, Yancheng 224000, China; (D.W.); (L.J.); (T.X.)
| | - Dawei Wu
- School of Traditional Chinese Medicine, Jiangsu Vocational College of Medicine, Yancheng 224000, China; (D.W.); (L.J.); (T.X.)
| | - Liying Jiang
- School of Traditional Chinese Medicine, Jiangsu Vocational College of Medicine, Yancheng 224000, China; (D.W.); (L.J.); (T.X.)
| | - Xunhong Liu
- School of Pharmacy, Nanjing University of Chinese Medicine, Nanjing 210023, China
| | - Tiantian Xie
- School of Traditional Chinese Medicine, Jiangsu Vocational College of Medicine, Yancheng 224000, China; (D.W.); (L.J.); (T.X.)
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Miricioiu MG, Ionete RE, Simova S, Gerginova D, Botoran OR. Metabolite Profiling of Conifer Needles: Tracing Pollution and Climate Effects. Int J Mol Sci 2023; 24:14986. [PMID: 37834434 PMCID: PMC10573700 DOI: 10.3390/ijms241914986] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 10/04/2023] [Accepted: 10/06/2023] [Indexed: 10/15/2023] Open
Abstract
In the face of escalating environmental challenges, understanding the intricate relationship between plant metabolites, pollution stress, and climatic conditions is of paramount importance. This study aimed to conduct a comprehensive analysis of metabolic variations generated through 1H and 13C NMR measurements in evergreen needles collected from different regions with varying pollution levels. Multivariate analyses were employed to identify specific metabolites responsive to pollution stress and climatic factors. Air pollution indicators were assessed through ANOVA and Pearson correlation analyses. Our results revealed significant metabolic changes attributed to geographical origin, establishing these conifer species as potential indicators for both air pollution and climatic conditions. High levels of air pollution correlated with increased glucose and decreased levels of formic acid and choline. Principal component analysis (PCA) unveiled a clear species separation, largely influenced by succinic acid and threonine. Discriminant analysis (DA) confirmed these findings, highlighting the positive correlation of glucose with pollution grade. Beyond pollution assessment, these metabolic variations could have ecological implications, impacting interactions and ecological functions. Our study underscores the dynamic interplay between conifer metabolism, environmental stressors, and ecological systems. These findings not only advance environmental monitoring practices but also pave the way for holistic research encompassing ecological and physiological dimensions, shedding light on the multifaceted roles of metabolites in conifer responses to environmental challenges.
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Affiliation(s)
- Marius Gheorghe Miricioiu
- ICSI Analytics Group, National Research and Development Institute of Cryogenic and Isotopic Technologies–ICSI Rm. Vâlcea, 4 Uzinei Street, 240050 Râmnicu Vâlcea, Romania; (M.G.M.); (R.E.I.)
| | - Roxana Elena Ionete
- ICSI Analytics Group, National Research and Development Institute of Cryogenic and Isotopic Technologies–ICSI Rm. Vâlcea, 4 Uzinei Street, 240050 Râmnicu Vâlcea, Romania; (M.G.M.); (R.E.I.)
| | - Svetlana Simova
- Bulgarian NMR Centre, Institute of Organic Chemistry with Centre of Phytochemistry, Bulgarian Academy of Sciences, “Acad G. Bonchev” Street, Bl. 9, 1113 Sofia, Bulgaria; (S.S.); (D.G.)
| | - Dessislava Gerginova
- Bulgarian NMR Centre, Institute of Organic Chemistry with Centre of Phytochemistry, Bulgarian Academy of Sciences, “Acad G. Bonchev” Street, Bl. 9, 1113 Sofia, Bulgaria; (S.S.); (D.G.)
| | - Oana Romina Botoran
- ICSI Analytics Group, National Research and Development Institute of Cryogenic and Isotopic Technologies–ICSI Rm. Vâlcea, 4 Uzinei Street, 240050 Râmnicu Vâlcea, Romania; (M.G.M.); (R.E.I.)
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Yang F, Lv G. Metabolomic Analysis of the Response of Haloxylon ammodendron and Haloxylon persicum to Drought. Int J Mol Sci 2023; 24:ijms24109099. [PMID: 37240446 DOI: 10.3390/ijms24109099] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 05/14/2023] [Accepted: 05/21/2023] [Indexed: 05/28/2023] Open
Abstract
Haloxylon ammodendron and Haloxylon persicum, as typical desert plants in arid areas, show strong drought tolerance and environmental adaptability and are therefore ideal model plants for studying the molecular mechanisms of drought tolerance. A metabolomic analysis of H. ammodendron and H. persicum in their natural environment is lacking, and their metabolic response to drought therefore remains unclear. To elucidate the response of H. ammodendron and H. persicum to drought at the metabolic level, a non-targeted metabolomics analysis was carried out herein. Under a dry environment, H. ammodendron exhibited 296 and 252 differentially expressed metabolites (DEMs) in the positive and negative ion modes, respectively, whereas 452 and 354 DEMs were identified in the positive and negative ion modes in H. persicum, respectively. The results indicated that H. ammodendron responds to drought by increasing the content of organic nitrogen compounds and lignans, neolignans, and related compounds, and reducing the content of alkaloids and derivatives. By contrast, H. persicum adapts to the dry environment by increasing the content of organic acids and their derivatives and reducing the content of lignans, neolignans, and related compounds. In addition, H. ammodendron and H. persicum improved their osmoregulation ability, reactive oxygen species detoxification ability, and cell membrane stability by regulating the key metabolic pathways and anabolism of associated metabolites. This is the first metabolomics report on the response of H. ammodendron and H. persicum to drought in their natural environment, providing a foundation for the further study of their regulatory mechanisms under drought stress.
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Affiliation(s)
- Fang Yang
- School of Ecology and Environment, Xinjiang University, Urumqi 830017, China
- Key Laboratory of Oasis Ecology, Ministry of Education, Urumqi 830017, China
- Xinjiang Jinghe Observation and Research Station of Temperate Desert Ecosystem, Ministry of Education, Jinghe 833300, China
| | - Guanghui Lv
- School of Ecology and Environment, Xinjiang University, Urumqi 830017, China
- Key Laboratory of Oasis Ecology, Ministry of Education, Urumqi 830017, China
- Xinjiang Jinghe Observation and Research Station of Temperate Desert Ecosystem, Ministry of Education, Jinghe 833300, China
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Han W, Ward JL, Kong Y, Li X. Editorial: Targeted and untargeted metabolomics for the evaluation of plant metabolites in response to the environment. FRONTIERS IN PLANT SCIENCE 2023; 14:1167513. [PMID: 36938031 PMCID: PMC10020689 DOI: 10.3389/fpls.2023.1167513] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Accepted: 02/24/2023] [Indexed: 06/18/2023]
Affiliation(s)
- Wenyan Han
- Key Laboratory of Tea Quality and Safety Control, Ministry of Agriculture and Rural Affairs, Tea Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou, China
| | - Jane L. Ward
- Plant Sciences and the Bioeconomy, Rothamsted Research, Harpenden, United Kingdom
| | - Yingzhen Kong
- College of Agronomy, Qingdao Agricultural University, Qingdao, China
| | - Xin Li
- Key Laboratory of Tea Quality and Safety Control, Ministry of Agriculture and Rural Affairs, Tea Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou, China
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