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Wang Z, Xie C, Wu Y, Liu H, Zhang X, Du H, Li X, Zhang C. Integrated Metabolomics and Transcriptomics Analyses Reveal the Regulatory Mechanisms of Anthocyanin and Carotenoid Accumulation in the Peel of Coffea arabica. Int J Mol Sci 2024; 25:10754. [PMID: 39409088 PMCID: PMC11477210 DOI: 10.3390/ijms251910754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2024] [Revised: 09/30/2024] [Accepted: 10/04/2024] [Indexed: 10/20/2024] Open
Abstract
The color of coffee fruits is influenced by several factors, including cultivar, ripening stage, and metabolite composition. However, the metabolic accumulation of pigments and the molecular mechanisms underlying peel coloration during the ripening process of Coffea arabica L. remain relatively understudied. In this study, UPLC-MS/MS-based metabolomics and RNA sequencing (RNA-seq)-based transcriptomics were integrated to investigate the accumulation of anthocyanins and carotenoids in the peel of Coffea arabica at different ripening stages: green peel (GP), green-yellow peel (GYRP), red peel (RP), and red-purple peel (RPP). This integration aimed at elucidating the molecular mechanisms associated with these changes. A total of ten anthocyanins, six carotenoids, and thirty-five xanthophylls were identified throughout the ripening process. The results demonstrated a gradual decrease in the total carotenoid content in the peel with fruit maturation, while anthocyanin content increased significantly. Notably, the accumulation of specific anthocyanins was closely associated with the transition of peel colors from green to red. Integrated metabolomics and transcriptomics analyses identified the GYRP stage as critical for this color transition. A weighted gene co-expression network analysis (WGCNA) revealed that enzyme-coding genes such as 3AT, BZ1, and lcyE, along with transcription factors including MYB, NAC, and bHLH, which interact with PHD and SET TR, may regulate the biosynthesis of anthocyanins and carotenoids, thereby influencing peel pigmentation. These findings provide valuable insights into the molecular mechanisms underlying the accumulation of anthocyanins and carotenoids in Coffea arabica peel during fruit maturation.
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Affiliation(s)
| | | | | | | | | | | | - Xuejun Li
- College of Tropical Crops, Yunnan Agricultural University, Pu’er 665000, China; (Z.W.); (C.X.); (Y.W.); (H.L.); (X.Z.); (H.D.)
| | - Chuanli Zhang
- College of Tropical Crops, Yunnan Agricultural University, Pu’er 665000, China; (Z.W.); (C.X.); (Y.W.); (H.L.); (X.Z.); (H.D.)
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Jian J, Wang Z, Chen C, Workman CT, Fang X, Larsen TO, Guo J, Sonnenschein EC. Two high-quality Prototheca zopfii genomes provide new insights into their evolution as obligate algal heterotrophs and their pathogenicity. Microbiol Spectr 2024; 12:e0414823. [PMID: 38940543 PMCID: PMC11302234 DOI: 10.1128/spectrum.04148-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2023] [Accepted: 05/24/2024] [Indexed: 06/29/2024] Open
Abstract
The majority of the nearly 10,000 described species of green algae are photoautotrophs; however, some species have lost their ability to photosynthesize and become obligate heterotrophs that rely on parasitism for survival. Two high-quality genomes of the heterotrophic algae Prototheca zopfii Pz20 and Pz23 were obtained using short- and long-read genomic as well as transcriptomic data. The genome sizes were 31.2 Mb and 31.3 Mb, respectively, and contig N50 values of 1.99 Mb and 1.26 Mb. Although P. zopfii maintained its plastid genome, the transition to heterotrophy led to a reduction in both plastid and nuclear genome size, including the loss of photosynthesis-related genes from both the nuclear and plastid genomes and the elimination of genes encoding for carotenoid oxygenase and pheophorbide an oxygenase. The loss of genes, including basic leucine-zipper (bZIP) transcription factors, flavin adenine dinucleotide-linked oxidase, and helicase, could have played a role in the transmission of autotrophy to heterotrophs and in the processes of abiotic stress resistance and pathogenicity. A total of 66 (1.37%) and 73 (1.49%) genes were identified as potential horizontal gene transfer events in the two P. zopfii genomes, respectively. Genes for malate synthase and isocitrate lyase, which are horizontally transferred from bacteria, may play a pivotal role in carbon and nitrogen metabolism as well as the pathogenicity of Prototheca and non-photosynthetic organisms. The two high-quality P. zopfii genomes provide new insights into their evolution as obligate heterotrophs and pathogenicity. IMPORTANCE The genus Prototheca, characterized by its heterotrophic nature and pathogenicity, serves as an exemplary model for investigating pathobiology. The limited understanding of the protothecosis infectious disease is attributed to the lack of genomic resources. Using HiFi long-read sequencing, both nuclear and plastid genomes were generated for two strains of P. zopfii. The findings revealed a concurrent reduction in both plastid and nuclear genome size, accompanied by the loss of genes associated with photosynthesis, carotenoid oxygenase, basic leucine-zipper (bZIP) transcription factors, and others. The analysis of horizontal gene transfer revealed the presence of 1.37% and 1.49% bacterial genes, including malate synthase and isocitrate lyase, which play crucial roles in carbon and nitrogen metabolism, as well as pathogenicity and obligate heterotrophy. The two high-quality P. zopfii genomes represent valuable resources for investigating their adaptation and evolution as obligate heterotrophs, as well as for developing future prevention and treatment strategies against protothecosis.
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Affiliation(s)
- Jianbo Jian
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Lyngby, Denmark
- BGI Genomics, Shenzhen, China
- Guangdong Provincial Key Laboratory of Marine Biotechnology, Shantou University, Shantou, China
| | | | | | - Christopher T. Workman
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Lyngby, Denmark
| | | | - Thomas Ostenfeld Larsen
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Lyngby, Denmark
| | - Jian Guo
- Department of Laboratory Medicine, Shanghai East Hospital, School of Life Sciences and Technology, Tongji University, Shanghai, China
| | - Eva C. Sonnenschein
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Lyngby, Denmark
- Department of Biosciences, Swansea University, Swansea, United Kingdom
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Castelli M, Nardi T, Gammuto L, Bellinzona G, Sabaneyeva E, Potekhin A, Serra V, Petroni G, Sassera D. Host association and intracellularity evolved multiple times independently in the Rickettsiales. Nat Commun 2024; 15:1093. [PMID: 38321113 PMCID: PMC10847448 DOI: 10.1038/s41467-024-45351-7] [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: 12/14/2022] [Accepted: 01/18/2024] [Indexed: 02/08/2024] Open
Abstract
The order Rickettsiales (Alphaproteobacteria) encompasses multiple diverse lineages of host-associated bacteria, including pathogens, reproductive manipulators, and mutualists. Here, in order to understand how intracellularity and host association originated in this order, and whether they are ancestral or convergently evolved characteristics, we built a large and phylogenetically-balanced dataset that includes de novo sequenced genomes and a selection of published genomic and metagenomic assemblies. We perform detailed functional reconstructions that clearly indicates "late" and parallel evolution of obligate host-association in different Rickettsiales lineages. According to the depicted scenario, multiple independent horizontal acquisitions of transporters led to the progressive loss of biosynthesis of nucleotides, amino acids and other metabolites, producing distinct conditions of host-dependence. Each clade experienced a different pattern of evolution of the ancestral arsenal of interaction apparatuses, including development of specialised effectors involved in the lineage-specific mechanisms of host cell adhesion and/or invasion.
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Affiliation(s)
- Michele Castelli
- Department of Biology and Biotechnology, University of Pavia, Pavia, Italy
| | - Tiago Nardi
- Department of Biology and Biotechnology, University of Pavia, Pavia, Italy
| | | | - Greta Bellinzona
- Department of Biology and Biotechnology, University of Pavia, Pavia, Italy
| | - Elena Sabaneyeva
- Department of Cytology and Histology, Saint Petersburg State University, Petersburg, Russia
| | - Alexey Potekhin
- Department of Microbiology, Saint Petersburg State University, Petersburg, Russia
- Research Department for Limnology, University of Innsbruck, Mondsee, Austria
| | | | | | - Davide Sassera
- Department of Biology and Biotechnology, University of Pavia, Pavia, Italy.
- IRCCS Policlinico San Matteo, Pavia, Italy.
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Abdelraheem E, Thair B, Varela RF, Jockmann E, Popadić D, Hailes HC, Ward JM, Iribarren AM, Lewkowicz ES, Andexer JN, Hagedoorn P, Hanefeld U. Methyltransferases: Functions and Applications. Chembiochem 2022; 23:e202200212. [PMID: 35691829 PMCID: PMC9539859 DOI: 10.1002/cbic.202200212] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 06/10/2022] [Indexed: 11/25/2022]
Abstract
In this review the current state-of-the-art of S-adenosylmethionine (SAM)-dependent methyltransferases and SAM are evaluated. Their structural classification and diversity is introduced and key mechanistic aspects presented which are then detailed further. Then, catalytic SAM as a target for drugs, and approaches to utilise SAM as a cofactor in synthesis are introduced with different supply and regeneration approaches evaluated. The use of SAM analogues are also described. Finally O-, N-, C- and S-MTs, their synthetic applications and potential for compound diversification is given.
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Affiliation(s)
- Eman Abdelraheem
- BiocatalysisDepartment of BiotechnologyDelft University of TechnologyVan der Maasweg 92629 HZDelft (TheNetherlands
| | - Benjamin Thair
- Department of ChemistryUniversity College London20 Gordon StreetLondonWC1H 0AJUK
| | - Romina Fernández Varela
- Laboratorio de Biotransformaciones y Química de Ácidos NucleicosUniversidad Nacional de QuilmesRoque S. Peña 352B1876BXDBernalArgentina
| | - Emely Jockmann
- Institute of Pharmaceutical SciencesUniversity of FreiburgAlbertstr. 2579104FreiburgGermany
| | - Désirée Popadić
- Institute of Pharmaceutical SciencesUniversity of FreiburgAlbertstr. 2579104FreiburgGermany
| | - Helen C. Hailes
- Department of ChemistryUniversity College London20 Gordon StreetLondonWC1H 0AJUK
| | - John M. Ward
- Department of Biochemical EngineeringBernard Katz BuildingUniversity College LondonLondonWC1E 6BTUK
| | - Adolfo M. Iribarren
- Laboratorio de Biotransformaciones y Química de Ácidos NucleicosUniversidad Nacional de QuilmesRoque S. Peña 352B1876BXDBernalArgentina
| | - Elizabeth S. Lewkowicz
- Laboratorio de Biotransformaciones y Química de Ácidos NucleicosUniversidad Nacional de QuilmesRoque S. Peña 352B1876BXDBernalArgentina
| | - Jennifer N. Andexer
- Institute of Pharmaceutical SciencesUniversity of FreiburgAlbertstr. 2579104FreiburgGermany
| | - Peter‐Leon Hagedoorn
- BiocatalysisDepartment of BiotechnologyDelft University of TechnologyVan der Maasweg 92629 HZDelft (TheNetherlands
| | - Ulf Hanefeld
- BiocatalysisDepartment of BiotechnologyDelft University of TechnologyVan der Maasweg 92629 HZDelft (TheNetherlands
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Trottmann F, Ishida K, Franke J, Stanišić A, Ishida‐Ito M, Kries H, Pohnert G, Hertweck C. Sulfonium Acids Loaded onto an Unusual Thiotemplate Assembly Line Construct the Cyclopropanol Warhead of a
Burkholderia
Virulence Factor. Angew Chem Int Ed Engl 2020. [DOI: 10.1002/ange.202003958] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Felix Trottmann
- Department of Biomolecular Chemistry Leibniz Institute for Natural Product Research and Infection Biology (HKI) Beutenbergstrasse 11a 07745 Jena Germany
| | - Keishi Ishida
- Department of Biomolecular Chemistry Leibniz Institute for Natural Product Research and Infection Biology (HKI) Beutenbergstrasse 11a 07745 Jena Germany
| | - Jakob Franke
- Institute of Botany Leibniz University Hannover 30419 Hannover Germany
| | - Aleksa Stanišić
- Junior Research Group Biosynthetic Design of Natural Products Leibniz Institute for Natural Product Research and Infection Biology (HKI) Beutenbergstrasse 11a 07745 Jena Germany
| | - Mie Ishida‐Ito
- Department of Biomolecular Chemistry Leibniz Institute for Natural Product Research and Infection Biology (HKI) Beutenbergstrasse 11a 07745 Jena Germany
| | - Hajo Kries
- Junior Research Group Biosynthetic Design of Natural Products Leibniz Institute for Natural Product Research and Infection Biology (HKI) Beutenbergstrasse 11a 07745 Jena Germany
| | - Georg Pohnert
- Institute for Inorganic and Analytical Chemistry Friedrich Schiller University Jena 07743 Jena Germany
| | - Christian Hertweck
- Department of Biomolecular Chemistry Leibniz Institute for Natural Product Research and Infection Biology (HKI) Beutenbergstrasse 11a 07745 Jena Germany
- Natural Product Chemistry Faculty of Biological Sciences Friedrich Schiller University Jena 07743 Jena Germany
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Trottmann F, Ishida K, Franke J, Stanišić A, Ishida-Ito M, Kries H, Pohnert G, Hertweck C. Sulfonium Acids Loaded onto an Unusual Thiotemplate Assembly Line Construct the Cyclopropanol Warhead of a Burkholderia Virulence Factor. Angew Chem Int Ed Engl 2020; 59:13511-13515. [PMID: 32314848 PMCID: PMC7496086 DOI: 10.1002/anie.202003958] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2020] [Indexed: 12/13/2022]
Abstract
Pathogenic bacteria of the Burkholderia pseudomallei group cause severe infectious diseases such as glanders and melioidosis. Malleicyprols were identified as important bacterial virulence factors, yet the biosynthetic origin of their cyclopropanol warhead has remained enigmatic. By a combination of mutational analysis and metabolomics we found that sulfonium acids, dimethylsulfoniumpropionate (DMSP) and gonyol, known as osmolytes and as crucial components in the global organosulfur cycle, are key intermediates en route to the cyclopropanol unit. Functional genetics and in vitro analyses uncover a specialized pathway to DMSP involving a rare prokaryotic SET‐domain methyltransferase for a cryptic methylation, and show that DMSP is loaded onto the NRPS‐PKS hybrid assembly line by an adenylation domain dedicated to zwitterionic starter units. Then, the megasynthase transforms DMSP into gonyol, as demonstrated by heterologous pathway reconstitution in E. coli.
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Affiliation(s)
- Felix Trottmann
- Department of Biomolecular Chemistry, Leibniz Institute for Natural Product Research and Infection Biology (HKI), Beutenbergstrasse 11a, 07745, Jena, Germany
| | - Keishi Ishida
- Department of Biomolecular Chemistry, Leibniz Institute for Natural Product Research and Infection Biology (HKI), Beutenbergstrasse 11a, 07745, Jena, Germany
| | - Jakob Franke
- Institute of Botany, Leibniz University Hannover, 30419, Hannover, Germany
| | - Aleksa Stanišić
- Junior Research Group Biosynthetic Design of Natural Products, Leibniz Institute for Natural Product Research and Infection Biology (HKI), Beutenbergstrasse 11a, 07745, Jena, Germany
| | - Mie Ishida-Ito
- Department of Biomolecular Chemistry, Leibniz Institute for Natural Product Research and Infection Biology (HKI), Beutenbergstrasse 11a, 07745, Jena, Germany
| | - Hajo Kries
- Junior Research Group Biosynthetic Design of Natural Products, Leibniz Institute for Natural Product Research and Infection Biology (HKI), Beutenbergstrasse 11a, 07745, Jena, Germany
| | - Georg Pohnert
- Institute for Inorganic and Analytical Chemistry, Friedrich Schiller University Jena, 07743, Jena, Germany
| | - Christian Hertweck
- Department of Biomolecular Chemistry, Leibniz Institute for Natural Product Research and Infection Biology (HKI), Beutenbergstrasse 11a, 07745, Jena, Germany.,Natural Product Chemistry, Faculty of Biological Sciences, Friedrich Schiller University Jena, 07743, Jena, Germany
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Characterization of influenza H1N1 Gag virus-like particles and extracellular vesicles co-produced in HEK-293SF. Vaccine 2019; 37:7100-7107. [DOI: 10.1016/j.vaccine.2019.07.057] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2018] [Revised: 04/06/2019] [Accepted: 07/05/2019] [Indexed: 01/02/2023]
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An Ash1-Like Protein MoKMT2H Null Mutant Is Delayed for Conidium Germination and Pathogenesis in Magnaporthe oryzae. BIOMED RESEARCH INTERNATIONAL 2016; 2016:1575430. [PMID: 27747223 PMCID: PMC5056239 DOI: 10.1155/2016/1575430] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/02/2016] [Revised: 07/15/2016] [Accepted: 07/19/2016] [Indexed: 11/17/2022]
Abstract
Ash1 is a known H3K36-specific histone demethylase that is required for normal Hox gene expression and fertility in Drosophila and mammals. However, little is known about the expression and function of the fungal ortholog of Ash1 in phytopathogenic fungus Magnaporthe oryzae. Here we report that MoKMT2H, an Ash1-like protein, is required for conidium germination and virulence in rice. We obtained MoKMT2H null mutant (ΔMoKMT2H) using a target gene replacement strategy. In the ΔMoKMT2H null mutants, global histone methyltransferase modifications (H3K4me3, H3K9me3, H3K27me3, and H3K36me2/3) of the genome were unaffected. The ΔMoKMT2H mutants showed no defect in vegetative hyphal growth, conidium morphology, conidiation, or disease lesion formation on rice leaves. However, the MoKMT2H deletion mutants were delayed for conidium germination and consequently had decreased virulence. Taken together, our results indicated that MoKMT2H plays an important role in conidium germination during appressorium formation in the rice blast fungus and perhaps other pathogenic plant fungi.
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