1
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Bell CJ, Sena JA, Fajardo DA, Lavelle EM, Costa MA, Herman B, Davin LB, Lewis NG, Berry AM. A root nodule microbiome sequencing data set from red alder (Alnus rubra Bong.). Sci Data 2024; 11:1343. [PMID: 39695182 DOI: 10.1038/s41597-024-04131-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 11/14/2024] [Indexed: 12/20/2024] Open
Abstract
There have been frequent reports of more than one strain of the nitrogen-fixing symbiont, Frankia, in the same root nodule of plants in the genus Alnus, but quantitative assessments of their relative contributions have not been made to date. Neither has the diversity of other microbes, having potential functional roles in symbiosis, been systematically evaluated. Alnus rubra root nodule microbiota were studied using Illumina short read sequencing and kmer-based read classification. Single end 76 bp sequencing was done to a median depth of 96 million reads per sample. Reads were assigned to taxa using KrakenUniq, with taxon abundances being estimated using its companion program Bracken. This was the first high resolution study of Alnus root nodules using next generation sequencing (NGS), quantifying multiple Cluster 1 A Frankia strains in single nodules, and in some cases, a Cluster 4 strain. Root nodules were found to contain diverse bacteria, including several genera containing species known to have growth-promoting effects. Evidence was found for partitioning of some bacterial strains in older versus younger lobes.
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Affiliation(s)
- Callum J Bell
- National Center for Genome Resources, Santa Fe, NM, USA.
| | - Johnny A Sena
- National Center for Genome Resources, Santa Fe, NM, USA
| | | | | | - Michael A Costa
- Institute of Biological Chemistry, Washington State University, Pullman, WA, USA
| | - Barrington Herman
- Research and Extension Center, Washington State University, Puyallup, WA, USA
| | - Laurence B Davin
- Institute of Biological Chemistry, Washington State University, Pullman, WA, USA
| | - Norman G Lewis
- Institute of Biological Chemistry, Washington State University, Pullman, WA, USA
| | - Alison M Berry
- Department of Plant Sciences, University of California, Davis, CA, USA
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2
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Pawlowski K, Wibberg D, Mehrabi S, Obaid NB, Patyi A, Berckx F, Nguyen H, Hagen M, Lundin D, Brachmann A, Blom J, Herrera-Belaroussi A, Abrouk D, Pujic P, Hahlin AS, Kalinowski J, Normand P, Sellstedt A. Frankia [NiFe] uptake hydrogenases and genome reduction: different lineages of loss. FEMS Microbiol Ecol 2024; 100:fiae147. [PMID: 39479807 DOI: 10.1093/femsec/fiae147] [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: 05/20/2024] [Revised: 10/07/2024] [Accepted: 10/29/2024] [Indexed: 12/18/2024] Open
Abstract
Uptake hydrogenase (Hup) recycles H2 formed by nitrogenase during nitrogen fixation, thereby preserving energy. Among root nodule bacteria, most rhizobial strains examined are Hup-, while only one Hup- Frankia inoculum had been identified. Previous analyses had led to the identification of two different [NiFe] hydrogenase syntons. We analysed the distribution of different types of [NiFe] hydrogenase in the genomes of different Frankia species. Our results show that Frankia strains can contain four different [NiFe] hydrogenase syntons representing groups 1f, 1h, 2a, and 3b according to Søndergaard, Pedersen, and Greening (HydDB: a web tool for hydrogenase classification and analysis. Sci Rep 2016;6:34212. https://doi.org/10.1038/srep34212.); no more than three types were found in any individual genome. The phylogeny of the structural proteins of groups 1f, 1h, and 2a follows Frankia phylogeny; the phylogeny of the accessory proteins does not consistently. An analysis of different [NiFe] hydrogenase types in Actinomycetia shows that under the most parsimonious assumption, all four types were present in the ancestral Frankia strain. Based on Hup activities analysed and the losses of syntons in different lineages of genome reduction, we can conclude that groups 1f and 2a are involved in recycling H2 formed by nitrogenase while group 1 h and group 3b are not.
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Affiliation(s)
- Katharina Pawlowski
- Department of Ecology, Environment and Plant Sciences, Stockholm University, 10691 Stockholm, Sweden
| | - Daniel Wibberg
- Center for Biotechnology (CeBiTec), Bielefeld University, 33594 Bielefeld, Germany
| | - Sara Mehrabi
- Department of Ecology, Environment and Plant Sciences, Stockholm University, 10691 Stockholm, Sweden
- Department of Ecology and Genetics, Evolutionary Biology, Uppsala University, 75236 Uppsala, Sweden
| | - Nadia Binte Obaid
- Department of Ecology, Environment and Plant Sciences, Stockholm University, 10691 Stockholm, Sweden
| | - András Patyi
- Department of Ecology, Environment and Plant Sciences, Stockholm University, 10691 Stockholm, Sweden
| | - Fede Berckx
- Department of Ecology, Environment and Plant Sciences, Stockholm University, 10691 Stockholm, Sweden
- Department of Crop Production Ecology, Swedish University of Agricultural Sciences, 75651 Uppsala, Sweden
| | - Han Nguyen
- Department of Plant Physiology, UPSC, Umeå University, 90187 Umeå, Sweden
| | - Michelle Hagen
- Department of Ecology, Environment and Plant Sciences, Stockholm University, 10691 Stockholm, Sweden
| | - Daniel Lundin
- Department of Biology and Environmental Science, Linnaeus University, 39182 Kalmar, Sweden
| | - Andreas Brachmann
- Biocenter of the LMU Munich, Genetics Section, Grosshaderner Str. 2-4, D-82152 Planegg-Martinsried, Germany
| | - Jochen Blom
- Bioinformatics and Systems Biology, Justus-Liebig Universität Giessen, 35392 Giessen, Germany
| | - Aude Herrera-Belaroussi
- Université de Lyon, Université Lyon 1, CNRS, UMR5557, Ecologie Microbienne, INRA, UMR 1418, 43 bd du 11 novembre 1918, 69622 Villeurbanne, France
| | - Danis Abrouk
- Université de Lyon, Université Lyon 1, CNRS, UMR5557, Ecologie Microbienne, INRA, UMR 1418, 43 bd du 11 novembre 1918, 69622 Villeurbanne, France
| | - Petar Pujic
- Université de Lyon, Université Lyon 1, CNRS, UMR5557, Ecologie Microbienne, INRA, UMR 1418, 43 bd du 11 novembre 1918, 69622 Villeurbanne, France
| | - Ann-Sofi Hahlin
- Department of Agricultural Research for Northern Sweden, Swedish University of Agricultural Sciences, 90183 Umeå, Sweden
| | - Jörn Kalinowski
- Center for Biotechnology (CeBiTec), Bielefeld University, 33594 Bielefeld, Germany
| | - Philippe Normand
- Université de Lyon, Université Lyon 1, CNRS, UMR5557, Ecologie Microbienne, INRA, UMR 1418, 43 bd du 11 novembre 1918, 69622 Villeurbanne, France
| | - Anita Sellstedt
- Department of Plant Physiology, UPSC, Umeå University, 90187 Umeå, Sweden
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3
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Gtari M, Maaoui R, Ghodhbane-Gtari F, Ben Slama K, Sbissi I. MAGs-centric crack: how long will, spore-positive Frankia and most Protofrankia, microsymbionts remain recalcitrant to axenic growth? Front Microbiol 2024; 15:1367490. [PMID: 39144212 PMCID: PMC11323853 DOI: 10.3389/fmicb.2024.1367490] [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: 01/08/2024] [Accepted: 07/04/2024] [Indexed: 08/16/2024] Open
Abstract
Nearly 50 years after the ground-breaking isolation of the primary Comptonia peregrina microsymbiont under axenic conditions, efforts to isolate a substantial number of Protofrankia and Frankia strains continue with enduring challenges and complexities. This study aimed to streamline genomic insights through comparative and predictive tools to extract traits crucial for isolating specific Frankia in axenic conditions. Pangenome analysis unveiled significant genetic diversity, suggesting untapped potential for cultivation strategies. Shared metabolic strategies in cellular components, central metabolic pathways, and resource acquisition traits offered promising avenues for cultivation. Ecological trait extraction indicated that most uncultured strains exhibit no apparent barriers to axenic growth. Despite ongoing challenges, potential caveats, and errors that could bias predictive analyses, this study provides a nuanced perspective. It highlights potential breakthroughs and guides refined cultivation strategies for these yet-uncultured strains. We advocate for tailored media formulations enriched with simple carbon sources in aerobic environments, with atmospheric nitrogen optionally sufficient to minimize contamination risks. Temperature adjustments should align with strain preferences-28-29°C for Frankia and 32-35°C for Protofrankia-while maintaining an alkaline pH. Given potential extended incubation periods (predicted doubling times ranging from 3.26 to 9.60 days, possibly up to 21.98 days), patience and rigorous contamination monitoring are crucial for optimizing cultivation conditions.
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Affiliation(s)
- Maher Gtari
- Department of Biological and Chemical Engineering, USCR Molecular Bacteriology and Genomics, National Institute of Applied Sciences and Technology, University of Carthage, Tunis, Tunisia
| | - Radhi Maaoui
- Department of Biological and Chemical Engineering, USCR Molecular Bacteriology and Genomics, National Institute of Applied Sciences and Technology, University of Carthage, Tunis, Tunisia
| | - Faten Ghodhbane-Gtari
- Department of Biological and Chemical Engineering, USCR Molecular Bacteriology and Genomics, National Institute of Applied Sciences and Technology, University of Carthage, Tunis, Tunisia
- Higher Institute of Biotechnology Sidi Thabet, University of La Manouba, Tunisia
| | - Karim Ben Slama
- LR Bioresources, Environment, and Biotechnology (LR22ES04), Higher Institute of Applied Biological Sciences of Tunis, University of Tunis El Manar, Tunis, Tunisia
| | - Imed Sbissi
- LR Pastoral Ecology, Arid Regions Institute, University of Gabes, Medenine, Tunisia
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4
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Berckx F, Wibberg D, Brachmann A, Morrison C, Obaid NB, Blom J, Kalinowski J, Wall LG, Pawlowski K. Genome analysis and biogeographic distribution of the earliest divergent Frankia clade in the southern hemisphere. FEMS Microbiol Ecol 2024; 100:fiae042. [PMID: 38520167 DOI: 10.1093/femsec/fiae042] [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: 10/12/2023] [Revised: 02/19/2024] [Accepted: 03/21/2024] [Indexed: 03/25/2024] Open
Abstract
Coriariaceae are a small plant family of 14-17 species and subspecies that currently have a global but disjunct distribution. All species can form root nodules in symbiosis with diazotrophic Frankia cluster-2 strains, which form the earliest divergent symbiotic clade within this bacterial genus. Studies on Frankia cluster-2 mostly have focused on strains occurring in the northern hemisphere. Except for one strain from Papua New Guinea, namely Candidatus Frankia meridionalis Cppng1, no complete genome of Frankia associated with Coriaria occurring in the southern hemisphere has been published thus far, yet the majority of the Coriariaceae species occur here. We present field sampling data of novel Frankia cluster-2 strains, representing two novel species, which are associated with Coriaria arborea and Coriaria sarmentosa in New Zealand, and with Coriaria ruscifolia in Patagonia (Argentina), in addition to identifying Ca. F. meridionalis present in New Zealand. The novel Frankia species were found to be closely related to both Ca. F. meridionalis, and a Frankia species occurring in the Philippines, Taiwan, and Japan. Our data suggest that the different Frankia cluster-2 species diverged early after becoming symbiotic circa 100 million years ago.
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Affiliation(s)
- Fede Berckx
- Department of Ecology, Environment and Plant Science, Stockholm University, 106 91 Stockholm, Sweden
- Department of Crop Production Ecology, Swedish University of Agricultural Sciences, 756 51 Uppsala, Sweden
| | | | - Andreas Brachmann
- LMU München, Faculty of Biology, Genetics, 82152 Planegg-Martinsried, Germany
| | - Ciara Morrison
- Department of Ecology, Environment and Plant Science, Stockholm University, 106 91 Stockholm, Sweden
| | - Nadia B Obaid
- Department of Ecology, Environment and Plant Science, Stockholm University, 106 91 Stockholm, Sweden
| | - Jochen Blom
- Bioinformatics and Systems Biology, Justus-Liebig University Giessen, 35392 Giessen, Germany
| | | | - Luis G Wall
- CONICET, National Council for Scientific and Technical Research, Argentina
- Department of Science and Technology, National University of Quilmes, B12876BXD Bernal, Argentina
| | - Katharina Pawlowski
- Department of Ecology, Environment and Plant Science, Stockholm University, 106 91 Stockholm, Sweden
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5
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Swanson E, Sbissi I, Ktari A, Cherif-Silini H, Ghodhbane-Gtari F, Tisa LS, Gtari M. Decrypting phytomicrobiome of the neurotoxic actinorhizal species, Coriaria myrtifolia, and dispersal boundary of Frankia cluster 2 in soil outward compatible host rhizosphere. Front Microbiol 2022; 13:1027317. [PMID: 36439809 PMCID: PMC9684332 DOI: 10.3389/fmicb.2022.1027317] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Accepted: 10/21/2022] [Indexed: 11/12/2022] Open
Abstract
The actinorhizal plant, Coriaria myrtifolia, is a neurotoxic plant species endemic to the western Mediterranean area, which forms a nitrogen-fixing symbiosis with members of Frankia cluster 2. Contrarily to other Frankia clusters, the occurrence and mode of dispersal for infective cluster 2 units outside of the host plant rhizosphere remains controversial. The present study was designed to investigate the structure of the microbiomes of C. myrtifolia phytosphere, rhizosphere, and soil samples extending outward linearly up to 1 km. Results showed that the epiphyte and endophyte communities were not significantly different from each other for most of the plant tissues. The communities associated with the below-ground tissues (nodule and root) were significantly different from those found on the above-ground tissues (fruit, leaves, and stems) and had a higher community richness. Coriaria myrtifolia phytomicrobiomes were dominated by Cyanobacteria for leaf, stem, and fruit while Actinobacteria and Proteobacteria were dominant in the root and nodule organelles. The nodule, a special niche for nitrogen fixation, was mainly inhabited by Frankia but contained several non-Frankia bacteria. Beside Frankia cluster 2, the presence of clusters 1, 4, and large numbers of cluster 3 strains have been detected in nodules, roots, and rhizospheres of C. myrtifolia. Despite Frankia being found in all plots using plant trapping bioassays with C. myrtifolia seedlings, Frankia cluster 2 was not detected in soil metagenomes showing the limits of detection by this approach. This result also suggests that in the absence of appropriate host plant species, Frankia cluster 2 has a reduced number of infective units present in the soil outward from the rhizosphere.
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Affiliation(s)
- Erik Swanson
- Department of Molecular, Cellular and Biomedical Sciences, University of New Hampshire, Durham, NH, United States
| | - Imed Sbissi
- LR Ecologie Pastorale, Institut des Régions Arides, Médenine, Tunisia
| | - Amir Ktari
- USCR Bactériologie Moléculaire and Génomique, Institut National des Sciences Appliquées and de Technologie, Université de Carthage, Tunis Cedex, Tunisia
| | - Hafsa Cherif-Silini
- LR Microbiologie Appliquée, Département de Microbiologie, Faculté des Sciences Naturelles et de la Vie, Université Ferhat Abbas, Sétif, Algeria
| | - Faten Ghodhbane-Gtari
- USCR Bactériologie Moléculaire and Génomique, Institut National des Sciences Appliquées and de Technologie, Université de Carthage, Tunis Cedex, Tunisia
- Institut Supérieur de Biotechnologie de Sidi Thabet, Université de La Manouba, Biotechnopôle, Sidi Thabet, Sidi Thabet, Tunisia
| | - Louis S. Tisa
- Department of Molecular, Cellular and Biomedical Sciences, University of New Hampshire, Durham, NH, United States
- *Correspondence: Louis S. Tisa,
| | - Maher Gtari
- USCR Bactériologie Moléculaire and Génomique, Institut National des Sciences Appliquées and de Technologie, Université de Carthage, Tunis Cedex, Tunisia
- Maher Gtari,
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6
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Gtari M. Taxogenomic status of phylogenetically distant Frankia clusters warrants their elevation to the rank of genus: A description of Protofrankia gen. nov., Parafrankia gen. nov., and Pseudofrankia gen. nov. as three novel genera within the family Frankiaceae. Front Microbiol 2022; 13:1041425. [PMID: 36425027 PMCID: PMC9680954 DOI: 10.3389/fmicb.2022.1041425] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2022] [Accepted: 10/12/2022] [Indexed: 11/10/2022] Open
Abstract
The genus Frankia is at present the sole genus in the family Frankiaceae and encompasses filamentous, sporangia-forming actinomycetes principally isolated from root nodules of taxonomically disparate dicotyledonous hosts named actinorhizal plants. Multiple independent phylogenetic analyses agree with the division of the genus Frankia into four well-supported clusters. Within these clusters, Frankia strains are well defined based on host infectivity range, mode of infection, morphology, and their behaviour in culture. In this study, phylogenomics, overall genome related indices (OGRI), together with available data sets for phenotypic and host-plant ranges available for the type strains of Frankia species, were considered. The robustness and the deep radiation observed in Frankia at the subgeneric level, fulfilling the primary principle of phylogenetic systematics, were strengthened by establishing genome criteria for new genus demarcation boundaries. Therefore, the taxonomic elevation of the Frankia clusters to the rank of the genus is proposed. The genus Frankia should be revised to encompass cluster 1 species only and three novel genera, Protofrankia gen. nov., Parafrankia gen. nov., and Pseudofrankia gen. nov., are proposed to accommodate clusters 2, 3, and 4 species, respectively. New combinations for validly named species are also provided.
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Affiliation(s)
- Maher Gtari
- USCR Bactériologie Moléculaire & Génomique, Institut National des Sciences Appliquées et de Technologie, Université de Carthage, Tunis, Tunisia
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7
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Gueddou A, Sbissi I, Louati M, Ghodhbane-Gtari F, Cherif-Silini H, Gtari M. Root Nodule Microsymbionts of Native Coriaria myrtifolia in Algeria. Microbiol Insights 2022; 15:11786361221133794. [PMID: 36325108 PMCID: PMC9619857 DOI: 10.1177/11786361221133794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Accepted: 10/01/2022] [Indexed: 11/06/2022] Open
Abstract
Coriaria myrtifolia occurs as natural flora of warm temperate
climates of northern Algeria which commonly found in hedges, forest and ravine
edges. This actinorhizal species was known to establish a mutualistic symbiosis
with members of phylogenetic cluster 2 (including strains associated to
Coriaria spp., Ceanothus,
Datiscaceae, and Dryadoideae) within the
genus Frankia. Attempts to isolate C.
myrtifolia microsymbionts from native plants growing in 4 locations
in Algeria permitted to only recover asymbiotic Frankia strains
(unable to reestablish nodulation and to fix nitrogen) from phylogenetic cluster
4 and several non-Frankia actinobacteria including members of
Micrococcus, Micromonospora, Nocardia, Plantactinospora,
and Streptomyces genera. The biodiversity of
Frankia microsymbionts of C. myrtifolia
root nodules was assessed using PCR-amplification followed by partial nucleotide
sequencing of glnA1 (glutamine synthetase type 1) gene. On the
12 different glnA1 gene sequences obtained in this study, 9
were detected for the first time, and were mainly closelyrelated to
Mediterranean genotypes previously described in the Grand Maghreb countries
(Morocco and Tunisia) and in Europe (France) but without clear separations from
other cluster 2 genotypes.
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Affiliation(s)
- Abdellatif Gueddou
- USCR Bactériologie Moléculaire &
Génomique, Institut National des Sciences Appliquées et de Technologie, Université
de Carthage, Tunisia
| | - Imed Sbissi
- LR Ecologie Pastorale, Institut des
Régions Arides, Médenine, Tunisia
| | - Moussa Louati
- USCR Bactériologie Moléculaire &
Génomique, Institut National des Sciences Appliquées et de Technologie, Université
de Carthage, Tunisia
| | - Faten Ghodhbane-Gtari
- USCR Bactériologie Moléculaire &
Génomique, Institut National des Sciences Appliquées et de Technologie, Université
de Carthage, Tunisia,Institut Supérieur de Biotechnologie de
Sidi Thabet, Université la Manouba, Tunisia
| | - Hafsa Cherif-Silini
- LR Microbiologie Appliquée, FNLS,
Université Ferhat Abbas Alegria, Sétif, Alegria
| | - Maher Gtari
- USCR Bactériologie Moléculaire &
Génomique, Institut National des Sciences Appliquées et de Technologie, Université
de Carthage, Tunisia,Maher Gtari, Universite de Carthage,
Institut National des Sciences Appliquées et de Technologie Centre Urbain Nord
BP 676-1080 Tunis Cedex, Tunis, 1054, Tunisia.
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8
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Berckx F, Nguyen TV, Bandong CM, Lin HH, Yamanaka T, Katayama S, Wibberg D, Blom J, Kalinowski J, Tateno M, Simbahan J, Liu CT, Brachmann A, Pawlowski K. A tale of two lineages: how the strains of the earliest divergent symbiotic Frankia clade spread over the world. BMC Genomics 2022; 23:602. [PMID: 35986253 PMCID: PMC9392346 DOI: 10.1186/s12864-022-08838-5] [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] [Received: 05/31/2022] [Accepted: 08/10/2022] [Indexed: 01/01/2023] Open
Abstract
It is currently assumed that around 100 million years ago, the common ancestor to the Fabales, Fagales, Rosales and Cucurbitales in Gondwana, developed a root nodule symbiosis with a nitrogen-fixing bacterium. The symbiotic trait evolved first in Frankia cluster-2; thus, strains belonging to this cluster are the best extant representatives of this original symbiont. Most cluster-2 strains could not be cultured to date, except for Frankia coriariae, and therefore many aspects of the symbiosis are still elusive. Based on phylogenetics of cluster-2 metagenome-assembled genomes (MAGs), it has been shown that the genomes of strains originating in Eurasia are highly conserved. These MAGs are more closely related to Frankia cluster-2 in North America than to the single genome available thus far from the southern hemisphere, i.e., from Papua New Guinea. To unravel more biodiversity within Frankia cluster-2 and predict routes of dispersal from Gondwana, we sequenced and analysed the MAGs of Frankia cluster-2 from Coriaria japonica and Coriaria intermedia growing in Japan, Taiwan and the Philippines. Phylogenetic analyses indicate there is a clear split within Frankia cluster-2, separating a continental from an island lineage. Presumably, these lineages already diverged in Gondwana. Based on fossil data on the host plants, we propose that these two lineages dispersed via at least two routes. While the continental lineage reached Eurasia together with their host plants via the Indian subcontinent, the island lineage spread towards Japan with an unknown host plant.
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9
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Chetri SPK, Rahman Z, Thomas L, Lal R, Gour T, Agarwal LK, Vashishtha A, Kumar S, Kumar G, Kumar R, Sharma K. Paradigms of actinorhizal symbiosis under the regime of global climatic changes: New insights and perspectives. J Basic Microbiol 2022; 62:764-778. [PMID: 35638879 DOI: 10.1002/jobm.202200043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 04/17/2022] [Accepted: 05/14/2022] [Indexed: 11/05/2022]
Abstract
Nitrogen occurs as inert and inaccessible dinitrogen gaseous form (N2 ) in the atmosphere. Biological nitrogen fixation is a chief process that makes this dinitrogen (N2 ) accessible and bioavailable in the form of ammonium (NH4 + ) ions. The key organisms to fix nitrogen are certain prokaryotes, called diazotrophs either in the free-living form or establishing significant mutual relationships with a variety of plants. On such examples is ~95-100 MY old incomparable symbiosis between dicotyledonous trees and a unique actinobacterial diazotroph in diverse ecosystems. In this association, the root of the certain dicotyledonous tree (~25 genera and 225 species) belonging to three different taxonomic orders, Fagales, Cucurbitales, and Rosales (FaCuRo) known as actinorhizal trees can host a diazotroph, Frankia of order Frankiales. Frankia is gram-positive, branched, filamentous, sporulating, and free-living soil actinobacterium. It resides in the specialized, multilobed, and coralloid organs (lateral roots but without caps), the root nodules of actinorhizal tress. This review aims to provide systematic information on the distribution and the phylogenetic diversity of hosts from FaCuRo and their micro-endosymbionts (Frankia spp.), colonization mechanisms, and signaling pathways. We also aim to provide details on developmental and physiological imperatives for gene regulation and functional genomics of symbiosis, phenomenal restoration ecology, influences of contemporary global climatic changes, and anthropogenic impacts on plant-Frankia interactions for the functioning of ecosystems and the biosphere.
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Affiliation(s)
| | - Zeeshanur Rahman
- Department of Botany, Zakir Husain Delhi College, University of Delhi, New Delhi, Delhi, India
| | - Lebin Thomas
- Department of Botany, Hansraj College, University of Delhi, New Delhi, Delhi, India
| | - Ratan Lal
- Department of Botany, Mohanlal Sukhadia University, Udaipur, Rajasthan, India
| | - Tripti Gour
- Department of Botany, Mohanlal Sukhadia University, Udaipur, Rajasthan, India
| | - Lokesh Kumar Agarwal
- Department of Chemistry, Mohanlal Sukhadia University, Udaipur, Rajasthan, India
| | - Akanksha Vashishtha
- Department of Plant Protection, CCS University, Meerut, Uttar Pradesh, India
| | - Sachin Kumar
- Department of Botany, Shri Venkateshwara College, University of Delhi, New Delhi, Delhi, India
| | - Gaurav Kumar
- Department of Environmental Studies, PGDAV College, University of Delhi, New Delhi, Delhi, India
| | - Rajesh Kumar
- Department of Botany, Hindu College, University of Delhi, New Delhi, Delhi, India
| | - Kuldeep Sharma
- Department of Botany, Mohanlal Sukhadia University, Udaipur, Rajasthan, India
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10
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Gueddou A, Sarker I, Sen A, Ghodhbane-Gtari F, Benson DR, Armengaud J, Gtari M. Effect of actinorhizal root exudates on the proteomes of Frankia soli NRRL B-16219, a strain colonizing the root tissues of its actinorhizal host via intercellular pathway. Res Microbiol 2021; 173:103900. [PMID: 34800660 DOI: 10.1016/j.resmic.2021.103900] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2021] [Revised: 11/08/2021] [Accepted: 11/09/2021] [Indexed: 12/27/2022]
Abstract
Frankia and actinorhizal plants exchange signals in the rhizosphere leading to specific mutual recognition of partners and nitrogen-fixing nodule organogenesis. Frankia soli strain NRRL B-16219, from the Elaeagnus specificity group, colonizes the root tissues of its actinorhizal host through direct intercellular penetration of root epidermis cells and cortex. Here, we studied the early proteogenomic response of strain NRRL B-16219 to treatment with root exudates from compatible Elaeagnus angustifolia, and incompatible Ceanothus thyrsiflorus and Coriaria myrtifolia, host plants grown in nitrogen depleted hydroponic medium. Next-generation proteomics was used to identify the main Frankia proteins differentially expressed in response to the root exudates. No products of the nod genes present in B-16219 were detected. Proteins specifically upregulated in presence of E. angustifolia root exudates include those connected to nitrogen fixation and assimilation (glutamate synthetase, hydrogenase and squalene synthesis), respiration (oxidative phosphorylation and citric acid cycle pathways), oxidative stress (catalase, superoxide dismutase, and peroxidase), proteolysis (proteasome, protease, and peptidase) and plant cell wall degrading proteins involved in the depolymerization of celluloses (endoglucanase, glycosyltransferase, beta-mannanases, glycoside hydrolase and glycosyl hydrolase). Proteomic data obtained in this study will help link signaling molecules/factors to their biosynthetic pathways once those factors have been fully characterized.
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Affiliation(s)
- Abdellatif Gueddou
- USCR Bactériologie Moléculaire & Génomique, Institut National des Sciences Appliquées et de Technologie, Université Carthage, Centre Urbain Nord, BP 676-1080, Tunis Cedex, Tunisia; LR Microorganismes & Biomolécules Actives, Faculté des Sciences de Tunis, Université Tunis El Manar, 2092 - El Manar Tunisia
| | - Indrani Sarker
- Bioinformatics Facility, University of North Bengal, Siliguri, India
| | - Arnab Sen
- Bioinformatics Facility, University of North Bengal, Siliguri, India
| | - Faten Ghodhbane-Gtari
- USCR Bactériologie Moléculaire & Génomique, Institut National des Sciences Appliquées et de Technologie, Université Carthage, Centre Urbain Nord, BP 676-1080, Tunis Cedex, Tunisia; LR Microorganismes & Biomolécules Actives, Faculté des Sciences de Tunis, Université Tunis El Manar, 2092 - El Manar Tunisia
| | - David R Benson
- Department of Molecular and Cell Biology, U-3125, University of Connecticut, Storrs, CT, USA
| | - Jean Armengaud
- Laboratoire Innovations Technologiques pour La Détection et le Diagnostic (Li2D), Service de Pharmacologie et Immunoanalyse (SPI), CEA, INRA, F-30207 Bagnols-sur-Cèze, France
| | - Maher Gtari
- USCR Bactériologie Moléculaire & Génomique, Institut National des Sciences Appliquées et de Technologie, Université Carthage, Centre Urbain Nord, BP 676-1080, Tunis Cedex, Tunisia; LR Microorganismes & Biomolécules Actives, Faculté des Sciences de Tunis, Université Tunis El Manar, 2092 - El Manar Tunisia.
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11
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Khokhani D, Carrera Carriel C, Vayla S, Irving TB, Stonoha-Arther C, Keller NP, Ané JM. Deciphering the Chitin Code in Plant Symbiosis, Defense, and Microbial Networks. Annu Rev Microbiol 2021; 75:583-607. [PMID: 34623896 DOI: 10.1146/annurev-micro-051921-114809] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Chitin is a structural polymer in many eukaryotes. Many organisms can degrade chitin to defend against chitinous pathogens or use chitin oligomers as food. Beneficial microorganisms like nitrogen-fixing symbiotic rhizobia and mycorrhizal fungi produce chitin-based signal molecules called lipo-chitooligosaccharides (LCOs) and short chitin oligomers to initiate a symbiotic relationship with their compatible hosts and exchange nutrients. A recent study revealed that a broad range of fungi produce LCOs and chitooligosaccharides (COs), suggesting that these signaling molecules are not limited to beneficial microbes. The fungal LCOs also affect fungal growth and development, indicating that the roles of LCOs beyond symbiosis and LCO production may predate mycorrhizal symbiosis. This review describes the diverse structures of chitin; their perception by eukaryotes and prokaryotes; and their roles in symbiotic interactions, defense, and microbe-microbe interactions. We also discuss potential strategies of fungi to synthesize LCOs and their roles in fungi with different lifestyles.
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Affiliation(s)
- Devanshi Khokhani
- Department of Bacteriology, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA; , , , , , .,Current affiliation: Department of Plant Pathology, University of Minnesota, Saint Paul, Minnesota 55108, USA;
| | - Cristobal Carrera Carriel
- Department of Bacteriology, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA; , , , , ,
| | - Shivangi Vayla
- Department of Bacteriology, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA; , , , , ,
| | - Thomas B Irving
- Department of Bacteriology, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA; , , , , ,
| | - Christina Stonoha-Arther
- Department of Bacteriology, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA; , , , , ,
| | - Nancy P Keller
- Department of Bacteriology, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA; , , , , , .,Department of Medical Microbiology and Immunology, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA
| | - Jean-Michel Ané
- Department of Bacteriology, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA; , , , , , .,Department of Agronomy, University of Wisconsin-Madison, Madison, Wisconsin 53706, USA
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12
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Berckx F, Wibberg D, Kalinowski J, Pawlowski K. The Peptidoglycan Biosynthesis Gene murC in Frankia: Actinorhizal vs. Plant Type. Genes (Basel) 2020; 11:genes11040432. [PMID: 32316316 PMCID: PMC7231273 DOI: 10.3390/genes11040432] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Revised: 03/30/2020] [Accepted: 04/08/2020] [Indexed: 11/16/2022] Open
Abstract
Nitrogen-fixing Actinobacteria of the genus Frankia can be subdivided into four phylogenetically distinct clades; members of clusters one to three engage in nitrogen-fixing root nodule symbioses with actinorhizal plants. Mur enzymes are responsible for the biosynthesis of the peptidoglycan layer of bacteria. The four Mur ligases,MurC, MurD, MurE, and MurF, catalyse the addition of a short polypeptide to UDP-N-acetylmuramic acid. Frankia strains of cluster-2 and cluster-3 contain two copies of murC, while the strains of cluster-1 and cluster-4 contain only one. Phylogenetically, the protein encoded by the murC gene shared only by cluster-2 and cluster-3, termed MurC1, groups with MurC proteins of other Actinobacteria. The protein encoded by the murC gene found in all Frankia strains, MurC2, shows a higher similarity to the MurC proteins of plants than of Actinobacteria. MurC2 could have been either acquired via horizontal gene transfer or via gene duplication and convergent evolution, while murC1 was subsequently lost in the cluster-1 and cluster-4 strains. In the nodules induced by the cluster-2 strains, the expression levels of murC2 were significantly higher than those of murC1. Thus, there is clear sequence divergence between both types of Frankia MurC, and Frankia murC1 is in the process of being replaced by murC2, indicating selection in favour of murC2. Nevertheless, protein modelling showed no major structural differences between the MurCs from any phylogenetic group examined.
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Affiliation(s)
- Fede Berckx
- Department of Ecology, Environment, and Plant Sciences, Stockholm University, 10691 Stockholm, Sweden;
| | - Daniel Wibberg
- Center for Biotechnology (CeBiTec), Bielefeld University, 33615 Bielefeld, Germany; (D.W.); (J.K.)
| | - Jörn Kalinowski
- Center for Biotechnology (CeBiTec), Bielefeld University, 33615 Bielefeld, Germany; (D.W.); (J.K.)
| | - Katharina Pawlowski
- Center for Biotechnology (CeBiTec), Bielefeld University, 33615 Bielefeld, Germany; (D.W.); (J.K.)
- Correspondence: ; Tel.: +46-8-16-3772; Fax: +46-8-16-5525
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13
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Huisman R, Geurts R. A Roadmap toward Engineered Nitrogen-Fixing Nodule Symbiosis. PLANT COMMUNICATIONS 2020; 1:100019. [PMID: 33404552 PMCID: PMC7748023 DOI: 10.1016/j.xplc.2019.100019] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2019] [Revised: 11/06/2019] [Accepted: 12/27/2019] [Indexed: 05/26/2023]
Abstract
In the late 19th century, it was discovered that legumes can establish a root nodule endosymbiosis with nitrogen-fixing rhizobia. Soon after, the question was raised whether it is possible to transfer this trait to non-leguminous crops. In the past century, an ever-increasing amount of knowledge provided unique insights into the cellular, molecular, and genetic processes controlling this endosymbiosis. In addition, recent phylogenomic studies uncovered several genes that evolved to function specifically to control nodule formation and bacterial infection. However, despite this massive body of knowledge, the long-standing objective to engineer the nitrogen-fixing nodulation trait on non-leguminous crop plants has not been achieved yet. In this review, the unsolved questions and engineering strategies toward nitrogen-fixing nodulation in non-legume plants are discussed and highlighted.
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Affiliation(s)
- Rik Huisman
- Wageningen University, Department of Plant Sciences, Laboratory of Molecular Biology, Droevendaalsesteeg 1, Wageningen 6708PB, The Netherlands
| | - Rene Geurts
- Wageningen University, Department of Plant Sciences, Laboratory of Molecular Biology, Droevendaalsesteeg 1, Wageningen 6708PB, The Netherlands
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14
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Nguyen TV, Wibberg D, Vigil-Stenman T, Berckx F, Battenberg K, Demchenko KN, Blom J, Fernandez MP, Yamanaka T, Berry AM, Kalinowski J, Brachmann A, Pawlowski K. Frankia-Enriched Metagenomes from the Earliest Diverging Symbiotic Frankia Cluster: They Come in Teams. Genome Biol Evol 2019; 11:2273-2291. [PMID: 31368478 PMCID: PMC6735867 DOI: 10.1093/gbe/evz153] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/10/2019] [Indexed: 11/14/2022] Open
Abstract
Frankia strains induce the formation of nitrogen-fixing nodules on roots of actinorhizal plants. Phylogenetically, Frankia strains can be grouped in four clusters. The earliest divergent cluster, cluster-2, has a particularly wide host range. The analysis of cluster-2 strains has been hampered by the fact that with two exceptions, they could never be cultured. In this study, 12 Frankia-enriched metagenomes of Frankia cluster-2 strains or strain assemblages were sequenced based on seven inoculum sources. Sequences obtained via DNA isolated from whole nodules were compared with those of DNA isolated from fractionated preparations enhanced in the Frankia symbiotic structures. The results show that cluster-2 inocula represent groups of strains, and that strains not represented in symbiotic structures, that is, unable to perform symbiotic nitrogen fixation, may still be able to colonize nodules. Transposase gene abundance was compared in the different Frankia-enriched metagenomes with the result that North American strains contain more transposase genes than Eurasian strains. An analysis of the evolution and distribution of the host plants indicated that bursts of transposition may have coincided with niche competition with other cluster-2 Frankia strains. The first genome of an inoculum from the Southern Hemisphere, obtained from nodules of Coriaria papuana in Papua New Guinea, represents a novel species, postulated as Candidatus Frankia meridionalis. All Frankia-enriched metagenomes obtained in this study contained homologs of the canonical nod genes nodABC; the North American genomes also contained the sulfotransferase gene nodH, while the genome from the Southern Hemisphere only contained nodC and a truncated copy of nodB.
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Affiliation(s)
- Thanh Van Nguyen
- Department of Ecology, Environment and Plant Sciences, Stockholm University, Sweden
| | - Daniel Wibberg
- Center for Biotechnology (CeBiTec), Bielefeld University, Germany
| | | | - Fede Berckx
- Department of Ecology, Environment and Plant Sciences, Stockholm University, Sweden
| | - Kai Battenberg
- Department of Plant Sciences, University of California, Davis
| | - Kirill N Demchenko
- Laboratory of Cellular and Molecular Mechanisms of Plant Development, Komarov Botanical Institute, Russian Academy of Sciences, Saint Petersburg, Russia
- Laboratory of Molecular and Cellular Biology, All-Russia Research Institute for Agricultural Microbiology, Saint Petersburg, Russia
| | - Jochen Blom
- Bioinformatics and Systems Biology, Justus Liebig University, Gießen, Germany
| | - Maria P Fernandez
- Ecologie Microbienne, Centre National de la Recherche Scientifique UMR 5557, Université Lyon I, Villeurbanne Cedex, France
| | | | - Alison M Berry
- Department of Plant Sciences, University of California, Davis
| | - Jörn Kalinowski
- Center for Biotechnology (CeBiTec), Bielefeld University, Germany
| | - Andreas Brachmann
- Biocenter, Ludwig Maximilians University Munich, Planegg-Martinsried, Germany
| | - Katharina Pawlowski
- Department of Ecology, Environment and Plant Sciences, Stockholm University, Sweden
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15
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Gtari M, Benson DR, Nouioui I, Dawson JO, Ghodhbane-Gtari F. 19th International Meeting on Frankia and Actinorhizal Plants. Antonie van Leeuwenhoek 2018; 112:1-4. [PMID: 30460470 DOI: 10.1007/s10482-018-1202-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/20/2018] [Accepted: 11/16/2018] [Indexed: 10/27/2022]
Abstract
It has been 40 years since the first meeting dedicated to Frankia and actinorhizal plants, which was held at Petersham, Massachusetts (reported in Torrey and Tjepkema, 1979). Since then biennial meetings have been organised and held in different venues around the globe (Table 1). The most recent meeting, the "19th International Meeting on Frankia and Actinorhizal Plants", organised in Hammamet, Tunisia from 17th to 19th of March, 2018, gathered scientists from Algeria, Argentina, Belgium, China, Egypt, France, India, Portugal, Senegal, Sweden, UK, USA and Tunisia. The event was a stimulating opportunity for active researchers to share many advances since the previous meeting held in Montpellier, France (Franche et al. 2016) and to discuss new perspectives in this research field.
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16
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Salgado MG, van Velzen R, Nguyen TV, Battenberg K, Berry AM, Lundin D, Pawlowski K. Comparative Analysis of the Nodule Transcriptomes of Ceanothus thyrsiflorus (Rhamnaceae, Rosales) and Datisca glomerata (Datiscaceae, Cucurbitales). FRONTIERS IN PLANT SCIENCE 2018; 9:1629. [PMID: 30487804 PMCID: PMC6246699 DOI: 10.3389/fpls.2018.01629] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2018] [Accepted: 10/19/2018] [Indexed: 05/09/2023]
Abstract
Two types of nitrogen-fixing root nodule symbioses are known, rhizobial and actinorhizal symbioses. The latter involve plants of three orders, Fagales, Rosales, and Cucurbitales. To understand the diversity of plant symbiotic adaptation, we compared the nodule transcriptomes of Datisca glomerata (Datiscaceae, Cucurbitales) and Ceanothus thyrsiflorus (Rhamnaceae, Rosales); both species are nodulated by members of the uncultured Frankia clade, cluster II. The analysis focused on various features. In both species, the expression of orthologs of legume Nod factor receptor genes was elevated in nodules compared to roots. Since arginine has been postulated as export form of fixed nitrogen from symbiotic Frankia in nodules of D. glomerata, the question was whether the nitrogen metabolism was similar in nodules of C. thyrsiflorus. Analysis of the expression levels of key genes encoding enzymes involved in arginine metabolism revealed up-regulation of arginine catabolism, but no up-regulation of arginine biosynthesis, in nodules compared to roots of D. glomerata, while arginine degradation was not upregulated in nodules of C. thyrsiflorus. This new information corroborated an arginine-based metabolic exchange between host and microsymbiont for D. glomerata, but not for C. thyrsiflorus. Oxygen protection systems for nitrogenase differ dramatically between both species. Analysis of the antioxidant system suggested that the system in the nodules of D. glomerata leads to greater oxidative stress than the one in the nodules of C. thyrsiflorus, while no differences were found for the defense against nitrosative stress. However, induction of nitrite reductase in nodules of C. thyrsiflorus indicated that here, nitrite produced from nitric oxide had to be detoxified. Additional shared features were identified: genes encoding enzymes involved in thiamine biosynthesis were found to be upregulated in the nodules of both species. Orthologous nodule-specific subtilisin-like proteases that have been linked to the infection process in actinorhizal Fagales, were also upregulated in the nodules of D. glomerata and C. thyrsiflorus. Nodule-specific defensin genes known from actinorhizal Fagales and Cucurbitales, were also found in C. thyrsiflorus. In summary, the results underline the variability of nodule metabolism in different groups of symbiotic plants while pointing at conserved features involved in the infection process.
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Affiliation(s)
- Marco G. Salgado
- Department of Ecology, Environment and Plant Sciences, Stockholm University, Stockholm, Sweden
| | - Robin van Velzen
- Laboratory of Molecular Biology, Department of Plant Sciences, Wageningen University, Wageningen, Netherlands
| | - Thanh Van Nguyen
- Department of Ecology, Environment and Plant Sciences, Stockholm University, Stockholm, Sweden
| | - Kai Battenberg
- Department of Plant Sciences, University of California, Davis, Davis, CA, United States
| | - Alison M. Berry
- Department of Plant Sciences, University of California, Davis, Davis, CA, United States
| | - Daniel Lundin
- Centre for Ecology and Evolution in Microbial Model Systems, Linnaeus University, Kalmar, Sweden
- Department of Biochemistry and Biophysics, Stockholm University, Stockholm, Sweden
| | - Katharina Pawlowski
- Department of Ecology, Environment and Plant Sciences, Stockholm University, Stockholm, Sweden
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17
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Gtari M, Nouioui I, Sarkar I, Ghodhbane-Gtari F, Tisa LS, Sen A, Klenk HP. An update on the taxonomy of the genus Frankia Brunchorst, 1886, 174 AL. Antonie van Leeuwenhoek 2018; 112:5-21. [PMID: 30232679 DOI: 10.1007/s10482-018-1165-y] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/04/2018] [Accepted: 09/14/2018] [Indexed: 12/30/2022]
Abstract
Since the recognition of the name Frankia in the Approved Lists of bacterial names (1980), few amendments have been given to the genus description. Successive editions of Bergey's Manual of Systematics of Archaea and Bacteria have broadly conflicting suprageneric treatments of the genus without any advances for subgeneric classification. This review focuses on recent results from taxongenomics and phenoarray approaches to the positioning and the structuring of the genus Frankia. Based on phylogenomic analyses, Frankia should be considered the single member of the family Frankiaceae within the monophyletic order, Frankiales. A polyphasic strategy incorporating genome to genome data and omniLog® phenoarrays, together with classical approaches, has allowed the designation and an amended description of a type strain of the type species Frankia alni, and the recognition of at least 10 novel species covering symbiotic and non symbiotic taxa within the genus. Genome to phenome data will be shortly incorporated in the scheme for proposing novel species including those recalcitrant to isolation in axenic culture.
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Affiliation(s)
- Maher Gtari
- Institut National des Sciences Appliquées et de Technologie, Université Carthage, Centre Urbain Nord, BP 676-1080, Tunis Cedex, Tunisia.
| | - Imen Nouioui
- School of Natural and Environmental Sciences, Newcastle University, Ridley Building 2, Newcastle upon Tyne, NE1 7RU, UK
| | - Indrani Sarkar
- NBU Bioinformatics Facility, Department of Botany, University of North Bengal, Siliguri, 734013, India
| | - Faten Ghodhbane-Gtari
- Institut National des Sciences Appliquées et de Technologie, Université Carthage, Centre Urbain Nord, BP 676-1080, Tunis Cedex, Tunisia.,Laboratoire Microorganismes et Biomolécules Actives, Université Tunis El Manar, 2092, Tunis, Tunisia
| | - Louis S Tisa
- Department of Molecular, Cellular and Biomedical Sciences, University of New Hampshire, 46 College Road, Durham, NH, 03824-2617, USA
| | - Arnab Sen
- NBU Bioinformatics Facility, Department of Botany, University of North Bengal, Siliguri, 734013, India
| | - Hans-Peter Klenk
- School of Natural and Environmental Sciences, Newcastle University, Ridley Building 2, Newcastle upon Tyne, NE1 7RU, UK
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