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R. Carrino-Kyker S, P. Coyle K, A. Kluber L, J. Burke D. Fungal and Bacterial Communities Exhibit Consistent Responses to Reversal of Soil Acidification and Phosphorus Limitation over Time. Microorganisms 2019; 8:E1. [PMID: 31861322 PMCID: PMC7022789 DOI: 10.3390/microorganisms8010001] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Revised: 12/10/2019] [Accepted: 12/11/2019] [Indexed: 01/16/2023] Open
Abstract
Chronic acid deposition affects many temperate hardwood forests of the northeastern United States, reduces soil pH and phosphorus (P) availability, and can alter the structure and function of soil microbial communities. The strategies that microorganisms possess for survival in acidic, low P soil come at a carbon (C) cost. Thus, how microbial communities respond to soil acidification in forests may be influenced by plant phenological stage as C allocation belowground varies; however, this remains largely unexplored. In this study, we examined microbial communities in an ecosystem level manipulative experiment where pH and/or P availability were elevated in three separate forests in Northeastern Ohio. Tag-encoded pyrosequencing was used to examine bacterial and fungal community structure at five time points across one year corresponding to plant phenological stages. We found significant effects of pH treatment and time on fungal and bacterial communities in soil. However, we found no interaction between pH treatment and time of sampling for fungal communities and only a weak interaction between pH elevation and time for bacterial communities, suggesting that microbial community responses to soil pH are largely independent of plant phenological stage. In addition, fungal communities were structured largely by site, suggesting that fungi were responding to differences between the forests, such as plant community differences.
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Affiliation(s)
- Sarah R. Carrino-Kyker
- The Holden Arboretum, Kirtland, OH 44094, USA; (L.A.K.); (D.J.B.)
- Department of Biology, Case Western Reserve University, Cleveland, OH 44106, USA;
| | - Kaitlin P. Coyle
- Department of Biology, Case Western Reserve University, Cleveland, OH 44106, USA;
- Department of Biological Sciences, North Carolina State University, Raleigh, NC 27695, USA
| | - Laurel A. Kluber
- The Holden Arboretum, Kirtland, OH 44094, USA; (L.A.K.); (D.J.B.)
- Department of Biology, Case Western Reserve University, Cleveland, OH 44106, USA;
| | - David J. Burke
- The Holden Arboretum, Kirtland, OH 44094, USA; (L.A.K.); (D.J.B.)
- Department of Biology, Case Western Reserve University, Cleveland, OH 44106, USA;
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Jin AH, Dutertre S, Dutt M, Lavergne V, Jones A, Lewis RJ, Alewood PF. Transcriptomic-Proteomic Correlation in the Predation-Evoked Venom of the Cone Snail, Conus imperialis. Mar Drugs 2019; 17:E177. [PMID: 30893765 DOI: 10.3390/md17030177] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Revised: 03/12/2019] [Accepted: 03/14/2019] [Indexed: 12/23/2022] Open
Abstract
Individual variation in animal venom has been linked to geographical location, feeding habit, season, size, and gender. Uniquely, cone snails possess the remarkable ability to change venom composition in response to predatory or defensive stimuli. To date, correlations between the venom gland transcriptome and proteome within and between individual cone snails have not been reported. In this study, we use 454 pyrosequencing and mass spectrometry to decipher the transcriptomes and proteomes of the venom gland and corresponding predation-evoked venom of two specimens of Conus imperialis. Transcriptomic analyses revealed 17 conotoxin gene superfamilies common to both animals, including 5 novel superfamilies and two novel cysteine frameworks. While highly expressed transcripts were common to both specimens, variation of moderately and weakly expressed precursor sequences was surprisingly diverse, with one specimen expressing two unique gene superfamilies and consistently producing more paralogs within each conotoxin gene superfamily. Using a quantitative labelling method, conotoxin variability was compared quantitatively, with highly expressed peptides showing a strong correlation between transcription and translation, whereas peptides expressed at lower levels showed a poor correlation. These results suggest that major transcripts are subject to stabilizing selection, while minor transcripts are subject to diversifying selection.
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Träger S, Öpik M, Vasar M, Wilson SD. Belowground plant parts are crucial for comprehensively estimating total plant richness in herbaceous and woody habitats. Ecology 2019; 100:e02575. [PMID: 30516275 DOI: 10.1002/ecy.2575] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2018] [Revised: 10/04/2018] [Accepted: 10/24/2018] [Indexed: 11/08/2022]
Abstract
Most studies consider aboveground plant species richness as a representative biodiversity measure. This approach inevitably assumes that the partitioning of total plant species richness into above- and belowground components is constant or at least consistent within and across vegetation types. However, with studies considering belowground plant richness still scarce and completely absent along vegetation gradients, this assumption lacks experimental support. Novel DNA sequencing techniques allow economical, high-throughput species identification of belowground environmental samples, enabling the measurement of the contributions of both above- and belowground plant components to total plant richness. We investigated above- and belowground plant species richness in four vegetation types (birch forest, heath, low alpine tundra, high alpine tundra) at the scale of herbaceous plant neighborhoods (dm) using 454 sequencing of the chloroplast trnL (UAA) intron to determine the plant species richness of environmental root samples and combined it with aboveground data from vegetation surveys to obtain total plant species richness. We correlated the measured plant species richness components with each other and with their respective plant biomass components within and across vegetation types. Total plant species richness exceeded aboveground richness twice on average and by as much as three times in low alpine tundra, indicating that a significant fraction of belowground plant richness cannot be recorded aboveground. More importantly, no consistent relationship among richness components (above- and belowground) was found within or across vegetation types, indicating that aboveground richness alone cannot predict total plant richness in contrasting vegetation types. Finally, no consistent relationship between plant richness and the corresponding biomass component was found. Our results clearly show that aboveground plant richness alone is a poor estimator of total plant species richness within and across different vegetation types. Consequently, it is crucial to account for belowground plant richness in future plant ecological studies in order to validate currently accepted plant richness patterns, as well as to measure potential changes in plant community composition in a changing environment.
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Affiliation(s)
- Sabrina Träger
- Department of Botany, Institute of Ecology and Earth Sciences, University of Tartu, Lai 40, Tartu, 51005, Estonia.,Department of Biology, University of Regina, 3737 Wascana Parkway, Regina, Saskatchewan, S4S 0A2, Canada
| | - Maarja Öpik
- Department of Botany, Institute of Ecology and Earth Sciences, University of Tartu, Lai 40, Tartu, 51005, Estonia
| | - Martti Vasar
- Department of Botany, Institute of Ecology and Earth Sciences, University of Tartu, Lai 40, Tartu, 51005, Estonia
| | - Scott D Wilson
- Department of Biology, University of Regina, 3737 Wascana Parkway, Regina, Saskatchewan, S4S 0A2, Canada.,Climate Impacts Research Centre, Department of Ecology and Environmental Science, Umeå University, Abisko, 981 07, Sweden
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Xu J, Seifert HS. Analysis of Pilin Antigenic Variation in Neisseria meningitidis by Next-Generation Sequencing. J Bacteriol 2018; 200:e00465-18. [PMID: 30181126 DOI: 10.1128/JB.00465-18] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2018] [Accepted: 08/29/2018] [Indexed: 01/07/2023] Open
Abstract
Many pathogenic microbes evade host immune surveillance by varying the surface antigens, a process termed antigenic variation. While the process of pilin antigenic variation has been extensively studied in the human pathogen Neisseria gonorrhoeae (gonococcus [Gc]), relatively few studies of pilin antigenic variation have been conducted with Neisseria meningitidis (meningococcus [Mc]). Mc is usually a commensal organism that colonizes the human nasopharynx, but when it translocates to the bloodstream or meninges, it results in the severe and often deadly meningococcal disease. The type IV pili of Mc isolates play a critical role in host surface adherence, and its major pilin component (PilE) can undergo antigenic variation. In this study, Roche 454 pyrosequencing was used to examine the pilin antigenic variation of Mc strain 8013, as well as 8013 recA, recX, recQ, rep, and recJ mutants, Gc orthologues which have been shown to play a role in pilin antigenic variation. This study confirms that the Mc recA, rep, and recJ genes are essential for pilin antigenic variation. While the Mc recQ and recX gene products contribute to normal frequencies of antigenic variation, the loss of these factors does not alter the types of pilin variants produced. Overall, this study shows that the mechanisms of pilin antigenic variation are conserved between Gc and Mc.IMPORTANCE Antigenic variation is a strategy used by many pathogens to escape host immune surveillance and establish persistent infections. This study successfully applies next-generation sequencing to study pilin antigenic variation in the human pathogen Neisseria meningitidis This assay provides an affordable and efficient solution for quantifying antigenic variation frequency in mutant strains and for defining the recombination products of the process. We determined that there is a nonuniformity of silent donor copies used during meningococcus antigenic variation, and by the analysis of selected mutants deficient for specific recombination pathways, we show for the first time that the processes are conserved between N. meningitidis and Neisseria gonorrhoeae.
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Phelan S, Barthe MS, Tobie C, Kildea S. Detection of the cytochrome b mutation G143A in Irish Rhynchosporium commune populations using targeted 454 sequencing. Pest Manag Sci 2017; 73:1154-1160. [PMID: 27615688 DOI: 10.1002/ps.4434] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2016] [Revised: 08/26/2016] [Accepted: 09/07/2016] [Indexed: 06/06/2023]
Abstract
BACKGROUND Rhynchosporium commune is a major fungal pathogen of barley crops, and the application of fungicides, such as quinone outside inhibitors (QoIs), plays an important role in crop disease control. The genetic mechanisms linked to QoI resistance have been identified in the cytochrome b gene, with QoI resistance conferred by the G143A substitution. The objective of this study was to develop a high-throughput molecular assay to detect and identify mutations associated with QoI resistance within the Irish R. commune population. RESULTS Leaf lesions of R. commune sampled from 74 sites during 2009-2014 and isolates from 2006 and 2007 were screened for non-synonymous mutations of the cytochrome b gene using 454 targeted sequencing. The presence of the G143A substitution was confirmed in R. commune samples at one site in 2013 and at four sites in 2014; however, the frequency of the substitution in these samples was low (2-18%). The 454 sequencing results were confirmed by PCR-RFLP and Sanger sequencing. CONCLUSION The molecular assay that has been applied to this monitoring programme has shown that the application of 454 next-generation sequencing offers the potential for high throughput and accurate characterisation of non-synonymous mutations associated with fungicide resistance in a crop pathogen. © 2016 Society of Chemical Industry.
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Affiliation(s)
- Sinead Phelan
- Department of Crop Science, Teagasc Crops Environment and Land Use Programme, Oak Park, Carlow, Ireland
| | - Marie-Sophie Barthe
- Department of Crop Science, Teagasc Crops Environment and Land Use Programme, Oak Park, Carlow, Ireland
| | - Camille Tobie
- Department of Crop Science, Teagasc Crops Environment and Land Use Programme, Oak Park, Carlow, Ireland
| | - Steven Kildea
- Department of Crop Science, Teagasc Crops Environment and Land Use Programme, Oak Park, Carlow, Ireland
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Loke KK, Rahnamaie-Tajadod R, Yeoh CC, Goh HH, Mohamed-Hussein ZA, Zainal Z, Ismail I, Mohd Noor N. Transcriptome analysis of Polygonum minus reveals candidate genes involved in important secondary metabolic pathways of phenylpropanoids and flavonoids. PeerJ 2017; 5:e2938. [PMID: 28265493 PMCID: PMC5333554 DOI: 10.7717/peerj.2938] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2016] [Accepted: 12/23/2016] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Polygonum minus is an herbal plant in the Polygonaceae family which is rich in ethnomedicinal plants. The chemical composition and characteristic pungent fragrance of Polygonum minus have been extensively studied due to its culinary and medicinal properties. There are only a few transcriptome sequences available for species from this important family of medicinal plants. The limited genetic information from the public expressed sequences tag (EST) library hinders further study on molecular mechanisms underlying secondary metabolite production. METHODS In this study, we performed a hybrid assembly of 454 and Illumina sequencing reads from Polygonum minus root and leaf tissues, respectively, to generate a combined transcriptome library as a reference. RESULTS A total of 34.37 million filtered and normalized reads were assembled into 188,735 transcripts with a total length of 136.67 Mbp. We performed a similarity search against all the publicly available genome sequences and found similarity matches for 163,200 (86.5%) of Polygonum minus transcripts, largely from Arabidopsis thaliana (58.9%). Transcript abundance in the leaf and root tissues were estimated and validated through RT-qPCR of seven selected transcripts involved in the biosynthesis of phenylpropanoids and flavonoids. All the transcripts were annotated against KEGG pathways to profile transcripts related to the biosynthesis of secondary metabolites. DISCUSSION This comprehensive transcriptome profile will serve as a useful sequence resource for molecular genetics and evolutionary research on secondary metabolite biosynthesis in Polygonaceae family. Transcriptome assembly of Polygonum minus can be accessed at http://prims.researchfrontier.org/index.php/dataset/transcriptome.
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Affiliation(s)
- Kok-Keong Loke
- Institute of Systems Biology, Universiti Kebangsaan Malaysia, Bangi, Malaysia
| | | | - Chean-Chean Yeoh
- School of Biosciences and Biotechnology, Faculty of Science and Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia
| | - Hoe-Han Goh
- Institute of Systems Biology, Universiti Kebangsaan Malaysia, Bangi, Malaysia
| | - Zeti-Azura Mohamed-Hussein
- Institute of Systems Biology, Universiti Kebangsaan Malaysia, Bangi, Malaysia
- School of Biosciences and Biotechnology, Faculty of Science and Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia
| | - Zamri Zainal
- Institute of Systems Biology, Universiti Kebangsaan Malaysia, Bangi, Malaysia
- School of Biosciences and Biotechnology, Faculty of Science and Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia
| | - Ismanizan Ismail
- Institute of Systems Biology, Universiti Kebangsaan Malaysia, Bangi, Malaysia
- School of Biosciences and Biotechnology, Faculty of Science and Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia
| | - Normah Mohd Noor
- Institute of Systems Biology, Universiti Kebangsaan Malaysia, Bangi, Malaysia
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Hunter MC, Pozhitkov AE, Noble PA. Microbial signatures of oral dysbiosis, periodontitis and edentulism revealed by Gene Meter methodology. J Microbiol Methods 2016; 131:85-101. [PMID: 27717873 DOI: 10.1016/j.mimet.2016.09.019] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2016] [Revised: 09/26/2016] [Accepted: 09/27/2016] [Indexed: 12/13/2022]
Abstract
Conceptual models suggest that certain microorganisms (e.g., the "red" complex) are indicative of a specific disease state (e.g., periodontitis); however, recent studies have questioned the validity of these models. Here, the abundances of 500+ microbial species were determined in 16 patients with clinical signs of one of the following oral conditions: periodontitis, established caries, edentulism, and oral health. Our goal was to determine if the abundances of certain microorganisms reflect dysbiosis or a specific clinical condition that could be used as a 'signature' for dental research. Microbial abundances were determined by the analysis of 138,718 calibrated probes using Gene Meter methodology. Each 16S rRNA gene was targeted by an average of 194 unique probes (n=25nt). The calibration involved diluting pooled gene target samples, hybridizing each dilution to a DNA microarray, and fitting the probe intensities to adsorption models. The fit of the model to the experimental data was used to assess individual and aggregate probe behavior; good fits (R2>0.90) were retained for back-calculating microbial abundances from patient samples. The abundance of a gene was determined from the median of all calibrated individual probes or from the calibrated abundance of all aggregated probes. With the exception of genes with low abundances (<2 arbitrary units), the abundances determined by the different calibrations were highly correlated (r~1.0). Seventeen genera were classified as 'signatures of dysbiosis' because they had significantly higher abundances in patients with periodontitis and edentulism when contrasted with health. Similarly, 13 genera were classified as 'signatures of periodontitis', and 14 genera were classified as 'signatures of edentulism'. The signatures could be used, individually or in combination, to assess the clinical status of a patient (e.g., evaluating treatments such as antibiotic therapies). Comparisons of the same patient samples revealed high false negatives (45%) for next-generation-sequencing results and low false positives (7%) for Gene Meter results.
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Affiliation(s)
- M Colby Hunter
- Program in Microbiology, Alabama State University, Montgomery, AL 36101, United States.
| | - Alex E Pozhitkov
- Department of Oral Health, University of Washington, Box 3574444, Seattle, WA, United States.
| | - Peter A Noble
- Department of Periodontics, University of Washington, Box 3574444, Seattle, WA, United States.
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Trivellini A, Cocetta G, Hunter DA, Vernieri P, Ferrante A. Spatial and temporal transcriptome changes occurring during flower opening and senescence of the ephemeral hibiscus flower, Hibiscus rosa-sinensis. J Exp Bot 2016; 67:5919-5931. [PMID: 27591432 PMCID: PMC5091337 DOI: 10.1093/jxb/erw295] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
Flowers are complex systems whose vegetative and sexual structures initiate and die in a synchronous manner. The rapidity of this process varies widely in flowers, with some lasting for months while others such as Hibiscus rosa-sinensis survive for only a day. The genetic regulation underlying these differences is unclear. To identify key genes and pathways that coordinate floral organ senescence of ephemeral flowers, we identified transcripts in H. rosa-sinensis floral organs by 454 sequencing. During development, 2053 transcripts increased and 2135 decreased significantly in abundance. The senescence of the flower was associated with increased abundance of many hydrolytic genes, including aspartic and cysteine proteases, vacuolar processing enzymes, and nucleases. Pathway analysis suggested that transcripts altering significantly in abundance were enriched in functions related to cell wall-, aquaporin-, light/circadian clock-, autophagy-, and calcium-related genes. Finding enrichment in light/circadian clock-related genes fits well with the observation that hibiscus floral development is highly synchronized with light and the hypothesis that ageing/senescence of the flower is orchestrated by a molecular clock. Further study of these genes will provide novel insight into how the molecular clock is able to regulate the timing of programmed cell death in tissues.
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Affiliation(s)
- Alice Trivellini
- Institute of Life Science, Scuola Superiore Sant'Anna, Pisa, Italy
| | - Giacomo Cocetta
- Department of Agricultural and Environmental Sciences, Università degli Studi Milano, Milan, Italy
| | - Donald A Hunter
- The New Zealand Institute for Plant & Food Research Limited, Palmerston North, New Zealand
| | - Paolo Vernieri
- Department of Agriculture, Food and Environment, Università degli Studi di Pisa, Pisa, Italy
| | - Antonio Ferrante
- Department of Agricultural and Environmental Sciences, Università degli Studi Milano, Milan, Italy
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Delghandi M, Afzal H, Al Hinai MSN, Al-Breiki RDG, Jerry DR, Dao HT. Novel Polymorphic Microsatellite Markers for Panulirus ornatus and their Cross-species Primer Amplification in Panulirus homarus. Anim Biotechnol 2016; 27:310-4. [PMID: 27565876 DOI: 10.1080/10495398.2016.1190372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Polymorphic microsatellite loci were isolated for Panulirus ornatus using 454 GS-FLX Titanium pyrosequencing. Fifteen markers containing perfect di-, tri-, tetra-, and penta-nucleotide motifs were consistently co-amplified in five multiplexes in a panel of 91 randomly selected samples. Observed number of alleles varied from 2 to 14 per locus. Observed and expected heterozygosity ranged from 0.090 to 0.79 and 0.08 to 0.87, respectively. Ten loci deviated from Hardy-Weinberg equilibrium after sequential Bonferroni correction. Genetic linkage disequilibrium analysis between all pairs of the loci showed significant departure from the null hypothesis between 11 loci. The microsatellite markers were also amplified successfully in related Panulirus homarus species with adequate level of polymorphism. The successful cross-species primer amplification of the 15 microsatellites indicates the potential of the developed markers to be transferred to other Panulirus species. The 15 novel microsatellite markers reported in this work add to the previously characterized markers by our group, exhibit adequate levels of polymorphism for wide range of future studies investigating population structure, genetic diversity, and evolutionary relationships among Panulirus species.
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Affiliation(s)
- Madjid Delghandi
- a Center of Excellence in Marine Biotechnology , Sultan Qaboos University , Al-Khoud , Sultanate of Oman
| | - Hasifa Afzal
- a Center of Excellence in Marine Biotechnology , Sultan Qaboos University , Al-Khoud , Sultanate of Oman
| | - Manal Saif Nasser Al Hinai
- a Center of Excellence in Marine Biotechnology , Sultan Qaboos University , Al-Khoud , Sultanate of Oman
| | | | - Dean R Jerry
- b Center for Sustainable Tropical Fisheries and Aquaculture and College of Marine and Environmental Science , James Cook University , Townsville , Queensland , Australia
| | - Hoc Tan Dao
- b Center for Sustainable Tropical Fisheries and Aquaculture and College of Marine and Environmental Science , James Cook University , Townsville , Queensland , Australia.,c Institute of Oceanography , Vietnam Academy of Science and Technology , Nha Trang , Vietnam
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Rämä T, Davey ML, Nordén J, Halvorsen R, Blaalid R, Mathiassen GH, Alsos IG, Kauserud H. Fungi Sailing the Arctic Ocean: Speciose Communities in North Atlantic Driftwood as Revealed by High-Throughput Amplicon Sequencing. Microb Ecol 2016; 72:295-304. [PMID: 27147245 DOI: 10.1007/s00248-016-0778-9] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2016] [Accepted: 04/22/2016] [Indexed: 06/05/2023]
Abstract
High amounts of driftwood sail across the oceans and provide habitat for organisms tolerating the rough and saline environment. Fungi have adapted to the extremely cold and saline conditions which driftwood faces in the high north. For the first time, we applied high-throughput sequencing to fungi residing in driftwood to reveal their taxonomic richness, community composition, and ecology in the North Atlantic. Using pyrosequencing of ITS2 amplicons obtained from 49 marine logs, we found 807 fungal operational taxonomic units (OTUs) based on clustering at 97 % sequence similarity cut-off level. The phylum Ascomycota comprised 74 % of the OTUs and 20 % belonged to Basidiomycota. The richness of basidiomycetes decreased with prolonged submersion in the sea, supporting the general view of ascomycetes being more extremotolerant. However, more than one fourth of the fungal OTUs remained unassigned to any fungal class, emphasising the need for better DNA reference data from the marine habitat. Different fungal communities were detected in coniferous and deciduous logs. Our results highlight that driftwood hosts a considerably higher fungal diversity than currently known. The driftwood fungal community is not a terrestrial relic but a speciose assemblage of fungi adapted to the stressful marine environment and different kinds of wooden substrates found in it.
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Affiliation(s)
- Teppo Rämä
- Tromsø University Museum, UiT The Arctic University of Norway, Tromsø, Norway.
- Marbio, UiT The Arctic University of Norway, Tromsø, Norway.
| | - Marie L Davey
- Section for Genetics and Evolutionary Biology, Department of Biosciences, University of Oslo, Oslo, Norway
- Department of Ecology and Natural Resource Management, Norwegian University of Life Sciences, Ås, Norway
- University Centre in Svalbard (UNIS), Svalbard, Norway
| | - Jenni Nordén
- Section for Genetics and Evolutionary Biology, Department of Biosciences, University of Oslo, Oslo, Norway
- Natural History Museum, University of Oslo, Oslo, Norway
- Norwegian Institute for Nature Research, Oslo, Norway
| | - Rune Halvorsen
- Natural History Museum, University of Oslo, Oslo, Norway
| | - Rakel Blaalid
- Section for Genetics and Evolutionary Biology, Department of Biosciences, University of Oslo, Oslo, Norway
- Haukeland University Hospital, Bergen, Norway
| | - Geir H Mathiassen
- Tromsø University Museum, UiT The Arctic University of Norway, Tromsø, Norway
| | - Inger G Alsos
- Tromsø University Museum, UiT The Arctic University of Norway, Tromsø, Norway
| | - Håvard Kauserud
- Section for Genetics and Evolutionary Biology, Department of Biosciences, University of Oslo, Oslo, Norway
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Benucci GMN, Bonito GM. The Truffle Microbiome: Species and Geography Effects on Bacteria Associated with Fruiting Bodies of Hypogeous Pezizales. Microb Ecol 2016; 72:4-8. [PMID: 27026101 DOI: 10.1007/s00248-016-0755-3] [Citation(s) in RCA: 73] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/27/2015] [Accepted: 03/18/2016] [Indexed: 06/05/2023]
Abstract
Fungi that produce their fruiting bodies underground within the soil profile are known commonly as truffles. Truffle fruiting bodies harbor a diverse but poorly understood microbial community of bacteria, yeasts, and filamentous fungi. In this study, we used next-generation 454 amplicon pyrosequencing of the V1 and V4 region of the bacterial 16S ribosomal DNA (rDNA) in order to characterize and compare effects of truffle species and geographic origin on the truffle microbiome. We compared truffle microbiomes of the glebal tissue for eight truffle species belonging to four distinct genera within the Pezizales: Tuber, Terfezia, Leucangium, and Kalapuya. The bacterial community within truffles was dominated by Proteobacteria, Bacterioides, Actinobacteria, and Firmicutes. Bacterial richness within truffles was quite low overall, with between 2-23 operational taxonomic units (OTUs). Notably, we found a single Bradyrhizobium OTU to be dominant within truffle species belonging to the genus Tuber, irrespective of geographic origin, but not in other truffle genera sampled. This study offers relevant insights into the truffle microbiome and raises questions concerning the recruitment and function of these fungal-associated bacteria consortia.
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Affiliation(s)
- Gian Maria Niccolò Benucci
- Department of Plant, Soil and Microbial Sciences, Michigan State University, 1066 Bogue Street, East Lansing, MI, 48824, USA
| | - Gregory M Bonito
- Department of Plant, Soil and Microbial Sciences, Michigan State University, 1066 Bogue Street, East Lansing, MI, 48824, USA.
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Magnanou E, Noirot C, Falcón J, Jørgensen EH. Sequencing and characterization of a multi-organ Arctic charr transcriptome: A toolbox for investigating polymorphism and seasonal life in a high Arctic fish. Mar Genomics 2016; 29:45-53. [PMID: 27118202 DOI: 10.1016/j.margen.2016.04.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2016] [Revised: 04/08/2016] [Accepted: 04/08/2016] [Indexed: 02/06/2023]
Abstract
The Arctic charr (Salvelinus alpinus L.) inhabits fresh water ecosystems of the high North. The species has developed a strong phenotypic plasticity and variability in life history characteristics which has made this species an attractive model for investigations on phenotype plasticity, morph formation and ecological speciation. Further, the extreme seasonal variations in environmental conditions (e.g. food availability) in the high North induce seasonal changes in phenotype, which require precise timing mechanisms and physiological preparations. Individual gating of life-history strategies (e.g. formation of resident and sea-migrating morphs) and transitions (e.g. maturation) depends on conditional traits (size/energy status) at specific assessment time windows, and complex neuroendocrine regulation, which so far is poorly understood. In the absence of a reference genome, and in order to facilitate the investigation of the complex biological mechanisms of this unique fish model, the present study reveals a reference transcriptome for the Arctic charr. Using Roche 454 GS FLX+, we targeted various organs being either at the crossroads of many key pathways (neuroendocrine, metabolic, behavioral), of different ontological origins or displaying complementary physiological functions. The assemblage yielded 34,690 contigs greater than 1000bp with an average length (1690bp) and annotation rate (52%) within the range, or even higher, than what has been previously obtained with other teleost de novo transcriptomes. We dramatically improve the publically available transcript data on this species that may indeed be useful for various disciplines, from basic research to applied aspects related to conservation issues and aquaculture.
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Affiliation(s)
- Elodie Magnanou
- Sorbonne Universités, UPMC Univ Paris 06, CNRS, Biologie Intégrative des Organismes Marins (BIOM), Observatoire Océanologique, F-66650, Banyuls/Mer, France.
| | - Celine Noirot
- INRA, Plateforme bioinformatique Toulouse Midi-Pyrénées, UR875 Biométrie et Intelligence Artificielle, BP 52627, 31326 Castanet-Tolosan Cedex, France
| | - Jack Falcón
- Sorbonne Universités, UPMC Univ Paris 06, CNRS, Biologie Intégrative des Organismes Marins (BIOM), Observatoire Océanologique, F-66650, Banyuls/Mer, France
| | - Even Hjalmar Jørgensen
- Faculty of Biosciences, Fisheries and Economy, Department of Arctic and Marine Biology, UiT the Arctic University of Norway, NO-9037 Tormsø, Norway.
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Faulks LK, Östman Ö. Adaptive major histocompatibility complex (MHC) and neutral genetic variation in two native Baltic Sea fishes (perch Perca fluviatilis and zander Sander lucioperca) with comparisons to an introduced and disease susceptible population in Australia (P. fluviatilis): assessing the risk of disease epidemics. J Fish Biol 2016; 88:1564-1583. [PMID: 26940068 DOI: 10.1111/jfb.12930] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/09/2015] [Accepted: 01/29/2016] [Indexed: 06/05/2023]
Abstract
This study assessed the major histocompatibility complex (MHC) and neutral genetic variation and structure in two percid species, perch Perca fluviatilis and zander Sander lucioperca, in a unique brackish ecosystem, the Baltic Sea. In addition, to assess the importance of MHC diversity to disease susceptibility in these populations, comparisons were made to an introduced, disease susceptible, P. fluviatilis population in Australia. Eighty-three MHC class II B exon 2 variants were amplified: 71 variants from 92 P. fluviatilis samples, and 12 variants from 82 S. lucioperca samples. Microsatellite and MHC data revealed strong spatial genetic structure in S. lucioperca, but not P. fluviatilis, across the Baltic Sea. Both microsatellite and MHC data showed higher levels of genetic diversity in P. fluviatilis from the Baltic Sea compared to Australia, which may have facilitated the spread of an endemic virus, EHNV in the Australian population. The relatively high levels of genetic variation in the Baltic Sea populations, together with spatial genetic structure, however, suggest that there currently seems to be little risk of disease epidemics in this system. To ensure this remains the case in the face of ongoing environmental changes, fisheries and habitat disturbance, the conservation of local-scale genetic variation is recommended.
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Affiliation(s)
- L K Faulks
- Department of Ecology and Genetics - Animal Ecology, Uppsala University, Norbyvägen 18D, 75236, Uppsala, Sweden
| | - Ö Östman
- Department of Aquatic Resources - Institute of Coastal Research, Swedish University of Agricultural Sciences, Skolvägen 6, 74242, Öregrund, Sweden
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Anderson CD, Ricks NJ, Farley KM, Maughan PJ, Stevens MR. Identification and characterization of microsatellite markers in Penstemon scariosus (Plantaginaceae). Appl Plant Sci 2016; 4:apps1500105. [PMID: 27011896 PMCID: PMC4795917 DOI: 10.3732/apps.1500105] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 09/15/2015] [Accepted: 10/21/2015] [Indexed: 06/05/2023]
Abstract
PREMISE OF THE STUDY Penstemon scariosus var. albifluvis (Plantaginaceae) has been proposed to be federally listed as threatened due to its unique, geologically oil-rich habitat. Developing simple sequence repeat (SSR) markers to study its genetic diversity would be most useful. METHODS AND RESULTS Using genomic reduction in combination with next-generation sequencing, we identified SSR motifs with five to 15 perfect repeats in 1067 P. scariosus contigs. After multiple qualifying tests, 16 SSRs were selected for their robust polymorphic reliability across 12 taxa with as high as 21 alleles in a given taxon. With the exception of two monomorphic loci, the observed and expected heterozygosity values ranged from 0.083 to 1.000 and 0.398 to 0.920, respectively. CONCLUSIONS These microsatellite markers will directly aid in studies of the genetic diversity and relatedness of P. scariosus, P. comarrhenus, P. compactus, P. cyananthus var. cyananthus, P. fremontii var. fremontii, P. fremontii var. glabrescens, P. gibbensii, P. strictus, and P. subglaber.
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Affiliation(s)
- Chris D. Anderson
- Department of Plant and Wildlife Sciences, Brigham Young University, Provo, Utah 84602 USA
| | - Nathan J. Ricks
- Department of Plant and Wildlife Sciences, Brigham Young University, Provo, Utah 84602 USA
| | - Kevin M. Farley
- Department of Plant and Wildlife Sciences, Brigham Young University, Provo, Utah 84602 USA
| | - Peter J. Maughan
- Department of Plant and Wildlife Sciences, Brigham Young University, Provo, Utah 84602 USA
| | - Mikel R. Stevens
- Department of Plant and Wildlife Sciences, Brigham Young University, Provo, Utah 84602 USA
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15
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Satler JD, Zellmer AJ, Carstens BC. Biogeographic barriers drive co-diversification within associated eukaryotes of the Sarracenia alata pitcher plant system. PeerJ 2016; 4:e1576. [PMID: 26788436 PMCID: PMC4715430 DOI: 10.7717/peerj.1576] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2015] [Accepted: 12/16/2015] [Indexed: 12/29/2022] Open
Abstract
Understanding if the members of an ecological community have co-diversified is a central concern of evolutionary biology, as co-diversification suggests prolonged association and possible coevolution. By sampling associated species from an ecosystem, researchers can better understand how abiotic and biotic factors influence diversification in a region. In particular, studies of co-distributed species that interact ecologically can allow us to disentangle the effect of how historical processes have helped shape community level structure and interactions. Here we investigate the Sarracenia alata pitcher plant system, an ecological community where many species from disparate taxonomic groups live inside the fluid-filled pitcher leaves. Direct sequencing of the eukaryotes present in the pitcher plant fluid enables us to better understand how a host plant can shape and contribute to the genetic structure of its associated inquilines, and to ask whether genetic variation in the taxa are structured in a similar manner to the host plant. We used 454 amplicon-based metagenomics to demonstrate that the pattern of genetic diversity in many, but not all, of the eukaryotic community is similar to that of S. alata, providing evidence that associated eukaryotes share an evolutionary history with the host pitcher plant. Our work provides further evidence that a host plant can influence the evolution of its associated commensals.
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Affiliation(s)
- Jordan D Satler
- Department of Evolution, Ecology and Organismal Biology, The Ohio State University , Columbus, OH , United States
| | - Amanda J Zellmer
- Department of Biology, Occidental College , Los Angeles, CA , United States
| | - Bryan C Carstens
- Department of Evolution, Ecology and Organismal Biology, The Ohio State University , Columbus, OH , United States
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16
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Roy‐Bolduc A, Laliberté E, Hijri M. High richness of ectomycorrhizal fungi and low host specificity in a coastal sand dune ecosystem revealed by network analysis. Ecol Evol 2016; 6:349-62. [PMID: 26811798 PMCID: PMC4716518 DOI: 10.1002/ece3.1881] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2015] [Revised: 11/12/2015] [Accepted: 11/23/2015] [Indexed: 01/27/2023] Open
Abstract
Ectomycorrhizal (EM) fungi are ubiquitous in temperate and boreal forests, comprising over 20,000 species forming root symbiotic associations with Pinaceae and woody angiosperms. As much as 100 different EM fungal species can coexist and interact with the same tree species, forming complex multispecies networks in soils. The degree of host specificity and structural properties of these interaction networks (e.g., nestedness and modularity) may influence plant and fungal community assembly and species coexistence, yet their structure has been little studied in northern coniferous forests, where trees depend on EM fungi for nutrient acquisition. We used high-throughput sequencing to characterize the composition and diversity of bulk soil and root-associated fungal communities in four co-occurring Pinaceae in a relic foredune plain located at Îles de la Madeleine, Québec, Canada. We found high EM fungal richness across the four hosts, with a total of 200 EM operational taxonomic units (OTUs), mainly belonging to the Agaricomycetes. Network analysis revealed an antinested pattern in both bulk soil and roots EM fungal communities. However, there was no detectable modularity (i.e., subgroups of interacting species) in the interaction networks, indicating a low level of specificity in these EM associations. In addition, there were no differences in EM fungal OTU richness or community structure among the four tree species. Limited shared resources and competitive exclusion typically restrict the number of taxa coexisting within the same niche. As such, our finding of high EM fungal richness and low host specificity highlights the need for further studies to determine the mechanisms enabling such a large number of EM fungal species to coexist locally on the same hosts.
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Affiliation(s)
- Alice Roy‐Bolduc
- Département de Sciences BiologiquesInstitut de Recherche en Biologie VégétaleUniversité de Montréal4101 Sherbrooke EstMontréalQuébecCanadaH1X 2B2
| | - Etienne Laliberté
- Département de Sciences BiologiquesInstitut de Recherche en Biologie VégétaleUniversité de Montréal4101 Sherbrooke EstMontréalQuébecCanadaH1X 2B2
| | - Mohamed Hijri
- Département de Sciences BiologiquesInstitut de Recherche en Biologie VégétaleUniversité de Montréal4101 Sherbrooke EstMontréalQuébecCanadaH1X 2B2
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Capo E, Debroas D, Arnaud F, Domaizon I. Is Planktonic Diversity Well Recorded in Sedimentary DNA? Toward the Reconstruction of Past Protistan Diversity. Microb Ecol 2015; 70:865-75. [PMID: 26022714 DOI: 10.1007/s00248-015-0627-2] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2014] [Accepted: 05/12/2015] [Indexed: 05/25/2023]
Abstract
Studies based on the coupling of a paleolimnological approach and molecular tools (e.g., sequencing of sedimentary DNA) present a promising opportunity to obtain long-term data on past lacustrine biodiversity. However, certain validations are still required, such as the evaluation of DNA preservation in sediments for various planktonic taxa that do not leave any morphological diagnostic features. In this study, we focused on the diversity of planktonic unicellular eukaryotes and verified the presence of their DNA in sediment archives. We compared the molecular inventories (high-throughput sequencing of 18S ribosomal DNA) obtained from monitoring the water column with those obtained for DNA archived in the first 30 cm of sediment. Seventy-one percent of taxonomic units found in the water samples were detected in sediment samples, including pigmented taxa, such as Chlorophyta, Dinophyceae, and Chrysophyceae, phagotrophic taxa, such as Ciliophora, parasitic taxa, such as Apicomplexa and Chytridiomycota, and saprotrophs, such as Cryptomycota. Parallel analysis of 18S ribosomal RNA (rRNA) transcripts revealed the presence of living eukaryotic taxa only in the top 2 cm of sediment; although some limits exist in using RNA/DNA ratio as indicator of microbial activity, these results suggested that the sedimentary DNA mostly represented DNA from past and inactive communities. Only the diversity of a few groups, such as Cryptophyta and Haptophyta, seemed to be poorly preserved in sediments. Our overall results showed that the application of sequencing techniques to sedimentary DNA could be used to reconstruct past diversity for numerous planktonic eukaryotic groups.
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Affiliation(s)
- Eric Capo
- INRA, UMR 42 CARRTEL, 74203, Thonon-les-bains Cedex, France
- Université Savoie Mont Blanc, UMR 42 CARRTEL, 73379, Le Bourget du Lac, France
| | - Didier Debroas
- Clermont Université, Université Blaise Pascal, CNRS, UMR 6023 LMGE, 63171, Aubière, France
| | - Fabien Arnaud
- CNRS, UMR 5204 EDYTEM, Université Savoie Mont Blanc, 73379, Le Bourget du Lac Cedex, France
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Böckelmann J, Wieser D, Tremetsberger K, Šumberová K, Bernhardt KG. Isolation of nuclear microsatellite markers for Cyperus fuscus (Cyperaceae). Appl Plant Sci 2015; 3:apps1500071. [PMID: 26649269 PMCID: PMC4651633 DOI: 10.3732/apps.1500071] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/17/2015] [Accepted: 07/15/2015] [Indexed: 06/05/2023]
Abstract
PREMISE OF THE STUDY Microsatellite markers were characterized in the extremely specialized ephemeral wetland plant species Cyperus fuscus (Cyperaceae). The markers will be used for studying population genetics in natural vs. anthropogenic habitats, on a European scale, and the role of the soil seed bank in the life cycle of this ephemeral species. METHODS AND RESULTS Twenty-one microsatellite loci were established and scored in two populations, with mean number of alleles of 2.6 and 2.9 and mean expected heterozygosity of 0.405 and 0.470, respectively. Forty-four additional loci with the number of alleles ranging from one to four (mean = 2.1) were successfully amplified in seven individuals. CONCLUSIONS The novel microsatellite markers will be useful for studying the genetic structure of populations of this ephemeral plant as well as their seed bank.
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Affiliation(s)
- Jörg Böckelmann
- Institute of Botany, Department of Integrative Biology and Biodiversity Research, University of Natural Resources and Life Sciences, Vienna, Gregor-Mendel-Straße 33, 1180 Vienna, Austria
| | - David Wieser
- Institute of Botany, Department of Integrative Biology and Biodiversity Research, University of Natural Resources and Life Sciences, Vienna, Gregor-Mendel-Straße 33, 1180 Vienna, Austria
| | - Karin Tremetsberger
- Institute of Botany, Department of Integrative Biology and Biodiversity Research, University of Natural Resources and Life Sciences, Vienna, Gregor-Mendel-Straße 33, 1180 Vienna, Austria
| | - Kateřina Šumberová
- Department of Vegetation Ecology, Institute of Botany, Czech Academy of Sciences, Lidická 25/27, 602 00 Brno, Czech Republic
| | - Karl-Georg Bernhardt
- Institute of Botany, Department of Integrative Biology and Biodiversity Research, University of Natural Resources and Life Sciences, Vienna, Gregor-Mendel-Straße 33, 1180 Vienna, Austria
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Liu X, Dong Y, Yao N, Zhang Y, Wang N, Cui X, Li X, Wang Y, Wang F, Yang J, Guan L, Du L, Li H, Li X. De Novo Sequencing and Analysis of the Safflower Transcriptome to Discover Putative Genes Associated with Safflor Yellow in Carthamus tinctorius L. Int J Mol Sci 2015; 16:25657-77. [PMID: 26516840 DOI: 10.3390/ijms161025657] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2015] [Revised: 10/13/2015] [Accepted: 10/20/2015] [Indexed: 02/06/2023] Open
Abstract
Safflower (Carthamus tinctorius L.), an important traditional Chinese medicine, is cultured widely for its pharmacological effects, but little is known regarding the genes related to the metabolic regulation of the safflower’s yellow pigment. To investigate genes related to safflor yellow biosynthesis, 454 pyrosequencing of flower RNA at different developmental stages was performed, generating large databases.In this study, we analyzed 454 sequencing data from different flowering stages in safflower. In total, 1,151,324 raw reads and 1,140,594 clean reads were produced, which were assembled into 51,591 unigenes with an average length of 679 bp and a maximum length of 5109 bp. Among the unigenes, 40,139 were in the early group, 39,768 were obtained from the full group and 28,316 were detected in both samples. With the threshold of “log2 ratio ≥ 1”, there were 34,464 differentially expressed genes, of which 18,043 were up-regulated and 16,421 were down-regulated in the early flower library. Based on the annotations of the unigenes, 281 pathways were predicted. We selected 12 putative genes and analyzed their expression levels using quantitative real time-PCR. The results were consistent with the 454 sequencing results. In addition, the expression of chalcone synthase, chalcone isomerase and anthocyanidin synthase, which are involved in safflor yellow biosynthesis and safflower yellow pigment (SYP) content, were analyzed in different flowering periods, indicating that their expression levels were related to SYP synthesis. Moreover, to further confirm the results of the 454 pyrosequencing, full-length cDNA of chalcone isomerase (CHI) and anthocyanidin synthase (ANS) were cloned from safflower petal by RACE (Rapid-amplification of cDNA ends) method according to fragment of the transcriptome.
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20
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Dutta M, Ali A, Melcher U. Detection, discrimination and discovery of a new Tobacco streak virus strain. J Virol Methods 2015; 221:15-21. [PMID: 25907471 DOI: 10.1016/j.jviromet.2015.03.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2015] [Accepted: 03/29/2015] [Indexed: 10/23/2022]
Abstract
Soybean plants that exhibited symptoms of virus infection were sampled from different counties of Oklahoma. These plants were tested serologically for 15 viruses known to infect soybean plants. Fifty-seven samples that exhibited typical virus-like symptoms did not test positive for any of the 15 viruses used in a dot-immunobinding assay (DIBA). Four samples were pooled and used for next generation sequencing using the 454-Roche protocol. Sequence and phylogenetic analysis of the sequences obtained revealed infection with a distinct strain of Tobacco streak virus (TSV). TSV was one of the 15 viruses initially tested for using DIBA and had tested negative. TSV belongs to the genus Ilarvirus and has been reported as a causal agent of bud blight in soybean crops in Brazil and the United States. Out of 10 reported primer pairs for TSV reverse transcription-polymerase chain reaction (RT-PCR), only two had the potential, based on sequence similarity, to amplify part of the genome of the distinct strain of TSV found in Oklahoma and only one was actually able to amplify the region. In this study, a new primer pair, specific to all known TSV and capable of amplifying the Oklahoma strain (TSV-OK), was designed from a highly conserved region of coat protein (CP) sequences and end-point PCR and quantitative RT-PCR detection methods were developed and their sensitivity assayed. This is the first report of specific primers designed from this highly conserved region in the CP of TSV for detection of TSV. Twenty-three of the 57 DIBA soybean samples that initially tested negative were retested with the new specific end-point PCR method and found positive for TSV infection.
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Affiliation(s)
- M Dutta
- Department of Biochemistry and Molecular Biology, Oklahoma State University, Stillwater, OK, 74078-3035 USA
| | - A Ali
- Department of Biological Science, The University of Tulsa, OK, 74104, USA
| | - U Melcher
- Department of Biochemistry and Molecular Biology, Oklahoma State University, Stillwater, OK, 74078-3035 USA.
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DiLeo MF, Graf R, Holderegger R, Rico Y, Wagner HH. Highly polymorphic microsatellite markers in Pulsatilla vulgaris (Ranunculaceae) using next-generation sequencing. Appl Plant Sci 2015; 3:apps1500031. [PMID: 26191465 PMCID: PMC4504725 DOI: 10.3732/apps.1500031] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 03/23/2015] [Accepted: 04/30/2015] [Indexed: 06/04/2023]
Abstract
PREMISE OF THE STUDY We developed novel microsatellite markers for the perennial plant Pulsatilla vulgaris (Ranunculaceae) to investigate the effects of fragmentation on gene flow in this imperiled species. METHODS AND RESULTS We identified microsatellites and developed primers based on 454 shotgun sequences. We identified 14 markers that were polymorphic and produced clean bands. Of these, eight could be analyzed as diploids. Genotyping of 97 individuals across two populations revealed these markers to be highly polymorphic with seven to 17 alleles per locus and observed heterozygosity from 0.41 to 0.83. CONCLUSIONS The markers are highly informative and will be used to test if the reintroduction of shepherding in southern Germany improves genetic connectivity among fragmented populations of P. vulgaris. The combination of diploid and tetraploid markers presented here will be useful in resolving the polyploidization history of this and related species.
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Affiliation(s)
- Michelle F. DiLeo
- Department of Biology, University of Toronto Mississauga, 3359 Mississauga Road, Mississauga, Ontario L5L 1C6, Canada
| | - René Graf
- WSL Swiss Federal Research Institute, Zürcherstrasse 111, CH-8903 Birmensdorf, Switzerland
| | - Rolf Holderegger
- WSL Swiss Federal Research Institute, Zürcherstrasse 111, CH-8903 Birmensdorf, Switzerland
| | - Yessica Rico
- Department of Natural History, Royal Ontario Museum, 100 Queens Park, Toronto, Ontario M5S 2C6, Canada
| | - Helene H. Wagner
- Department of Biology, University of Toronto Mississauga, 3359 Mississauga Road, Mississauga, Ontario L5L 1C6, Canada
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Chevignon G, Cambier S, Da Silva C, Poulain J, Drezen JM, Huguet E, Moreau SJM. Transcriptomic response of Manduca sexta immune tissues to parasitization by the bracovirus associated wasp Cotesia congregata. Insect Biochem Mol Biol 2015; 62:86-99. [PMID: 25584519 DOI: 10.1016/j.ibmb.2014.12.008] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/01/2014] [Revised: 12/15/2014] [Accepted: 12/20/2014] [Indexed: 05/26/2023]
Abstract
During oviposition, Cotesia congregata parasitoid wasps inject into their host, Manduca sexta, some biological factors such as venom, ovarian fluid and a symbiotic polydnavirus (PDV) named Cotesia congregata bracovirus (CcBV). During parasitism, complex interactions occur between wasp-derived factors and host targets that lead to important modifications in host physiology. In particular, the immune response leading to wasp egg encapsulation is inhibited allowing wasp survival. To date, the regulation of host genes during the interaction had only been studied for a limited number of genes. In this study, we analysed the global impact of parasitism on host gene regulation 24 h post oviposition by high throughput 454 transcriptomic analyses of two tissues known to be involved in the host immune response (hemocytes and fat body). To identify specific effects of parasitism on host transcription at this time point, transcriptomes were obtained from non-treated and parasitized larvae, and also from larvae injected with heat-killed bacteria and double stimulated larvae that were parasitized prior to bacterial challenge. Results showed that, immune challenge by bacteria leads to induction of certain antimicrobial peptide (AMP) genes in M. sexta larvae whether they were parasitized or not prior to bacterial challenge. These results show that at 24 h post oviposition pathways leading to expression of AMP genes are not all inactivated suggesting wasps are in an antiseptic environment. In contrast, at this time point genes involved in phenoloxidase activation and cellular immune responses were globally down-regulated after parasitism in accordance with the observed inhibition of wasp egg encapsulation.
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Affiliation(s)
- Germain Chevignon
- Institut de Recherche sur la Biologie de l'Insecte, UMR CNRS 7261, UFR Sciences et Techniques, Université François-Rabelais, Tours, France
| | - Sébastien Cambier
- Department of Environment and Agrobiotechnologies Centre de Recherche Public - Gabriel Lippmann, Belvaux, Luxembourg
| | - Corinne Da Silva
- Commissariat à l'Energie Atomique et aux Energies Alternatives, Genoscope (Centre National de Séquençage), Evry, France
| | - Julie Poulain
- Commissariat à l'Energie Atomique et aux Energies Alternatives, Genoscope (Centre National de Séquençage), Evry, France
| | - Jean-Michel Drezen
- Institut de Recherche sur la Biologie de l'Insecte, UMR CNRS 7261, UFR Sciences et Techniques, Université François-Rabelais, Tours, France
| | - Elisabeth Huguet
- Institut de Recherche sur la Biologie de l'Insecte, UMR CNRS 7261, UFR Sciences et Techniques, Université François-Rabelais, Tours, France.
| | - Sébastien J M Moreau
- Institut de Recherche sur la Biologie de l'Insecte, UMR CNRS 7261, UFR Sciences et Techniques, Université François-Rabelais, Tours, France
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Chin ST, Ignatius J, Suraiya S, Tye GJ, Sarmiento ME, Acosta A, Norazmi MN, Lim TS. Comparative study of IgA VH 3 gene usage in healthy TST(-) and TST(+) population exposed to tuberculosis: deep sequencing analysis. Immunology 2015; 144:302-11. [PMID: 25158076 DOI: 10.1111/imm.12372] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2014] [Revised: 08/07/2014] [Accepted: 08/21/2014] [Indexed: 11/28/2022] Open
Abstract
The acquired immune response against tuberculosis is commonly associated with T-cell responses with little known about the role of B cells or antibodies. There have been suggestions that B cells and humoral immunity can modulate the immune response to Mycobacterium tuberculosis. However, the mechanisms involving B-cell responses in M. tuberculosis are not fully understood, in particular the antibody gene preferences. We hypothesized that a preferential use of V genes can be seen associated with resistance to infection mainly in the IgA isotype, which is of prominent importance for infection by pathogens via the mucosal route. We studied healthy individuals with long-term exposure to tuberculosis, infected (TST(+) ) and uninfected TST(-) ) with M. tuberculosis. From a total of 22 V genes analysed, the TST(-) population preferred the VH 3-23 and Vκ1 genes. The VH 3-23 genes were subsequently subjected to 454 amplicon sequencing. The TST(-) population showed a higher frequency of the D3-10 segment compared with the D3-22 segment for the TST(+) population. The J segment usage pattern was similar for both populations with J4 segment being used the most. A preferential pairing of J4 segments to D3-3 was seen for the TST(-) population. The antibodyome difference between both populations suggests a preference for antibodies with VH 3-23, D3-3, JH 4 gene usage by the TST(-) population that could be associated with resistance to infection with M. tuberculosis.
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Affiliation(s)
- Siang Tean Chin
- Institute for Research in Molecular Medicine, Universiti Sains Malaysia, Minden, Penang, Malaysia
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Ho CKY, Welkers MRA, Thomas XV, Sullivan JC, Kieffer TL, Reesink HW, Rebers SPH, de Jong MD, Schinkel J, Molenkamp R. A comparison of 454 sequencing and clonal sequencing for the characterization of hepatitis C virus NS3 variants. J Virol Methods 2015; 219:28-37. [PMID: 25818622 DOI: 10.1016/j.jviromet.2015.03.018] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2015] [Revised: 03/17/2015] [Accepted: 03/18/2015] [Indexed: 01/09/2023]
Abstract
We compared 454 amplicon sequencing with clonal sequencing for the characterization of intra-host hepatitis C virus (HCV) NS3 variants. Clonal and 454 sequences were obtained from 12 patients enrolled in a clinical phase I study for telaprevir, an NS3-4a protease inhibitor. Thirty-nine datasets were used to compare the consensus sequence, average pairwise distance, normalized Shannon entropy, phylogenetic tree topology and the number and frequency of variants derived from both sequencing techniques. In general, a good concordance was observed between both techniques for the majority of datasets. Discordant results were observed for 5 out of 39 clonal and 454 datasets, which could be attributed to primer-related selective amplification used for clonal sequencing. Both 454 and clonal datasets consisted of a few major variants and a large number of low-frequency variants. Telaprevir resistance-associated variants were observed in low frequencies and were detected more often by 454. We conclude that performance of 454 and clonal sequencing is comparable for the characterization of intra-host virus populations. Not surprisingly, 454 is superior for the detection of low frequency resistance-associated variants. However, despite the greater coverage, 454 failed to detect some low frequency variants detected by clonal sequencing.
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Affiliation(s)
- Cynthia K Y Ho
- Department of Medical Microbiology, Academic Medical Center, Amsterdam 1105 AZ, The Netherlands.
| | - Matthijs R A Welkers
- Department of Medical Microbiology, Academic Medical Center, Amsterdam 1105 AZ, The Netherlands.
| | - Xiomara V Thomas
- Department of Medical Microbiology, Academic Medical Center, Amsterdam 1105 AZ, The Netherlands.
| | - James C Sullivan
- Department of Infectious Diseases, Vertex Pharmaceuticals Incorporated, Cambridge, MA 02139, USA.
| | - Tara L Kieffer
- Department of Infectious Diseases, Vertex Pharmaceuticals Incorporated, Cambridge, MA 02139, USA.
| | - Henk W Reesink
- Department of Gastroenterology and Hepatology, Academic Medical Center, Amsterdam 1104 AZ, The Netherlands.
| | - Sjoerd P H Rebers
- Department of Medical Microbiology, Academic Medical Center, Amsterdam 1105 AZ, The Netherlands.
| | - Menno D de Jong
- Department of Medical Microbiology, Academic Medical Center, Amsterdam 1105 AZ, The Netherlands.
| | - Janke Schinkel
- Department of Medical Microbiology, Academic Medical Center, Amsterdam 1105 AZ, The Netherlands.
| | - Richard Molenkamp
- Department of Medical Microbiology, Academic Medical Center, Amsterdam 1105 AZ, The Netherlands.
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Zhang YY, Huang Y, He QZ, Luo J, Zhu L, Lu SS, Liu JY, Huang PF, Zeng XZ, Liang SP. Structural and Functional Diversity of Peptide Toxins from Tarantula Haplopelma hainanum (Ornithoctonus hainana) Venom Revealed by Transcriptomic, Peptidomic, and Patch Clamp Approaches. J Biol Chem 2015; 290:14192-207. [PMID: 25770214 DOI: 10.1074/jbc.m114.635458] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2014] [Indexed: 11/06/2022] Open
Abstract
Spider venom is a complex mixture of bioactive peptides to subdue their prey. Early estimates suggested that over 400 venom peptides are produced per species. In order to investigate the mechanisms responsible for this impressive diversity, transcriptomics based on second generation high throughput sequencing was combined with peptidomic assays to characterize the venom of the tarantula Haplopelma hainanum. The genes expressed in the venom glands were identified, and the bioactivity of their protein products was analyzed using the patch clamp technique. A total of 1,136 potential toxin precursors were identified that clustered into 90 toxin groups, of which 72 were novel. The toxin peptides clustered into 20 cysteine scaffolds that included between 4 and 12 cysteines, and 14 of these groups were newly identified in this spider. Highly abundant toxin peptide transcripts were present and resulted from hypermutation and/or fragment insertion/deletion. In combination with variable post-translational modifications, this genetic variability explained how a limited set of genes can generate hundreds of toxin peptides in venom glands. Furthermore, the intraspecies venom variability illustrated the dynamic nature of spider venom and revealed how complex components work together to generate diverse bioactivities that facilitate adaptation to changing environments, types of prey, and milking regimes in captivity.
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Affiliation(s)
- Yi-Ya Zhang
- From the Key Laboratory of Protein Chemistry and Developmental Biology of Ministry of Education, College of Life Sciences, Hunan Normal University, Changsha 410081, China and
| | - Yong Huang
- the State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, 20 Dong-Da Street, Fengtai District, Beijing 100071, China
| | - Quan-Ze He
- From the Key Laboratory of Protein Chemistry and Developmental Biology of Ministry of Education, College of Life Sciences, Hunan Normal University, Changsha 410081, China and
| | - Ji Luo
- From the Key Laboratory of Protein Chemistry and Developmental Biology of Ministry of Education, College of Life Sciences, Hunan Normal University, Changsha 410081, China and
| | - Li Zhu
- From the Key Laboratory of Protein Chemistry and Developmental Biology of Ministry of Education, College of Life Sciences, Hunan Normal University, Changsha 410081, China and
| | - Shan-Shan Lu
- From the Key Laboratory of Protein Chemistry and Developmental Biology of Ministry of Education, College of Life Sciences, Hunan Normal University, Changsha 410081, China and
| | - Jin-Yan Liu
- From the Key Laboratory of Protein Chemistry and Developmental Biology of Ministry of Education, College of Life Sciences, Hunan Normal University, Changsha 410081, China and
| | - Peng-Fei Huang
- From the Key Laboratory of Protein Chemistry and Developmental Biology of Ministry of Education, College of Life Sciences, Hunan Normal University, Changsha 410081, China and
| | - Xiong-Zhi Zeng
- From the Key Laboratory of Protein Chemistry and Developmental Biology of Ministry of Education, College of Life Sciences, Hunan Normal University, Changsha 410081, China and
| | - Song-Ping Liang
- From the Key Laboratory of Protein Chemistry and Developmental Biology of Ministry of Education, College of Life Sciences, Hunan Normal University, Changsha 410081, China and
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Behrend A, Borchert T, Hohe A. "The usual suspects"- analysis of transcriptome sequences reveals deviating B gene activity in C. vulgaris bud bloomers. BMC Plant Biol 2015; 15:8. [PMID: 25604890 PMCID: PMC4312453 DOI: 10.1186/s12870-014-0407-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2014] [Accepted: 12/23/2014] [Indexed: 05/02/2023]
Abstract
BACKGROUND The production of heather (Calluna vulgaris) in Germany is highly dependent on cultivars with mutated flower morphology, the so-called diplocalyx bud bloomers. So far, this unique flower type of C. vulgaris has not been reported in any other plant species. The flowers are characterised by an extremely extended flower attractiveness, since the flower buds remain closed throughout the complete flowering season. The flowers of C. vulgaris bud bloomers are male sterile, because the stamens are absent. Furthermore, petals are converted into sepals. Therefore the diplocalyx bud bloomer flowers consist of two whorls of sepals directly followed by the gynoecium. RESULTS A broad comparison was undertaken to identify genes differentially expressed in the bud flowering phenotype and in the wild type of C. vulgaris. Transcriptome sequence reads were generated using 454 sequencing of two flower type specific cDNA libraries. In total, 360,000 sequence reads were obtained, assembled to 12,200 contigs, functionally mapped, and annotated. Transcript abundances were compared and 365 differentially expressed genes detected. Among these differentially expressed genes, Calluna vulgaris PISTILLATA (CvPI) which is the orthologue of the Arabidopsis B gene PISTILLATA (PI) was considered as the most promising candidate gene. Quantitative Reverse Transcription Polymerase Chain Reaction (qRT PCR) was performed to analyse the gene expression levels of two C. vulgaris B genes CvPI and Calluna vulgaris APETALA 3 (CvAP3) in both flower types. CvAP3 which is the orthologue of the Arabidopsis B gene APETALA 3 (AP3) turned out to be ectopically expressed in sepals of wild type and bud bloomer flowers. CvPI expression was proven to be reduced in the bud blooming flowers. CONCLUSIONS Differential expression patterns of the B-class genes CvAP3 and CvPI were identified to cause the characteristic morphology of C. vulgaris flowers leading to the following hypotheses: ectopic expression of CvAP3 is a convincing explanation for the formation of a completely petaloid perianth in both flower types. In C. vulgaris, CvPI is essential for determination of petal and stamen identity. The characteristic transition of petals into sepals potentially depends on the observed deficiency of CvPI and CvAP3 expression in bud blooming flowers.
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Affiliation(s)
- Anne Behrend
- Leibniz Institute of Vegetable and Ornamental Crops (IGZ), Department of Plant Propagation, Kuehnhaueser Strasse 101, 99090, Erfurt, Germany.
| | - Thomas Borchert
- Leibniz Institute of Vegetable and Ornamental Crops (IGZ), Department of Plant Propagation, Kuehnhaueser Strasse 101, 99090, Erfurt, Germany.
- Present address: Siemens Healthcare Diagnostics Holding GmbH, Ludwig-Erhard-Straße 12, 65760, Eschborn, Germany.
| | - Annette Hohe
- Leibniz Institute of Vegetable and Ornamental Crops (IGZ), Department of Plant Propagation, Kuehnhaueser Strasse 101, 99090, Erfurt, Germany.
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Gordon-Bradley N, Li N, Williams HN. Bacterial community structure in freshwater springs infested with the invasive plant species Hydrilla verticillata. Hydrobiologia 2015; 742:221-232. [PMID: 26207069 PMCID: PMC4508756 DOI: 10.1007/s10750-014-1988-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
The phylogenetic composition and physiological profiles of bacterial communities in freshwater springs were evaluated during the blooming and non-blooming stages of the invasive plant species, Hydrilla verticillata. Community-level physiological profiles (CLPPs) and pyrosequencing of 16S rRNA gene amplicons were used to study potential Hydrilla mediated shifts in the physiological potential and phylogenetic composition of the bacterial community in infested systems. The results of CLPP revealed that the microbes in the Hydrilla invaded sites utilized less substrates during blooming periods than during nonblooming periods of the plant. Spearman's rank correlation analysis showed some relationships between the relative abundances of bacterial taxa and the Biolog substrate utilization pattern. The relative abundance of the identified taxa showed some striking differences based on the blooming status of Hydrilla and to a lesser extent on site variation. The relative abundance of Actinobacteria, Bacteriodetes, and Verrucomicrobia was generally higher during Hydrilla blooms, while Deltaproteobacteria was generally higher during non-blooming stages of Hydrilla. The detected genera also varied based on the blooming stages of the plant. Based on the findings, it appears that Hydrilla alters the phylogenetic composition and structure of the bacterial community during the blooming stage.
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Affiliation(s)
- N. Gordon-Bradley
- School of the Environment, Florida A&M University, 308-O FSH-Science Research Complex, 1515 S Martin Luther King Jr. Blvd., Tallahassee, FL 32307, USA
| | - N. Li
- School of the Environment, Florida A&M University, 308-O FSH-Science Research Complex, 1515 S Martin Luther King Jr. Blvd., Tallahassee, FL 32307, USA
| | - H. N. Williams
- School of the Environment, Florida A&M University, 308-O FSH-Science Research Complex, 1515 S Martin Luther King Jr. Blvd., Tallahassee, FL 32307, USA
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Han H, Sun X, Xie Y, Feng J, Zhang S. Transcriptome and proteome profiling of adventitious root development in hybrid larch (Larix kaempferi × Larix olgensis). BMC Plant Biol 2014; 14:305. [PMID: 25425065 PMCID: PMC4253636 DOI: 10.1186/s12870-014-0305-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2014] [Accepted: 10/27/2014] [Indexed: 05/12/2023]
Abstract
BACKGROUND Hybrids of larch (Larix kaempferi × Larix olgensis) are important afforestation species in northeastern China. They are routinely propagated via rooted stem cuttings. Despite the importance of rooting, little is known about the regulation of adventitious root development in larch hybrids. 454 GS FLX Titanium technology represents a new method for characterizing the transcriptomes of non-model species. This method can be used to identify differentially expressed genes, and then two-dimensional difference gel electrophoresis (2D-DIGE) and matrix-assisted laser desorption-ionization time-of-flight mass spectrometry (MALDI-TOF/TOF MS) analyses can be used to analyze their corresponding proteins. In this study, we analyzed semi-lignified cuttings of two clones of L. kaempferi × L. olgensis with different rooting capacities to study the molecular basis of adventitious root development. RESULTS We analyzed two clones; clone 25-5, with strong rooting capacity, and clone 23-12, with weak rooting capacity. We constructed four cDNA libraries from 25-5 and 23-12 at two development stages. Sequencing was conducted using the 454 pyrosequencing platform. A total of 957832 raw reads was produced; 95.07% were high-quality reads, and were assembled into 45137 contigs and 61647 singletons. The functions of the unigenes, as indicated by their Gene Ontology annotation, included diverse roles in the molecular functions, biological processes, and cellular component categories. We analyzed 75 protein spots (-fold change ≥ 2, P ≤ 0.05) by 2D-DIGE, and identified the differentially expressed proteins using MALDI-TOF/TOF MS. A joint analysis of transcriptome and proteome showed genes related to two pathways, polyamine synthesis and stress response, might play an important role on adventitious root development. CONCLUSIONS These results provide fundamental and important information for research on the molecular mechanism of adventitious root development. We also demonstrated for the first time the combined use of two important technologies as a powerful approach to advance research on non-model, but otherwise important, larch species.
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Affiliation(s)
- Hua Han
- />State Key Laboratory of Tree Genetics and Breeding, Chinese Academy of Forestry, Xiangshan Rd, Beijing, 100091 P. R. China
| | - Xiaomei Sun
- />State Key Laboratory of Tree Genetics and Breeding, Chinese Academy of Forestry, Xiangshan Rd, Beijing, 100091 P. R. China
- />Research Institute of Forestry, Chinese Academy of Forestry, Xiangshan Rd, Beijing, 100091 P. R. China
| | - Yunhui Xie
- />Research Institute of Forestry, Chinese Academy of Forestry, Xiangshan Rd, Beijing, 100091 P. R. China
| | - Jian Feng
- />Forestry Biotechnology and Analysis Test Center, Liaoning Academy of Forestry Sciences, Chongshan Rd, Liaoning, 110032 P. R. China
| | - Shougong Zhang
- />State Key Laboratory of Tree Genetics and Breeding, Chinese Academy of Forestry, Xiangshan Rd, Beijing, 100091 P. R. China
- />Research Institute of Forestry, Chinese Academy of Forestry, Xiangshan Rd, Beijing, 100091 P. R. China
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Li Y, Wang J, Zhao K, Xie B, Peng Z. Isolation and characterization of 16 polymorphic microsatellite loci for Euchiloglanis kishinouyei. J Fish Biol 2014; 85:972-977. [PMID: 25143243 DOI: 10.1111/jfb.12472] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2013] [Accepted: 06/13/2014] [Indexed: 06/03/2023]
Abstract
A total of 16 novel polymorphic microsatellite marker loci were isolated from a genomic library of Euchiloglanis kishinouyei and further characterized using a sample from a wild population consisting of 40 individuals. The number of alleles among loci ranged from three to 17 and the observed and expected heterozygosities ranged from 0·030 to 0·950 and 0·163 to 0·980, respectively. The average polymorphic information content (PIC) of all loci was 0·450.
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Affiliation(s)
- Y Li
- Key Laboratory of Freshwater Fish Reproduction and Development (Ministry of Education), Southwest University School of Life Science, Chongqing, 400715, China
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Prabakaran P, Chen W, Dimitrov DS. The Antibody Germline/Maturation Hypothesis, Elicitation of Broadly Neutralizing Antibodies Against HIV-1 and Cord Blood IgM Repertoires. Front Immunol 2014; 5:398. [PMID: 25221552 PMCID: PMC4147355 DOI: 10.3389/fimmu.2014.00398] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2014] [Accepted: 08/05/2014] [Indexed: 11/22/2022] Open
Abstract
We have previously observed that all known potent broadly neutralizing antibodies (bnAbs) against HIV-1 are highly divergent from their putative germline predecessors in contrast to bnAbs against viruses causing acute infections such as henipaviruses and SARS CoV, which are much less divergent from their germline counterparts. Consequently, we have hypothesized that germline antibodies may not bind to the HIV-1 envelope glycoprotein (Env) because they are so different compared to the highly somatically mutated HIV-1-specific bnAbs. We have further hypothesized that the immunogenicity of highly conserved epitopes on the HIV-1 envelope glycoproteins (Envs) may be reduced or eliminated by their very weak or absent interactions with germline antibodies and immune responses leading to the elicitation of bnAbs may not be initiated and/or sustained. Even if such responses are initiated, the maturation pathways are so extraordinarily complex that prolonged periods of time may be required for elicitation of bnAbs with defined unique sequences. We provided the initial evidence supporting this antibody germline/maturation hypothesis, which prompted a number of studies to design vaccine immunogens that could bind putative germline predecessors of known bnAbs and to explore complex B cell lineages. However, guiding the immune system through the exceptionally complex antibody maturation pathways to elicit known bnAbs remains a major challenge. Here, we discuss studies exploring the antibody germline/maturation hypothesis as related to elicitation of bnAbs against HIV-1 and present our recent data demonstrating the existence of germline-like precursors of VRC01 antibodies in a human cord blood IgM library.
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Affiliation(s)
- Ponraj Prabakaran
- Protein Interactions Group, Laboratory of Experimental Immunology, Cancer and Inflammation Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health , Frederick, MD , USA ; Basic Science Program, Leidos Biomedical Research, Inc. , Frederick, MD , USA
| | - Weizao Chen
- Protein Interactions Group, Laboratory of Experimental Immunology, Cancer and Inflammation Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health , Frederick, MD , USA
| | - Dimiter S Dimitrov
- Protein Interactions Group, Laboratory of Experimental Immunology, Cancer and Inflammation Program, Center for Cancer Research, National Cancer Institute, National Institutes of Health , Frederick, MD , USA
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Krebes J, Didelot X, Kennemann L, Suerbaum S. Bidirectional genomic exchange between Helicobacter pylori strains from a family in Coventry, United Kingdom. Int J Med Microbiol 2014; 304:1135-46. [PMID: 25218701 DOI: 10.1016/j.ijmm.2014.08.007] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2014] [Revised: 08/06/2014] [Accepted: 08/10/2014] [Indexed: 02/08/2023] Open
Abstract
The human gastric pathogen Helicobacter pylori is characterised by a high mutation rate and frequent recombination during mixed infection, which result in extensive genetic diversity and rapid allelic diversification. Mixed infections are believed to be much more common in regions with a high H. pylori prevalence than in industrialised countries. To better understand the genomic flexibility of H. pylori in a low prevalence region, we used 454 sequencing technology to investigate whole genome sequences of H. pylori strains isolated from members of three generations of a family living in Coventry, UK. The genomes of four H. pylori strains isolated from a grandfather, two of his sons and one grandson were sequenced. Three of these genomes showed a high overall sequence similarity, suggesting a recent common ancestor. The genomes differed by 316-336 SNPs, and recombination events (imports) resulted in 170-251 clusters of polymorphisms (CNPs). Imports were particularly frequent in genes encoding Helicobacter outer membrane proteins, suggesting an adaptation of the strains to their individual host. The fourth strain differed substantially from these three highly related strains but still shared long fragments of identical sequence, which most likely reflect imports from the highly related family variants. The data show extensive bidirectional exchange of DNA between the strains isolated from the family members, illustrating both the convergence and divergence effect that recombination can lead to. Detailed analysis of the distribution of SNPs and imports permits to draw up a complex scenario of the transmission history involving infection with at least two, and probably more separate strains. This complexity and the resulting high frequency of recombination were unexpected for an industrialised country where the prevalence of H. pylori infection has strongly declined in recent decades.
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Affiliation(s)
- Juliane Krebes
- Institute of Medical Microbiology and Hospital Epidemiology, Hannover Medical School, Carl-Neuberg-Str. 1, 30625 Hannover, Germany; German Center for Infection Research, Hannover-Braunschweig Site, Carl-Neuberg-Straße 1, 30625 Hannover, Germany.
| | - Xavier Didelot
- Department of Infectious Disease Epidemiology, Imperial College London, London W2 1PG, United Kingdom.
| | - Lynn Kennemann
- Institute of Medical Microbiology and Hospital Epidemiology, Hannover Medical School, Carl-Neuberg-Str. 1, 30625 Hannover, Germany.
| | - Sebastian Suerbaum
- Institute of Medical Microbiology and Hospital Epidemiology, Hannover Medical School, Carl-Neuberg-Str. 1, 30625 Hannover, Germany; German Center for Infection Research, Hannover-Braunschweig Site, Carl-Neuberg-Straße 1, 30625 Hannover, Germany.
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Hiiesalu I, Pärtel M, Davison J, Gerhold P, Metsis M, Moora M, Öpik M, Vasar M, Zobel M, Wilson SD. Species richness of arbuscular mycorrhizal fungi: associations with grassland plant richness and biomass. New Phytol 2014; 203:233-244. [PMID: 24641509 DOI: 10.1111/nph.12765] [Citation(s) in RCA: 131] [Impact Index Per Article: 13.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2013] [Accepted: 02/13/2014] [Indexed: 06/03/2023]
Abstract
Although experiments show a positive association between vascular plant and arbuscular mycorrhizal fungal (AMF) species richness, evidence from natural ecosystems is scarce. Furthermore, there is little knowledge about how AMF richness varies with belowground plant richness and biomass. We examined relationships among AMF richness, above- and belowground plant richness, and plant root and shoot biomass in a native North American grassland. Root-colonizing AMF richness and belowground plant richness were detected from the same bulk root samples by 454-sequencing of the AMF SSU rRNA and plant trnL genes. In total we detected 63 AMF taxa. Plant richness was 1.5 times greater belowground than aboveground. AMF richness was significantly positively correlated with plant species richness, and more strongly with below- than aboveground plant richness. Belowground plant richness was positively correlated with belowground plant biomass and total plant biomass, whereas aboveground plant richness was positively correlated only with belowground plant biomass. By contrast, AMF richness was negatively correlated with belowground and total plant biomass. Our results indicate that AMF richness and plant belowground richness are more strongly related with each other and with plant community biomass than with the plant aboveground richness measures that have been almost exclusively considered to date.
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Affiliation(s)
- Inga Hiiesalu
- Department of Botany, University of Tartu, 40 Lai St, 51005, Tartu, Estonia; Institute of Botany, Czech Academy of Sciences, 135 Dukelská St, 37982, Třeboň, Czech Republic
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Abstract
The sandbar shark, Carcharhinus plumbeus, a major representative species in shark fisheries worldwide is now considered vulnerable to overfishing. A pool of 774,234 Roche 454 shotgun sequences from one individual were assembled into a 16,706 bp mitogenome with 33× average coverage depth. It comprised 13 protein coding genes, 22 transfer RNA's, 2 ribosomal genes and 2 non-coding regions, typical of a vertebrate mitogenome. As expected for sharks, an A-T nucleotide bias was evident. This adds to rapidly growing number of mitogenome assemblies for the economically important Carcharhinidae family. The C. plumbeus mitogenome will assist researchers, fisheries and conservation managers interested in shark molecular systematics, phylogeography, conservation genetics, population and stock structure.
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Affiliation(s)
- Dean C Blower
- a School of Biological Sciences, The University of Queensland , St. Lucia , Australia and
| | - Jennifer R Ovenden
- a School of Biological Sciences, The University of Queensland , St. Lucia , Australia and.,b Molecular Fisheries Laboratory , The University of Queensland , St. Lucia , Australia
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Nyaku ST, Sripathi VR, Kantety RV, Cseke SB, Buyyarapu R, Mc Ewan R, Gu YQ, Lawrence K, Senwo Z, Sripathi P, George P, Sharma GC. Characterization of the reniform nematode genome by shotgun sequencing. Genome 2014; 57:209-21. [PMID: 25036535 DOI: 10.1139/gen-2014-0019] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The reniform nematode (RN), a major agricultural pest particularly on cotton in the United States, is among the major plant-parasitic nematodes for which limited genomic information exists. In this study, over 380 Mb of sequence data were generated from pooled DNA of four adult female RNs and assembled into 67,317 contigs, including 25,904 (38.5%) predicted coding contigs and 41,413 (61.5%) noncoding contigs. Most of the characterized repeats were of low complexity (88.9%), and 0.9% of the contigs matched with 53.2% of GenBank ESTs. The most frequent Gene Ontology (GO) terms for molecular function and biological process were protein binding (32%) and embryonic development (20%). Further analysis showed that 741 (1.1%), 94 (0.1%), and 169 (0.25%) RN genomic contigs matched with 1328 (13.9%), 1480 (5.4%), and 1330 (7.4%) supercontigs of Meloidogyne incognita, Brugia malayi, and Pristionchus pacificus, respectively. Chromosome 5 of Caenorhabditis elegans had the highest number of hits to the RN contigs. Seven putative detoxification genes and three carbohydrate-active enzymes (CAZymes) involved in cell wall degradation were studied in more detail. Additionally, kinases, G protein-coupled receptors, and neuropeptides functioning in physiological, developmental, and regulatory processes were identified in the RN genome.
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Affiliation(s)
- Seloame T Nyaku
- a Department of Biological and Environmental Sciences, Alabama A&M University, Normal, AL 35762, USA
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Ando H, Emura N, Denda T, Nakahama N, Inoue-Murayama M, Isagi Y. Development of microsatellite markers for the coastal shrub Scaevola taccada (Goodeniaceae). Appl Plant Sci 2014; 2:apps1300094. [PMID: 25202622 PMCID: PMC4103108 DOI: 10.3732/apps.1300094] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/05/2013] [Accepted: 02/05/2014] [Indexed: 06/03/2023]
Abstract
PREMISE OF THE STUDY Microsatellite markers were developed for the coastal shrub species Scaevola taccada to estimate the population genetic structure, which may reflect different seed dispersal patterns. • METHODS AND RESULTS Thirteen microsatellite primer sets were developed for S. taccada using 454 pyrosequencing. The primer sets were tested on 64 individuals sampled from two populations in Japan. Fragments were amplified using the primers, with one to 10 alleles per locus, and the expected heterozygosity ranged from 0.00 to 0.85. • CONCLUSIONS These results indicate the utility of markers in S. taccada for broad estimations of the population genetic structure of this species.
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Affiliation(s)
- Haruko Ando
- Laboratory of Forest Biology, Division of Forest and Biomaterials Science, Graduate School of Agriculture, Kyoto University, Kyoto 606-8502, Japan
| | - Naoko Emura
- Department of Life Science, Rikkyo University, Tokyo 171-8501, Japan
| | - Tetsuro Denda
- Faculty of Science, University of the Ryukyus, Okinawa 903-0213, Japan
| | - Naoyuki Nakahama
- Laboratory of Forest Biology, Division of Forest and Biomaterials Science, Graduate School of Agriculture, Kyoto University, Kyoto 606-8502, Japan
| | | | - Yuji Isagi
- Laboratory of Forest Biology, Division of Forest and Biomaterials Science, Graduate School of Agriculture, Kyoto University, Kyoto 606-8502, Japan
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Mikkelsen M, Frank-Hansen R, Hansen AJ, Morling N. Massively parallel pyrosequencing of the mitochondrial genome with the 454 methodology in forensic genetics. Forensic Sci Int Genet 2014; 12:30-7. [PMID: 24879032 DOI: 10.1016/j.fsigen.2014.03.014] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2013] [Revised: 03/18/2014] [Accepted: 03/27/2014] [Indexed: 11/21/2022]
Abstract
RESULTS of sequencing of whole mitochondrial genome, HV1 and HV2 DNA with the second generation system (SGS) Roche 454 GS Junior were compared with results of Sanger sequencing and SNP typing with SNaPshot single base extension detected with MALDI-TOF and capillary electrophoresis. We investigated the performance of the software analysis of the data, reproducibility, ability to sequence homopolymeric regions, detection of mixtures and heteroplasmy as well as the implications of the depth of coverage. We found full reproducibility between samples sequenced twice with SGS. We found close to full concordance between the mtDNA sequences of 26 samples obtained with (1) the 454 SGS method using a depth of coverage above 100 and (2) Sanger sequencing and SNP typing. The discrepancies were primarily observed in homopolymeric regions. The 454 SGS method was able to sequence 95% of the reads correctly in homopolymers up to 4 bases, and up to 6 bases could be sequenced with similar success if the results were carefully, visually inspected. The 454 technology was able to detect mixtures or heteroplasmy of approximately 10%. We detected previously unreported heteroplasmy in the GM9947A component of the NIST human mitochondrial DNA SRM-2392 standard reference material.
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Egas C, Barroso C, Froufe HJC, Pacheco J, Albuquerque L, da Costa MS. Complete genome sequence of the Radiation-Resistant bacterium Rubrobacter radiotolerans RSPS-4. Stand Genomic Sci 2014; 9:1062-75. [PMID: 25197483 PMCID: PMC4148983 DOI: 10.4056/sigs.5661021] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Rubrobacter radiotolerans strain RSPS-4 is a slightly thermophilic member of the phylum “Actinobacteria” isolated from a hot spring in São Pedro do Sul, Portugal. This aerobic and halotolerant bacterium is also extremely resistant to gamma and UV radiation, which are the main reasons for the interest in sequencing its genome. Here, we present the complete genome sequence of strain RSPS-4 as well as its assembly and annotation. We also compare the gene sequence of this organism with that of the type strain of the species R. radiotolerans isolated from a hot spring in Japan. The genome of strain RSPS-4 comprises one circular chromosome of 2,875,491 bp with a G+C content of 66.91%, and 3 circular plasmids of 190,889 bp, 149,806 bp and 51,047 bp, harboring 3,214 predicted protein coding genes, 46 tRNA genes and a single rRNA operon.
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Affiliation(s)
- C Egas
- Next Generation Sequencing Unit, Biocant, Biotechnology Innovation Center, Cantanhede, Portugal
| | - C Barroso
- Next Generation Sequencing Unit, Biocant, Biotechnology Innovation Center, Cantanhede, Portugal
| | - H J C Froufe
- Next Generation Sequencing Unit, Biocant, Biotechnology Innovation Center, Cantanhede, Portugal
| | - J Pacheco
- Next Generation Sequencing Unit, Biocant, Biotechnology Innovation Center, Cantanhede, Portugal
| | - L Albuquerque
- Center for Neuroscience and Cell Biology, University of Coimbra, 3004-517 Coimbra, Portugal
| | - M S da Costa
- Department of Life Sciences, University of Coimbra, Coimbra, Portugal
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Näätsaari L, Krainer FW, Schubert M, Glieder A, Thallinger GG. Peroxidase gene discovery from the horseradish transcriptome. BMC Genomics 2014; 15:227. [PMID: 24666710 PMCID: PMC3987668 DOI: 10.1186/1471-2164-15-227] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2013] [Accepted: 03/18/2014] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND Horseradish peroxidases (HRPs) from Armoracia rusticana have long been utilized as reporters in various diagnostic assays and histochemical stainings. Regardless of their increasing importance in the field of life sciences and suggested uses in medical applications, chemical synthesis and other industrial applications, the HRP isoenzymes, their substrate specificities and enzymatic properties are poorly characterized. Due to lacking sequence information of natural isoenzymes and the low levels of HRP expression in heterologous hosts, commercially available HRP is still extracted as a mixture of isoenzymes from the roots of A. rusticana. RESULTS In this study, a normalized, size-selected A. rusticana transcriptome library was sequenced using 454 Titanium technology. The resulting reads were assembled into 14871 isotigs with an average length of 1133 bp. Sequence databases, ORF finding and ORF characterization were utilized to identify peroxidase genes from the 14871 isotigs generated by de novo assembly. The sequences were manually reviewed and verified with Sanger sequencing of PCR amplified genomic fragments, resulting in the discovery of 28 secretory peroxidases, 23 of them previously unknown. A total of 22 isoenzymes including allelic variants were successfully expressed in Pichia pastoris and showed peroxidase activity with at least one of the substrates tested, thus enabling their development into commercial pure isoenzymes. CONCLUSIONS This study demonstrates that transcriptome sequencing combined with sequence motif search is a powerful concept for the discovery and quick supply of new enzymes and isoenzymes from any plant or other eukaryotic organisms. Identification and manual verification of the sequences of 28 HRP isoenzymes do not only contribute a set of peroxidases for industrial, biological and biomedical applications, but also provide valuable information on the reliability of the approach in identifying and characterizing a large group of isoenzymes.
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Affiliation(s)
- Laura Näätsaari
- Institute of Molecular Biotechnology, Graz University of Technology, Petersgasse 14, 8010 Graz, Austria
| | - Florian W Krainer
- Institute of Molecular Biotechnology, Graz University of Technology, Petersgasse 14, 8010 Graz, Austria
| | - Michael Schubert
- Institute of Molecular Biotechnology, Graz University of Technology, Petersgasse 14, 8010 Graz, Austria
- Institute for Genomics and Bioinformatics, Graz University of Technology, Petersgasse 14, 8010 Graz, Austria
| | - Anton Glieder
- Austrian Centre of Industrial Biotechnology (ACIB GmbH), Petersgasse 14, 8010 Graz, Austria
| | - Gerhard G Thallinger
- Austrian Centre of Industrial Biotechnology (ACIB GmbH), Petersgasse 14, 8010 Graz, Austria
- Institute for Genomics and Bioinformatics, Graz University of Technology, Petersgasse 14, 8010 Graz, Austria
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Singh T, Edwards J, Maroja LS. Development and characterization of 10 microsatellite markers in Sagina nodosa (Caryophyllaceae). Appl Plant Sci 2014; 2:apps1300064. [PMID: 25202593 PMCID: PMC4123380 DOI: 10.3732/apps.1300064] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/31/2013] [Accepted: 09/18/2013] [Indexed: 06/03/2023]
Abstract
PREMISE OF THE STUDY We developed 10 novel microsatellite loci for Sagina nodosa, a diploid perennial arctic-alpine herb. To our knowledge, these are the first microsatellite loci for a Sagina species. • METHODS AND RESULTS We performed a low-coverage 454 next-generation sequencing of enriched genomic fragments derived from one individual to generate a massive library of contigs containing potential polymorphic microsatellites. We present data for 10 novel polymorphic microsatellite loci containing di-, tri-, tetra-, and hexanucleotide repeats with two to nine alleles per locus assessed in 29 individuals. • CONCLUSIONS These polymorphic microsatellite loci in S. nodosa will provide insights on the population structure and life history of S. nodosa in Isle Royale and other North American populations.
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Affiliation(s)
- Tarjinder Singh
- Department of Biology, Williams College, Williamstown, Massachusetts 01267 USA
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, Cambridgeshire CB10 1SA, United Kingdom
| | - Joan Edwards
- Department of Biology, Williams College, Williamstown, Massachusetts 01267 USA
| | - Luana S. Maroja
- Department of Biology, Williams College, Williamstown, Massachusetts 01267 USA
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Marino S, Baxter NT, Huffnagle GB, Petrosino JF, Schloss PD. Mathematical modeling of primary succession of murine intestinal microbiota. Proc Natl Acad Sci U S A 2014; 111:439-44. [PMID: 24367073 DOI: 10.1073/pnas.1311322111] [Citation(s) in RCA: 116] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Understanding the nature of interpopulation interactions in host-associated microbial communities is critical to understanding gut colonization, responses to perturbations, and transitions between health and disease. Characterizing these interactions is complicated by the complexity of these communities and the observation that even if populations can be cultured, their in vitro and in vivo phenotypes differ significantly. Dynamic models are the cornerstone of computational systems biology and a key objective of computational systems biologists is the reconstruction of biological networks (i.e., network inference) from high-throughput data. When such computational models reflect biology, they provide an opportunity to generate testable hypotheses as well as to perform experiments that are impractical or not feasible in vivo or in vitro. We modeled time-series data for murine microbial communities using statistical approaches and systems of ordinary differential equations. To obtain the dense time-series data, we sequenced the 16S ribosomal RNA (rRNA) gene from DNA isolated from the fecal material of germfree mice colonized with cecal contents of conventionally raised animals. The modeling results suggested a lack of mutualistic interactions within the community. Among the members of the Bacteroidetes, there was evidence for closely related pairs of populations to exhibit parasitic interactions. Among the Firmicutes, the interactions were all competitive. These results suggest future animal and in silico experiments. Our modeling approach can be applied to other systems to provide a greater understanding of the dynamics of communities associated with health and disease.
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Swevers L, Huvenne H, Menschaert G, Kontogiannatos D, Kourti A, Pauchet Y, ffrench-Constant R, Smagghe G. Colorado potato beetle (Coleoptera) gut transcriptome analysis: expression of RNA interference-related genes. Insect Mol Biol 2013; 22:668-684. [PMID: 24580832 DOI: 10.1111/imb.12054] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
In the search for new methods of pest control, the potential of RNA interference (RNAi) is being explored. Because the gut is the first barrier for the uptake of double-stranded (ds)RNA, pyrosequencing of the gut transcriptome is a powerful tool for obtaining the necessary sequences for specific dsRNA-mediated pest control. In the present study, a dataset representing the gut transcriptome of the Colorado potato beetle (CPB; Leptinotarsa decemlineata) was generated and analysed for the presence of RNAi-related genes. Almost all selected genes that were implicated in silencing efficiency at different levels in the RNAi pathway (core machinery, associated intracellular factors, dsRNA uptake, antiviral RNAi, nucleases), which uses different types of small RNA (small interfering RNA, microRNA and piwi-RNA), were expressed in the CPB gut. Although the database is of lower quality, the majority of the RNAi genes are also found to be present in the gut transcriptome of the tobacco hornworm [TH; Manduca sexta (19 out of 35 genes analysed)]. The high quality of the CPB transcriptome database will lay the foundation for future gene expression and functional studies regarding the gut and RNAi.
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Affiliation(s)
- L Swevers
- Insect Molecular Genetics and Biotechnology, NCSR 'Demokritos', Institute of Biosciences & Applications, Athens, Greece
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Ahrens CW, James EA. Characterization of microsatellite markers for the vulnerable grassland forb Senecio macrocarpus (Asteraceae). Appl Plant Sci 2013; 1:apps1300041. [PMID: 25202496 PMCID: PMC4103458 DOI: 10.3732/apps.1300041] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 05/16/2013] [Accepted: 07/01/2013] [Indexed: 06/03/2023]
Abstract
PREMISE OF THE STUDY Development of microsatellite markers for the vulnerable forb Senecio macrocarpus was performed to begin an assessment of its population structure and breeding method to aid in the conservation of the species in Victoria, Australia. • METHODS AND RESULTS Fifteen microsatellite markers were developed for S. macrocarpus from 454 pyrosequencing. The markers were tested on 104 individuals from four populations. The markers produced between two and seven alleles per locus while the expected heterozygosity ranged from 0.20 to 0.67 and the observed heterozygosity ranged from 0.00 to 1.00. The observed heterozygosity is suggestive that the populations may be apomictic. • CONCLUSIONS The microsatellite markers developed for S. macrocarpus are intended to be used on future studies that aim to assess the population genetics and local breeding dynamics of the species with an emphasis on conservation.
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Affiliation(s)
- Collin W. Ahrens
- Royal Botanic Gardens Melbourne, National Herbarium of Victoria, Private Bag 2000, Birdwood Avenue, South Yarra, Victoria 3141, Australia
| | - Elizabeth A. James
- Royal Botanic Gardens Melbourne, National Herbarium of Victoria, Private Bag 2000, Birdwood Avenue, South Yarra, Victoria 3141, Australia
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Xiao M, Prabakaran P, Chen W, Kessing B, Dimitrov DS. Deep sequencing and Circos analyses of antibody libraries reveal antigen-driven selection of Ig VH genes during HIV-1 infection. Exp Mol Pathol 2013; 95:357-63. [PMID: 24158018 DOI: 10.1016/j.yexmp.2013.10.004] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2013] [Accepted: 10/11/2013] [Indexed: 01/21/2023]
Abstract
The vast diversity of antibody repertoires is largely attributed to heavy chain (V(H)) recombination of variable (V), diversity (D) and joining (J) gene segments. We used 454 sequencing information of the variable domains of the antibody heavy chain repertoires from neonates, normal adults and an HIV-1-infected individual, to analyze, with Circos software, the VDJ pairing patterns at birth, adulthood and a time-dependent response to HIV-1 infection. Our comparative analyses of the Ig VDJ repertoires from these libraries indicated that, from birth to adulthood, VDJ recombination patterns remain the same with some slight changes, whereas some V(H) families are selected and preferentially expressed after long-term infection with HIV-1. We also demonstrated that the immune system responds to HIV-1 chronic infection by selectively expanding certain HV families in an attempt to combat infection. Our findings may have implications for understanding immune responses in pathology as well as for development of new therapeutics and vaccines.
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Shirk RY, Glenn TC, Chang SM, Hamrick JL. Development and characterization of microsatellite primers in Geranium carolinianum (Geraniaceae) with 454 sequencing. Appl Plant Sci 2013; 1:apps.1300006. [PMID: 25202576 PMCID: PMC4103449 DOI: 10.3732/apps.1300006] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/15/2013] [Accepted: 02/25/2013] [Indexed: 06/03/2023]
Abstract
UNLABELLED PREMISE OF THE STUDY Microsatellite primers were developed for Geranium carolinanum, a North American winter annual herb, for use in population genetic analyses. • METHODS AND RESULTS Genomic DNA enriched for repeat-containing fragments was sequenced on the Roche 454 Titanium platform, resulting in 470 primer pairs developed from 1115 microsatellite-containing sequences. A subset of 37 primer pairs was screened for polymorphism across three native and three invasive populations. We identified four monomorphic and eight polymorphic loci. Polymorphic loci contained between two and seven alleles per locus, and mean within-population expected heterozygosity ranged from 0.100 to 0.290. Within populations, observed heterozygosity for individual loci ranged from zero to 0.857, and expected heterozygosity ranged from 0.046 to 0.559. • CONCLUSIONS These microsatellite markers will be useful for future studies of genetic diversity, structure, and mating systems across the geographic range of G. carolinianum, and may be transferable to other closely related species.
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Affiliation(s)
- Rebecca Y. Shirk
- Department of Plant Biology, University of Georgia, Athens, Georgia 30602 USA
- Department of Botany, University of Wisconsin–Madison, Madison, Wisconsin 53706 USA
| | - Travis C. Glenn
- Department of Environmental Health Science, University of Georgia, Athens, Georgia 30602 USA
| | - Shu-Mei Chang
- Department of Plant Biology, University of Georgia, Athens, Georgia 30602 USA
| | - J. L. Hamrick
- Department of Plant Biology, University of Georgia, Athens, Georgia 30602 USA
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Matheny H, Edwards J, Maroja LS. High-throughput microsatellite marker development for the distylous herb Primula mistassinica (Primulaceae). Appl Plant Sci 2013; 1:apps1300002. [PMID: 25202573 PMCID: PMC4103446 DOI: 10.3732/apps.1300002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/03/2013] [Accepted: 02/17/2013] [Indexed: 06/03/2023]
Abstract
PREMISE OF THE STUDY Twelve microsatellite markers were developed for Primula mistassinica, a distylous, diploid arctic-alpine plant. The markers will be used to investigate the landscape genetics of a disjunct population on Isle Royale, Michigan, and the phylogeographic patterns of the species. • METHODS AND RESULTS We used Roche/454 high-throughput technology to sequence microsatellite-enriched regions in the P. mistassinica genome. We developed 12 polymorphic microsatellite primer sets. These loci contained di-, tri-, and tetranucleotide repeats with two to nine alleles per locus when assessed in 23 individuals. • CONCLUSIONS Understanding the historical movements of P. mistassinica will provide insight to the survival prospects of current Arctic plant populations, which face the pressures of global, anthropogenic climate change.
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Affiliation(s)
- Hannah Matheny
- Department of Biology, Williams College, Williamstown, Massachusetts 01267 USA
| | - Joan Edwards
- Department of Biology, Williams College, Williamstown, Massachusetts 01267 USA
| | - Luana S. Maroja
- Department of Biology, Williams College, Williamstown, Massachusetts 01267 USA
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Collin H, Burri R, Comtesse F, Fumagalli L. Combining molecular evolution and environmental genomics to unravel adaptive processes of MHC class IIB diversity in European minnows (Phoxinus phoxinus). Ecol Evol 2013; 3:2568-85. [PMID: 24567825 PMCID: PMC3930049 DOI: 10.1002/ece3.650] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2013] [Revised: 04/26/2013] [Accepted: 04/29/2013] [Indexed: 11/10/2022] Open
Abstract
Host-pathogen interactions are a major evolutionary force promoting local adaptation. Genes of the major histocompatibility complex (MHC) represent unique candidates to investigate evolutionary processes driving local adaptation to parasite communities. The present study aimed at identifying the relative roles of neutral and adaptive processes driving the evolution of MHC class IIB (MHCIIB) genes in natural populations of European minnows (Phoxinus phoxinus). To this end, we isolated and genotyped exon 2 of two MHCIIB gene duplicates (DAB1 and DAB3) and 1'665 amplified fragment length polymorphism (AFLP) markers in nine populations, and characterized local bacterial communities by 16S rDNA barcoding using 454 amplicon sequencing. Both MHCIIB loci exhibited signs of historical balancing selection. Whereas genetic differentiation exceeded that of neutral markers at both loci, the populations' genetic diversities were positively correlated with local pathogen diversities only at DAB3. Overall, our results suggest pathogen-mediated local adaptation in European minnows at both MHCIIB loci. While at DAB1 selection appears to favor different alleles among populations, this is only partially the case in DAB3, which appears to be locally adapted to pathogen communities in terms of genetic diversity. These results provide new insights into the importance of host-pathogen interactions in driving local adaptation in the European minnow, and highlight that the importance of adaptive processes driving MHCIIB gene evolution may differ among duplicates within species, presumably as a consequence of alternative selective regimes or different genomic context. Using next-generation sequencing, the present manuscript identifies the relative roles of neutral and adaptive processes driving the evolution of MHC class IIB (MHCIIB) genes in natural populations of a cyprinid fish: the European minnow (Phoxinus phoxinus). We highlight that the relative importance of neutral versus adaptive processes in shaping immune competence may differ between duplicates as a consequence of alternative selective regimes or different genomic contexts.
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Affiliation(s)
- Helene Collin
- Department of Ecology and Evolution Laboratory for Conservation Biology, University of Lausanne Biophore, 1015, Lausanne, Switzerland ; Institute of Integrative Biology, University of Liverpool Biosciences Building, Crown St., Liverpool L69 7ZB, U.K
| | - Reto Burri
- Department of Ecology and Evolution Laboratory for Conservation Biology, University of Lausanne Biophore, 1015, Lausanne, Switzerland ; Department of Evolutionary Biology Evolutionary Biology Centre, Uppsala University Norbyvägen 18D, 75236, Uppsala, Sweden
| | - Fabien Comtesse
- Department of Ecology and Evolution Laboratory for Conservation Biology, University of Lausanne Biophore, 1015, Lausanne, Switzerland
| | - Luca Fumagalli
- Department of Ecology and Evolution Laboratory for Conservation Biology, University of Lausanne Biophore, 1015, Lausanne, Switzerland
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Sakata Y, Kaneko S, Hayano A, Inoue-Murayama M, Ohgushi T, Isagi Y. Isolation and characterization of microsatellite loci in the invasive herb Solidago altissima (Asteraceae). Appl Plant Sci 2013; 1:apps1200313. [PMID: 25202531 PMCID: PMC4105288 DOI: 10.3732/apps.1200313] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2012] [Accepted: 09/14/2012] [Indexed: 05/16/2023]
Abstract
PREMISE OF THE STUDY Microsatellite markers were developed in the perennial herb Solidago altissima from populations within its introduced range in Japan to assess its population structure and to facilitate tracking of invasion expansion. • METHODS AND RESULTS Using 454 pyrosequencing, 16 microsatellite primer sets were developed for S. altissima. The primer sets were tested on 70 individuals sampled from three populations in Japan. The primers amplified di- and trinucleotide repeats with five to 25 alleles per locus, and the expected heterozygosity ranged from 0.46 to 0.92. • CONCLUSIONS These results indicate the utility of primers in S. altissima for future research on a wide range of applications, including tracking of invasion dynamics and investigating population genetics of the species.
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Affiliation(s)
- Yuzu Sakata
- Laboratory of Forest Biology, Division of Forest and Biomaterials Science, Graduate School of Agriculture, Kyoto University, Kyoto 606-8502, Japan
- Author for correspondence:
| | - Shingo Kaneko
- Faculty of Symbiotic Systems Science, Fukushima University, Fukushima 960-1296, Japan
| | - Azusa Hayano
- Wildlife Research Center, Kyoto University, Kyoto 606-8203, Japan
| | | | - Takayuki Ohgushi
- Center for Ecological Research, Kyoto University, Otsu 520-2113, Japan
| | - Yuji Isagi
- Laboratory of Forest Biology, Division of Forest and Biomaterials Science, Graduate School of Agriculture, Kyoto University, Kyoto 606-8502, Japan
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Suresh S, Park JH, Cho GT, Lee HS, Baek HJ, Lee SY, Chung JW. Development and molecular characterization of 55 novel polymorphic cDNA-SSR markers in faba bean (Vicia faba L.) using 454 pyrosequencing. Molecules 2013; 18:1844-56. [PMID: 23434866 PMCID: PMC6270484 DOI: 10.3390/molecules18021844] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2013] [Revised: 01/17/2013] [Accepted: 01/23/2013] [Indexed: 12/24/2022] Open
Abstract
Faba bean (Vicia faba L.) is a major food source and fodder legume, popularly known for its high content of seed-protein. Its role is critical in crop rotation, and for fixing nitrogen effectively. Polymorphic simple sequence repeat markers from transcript sequences (cDNA; simple sequence repeat [SSR]) were developed for faba bean (Vicia faba). We found that 1,729 SSR loci from 81,333 individual sequence reads and 240 primer pairs were designed and synthesized. In total, 55 primer pairs were found to be polymorphic and scorable consistently when screened in 32 accessions. The number of alleles ranged from 2 to 15, frequency of major alleles per locus varied from 0.17 to 0.91, the genotypes number ranged from 2 to 17, observed and expected heterozycosity values ranged from 0.00 to 0.44 and 0.17 to 0.89 and overall PIC values ranged from 0.16 to 0.88 respectively. These markers will be a useful tool for assessing the genetic diversity, understanding the population structure, and breeding patterns of faba bean.
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Affiliation(s)
| | | | | | | | | | | | - Jong-Wook Chung
- National Agrobiodiversity Center, National Academy of Agricultural Science, Rural Development Administration, Suwon 441-853, Korea
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Middleton CP, Stein N, Keller B, Kilian B, Wicker T. Comparative analysis of genome composition in Triticeae reveals strong variation in transposable element dynamics and nucleotide diversity. Plant J 2013; 73:347-56. [PMID: 23057663 DOI: 10.1111/tpj.12048] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/22/2012] [Revised: 10/03/2012] [Accepted: 10/09/2012] [Indexed: 05/18/2023]
Abstract
A 454 sequencing snapshot was utilised to investigate the genome composition and nucleotide diversity of transposable elements (TEs) for several Triticeae taxa, including Triticum aestivum, Hordeum vulgare, Hordeum spontaneum and Secale cereale together with relatives of the A, B and D genome donors of wheat, Triticum urartu (A), Aegilops speltoides (S) and Aegilops tauschii (D). Additional taxa containing the A genome, Triticum monococcum and its wild relative Triticum boeoticum, were also included. The main focus of the analysis was on the genomic composition of TEs as these make up at least 80% of the overall genome content. Although more than 200 TE families were identified in each species, approximately 50% of the overall genome comprised 12-15 TE families. The BARE1 element was the largest contributor to all genomes, contributing more than 10% to the overall genome. We also found that several TE families differ strongly in their abundance between species, indicating that TE families can thrive extremely successfully in one species while going virtually extinct in another. Additionally, the nucleotide diversity of BARE1 populations within individual genomes was measured. Interestingly, the nucleotide diversity in the domesticated barley H. vulgare cv. Barke was found to be twice as high as in its wild progenitor H. spontaneum, suggesting that the domesticated barley gained nucleotide diversity from the addition of different genotypes during the domestication and breeding process. In the rye/wheat lineage, sequence diversity of BARE1 elements was generally higher, suggesting that factors such as geographical distribution and mating systems might play a role in intragenomic TE diversity.
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Affiliation(s)
- Christopher P Middleton
- Institute of Plant Biology, University Zurich, Zollikerstrasse 107, CH-8008, Zurich, Switzerland
| | - Nils Stein
- Leibniz-Institute of Plant Genetics and Crop Plant Research (IPK), Corrensstrasse 3, D-06466, Gatersleben, Germany
| | - Beat Keller
- Institute of Plant Biology, University Zurich, Zollikerstrasse 107, CH-8008, Zurich, Switzerland
| | - Benjamin Kilian
- Leibniz-Institute of Plant Genetics and Crop Plant Research (IPK), Corrensstrasse 3, D-06466, Gatersleben, Germany
| | - Thomas Wicker
- Institute of Plant Biology, University Zurich, Zollikerstrasse 107, CH-8008, Zurich, Switzerland
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Kajtoch L, Nadachowska-Brzyska K, Babik W. Development and characterization of microsatellite loci in the Centricnemus leucogrammus weevil. Mol Biol Rep 2012; 39:11131-6. [PMID: 23065209 PMCID: PMC3486996 DOI: 10.1007/s11033-012-2021-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2012] [Accepted: 10/01/2012] [Indexed: 11/25/2022]
Abstract
Centricnemus leucogrammus is a weevil characteristic of European xerothermic habitats and steppes. The species was probably more widespread during the Pleistocene glaciations, while its current distribution is limited to "warm-stage refugia." It may be regarded as a typical representative of flightless xerothermophilous beetles. Previous studies concentrated on its genetic variation using mitochondrial genes. Here, we identified, tested and characterized 24 polymorphic microsatellite loci with the use of 454 sequencing of microsatellite enriched genomic libraries. The new set of loci will be used in studies on the population structure of this weevil and may provide valuable information for its conservation.
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Affiliation(s)
- Lukasz Kajtoch
- Department of Experimental Zoology, Institute of Systematics and Evolution of Animals, Polish Academy of Science, Sławkowska 17 St., 31-016, Kraków, Poland,
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