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Rocha RT, de Almeida FM, Pappas MCR, Pappas GJ, Martins K. Complete Genome Sequence of Pantoea stewartii RON18713 from Brazil Nut Tree Phyllosphere Reveals Genes Involved in Plant Growth Promotion. Microorganisms 2023; 11:1729. [PMID: 37512901 PMCID: PMC10383142 DOI: 10.3390/microorganisms11071729] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 06/09/2023] [Accepted: 06/26/2023] [Indexed: 07/30/2023] Open
Abstract
The Amazonian rainforest is a hyper-diverse ecosystem in the number of species and the myriad of intertaxon relationships that are mostly understudied. In order to characterize a dominant and economically important Amazonian species, the Brazil nut tree (Bertholletia excelsa Bonpl.), at the genome level, wegenerated high-coverage long-read sequencing data from the leaves of a single individual. The genome assembly revealed an unexpected discovery: two circular contigs that could be assigned to the chromosome and a plasmid of a Pantoea stewartii strain. Comparative genomics revealed that this strain belongs to the indologenes subspecies and displays high synteny with other strains isolated from diseased leaves of the neotropical palm Bactris gasipaes Kunth. Investigation of pathogenicity-related genes revealed the absence of the entire type III secretion system gene cluster in the plasmid, which was otherwise highly similar to a plasmid from an isolate known to cause disease in Dracaena sanderiana Mast. In contrast, several genes associated with plant-growth promoting traits were detected, including genes involved in indole-3-acetic acid (IAA) production, phosphate solubilization, and biosynthesis of siderophores. In summary, we report the genome of an uncultivated P. stewartii subsp. indologenes strain associated with the Brazil nut tree and potentially a plant growth-promoting bacteria.
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Affiliation(s)
| | | | - Marília C R Pappas
- EMBRAPA Genetic Resources and Biotechnology, Brasília 70770-917, DF, Brazil
| | | | - Karina Martins
- Department of Biology, Federal University of São Carlos, Sorocaba 18052-780, SP, Brazil
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Pereira WJ, de Castro Rodrigues Pappas M, Pappas GJ. Computational Protocol for DNA Methylation Profiling in Plants Using Restriction Enzyme-Based Genome Reduction. Methods Mol Biol 2023; 2638:23-36. [PMID: 36781633 DOI: 10.1007/978-1-0716-3024-2_3] [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: 02/15/2023]
Abstract
Epigenetics can be described as heritable phenotype changes that do not involve alterations in the underlying DNA sequence. Having widespread implications in fundamental biological phenomena, there is an increased interest in characterizing epigenetic modifications and studying their functional implications. DNA methylation, particularly 5-methylcytosine (5mC), stands out as the most studied epigenetic mark and several methodologies have been created to investigate it. With the development of next-generation sequencing technologies, several approaches to DNA methylation profiling were conceived, with differences in resolution and genomic scope. Besides the gold standard whole-genome bisulfite sequencing, which is costly for population-scale studies, genomic reduced representation methods emerged as viable alternatives to investigate methylation loci. Whole-genome bisulfite sequencing provides single-base methylation resolution but is costly for population-scale studies. Genomic reduction methods emerged as viable alternatives to investigate a fraction of methylated loci. One of such approaches uses double digestion with the restriction enzymes PstI and one of the isoschizomers, MspI and HpaII, with differential sensitivity to 5mC at the restriction site. Statistical comparison of sequencing reads counts obtained from the two libraries for each sample (PstI-MspI and PstI-HpaII) is used to infer the methylation status of thousands of cytosines. Here, we describe a general overview of the technique and a computational protocol to process the generated data to provide a medium-scale inventory of methylated sites in plant genomes. The software is available at https://github.com/wendelljpereira/DArTseqMet .
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Affiliation(s)
- Wendell Jacinto Pereira
- School of Forest, Fisheries, and Geomatics Sciences, University of Florida, Gainesville, FL, USA.,Department of Cell Biology, University of Brasilia, Brasilia, Distrito Federal, Brazil
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Howe MD, Britton KJ, Joyce HE, Pappas GJ, Faust MA, Dawson BC, Riddle MC, Salloway SP. Initial Experiences with Amyloid-Related Imaging Abnormalities in Patients Receiving Aducanumab Following Accelerated Approval. J Prev Alzheimers Dis 2023; 10:765-770. [PMID: 37874098 DOI: 10.14283/jpad.2023.96] [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] [Indexed: 10/25/2023]
Abstract
Aducanumab is the first FDA-approved amyloid-lowering immunotherapy for Alzheimer's disease. There is little real-world data to guide management of amyloid-related imaging abnormalities (ARIA), a potentially serious side-effect which requires surveillance with magnetic resonance imaging. We report our experiences in managing ARIA in patients receiving aducanumab at the Butler Hospital Memory and Aging Program during the year following FDA approval. We followed the Appropriate Use Recommendations for aducanumab to guide patient selection, detection, and management of ARIA (1). ARIA-E occurred in 6 out of 24 participants treated; all APOE-ε4 carriers. Treatment was discontinued in 4 cases of moderate-severe ARIA-E, temporarily held in 1 moderate case, and dosed through in 1 mild case (mean duration = 3 months, range, 1-6 months). No participants required hospitalization or high dose corticosteroids. Participants on anticoagulation were excluded and no macrohemorrhages occurred. These data support the measured approaches to treatment outlined in the Appropriate Use Recommendations.
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Affiliation(s)
- M D Howe
- Dr. Matthew Howe, Butler Hospital Memory and Aging Program, 345 Blackstone Boulevard, Providence, RI 02906, USA, Phone: 401-455-6403, Fax: 401-455-6405,
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Janssen L, de Almeida FM, Damasceno TAS, Baptista RDP, Pappas GJ, de Campos TA, Martins VDP. A Novel Multidrug Resistant, Non-Tn 4401 Genetic Element-Bearing, Strain of Klebsiella pneumoniae Isolated From an Urban Lake With Drinking and Recreational Water Reuse. Front Microbiol 2021; 12:732324. [PMID: 34899623 PMCID: PMC8654192 DOI: 10.3389/fmicb.2021.732324] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Accepted: 11/01/2021] [Indexed: 11/13/2022] Open
Abstract
Antimicrobial resistance (AMR) is an increasing and urgent issue for human health worldwide, as it leads to the reduction of available antibiotics to treat bacterial infections, in turn increasing hospital stays and lethality. Therefore, the study and genomic surveillance of bacterial carriers of resistance in and outside of clinical settings is of utter importance. A colony of multidrug resistant (MDR) bacteria identified as Klebsiella spp., by 16S rDNA amplicon sequencing, has been isolated from an urban lake in Brazil, during a drug-degrading bacterial prospection. Genomic analyses revealed the bacteria as Klebsiella pneumoniae species. Furthermore, the in silico Multilocus Sequence Typing (MLST) identified the genome as a new sequence type, ST5236. The search for antimicrobial resistance genes (ARGs) detected the presence of genes against beta-lactams, fosfomycin, acriflavine and efflux pumps, as well as genes for heavy metal resistance. Of particular note, an extended-spectrum beta-lactamase gene (blaCTX-M-15) has been detected in close proximity to siphoviridae genes, while a carbapenemase gene (KPC-2) has been found in an extrachromosomal contig, within a novel non-Tn4401 genetic element (NTEKPC). An extrachromosomal contig found in the V3 isolate is identical to a contig of a K. pneumoniae isolate from a nearby hospital, which indicates a putative gene flow from the hospital network into Paranoá lake. The discovery of a MDR isolate in this lake is worrisome, as the region has recently undergone periods of water scarcity causing the lake, which receives treated wastewater effluent, and is already used for recreational purposes, to be used as an environmental buffer for drinking water reuse. Altogether, our results indicate an underrepresentation of environmental K. pneumoniae among available genomes, which may hamper the understanding of the population dynamics of the species in the environment and its consequences in the spread of ARGs and virulence genes.
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Affiliation(s)
- Luis Janssen
- Department of Cellular Biology, Institute of Biological Sciences, University of Brasilia, Brasília, Brazil
| | - Felipe Marques de Almeida
- Department of Cellular Biology, Institute of Biological Sciences, University of Brasilia, Brasília, Brazil
| | | | - Rodrigo de Paula Baptista
- Center for Tropical and Emerging Global Diseases, University of Georgia, Athens, GA, United States
- Institute of Bioinformatics, University of Georgia, Athens, GA, United States
| | - Georgios Joannis Pappas
- Department of Cellular Biology, Institute of Biological Sciences, University of Brasilia, Brasília, Brazil
| | - Tatiana Amabile de Campos
- Department of Cellular Biology, Institute of Biological Sciences, University of Brasilia, Brasília, Brazil
| | - Vicente de Paulo Martins
- Department of Cellular Biology, Institute of Biological Sciences, University of Brasilia, Brasília, Brazil
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Pereira WJ, Almeida FM, Conde D, Balmant KM, Triozzi PM, Schmidt HW, Dervinis C, Pappas GJ, Kirst M. Asc-Seurat: analytical single-cell Seurat-based web application. BMC Bioinformatics 2021; 22:556. [PMID: 34794383 PMCID: PMC8600690 DOI: 10.1186/s12859-021-04472-2] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Accepted: 11/10/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Single-cell RNA sequencing (scRNA-seq) has revolutionized the study of transcriptomes, arising as a powerful tool for discovering and characterizing cell types and their developmental trajectories. However, scRNA-seq analysis is complex, requiring a continuous, iterative process to refine the data and uncover relevant biological information. A diversity of tools has been developed to address the multiple aspects of scRNA-seq data analysis. However, an easy-to-use web application capable of conducting all critical steps of scRNA-seq data analysis is still lacking. We present Asc-Seurat, a feature-rich workbench, providing an user-friendly and easy-to-install web application encapsulating tools for an all-encompassing and fluid scRNA-seq data analysis. Asc-Seurat implements functions from the Seurat package for quality control, clustering, and genes differential expression. In addition, Asc-Seurat provides a pseudotime module containing dozens of models for the trajectory inference and a functional annotation module that allows recovering gene annotation and detecting gene ontology enriched terms. We showcase Asc-Seurat's capabilities by analyzing a peripheral blood mononuclear cell dataset. CONCLUSIONS Asc-Seurat is a comprehensive workbench providing an accessible graphical interface for scRNA-seq analysis by biologists. Asc-Seurat significantly reduces the time and effort required to analyze and interpret the information in scRNA-seq datasets.
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Affiliation(s)
- W J Pereira
- School of Forest, Fisheries, and Geomatics Sciences, University of Florida, Gainesville, FL, 32611, USA.
| | - F M Almeida
- Department of Cell Biology, Institute of Biological Sciences, University of Brasília, Brasília, DF, 70910-900, Brazil
| | - D Conde
- School of Forest, Fisheries, and Geomatics Sciences, University of Florida, Gainesville, FL, 32611, USA
| | - K M Balmant
- School of Forest, Fisheries, and Geomatics Sciences, University of Florida, Gainesville, FL, 32611, USA
| | - P M Triozzi
- School of Forest, Fisheries, and Geomatics Sciences, University of Florida, Gainesville, FL, 32611, USA
| | - H W Schmidt
- School of Forest, Fisheries, and Geomatics Sciences, University of Florida, Gainesville, FL, 32611, USA
| | - C Dervinis
- School of Forest, Fisheries, and Geomatics Sciences, University of Florida, Gainesville, FL, 32611, USA
| | - G J Pappas
- Department of Cell Biology, Institute of Biological Sciences, University of Brasília, Brasília, DF, 70910-900, Brazil
| | - M Kirst
- School of Forest, Fisheries, and Geomatics Sciences, University of Florida, Gainesville, FL, 32611, USA
- Genetics Institute, University of Florida, Gainesville, FL, 32611, USA
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de Campos TA, de Almeida FM, de Almeida APC, Nakamura-Silva R, Oliveira-Silva M, de Sousa IFA, Cerdeira L, Lincopan N, Pappas GJ, Pitondo-Silva A. Multidrug-Resistant (MDR) Klebsiella variicola Strains Isolated in a Brazilian Hospital Belong to New Clones. Front Microbiol 2021; 12:604031. [PMID: 33935984 PMCID: PMC8085564 DOI: 10.3389/fmicb.2021.604031] [Citation(s) in RCA: 3] [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: 09/08/2020] [Accepted: 03/25/2021] [Indexed: 01/18/2023] Open
Abstract
Klebsiella variicola is mainly associated with opportunistic infections and frequently identified as Klebsiella pneumoniae. This misidentification implies a wrong epidemiology result as well as incorrect attribution to K. pneumoniae as the etiology of some severe infections. Recently, huge efforts have been made to study K. variicola, however, the biological aspects of this species are still unclear. Here we characterized five K. variicola strains initially identified as K. pneumoniae, with a Vitek-2 System and 16S rRNA sequencing. One-step multiplex polymerase chain reaction and Whole Genome Sequencing (WGS) identified them as K. variicola. Additionally, WGS analysis showed that all the strains are closely related with K. variicola genomes, forming a clustered group, apart from K. pneumoniae and K. quasipneumoniae. Multilocus sequence typing analysis showed four different sequence types (STs) among the strains and for two of them (Kv97 and Kv104) the same ST was assigned. All strains were multidrug-resistant (MDR) and three showed virulence phenotypes including invasion capacity to epithelial cells, and survival in human blood and serum. These results showed the emergence of new K. variicola clones with pathogenic potential to colonize and cause infection in different tissues. These characteristics associated with MDR strains raise great concern for human health.
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Affiliation(s)
- Tatiana Amabile de Campos
- Departamento de Biologia Celular, Instituto de Ciências Biológicas, Universidade de Brasília, Brasília, Brazil.,Programa de Pós-graduação em Biologia Microbiana, Universidade de Brasília, Brasília, Brazil
| | | | | | - Rafael Nakamura-Silva
- Programa de Pós-graduação em Tecnologia Ambiental, Universidade de Ribeirão Preto, Ribeirão Preto, Brazil
| | - Mariana Oliveira-Silva
- Programa de Pós-graduação em Tecnologia Ambiental, Universidade de Ribeirão Preto, Ribeirão Preto, Brazil
| | | | - Louise Cerdeira
- Instituto de Ciências Biológicas, Universidade de São Paulo, São Paulo, Brazil.,Department of Infectious Diseases, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Nilton Lincopan
- Department of Infectious Diseases, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Georgios Joannis Pappas
- Departamento de Biologia Celular, Instituto de Ciências Biológicas, Universidade de Brasília, Brasília, Brazil.,Programa de Pós-graduação em Biologia Molecular, Universidade de Brasília, Brasília, Brazil
| | - André Pitondo-Silva
- Programa de Pós-graduação em Tecnologia Ambiental, Universidade de Ribeirão Preto, Ribeirão Preto, Brazil.,Programa de Pós-graduação em Odontologia, Universidade de Ribeirão Preto, Ribeirão Preto, Brazil
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Pereira WJ, Pappas MDCR, Grattapaglia D, Pappas GJ. A cost-effective approach to DNA methylation detection by Methyl Sensitive DArT sequencing. PLoS One 2020; 15:e0233800. [PMID: 32497070 PMCID: PMC7272069 DOI: 10.1371/journal.pone.0233800] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2019] [Accepted: 05/12/2020] [Indexed: 12/14/2022] Open
Abstract
Several studies suggest the relation of DNA methylation to diseases in humans and important phenotypes in plants drawing attention to this epigenetic mark as an important source of variability. In the last decades, several methodologies were developed to assess the methylation state of a genome. However, there is still a lack of affordable and precise methods for genome wide analysis in large sample size studies. Methyl sensitive double digestion MS-DArT sequencing method emerges as a promising alternative for methylation profiling. We developed a computational pipeline for the identification of DNA methylation using MS-DArT-seq data and carried out a pilot study using the Eucalyptus grandis tree sequenced for the species reference genome. Using a statistic framework as in differential expression analysis, 72,515 genomic sites were investigated and 5,846 methylated sites identified, several tissue specific, distributed along the species 11 chromosomes. We highlight a bias towards identification of DNA methylation in genic regions and the identification of 2,783 genes and 842 transposons containing methylated sites. Comparison with WGBS, DNA sequencing after treatment with bisulfite, data demonstrated a precision rate higher than 95% for our approach. The availability of a reference genome is useful for determining the genomic context of methylated sites but not imperative, making this approach suitable for any species. Our approach provides a cost effective, broad and reliable examination of DNA methylation profile on MspI/HpaII restriction sites, is fully reproducible and the source code is available on GitHub (https://github.com/wendelljpereira/ms-dart-seq).
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Affiliation(s)
| | | | - Dario Grattapaglia
- Embrapa Genetic Resources and Biotechnology, Brasília, Distrito Federal, Brazil
- Universidade Católica de Brasília, Brasília, Distrito Federal, Brazil
| | - Georgios Joannis Pappas
- Department of Cell Biology, University of Brasília, Brasília, Distrito Federal, Brazil
- * E-mail:
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Pereira WJ, Pappas MDCR, Grattapaglia D, Pappas GJ. A cost-effective approach to DNA methylation detection by Methyl Sensitive DArT sequencing. PLoS One 2020; 15:e0233800. [PMID: 32497070 DOI: 10.1371/journal.pone.00233800] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2019] [Accepted: 05/12/2020] [Indexed: 05/27/2023] Open
Abstract
Several studies suggest the relation of DNA methylation to diseases in humans and important phenotypes in plants drawing attention to this epigenetic mark as an important source of variability. In the last decades, several methodologies were developed to assess the methylation state of a genome. However, there is still a lack of affordable and precise methods for genome wide analysis in large sample size studies. Methyl sensitive double digestion MS-DArT sequencing method emerges as a promising alternative for methylation profiling. We developed a computational pipeline for the identification of DNA methylation using MS-DArT-seq data and carried out a pilot study using the Eucalyptus grandis tree sequenced for the species reference genome. Using a statistic framework as in differential expression analysis, 72,515 genomic sites were investigated and 5,846 methylated sites identified, several tissue specific, distributed along the species 11 chromosomes. We highlight a bias towards identification of DNA methylation in genic regions and the identification of 2,783 genes and 842 transposons containing methylated sites. Comparison with WGBS, DNA sequencing after treatment with bisulfite, data demonstrated a precision rate higher than 95% for our approach. The availability of a reference genome is useful for determining the genomic context of methylated sites but not imperative, making this approach suitable for any species. Our approach provides a cost effective, broad and reliable examination of DNA methylation profile on MspI/HpaII restriction sites, is fully reproducible and the source code is available on GitHub (https://github.com/wendelljpereira/ms-dart-seq).
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Affiliation(s)
| | | | - Dario Grattapaglia
- Embrapa Genetic Resources and Biotechnology, Brasília, Distrito Federal, Brazil
- Universidade Católica de Brasília, Brasília, Distrito Federal, Brazil
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Rodrigues KA, Rocha RT, Mulinari FF, Guedes AV, Teixeira MDM, Motta DDO, Fernandes L, Magalhães BS, Felipe MSS, Pappas GJ, Parachin NS. Exploring the Brazilian diversity of Aspergillus sp. strains for lovastatin and itaconic acid production. Fungal Genet Biol 2020; 138:103367. [PMID: 32198121 DOI: 10.1016/j.fgb.2020.103367] [Citation(s) in RCA: 1] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Revised: 03/09/2020] [Accepted: 03/10/2020] [Indexed: 11/17/2022]
Abstract
Filamentous fungi are well known for producing secondary metabolites applied in various industrial segments. Among these, lovastatin and itaconic acid, produced by Aspergillus terreus, have applications in the pharmaceutical and chemical industries. Lovastatin is primarily used for the control of hypercholesterolemia, while itaconic acid is a building block for the production of synthetic fibers, coating adhesives, among others. In this study, for the first time, 35 strains of Aspergillus sp. from four Brazilian culture collections were evaluated for lovastatin and itaconic acid production and compared to a reference strain, ATCC 20542. From an initial screening, the strains ATCC 20542, URM 224, URM1876, URM 5061, URM 5254, URM 5256, URM 5650, and URM 5961 were selected for genomic comparison. Among tested strains, the locus corresponding to the lovastatin genomic cluster was assembled, showing that all genes essential for lovastatin biosynthesis were present in producing URM 5961 and URM 5650 strains, with 100% and 98.5% similarity to ATCC 20542, respectively. However, in the no producing URM 1876, URM 224, URM 5254, URM 5061, and URM 5256 strains, this cluster was either fragmented or missing. Among the 35 strains evaluated for itaconic acid production in this study, only three strains had titers above 0.5 g/L, 16 strains had production below 0.5 g/L, and the remaining 18 strains had no production, with the highest production of itaconic acid observed in the URM 5254 strain with 2.2 g/L. The essential genes for itaconic acid production, mttA, cadA msfA were also mapped, where all three genes linked to itaconic acid production were found in a single contig in the assembly of each strain. In contrast to lovastatin loci, there is no correlation between the level of itaconic acid production and genetic polymorphisms in the genes associated with its biosynthesis.
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Affiliation(s)
- Kelly Assis Rodrigues
- Grupo Engenharia de Biocatalisadores, Instituto de Ciências Biológicas, Universidade de Brasília, Brasília, DF CEP 70790-900, Brazil; Pós-Graduação em Biologia Molecular, Universidade de Brasília, Brasília, DF CEP 70790-900, Brazil
| | - Rodrigo Theodoro Rocha
- Pós-Graduação em Biologia Molecular, Universidade de Brasília, Brasília, DF CEP 70790-900, Brazil; Computational Genomics Group, Instituto de Ciências Biológicas, Universidade de Brasília, Brasília, CEP 70790-900, Brazil
| | - Flávia Furtado Mulinari
- Pós-Graduação em Ciências Genômicas e Biotecnologia, Universidade Católica de Brasília, Brasília, DF CEP 70790-160, Brazil
| | - Adevilton Viana Guedes
- Pós-Graduação em Ciências Genômicas e Biotecnologia, Universidade Católica de Brasília, Brasília, DF CEP 70790-160, Brazil
| | - Marcus de Melo Teixeira
- Pós-Graduação em Ciências Genômicas e Biotecnologia, Universidade Católica de Brasília, Brasília, DF CEP 70790-160, Brazil; Faculdade de Medicina, Universidade de Medicina, Brasília, DF CEP 70910-900, Brazil
| | - Dielle de Oliveira Motta
- Pós-Graduação em Ciências Genômicas e Biotecnologia, Universidade Católica de Brasília, Brasília, DF CEP 70790-160, Brazil
| | - Larissa Fernandes
- Laboratório de Imunologia Aplicada, Instituto de Biologia, Departamento de Biologia Celular, Universidade de Brasília, Brasília, DF, Brazil
| | - Beatriz Simas Magalhães
- Pós-Graduação em Ciências Genômicas e Biotecnologia, Universidade Católica de Brasília, Brasília, DF CEP 70790-160, Brazil
| | - Maria Sueli Soares Felipe
- Pós-Graduação em Ciências Genômicas e Biotecnologia, Universidade Católica de Brasília, Brasília, DF CEP 70790-160, Brazil
| | - Georgios Joannis Pappas
- Pós-Graduação em Biologia Molecular, Universidade de Brasília, Brasília, DF CEP 70790-900, Brazil; Computational Genomics Group, Instituto de Ciências Biológicas, Universidade de Brasília, Brasília, CEP 70790-900, Brazil
| | - Nádia Skorupa Parachin
- Grupo Engenharia de Biocatalisadores, Instituto de Ciências Biológicas, Universidade de Brasília, Brasília, DF CEP 70790-900, Brazil; Pós-Graduação em Biologia Molecular, Universidade de Brasília, Brasília, DF CEP 70790-900, Brazil; Pós-Graduação em Ciências Genômicas e Biotecnologia, Universidade Católica de Brasília, Brasília, DF CEP 70790-160, Brazil.
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Miotto YE, Tessele C, Czermainski ABC, Porto DD, Falavigna VDS, Sartor T, Cattani AM, Delatorre CA, de Alencar SA, da Silva-Junior OB, Togawa RC, Costa MMDC, Pappas GJ, Grynberg P, de Oliveira PRD, Kvitschal MV, Denardi F, Buffon V, Revers LF. Spring Is Coming: Genetic Analyses of the Bud Break Date Locus Reveal Candidate Genes From the Cold Perception Pathway to Dormancy Release in Apple ( Malus × domestica Borkh.). Front Plant Sci 2019; 10:33. [PMID: 30930909 PMCID: PMC6423911 DOI: 10.3389/fpls.2019.00033] [Citation(s) in RCA: 5] [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] [Subscribe] [Scholar Register] [Received: 07/16/2018] [Accepted: 01/10/2019] [Indexed: 05/26/2023]
Abstract
Chilling requirement (CR) for bud dormancy completion determines the time of bud break in apple (Malus × domestica Borkh.). The molecular control of bud dormancy is highly heritable, suggesting a strong genetic control of the trait. An available Infinium II SNP platform for genotyping containing 8,788 single nucleotide polymorphic markers was employed, and linkage maps were constructed in a F1 cross from the low CR M13/91 and the moderate CR cv. Fred Hough. These maps were used to identify quantitative trait loci (QTL) for bud break date as a trait related to dormancy release. A major QTL for bud break was detected at the beginning of linkage group 9 (LG9). This QTL remained stable during seven seasons in two different growing sites. To increase mapping efficiency in detecting contributing genes underlying this QTL, 182 additional SNP markers located at the locus for bud break were used. Combining linkage mapping and structural characterization of the region, the high proportion of the phenotypic variance in the trait explained by the QTL is related to the coincident positioning of Arabidopsis orthologs for ICE1, FLC, and PRE1 protein-coding genes. The proximity of these genes from the most explanatory markers of this QTL for bud break suggests potential genetic additive effects, reinforcing the hypothesis of inter-dependent mechanisms controlling dormancy induction and release in apple trees.
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Affiliation(s)
- Yohanna Evelyn Miotto
- Department of Crop Science, Agronomy School, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Carolina Tessele
- Department of Crop Science, Agronomy School, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | | | | | - Vítor da Silveira Falavigna
- Embrapa Uva e Vinho, Bento Gonçalves, Brazil
- Graduate Program in Cell and Molecular Biology, Centro de Biotecnologia, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Tiago Sartor
- Embrapa Uva e Vinho, Bento Gonçalves, Brazil
- Graduate Program in Cell and Molecular Biology, Centro de Biotecnologia, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Amanda Malvessi Cattani
- Embrapa Uva e Vinho, Bento Gonçalves, Brazil
- Graduate Program in Cell and Molecular Biology, Centro de Biotecnologia, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Carla Andrea Delatorre
- Department of Crop Science, Agronomy School, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - Sérgio Amorim de Alencar
- Programa de Pós-Graduação em Ciências Genômicas e Biotecnologia, Universidade Católica de Brasília, Brasília, Brazil
| | | | | | | | | | | | | | - Marcus Vinícius Kvitschal
- Empresa de Pesquisa Agropecuária e Extensão Rural de Santa Catarina – Epagri – Estação Experimental de Caçador, Caçador, Brazil
| | - Frederico Denardi
- Empresa de Pesquisa Agropecuária e Extensão Rural de Santa Catarina – Epagri – Estação Experimental de Caçador, Caçador, Brazil
| | | | - Luís Fernando Revers
- Embrapa Uva e Vinho, Bento Gonçalves, Brazil
- Graduate Program in Cell and Molecular Biology, Centro de Biotecnologia, Federal University of Rio Grande do Sul, Porto Alegre, Brazil
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Paes HC, Derengowski LDS, Peconick LDF, Albuquerque P, Pappas GJ, Nicola AM, Silva FBA, Vallim MA, Alspaugh JA, Felipe MSS, Fernandes L. A Wor1-Like Transcription Factor Is Essential for Virulence of Cryptococcus neoformans. Front Cell Infect Microbiol 2018; 8:369. [PMID: 30483479 PMCID: PMC6243373 DOI: 10.3389/fcimb.2018.00369] [Citation(s) in RCA: 3] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2018] [Accepted: 10/03/2018] [Indexed: 11/29/2022] Open
Abstract
Gti1/Pac2 transcription factors occur exclusively in fungi and their roles vary according to species, including regulating morphological transition and virulence, mating and secondary metabolism. Many of these functions are important for fungal pathogenesis. We therefore hypothesized that one of the two proteins of this family in Cryptococcus neoformans, a major pathogen of humans, would also control virulence-associated cellular processes. Elimination of this protein in C. neoformans results in reduced polysaccharide capsule expression and defective cytokinesis and growth at 37°C. The mutant loses virulence in a mouse model of cryptococcal infection and retains only partial virulence in the Galleria mellonella alternative model at 30°C. We performed RNA-Seq experiments on the mutant and found abolished transcription of genes that, in combination, are known to account for all the observed phenotypes. The protein has been named Required for cytokinesis and virulence 1 (Rcv1).
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Affiliation(s)
- Hugo Costa Paes
- Clinical Medicine Division, University of Brasília Medical School, Brasília, Brazil
| | | | | | | | - Georgios Joannis Pappas
- Department of Cell Biology, Institute of Biological Sciences, University of Brasília, Brasília, Brazil
| | | | | | - Marcelo Afonso Vallim
- Cellular and Molecular Biology Division, Biological Sciences Department, São Paulo Federal University, São Paulo, Brazil
| | - J Andrew Alspaugh
- Department of Medicine, School of Medicine, Duke University, Durham, NC, United States
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Ortega DB, Costa RA, Pires AS, Araújo TF, Araújo JF, Kurokawa AS, Magalhães BS, Reis AMM, Franco OL, Kruger RH, Pappas GJ, Barreto CC. Draft Genome Sequence of the Antimicrobial-Producing Strain Paenibacillus elgii AC13. Genome Announc 2018; 6:e00573-18. [PMID: 29954895 PMCID: PMC6025928 DOI: 10.1128/genomea.00573-18] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Accepted: 05/22/2018] [Indexed: 11/20/2022]
Abstract
A Paenibacillus elgii strain isolated from soil samples from Cerrado, Brazil, showed antimicrobial activity. Its genome sequence was acquired (GS20 FLX Titanium 454 platform) and comprises 108 contigs (N50, 198,427 bp) and 6,810 predicted sequences. Here, we shed some light on the antimicrobial genes of the strain, including a nonribosomal peptide synthetase (NRPS) module identified as part of a pelgipeptin gene cluster.
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Affiliation(s)
- Daniel Barros Ortega
- Graduate Program in Genomic Sciences and Biotechnology, Universidade Católica de Brasília, Brasília, Distrito Federal, Brazil
| | - Rosiane Andrade Costa
- Graduate Program in Genomic Sciences and Biotechnology, Universidade Católica de Brasília, Brasília, Distrito Federal, Brazil
| | - Allan Silva Pires
- Graduate Program in Genomic Sciences and Biotechnology, Universidade Católica de Brasília, Brasília, Distrito Federal, Brazil
| | - Thiago Fellipe Araújo
- Graduate Program in Genomic Sciences and Biotechnology, Universidade Católica de Brasília, Brasília, Distrito Federal, Brazil
| | - Janaina Fernandez Araújo
- Graduate Program in Genomic Sciences and Biotechnology, Universidade Católica de Brasília, Brasília, Distrito Federal, Brazil
| | - Adriane Silva Kurokawa
- Graduate Program in Genomic Sciences and Biotechnology, Universidade Católica de Brasília, Brasília, Distrito Federal, Brazil
| | | | - Alessandra Maria Moreira Reis
- Graduate Program in Genomic Sciences and Biotechnology, Universidade Católica de Brasília, Brasília, Distrito Federal, Brazil
| | - Octávio Luís Franco
- Graduate Program in Genomic Sciences and Biotechnology, Universidade Católica de Brasília, Brasília, Distrito Federal, Brazil
- S-Inova Biotech, Biotechnology Postgraduate Program, Universidade Católica Dom Bosco, Campo Grande, Mato Grosso do Sul, Brazil
| | - Ricardo Henrique Kruger
- Graduate Program in Molecular Biology, Universidade de Brasília, Brasília, Distrito Federal, Brazil
| | - Georgios Joannis Pappas
- Graduate Program in Molecular Biology, Universidade de Brasília, Brasília, Distrito Federal, Brazil
| | - Cristine Chaves Barreto
- Graduate Program in Genomic Sciences and Biotechnology, Universidade Católica de Brasília, Brasília, Distrito Federal, Brazil
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13
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da Silva DC, da Silveira Falavigna V, Fasoli M, Buffon V, Porto DD, Pappas GJ, Pezzotti M, Pasquali G, Revers LF. Transcriptome analyses of the Dof-like gene family in grapevine reveal its involvement in berry, flower and seed development. Hortic Res 2016; 3:16042. [PMID: 27610237 PMCID: PMC5005469 DOI: 10.1038/hortres.2016.42] [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] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2016] [Revised: 08/08/2016] [Accepted: 08/09/2016] [Indexed: 05/19/2023]
Abstract
The Dof (DNA-binding with one finger) protein family spans a group of plant transcription factors involved in the regulation of several functions, such as plant responses to stress, hormones and light, phytochrome signaling and seed germination. Here we describe the Dof-like gene family in grapevine (Vitis vinifera L.), which consists of 25 genes coding for Dof. An extensive in silico characterization of the VviDofL gene family was performed. Additionally, the expression of the entire gene family was assessed in 54 grapevine tissues and organs using an integrated approach with microarray (cv Corvina) and real-time PCR (cv Pinot Noir) analyses. The phylogenetic analysis comparing grapevine sequences with those of Arabidopsis, tomato, poplar and already described Dof genes in other species allowed us to identify several duplicated genes. The diversification of grapevine DofL genes during evolution likely resulted in a broader range of biological roles. Furthermore, distinct expression patterns were identified between samples analyzed, corroborating such hypothesis. Our expression results indicate that several VviDofL genes perform their functional roles mainly during flower, berry and seed development, highlighting their importance for grapevine growth and production. The identification of similar expression profiles between both approaches strongly suggests that these genes have important regulatory roles that are evolutionally conserved between grapevine cvs Corvina and Pinot Noir.
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Affiliation(s)
- Danielle Costenaro da Silva
- Graduate Program in Cell and Molecular Biology, Center for Biotechnology, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS 91501-970, Brazil
| | - Vítor da Silveira Falavigna
- Graduate Program in Cell and Molecular Biology, Center for Biotechnology, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS 91501-970, Brazil
| | - Marianna Fasoli
- Dipartimento di Biotecnologie, Università degli Studi di Verona, Verona 37134, Italy
| | - Vanessa Buffon
- Embrapa Uva e Vinho, Bento Gonçalves, RS 95701-008, Brazil
| | | | | | - Mario Pezzotti
- Dipartimento di Biotecnologie, Università degli Studi di Verona, Verona 37134, Italy
| | - Giancarlo Pasquali
- Graduate Program in Cell and Molecular Biology, Center for Biotechnology, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS 91501-970, Brazil
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Pappas MDCR, Pappas GJ, Grattapaglia D. Genome-wide discovery and validation of Eucalyptus small RNAs reveals variable patterns of conservation and diversity across species of Myrtaceae. BMC Genomics 2015; 16:1113. [PMID: 26714854 PMCID: PMC4696225 DOI: 10.1186/s12864-015-2322-6] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2015] [Accepted: 12/15/2015] [Indexed: 11/17/2022] Open
Abstract
Background Micro RNAs are a class of small non coding RNAs of 20–24 nucleotides transcribed as single stranded precursors from MIR gene loci. Initially described as post-transcriptional regulators involved in development, two decades ago, miRNAs have been proven to regulate a wide range of processes in plants such as germination, morphology and responses to biotic and abiotic stress. Despite wide conservation in plants, a number of miRNAs are lineage specific. We describe the first genome wide survey of Eucalyptus miRNAs based on high throughput sequencing. Results In addition to discovering small RNA sequences, MIR loci were mapped onto the reference genome and interspecific variability investigated. Sequencing was carried out for the two most world widely planted species, E. grandis and E. globulus. To maximize discovery, E. grandis samples were from BRASUZ1, the same tree whose genome provided the reference sequence. Interspecific analysis reinforces the variability in small RNA repertoire even between closely related species. Characterization of Eucalyptus small RNA sequences showed 95 orthologous to conserved miRNAs and 193 novel miRNAs. In silico target prediction confirmed 163 novel miRNAs and degradome sequencing experimentally confirmed several hundred targets. Experimental evidence based on the exclusive expression of a set of small RNAs across 16 species within Myrtaceae further highlighted variable patterns of conservation and diversity of these regulatory elements. Conclusions The description of miRNAs in Eucalyptus contributes to scientific knowledge of this vast genre, which is the most widely planted hardwood crop in the tropical and subtropical world, adding another important element to the annotation of Eucalyptus grandis reference genome. Electronic supplementary material The online version of this article (doi:10.1186/s12864-015-2322-6) contains supplementary material, which is available to authorized users.
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Affiliation(s)
| | | | - Dario Grattapaglia
- Embrapa Recursos Genéticos e Biotecnologia, Brasília, DF, Brazil. .,Programa de Pós-Graduação em Ciências Genômicas e Biotecnologia, Universidade Católica de Brasília, Brasília, DF, Brazil.
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15
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de Assis Fonseca FC, Firmino AAP, de Macedo LLP, Coelho RR, de Sousa Júnior JDA, Silva-Junior OB, Togawa RC, Pappas GJ, de Góis LAB, da Silva MCM, Grossi-de-Sá MF. Sugarcane giant borer transcriptome analysis and identification of genes related to digestion. PLoS One 2015; 10:e0118231. [PMID: 25706301 PMCID: PMC4338194 DOI: 10.1371/journal.pone.0118231] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2014] [Accepted: 01/11/2015] [Indexed: 11/25/2022] Open
Abstract
Sugarcane is a widely cultivated plant that serves primarily as a source of sugar and ethanol. Its annual yield can be significantly reduced by the action of several insect pests including the sugarcane giant borer (Telchin licus licus), a lepidopteran that presents a long life cycle and which efforts to control it using pesticides have been inefficient. Although its economical relevance, only a few DNA sequences are available for this species in the GenBank. Pyrosequencing technology was used to investigate the transcriptome of several developmental stages of the insect. To maximize transcript diversity, a pool of total RNA was extracted from whole body insects and used to construct a normalized cDNA database. Sequencing produced over 650,000 reads, which were de novo assembled to generate a reference library of 23,824 contigs. After quality score and annotation, 43% of the contigs had at least one BLAST hit against the NCBI non-redundant database, and 40% showed similarities with the lepidopteran Bombyx mori. In a further analysis, we conducted a comparison with Manduca sexta midgut sequences to identify transcripts of genes involved in digestion. Of these transcripts, many presented an expansion or depletion in gene number, compared to B. mori genome. From the sugarcane giant borer (SGB) transcriptome, a number of aminopeptidase N (APN) cDNAs were characterized based on homology to those reported as Cry toxin receptors. This is the first report that provides a large-scale EST database for the species. Transcriptome analysis will certainly be useful to identify novel developmental genes, to better understand the insect's biology and to guide the development of new strategies for insect-pest control.
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Affiliation(s)
- Fernando Campos de Assis Fonseca
- Embrapa Recursos Genéticos e Biotecnologia, Brasília, Distrito Federal, Brazil
- Universidade de Brasília, Brasília, Distrito Federal, Brazil
| | - Alexandre Augusto Pereira Firmino
- Embrapa Recursos Genéticos e Biotecnologia, Brasília, Distrito Federal, Brazil
- Universidade Federal do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - Leonardo Lima Pepino de Macedo
- Embrapa Recursos Genéticos e Biotecnologia, Brasília, Distrito Federal, Brazil
- Universidade Católica de Brasília, Brasília, Distrito Federal, Brazil
| | - Roberta Ramos Coelho
- Embrapa Recursos Genéticos e Biotecnologia, Brasília, Distrito Federal, Brazil
- Universidade de Brasília, Brasília, Distrito Federal, Brazil
| | | | - Orzenil Bonfim Silva-Junior
- Embrapa Recursos Genéticos e Biotecnologia, Brasília, Distrito Federal, Brazil
- Universidade Católica de Brasília, Brasília, Distrito Federal, Brazil
| | | | | | | | | | - Maria Fátima Grossi-de-Sá
- Embrapa Recursos Genéticos e Biotecnologia, Brasília, Distrito Federal, Brazil
- Universidade Católica de Brasília, Brasília, Distrito Federal, Brazil
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16
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Farias LR, Paula DP, Zhou JJ, Liu R, Pappas GJ, Moraes MCB, Laumann RA, Borges M, Birkett MA, Pickett JA, Field LM, Báo SN. Identification and Expression Profile of Two Putative Odorant-Binding Proteins from the Neotropical Brown Stink Bug, Euschistus heros (Fabricius) (Hemiptera: Pentatomidae). Neotrop Entomol 2014; 43:106-14. [PMID: 27193516 DOI: 10.1007/s13744-013-0187-4] [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] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2012] [Accepted: 12/02/2013] [Indexed: 06/05/2023]
Abstract
This work presents the first identification of putative odorant-binding proteins (OBPs) from a member of the Pentatomidae, i.e. the brown stink bug Euschistus heros (Fabricius), an important pest of soybean in Brazil. Antennae from both sexes of E. heros adults (12 days old and unmated) were used to construct a cDNA library, from which two transcripts encoding putative E. heros OBPs (EherOBPs) were identified. The expression levels of EherOBP1 and EherOBP2 were found to be higher in male antennae than in female and there was difference in expression in legs, wings, and abdomens of the two sexes. The histolocalization of EherOBP1 and EherOBP2 transcripts in antennae also showed a sexual dimorphism in the chemoreception system, with different expression sites in the antennal segments between males and females, occurring predominantly at the base of the sensillum. The implications of these findings for stink bug chemoreception are discussed.
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Affiliation(s)
- L R Farias
- Instituto de Ciências Biológicas, Univ de Brasília, Campus Universitário Darcy Ribeiro, Brasília, DF, Brasil.
- Embrapa Recursos Genéticos e Biotecnologia, Brasília, DF, Brasil.
| | - D P Paula
- Embrapa Recursos Genéticos e Biotecnologia, Brasília, DF, Brasil
| | - J J Zhou
- Dept of Biological Chemistry and Crop Protection, Rothamsted Research, Harpenden, UK
| | - R Liu
- Dept of Biological Chemistry and Crop Protection, Rothamsted Research, Harpenden, UK
| | - G J Pappas
- Embrapa Recursos Genéticos e Biotecnologia, Brasília, DF, Brasil
| | - M C B Moraes
- Embrapa Recursos Genéticos e Biotecnologia, Brasília, DF, Brasil
| | - R A Laumann
- Embrapa Recursos Genéticos e Biotecnologia, Brasília, DF, Brasil
| | - M Borges
- Embrapa Recursos Genéticos e Biotecnologia, Brasília, DF, Brasil
| | - M A Birkett
- Dept of Biological Chemistry and Crop Protection, Rothamsted Research, Harpenden, UK
| | - J A Pickett
- Dept of Biological Chemistry and Crop Protection, Rothamsted Research, Harpenden, UK
| | - L M Field
- Dept of Biological Chemistry and Crop Protection, Rothamsted Research, Harpenden, UK
| | - S N Báo
- Instituto de Ciências Biológicas, Univ de Brasília, Campus Universitário Darcy Ribeiro, Brasília, DF, Brasil
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Steindorff AS, Ramada MHS, Coelho ASG, Miller RNG, Pappas GJ, Ulhoa CJ, Noronha EF. Identification of mycoparasitism-related genes against the phytopathogen Sclerotinia sclerotiorum through transcriptome and expression profile analysis in Trichoderma harzianum. BMC Genomics 2014; 15:204. [PMID: 24635846 PMCID: PMC4004048 DOI: 10.1186/1471-2164-15-204] [Citation(s) in RCA: 57] [Impact Index Per Article: 5.7] [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: 03/06/2014] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND The species of T. harzianum are well known for their biocontrol activity against plant pathogens. However, few studies have been conducted to further our understanding of its role as a biological control agent against S. sclerotiorum, a pathogen involved in several crop diseases around the world. In this study, we have used RNA-seq and quantitative real-time PCR (RT-qPCR) techniques in order to explore changes in T. harzianum gene expression during growth on cell wall of S. sclerotiorum (SSCW) or glucose. RT-qPCR was also used to examine genes potentially involved in biocontrol, during confrontation between T. harzianum and S. sclerotiorum. RESULTS Data obtained from six RNA-seq libraries were aligned onto the T. harzianum CBS 226.95 reference genome and compared after annotation using the Blast2GO suite. A total of 297 differentially expressed genes were found in mycelia grown for 12, 24 and 36 h under the two different conditions: supplemented with glucose or SSCW. Functional annotation of these genes identified diverse biological processes and molecular functions required during T. harzianum growth on SSCW or glucose. We identified various genes of biotechnological value encoding proteins with functions such as transporters, hydrolytic activity, adherence, appressorium development and pathogenesis. To validate the expression profile, RT-qPCR was performed using 20 randomly chosen genes. RT-qPCR expression profiles were in complete agreement with the RNA-Seq data for 17 of the genes evaluated. The other three showed differences at one or two growth times. During the confrontation assay, some genes were up-regulated during and after contact, as shown in the presence of SSCW which is commonly used as a model to mimic this interaction. CONCLUSIONS The present study is the first initiative to use RNA-seq for identification of differentially expressed genes in T. harzianum strain TR274, in response to the phytopathogenic fungus S. sclerotiorum. It provides insights into the mechanisms of gene expression involved in mycoparasitism of T. harzianum against S.sclerotiorum. The RNA-seq data presented will facilitate improvement of the annotation of gene models in the draft T. harzianum genome and provide important information regarding the transcriptome during this interaction.
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Affiliation(s)
- Andrei Stecca Steindorff
- Departamento de Biologia Celular, Universidade de Brasília, Campus Universitário Darcy Ribeiro, Instituto de Ciências Biológicas, CEP 70.910-900 Brasília, DF, Brazil
| | | | - Alexandre Siqueira Guedes Coelho
- Escola de Agronomia e Engenharia de Alimentos, Universidade Federal de Goiás, Campus Samambaia, P.O. Box 131CEP 74001-970 Goiânia, GO, Brasil
| | - Robert Neil Gerard Miller
- Departamento de Biologia Celular, Universidade de Brasília, Campus Universitário Darcy Ribeiro, Instituto de Ciências Biológicas, CEP 70.910-900 Brasília, DF, Brazil
| | - Georgios Joannis Pappas
- Departamento de Biologia Celular, Universidade de Brasília, Campus Universitário Darcy Ribeiro, Instituto de Ciências Biológicas, CEP 70.910-900 Brasília, DF, Brazil
| | - Cirano José Ulhoa
- Departamento de Bioquímica e Biologia Molecular, Universidade Federal de Goiás, Campus Samambaia, Instituto de Ciências Biológicas, CEP 74.090-900 Goiânia, GO, Brazil
| | - Eliane Ferreira Noronha
- Departamento de Biologia Celular, Universidade de Brasília, Campus Universitário Darcy Ribeiro, Instituto de Ciências Biológicas, CEP 70.910-900 Brasília, DF, Brazil
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18
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Faria DA, Mamani EMC, Pappas MR, Pappas GJ, Grattapaglia D. A Selected Set of EST-Derived Microsatellites, Polymorphic and Transferable across 6 Species of Eucalyptus. J Hered 2010; 101:512-20. [DOI: 10.1093/jhered/esq024] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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Abstract
Gene regulatory networks capture interactions between genes and other cell substances, resulting in various models for the fundamental biological process of transcription and translation. The expression levels of the genes are typically measured as mRNA concentration in micro-array experiments. In a so-called genetic perturbation experiment, small perturbations are applied to equilibrium states and the resulting changes in expression activity are measured. One of the most important problems in systems biology is to use these data to identify the interaction pattern between genes in a regulatory network, especially in a large scale network. The authors develop a novel algorithm for identifying the smallest genetic network that explains genetic perturbation experimental data. By construction, our identification algorithm is able to incorporate and respect a priori knowledge known about the network structure. A priori biological knowledge is typically qualitative, encoding whether one gene affects another gene or not, or whether the effect is positive or negative. The method is based on a convex programming relaxation of the combinatorially hard problem of L(0) minimisation. The authors apply the proposed method to the identification of a subnetwork of the SOS pathway in Escherichia coli, the segmentation polarity network in Drosophila melanogaster, and an artificial network for measuring the performance of the method.
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Affiliation(s)
- A Julius
- University of Pennsylvania, Department of Electrical and Systems Engineering, USA.
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20
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Midorikawa GEO, Pinheiro MRR, Vidigal BS, Arruda MC, Costa FF, Pappas GJ, Ribeiro SG, Freire F, Miller RNG. Characterization of Aspergillus flavus strains from Brazilian Brazil nuts and cashew by RAPD and ribosomal DNA analysis. Lett Appl Microbiol 2008; 47:12-8. [PMID: 18498318 DOI: 10.1111/j.1472-765x.2008.02377.x] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
AIMS The aim of this study was to determine the genetic variability in Aspergillus flavus populations from Brazil nut and cashew and develop a polymerase chain reaction (PCR) detection method. METHODS AND RESULTS Chomatography analysis of 48 isolates identified 36 as aflatoxigenic (75%). One hundred and forty-one DNA bands were generated with 11 random amplified polymorphic DNA (RAPD) primers and analysed via unweighted pair group analysis, using arithmetic means (UPGMA). Isolates grouped according to host, with differentiation of those from A. occidentale also according to geographical origin. Aspergillus flavus-specific PCR primers ASPITSF2 and ASPITSR3 were designed from ribosomal DNA internal transcribed spacers (ITS 1 and 2), and an internal amplification control was developed, to prevent false negative results. Specificity to only A. flavus was confirmed against DNA from additional aspergilli and other fungi. CONCLUSIONS RAPD-based characterization differentiated isolates according to plant host. The PCR primer pair developed showed specificity to A. flavus, with a detection limit of 10 fg. SIGNIFICANCE AND IMPACT OF THE STUDY Genetic variability observed in A. flavus isolates from two Brazilian agroecosystems suggested reproductive isolation. The PCR detection method developed for A. flavus represents progress towards multiplex PCR detection of aflatoxigenic and nonaflatoxigenic strains in Hazard Analysis Critical Control Point systems.
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Affiliation(s)
- G E O Midorikawa
- Postgraduate program in Genomic Science and Biotechnology, Universidade Católica de Brasília, Brasília, DF, Brazil
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Abstract
We have determined the regional chromosome assignment of 36 cDNAs from infant brain libraries by assessing the concordant segregation of PCR products using a human-rodent hybrid mapping panel that subdivides chromosome 6 into 15 regions. These mapped sequences serve as markers for the physical and expression maps of chromosome 6, as well as candidate genes for various disease loci. Sequence analysis has identified putative functions and motifs for some of these genes.
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Affiliation(s)
- G J Pappas
- Department of Human Genetics, University of Michigan, Ann Arbor 48109, USA
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Pappas GJ, Thompson E, Burgess A, Greenwood A, Trent JM. Generation and molecular cytogenetic characterization of a radiation-reduction hybrid panel for human chromosome 6. Cytogenet Cell Genet 1995; 69:201-6. [PMID: 7698012 DOI: 10.1159/000133963] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
A neoR marked chromosome-6 containing hybrid (D113JA) was used to generate a panel of 15 radiation-reduced hybrid cell lines. The panel was constructed by irradiating microcells isolated from D113JA at 800 or 8000 rads, providing different levels of chromosome 6 retention. These hybrids have been systematically analyzed using interspersed repetitive elements, previously assigned markers for chromosome 6, and fluorescent in situ hybridization (FISH). As expected, G418 selection has favored the retention of fragments near the insertion site of the neoR gene (6q16). The panel as constituted provides an important resource for regional assignment of molecular markers, especially to regions on 6q.
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Affiliation(s)
- G J Pappas
- Department of Human Genetics, University of Michigan, Ann Arbor, USA
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