RESUMO
The emergence of high-throughput DNA sequencing methods provides unprecedented opportunities to further unravel bacterial biodiversity and its worldwide role from human health to ecosystem functioning. However, despite the abundance of sequencing studies, combining data from multiple individual studies to address macroecological questions of bacterial diversity remains methodically challenging and plagued with biases. Here, using a machine-learning approach that accounts for differences among studies and complex interactions among taxa, we merge 30 independent bacterial data sets comprising 1,998 soil samples from 21 countries. Whereas previous meta-analysis efforts have focused on bacterial diversity measures or abundances of major taxa, we show that disparate amplicon sequence data can be combined at the taxonomy-based level to assess bacterial community structure. We find that rarer taxa are more important for structuring soil communities than abundant taxa, and that these rarer taxa are better predictors of community structure than environmental factors, which are often confounded across studies. We conclude that combining data from independent studies can be used to explore bacterial community dynamics, identify potential 'indicator' taxa with an important role in structuring communities, and propose hypotheses on the factors that shape bacterial biogeography that have been overlooked in the past.
Assuntos
Bactérias/classificação , Fenômenos Fisiológicos Bacterianos , Ecologia , Microbiota , Microbiologia do Solo , Bactérias/genética , Biodiversidade , DNA Bacteriano/genética , Ecossistema , Sequenciamento de Nucleotídeos em Larga Escala , Aprendizado de Máquina , Interações Microbianas , Filogenia , RNA Ribossômico 16S/genética , SoloRESUMO
One goal of gene therapy is the targeted delivery of therapeutic genes to defined tissues. One attractive target is the central nervous system as there are several neuronal degenerative diseases which may be amenable to gene therapy. At present there is a lack of delivery systems that are able to target genes specifically to neuronal cells. Multi-domain proteins were designed and constructed to facilitate the delivery of exogenous genes to neuronal cells. Neuronal targeting activity of the proteins was achieved by inclusion of the HC fragment of tetanus toxin (TeNT), a protein with well-characterised tropism for the central nervous system. The yeast Gal4 DNA-binding domain enabled specific binding of DNA while the translocation domain from diphtheria toxin (DT) was included to facilitate crossing of the endosomal vesicle. One multi-domain protein, containing all three of these domains, was found to transfect up to 8% of neuroblastoma N18-RE105 cells with marker genes. Monitoring the transfection by confocal microscopy indicated that this protein-DNA transfection complex is to some extent localised at the cell surface, suggesting that further improvements to translocating this membrane barrier may yield higher transfection levels. The demonstration that this multi-domain protein can target genes specifically to neuronal cells is a first step in the development of novel vectors for the delivery of genes with therapeutic potential to diseased neuronal tissues.
Assuntos
DNA/administração & dosagem , Marcação de Genes/métodos , Neurônios/fisiologia , Fragmentos de Peptídeos/farmacologia , Toxina Tetânica/farmacologia , Animais , Biotina , Linhagem Celular Tumoral , DNA/genética , Portadores de Fármacos , Ensaio de Imunoadsorção Enzimática , Escherichia coli/genética , Gangliosídeos/metabolismo , Genes Reporter/genética , Proteínas de Fluorescência Verde , Humanos , Hibridomas/metabolismo , Luciferases/genética , Proteínas Luminescentes/genética , Camundongos , Neuroblastoma/metabolismo , Plasmídeos/genética , Polilisina/metabolismo , Medula Espinal/citologia , Medula Espinal/efeitos dos fármacos , Medula Espinal/metabolismo , TransfecçãoRESUMO
Traumatic brain injury (TBI) is significant, from a public health standpoint, because it is a major cause of the morbidity and mortality of young people. Cerebral edema after a TBI, if untreated, can lead to devastating damage of the remaining tissue. The current therapies of severe TBI (sTBI), as outlined by the Brain Trauma Foundation, are often ineffective, thus a new method for the treatment of sTBI is necessary. Herein, the reduction of cerebral edema, after TBI, using an osmotic transport device (OTD) was evaluated. Controlled cortical impact (CCI) was performed on adult female CD-1 mice, and cerebral edema was allowed to form for 3 h, followed by 2 h of treatment. The treatment groups were craniectomy only, craniectomy with a hydrogel, OTD without bovine serum albumin (BSA), and OTD. After CCI, brain water content was significantly higher for animals treated with a craniectomy only, craniectomy with a hydrogel, and OTD without BSA, compared to that of control animals. However, when TBI animals were treated with an OTD, brain water content was not significantly higher than that of controls. Further, brain water content of TBI animals treated with an OTD was significantly reduced, compared to that of untreated TBI animals, TBI animals treated with a craniectomy and a hydrogel, and TBI animals treated with an OTD without BSA. Here, we demonstrate the successful reduction of cerebral edema, as determined by brain water content, after TBI using an OTD. These results demonstrate proof of principle for direct water extraction from edematous brain tissue by direct osmotherapy using an OTD.
Assuntos
Edema Encefálico/terapia , Lesões Encefálicas/complicações , Encéfalo/metabolismo , Osmose/fisiologia , Animais , Edema Encefálico/etiologia , Edema Encefálico/metabolismo , Lesões Encefálicas/metabolismo , Modelos Animais de Doenças , Feminino , CamundongosRESUMO
Previous studies show that vaccination with the recombinant Streptococcus pneumoniae lipoproteins PiuA and PiaA protects mice against systemic S. pneumoniae disease. The aim of this study was to assess the level of conservation of PiaA and PiuA and a third iron uptake ABC transporter lipoprotein, PitA, between common S. pneumoniae capsular serotypes by sequencing the corresponding genes, and to investigate whether these antigens can protect against respiratory infection. The nucleotide sequences of piuA and piaA were highly conserved in all strains, whereas pitA had significant variation in its nucleotide sequence making PitA an unattractive vaccine candidate. Mucosal vaccination of mice with PiuA and PiaA elicited specific antibody responses in serum and respiratory secretions, and protected against intranasal challenge with S. pneumoniae. These results provide further data indicating that PiuA and PiaA would be suitable candidates for a S. pneumoniae protein antigen vaccine.