RESUMO
While mortality from malaria continues to decline globally, incidence rates in many countries are rising. Within countries, spatial and temporal patterns of malaria vary across communities due to many different physical and social environmental factors. To identify those areas most suitable for malaria elimination or targeted control interventions, we used Bayesian models to estimate the spatiotemporal variation of malaria risk, rates, and trends to determine areas of high or low malaria burden compared to their geographical neighbours. We present a methodology using Bayesian hierarchical models with a Markov Chain Monte Carlo (MCMC) based inference to fit a generalised linear mixed model with a conditional autoregressive structure. We modelled clusters of similar spatiotemporal trends in malaria risk, using trend functions with constrained shapes and visualised high and low burden districts using a multi-criterion index derived by combining spatiotemporal risk, rates and trends of districts in Zambia. Our results indicate that over 3 million people in Zambia live in high-burden districts with either high mortality burden or high incidence burden coupled with an increasing trend over 16 years (2000 to 2015) for all age, under-five and over-five cohorts. Approximately 1.6 million people live in high-incidence burden areas alone. Using our method, we have developed a platform that can enable malaria programs in countries like Zambia to target those high-burden areas with intensive control measures while at the same time pursue malaria elimination efforts in all other areas. Our method enhances conventional approaches and measures to identify those districts which had higher rates and increasing trends and risk. This study provides a method and a means that can help policy makers evaluate intervention impact over time and adopt appropriate geographically targeted strategies that address the issues of both high-burden areas, through intensive control approaches, and low-burden areas, via specific elimination programs.
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Malária , Modelos Biológicos , Modelos Estatísticos , Teorema de Bayes , Criança , Pré-Escolar , Biologia Computacional , Humanos , Incidência , Lactente , Recém-Nascido , Malária/epidemiologia , Malária/transmissão , Risco , Análise Espaço-Temporal , ZâmbiaRESUMO
BACKGROUND: Maternal folic acid (FA) supplementation before and in early pregnancy prevents neural tube defects (NTD), but it is uncertain whether continuing FA after the first trimester has benefits on offspring health. We aimed to evaluate the effect of FA supplementation throughout pregnancy on cognitive performance and brain function in the child. METHODS: Follow-up investigation of 11-year-old children, residing in Northern Ireland, whose mothers had participated in a randomised trial of Folic Acid Supplementation in the Second and Third Trimesters (FASSTT) in pregnancy and received 400 µg/day FA or placebo from the 14th gestational week. Cognitive performance (Full Scale Intelligence Quotient, Verbal Comprehension, Working Memory, Perceptual Reasoning, and Processing Speed) was assessed using the Wechsler Intelligence Scale for Children. Neuronal function was assessed using magnetoencephalographic (MEG) brain imaging. RESULTS: Of 119 mother-child pairs in the FASSTT trial, 68 children were assessed for neurocognitive performance at 11-year follow-up (Dec 2017 to Nov 2018). Children of mothers randomised to FA compared with placebo scored significantly higher in two Processing Speed tests, i.e. symbol search (mean difference 2.9 points, 95% CI 0.3 to 5.5, p = 0.03) and cancellation (11.3 points, 2.5 to 20.1, p = 0.04), whereas the positive effect on Verbal Comprehension was significant in girls only (6.5 points, 1.2 to 11.8, p = 0.03). MEG assessment of neuronal responses to a language task showed increased power at the Beta (13-30 Hz, p = 0.01) and High Gamma (49-70 Hz, p = 0.04) bands in children from FA-supplemented mothers, suggesting more efficient semantic processing of language. CONCLUSIONS: Continued FA supplementation in pregnancy beyond the early period currently recommended to prevent NTD can benefit neurocognitive development of the child. MEG provides a non-invasive tool in paediatric research to objectively assess functional brain activity in response to nutrition and other interventions. TRIAL REGISTRATION: ISRCTN ISRCTN19917787 . Registered on 15 May 2013.
Assuntos
Desenvolvimento Infantil , Cognição , Suplementos Nutricionais , Ácido Fólico , Efeitos Tardios da Exposição Pré-Natal , Cesárea , Criança , Feminino , Ácido Fólico/uso terapêutico , Seguimentos , Humanos , Masculino , Gravidez , Terceiro Trimestre da GravidezRESUMO
In the last decade, many malaria-endemic countries, like Zambia, have achieved significant reductions in malaria incidence among children <5 years old but face ongoing challenges in achieving similar progress against malaria in older age groups. In parts of Zambia, changing climatic and environmental factors are among those suspectedly behind high malaria incidence. Changes and variations in these factors potentially interfere with intervention program effectiveness and alter the distribution and incidence patterns of malaria differentially between young children and the rest of the population. We used parametric and non-parametric statistics to model the effects of climatic and socio-demographic variables on age-specific malaria incidence vis-à-vis control interventions. Linear regressions, mixed models, and Mann-Kendall tests were implemented to explore trends, changes in trends, and regress malaria incidence against environmental and intervention variables. Our study shows that while climate parameters affect the whole population, their impacts are felt most by people aged ≥5 years. Climate variables influenced malaria substantially more than mosquito nets and indoor residual spraying interventions. We establish that climate parameters negatively impact malaria control efforts by exacerbating the transmission conditions via more conducive temperature and rainfall environments, which are augmented by cultural and socioeconomic exposure mechanisms. We argue that an intensified communications and education intervention strategy for behavioural change specifically targeted at ≥5 aged population where incidence rates are increasing, is urgently required and call for further malaria stratification among the ≥5 age groups in the routine collection, analysis and reporting of malaria mortality and incidence data.
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Inseticidas , Malária , África Austral , Idoso , Criança , Pré-Escolar , Mudança Climática , Humanos , Incidência , Malária/epidemiologia , Controle de Mosquitos , ZâmbiaRESUMO
The Internet of Things (IoT) is a key and growing technology for many critical real-life applications, where it can be used to improve decision making. The existence of several sources of uncertainty in the IoT infrastructure, however, can lead decision makers into taking inappropriate actions. The present work focuses on proposing a risk-based IoT decision-making framework in order to effectively manage uncertainties in addition to integrating domain knowledge in the decision-making process. A structured literature review of the risks and sources of uncertainty in IoT decision-making systems is the basis for the development of the framework and Human Activity Recognition (HAR) case studies. More specifically, as one of the main targeted challenges, the potential sources of uncertainties in an IoT framework, at different levels of abstraction, are firstly reviewed and then summarized. The modules included in the framework are detailed, with the main focus given to a novel risk-based analytics module, where an ensemble-based data analytic approach, called Calibrated Random Forest (CRF), is proposed to extract useful information while quantifying and managing the uncertainty associated with predictions, by using confidence scores. Its output is subsequently integrated with domain knowledge-based action rules to perform decision making in a cost-sensitive and rational manner. The proposed CRF method is firstly evaluated and demonstrated on a HAR scenario in a Smart Home environment in case study I and is further evaluated and illustrated with a remote health monitoring scenario for a diabetes use case in case study II. The experimental results indicate that using the framework's raw sensor data can be converted into meaningful actions despite several sources of uncertainty. The comparison of the proposed framework to existing approaches highlights the key metrics that make decision making more rational and transparent.
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Tomada de Decisões , Internet das Coisas , Atividades Humanas , Humanos , Medição de Risco , IncertezaRESUMO
Growing human populations and increasingly intensive agriculture have resulted in widespread aquatic nitrate pollution. Freshwater mussel populations have been in decline for decades but often are underrepresented in data used for the development of ambient water quality criteria and acute toxicity of nitrate to mussel glochidia has not yet been established. Additionally, toxicity testing with aquatic species often is limited to a few model species; however, relatively little is known about how representative model species are of imperiled species. Therefore, to better define the acute toxicity of nitrate to common and rare aquatic species, we conducted 24-h nitrate acute toxicity tests with glochidia of four species of freshwater mussels, including a federally threatened species (Hamiota altilis) and 7-day tests with larval fish of three species: fathead minnow (Pimephales promelas), tricolor shiner (Cyprinella trichroistia), and tilapia (Oreochromis spp.), across a range of water hardness. Median effective concentrations (EC50s) in freshwater mussel glochidia ranged from 524 to 904 mg/L NO3-N in moderately hard water. In fish, median lethal concentrations (LC50s) ranged from 228 to 1725 mg/L NO3-N and varied with water hardness. Of the species tested, generally sensitivity of the common species was similar to the rare species, although relative sensitivity varied with water hardness. Based on these results, we can conclude that acute lethal effects are unlikely for the fish and mussel species considered here at current environmental levels, but the results of these standardized tests are useful for the development of ambient water quality criteria and other regulatory and management decisions regarding acute nitrate exposures.
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Bivalves/efeitos dos fármacos , Cyprinidae/crescimento & desenvolvimento , Água Doce/química , Larva/efeitos dos fármacos , Nitratos/toxicidade , Poluentes Químicos da Água/toxicidade , Animais , Relação Dose-Resposta a Droga , Dose Letal Mediana , Especificidade da Espécie , Testes de Toxicidade Aguda , Unionidae/efeitos dos fármacos , Qualidade da ÁguaRESUMO
The pattern of the Drosophila melanogaster adult wing is heavily influenced by the expression of proteins that dictate cell fate decisions between intervein and vein during development. dSRF (Blistered) expression in specific regions of the larval wing disc promotes intervein cell fate, whereas EGFR activity promotes vein cell fate. Here, we report that the chromatin-organizing protein CAP-D3 acts to dampen dSRF levels at the anterior/posterior boundary in the larval wing disc, promoting differentiation of cells into the anterior crossvein. CAP-D3 represses KNOT expression in cells immediately adjacent to the anterior/posterior boundary, thus blocking KNOT-mediated repression of EGFR activity and preventing cell death. Maintenance of EGFR activity in these cells depresses dSRF levels in the neighboring anterior crossvein progenitor cells, allowing them to differentiate into vein cells. These findings uncover a novel transcriptional regulatory network influencing Drosophila wing vein development, and are the first to identify a Condensin II subunit as an important regulator of EGFR activity and cell fate determination in vivo.
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Cromossomos/metabolismo , Proteínas de Drosophila/metabolismo , Drosophila melanogaster/metabolismo , Adenosina Trifosfatases/genética , Adenosina Trifosfatases/metabolismo , Animais , Proteínas de Ciclo Celular , Diferenciação Celular/genética , Diferenciação Celular/fisiologia , Imunoprecipitação da Cromatina , Cromossomos/genética , Proteínas de Ligação a DNA/genética , Proteínas de Ligação a DNA/metabolismo , Drosophila , Proteínas de Drosophila/genética , Drosophila melanogaster/genética , Imunofluorescência , Regulação da Expressão Gênica no Desenvolvimento/genética , Regulação da Expressão Gênica no Desenvolvimento/fisiologia , Hibridização In Situ , Complexos Multiproteicos/genética , Complexos Multiproteicos/metabolismo , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Transdução de Sinais/genética , Transdução de Sinais/fisiologiaRESUMO
We hypothesized that exudates collected at the beginning of the resolution phase of inflammation might be enriched for tissue protective molecules; thus an integrated cellular and molecular approach was applied to identify novel chondroprotective bioactions. Exudates were collected 6 h (inflammatory) and 24 h (resolving) following carrageenan-induced pleurisy in rats. The resolving exudate was subjected to gel filtration chromatography followed by proteomics, identifying 61 proteins. Fractions were added to C28/I2 chondrocytes, grown in micromasses, ions with or without IL-1ß or osteoarthritic synovial fluids for 48 h. Three proteins were selected from the proteomic analysis, α1-antitrypsin (AAT), hemopexin (HX), and gelsolin (GSN), and tested against catabolic stimulation for their effects on glycosaminoglycan deposition as assessed by Alcian blue staining, and gene expression of key anabolic proteins by real-time PCR. In an in vivo model of inflammatory arthritis, cartilage integrity was determined histologically 48 h after intra-articular injection of AAT or GSN. The resolving exudate displayed protective activities on chondrocytes, using multiple readouts: these effects were retained in low m.w. fractions of the exudate (46.7% increase in glycosaminoglycan deposition; â¼20% upregulation of COL2A1 and aggrecan mRNA expression), which reversed the effect of IL-1ß. Exogenous administration of HX, GSN, or AAT abrogated the effects of IL-1ß and osteoarthritic synovial fluids on anabolic gene expression and increased glycosaminoglycan deposition. Intra-articular injection of AAT or GSN protected cartilage integrity in mice with inflammatory arthritis. In summary, the strategy for identification of novel chondroprotective activities in resolving exudates identified HX, GSN and AAT as potential leads for new drug discovery programs.
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Artrite Experimental/patologia , Condrócitos/efeitos dos fármacos , Exsudatos e Transudatos/química , Pleurisia/imunologia , Animais , Modelos Animais de Doenças , Masculino , Espectrometria de Massas , Camundongos , Camundongos Endogâmicos C57BL , Osteoartrite do Joelho/patologia , Proteômica , Ratos , Ratos Wistar , Reação em Cadeia da Polimerase em Tempo RealRESUMO
Disruptions in chromatin regulator genes are frequently the cause of neurodevelopmental and neuropsychiatric disorders. Chromatin regulators are widely expressed in the brain, yet symptoms suggest that specific circuits can be preferentially altered when they are mutated. Using Drosophila allows targeted manipulation of chromatin regulators in defined neuronal classes, lineages, or circuits, revealing their roles in neuronal precursor self-renewal, dendrite and axon targeting, neuron diversification, and the tuning of developmental signaling pathways. Phenotypes arising from chromatin regulator disruption are context dependent - defined by interaction networks between the regulators, transcription factors, and chromatin remodeling complex partners. Future challenges are to determine the complexity of partner interactions, and to ascertain the degree to which cognitive deficits are due to loss of chromatin regulator activity in building a circuit or in maintaining homeostasis and activity within it.
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Cromatina/metabolismo , Rede Nervosa/fisiopatologia , Neurogênese , Fatores de Transcrição/fisiologia , Animais , Cromatina/genética , Transtornos Cognitivos/genética , Transtornos Cognitivos/metabolismo , Modelos Animais de Doenças , Drosophila , Regulação da Expressão Gênica , Redes Reguladoras de Genes , Humanos , Deficiência Intelectual/genética , Deficiência Intelectual/metabolismo , Transtornos Mentais/genética , Transtornos Mentais/metabolismoRESUMO
The histone methyltransferase Mixed Lineage Leukemia (MLL) is essential to maintain hematopoietic stem cells and is a leukemia protooncogene. Although clustered homeobox genes are well-characterized targets of MLL and MLL fusion oncoproteins, the range of Mll-regulated genes in normal hematopoietic cells remains unknown. Here, we identify and characterize part of the Mll-dependent transcriptional network in hematopoietic stem cells with an integrated approach by using conditional loss-of-function models, genomewide expression analyses, chromatin immunoprecipitation, and functional rescue assays. The Mll-dependent transcriptional network extends well beyond the previously appreciated Hox targets, is comprised of many characterized regulators of self-renewal, and contains target genes that are both dependent and independent of the MLL cofactor, Menin. Interestingly, PR-domain containing 16 emerged as a target gene that is uniquely effective at partially rescuing Mll-deficient hematopoietic stem and progenitor cells. This work highlights the tissue-specific nature of regulatory networks under the control of MLL/Trithorax family members and provides insight into the distinctions between the participation of MLL in normal hematopoiesis and in leukemia.
Assuntos
Epigênese Genética/fisiologia , Redes Reguladoras de Genes/fisiologia , Hematopoese/fisiologia , Células-Tronco Hematopoéticas/fisiologia , Proteína de Leucina Linfoide-Mieloide/fisiologia , Imunoprecipitação da Cromatina , Histona-Lisina N-Metiltransferase , Humanos , Modelos Biológicos , Proteínas Proto-Oncogênicas/fisiologiaRESUMO
Members of the Prdm family are characterized by an N-terminal PR domain that is related to the SET methyltransferase domain, and multiple zinc fingers that mediate sequence-specific DNA binding and protein-protein interactions. Prdm factors either act as direct histone methyltransferases or recruit a suite of histone-modifying enzymes to target promoters. In this way, they function in many developmental contexts to drive and maintain cell state transitions and to modify the activity of developmental signalling pathways. Here, we provide an overview of the structure and function of Prdm family members and discuss the roles played by these proteins in stem cells and throughout development.
Assuntos
Proteínas de Ligação a DNA/metabolismo , Desenvolvimento Embrionário/fisiologia , Metiltransferases/metabolismo , Células-Tronco/metabolismo , Dedos de Zinco/fisiologia , Sequência de Aminoácidos , Animais , Proteínas de Caenorhabditis elegans/metabolismo , Diferenciação Celular/fisiologia , Proteínas de Drosophila/metabolismo , Camundongos , Dados de Sequência Molecular , Estrutura Terciária de Proteína , Transdução de Sinais/fisiologia , Proteínas de Xenopus/metabolismo , Proteínas de Peixe-Zebra/metabolismoRESUMO
The branched morphology of dendrites represents a functional hallmark of distinct neuronal types. Nonetheless, how diverse neuronal class-specific dendrite branches are generated is not understood. We investigated specific classes of sensory neurons of Drosophila larvae to address the fundamental mechanisms underlying the formation of distinct branch types. We addressed the function of fascin, a conserved actin-bundling protein involved in filopodium formation, in class III and class IV sensory neurons. We found that the terminal branchlets of different classes of neurons have distinctive dynamics and are formed on the basis of molecularly separable mechanisms; in particular, class III neurons require fascin for terminal branching whereas class IV neurons do not. In class III neurons, fascin controls the formation and dynamics of terminal branchlets. Previous studies have shown that transcription factor combinations define dendrite patterns; we find that fascin represents a downstream component of such programs, as it is a major effector of the transcription factor Cut in defining class III-specific dendrite morphology. Furthermore, fascin defines the morphological distinction between class III and class IV neurons. In fact, loss of fascin function leads to a partial conversion of class III neurons to class IV characteristics, while the reverse effect is obtained by fascin overexpression in class IV neurons. We propose that dedicated molecular mechanisms underlie the formation and dynamics of distinct dendrite branch types to elicit the accurate establishment of neuronal circuits.
Assuntos
Proteínas de Transporte/metabolismo , Proteínas de Drosophila/metabolismo , Drosophila melanogaster/crescimento & desenvolvimento , Drosophila melanogaster/metabolismo , Proteínas dos Microfilamentos/metabolismo , Células Receptoras Sensoriais/metabolismo , Animais , Animais Geneticamente Modificados , Proteínas de Transporte/química , Proteínas de Transporte/genética , Dendritos/metabolismo , Dendritos/ultraestrutura , Proteínas de Drosophila/química , Proteínas de Drosophila/genética , Drosophila melanogaster/genética , Genes de Insetos , Proteínas de Homeodomínio/genética , Proteínas de Homeodomínio/metabolismo , Larva/crescimento & desenvolvimento , Larva/metabolismo , Proteínas dos Microfilamentos/química , Proteínas dos Microfilamentos/genética , Rede Nervosa/crescimento & desenvolvimento , Rede Nervosa/metabolismo , Neurogênese/genética , Neurogênese/fisiologia , Proteínas Nucleares/genética , Proteínas Nucleares/metabolismo , Fosforilação , Células Receptoras Sensoriais/classificação , Células Receptoras Sensoriais/ultraestrutura , Fatores de Transcrição/genética , Fatores de Transcrição/metabolismoRESUMO
Little is known about the role(s) of endogenous galectin-1 (Gal-1) in arthritis. In this study we queried whether antiarthritic functions for this effector of endogenous anti-inflammation could be unveiled by studying collagen-induced arthritis in Gal-1(-/-) mice. Gal-1(-/-) and C57BL/6J [wild-type (WT)] mice received an immunization of chicken type II collagen (CII) in CFA followed by a booster on day 21, which consisted of CII in IFA. Animals were monitored for signs of arthritis from day 14 onward. Clinical and histological signs of arthritis were recorded, and humoral and cellular immune responses against CII were analyzed. A distinct disease penetrance was apparent, with ~ 70% of Gal-1(-/-) mice developing arthritis compared with ~ 50% in WT animals. Gal-1(-/-) mice also exhibited an accelerated disease onset and more severe arthritis characterized by significantly elevated clinical scores. Postmortem analyses (day 42) revealed higher levels of IgG1 and IgG2b anti-CII Ig isotypes in the serum of Gal-1 null animals compared with WT. Finally, T cell responses following ex vivo stimulation with CII revealed a greater degree of proliferation in T cells of Gal-1(-/-) mice compared with WT, which was associated with increased production of IL-17 and IL-22. These data suggest the novel idea that endogenous Gal-1 is an inhibitory factor in the development of arthritis affecting disease severity. We have also highlighted the importance of endogenous Gal-1 in regulating T cell reactivity during experimental arthritis.
Assuntos
Artrite Experimental/diagnóstico , Artrite Experimental/prevenção & controle , Galectina 1/fisiologia , Animais , Artrite Experimental/epidemiologia , Feminino , Galectina 1/biossíntese , Galectina 1/deficiência , Regulação da Expressão Gênica/imunologia , Incidência , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Endogâmicos DBA , Camundongos Knockout , Índice de Gravidade de DoençaRESUMO
BACKGROUND: Novel molecules that specifically target human TNFα in rheumatoid arthritis pose problems for preclinical assessment of efficacy. In this study collagen antibody-induced arthritis (CAIA) has been induced in human TNFα transgenic mice to provide a novel model that has been optimised for the evaluation of molecules targeting human TNFα. METHODS: Tg1278TNFko mice lack murine TNFα and are heterozygous for multiple copies of the human TNFα transgene that is expressed under normal physiological control. To establish CAIA, a collagen II monoclonal antibody cocktail (CAb) at 2, 4 or 8 mg was injected i.p. on Day 0 followed by a lipopolysaccharide (LPS) boost (10 or 100 µg) i.p. on Day 1 or Day 4. Animals were assessed for arthritis symptoms using a clinical score, cytokine levels (human TNFα, IL-1ß and IL-6) in sera and joints, and histopathology. The dependence of the model on human TNFα was determined by dosing animals with etanercept. RESULTS: Tg1278TNFko animals treated with 2, 4 or 8 mg CAb on Day 0, with 100 µg LPS on Day 4, had more severe arthritis and earlier symptoms than wild type animals at all doses of CAb tested. Subsequently it was found that the transgenic model did not require LPS at all for arthritis development but a lower dose of LPS (10 µg) was found necessary for reproducible and robust disease (close to 100% incidence, well-synchronised, with high arthritis scores). Furthermore the LPS challenge could be brought forward to Day 1 so that its' actions to facilitate disease could be separated temporally from the arthritis phase (beginning about Day 4). Etanercept, administered immediately after the serum spike of cytokines associated with LPS had subsided, was able to dose-dependently inhibit arthritis development and this was associated with a marked protection of the joints histologically on Day 14. Etanercept was also able to reverse the signs of arthritis when given therapeutically allowing animals to be matched for disease burden before dosing begins. CONCLUSIONS: The features of CAIA in Tg1278TNFko animals make the model well-suited to testing the next generation of therapeutics that will target human TNFα in rheumatoid arthritis.
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Anticorpos/administração & dosagem , Artrite Experimental/tratamento farmacológico , Artrite Reumatoide/tratamento farmacológico , Colágeno Tipo II/antagonistas & inibidores , Fator de Necrose Tumoral alfa/antagonistas & inibidores , Animais , Artrite Reumatoide/metabolismo , Etanercepte/uso terapêutico , Humanos , Camundongos , Camundongos Knockout , Camundongos TransgênicosRESUMO
Nervous system formation involves the specification of neuron identity, followed by precise circuit construction; this includes controlling the pattern and connectivity of the dendrite arbor. Drosophila dendritic arborization (da) neurons are a powerful experimental model for studying dendrite arbor differentiation mechanisms. da neuron dendrite arbors elaborate in two dimensions in the body wall, making it easy to visualize them with high resolution. Immunostaining is a conventional method to examine arbor pattern and the subcellular distribution of proteins. In addition, images acquired from immunostaining protocols can amplify weaker signals from fluorescent transgenic proteins and be used to quantify protein expression levels. This protocol describes a broadly applicable dissection, fixation, and immunostaining approach in Drosophila larvae.
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Drosophila dendritic arborization (da) neurons are a powerful model for studying neuronal differentiation and sensory functions. A general experimental strength of this model is the examination of the neurons in situ in the body wall. However, for some analyses, restricted access to the neurons in situ causes difficulty; da neuron cultures circumvent this. Here, we outline isolation and culture techniques for larval and pupal da neurons. Investigators can use these cultures to perform high-resolution imaging, quantitative immunohistochemistry, and electrophysiology.
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Mosaic analysis with a repressible cell marker (MARCM) is used in Drosophila research to create labeled homozygous mutant clones of cells in an otherwise heterozygous fly. It allows the study of the effect of embryonically lethal genes and the determination of cell autonomy for a mutant phenotype. When used in dendritic arborization (da) neurons with a fluorescent protein targeted to the plasma membrane, MARCM allows the identification of homozygous mutant neurons and clear imaging of the dendrite arbor in both live and fixed preparations. Previous protocols that outlined experimental procedures to create MARCM clones in da neurons used a heat shock promoter to drive Flippase (FLP) expression; such an approach requires laborious embryo collection and heat shock steps, and it creates clones in other tissues besides the da neurons. The updated protocol described here outlines the use of FLP expression driven by a sensory organ precursor promoter (SOP-FLP); it requires no embryo collection or manipulation steps and creates clones exclusively in the peripheral sensory neuron lineage.
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Neurons have a complex dendritic architecture that governs information flow through a circuit. Manual quantification of dendritic arbor morphometrics is time-consuming and can be inaccurate. Automated quantification systems such as DeTerm help to overcome these limitations. DeTerm is a software tool that automatically recognizes dendrite branch terminals with high precision. It uses an artificial neural network to label the terminals, count them, and provide each terminal's positional data. DeTerm can recognize the dendritic terminals of Drosophila dendritic arborization (da) neurons, and it can also examine other types of neurons, including mouse Purkinje cells. It is freely available and works on Mac, Windows, and Linux. Here, we describe the use of DeTerm.
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Live imaging approaches are essential for monitoring how neurons go through a coordinated series of differentiation steps in their native mechanical and chemical environment. These imaging approaches also allow the study of dynamic subcellular processes such as cytoskeleton remodeling and the movement of organelles. Drosophila dendritic arborization (da) neurons are a powerful experimental system for studying the dendrite arbor in live animals. da neurons are located on the internal surface of the body wall and, therefore, are easily accessible for imaging. Moreover, many genetic tools target da neurons to disrupt genes or proteins of interest and allow the investigator to visualize fluorescent markers and endogenously tagged proteins in the neurons. This protocol introduces methods for preparing and mounting intact Drosophila embryos, larvae, and pupae, allowing live imaging of dynamic cellular processes in da neurons.
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BACKGROUND: Some neurodegenerative diseases have an element of neuroinflammation that is triggered by viral nucleic acids, resulting in the generation of type I interferons. In the cGAS-STING pathway, microbial and host-derived DNA bind and activate the DNA sensor cGAS, and the resulting cyclic dinucleotide, 2'3-cGAMP, binds to a critical adaptor protein, stimulator of interferon genes (STING), which leads to activation of downstream pathway components. However, there is limited work demonstrating the activation of the cGAS-STING pathway in human neurodegenerative diseases. METHODS: Post-mortem CNS tissue from donors with multiple sclerosis (n = 4), Alzheimer's disease (n = 6), Parkinson's disease (n = 3), amyotrophic lateral sclerosis (n = 3) and non-neurodegenerative controls (n = 11) were screened by immunohistochemistry for STING and relevant protein aggregates (e.g., amyloid-ß, α-synuclein, TDP-43). Human brain endothelial cells were cultured and stimulated with the STING agonist palmitic acid (1-400 µM) and assessed for mitochondrial stress (release of mitochondrial DNA into cytosol, increased oxygen consumption), downstream regulator factors, TBK-1/pIRF3 and inflammatory biomarker interferon-ß release and changes in ICAM-1 integrin expression. RESULTS: In neurodegenerative brain diseases, elevated STING protein was observed mainly in brain endothelial cells and neurons, compared to non-neurodegenerative control tissues where STING protein staining was weaker. Interestingly, a higher STING presence was associated with toxic protein aggregates (e.g., in neurons). Similarly high STING protein levels were observed within acute demyelinating lesions in multiple sclerosis subjects. To understand non-microbial/metabolic stress activation of the cGAS-STING pathway, brain endothelial cells were treated with palmitic acid. This evoked mitochondrial respiratory stress up to a ~2.5-fold increase in cellular oxygen consumption. Palmitic acid induced a statistically significant increase in cytosolic DNA leakage from endothelial cell mitochondria (Mander's coefficient; p < 0.05) and a significant increase in TBK-1, phosphorylated transcription factor IFN regulatory factor 3, cGAS and cell surface ICAM. In addition, a dose response in the secretion of interferon-ß was observed, but it failed to reach statistical significance. CONCLUSIONS: The histological evidence shows that the common cGAS-STING pathway appears to be activated in endothelial and neural cells in all four neurodegenerative diseases examined. Together with the in vitro data, this suggests that the STING pathway might be activated via perturbation of mitochondrial stress and DNA leakage, resulting in downstream neuroinflammation; hence, this pathway may be a target for future STING therapeutics.
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Neurons receive, process, and integrate inputs. These operations are organized by dendrite arbor morphology, and the dendritic arborization (da) neurons of the Drosophila peripheral sensory nervous system are an excellent experimental model for examining the differentiation processes that build and shape the dendrite arbor. Studies in da neurons are enabled by a wealth of fly genetic tools that allow targeted neuron manipulation and labeling of the neuron's cytoskeletal or organellar components. Moreover, as da neuron dendrite arbors cover the body wall, they are highly accessible for live imaging analysis of arbor patterning. Here, we outline the structure and function of different da neuron types and give examples of how they are used to elucidate central mechanisms of dendritic arbor formation.