Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 17 de 17
Filter
1.
Nat Ecol Evol ; 8(4): 614-621, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38332025

ABSTRACT

The Kunming-Montreal Global Biodiversity Framework (GBF) of the UN Convention on Biological Diversity set the agenda for global aspirations and action to reverse biodiversity loss. The GBF includes an explicit goal for maintaining and restoring biodiversity, encompassing ecosystems, species and genetic diversity (goal A), targets for ecosystem protection and restoration and headline indicators to track progress and guide action1. One of the headline indicators is the Red List of Ecosystems2, the global standard for ecosystem risk assessment. The Red List of Ecosystems provides a systematic framework for collating, analysing and synthesizing data on ecosystems, including their distribution, integrity and risk of collapse3. Here, we examine how it can contribute to implementing the GBF, as well as monitoring progress. We find that the Red List of Ecosystems provides common theory and practical data, while fostering collaboration, cross-sector cooperation and knowledge sharing, with important roles in 16 of the 23 targets. In particular, ecosystem maps, descriptions and risk categories are key to spatial planning for halting loss, restoration and protection (targets 1, 2 and 3). The Red List of Ecosystems is therefore well-placed to aid Parties to the GBF as they assess, plan and act to achieve the targets and goals. We outline future work to further strengthen this potential and improve biodiversity outcomes, including expanding spatial coverage of Red List of Ecosystems assessments and partnerships between practitioners, policy-makers and scientists.


Subject(s)
Conservation of Natural Resources , Ecosystem , Biodiversity , Risk Assessment
2.
Conserv Biol ; 37(3): e14081, 2023 06.
Article in English | MEDLINE | ID: mdl-36919467

ABSTRACT

Experts can provide valuable information to fill knowledge gaps in published research on management effectiveness, particularly for threatened ecosystems, for which there is often limited evidence and the need for prompt intervention to ensure their persistence. One such ecosystem, alpine peatland, is threatened by climate change and other pressures, provides vital ecosystem services, and supports unique biodiversity. In a workshop, we gathered and synthesized into an accessible format information from experts on interventions used, threat context, and intervention effectiveness for Australian alpine peatland and used this knowledge to evaluate local relevance of the global literature for this threatened ecosystem. Experts identified 15 interventions used to conserve Australian peatlands, most of which enhanced or restored peatland condition and effectively addressed diverse threats. Experts' perspectives and global studies were strongly aligned, suggesting that research on peatland management may be broadly relevant across contexts, despite the distinct characteristics of Australian systems. Our workshop-based expert elicitation approach provided insights into current management practices unavailable in the literature.


Cómo los conocimientos de expertos sobre la conservación de las turberas alpinas complementan la evidencia científica mundial Resumen Los expertos pueden proporcionar información valiosa para llenar los vacíos de conocimiento en las investigaciones publicadas sobre la eficacia del manejo, en particular para los ecosistemas amenazados, para los cuales a menudo hay evidencia limitada y la necesidad de intervenciones inmediatas para garantizar su persistencia. Uno de esos ecosistemas, las turberas alpinas, está amenazado por el cambio climático y otras presiones, proporciona servicios ecosistémicos vitales y sustenta una biodiversidad única. En un taller, recopilamos y sintetizamos en un formato accesible, información de expertos sobre las intervenciones utilizadas, el contexto de la amenaza y la eficacia de la intervención para las turberas alpinas australianas, y utilizamos este conocimiento para evaluar la relevancia local de la literatura mundial para este ecosistema amenazado. Los expertos identificaron 15 intervenciones utilizadas para conservar las turberas australianas, la mayoría de las cuales mejoraron o restauraron la condición de las turberas y abordaron eficazmente diversas amenazas. Las perspectivas de los expertos y los estudios globales se alinearon fuertemente, lo que sugiere que la investigación sobre el manejo de las turberas puede ser ampliamente relevante en otros contextos, a pesar de características distintivas de los sistemas australianos. Nuestro método de de obtención de conocimiento de expertos basado en talleres proporcionó información sobre las prácticas de manejo actuales que no están disponibles en la literatura.


Subject(s)
Conservation of Natural Resources , Ecosystem , Australia , Biodiversity , Climate Change
3.
Sci Rep ; 12(1): 17733, 2022 10 22.
Article in English | MEDLINE | ID: mdl-36273023

ABSTRACT

For workplaces which cannot operate as telework or remotely, there is a critical need for routine occupational SARS-CoV-2 diagnostic testing. Although diagnostic tests including the CDC 2019-Novel Coronavirus (2019-nCoV) Real-Time RT-PCR Diagnostic Panel (CDC Diagnostic Panel) (EUA200001) were made available early in the pandemic, resource scarcity and high demand for reagents and equipment necessitated priority of symptomatic patients. There is a clearly defined need for flexible testing methodologies and strategies with rapid turnaround of results for (1) symptomatic, (2) asymptomatic with high-risk exposures and (3) asymptomatic populations without preexisting conditions for routine screening to address the needs of an on-site work force. We developed a distinct SARS-CoV-2 diagnostic assay based on the original CDC Diagnostic Panel (EUA200001), yet, with minimum overlap for currently employed reagents to eliminate direct competition for limited resources. As the pandemic progressed with testing loads increasing, we modified the assay to include 5-sample pooling and amplicon target multiplexing. Analytical sensitivity of the pooled and multiplexed assays was rigorously tested with contrived positive samples in realistic patient backgrounds. Assay performance was determined with clinical samples previously assessed with an FDA authorized assay. Throughout the pandemic we successfully tested symptomatic, known contact and travelers within our occupational population with a ~ 24-48-h turnaround time to limit the spread of COVID-19 in the workplace. Our singleplex assay had a detection limit of 31.25 copies per reaction. The three-color multiplexed assay maintained similar sensitivity to the singleplex assay, while tripling the throughput. The pooling assay further increased the throughput to five-fold the singleplex assay, albeit with a subtle loss of sensitivity. We subsequently developed a hybrid 'multiplex-pooled' strategy to testing to address the need for both rapid analysis of samples from personnel at high risk of COVID infection and routine screening. Herein, our SARS-CoV-2 assays specifically address the needs of occupational healthcare for both rapid analysis of personnel at high-risk of infection and routine screening that is essential for controlling COVID-19 disease transmission. In addition to SARS-CoV-2 and COVID-19, this work demonstrates successful flexible assays developments and deployments with implications for emerging highly transmissible diseases and future pandemics.


Subject(s)
COVID-19 , Occupational Medicine , Humans , SARS-CoV-2/genetics , COVID-19/diagnosis , COVID-19/epidemiology , COVID-19 Testing , Reverse Transcriptase Polymerase Chain Reaction , Clinical Laboratory Techniques/methods , Sensitivity and Specificity
4.
Nature ; 610(7932): 513-518, 2022 10.
Article in English | MEDLINE | ID: mdl-36224387

ABSTRACT

As the United Nations develops a post-2020 global biodiversity framework for the Convention on Biological Diversity, attention is focusing on how new goals and targets for ecosystem conservation might serve its vision of 'living in harmony with nature'1,2. Advancing dual imperatives to conserve biodiversity and sustain ecosystem services requires reliable and resilient generalizations and predictions about ecosystem responses to environmental change and management3. Ecosystems vary in their biota4, service provision5 and relative exposure to risks6, yet there is no globally consistent classification of ecosystems that reflects functional responses to change and management. This hampers progress on developing conservation targets and sustainability goals. Here we present the International Union for Conservation of Nature (IUCN) Global Ecosystem Typology, a conceptually robust, scalable, spatially explicit approach for generalizations and predictions about functions, biota, risks and management remedies across the entire biosphere. The outcome of a major cross-disciplinary collaboration, this novel framework places all of Earth's ecosystems into a unifying theoretical context to guide the transformation of ecosystem policy and management from global to local scales. This new information infrastructure will support knowledge transfer for ecosystem-specific management and restoration, globally standardized ecosystem risk assessments, natural capital accounting and progress on the post-2020 global biodiversity framework.


Subject(s)
Conservation of Natural Resources , Ecosystem , Environmental Policy , Biodiversity , Biota , Conservation of Natural Resources/legislation & jurisprudence , Conservation of Natural Resources/methods , Environmental Policy/legislation & jurisprudence , Environmental Policy/trends , Goals , United Nations , Animals
5.
Nat Ecol Evol ; 5(10): 1338-1349, 2021 10.
Article in English | MEDLINE | ID: mdl-34400825

ABSTRACT

Despite substantial conservation efforts, the loss of ecosystems continues globally, along with related declines in species and nature's contributions to people. An effective ecosystem goal, supported by clear milestones, targets and indicators, is urgently needed for the post-2020 global biodiversity framework and beyond to support biodiversity conservation, the UN Sustainable Development Goals and efforts to abate climate change. Here, we describe the scientific foundations for an ecosystem goal and milestones, founded on a theory of change, and review available indicators to measure progress. An ecosystem goal should include three core components: area, integrity and risk of collapse. Targets-the actions that are necessary for the goals to be met-should address the pathways to ecosystem loss and recovery, including safeguarding remnants of threatened ecosystems, restoring their area and integrity to reduce risk of collapse and retaining intact areas. Multiple indicators are needed to capture the different dimensions of ecosystem area, integrity and risk of collapse across all ecosystem types, and should be selected for their fitness for purpose and relevance to goal components. Science-based goals, supported by well-formulated action targets and fit-for-purpose indicators, will provide the best foundation for reversing biodiversity loss and sustaining human well-being.


Subject(s)
Ecosystem , Goals , Biodiversity , Climate Change , Conservation of Natural Resources , Humans
6.
Conserv Biol ; 35(5): 1669-1682, 2021 10.
Article in English | MEDLINE | ID: mdl-33486826

ABSTRACT

Biodiversity indicators are used to inform decisions and measure progress toward global targets, such as the United Nations Sustainable Development Goals. Indicators aggregate and simplify complex information, so underlying information influencing its reliability and interpretation (e.g., variability in data and uncertainty in indicator values) can be lost. Communicating uncertainty is necessary to ensure robust decisions and limit misinterpretations of trends, yet variability and uncertainty are rarely quantified in biodiversity indicators. We developed a guide to representing uncertainty and variability in biodiversity indicators. We considered the key purposes of biodiversity indicators and commonly used methods for representing uncertainty (standard error, bootstrap resampling, and jackknife resampling) and variability (quantiles, standard deviation, median absolute deviation, and mean absolute deviation) with intervals. Using 3 high-profile biodiversity indicators (Red List Index, Living Planet Index, and Ocean Health Index), we tested the use, suitability, and interpretation of each interval method based on the formulation and data types underpinning the indicators. The methods revealed vastly different information; indicator formula and data distribution affected the suitability of each interval method. Because the data underpinning each indicator were not normally distributed, methods relying on normality or symmetrical spread were unsuitable. Quantiles, bootstrapping, and jackknifing provided useful information about the underlying variability and uncertainty. We built a decision tree to inform selection of the appropriate interval method to represent uncertainty or variation in biodiversity indicators, depending on data type and objectives. Our guide supports transparent and effective communication of biodiversity indicator trends to facilitate accurate interpretation by decision makers.


Los indicadores de biodiversidad se usan para orientar las decisiones y medir el progreso hacia los objetivos globales, como los Objetivos de Desarrollo Sustentable de las Naciones Unidas. Los indicadores agregan y simplifican la información compleja, por lo que la información subyacente que influye sobre su confiabilidad e interpretación (p. ej.: variabilidad en los datos e incertidumbre en los valores indicadores) puede perderse. Es necesario comunicar la incertidumbre para asegurar decisiones sólidas y limitar las malas interpretaciones de las tendencias. Aun así, rara vez se cuantifican la variabilidad y la incertidumbre en los indicadores de biodiversidad. Desarrollamos una guía para representar la incertidumbre y la variabilidad en los indicadores de biodiversidad. Consideramos los propósitos importantes de los indicadores de biodiversidad y los métodos comúnmente usados para representar la incertidumbre (error estándar, remuestreo bootstrap, remuestreo jackknife) y la variabilidad (quantiles, desviación estándar, desviación mediana absoluta, desviación media absoluta) con intervalos. Usamos tres indicadores de biodiversidad de alto perfil (Red List Index, Living Planet Index, Ocean Health Index) para analizar el uso, idoneidad e interpretación de cada método de intervalo con base en la formulación y los tipos de datos fundamentales para los indicadores. Los métodos revelaron información ampliamente diferente; la fórmula del indicador y la distribución de los datos afectaron la idoneidad de cada método de intervalo. Ya que los datos fundamentales para cada indicador no tuvieron una distribución normal, los métodos que dependen de la normalidad o el esparcimiento simétrico no fueron idóneos. Los quantiles, el bootstrap y el jackknife proporcionaron información útil sobre la variabilidad y la incertidumbre subyacentes. Construimos un árbol de decisiones para guiar la selección del método de intervalo apropiado para representar la incertidumbre o la variación en los indicadores de biodiversidad, dependiendo del tipo de datos y de los objetivos. Nuestra guía respalda la comunicación efectiva y transparente de las tendencias en los indicadores de biodiversidad para facilitarle al órgano decisorio la interpretación acertada de estas tendencias.


Subject(s)
Biodiversity , Conservation of Natural Resources , Reproducibility of Results , Uncertainty , United Nations
7.
Onderstepoort J Vet Res ; 86(1): e1-e8, 2019 Jan 31.
Article in English | MEDLINE | ID: mdl-30843406

ABSTRACT

Vaccination of domestic ruminants is considered to be an effective strategy for protecting these animals against Rift Valley fever (RVF), but available vaccines have limitations. Therefore, the aim of this study was to determine the safety and immunogenicity of RVF virus (RVFV) mutagenesis passage 12 (MP-12) and arMP-12ΔNSm21/384 vaccine candidates in goats (Capra aegagrus hircus) in Tanzania. Goats were vaccinated intramuscularly with RVFV MP-12 or arMP-12ΔNSm21/384, and then on Day 87 post-vaccination (PV) all animals were revaccinated using the RVFV MP-12 vaccine candidate. Serum samples were collected from the animals before and after vaccination at various intervals to test for RVFV using a Vero cell culture assay and reverse transcription polymerase chain reaction and for RVFV-neutralising antibody using a plaque reduction neutralisation assay. Serum samples collected before vaccination on Days -14 and 0, and on Days 3, 4 and 5 PV were negative for RVFV and neutralising antibody. All animals remained healthy, and viremia was not detected in any of the animals. Rift Valley fever virus antibody was first detected on Day 5 PV at a 1:10 dilution in five of five animals vaccinated with the MP-12 vaccine and in five of eight animals vaccinated with arMP-12ΔNSm21/384. Titres then increased and were sustained at 1:40 to 1:640 through to Day 87 PV. All animals that were revaccinated on Day 87 PV with MP-12 developed antibody titres ranging from 1:160 to as high as 1:10 240 on Days 14 and 21 PV. Although the antibody titres for goats vaccinated with RVF MP-12 were slightly higher than titres elicited by the arMP-12ΔNSm21/384 vaccine, these findings demonstrated that both vaccines are promising candidates for the prevention of RVF among Tansanian goats.


Subject(s)
Goat Diseases/immunology , Immunogenicity, Vaccine , Rift Valley Fever/immunology , Rift Valley fever virus/immunology , Viral Vaccines/administration & dosage , Animals , Goat Diseases/virology , Goats , Rift Valley Fever/virology , Tanzania , Vaccines, Attenuated/administration & dosage , Vaccines, Attenuated/immunology , Viral Vaccines/immunology
8.
Conserv Biol ; 32(6): 1233-1245, 2018 12.
Article in English | MEDLINE | ID: mdl-29528525

ABSTRACT

Ongoing ecosystem degradation and transformation are major threats to biodiversity. Measuring ecosystem change toward collapse relies on monitoring indicators that quantify key ecological processes. Yet little guidance is available on selection and use of indicators for ecosystem risk assessment. We reviewed indicator use in ecological studies of ecosystem collapse in marine pelagic and temperate forest ecosystems. We examined indicator-selection methods, indicator types (geographic distribution, abiotic, biotic), methods of assessing multiple indicators, and temporal quality of time series. We compared how these factors were applied in the ecological studies with how they were applied in risk assessments by using the International Union for Conservation of Nature's Red List of Ecosystems (RLE), for which indicators are used to estimate risk of ecosystem collapse. Ecological studies and RLE assessments rarely reported how indicators were selected, particularly in terrestrial ecosystems. Few ecological studies and RLE assessments quantified ecosystem change based on all 3 indicator types, and indicators types used differed between marine and terrestrial ecosystems. Several studies used indices or multivariate analyses to assess multiple indicators simultaneously, but RLE assessments did not because as RLE guidelines advise against them. Most studies and RLE assessments used time-series data that spanned at least 30 years, which increases the probability of reliably detecting change. Limited use of indicator-selection protocols and infrequent use of all 3 indicator types may hamper accurate detection of change. To improve the value of risk assessments for informing policy and management, we recommend using explicit protocols, including conceptual models, to identify and select indicators; a range of indicators spanning distributional, abiotic, and biotic features; indices and multivariate analyses with extreme care until guidelines are developed; time series with sufficient data to increase ability to accurately diagnose directional change; data from multiple sources to support assessments; and explicitly reporting steps in the assessment process.


Subject(s)
Conservation of Natural Resources , Ecosystem , Biodiversity , Ecology , Risk Assessment
9.
J Med Entomol ; 54(6): 1633-1638, 2017 11 07.
Article in English | MEDLINE | ID: mdl-28981814

ABSTRACT

The brown dog tick, Rhipicephalus sanguineus (Latrielle) sensu lato, is an important ectoparasite of dogs and occasionally humans, capable of transmitting several pathogens, such as Rickettsia and Ehrlichia, which are of veterinary and medical importance. The brown dog tick is distributed worldwide and has an affinity for human habitations in much of its range. In some populations, lack of integrated pest management plans and overuse of pyrethroid pesticides and other sodium channel inhibitors has resulted in high levels of resistance to permethrin. Recently, a highly conserved region of the R. sanguineus sodium channel was sequenced, indicating that a single nucleotide polymorphism of thymine to cytosine on domain III segment VI of the sodium channel could confer resistance. A molecular assay targeting a point mutation in the sodium channel was developed and optimized to separate ticks expressing permethrin resistance from those from a susceptible colony. Thereafter, multiple field-collected phenotypically permethrin-resistant populations were evaluated using this molecular assay to determine genotype. As confirmed by DNA sequencing, a point mutation was present at a high rate in phenotypically resistant tick populations that was not present in the susceptible strain. These data suggest an additional permethrin resistance mechanism to metabolic resistance, which has been reported for this tick species, and confirm its association with phenotypic resistance. The results of this study further emphasize the need to preserve acaricide chemistry through rotation of active ingredients used to control ectoparasites.


Subject(s)
Insecticides , Permethrin , Rhipicephalus sanguineus/genetics , Sodium Channels/genetics , Animals , Insecticide Resistance/genetics , Mutation
10.
PLoS One ; 12(5): e0176951, 2017.
Article in English | MEDLINE | ID: mdl-28472147

ABSTRACT

Thermal properties of tree hollows play a major role in survival and reproduction of hollow-dependent fauna. Artificial hollows (nest boxes) are increasingly being used to supplement the loss of natural hollows; however, the factors that drive nest box thermal profiles have received surprisingly little attention. We investigated how differences in surface reflectance influenced temperature profiles of nest boxes painted three different colors (dark-green, light-green, and white: total solar reflectance 5.9%, 64.4%, and 90.3% respectively) using boxes designed for three groups of mammals: insectivorous bats, marsupial gliders and brushtail possums. Across the three different box designs, dark-green (low reflectance) boxes experienced the highest average and maximum daytime temperatures, had the greatest magnitude of variation in daytime temperatures within the box, and were consistently substantially warmer than light-green boxes (medium reflectance), white boxes (high reflectance), and ambient air temperatures. Results from biophysical model simulations demonstrated that variation in diurnal temperature profiles generated by painting boxes either high or low reflectance colors could have significant ecophysiological consequences for animals occupying boxes, with animals in dark-green boxes at high risk of acute heat-stress and dehydration during extreme heat events. Conversely in cold weather, our modelling indicated that there are higher cumulative energy costs for mammals, particularly smaller animals, occupying light-green boxes. Given their widespread use as a conservation tool, we suggest that before boxes are installed, consideration should be given to the effect of color on nest box temperature profiles, and the resultant thermal suitability of boxes for wildlife, particularly during extremes in weather. Managers of nest box programs should consider using several different colors and installing boxes across a range of both orientations and shade profiles (i.e., levels of canopy cover), to ensure target animals have access to artificial hollows with a broad range of thermal profiles, and can therefore choose boxes with optimal thermal conditions across different seasons.


Subject(s)
Animals, Wild/physiology , Nesting Behavior , Temperature , Animals , Surface Properties
11.
PLoS One ; 12(1): e0166870, 2017.
Article in English | MEDLINE | ID: mdl-28045937

ABSTRACT

Several RT-PCR and genome sequencing strategies exist for the resolution of Foot-and-Mouth Disease virus (FMDV). While these approaches are relatively straightforward, they can be vulnerable to failure due to the unpredictable nature of FMDV genome sequence variations. Sequence independent single primer amplification (SISPA) followed by genotyping microarray offers an attractive unbiased approach to FMDV characterization. Here we describe a custom FMDV microarray and a companion feature and template-assisted assembler software (FAT-assembler) capable of resolving virus genome sequence using a moderate number of conserved microarray features. The results demonstrate that this approach may be used to rapidly characterize naturally occurring FMDV as well as an engineered chimeric strain of FMDV. The FAT-assembler, while applied to resolving FMDV genomes, represents a new bioinformatics approach that should be broadly applicable to interpreting microarray genotyping data for other viruses or target organisms.


Subject(s)
Computational Biology , Foot-and-Mouth Disease Virus/genetics , Genotype , Oligonucleotide Array Sequence Analysis , Software , Algorithms , Capsid/metabolism , DNA Primers , Genome, Viral , Nucleic Acid Hybridization , RNA, Viral/genetics
12.
Ticks Tick Borne Dis ; 8(1): 53-59, 2017 01.
Article in English | MEDLINE | ID: mdl-27720381

ABSTRACT

Tick-borne diseases are an emerging public health threat in the United States. In Florida, there has been public attention directed towards the possibility of locally acquired Borrelia burgdorferi sensu stricto, the causative agent of Lyme disease, in association with the lone star tick. The aim of this study was to determine the prevalence of ticks and the pathogens they carry and potentially transmit, such as B. burgdorferi, in a highly utilized teaching and research forest in North Central Florida. Ticks were collected by dragging and flagging methods over a four month period in early 2014, identified, and tested by PCR for multiple pathogens including Anaplasma, Borrelia, Rickettsia, and Ehrlichia species. During the study period the following ticks were collected: 2506 (96.5%) Amblyomma americanum L., 64 (2.5%) Ixodes scapularis Say, 19 (0.7%) Dermacentor variabilis Say, and 5 (0.2%) Ixodes affinis Neuman. Neither Borrelia spp. (0/846) nor Anaplasma spp. (0/69; Ixodes spp. only) were detected by PCR in any of the ticks tested. However, Rickettsia DNA was present in 53.7% (86/160), 62.5% (40/64), 60.0% (3/5) and 31.6% (6/19) of A. americanum, I. scapularis, I. affinis and D. variabilis, respectively. Furthermore, E. chaffeensis and E. ewingii DNA were detected in 1.3% and 4.4% of adult A. americanum specimens tested, respectively. Although receiving an A. americanum bite is likely in wooded areas in North Central Florida due to the abundance of this tick, the risk of contracting a tick-borne pathogen in this specific area during the spring season appears to be low. The potential for pathogen prevalence to be highly variable exists, even within a single geographical site and longitudinal studies are needed to assess how tick-borne pathogen prevalence is changing over time in North Central Florida.


Subject(s)
Borrelia burgdorferi/genetics , Borrelia burgdorferi/isolation & purification , DNA, Bacterial/isolation & purification , Ixodidae/microbiology , Rickettsia/genetics , Rickettsia/isolation & purification , Animals , DNA, Bacterial/genetics , Female , Florida/epidemiology , Forests , Ixodidae/classification , Larva/classification , Larva/microbiology , Male , Nymph/classification , Nymph/microbiology
13.
PLoS Comput Biol ; 9(3): e1002957, 2013.
Article in English | MEDLINE | ID: mdl-23516347

ABSTRACT

A key challenge in genetics is identifying the functional roles of genes in pathways. Numerous functional genomics techniques (e.g. machine learning) that predict protein function have been developed to address this question. These methods generally build from existing annotations of genes to pathways and thus are often unable to identify additional genes participating in processes that are not already well studied. Many of these processes are well studied in some organism, but not necessarily in an investigator's organism of interest. Sequence-based search methods (e.g. BLAST) have been used to transfer such annotation information between organisms. We demonstrate that functional genomics can complement traditional sequence similarity to improve the transfer of gene annotations between organisms. Our method transfers annotations only when functionally appropriate as determined by genomic data and can be used with any prediction algorithm to combine transferred gene function knowledge with organism-specific high-throughput data to enable accurate function prediction. We show that diverse state-of-art machine learning algorithms leveraging functional knowledge transfer (FKT) dramatically improve their accuracy in predicting gene-pathway membership, particularly for processes with little experimental knowledge in an organism. We also show that our method compares favorably to annotation transfer by sequence similarity. Next, we deploy FKT with state-of-the-art SVM classifier to predict novel genes to 11,000 biological processes across six diverse organisms and expand the coverage of accurate function predictions to processes that are often ignored because of a dearth of annotated genes in an organism. Finally, we perform in vivo experimental investigation in Danio rerio and confirm the regulatory role of our top predicted novel gene, wnt5b, in leftward cell migration during heart development. FKT is immediately applicable to many bioinformatics techniques and will help biologists systematically integrate prior knowledge from diverse systems to direct targeted experiments in their organism of study.


Subject(s)
Biological Phenomena , Computational Biology/methods , Models, Biological , Animals , Bayes Theorem , Caenorhabditis elegans , Drosophila melanogaster , Embryo, Nonmammalian , Embryonic Development , Genes , Humans , Mice , Models, Statistical , Rats , Sequence Analysis, DNA , Support Vector Machine , Zebrafish
14.
J Virol Methods ; 189(1): 70-6, 2013 Apr.
Article in English | MEDLINE | ID: mdl-23380590

ABSTRACT

Foot-and-mouth disease (FMD) is a highly infectious viral disease of cloven-hoofed animals with debilitating and devastating consequences for livestock industries throughout the world. Key antigenic determinants of the causative agent, FMD virus (FMDV), reside within the surface-exposed proteins of the viral capsid. Therefore, characterization of the sequence that encodes the capsid (P1) is important for tracking the emergence or spread of FMD and for selection and development of new vaccines. Reliable methods to generate sequence for this region are challenging due to the high inter-serotypic variability between different strains of FMDV. This study describes the development and optimization of a novel, robust and universal RT-PCR method that may be used to amplify and sequence a 3kilobase (kb) fragment encompassing the leader proteinase (L) and capsid-coding portions (P1) of the FMDV genome. This new RT-PCR method was evaluated in two laboratories using RNA extracted from 134 clinical samples collected from different countries and representing a range of topotypes and lineages within each of the seven FMDV serotypes. Sequence analysis assisted in the reiterative design of primers that are suitable for routine sequencing of these RT-PCR fragments. Using this method, sequence analysis was undertaken for 49 FMD viruses collected from outbreaks in the field. This approach provides a robust tool that can be used for rapid antigenic characterization of FMDV and phylogenetic analyses and has utility for inclusion in laboratory response programs as an aid to vaccine matching or selection in the event of FMD outbreaks.


Subject(s)
Capsid Proteins/genetics , Endopeptidases/genetics , Foot-and-Mouth Disease Virus/genetics , Foot-and-Mouth Disease Virus/immunology , Foot-and-Mouth Disease/immunology , Reverse Transcriptase Polymerase Chain Reaction/veterinary , Animals , Base Sequence , Capsid/immunology , Capsid Proteins/immunology , DNA Primers , Foot-and-Mouth Disease/prevention & control , Foot-and-Mouth Disease/virology , Foot-and-Mouth Disease Virus/classification , Genome, Viral , Genotype , Livestock/virology , Molecular Sequence Data , RNA, Viral/analysis , RNA, Viral/genetics , Reverse Transcriptase Polymerase Chain Reaction/methods , Sequence Analysis, RNA , Serotyping , Viral Vaccines/immunology
15.
J Vet Diagn Invest ; 24(4): 671-8, 2012 Jul.
Article in English | MEDLINE | ID: mdl-22604774

ABSTRACT

In February and March 2009, approximately 1,500 backyard pigs of variable age became sick, and approximately 700 of them died or were euthanized in the Lower Artibonite Valley and the Lower Plateau of the Republic of Haiti. The main clinical sign was posterior ataxia followed by paresis and/or paralysis on the second or third day of illness. No gross lesions were observed at postmortem examinations. The morbidity and mortality were approximately 60% and 40%, respectively. Diagnostic samples (whole blood, brain, tonsil, lymph nodes, spleen, and lung) were negative for Classical swine fever virus and African swine fever virus. Porcine teschovirus type 1 was detected by reverse transcription polymerase chain reactions in brain samples. Results of virus isolation, electron microscopy of virus particles, histopathological analysis on brain tissues, nucleic acid sequencing, and phylogenetic analysis of the viral isolate supported the diagnosis of teschovirus encephalomyelitis. The outbreak of the disease in Haiti is the first appearance of the severe form of teschovirus encephalomyelitis in the Americas. This disease poses a potential threat to the swine industries in other Caribbean countries, as well as to Central and North American countries.


Subject(s)
Encephalomyelitis/veterinary , Picornaviridae Infections/veterinary , Swine Diseases/virology , Teschovirus/isolation & purification , Animals , Antibodies, Viral/analysis , Disease Outbreaks/veterinary , Encephalomyelitis/diagnosis , Encephalomyelitis/epidemiology , Encephalomyelitis/virology , Haiti/epidemiology , Histocytochemistry/veterinary , Microscopy, Electron/veterinary , Phylogeny , Picornaviridae Infections/diagnosis , Picornaviridae Infections/epidemiology , Picornaviridae Infections/virology , RNA, Viral/chemistry , RNA, Viral/genetics , Reverse Transcriptase Polymerase Chain Reaction/veterinary , Sequence Analysis, DNA , Swine , Swine Diseases/epidemiology , Teschovirus/genetics , Teschovirus/ultrastructure
16.
Infect Genet Evol ; 11(7): 1514-9, 2011 Oct.
Article in English | MEDLINE | ID: mdl-21742058

ABSTRACT

Sporadic fatal outbreaks of disease in humans and non-human primates caused by Ebola or Marburg viruses have driven research into the characterization of these viruses with the hopes of identifying host tropisms and potential reservoirs. Such an understanding of the relatedness of newly discovered filoviruses may help to predict risk factors for outbreaks of hemorrhagic disease in humans and/or non-human primates. Recent discoveries such as three distinct genotypes of Reston ebolavirus, unexpectedly discovered in domestic swine in the Philippines; as well as a new species, Bundibugyo ebolavirus; the recent discovery of Lloviu virus as a potential new genus, Cuevavirus, within Filoviridae; and germline integrations of filovirus-like sequences in some animal species bring new insights into the relatedness of filoviruses, their prevalence and potential for transmission to humans. These new findings reveal that filoviruses are more diverse and may have had a greater influence on the evolution of animals than previously thought. Herein we review these findings with regard to the implications for understanding the host range, prevalence and transmission of Filoviridae.


Subject(s)
Filoviridae/classification , Filoviridae/genetics , Animals , Disease Reservoirs/virology , Ebolavirus/classification , Ebolavirus/genetics , Ebolavirus/pathogenicity , Filoviridae/pathogenicity , Filoviridae Infections/transmission , Filoviridae Infections/virology , Genome, Viral , Humans , Marburgvirus/classification , Marburgvirus/genetics , Marburgvirus/pathogenicity , Phylogeny , Swine/virology
17.
Science ; 325(5937): 204-6, 2009 Jul 10.
Article in English | MEDLINE | ID: mdl-19590002

ABSTRACT

Since the discovery of the Marburg and Ebola species of filovirus, seemingly random, sporadic fatal outbreaks of disease in humans and nonhuman primates have given impetus to identification of host tropisms and potential reservoirs. Domestic swine in the Philippines, experiencing unusually severe outbreaks of porcine reproductive and respiratory disease syndrome, have now been discovered to host Reston ebolavirus (REBOV). Although REBOV is the only member of Filoviridae that has not been associated with disease in humans, its emergence in the human food chain is of concern. REBOV isolates were found to be more divergent from each other than from the original virus isolated in 1989, indicating polyphyletic origins and that REBOV has been circulating since, and possibly before, the initial discovery of REBOV in monkeys.


Subject(s)
Ebolavirus/isolation & purification , Filoviridae Infections/veterinary , Porcine Reproductive and Respiratory Syndrome/virology , Porcine respiratory and reproductive syndrome virus/isolation & purification , Swine Diseases/virology , Animals , Antibodies, Viral/blood , Disease Outbreaks/veterinary , Disease Reservoirs , Ebolavirus/classification , Ebolavirus/genetics , Ebolavirus/immunology , Filoviridae Infections/complications , Filoviridae Infections/epidemiology , Filoviridae Infections/virology , Hemorrhagic Fever, Ebola/epidemiology , Hemorrhagic Fever, Ebola/veterinary , Hemorrhagic Fever, Ebola/virology , Humans , Molecular Sequence Data , Philippines/epidemiology , Phylogeny , Porcine Reproductive and Respiratory Syndrome/epidemiology , Porcine respiratory and reproductive syndrome virus/classification , Porcine respiratory and reproductive syndrome virus/genetics , Sus scrofa , Swine Diseases/epidemiology
SELECTION OF CITATIONS
SEARCH DETAIL
...