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1.
bioRxiv ; 2020 Aug 17.
Article in English | MEDLINE | ID: mdl-32817938

ABSTRACT

Without an effective prophylactic solution, infections from SARS-CoV-2 continue to rise worldwide with devastating health and economic costs. SARS-CoV-2 gains entry into host cells via an interaction between its Spike protein and the host cell receptor angiotensin converting enzyme 2 (ACE2). Disruption of this interaction confers potent neutralization of viral entry, providing an avenue for vaccine design and for therapeutic antibodies. Here, we develop single-domain antibodies (nanobodies) that potently disrupt the interaction between the SARS-CoV-2 Spike and ACE2. By screening a yeast surface-displayed library of synthetic nanobody sequences, we identified a panel of nanobodies that bind to multiple epitopes on Spike and block ACE2 interaction via two distinct mechanisms. Cryogenic electron microscopy (cryo-EM) revealed that one exceptionally stable nanobody, Nb6, binds Spike in a fully inactive conformation with its receptor binding domains (RBDs) locked into their inaccessible down-state, incapable of binding ACE2. Affinity maturation and structure-guided design of multivalency yielded a trivalent nanobody, mNb6-tri, with femtomolar affinity for SARS-CoV-2 Spike and picomolar neutralization of SARS-CoV-2 infection. mNb6-tri retains stability and function after aerosolization, lyophilization, and heat treatment. These properties may enable aerosol-mediated delivery of this potent neutralizer directly to the airway epithelia, promising to yield a widely deployable, patient-friendly prophylactic and/or early infection therapeutic agent to stem the worst pandemic in a century.

2.
Science ; 370(6523): 1473-1479, 2020 12 18.
Article in English | MEDLINE | ID: mdl-33154106

ABSTRACT

The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virus enters host cells via an interaction between its Spike protein and the host cell receptor angiotensin-converting enzyme 2 (ACE2). By screening a yeast surface-displayed library of synthetic nanobody sequences, we developed nanobodies that disrupt the interaction between Spike and ACE2. Cryo-electron microscopy (cryo-EM) revealed that one nanobody, Nb6, binds Spike in a fully inactive conformation with its receptor binding domains locked into their inaccessible down state, incapable of binding ACE2. Affinity maturation and structure-guided design of multivalency yielded a trivalent nanobody, mNb6-tri, with femtomolar affinity for Spike and picomolar neutralization of SARS-CoV-2 infection. mNb6-tri retains function after aerosolization, lyophilization, and heat treatment, which enables aerosol-mediated delivery of this potent neutralizer directly to the airway epithelia.


Subject(s)
Antibodies, Neutralizing/immunology , Antibodies, Viral/immunology , Single-Domain Antibodies/immunology , Spike Glycoprotein, Coronavirus/immunology , Angiotensin-Converting Enzyme 2/chemistry , Angiotensin-Converting Enzyme 2/immunology , Animals , Antibodies, Neutralizing/chemistry , Antibodies, Viral/chemistry , Antibody Affinity , Chlorocebus aethiops , Cryoelectron Microscopy , Humans , Neutralization Tests , Protein Binding , Protein Stability , Single-Domain Antibodies/chemistry , Spike Glycoprotein, Coronavirus/chemistry , Vero Cells
3.
BMC Bioinformatics ; 10 Suppl 14: S3, 2009 Nov 10.
Article in English | MEDLINE | ID: mdl-19900299

ABSTRACT

BACKGROUND: Increasing the quantity and quality of data is a key goal of biodiversity informatics, leading to increased fitness for use in scientific research and beyond. This goal is impeded by a legacy of geographic locality descriptions associated with biodiversity records that are often heterogeneous and not in a map-ready format. The biodiversity informatics community has developed best practices and tools that provide the means to do retrospective georeferencing (e.g., the BioGeomancer toolkit), a process that converts heterogeneous descriptions into geographic coordinates and a measurement of spatial uncertainty. Even with these methods and tools, data publishers are faced with the immensely time-consuming task of vetting georeferenced localities. Furthermore, it is likely that overlap in georeferencing effort is occurring across data publishers. Solutions are needed that help publishers more effectively georeference their records, verify their quality, and eliminate the duplication of effort across publishers. RESULTS: We have developed a tool called BioGeoBIF, which incorporates the high throughput and standardized georeferencing methods of BioGeomancer into a beginning-to-end workflow. Custodians who publish their data to the Global Biodiversity Information Facility (GBIF) can use this system to improve the quantity and quality of their georeferences. BioGeoBIF harvests records directly from the publishers' access points, georeferences the records using the BioGeomancer web-service, and makes results available to data managers for inclusion at the source. Using a web-based, password-protected, group management system for each data publisher, we leave data ownership, management, and vetting responsibilities with the managers and collaborators of each data set. We also minimize the georeferencing task, by combining and storing unique textual localities from all registered data access points, and dynamically linking that information to the password protected record information for each publisher. CONCLUSION: We have developed one of the first examples of services that can help create higher quality data for publishers mediated through the Global Biodiversity Information Facility and its data portal. This service is one step towards solving many problems of data quality in the growing field of biodiversity informatics. We envision future improvements to our service that include faster results returns and inclusion of more georeferencing engines.


Subject(s)
Biodiversity , Computational Biology/methods , Databases, Factual , Humans
4.
Pediatr Neurol ; 91: 34-40, 2019 02.
Article in English | MEDLINE | ID: mdl-30578049

ABSTRACT

BACKGROUND: Although migraine often starts in childhood or adolescence, hospital care for migraine in children is not well described. We examined patient and hospital characteristics associated with hospital care for migraine among children in the United States. METHODS: We queried the Kids' Inpatient Database (2003 to 2009) for hospitalizations of children aged 3-20. Sociodemographic and hospital characteristics were compared between hospitalizations for migraine and for other common medical conditions. Multivariate logistic regression models estimated the associations between patient, hospital, and socioeconomic characteristics and inpatient migraine care. RESULTS: We identified 11,696 pediatric migraine hospitalizations, the majority (68.7%) occurring at teaching hospitals, involving a female (68.8%) child, ages 13-20 (71%, mean age: 14.6 years). As compared to the overall inpatient sample, migraine hospitalizations were less likely to involve children who were Black (adjusted odds ratio [AOR] 0.54, 95% confidence interval [CI] 0.49 to 0.60), Hispanic (AOR = 0.58, 95% CI 0.50 to 0.68), or Asian (AOR = 0.42, 95% CI 0.32 to 0.55), and more likely to involve females (AOR = 1.49, 95% CI 1.40 to 1.59). Migraine inpatients were more likely to live in higher income postal ZIP code areas (versus lowest ZIP code income quartile: AOR = 1.32, 95% CI 1.18 to 1.48). The average length of stay for migraine was 2.54 (SEM 0.6) days. CONCLUSIONS: Children who are hospitalized for migraines have distinct sociodemographic characteristics and a short length of stay. Understanding the reasons for these variations will inform the design of interventions aimed at reducing the need for pediatric migraine hospitalization.


Subject(s)
Hospitalization/statistics & numerical data , Migraine Disorders/therapy , Adolescent , Adult , Child , Child, Preschool , Ethnicity/statistics & numerical data , Female , Hospitals, Teaching/statistics & numerical data , Humans , Length of Stay/statistics & numerical data , Male , Migraine Disorders/epidemiology , Racial Groups/statistics & numerical data , Sex Factors , United States/epidemiology , Young Adult
5.
Proc Biol Sci ; 275(1653): 2793-802, 2008 Dec 22.
Article in English | MEDLINE | ID: mdl-18755677

ABSTRACT

Global climate change has accelerated the pace of glacial retreat in high-latitude and high-elevation environments, exposing lands that remain devoid of vegetation for many years. The exposure of 'new' soil is particularly apparent at high elevations (5000 metres above sea level) in the Peruvian Andes, where extreme environmental conditions hinder plant colonization. Nonetheless, these seemingly barren soils contain a diverse microbial community; yet the biogeochemical role of micro-organisms at these extreme elevations remains unknown. Using biogeochemical and molecular techniques, we investigated the biological community structure and ecosystem functioning of the pre-plant stages of primary succession in soils along a high-Andean chronosequence. We found that recently glaciated soils were colonized by a diverse community of cyanobacteria during the first 4-5 years following glacial retreat. This significant increase in cyanobacterial diversity corresponded with equally dramatic increases in soil stability, heterotrophic microbial biomass, soil enzyme activity and the presence and abundance of photosynthetic and photoprotective pigments. Furthermore, we found that soil nitrogen-fixation rates increased almost two orders of magnitude during the first 4-5 years of succession, many years before the establishment of mosses, lichens or vascular plants. Carbon analyses (pyrolysis-gas chromatography/mass spectroscopy) of soil organic matter suggested that soil carbon along the chronosequence was of microbial origin. This indicates that inputs of nutrients and organic matter during early ecosystem development at these sites are dominated by microbial carbon and nitrogen fixation. Overall, our results indicate that photosynthetic and nitrogen-fixing bacteria play important roles in acquiring nutrients and facilitating ecological succession in soils near some of the highest elevation receding glaciers on the Earth.


Subject(s)
Ecosystem , Ice Cover , Soil/analysis , Biodiversity , Cyanobacteria/genetics , Cyanobacteria/physiology , DNA, Bacterial/chemistry , DNA, Ribosomal/chemistry , Geography , Nitrogen/analysis , Nitrogen Fixation , Peru , Photosynthesis , Soil Microbiology
6.
Ecol Lett ; 10(8): 663-72, 2007 Aug.
Article in English | MEDLINE | ID: mdl-17594421

ABSTRACT

Biodiversity data are rapidly becoming available over the Internet in common formats that promote sharing and exchange. Currently, these data are somewhat problematic, primarily with regard to geographic and taxonomic accuracy, for use in ecological research, natural resources management and conservation decision-making. However, web-based georeferencing tools that utilize best practices and gazetteer databases can be employed to improve geographic data. Taxonomic data quality can be improved through web-enabled valid taxon names databases and services, as well as more efficient mechanisms to return systematic research results and taxonomic misidentification rates back to the biodiversity community. Both of these are under construction. A separate but related challenge will be developing web-based visualization and analysis tools for tracking biodiversity change. Our aim was to discuss how such tools, combined with data of enhanced quality, will help transform today's portals to raw biodiversity data into nexuses of collaborative creation and sharing of biodiversity knowledge.


Subject(s)
Biodiversity , Databases, Factual , Ecology/methods , Interdisciplinary Communication , Internet , Research Design , Conservation of Natural Resources/methods , Informatics/methods
7.
Clin Rev Allergy Immunol ; 51(3): 338-352, 2016 Dec.
Article in English | MEDLINE | ID: mdl-27277132

ABSTRACT

Mounting evidence appears to link asthma and atopy to cancer susceptibility. This review presents and discusses published epidemiological studies on the association between site-specific cancers and atopy. PubMed was searched electronically for publications between 1995 and 2015, and cited references were researched manually. Quantitative studies relating to atopy, allergy, or asthma and cancer were identified and tabulated. Despite many exposure-related limitations, patterns in the studies were observed. Asthma, specifically, has been observed to be a risk factor for lung cancer. A protective effect of atopic diseases against pancreatic cancer has been shown consistently in case-control studies but not in cohort studies. Allergy of any type appears to be protective against glioma and adult acute lymphoblastic leukemia. Most studies on atopic diseases and non-Hodgkin lymphoma or colorectal cancer reported an inverse association. The other sites identified had varying and non-significant outcomes. Further research should be dedicated to carefully defined exposure assessments of "atopy" as well as the biological plausibility in the association between atopic diseases and cancer.


Subject(s)
Hypersensitivity, Immediate/complications , Neoplasms/epidemiology , Neoplasms/etiology , Asthma/complications , Humans , Hypersensitivity, Immediate/immunology , Neoplasms/diagnosis , Odds Ratio , Organ Specificity , Population Surveillance
8.
Zookeys ; (150): 117-26, 2011.
Article in English | MEDLINE | ID: mdl-22207809

ABSTRACT

GeoCAT is an open source, browser based tool that performs rapid geospatial analysis to ease the process of Red Listing taxa. Developed to utilise spatially referenced primary occurrence data, the analysis focuses on two aspects of the geographic range of a taxon: the extent of occurrence (EOO) and the area of occupancy (AOO). These metrics form part of the IUCN Red List categories and criteria and have often proved challenging to obtain in an accurate, consistent and repeatable way. Within a familiar Google Maps environment, GeoCAT users can quickly and easily combine data from multiple sources such as GBIF, Flickr and Scratchpads as well as user generated occurrence data. Analysis is done with the click of a button and is visualised instantly, providing an indication of the Red List threat rating, subject to meeting the full requirements of the criteria. Outputs including the results, data and parameters used for analysis are stored in a GeoCAT file that can be easily reloaded or shared with collaborators. GeoCAT is a first step toward automating the data handling process of Red List assessing and provides a valuable hub from which further developments and enhancements can be spawned.

9.
Infect Genet Evol ; 9(2): 169-78, 2009 Mar.
Article in English | MEDLINE | ID: mdl-19022400

ABSTRACT

Some predict that influenza A H5N1 will be the cause of a pandemic among humans. In preparation for such an event, many governments and organizations have stockpiled antiviral drugs such as oseltamivir (Tamiflu). However, it is known that multiple lineages of H5N1 are already resistant to another class of drugs, adamantane derivatives, and a few lineages are resistant to oseltamivir. What is less well understood is the evolutionary history of the mutations that confer drug resistance in the H5N1 population. In order to address this gap, we conducted phylogenetic analyses of 676 genomic sequences of H5N1 and used the resulting hypotheses as a basis for asking 3 molecular evolutionary questions: (1) Have drug-resistant genotypes arisen in distinct lineages of H5N1 through point mutation or through reassortment? (2) Is there evidence for positive selection on the codons that lead to drug resistance? (3) Is there evidence for covariation between positions in the genome that confer resistance to drugs and other positions, unrelated to drug resistance, that may be under selection for other phenotypes? We also examine how drug-resistant lineages proliferate across the landscape by projecting or phylogenetic analysis onto a virtual globe. Our results for H5N1 show that in most cases drug resistance has arisen by independent point mutations rather than reassortment or covariation. Furthermore, we found that some codons that mediate resistance to adamantane derivatives are under positive selection, but did not find positive selection on codons that mediate resistance to oseltamivir. Together, our phylogenetic methods, molecular evolutionary analyses, and geographic visualization provide a framework for analysis of globally distributed genomic data that can be used to monitor the evolution of drug resistance.


Subject(s)
Antiviral Agents/pharmacology , Drug Resistance, Viral/genetics , Evolution, Molecular , Influenza A Virus, H5N1 Subtype/drug effects , Influenza A Virus, H5N1 Subtype/genetics , Neuraminidase/chemistry , Phylogeny , Adamantane/pharmacology , Genome, Viral/genetics , Genotype , Humans , Influenza, Human/virology , Mutation/genetics , Neuraminidase/antagonists & inhibitors , Oseltamivir/pharmacology , Reassortant Viruses , Selection, Genetic , Viral Matrix Proteins/genetics
10.
AMIA Annu Symp Proc ; : 975, 2007 Oct 11.
Article in English | MEDLINE | ID: mdl-18694075

ABSTRACT

Emerging infectious diseases and organisms present critical issues of national security public health, and economic welfare. We still understand little about the zoonotic potential of many viruses. To this end, we are developing novel database tools to manage comparative genomic datasets. These tools add value because they allow us to summarize the direction, frequency and order of genomic changes. We will perform numerous real world tests with our tools with both Avian Influenza and Coronaviruses.


Subject(s)
Influenza A Virus, H5N1 Subtype , Orthomyxoviridae Infections/epidemiology , Severe Acute Respiratory Syndrome/epidemiology , Severe acute respiratory syndrome-related coronavirus , Animals , Birds , Communicable Diseases, Emerging/epidemiology , Disease Outbreaks , Genome, Viral , Global Health , Influenza A Virus, H5N1 Subtype/genetics , Orthomyxoviridae Infections/virology , Population Surveillance/methods , Severe acute respiratory syndrome-related coronavirus/genetics
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