1,269 results on '"POCO"'
Search Results
2. Bibliography
- Author
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Pocobene, Gianfranco, Pludermacher, Isolde, Zivkovic, Alex, Wilson-Bareau, Juliet, Scott, Bill, Rodary, Samuel, Kremnitzer, Kathryn, Chaparro, Adrienne, Beeny, Emily, Locke, Nancy, Als, Hilton, and Greenwald, Diana Seave
- Published
- 2024
3. Suzanne: The Private Portraits
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Pocobene, Gianfranco, Pludermacher, Isolde, Zivkovic, Alex, Wilson-Bareau, Juliet, Scott, Bill, Rodary, Samuel, Kremnitzer, Kathryn, Chaparro, Adrienne, Beeny, Emily, Locke, Nancy, Als, Hilton, and Greenwald, Diana Seave
- Published
- 2024
4. Notes
- Author
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Pocobene, Gianfranco, Pludermacher, Isolde, Zivkovic, Alex, Wilson-Bareau, Juliet, Scott, Bill, Rodary, Samuel, Kremnitzer, Kathryn, Chaparro, Adrienne, Beeny, Emily, Locke, Nancy, Als, Hilton, and Greenwald, Diana Seave
- Published
- 2024
5. Index
- Author
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Pocobene, Gianfranco, Pludermacher, Isolde, Zivkovic, Alex, Wilson-Bareau, Juliet, Scott, Bill, Rodary, Samuel, Kremnitzer, Kathryn, Chaparro, Adrienne, Beeny, Emily, Locke, Nancy, Als, Hilton, and Greenwald, Diana Seave
- Published
- 2024
6. Illustration Credits
- Author
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Pocobene, Gianfranco, Pludermacher, Isolde, Zivkovic, Alex, Wilson-Bareau, Juliet, Scott, Bill, Rodary, Samuel, Kremnitzer, Kathryn, Chaparro, Adrienne, Beeny, Emily, Locke, Nancy, Als, Hilton, and Greenwald, Diana Seave
- Published
- 2024
7. Copyright
- Author
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Pocobene, Gianfranco, Pludermacher, Isolde, Zivkovic, Alex, Wilson-Bareau, Juliet, Scott, Bill, Rodary, Samuel, Kremnitzer, Kathryn, Chaparro, Adrienne, Beeny, Emily, Locke, Nancy, Als, Hilton, and Greenwald, Diana Seave
- Published
- 2024
8. Paintings
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Pocobene, Gianfranco, Pludermacher, Isolde, Zivkovic, Alex, Wilson-Bareau, Juliet, Scott, Bill, Rodary, Samuel, Kremnitzer, Kathryn, Chaparro, Adrienne, Beeny, Emily, Locke, Nancy, Als, Hilton, and Greenwald, Diana Seave
- Published
- 2024
9. Chronology of Family Events, 1832-1927
- Author
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Pocobene, Gianfranco, Pludermacher, Isolde, Zivkovic, Alex, Wilson-Bareau, Juliet, Scott, Bill, Rodary, Samuel, Kremnitzer, Kathryn, Chaparro, Adrienne, Beeny, Emily, Locke, Nancy, Als, Hilton, and Greenwald, Diana Seave
- Published
- 2024
10. Léon Leenhoff: Model Across Media
- Author
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Pocobene, Gianfranco, Pludermacher, Isolde, Zivkovic, Alex, Wilson-Bareau, Juliet, Scott, Bill, Rodary, Samuel, Kremnitzer, Kathryn, Chaparro, Adrienne, Beeny, Emily, Locke, Nancy, Als, Hilton, and Greenwald, Diana Seave
- Published
- 2024
11. Paris is A Mother
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Pocobene, Gianfranco, Pludermacher, Isolde, Zivkovic, Alex, Wilson-Bareau, Juliet, Scott, Bill, Rodary, Samuel, Kremnitzer, Kathryn, Chaparro, Adrienne, Beeny, Emily, Locke, Nancy, Als, Hilton, and Greenwald, Diana Seave
- Published
- 2024
12. Madame Auguste Manet and the Painting of Modern Life
- Author
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Pocobene, Gianfranco, Pludermacher, Isolde, Zivkovic, Alex, Wilson-Bareau, Juliet, Scott, Bill, Rodary, Samuel, Kremnitzer, Kathryn, Chaparro, Adrienne, Beeny, Emily, Locke, Nancy, Als, Hilton, and Greenwald, Diana Seave
- Published
- 2024
13. Cut Paintings, Illegitimate Children, and Two Exceptional Artists: Edgar Degas and the Manet Family
- Author
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Pocobene, Gianfranco, Pludermacher, Isolde, Zivkovic, Alex, Wilson-Bareau, Juliet, Scott, Bill, Rodary, Samuel, Kremnitzer, Kathryn, Chaparro, Adrienne, Beeny, Emily, Locke, Nancy, Als, Hilton, and Greenwald, Diana Seave
- Published
- 2024
14. Suzanne Leenhoff: Manet's Early Inspiration
- Author
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Pocobene, Gianfranco, Pludermacher, Isolde, Zivkovic, Alex, Wilson-Bareau, Juliet, Scott, Bill, Rodary, Samuel, Kremnitzer, Kathryn, Chaparro, Adrienne, Beeny, Emily, Locke, Nancy, Als, Hilton, and Greenwald, Diana Seave
- Published
- 2024
15. Essays
- Author
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Pocobene, Gianfranco, Pludermacher, Isolde, Zivkovic, Alex, Wilson-Bareau, Juliet, Scott, Bill, Rodary, Samuel, Kremnitzer, Kathryn, Chaparro, Adrienne, Beeny, Emily, Locke, Nancy, Als, Hilton, and Greenwald, Diana Seave
- Published
- 2024
16. Édouard Manet: A Family Story
- Author
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Pocobene, Gianfranco, Pludermacher, Isolde, Zivkovic, Alex, Wilson-Bareau, Juliet, Scott, Bill, Rodary, Samuel, Kremnitzer, Kathryn, Chaparro, Adrienne, Beeny, Emily, Locke, Nancy, Als, Hilton, and Greenwald, Diana Seave
- Published
- 2024
17. Director's Foreword
- Author
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Pocobene, Gianfranco, Pludermacher, Isolde, Zivkovic, Alex, Wilson-Bareau, Juliet, Scott, Bill, Rodary, Samuel, Kremnitzer, Kathryn, Chaparro, Adrienne, Beeny, Emily, Locke, Nancy, Als, Hilton, and Greenwald, Diana Seave
- Published
- 2024
18. Acknowledgments
- Author
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Pocobene, Gianfranco, Pludermacher, Isolde, Zivkovic, Alex, Wilson-Bareau, Juliet, Scott, Bill, Rodary, Samuel, Kremnitzer, Kathryn, Chaparro, Adrienne, Beeny, Emily, Locke, Nancy, Als, Hilton, and Greenwald, Diana Seave
- Published
- 2024
19. Half Title Page, Title Page
- Author
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Pocobene, Gianfranco, Pludermacher, Isolde, Zivkovic, Alex, Wilson-Bareau, Juliet, Scott, Bill, Rodary, Samuel, Kremnitzer, Kathryn, Chaparro, Adrienne, Beeny, Emily, Locke, Nancy, Als, Hilton, and Greenwald, Diana Seave
- Published
- 2024
20. Bulk-edge correspondence and long-range hopping in the topological plasmonic chain
- Author
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Pocock Simon R., Huidobro Paloma A., and Giannini Vincenzo
- Subjects
topological photonics ,bulk-edge correspondence ,topological plasmonics ,Physics ,QC1-999 - Abstract
The existence of topologically protected edge modes is often cited as a highly desirable trait of topological insulators. However, these edge states are not always present. A realistic physical treatment of long-range hopping in a one-dimensional dipolar system can break the symmetry that protects the edge modes without affecting the bulk topological number, leading to a breakdown in bulk-edge correspondence (BEC). Hence, it is important to gain a better understanding of where and how this occurs, as well as how to measure it. Here we examine the behaviour of the bulk and edge modes in a dimerised chain of metallic nanoparticles and in a simpler non-Hermitian next-nearest-neighbour model to provide some insights into the phenomena of bulk-edge breakdown. We construct BEC phase diagrams for the simpler case and use these ideas to devise a measure of symmetry-breaking for the plasmonic system based on its bulk properties. This provides a parameter regime in which BEC is preserved in the topological plasmonic chain, as well as a framework for assessing this phenomenon in other systems.
- Published
- 2019
- Full Text
- View/download PDF
21. Synthetic biology open language visual (SBOL visual) version 2.2
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Baig Hasan, Fontanarrosa Pedro, Kulkarni Vishwesh, McLaughlin James, Vaidyanathan Prashant, Bartley Bryan, Bhatia Swapnil, Bhakta Shyam, Bissell Michael, Clancy Kevin, Cox Robert Sidney, Moreno Angel Goñi, Gorochowski Thomas, Grunberg Raik, Luna Augustin, Madsen Curtis, Misirli Goksel, Nguyen Tramy, Le Novere Nicolas, Palchick Zachary, Pocock Matthew, Roehner Nicholas, Sauro Herbert, Scott-Brown James, Sexton John T., Stan Guy-Bart, Tabor Jeffrey J., Vilar Marta Vazquez, Voigt Christopher A., Wipat Anil, Zong David, Zundel Zach, Beal Jacob, and Myers Chris
- Subjects
diagrams ,sbol visual ,standards ,Biotechnology ,TP248.13-248.65 - Abstract
People who are engineering biological organisms often find it useful to communicate in diagrams, both about the structure of the nucleic acid sequences that they are engineering and about the functional relationships between sequence features and other molecular species. Some typical practices and conventions have begun to emerge for such diagrams. The Synthetic Biology Open Language Visual (SBOL Visual) has been developed as a standard for organizing and systematizing such conventions in order to produce a coherent language for expressing the structure and function of genetic designs. This document details version 2.2 of SBOL Visual, which builds on the prior SBOL Visual 2.1 in several ways. First, the grounding of molecular species glyphs is changed from BioPAX to SBO, aligning with the use of SBO terms for interaction glyphs. Second, new glyphs are added for proteins, introns, and polypeptide regions (e. g., protein domains), the prior recommended macromolecule glyph is deprecated in favor of its alternative, and small polygons are introduced as alternative glyphs for simple chemicals.
- Published
- 2020
- Full Text
- View/download PDF
22. A TEM-traceable physiologically functional gold nanoprobe that permeates non-endocytic cells
- Author
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Berberian MV, Pocognoni CA, and Mayorga LS
- Subjects
human sperm. metallothionein. gold nanoparticles functionalization. cell penetrating peptides. transmission electron microscopy ,Medicine (General) ,R5-920 - Abstract
Maria Victoria Berberian,1 Cristian A Pocognoni,2 Luis S Mayorga1,2 1Institute of Histology and Embryology of Mendoza – CONICET, Facultad de Ciencias Exactas y Naturales, Universidad Nacional de Cuyo, Mendoza, Argentina; 2Institute of Histology and Embryology of Mendoza – CONICET, Facultad de Ciencias Médicas, Universidad Nacional de Cuyo, Mendoza, Argentina Background: Nanoparticles’ intracellular fate requires proper internalization. Most cells make use of a battery of internalization pathways, but some are practically sealed, as they lack the biochemical machinery for cellular intake. Non-endocytic cells, such as mammals’ spermatozoa, challenge standard drug-delivery strategies. Purpose: In this article, we present a gold nanoprobe that permeates the external and internal membranes of human sperm. Methods: Our design makes use of a gold nanoparticle functionalized with a membrane-permeable cysteine-rich recombinant protein. The chimeric protein contains two units of physiologically active metallothioneins (MT) that also provide binding motifs to gold and a cell-penetrating-peptide sequence (CPP) that confers cell permeability to the nanoparticle. Results: Transmission electron microscopy, indirect immunofluorescence, and functional assays show that the nanoprobe is readily internalized in sperm, without compromising cell integrity, while preserving MT’s physiological activity. Our findings highlight the potential of CPP-functionalized nanogold for investigating the physiology of otherwise impermeable non-endocytic cells. Keywords: human sperm, metallothionein, gold nanoparticles functionalization, cell-penetrating peptides, transmission electron microscopy
- Published
- 2018
23. Synthetic Biology Open Language Visual (SBOL Visual) Version 2.1
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Madsen Curtis, Goni Moreno Angel, Palchick Zachary, P Umesh, Roehner Nicholas, Bartley Bryan, Bhatia Swapnil, Bhakta Shyam, Bissell Mike, Clancy Kevin, Cox Robert Sidney, Gorochowski Thomas, Grunberg Raik, Luna Augustin, McLaughlin James, Nguyen Tramy, Le Novere Nicolas, Pocock Matthew, Sauro Herbert, Scott-Brown James, Sexton John T., Stan Guy-Bart, Tabor Jeffrey J., Voigt Christopher A., Zundel Zach, Myers Chris, Beal Jacob, and Wipat Anil
- Subjects
sbol visual ,standards ,diagrams ,Biotechnology ,TP248.13-248.65 - Abstract
People who are engineering biological organisms often find it useful to communicate in diagrams, both about the structure of the nucleic acid sequences that they are engineering and about the functional relationships between sequence features and other molecular species . Some typical practices and conventions have begun to emerge for such diagrams. The Synthetic Biology Open Language Visual (SBOL Visual) has been developed as a standard for organizing and systematizing such conventions in order to produce a coherent language for expressing the structure and function of genetic designs. This document details version 2.1 of SBOL Visual, which builds on the prior SBOL Visual 2.0 standard by expanding diagram syntax to include methods for showing modular structure and mappings between elements of a system, interactions arrows that can split or join (with the glyph at the split or join indicating either superposition or a chemical process), and adding new glyphs for indicating genomic context (e.g., integration into a plasmid or genome) and for stop codons.
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- 2019
- Full Text
- View/download PDF
24. Synthetic Biology Open Language (SBOL) Version 2.3
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Madsen Curtis, Goñi Moreno Angel, P Umesh, Palchick Zachary, Roehner Nicholas, Atallah Christian, Bartley Bryan, Choi Kiri, Cox Robert Sidney, Gorochowski Thomas, Grünberg Raik, Macklin Chris, McLaughlin James, Meng Xianwei, Nguyen Tramy, Pocock Matthew, Samineni Meher, Scott-Brown James, Tarter Ysis, Zhang Michael, Zhang Zhen, Zundel Zach, Beal Jacob, Bissell Michael, Clancy Kevin, Gennari John H., Misirli Goksel, Myers Chris, Oberortner Ernst, Sauro Herbert, and Wipat Anil
- Subjects
synthetic biology ,synthetic biology open language ,standards ,Biotechnology ,TP248.13-248.65 - Abstract
Synthetic biology builds upon the techniques and successes of genetics, molecular biology, and metabolic engineering by applying engineering principles to the design of biological systems. The field still faces substantial challenges, including long development times, high rates of failure, and poor reproducibility. One method to ameliorate these problems is to improve the exchange of information about designed systems between laboratories. The synthetic biology open language (SBOL) has been developed as a standard to support the specification and exchange of biological design information in synthetic biology, filling a need not satisfied by other pre-existing standards. This document details version 2.3.0 of SBOL, which builds upon version 2.2.0 published in last year’s JIB Standards in Systems Biology special issue. In particular, SBOL 2.3.0 includes means of succinctly representing sequence modifications, such as insertion, deletion, and replacement, an extension to support organization and attachment of experimental data derived from designs, and an extension for describing numerical parameters of design elements. The new version also includes specifying types of synthetic biology activities, unambiguous locations for sequences with multiple encodings, refinement of a number of validation rules, improved figures and examples, and clarification on a number of issues related to the use of external ontology terms.
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- 2019
- Full Text
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25. Matching-adjusted indirect comparisons of efficacy of BAY 81-8973 vs two recombinant factor VIII for the prophylactic treatment of severe hemophilia A
- Author
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Pocoski J, Li N, Ayyagari R,Church N, Maas Enriquez M, Xiang Q, Kelkar S, Du EX, Wu EQ, and Xie J
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hemophilia a ,recombinant factor VIII ,annualized bleed rate ,indirect comparison ,efficacy ,prophylaxis ,Diseases of the blood and blood-forming organs ,RC633-647.5 - Abstract
Jennifer Pocoski,1 Nanxin Li,2 Rajeev Ayyagari,2 Nikki Church,1 Monika Maas Enriquez,1 Quer Xiang,2 Sneha Kelkar,3 Ella X Du,2 Eric Q Wu,2 Jipan Xie3 1Bayer HealthCare Pharmaceuticals, Whippany, NJ, 2Analysis Group, Inc., Boston, MA, 3Analysis Group, Inc., New York, NY, USA Background: No head-to-head trials comparing recombinant factor VIII (rFVIII) products currently exist. This was a matching-adjusted indirect comparison (MAIC) study of efficacy of BAY 81-8973 with antihemophilic factor (recombinant) plasma/albumin-free method (rAHF-PFM) and turoctocog alfa for the prophylaxis of severe hemophilia A. Methods: A systematic literature review was conducted to identify trials of rAHF-PFM and turoctocog alfa. Comparisons were conducted using BAY 81-8973 individual patient data (IPD) from LEOPOLD trials and published data from rAHF-PFM and turoctocog alfa trials. Differences in outcome reporting were reconciled using transformation of BAY 81-8973 IPD. Patients in pooled LEOPOLD trials were weighted to match baseline characteristics for rAHF-PFM or turoctocog alfa trials using MAICs. After matching, annualized bleed rates (ABRs) were compared using weighted t-tests. Results: Two rAHF-PFM trials and one turoctocog alfa trial were identified. In these trials, rFVIIIs were dosed thrice weekly or every other day; in LEOPOLD trials, BAY 81-8973 was dosed twice- or thrice weekly. Three MAICs were conducted because the two rAHF-PFM trials calculated ABRs differently, matching for age, race, and weight (turoctocog alfa only). BAY 81-8973 had similar ABR of all bleeds vs rAHF-PFM (two trials: 4.8 vs 6.3, 1.9 vs 1.8 [square root transform]) and lower ABR of spontaneous bleeds and trauma bleeds (2.6 vs 4.1, 2.1 vs 4.7; both P
- Published
- 2016
26. Synthetic Biology Open Language (SBOL) Version 2.2.0
- Author
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Cox Robert Sidney, Madsen Curtis, McLaughlin James Alastair, Nguyen Tramy, Roehner Nicholas, Bartley Bryan, Beal Jacob, Bissell Michael, Choi Kiri, Clancy Kevin, Grünberg Raik, Macklin Chris, Misirli Goksel, Oberortner Ernst, Pocock Matthew, Samineni Meher, Zhang Michael, Zhang Zhen, Zundel Zach, Gennari John H., Myers Chris, Sauro Herbert, and Wipat Anil
- Subjects
synthetic biology ,synthetic biology open language ,standards ,Biotechnology ,TP248.13-248.65 - Abstract
Synthetic biology builds upon the techniques and successes of genetics, molecular biology, and metabolic engineering by applying engineering principles to the design of biological systems. The field still faces substantial challenges, including long development times, high rates of failure, and poor reproducibility. One method to ameliorate these problems would be to improve the exchange of information about designed systems between laboratories. The synthetic biology open language (SBOL) has been developed as a standard to support the specification and exchange of biological design information in synthetic biology, filling a need not satisfied by other pre-existing standards. This document details version 2.2.0 of SBOL that builds upon version 2.1.0 published in last year’s JIB special issue. In particular, SBOL 2.2.0 includes improved description and validation rules for genetic design provenance, an extension to support combinatorial genetic designs, a new class to add non-SBOL data as attachments, a new class for genetic design implementations, and a description of a methodology to describe the entire design-build-test-learn cycle within the SBOL data model.
- Published
- 2018
- Full Text
- View/download PDF
27. Synthetic Biology Open Language Visual (SBOL Visual) Version 2.0
- Author
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Cox Robert Sidney, Madsen Curtis, McLaughlin James, Nguyen Tramy, Roehner Nicholas, Bartley Bryan, Bhatia Swapnil, Bissell Mike, Clancy Kevin, Gorochowski Thomas, Grünberg Raik, Luna Augustin, Le Novère Nicolas, Pocock Matthew, Sauro Herbert, Sexton John T., Stan Guy-Bart, Tabor Jeffrey J., Voigt Christopher A., Zundel Zach, Myers Chris, Beal Jacob, and Wipat Anil
- Subjects
sbol visual ,standards ,diagrams ,Biotechnology ,TP248.13-248.65 - Abstract
People who are engineering biological organisms often find it useful to communicate in diagrams, both about the structure of the nucleic acid sequences that they are engineering and about the functional relationships between sequence features and other molecular species. Some typical practices and conventions have begun to emerge for such diagrams. The Synthetic Biology Open Language Visual (SBOL Visual) has been developed as a standard for organizing and systematizing such conventions in order to produce a coherent language for expressing the structure and function of genetic designs. This document details version 2.0 of SBOL Visual, which builds on the prior SBOL Visual 1.0 standard by expanding diagram syntax to include functional interactions and molecular species, making the relationship between diagrams and the SBOL data model explicit, supporting families of symbol variants, clarifying a number of requirements and best practices, and significantly expanding the collection of diagram glyphs.
- Published
- 2018
- Full Text
- View/download PDF
28. La actividad peroxidasa en caña de azúcar (Saccharum spp): evolución temporal de la reacción y su posible rol en la resistencia a la roya marrón (Puccinia melanocephala, H&P
- Author
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MACHADO ASSEFH, C.R, COLLAVINO, N.G, DAZ, M, POCOVÍ, M, and MARIOTTI, J.
- Subjects
Saccharum sp. ,Puccinia melanocephala ,actividad enzimática ,Agriculture ,Agriculture (General) ,S1-972 - Abstract
La roya marrón de la caña de azúcar, causada por Puccinia melanocephala, es una enfermedad foliar de preocupación en casi todos los países donde se cultiva la caña de azúcar. Los programas de mejoramiento del cultivo se encuentran en la búsqueda de fuentes de resistencia de la planta al patógeno.
- Published
- 2013
29. BacillOndex: An Integrated Data Resource for Systems and Synthetic Biology
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Misirli Goksel, Wipat Anil, Mullen Joseph, James Katherine, Pocock Matthew, Smith Wendy, Allenby Nick, and Hallinan Jennifer S.
- Subjects
Biotechnology ,TP248.13-248.65 - Abstract
BacillOndex is an extension of the Ondex data integration system, providing a semantically annotated, integrated knowledge base for the model Gram-positive bacterium Bacillus subtilis. This application allows a user to mine a variety of B. subtilis data sources, and analyse the resulting integrated dataset, which contains data about genes, gene products and their interactions. The data can be analysed either manually, by browsing using Ondex, or computationally via a Web services interface. We describe the process of creating a BacillOndex instance, and describe the use of the system for the analysis of single nucleotide polymorphisms in B. subtilis Marburg. The Marburg strain is the progenitor of the widely-used laboratory strain B. subtilis 168. We identified 27 SNPs with predictable phenotypic effects, including genetic traits for known phenotypes. We conclude that BacillOndex is a valuable tool for the systems-level investigation of, and hypothesis generation about, this important biotechnology workhorse. Such understanding contributes to our ability to construct synthetic genetic circuits in this organism.
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- 2013
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30. An integrated dataset for in silico drug discovery
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Cockell Simon J, Weile Jochen, Lord Phillip, Wipat Claire, Andriychenko Dmytro, Pocock Matthew, Wilkinson Darren, Young Malcolm, and Wipat Anil
- Subjects
Biotechnology ,TP248.13-248.65 - Abstract
Drug development is expensive and prone to failure. It is potentially much less risky and expensive to reuse a drug developed for one condition for treating a second disease, than it is to develop an entirely new compound. Systematic approaches to drug repositioning are needed to increase throughput and find candidates more reliably. Here we address this need with an integrated systems biology dataset, developed using the Ondex data integration platform, for the in silico discovery of new drug repositioning candidates. We demonstrate that the information in this dataset allows known repositioning examples to be discovered. We also propose a means of automating the search for new treatment indications of existing compounds.
- Published
- 2010
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31. Integration of constraints documented in SBML, SBO, and the SBML Manual facilitates validation of biological models
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Lister Allyson L., Pocock Matthew, and Wipat Anil
- Subjects
Biotechnology ,TP248.13-248.65 - Abstract
The creation of quantitative, simulatable, Systems Biology Markup Language (SBML) models that accurately simulate the system under study is a time-intensive manual process that requires careful checking. Currently, the rules and constraints of model creation, curation, and annotation are distributed over at least three separate documents: the SBML schema document (XSD), the Systems Biology Ontology (SBO), and the “Structures and Facilities for Model Definition” document. The latter document contains the richest set of constraints on models, and yet it is not amenable to computational processing. We have developed a Web Ontology Language (OWL) knowledge base that integrates these three structure documents, and that contains a representative sample of the information contained within them. This Model Format OWL (MFO) performs both structural and constraint integration and can be reasoned over and validated. SBML Models are represented as individuals of OWL classes, resulting in a single computationally amenable resource for model checking. Knowledge that was only accessible to humans is now explicitly and directly available for computational approaches. The integration of all structural knowledge for SBML models into a single resource creates a new style of model development and checking.
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- 2007
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32. Data on the ornithofauna of Lacul Sărat – Grindul Letea (Danube Delta Biosphere Reserve)
- Author
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POCORA Viorel
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ornithology ,ecology ,distribution ,natural means ,anthropic impact ,Grindul Letea ,Ethnology. Social and cultural anthropology ,GN301-674 ,Science ,Science (General) ,Q1-390 - Abstract
The present paper provides data on the ornithofauna of Lacul Sărat, a lake of about 180 ha located on Letea marine levee (Danube Delta). Investigations have been carried out during 3 years (between September 2003 and December 2006). Lacul Sărat represents an important nesting and feeding place for the ornithofauna of the Letea marine levee. Here there have been recorded 114 bird species, out of which 71 nesting species, 21 passing trough species and 22 species that are using the lake just for as feedind and resting area.
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- 2007
33. Potential of HVAC and solar technologies for hospital retrofit to reduce heating energy consumption
- Author
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Pop Octavian G., Abrudan Ancuta C., Adace Dan S., Pocola Adrian G., and Balan Mugur C.
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Environmental sciences ,GE1-350 - Abstract
The study presents a combination of several energy efficient technologies together with their potential to reduce the energy consumption and to increase the comfort through the retrofit of a hospital building. The existing situation is characterized by an old and inefficient heating system, by the complete missing of any ventilation and by no cooling. The retrofit proposal includes thermal insulation and a distributed HVAC system consisting of several units that includes air to air heat exchangers and air to air heat pumps. A condensing boiler was also considered for heating. A solar thermal system for preparing domestic hot water and a solar photovoltaic system to assist the HVAC units are also proposed. Heat transfer principles are used for modelling the thermal response of the building to the environmental parameters and thermodynamic principles are used for modelling the behaviour of HVAC, solar thermal system and photovoltaic system. All the components of the heating loads were determined for one year period. The study reveals the capacity of the proposed systems to provide ventilation and thermal comfort with a global reduction of energy consumption of 71.6 %.
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- 2018
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34. Experience collecting interim data on mortality: an example from the RALES study
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Kulbertus Henri, Furberg Curt D, Boissel Jean-Pierre, Julian Desmond, Asner Debra, Palensky Jolie, Wittes Janet, Pocock Stuart, and Roniker Barbara
- Subjects
data safety monitoring boards ,data sweeps ,interim analysis ,randomized clinical trials ,Medicine (General) ,R5-920 - Abstract
Abstract Introduction The Randomized Aldactone Evaluation Study (RALES) randomized 822 patients to receive 25 mg spironolactone daily and 841 to receive placebo. The primary endpoint was death from all causes. Randomization began on March 24, 1995; recruitment was completed on December 31, 1996; follow-up was scheduled to continue through December 31, 1999. Evidence of a sizeable benefit on mortality emerged early in the RALES. The RALES data safety monitoring board (DSMB), which met semiannually throughout the trial, used a prespecified statistical guideline to recommend stopping for efficacy. At the DSMB's request, its meetings were preceded by an 'endpoint sweep', that is, a census of all participants to confirm their vital status. Methods We used computer simulation to evaluate the effect of the sweeps. Results The sweeps led to an estimated 5 to 8% increase in the number of reported deaths at the fourth and fifth interim analyses. The data crossed the statistical boundary at the fifth interim analysis. If investigators had reported all deaths within the protocol-required 24-h window, the DSMB might have recommended stopping after the fourth interim analysis. Discussion Although endpoint sweeps can cause practical problems at the clinical centers, sweeps are very useful if the intervals between patient visits or contact are long or if endpoints require adjudication by committee, reading center, or central laboratory. Conclusion We recommend that trials with interim analyses institute active reporting of the primary endpoints and endpoint sweeps.
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- 2001
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35. Wnt3a induces exosome secretion from primary cultured rat microglia
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Hooper Claudie, Sainz-Fuertes Ricardo, Lynham Steven, Hye Abdul, Killick Richard, Warley Alice, Bolondi Cecilia, Pocock Jennifer, and Lovestone Simon
- Subjects
Wnt3a ,Glycogen synthase kinase ,Microglia ,Exosomes ,Signaling ,Proteomic ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 ,Neurophysiology and neuropsychology ,QP351-495 - Abstract
Abstract Background Microglia, the immune effector cells of the CNS and the signaling molecule Wnt, both play critical roles in neurodevelopment and neurological disease. Here we describe the inducible release of exosomes from primary cultured rat microglia following treatment with recombinant carrier-free Wnt3a. Results Wnt3a was internalised into microglia, being detectable in early endosomes, and secreted in exosomes through a GSK3-independent mechanism. Electron microscopy demonstrated that exosomes were elliptical, electron-dense (100 nm) vesicles that coalesced with time in vitro. In contrast to microglia, primary cortical neurons released exosomes constitutively and the quantity of exosomes released was not altered by Wnt3a treatment. The proteomic profile of the microglial-derived exosomes was characterised using liquid chromatography-tandem mass spectrometry (LC/MS/MS) and the vesicles were found to be associated with proteins involved in cellular architecture, metabolism, protein synthesis and protein degradation including β-actin, glyceraldehyde-3-phosphate dehydrogenase, ribosomal subunits and ubiquitin (45 proteins in total). Unlike lipopolysaccharide, Wnt3a did not induce a neurotoxic, pro-inflammatory phenotype in primary microglia. Conclusion These findings reveal a novel mechanism through which Wnt3a signals in microglia resulting in the release of exosomes loaded with proteinaceous cargo.
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- 2012
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36. Mapping the genetic and clinical characteristics of Gaucher disease in the Iberian Peninsula
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Giraldo Pilar, Alfonso Pilar, Irún Pilar, Gort Laura, Chabás Amparo, Vilageliu Lluïsa, Grinberg Daniel, Sá Miranda Clara M, and Pocovi Miguel
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Gaucher disease ,Glucocerebrosidase ,Phenotype ,Genotyping ,Iberian Peninsula ,Medicine - Abstract
Abstract Background Gaucher disease (GD) is due to deficiency of the glucocerebrosidase enzyme. It is panethnic, but its presentation reveals ethnicity-specific characteristics. Methods We evaluated the distribution, and clinical and genetic characteristics of GD patients in the Iberian Peninsula (IP). We analysed geographical distribution, demographic, genetic and clinical data, age at diagnosis, type, and years of therapy in 436 GD patients from the IP. Results The prevalence of GD was 1/149,000 inhabitants; 88.3% were type 1, 6.7% type 2, and 5.0% type 3. The mean age at diagnosis in type 1 was 28.7 years. A total of 72.7% were classified as having mild forms, 25.5% moderate, and 1.7% severe. Anemia and thrombocytopenia were present in 56% and 55%, respectively. Bone disease and hepatomegaly were reported in 62% and 68%, respectively, and were more likely in asplenic than in non-splenectomized patients. Sixty-nine mutant alleles were identified, and five mutations accounted for 75% of the GBA alleles. Several patients described in our series had interesting phenotypes. A total of 58.7% of patients had received enzyme replacement therapy and 12.6% were treated with miglustat. Conclusions A broad spectrum of GBA mutations is present in the IP, with 98.2% of type 1 GD being mild and 23.0% never treated. These data highlight genetic and phenotypic heterogeneities among geographic populations.
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- 2012
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37. Loop-mediated isothermal amplification (LAMP) assays for the species-specific detection of Eimeria that infect chickens
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Blake Damer P, Vrba Vladimir, Pocock Rebecca L, and Barkway Christopher P
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Veterinary medicine ,SF600-1100 - Abstract
Abstract Background Eimeria parasites can cause the disease coccidiosis in poultry and even subclinical infection can incur economic loss. Diagnosis of infection predominantly relies on traditional techniques including lesion scoring and faecal microscopy despite the availability of sensitive molecular assays, largely due to cost and the requirement for specialist equipment. Despite longstanding proven efficacy these traditional techniques demand time and expertise, can be highly subjective and may under-diagnose subclinical disease. Recognition of the tight economic margins prevailing in modern poultry production and the impact of avian coccidiosis on poverty in many parts of the world has highlighted a requirement for a panel of straightforward and sensitive, but cost-effective, Eimeria species-specific diagnostic assays. Results Loop-mediated isothermal amplification (LAMP) is an uncomplicated, quick and relatively inexpensive diagnostic tool. In this study we have developed a panel of species-specific LAMP assays targeting the seven Eimeria species that infect the chicken. Each assay has been shown to be genuinely species-specific with the capacity to detect between one and ten eimerian genomes, equivalent to less than a single mature schizont. Development of a simple protocol for template DNA preparation from tissue collected post mortem with no requirement for specialist laboratory equipment supports the use of these assays in routine diagnosis of eimerian infection. Preliminary field testing supports this hypothesis. Conclusions Development of a panel of sensitive species-specific LAMP assays introduces a valuable new cost-effective tool for use in poultry husbandry.
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- 2011
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38. Medical tourism and policy implications for health systems: a conceptual framework from a comparative study of Thailand, Singapore and Malaysia
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Phua Kai Hong and Pocock Nicola S
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Public aspects of medicine ,RA1-1270 - Abstract
Abstract Medical tourism is a growing phenomenon with policy implications for health systems, particularly of destination countries. Private actors and governments in Southeast Asia are promoting the medical tourist industry, but the potential impact on health systems, particularly in terms of equity in access and availability for local consumers, is unclear. This article presents a conceptual framework that outlines the policy implications of medical tourism's growth for health systems, drawing on the cases of Thailand, Singapore and Malaysia, three regional hubs for medical tourism, via an extensive review of academic and grey literature. Variables for further analysis of the potential impact of medical tourism on health systems are also identified. The framework can provide a basis for empirical, in country studies weighing the benefits and disadvantages of medical tourism for health systems. The policy implications described are of particular relevance for policymakers and industry practitioners in other Southeast Asian countries with similar health systems where governments have expressed interest in facilitating the growth of the medical tourist industry. This article calls for a universal definition of medical tourism and medical tourists to be enunciated, as well as concerted data collection efforts, to be undertaken prior to any meaningful empirical analysis of medical tourism's impact on health systems.
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- 2011
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39. The DBCLS BioHackathon: standardization and interoperability for bioinformatics web services and workflows. The DBCLS BioHackathon Consortium
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Katayama Toshiaki, Arakawa Kazuharu, Nakao Mitsuteru, Ono Keiichiro, Aoki-Kinoshita Kiyoko F, Yamamoto Yasunori, Yamaguchi Atsuko, Kawashima Shuichi, Chun Hong-Woo, Aerts Jan, Aranda Bruno, Barboza Lord, Bonnal Raoul JP, Bruskiewich Richard, Bryne Jan C, Fernández José M, Funahashi Akira, Gordon Paul MK, Goto Naohisa, Groscurth Andreas, Gutteridge Alex, Holland Richard, Kano Yoshinobu, Kawas Edward A, Kerhornou Arnaud, Kibukawa Eri, Kinjo Akira R, Kuhn Michael, Lapp Hilmar, Lehvaslaiho Heikki, Nakamura Hiroyuki, Nakamura Yasukazu, Nishizawa Tatsuya, Nobata Chikashi, Noguchi Tamotsu, Oinn Thomas M, Okamoto Shinobu, Owen Stuart, Pafilis Evangelos, Pocock Matthew, Prins Pjotr, Ranzinger René, Reisinger Florian, Salwinski Lukasz, Schreiber Mark, Senger Martin, Shigemoto Yasumasa, Standley Daron M, Sugawara Hideaki, Tashiro Toshiyuki, Trelles Oswaldo, Vos Rutger A, Wilkinson Mark D, York William, Zmasek Christian M, Asai Kiyoshi, and Takagi Toshihisa
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Computer applications to medicine. Medical informatics ,R858-859.7 - Abstract
Abstract Web services have become a key technology for bioinformatics, since life science databases are globally decentralized and the exponential increase in the amount of available data demands for efficient systems without the need to transfer entire databases for every step of an analysis. However, various incompatibilities among database resources and analysis services make it difficult to connect and integrate these into interoperable workflows. To resolve this situation, we invited domain specialists from web service providers, client software developers, Open Bio* projects, the BioMoby project and researchers of emerging areas where a standard exchange data format is not well established, for an intensive collaboration entitled the BioHackathon 2008. The meeting was hosted by the Database Center for Life Science (DBCLS) and Computational Biology Research Center (CBRC) and was held in Tokyo from February 11th to 15th, 2008. In this report we highlight the work accomplished and the common issues arisen from this event, including the standardization of data exchange formats and services in the emerging fields of glycoinformatics, biological interaction networks, text mining, and phyloinformatics. In addition, common shared object development based on BioSQL, as well as technical challenges in large data management, asynchronous services, and security are discussed. Consequently, we improved interoperability of web services in several fields, however, further cooperation among major database centers and continued collaborative efforts between service providers and software developers are still necessary for an effective advance in bioinformatics web service technologies.
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- 2010
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40. Effect of the addition of rosiglitazone to metformin or sulfonylureas versus metformin/sulfonylurea combination therapy on ambulatory blood pressure in people with type 2 diabetes: A randomized controlled trial (the RECORD study)
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Zambanini Andrew, Pocock Stuart J, Beck-Nielsen Henning, Hanefeld Markolf, Curtis Paula, Komajda Michel, Jones Nigel P, Gomis Ramon, and Home Philip D
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Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Abstract Background Hypertension and type 2 diabetes are common co-morbidities. Preliminary studies suggest that thiazolidinediones reduce blood pressure (BP). We therefore used ambulatory BP to quantify BP lowering at 6–12 months with rosiglitazone used in combination with metformin or sulfonylureas compared to metformin and sulfonylureas in people with type 2 diabetes. Methods Participants (n = 759) in the multicentre RECORD study were studied. Those taking metformin were randomized (open label) to add-on rosiglitazone or sulfonylureas, and those on sulfonylurea to add-on rosiglitazone or metformin. Results 24-Hour ambulatory BP was measured at baseline, 6 months and 12 months. At 6 and 12 months, reductions in 24-hour ambulatory systolic BP (sBP) were greater with rosiglitazone versus metformin (difference at 6 months 2.7 [95% CI 0.5–4.9] mmHg, p = 0.015; 12 months 2.5 [95% CI 0.2–4.8] mmHg, p = 0.031). Corresponding changes for ambulatory diastolic BP (dBP) were comparable (6 months 2.7 [95% CI 1.4–4.0] mmHg, p < 0.001; 12 months 3.1 [95% CI 1.8–4.5] mmHg, p < 0.001). Similar differences were observed for rosiglitazone versus sulfonylureas at 12 months (sBP 2.7 [95% CI 0.5–4.9] mmHg, p = 0.016; dBP 2.1 [95% CI 0.7–3.4] mmHg, p = 0.003), but differences were smaller and/or not statistically significant at 6 months (sBP 1.5 [95% CI -0.6 to 3.6] mmHg, p = NS; dBP 1.3 [95% CI 0.0–2.5] mmHg, p = 0.049). Changes in BP were not accompanied by compensatory increases in heart rate, did not correlate with basal insulin sensitivity estimates and were not explained by changes in antihypertensive therapy between the various strata. Conclusion When added to metformin or a sulfonylurea, 12-month treatment with rosiglitazone reduces ambulatory BP to a greater extent than when metformin and a sulfonylurea are combined. Trial registration NCT00379769 http://clinicaltrials.gov/
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- 2008
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41. Figures in clinical trial reports: current practice & scope for improvement
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Travison Thomas G, Pocock Stuart J, and Wruck Lisa M
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Medicine (General) ,R5-920 - Abstract
Abstract Background Most clinical trial publications include figures, but there is little guidance on what results should be displayed as figures and how. Purpose To evaluate the current use of figures in Trial reports, and to make constructive suggestions for future practice. Methods We surveyed all 77 reports of randomised controlled trials in five general medical journals during November 2006 to January 2007. The numbers and types of figures were determined, and then each Figure was assessed for its style, content, clarity and suitability. As a consequence, guidelines are developed for presenting figures, both in general and for each specific common type of Figure. Results Most trial reports contained one to three figures, mean 2.3 per article. The four main types were flow diagram, Kaplan Meier plot, Forest plot (for subgroup analyses) and repeated measures over time: these accounted for 92% of all figures published. For each type of figure there is a considerable diversity of practice in both style and content which we illustrate with selected examples of both good and bad practice. Some pointers on what to do, and what to avoid, are derived from our critical evaluation of these articles' use of figures. Conclusion There is considerable scope for authors to improve their use of figures in clinical trial reports, as regards which figures to choose, their style of presentation and labelling, and their specific content. Particular improvements are needed for the four main types of figures commonly used.
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- 2007
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42. Location of residence associated with the likelihood of patient visit to the preoperative assessment clinic
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Lemaire Jane B, Pocobelli Gaia, Beck Cynthia A, Seidel Judy E, Bugar Jennifer M, Quan Hude, and Ghali William A
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Public aspects of medicine ,RA1-1270 - Abstract
Abstract Background Outpatient preoperative assessment clinics were developed to provide an efficient assessment of surgical patients prior to surgery, and have demonstrated benefits to patients and the health care system. However, the centralization of preoperative assessment clinics may introduce geographical barriers to utilization that are dependent on where a patient lives with respect to the location of the preoperative assessment clinic. Methods The association between geographical distance from a patient's place of residence to the preoperative assessment clinic, and the likelihood of a patient visit to the clinic prior to surgery, was assessed for all patients undergoing surgery at a tertiary health care centre in a major Canadian city. The odds of attending the preoperative clinic were adjusted for patient characteristics and clinical factors. Results Patients were less likely to visit the preoperative assessment clinic prior to surgery as distance from the patient's place of residence to the clinic increased (adjusted OR = 0.52, 95% CI 0.44–0.63 for distances between 50–100 km, and OR = 0.26, 95% CI 0.21–0.31 for distances greater than 250 km). This 'distance decay' effect was remarkable for all surgical specialties. Conclusion The present study demonstrates that the likelihood of a patient visiting the preoperative assessment clinic appears to depend on the geographical location of patients' residences. Patients who live closest to the clinic tend to be seen more often than patients who live in rural and remote areas. This observation may have implications for achieving the goals of equitable access, and optimal patient care and resource utilization in a single universal insurer health care system.
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- 2006
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43. Bone mineral density, body mass index and cigarette smoking among Iranian women: implications for prevention
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Nguyen Nguyen D, Eisman John A, Pocock Nicholas A, Baheiraei Azam, and Nguyen Tuan V
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Diseases of the musculoskeletal system ,RC925-935 - Abstract
Abstract Background While risk factors of osteoporosis in Western populations have been extensively documented, such a profile has not been well studied in Caucasians of non-European origin. This study was designed to estimate the modifiable distribution and determinants of bone mineral density (BMD) among Iranian women in Australia. Methods Ninety women aged 35 years and older completed a questionnaire on socio-demographic and lifestyle factors. BMD was measured at the lumbar spine (LS) and femoral neck (FN) using DXA (GE Lunar, WI, USA), and was expressed in g/cm2 as well as T-score. Results In multiple regression analysis, advancing age, lower body mass index (BMI), and smoking were independently associated with LS and FN BMD, with the 3 factors collectively accounting for 30% and 38% variance of LS and FN BMD, respectively. LS and FN BMD in smokers was 8% lower than that in non-smokers. Further analysis of interaction between BMI and smoking revealed that the effect of smoking was only observed in the obese group (p = 0.029 for LSBMD and p = 0.007 for FNBMD), but not in the overweight and normal groups. Using T-scores from two bone sites the prevalence of osteoporosis (T-scores ≤ -2.5) was 3.8% and 26.3% in pre-and post-menopausal women, respectively. Among current smokers, the prevalence was higher (31.3%) than that among ex-smokers (28.6%) and non-smokers (7.5%). Conclusion These data, for the first time, indicate that apart from advancing age and lower body mass index, cigarette smoking is an important modifiable determinant of bone mineral density in these Caucasians of non-European origin.
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- 2005
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44. A national survey on the patterns of treatment of inflammatory bowel disease in Canada
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Best Allan, Verhoef Marja J, Hilsden Robert J, and Pocobelli Gaia
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Diseases of the digestive system. Gastroenterology ,RC799-869 - Abstract
Abstract Background There is a general lack of information on the care of inflammatory bowel disease (IBD) in a broad, geographically diverse, non-clinic population. The purposes of this study were (1) to compare a sample drawn from the membership of a national Crohn's and Colitis Foundation to published clinic-based and population-based IBD samples, (2) to describe current patterns of health care use, and (3) to determine if unexpected variations exist in how and by whom IBD is treated. Methods Mailed survey of 4453 members of the Crohn's and Colitis Foundation of Canada. The questionnaire, in members stated language of preference, included items on demographic and disease characteristics, general health behaviors and current and past IBD treatment. Each member received an initial and one reminder mailing. Results Questionnaires were returned by 1787, 913, and 128 people with Crohn's disease, ulcerative colitis and indeterminate colitis, respectively. At least one operation had been performed on 1159 Crohn's disease patients, with risk increasing with duration of disease. Regional variation in surgical rates in ulcerative colitis patients was identified. 6-Mercaptopurine/Azathioprine was used by 24% of patients with Crohn's disease and 12% of patients with ulcerative colitis (95% CI for the difference: 8.9% – 15%). In patients with Crohn's disease, use was not associated with gender, income or region of residence but was associated with age and markers of disease activity. Infliximab was used by 112 respondents (4%), the majority of whom had Crohn's disease. Variations in infliximab use based on region of residence and income were not seen. Sixty-eight percent of respondents indicated that they depended most on a gastroenterologist for their IBD care. There was significant regional variation in this. However, satisfaction with primary physician did not depend on physician type (for example, gastroenterologist versus general practitioner). Conclusion This study achieved the goal of obtaining a large, geographically diverse sample that is more representative of the general IBD population than a clinic sample would have been. We could find no evidence of significant regional variation in medical treatments due to gender, region of residence or income level. Differences were noted between different age groups, which deserves further attention.
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- 2003
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45. Empirical analysis of Binding Precedent efficiency in the Brazilian Supreme Court via Similar Case Retrieval
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Tinarrage, Raphaël, Ennes, Henrique, Resck, Lucas E., Gomes, Lucas T., Ponciano, Jean R., and Poco, Jorge
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Computer Science - Computation and Language ,Computer Science - Artificial Intelligence ,Computer Science - Information Retrieval ,Computer Science - Machine Learning ,68T50 (Primary), 68T07 (Secondary) - Abstract
Binding precedents (S\'umulas Vinculantes) constitute a juridical instrument unique to the Brazilian legal system and whose objectives include the protection of the Federal Supreme Court against repetitive demands. Studies of the effectiveness of these instruments in decreasing the Court's exposure to similar cases, however, indicate that they tend to fail in such a direction, with some of the binding precedents seemingly creating new demands. We empirically assess the legal impact of five binding precedents, 11, 14, 17, 26 and 37, at the highest court level through their effects on the legal subjects they address. This analysis is only possible through the comparison of the Court's ruling about the precedents' themes before they are created, which means that these decisions should be detected through techniques of Similar Case Retrieval. The contributions of this article are therefore twofold: on the mathematical side, we compare the uses of different methods of Natural Language Processing -- TF-IDF, LSTM, BERT, and regex -- for Similar Case Retrieval, whereas on the legal side, we contrast the inefficiency of these binding precedents with a set of hypotheses that may justify their repeated usage. We observe that the deep learning models performed significantly worse in the specific Similar Case Retrieval task and that the reasons for binding precedents to fail in responding to repetitive demand are heterogeneous and case-dependent, making it impossible to single out a specific cause., Comment: 54 pages, 22 figures
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- 2024
46. Assessing timber trade networks and supply chains in Brazil
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Nonato, Luis Gustavo, Russo, Victor, Costa, Bernardo, Moreno-Vera, Felipe, Toledo, Guilherme, de Jesus, Osni Brito, Vieira, Robson, Lentini, Marco, and Poco, Jorge
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- 2025
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47. Exploring the Trade-off Between Model Performance and Explanation Plausibility of Text Classifiers Using Human Rationales
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Resck, Lucas E., Raimundo, Marcos M., and Poco, Jorge
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Computer Science - Computation and Language ,Computer Science - Artificial Intelligence ,Computer Science - Machine Learning - Abstract
Saliency post-hoc explainability methods are important tools for understanding increasingly complex NLP models. While these methods can reflect the model's reasoning, they may not align with human intuition, making the explanations not plausible. In this work, we present a methodology for incorporating rationales, which are text annotations explaining human decisions, into text classification models. This incorporation enhances the plausibility of post-hoc explanations while preserving their faithfulness. Our approach is agnostic to model architectures and explainability methods. We introduce the rationales during model training by augmenting the standard cross-entropy loss with a novel loss function inspired by contrastive learning. By leveraging a multi-objective optimization algorithm, we explore the trade-off between the two loss functions and generate a Pareto-optimal frontier of models that balance performance and plausibility. Through extensive experiments involving diverse models, datasets, and explainability methods, we demonstrate that our approach significantly enhances the quality of model explanations without causing substantial (sometimes negligible) degradation in the original model's performance., Comment: 27 pages, 22 figures, 8 tables; to appear in NAACL Findings 2024; code and data available at https://github.com/visual-ds/plausible-nlp-explanations
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- 2024
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48. Adverse Childhood Experiences Predicting Psychological Distress among Black Youth: Exploring Self-Control as a Moderator
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Hicks, Megan R., Smith-Darden, Joanne, Johns, Shantalea, and Kernsmith, Poco
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- 2024
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49. Biodiesel production from vegetal oil and ethanol via transesterification in supercritical conditions
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Neto, Victor Sidi, Derenzo, Silas, de Araujo Marin, Maristhela Passoni, Novazzi, Luis Fernando, and Poco, Joao Guilherme Rocha
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- 2024
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50. Mining Pareto-optimal counterfactual antecedents with a branch-and-bound model-agnostic algorithm
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Raimundo, Marcos M., Nonato, Luis Gustavo, and Poco, Jorge
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- 2024
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