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Flavonoids are a key class of polyphenols, i.e., phytochemical compounds present in foods and beverages, which have been described as having health benefits in preventing several chronic diseases. Estimating flavonoid intake has already been conducted in several countries but has yet to be performed in Portugal. This study included 5,005 participants aged 3-84 years and aimed to estimate dietary flavonoid intake in the Portuguese population, using data from the National Food and Physical Activity Survey 2015-2016, providing information on intake, main food contributors, and the socio-demographic factors associated with the intake. Food intake data from the Survey was converted to flavonoid intake using a database built to include the most updated USDA databases on flavonoids, isoflavones and proanthocyanidins, and the Phenol-Explorer database. The rationale for combining food consumption data and different flavonoid databases using the FoodEx2 classification system was established. Linear regressions assessed the associations between socio-demographic factors and dietary flavonoid intake. The total flavonoid intake of the Portuguese population was estimated to be 107.3 mg/day. Flavanols were the most representative subclass, followed by flavonols, anthocyanidins, flavanones, flavones and isoflavones. Fruits and vegetables were the primary food contributors, providing 31.5% and 12.4% of the total flavonoid intake. Adolescents had the lowest total flavonoid intake, and older adults had the highest. This study provides information on the Portuguese population’s dietary flavonoids, allowing for international comparisons. It can also streamline forthcoming investigations into the link between flavonoid consumption and its impact on health, contributing to the future establishment of dietary reference values.
There has been a growing recognition of the significant role played by the human gut microbiota in altering the bioavailability as well as the pharmacokinetic and pharmacodynamic aspects of orally ingested xenobiotic and biotic molecules. The determination of species-specific contributions to the metabolism of biotic and xenobiotic molecules has the potential to aid in the development of new therapeutic and nutraceutical molecules that can modulate human gut microbiota. Here we present “GutBugDB,” an open-access digital repository that provides information on potential gut microbiome-mediated biotransformation of biotic and xenobiotic molecules using the predictions from the GutBug tool. This database is constructed using metabolic proteins from 690 gut bacterial genomes and 363,872 protein enzymes assigned with their EC numbers (with representative Expasy ID and domains present). It provides information on gut microbiome enzyme-mediated metabolic biotransformation for 1439 FDA-approved drugs and nutraceuticals. GutBugDB is publicly available at https://metabiosys.iiserb.ac.in/gutbugdb/.
It is vital that horizon scanning organizations can capture and disseminate intelligence on new and repurposed medicines in clinical development. To our knowledge, there are no standardized classification systems to capture this intelligence. This study aims to create a novel classification system to allow new and repurposed medicines horizon scanning intelligence to be disseminated to healthcare organizations.
Methods
A multidisciplinary working group undertook literature searching and an iterative, three-stage piloting process to build consensus on a classification system. Supplementary data collection was carried out to facilitate the implementation and validation of the system on the National Institute of Health and Care Research (NIHR) Innovation Observatory (IO)‘s horizon scanning database, the Medicines Innovation Database (MInD).
Results
Our piloting process highlighted important issues such as the patency and regulatory approval status of individual medicines and how combination therapies interact with these characteristics. We created a classification system with six values (New Technology, Repurposed Technology (Off-patent/Generic), Repurposed Technology (On-patent/Branded), Repurposed Technology (Never commercialised), New + Repurposed Technology (Combinations-only), Repurposed Technology (Combinations-only)) that account for these characteristics to provide novel horizon scanning insights. We validated our system through application to over 20,000 technology records on the MInD.
Conclusions
Our system provides the opportunity to deliver concise yet informative intelligence to healthcare organizations and those studying the clinical development landscape of medicines. Inbuilt flexibility and the use of publicly available data sources ensure that it can be utilized by all, regardless of location or resource availability.
Conversation Analysis usually involves collecting, organizing, and analyzing audiovisual data clips and transcripts. In this chapter, we provide guidance based on common CA research practices for making, naming, and organizing clips. We provide examples of both digital and analog tools and methods for preparing, manipulating, and reviewing transcripts and data throughout the analytic research cycle. Finally, we discuss common data management techniques for protecting participant privacy by masking voices, faces, and other identifiable features before sharing clips and transcripts e.g., during CA data sessions. This chapter aims to support CA researchers who have already collected and organized their field recordings, and are ready to start making, sharing, and analyzing collections of clips.
In the past decades, a backlash against globalization has been brewing, especially in advanced economies. Despite this backlash being only partly determined by trade, we observe an increasing demand for transparency on procedures, methodologies, and results. Impact assessments (IAs) aim at identifying expected effects of trade agreements and at highlighting policymakers' concerns, thus representing an important tool to foster public acceptance. To help us identify spillovers of trade liberalization, we construct a country and sector-specific database of impact assessments. This database provides an overview of the evolution of the coverage and methodological approaches taken by the EU and US for their IAs. We rely on official EU and US sources over the period 1990–2023. We first observe differences in terms of methodology and institutional framework within and between the two regions. Secondly, the coverage of non-trade outcomes has evolved over time both for the EU and the US, with the inclusion of more labour, environmental, and human rights indicators as well as cross-cutting issues. We observe that the depth of the evaluation is correlated with the partner country's social protection and environmental performance. Lastly, we find that the inclusion of a sector in the analysis is driven by economic reasons in the EU but by political reasons in the US.
The purpose of this short research note is to draw attention to two major pitfalls of working with databases of decisions of the Court of Justice of the European Union. The first one is technical in nature and relates to the discrepant coverage of the Curia and Eur-Lex databases. The second one is linguistic in nature and relates to the fact that most scholars using these databases work in English. New work on this front is capable of addressing the first issue but a change to research practices would be required to address the second.
Advances in comparative ageing research strongly depend on data quality and quantity. Across the world, zoos and aquariums gather data on the physiology, morphology, health and demography of the animals under their care to facilitate their management. Many of these data are hosted in a centralized database, the Species360 Zoological Information Management System (ZIMS). As of 2022, ZIMS held records on ~10 million individuals across 22,000 species and over 1200 member institutions, with historical animal records dating back to the mid-1800s. These millions of age-specific data could enable analyses testing hypotheses at individual and species levels and between species with vastly different life history strategies. This chapter summarizes the diversity of questions (ranging from evolutionary theories to mechanistic hypotheses) for ageing research that could be addressed using data from zoo and aquarium populations. In addition, many of these studies could inform the management and conservation of animals, not only in zoos and aquariums, but also in the wild.
This chapter introduces a database on the international spread of uranium enrichment and plutonium reprocessing facilities. This database identifies countries with nuclear latency and serves as the basis for the empirical analyses carried out in the book.
This chapter provides an overview of the process of conceiving, researching, editing, and publishing dictionaries, both synchronic (or commercial) and historical. Discussed methods and tools for making dictionaries range from traditional hand-copying of citations from print books and paper-and-pencil editing to sophisticated electronic technologies like databases, corpora, concordances, and networked editing software. The chapter shows how editorial conception of the needs and sophistication of the end user largely determines the dictionary’s length and headword list as well as the format, defining style, and level of detail in entries. The chapter goes on to examine how the pressures of commercial publishing, with its looming deadlines and pressing need to recoup investment by profits from sales, affect the scope of dictionaries and the amount of time editors can devote to a project, and how these pressures differ from those affecting longer-trajectory, typically grant-funded historical dictionaries. Assessing the consequent challenges for managing and motivating people working in these two very different situations, what may be the most important factor in a project’s success, concludes the survey of dictionary editing.
Society of Thoracic Surgeons Congenital Heart Surgery Database is the largest congenital heart surgery database worldwide but does not provide information beyond primary episode of care. Linkage to hospital electronic health records would capture complications and comorbidities along with long-term outcomes for patients with CHD surgeries. The current study explores linkage success between Society of Thoracic Surgeons Congenital Heart Surgery Database and electronic health record data in North Carolina and Georgia.
Methods:
The Society of Thoracic Surgeons Congenital Heart Surgery Database was linked to hospital electronic health records from four North Carolina congenital heart surgery using indirect identifiers like date of birth, sex, admission, and discharge dates, from 2008 to 2013. Indirect linkage was performed at the admissions level and compared to two other linkages using a “direct identifier,” medical record number: (1) linkage between Society of Thoracic Surgeons Congenital Heart Surgery Database and electronic health records from a subset of patients from one North Carolina institution and (2) linkage between Society of Thoracic Surgeons data from two Georgia facilities and Georgia’s CHD repository, which also uses direct identifiers for linkage.
Results:
Indirect identifiers successfully linked 79% (3692/4685) of Society of Thoracic Surgeons Congenital Heart Surgery Database admissions across four North Carolina hospitals. Direct linkage techniques successfully matched Society of Thoracic Surgeons Congenital Heart Surgery Database to 90.2% of electronic health records from the North Carolina subsample. Linkage between Society of Thoracic Surgeons and Georgia’s CHD repository was 99.5% (7,544/7,585).
Conclusions:
Linkage methodology was successfully demonstrated between surgical data and hospital-based electronic health records in North Carolina and Georgia, uniting granular procedural details with clinical, developmental, and economic data. Indirect identifiers linked most patients, consistent with similar linkages in adult populations. Future directions include applying these linkage techniques with other data sources and exploring long-term outcomes in linked populations.
Organizations supporting translational research and translational science, including Clinical and Translational Science Award (CTSA) hubs, provide a diverse and often changing array of resources, support, and services to a myriad of researchers and research efforts. While a wide-ranging scope of programs is essential to the advancement of translational research and science, it also complicates a systematic and unified process for tracking activities, studying research processes, and examining impact. To overcome these challenges, the Duke University School of Medicine’s CTSA hub created a data platform, Translational Research Accomplishment Cataloguer (TRACER), that provides capacity to enhance strategic decision-making, impact assessment, and equitable resource distribution. This article reviews TRACER development processes, provides an overview of the TRACER platform, addresses challenges in the development process, and describes avenues for addressing or overcoming these challenges. TRACER development allowed our hub to conceptually identify key processes and goals within programs and linkages between programs, and it sets the stage for advancing evidence-based improvement across our hub. This platform development provides key insight into facilitators that can inform other initiatives seeking to collect and align organizational data for strategic decision-making and impact assessment. TRACER or similar platforms are additionally well positioned to advance the study of translational science.
Archaeologists seek to improve our understanding of the past by studying, preserving, protecting, and sharing nonreplaceable archaeological resources. Archaeological collections hold information that can assist these aims as long as they are properly cared for, identified, and accessible. One of the most serious barriers is the lack of large-scale coordinated efforts to make archaeological collections findable and accessible. This article suggests that developing and implementing the use of a standardized set of attributes regarding collections provides solutions and strategies to find collections. These attributes can connect and standardize existing archaeological collections from a variety of sources (federal and state agencies, CRM firms, Indigenous and descendant communities, and academic departments), serving the profession in multiple ways. Most critically, the baseline data can be synthesized to inform and direct priorities for future fieldwork, thereby decreasing redundancy in archaeological collections and improving curation efforts nationwide. Such efforts would also provide a resource to students and researchers looking to understand and interpret the past at multiple scales by encouraging more collections-based research and less archaeological site destruction. Access for descendant communities will also be improved with information about their cultural heritage. This, in turn, encourages transparency and collaboration between those communities and archaeologists.
Informal borrowings constitute an important linguistic phenomenon, yet they remain underrepresented in scholarly literature. This book is to remedy the situation. Drawing from the methodological framework of documentary linguistics and sociolinguistics, it relies on lexical material from a large database of citations from diverse sources – including spoken utterances, films and TV shows, print, and social media – to ensure authenticity and representativeness. Much space is devoted to the presentation, explanation, interpretation, and illustration of language data; the format of description is designed to be extensive, covering a wide range of themes which allow an examination from various perspectives. The description is amply supported throughout the text with usage examples that illustrate linguistic patterns, show the sociocultural context in which they are used, and attest to the very existence of these expressions.
We present the ‘SISAL webApp’—a web-based tool to query the Speleothem Isotope Synthesis and AnaLysis (SISAL) database. The software provides an easy-to-use front-end interface to mine data from the SISAL database while providing the SQL code alongside as a learning tool. It allows for simple and increasingly complex querying of the SISAL database based on various data and metadata fields. The SISAL webApp version currently hosts SISALv2 of the database with 691 records from 294 sites, 512 of which have standardized chronologies. The SISAL webApp has sufficient flexibility to host future versions of the SISAL database, which may include allied speleothem information such as trace elements and cave-monitoring records. The SISAL webApp will increase accessibility to the SISAL database while also functioning as a learning tool for more advanced ways of querying paleoclimate databases. The SISAL webApp is available at http://geochem.hu/SISAL_webApp.
The European Congenital Heart Surgeons Association (ECHSA) Congenital Database (CD) is the second largest clinical pediatric and congenital cardiac surgical database in the world and the largest in Europe, where various smaller national or regional databases exist. Despite the dramatic increase in interventional cardiology procedures over recent years, only scattered national or regional databases of such procedures exist in Europe. Most importantly, no congenital cardiac database exists in the world that seamlessly combines both surgical and interventional cardiology data on an international level; therefore, the outcomes of surgical and interventional procedures performed on the same or similar patients cannot easily be tracked, assessed, and analyzed. In order to fill this important gap in our capability to gather and analyze information on our common patients, ECHSA and The Association for European Paediatric and Congenital Cardiology (AEPC) have embarked on a collaborative effort to expand the ECHSA-CD with a new module designed to capture data about interventional cardiology procedures. The purpose of this manuscript is to describe the concept, the structure, and the function of the new AEPC Interventional Cardiology Part of the ECHSA-CD, as well as the potentially valuable synergies provided by the shared interventional and surgical analyses of outcomes of patients. The new AEPC Interventional Cardiology Part of the ECHSA-CD will allow centers to have access to robust surgical and transcatheter outcome data from their own center, as well as robust national and international aggregate outcome data for benchmarking. Each contributing center or department will have access to their own data, as well as aggregate data from the AEPC Interventional Cardiology Part of the ECHSA-CD. The new AEPC Interventional Cardiology Part of the ECHSA-CD will allow cardiology centers to have access to aggregate cardiology data, just as surgical centers already have access to aggregate surgical data. Comparison of surgical and catheter interventional outcomes could potentially strengthen decision processes. A study of the wealth of information collected in the database could potentially also contribute toward improved early and late survival, as well as enhanced quality of life of patients with pediatric and/or congenital heart disease treated with surgery and interventional cardiac catheterization across Europe and the world.
The IntCal family of radiocarbon (14C) calibration curves is based on research spanning more than three decades. The IntCal group have collated the 14C and calendar age data (mostly derived from primary publications with other types of data and meta-data) and, since 2010, made them available for other sorts of analysis through an open-access database. This has ensured transparency in terms of the data used in the construction of the ratified calibration curves. As the IntCal database expands, work is underway to facilitate best practice for new data submissions, make more of the associated metadata available in a structured form, and help those wishing to process the data with programming languages such as R, Python, and MATLAB. The data and metadata are complex because of the range of different types of archives. A restructured interface, based on the “IntChron” open-access data model, includes tools which allow the data to be plotted and compared without the need for export. The intention is to include complementary information which can be used alongside the main 14C series to provide new insights into the global carbon cycle, as well as facilitating access to the data for other research applications. Overall, this work aims to streamline the generation of new calibration curves.
Adaptive façades (AF) present a promising approach to reduce environmental impacts in the Architecture, Engineering, and Construction sector. However, the automatization of the façade produces new challenges as the complexity of the system increases. To support the early phase of interdisciplinary development, solution collections such as databases are helpful. Previous research identified that existing solution collections of AF do not meet the requirements that such a method demands. In the effort to develop an optimized database, this paper investigates how the state of the art can be structured in terms of content in order to present it in the database. Here, a set of design parameters is developed based on identified requirements and on the main characteristics of AF that were previously elaborated. This set offers a comprehensive perspective on the previously realized functions and mechanisms of AF and can also contribute to finding creative solutions in the form of new concepts by combining the design parameters in new ways. Finally, 40 case studies of previously implemented adaptive façades are used to evaluate the set of design parameters.
Chapter 3 presents the Corporations and Human Rights Database by exploring patterns and trends with descriptive data to illustrate the variation in access to remedy. The CHRD includes over 1,300 allegations of corporate human rights abuse between 2000 and 2014. Chapter 3 explains how my students and I created the CHRD, which is the first systematic database on corporate human rights abuses and access to remedy. This chapter discusses the data collection process and includes descriptive statistics on the type of claim, corporate responses, and associated judicial and non-judicial remedy efforts included in the database. This chapter familiarizes the reader with the data, discusses verification processes, and provides a basic landscape of how the CHRD informs business and human rights in Latin America.
Chapter 2 takes a deeper dive into the literatures on pragmatism and agonism to illustrate how, when combined, they provide the intellectual framing and underpinnings of the varieties of remedy approach. While pragmatism highlights the need to analyze the dynamics between local actors, their advocates, and the firms involved in the abuse, agonism opens us to the notion that non-violent contestation and confrontation could have a potentially positive role. With this foundation, I develop the varieties of remedy approach, exploring how contestation (e.g. claim making) shapes governance outcomes (e.g. access to judicial or non-judicial remedy mechanisms). Three pathways are discussed in greater depth in Chapter 2 – Institutional Strength, Corporate Characteristics, and Elevating Voices – and tested empirically in subsequent chapters.
This chapter provides an overview of key developments in the business and human rights landscape, more recent global efforts, and challenges that remain. The first half of this introductory chapter discusses the landmark policy efforts over the past forty years. Given the widespread development of voluntary or “soft law” initiatives, the second half of this chapter explores the fundamental challenge in business and human rights: the question of accountability. Even in cases of wrongdoing, jurisdictional issues, the corporate veil, and lack of political will present important challenges to holding firms accountable. This chapter tells the old narrative of corporate impunity and governance gaps; it introduces a new story that draws from systematic data and illustrative examples to explore the pathways by which victims gain access to remedy mechanisms.