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OBJECTIVES: We sought to investigate the adoption and perception of large language model (LLM) applications among pathologists. METHODS: A cross-sectional survey was conducted, gathering data from pathologists on their usage and views concerning LLM tools. The survey, distributed globally through various digital platforms, included quantitative and qualitative questions. Patterns in the respondents' adoption and perspectives on these artificial intelligence tools were analyzed. RESULTS: Of 215 respondents, 100 (46.5%) reported using LLMs, particularly ChatGPT (OpenAI), for professional purposes, predominantly for information retrieval, proofreading, academic writing, and drafting pathology reports, highlighting a significant time-saving benefit. Academic pathologists demonstrated a better level of understanding of LLMs than their peers. Although chatbots sometimes provided incorrect general domain information, they were considered moderately proficient concerning pathology-specific knowledge. The technology was mainly used for drafting educational materials and programming tasks. The most sought-after feature in LLMs was their image analysis capabilities. Participants expressed concerns about information accuracy, privacy, and the need for regulatory approval. CONCLUSIONS: Large language model applications are gaining notable acceptance among pathologists, with nearly half of respondents indicating adoption less than a year after the tools' introduction to the market. They see the benefits but are also worried about these tools' reliability, ethical implications, and security.
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The present study investigated the best photoperiod for culturing pacu (Piaractus mesopotamicus) in recirculation aquaculture systems (RAS) based on its growth performance and hematological and oxidative stress responses. Juveniles (â¼ 5 g) were subjected to five treatments (in triplicate): 24 L (light):0D (dark), 15 L: 09D, 12 L:12D, 9 L:15D, and 0 L:24D for 45 days. A total of 225 pacu individuals were randomly distributed among 15 tanks of 210 L (n = 15 per tank). Zootechnical, hematological (glucose, lactate, hematocrit, and hemoglobin), and antioxidant and oxidative stress parameters (glutathione S-transferase (GST), total antioxidant capacity against peroxyl radicals (ACAP), and lipid peroxidation (LPO) were analyzed. The zootechnical parameters (e.g., weight gain, Fulton's condition factor, and specific growth rate) were better and worse with 9 L:15D and 24 L:0D photoperiods, respectively. The hepatosomatic index was higher and lower in the 0 L:24D and 9 L:15D photoperiods. Blood lactate levels and antioxidant and oxidative stress responses were increased in the longest photoperiods (15 L:9D and 24 L:0D). In contrast, the treatments that showed lower oxidative damage (liver, gills, brain, and muscle) were 9 L:15D and 12 L:12D. In conclusion, manipulating artificial light is one way to improve fish growth and health, where the best photoperiod for pacu farming in RAS is 9 L:15D.
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Antioxidantes , Aquicultura , Estresse Oxidativo , Fotoperíodo , Animais , Aquicultura/métodos , Antioxidantes/metabolismo , Caraciformes/fisiologia , Caraciformes/crescimento & desenvolvimento , Caraciformes/metabolismo , Peroxidação de Lipídeos , Ácido Láctico/sangue , Ácido Láctico/metabolismoRESUMO
BACKGROUND: Fine-needle aspiration cytology (FNAC) is a cornerstone technique for the initial assessment of breast lesions, offering a rapid and minimally invasive option for cytological evaluation. While FNACs can forego the need for core needle biopsies (CNBs), variations in technique, subjective interpretation, and intrinsic limitations present diagnostic challenges. The International Academy of Cytology (IAC) established the Yokohama system and is developing the WHO Reporting System for Breast Cytopathology jointly with IARC, to standardize diagnostic criteria, aiming to enhance diagnostic precision and consistency. Due to the preference for CNBs, expertise in breast FNAC is low in the developed world. SUMMARY: This review assesses common pitfalls in breast cytopathology. These common and uncommon entities may easily lead to false-negative or false-positive diagnoses, due to morphological overlap or misleading clinical and radiological contexts. For instance, pauci-cellular lesions, such as lobular carcinomas, often lead to false-negative diagnoses, whereas complex sclerosing lesions, fibroadenomas, and papillary lesions may show concerning features, resulting in a false positive. The same is true for some benign inflammatory pathologies, such as steatonecrosis, and uncommon lesions, such as collagenous spherulosis. Ductal carcinoma in situ can lead to both false-negative and false-positive diagnoses, and high-grade lesions are impossible to tell apart from invasive carcinomas. These are discussed in detail. Procedural and preanalytical conditions, and the role of ancillary testing, are also briefly addressed. KEY MESSAGES: Breast FNAB is a powerful diagnostic technique, fast and minimally invasive. Even in contexts which lack expertise, this technique can be successfully adopted with a cautious approach and as long as pitfalls are kept in mind, benefiting patients and healthcare systems.
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Neoplasias da Mama , Feminino , Humanos , Biópsia por Agulha Fina/métodos , Mama/patologia , Neoplasias da Mama/patologia , Neoplasias da Mama/diagnóstico , Citodiagnóstico/métodos , Diagnóstico Diferencial , Erros de Diagnóstico/prevenção & controle , Reações Falso-Negativas , Reações Falso-Positivas , Valor Preditivo dos Testes , Reprodutibilidade dos TestesRESUMO
Striatal dopamine (DA) release has long been linked to reward processing, but it remains controversial whether DA release reflects costs or benefits and how these signals vary with motivation. Here, we measure DA release in the nucleus accumbens (NAc) and dorsolateral striatum (DLS) while independently varying costs and benefits and apply behavioral economic principles to determine a mouse's level of motivation. We reveal that DA release in both structures incorporates both reward magnitude and sunk cost. Surprisingly, motivation was inversely correlated with reward-evoked DA release. Furthermore, optogenetically evoked DA release was also heavily dependent on sunk cost. Our results reconcile previous disparate findings by demonstrating that striatal DA release simultaneously encodes cost, benefit, and motivation but in distinct manners over different timescales. Future work will be necessary to determine whether the reduction in phasic DA release in highly motivated animals is due to changes in tonic DA levels.
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Dopamina , Motivação , Camundongos , Animais , Dopamina/fisiologia , Corpo Estriado/fisiologia , Neostriado , Núcleo Accumbens/fisiologia , RecompensaRESUMO
The Yanomami Indigenous Land in the Amazon has a long history of illegal artisanal gold mining, leading to concerns about mercury (Hg) contamination. This study has conducted a geochemical analysis to assess Hg contamination from these mining activities. Geological materials, including river water and stream sediments, were collected from 14 predetermined points based on the Geological Survey of Brazil's methodology. The results revealed that water samples did not show Hg contamination above the limits set by the National Council of the Environment (Conama) Resolution 357. However, two stream sediment samples, particularly PJS009 and PJS010 collected from the Mucajaí River, exceeded the Conama Resolution 454's limit of 0.17 mg/kg. A Hg content of 0.344 mg/kg was found in the sediment sample PJS009, the one collected further upstream in the Mucajaí River, and 1.386 mg/kg was found in sample PJS010, also in the Mucajaí River in the region shortly before the Fumaça Waterfall, indicating that the sediments of the Mucajaí River may be contaminated with Hg from the Fumaça Waterfall upstream.
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The past 70 years have been characterized by rapid advancements in computer technology, and the health care system has not been immune to this trend. However, anatomical pathology has remained largely an analog discipline. In recent years, this has been changing with the growing adoption of digital pathology, partly driven by the potential of computer-aided diagnosis. As part of an international collaboration, we conducted a comprehensive survey to gain a deeper understanding of the status of digital pathology implementation in Europe and Asia. A total of 127 anatomical pathology laboratories participated in the survey, including 75 from Europe and 52 from Asia, with 72 laboratories having established digital pathology workflow and 55 without digital pathology. Laboratories using digital pathology for diagnostic (n = 29) and nondiagnostic (n = 43) purposes were thoroughly questioned about their implementation strategies and institutional experiences, including details on equipment, storage, integration with laboratory information system, computer-aided diagnosis, and the costs of going digital. The impact of the digital pathology workflow was also evaluated, focusing on turnaround time, specimen traceability, quality control, and overall satisfaction. Laboratories without access to digital pathology were asked to provide insights into their perceptions of the technology, expectations, barriers to adoption, and potential facilitators. Our findings indicate that although digital pathology is still the future for many, it is already the present for some. This decade may be a time when anatomical pathology finally embraces digital revolution on a larger scale.
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Diagnóstico por Computador , Interpretação de Imagem Assistida por Computador , Interpretação de Imagem Assistida por Computador/métodos , Laboratórios , Fluxo de Trabalho , Inquéritos e QuestionáriosRESUMO
Mercury is one of the most dangerous contaminants on the planet. In recent years, evidence of mercury contamination in the Amazon has significantly increased, notably due to gold-mining activities. Although mercury contamination in fish has consistently been documented, little is known about the risk associated with fish consumption by populations in urban areas of the Amazon. We sampled 1010 fish sold in public markets in six state capitals and 11 additional cities. Mercury levels were determined for each specimen, and the evaluation of the health risks associated with consuming mercury-contaminated fish was conducted according to the methodology proposed by the World Health Organization (WHO). Our study reveals that more than one-fifth (21.3%) of the fish sold in urban centers had mercury levels above the safe limits (≥0.5 µg/g) established by the Brazilian Health Surveillance Agency (ANVISA). The prevalence of Hg contamination ≥0.5 µg/g was approximately 14 times higher in carnivorous than in noncarnivorous fish. The analysis of the risk attributable to fish consumption reveals that daily mercury intake exceeded the reference dose recommended by the U.S. EPA in all population groups analyzed, reaching up to 7 and 31 times in women of childbearing age and children from 2 to 4 years old, respectively. However, these risks are diverse depending on the type of fish consumed and must be considered to formulate appropriate nutritional guidelines for safe fish consumption by the local community.
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BACKGROUND: Physical activity and exercise have been suggested as effective interventions for the prevention and management of mild cognitive impairment (MCI) and dementia, but there are no international guidelines. OBJECTIVES: To create a set of evidence- and expert consensus-based prevention and management recommendations regarding physical activity (any bodily movement produced by skeletal muscles that results in energy expenditure) and exercise (a subset of physical activity that is planned, structured, repetitive), applicable to a range of individuals from healthy older adults to those with MCI/dementia. METHODS: Guideline content was developed with input from several scientific and lay representatives' societies. A systematic search across multidisciplinary databases was carried out until October 2021. Recommendations for prevention and management were developed according to the GRADE and complemented by consensus statements from the expert panels. RECOMMENDATIONS: Physical activity may be considered for the primary prevention of dementia. In people with MCI there is continued uncertainty about the role of physical activity in slowing the conversion to dementia. Mind-body interventions have the greatest supporting evidence. In people with moderate dementia, exercise may be used for maintaining disability and cognition. All these recommendations were based on a very low/low certainty of evidence. CONCLUSIONS: Although the scientific evidence on the beneficial role of physical activity and exercise in preserving cognitive functions in subjects with normal cognition, MCI or dementia is inconclusive, this panel, composed of scientific societies and other stakeholders, recommends their implementation based on their beneficial effects on almost all facets of health.
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[This corrects the article DOI: 10.3389/fnagi.2020.591601.].
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HTLV-I-associated myelopathy/tropical spastic paraparesis (HAM/TSP) is a chronic, progressive, neuroinflammatory demyelinating condition of the spinal cord. We have previously shown that aberrant expression and activity of immune checkpoint (ICP) molecules such as PD-1 and PD-L1/PD-L2, negatively associates with the cytolytic potential of T cells in individuals with HAM/TSP. Interestingly, ICPs can exist in a soluble cell-free form and can be carried on extracellular vesicles (EVs) and exosomes (small EVs, <300nm) while maintaining their immunomodulatory activity. Therefore, we investigated the role of soluble and exosomal ICPs in HTLV-1 associated neuroinflammation. For the very first time, we demonstrate a unique elevated presence of several stimulatory (CD27, CD28, 4-1BB) and inhibitory (BTLA, CTLA-4, LAG-3, PD-1, PD-L2) ICP receptors in HAM/TSP sera, and in purified exosomes from a HAM/TSP-derived HTLV-1-producing (OSP2) cells. These ICPs were found to be co-localized with the endosomal sorting complex required for transport (ESCRT) pathway proteins and exhibited functional binding with their respective ligands. Viral proteins and cytokines (primarily IFNγ) were found to be present in purified exosomes. IFNγ exposure enhanced the release of ICP molecules while antiretroviral drugs (Azidothymidine and Lopinavir) significantly inhibited this process. HTLV-1 b-Zip protein (HBZ) has been linked to factors that enhance EV release and concurrent knockdown here led to the reduced expression of ESCRT associated genes (eg. Hrs, Vsp4, Alix, Tsg101) as well as abrogated the release of ICP molecules, suggesting HBZ involvement in this process. Moreso, exosomes from OSP2 cells adversely affected CD8 T-cell functions by dimishing levels of cytokines and cytotoxic factors. Collectively, these findings highlight exosome-mediated immunmodulation of T-cell functions with HBZ and ESCRT pathways as an underlying mechanism in the context of HTLV-1-induced neuroinflammation.
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Enterococcus spp. are commensals of the gastrointestinal tracts of humans and animals and colonize a variety of niches such as water, soil, and food. Over the last three decades, enterococci have evolved as opportunistic pathogens, being considered ESKAPE pathogens responsible for hospital-associated infections. Enterococci's ubiquitous nature, excellent adaptative capacity, and ability to acquire virulence and resistance genes make them excellent sentinel proxies for assessing the presence/spread of pathogenic and virulent clones and hazardous determinants across settings of the human-animal-environment triad, allowing for a more comprehensive analysis of the One Health continuum. This review provides an overview of enterococcal fitness and pathogenic traits; the most common clonal complexes identified in clinical, veterinary, food, and environmental sources; as well as the dissemination of pathogenic genomic traits (virulome, resistome, and mobilome) found in high-risk clones worldwide, across the One Health continuum.
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RESUMEN Objetivo : Analizar las variaciones del perímetro cefálico (PC) en prematuros menores de 34 semanas expuestos a corioamnionitis histológica (CAH), y observados hasta los 2 años de edad corregida. Material y métodos : Estudio de cohorte secundaria de dos estudios prospectivos. Los datos correspondieron a mediciones del PC al nacimiento, a las 40 semanas y a los 2 años de edad corregida. La variación del PC se analizó en los prematuros con y sin exposición a CAH. La CAH se analizó de acuerdo con los subtipos subcorionitis/corionitis, corioamnionitis y corioamnionitis más funisitis. Resultados : De 91 prematuros incluidos, el 41,8 % (38/91) tuvo CAH. El promedio del PC al nacimiento fue de 27,7 cm (percentil 31,2) en los expuestos y de 28,3 cm (percentil 42,1) en los no expuestos (p = 0,039); a las 40 semanas y a los 2 años, los promedios fueron similares. El subtipo corioamnionitis estuvo asociado con un menor PC (p < 0,05). La menor edad gestacional al nacer (p < 0,005) se relacionó con una mayor velocidad de crecimiento craneal. La CAH y el retardo de crecimiento intrauterino (RCIU) fueron los factores determinantes del menor PC en las tres edades evaluadas, y la sepsis confirmada solo tuvo lugar a las 40 semanas. Conclusiones : Los prematuros menores de 34 semanas expuestos a la CAH tuvieron menor percentil de PC al nacimiento; se observó recuperación del percentil de PC a las 40 semanas; y, finalmente, el subtipo corioamnionitis se relacionó con un menor PC a los 2 años de edad corregida. El factor RCIU potencia esta asociación en las tres edades y la sepsis solo a las 40 semanas. Se recomienda realizar futuros estudios para confirmar estos hallazgos.
SUMMARY Objective : To analyze the variations of head circumference (HC) in preterm infants, born with less than 34 weeks of gestation, exposed to histologic chorioamnionitis (CAH), and observed until 2 years of corrected age. Materials and methods : This is a cohort study derived from two prospective studies. The analyzed data corresponded to HC measures obtained from the subjects at three points: birth, 40 weeks, and 2 years of corrected age. The subjects were classified in two groups: exposed and not exposed to CAH. Preterm infants with CAH were divided according to its subtype in chorioamnionitis, subchorionitis and chorioamnionitis plus funisitis. Results : Out of 91 preterm infants included in the study. 41.8% (38/91) presented CAH. At birth, the average measure of HC in exposed infants was 27.7 cm (31,2 percentile), while in not exposed infants it was 28.3 cm. (42,1 percentile). At 40 weeks and at 2 years, the average measures were similar. The CAH chorioamnionitis subtype was found to be associated with PC growth retardation (p<0,05). A lesser gestational age (p=0.005) was related with greater cranial growth speed. Conclusions : Newborns younger than 34 weeks exposed to CAH had lower HC percentile at birth. We observed a recovery of HC at 40 weeks. The chorioamnionitis subtype was related to lower HC at 2 years of corrected age. Intrauterine growth restriction (IUGR) enhanced this association at these three points, while sepsis did so only at 40 weeks. Further research is required to confirm these findings.
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RESUMEN Objetivo : Describir los agentes patógenos más frecuentes de la meningitis neonatal en el Perú. Material y métodos : Estudio descriptivo, comparativo y de corte transversal. Se realizó una búsqueda bibliográfica en las bases de datos de PubMed y SciELO con las palabras clave «meningitis¼, «neonatal¼ y «Perú¼, y en los repositorios virtuales de las facultades de Medicina del Perú con las palabras clave «meningitis¼ y «neonatal¼, entre los años 2001 y 2021. Asimismo, dos revisores independientes evaluaron los títulos y abstracts de los artículos para su inclusión. Resultados : Se encontraron 477 artículos, de los cuales cinco fueron incluidos. De estos últimos, dos fueron excluidos por falta de datos descriptivos de los gérmenes, quedando tres elegidos. Conclusiones : Los microorganismos más frecuentes fueron Listeria monocytogenes, Staphylococcus coagulasa-negativo y Escherichia coli, con predominio de bacterias grampositivas. La etiología viral fue poco frecuente y de presentación tardía. Solo se registró un caso por Candida albicans. No se encontraron registros de vigilancia epidemiológica de meningitis neonatal.
ABSTRACT Objective : To describe the most frequent pathogenic agents identified in neonatal meningitis in Peru. Material and methods : Descriptive, comparative, cross-sectional study based on data bases from PubMed and SciELO, using the key words "Neonatal", "Meningitis" and "Perú", and from virtual repositories of medical schools in Peru, with the key words "Neonatal" and "Meningitis", between 2001 and 2021. Two independent reviewers assessed the articles' titles and abstracts to be included. Results : 477 articles were found from which only 5 were included; 2 studies were excluded due to lack of descriptive identification of the microorganisms, so that only 3 studies were finally selected. Conclusions : The most frequently found microorganisms were Listeria monocytogenes, coagulada-negative Staphylococcus and Escherichia coli, predominantly grampositive bacterias. The viral etiology was uncommon, and all cases had a late onset. There was only 1 case due to Candida albicans. An epidemiologic monitoring of neonatal meningitis is not established in Peru.
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After an anterior cruciate ligament (ACL) injury, people need secondary prevention strategies to identify osteoarthritis at its earliest stages so that interventions can be implemented to halt or slow the progression toward its long-term burden. The Osteoarthritis Action Alliance formed an interdisciplinary Secondary Prevention Task Group to develop a consensus on recommendations to provide clinicians with secondary prevention strategies that are intended to reduce the risk of osteoarthritis after a person has an ACL injury. The group achieved consensus on 15 out of 16 recommendations that address patient education, exercise and rehabilitation, psychological skills training, graded-exposure therapy, cognitive-behavioral counseling (lacked consensus), outcomes to monitor, secondary injury prevention, system-level social support, leveraging technology, and coordinated care models. We hope this statement raises awareness among clinicians and researchers on the importance of taking steps to mitigate the risk of osteoarthritis after an ACL injury.
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Lesões do Ligamento Cruzado Anterior , Reconstrução do Ligamento Cruzado Anterior , Osteoartrite do Joelho , Humanos , Lesões do Ligamento Cruzado Anterior/cirurgia , Osteoartrite do Joelho/prevenção & controle , Osteoartrite do Joelho/complicações , Exercício Físico , Prevenção SecundáriaRESUMO
CONTEXT: The Osteoarthritis Action Alliance formed a secondary prevention task group to develop a consensus on secondary prevention recommendations to reduce the risk of osteoarthritis after a knee injury. OBJECTIVE: Our goal was to provide clinicians with secondary prevention recommendations that are intended to reduce the risk of osteoarthritis after a person has sustained an anterior cruciate ligament injury. Specifically, this manuscript describes our methods, literature reviews, and dissenting opinions to elaborate on the rationale for our recommendations and to identify critical gaps. DESIGN: Consensus process. SETTING: Virtual video conference calls and online voting. PATIENTS OR OTHER PARTICIPANTS: The Secondary Prevention Task Group consisted of 29 members from various clinical backgrounds. MAIN OUTCOME MEASURE(S): The group initially convened online in August 2020 to discuss the target population, goals, and key topics. After a second call, the task group divided into 9 subgroups to draft the recommendations and supportive text for crucial content areas. Twenty-one members completed 2 rounds of voting and revising the recommendations and supportive text between February and April 2021. A virtual meeting was held to review the wording of the recommendations and obtain final votes. We defined consensus as >80% of voting members supporting a proposed recommendation. RESULTS: The group achieved consensus on 15 of 16 recommendations. The recommendations address patient education, exercise and rehabilitation, psychological skills training, graded-exposure therapy, cognitive-behavioral counseling (lacked consensus), outcomes to monitor, secondary injury prevention, system-level social support, leveraging technology, and coordinated care models. CONCLUSIONS: This consensus statement reflects information synthesized from an interdisciplinary group of experts based on the best available evidence from the literature or personal experience. We hope this document raises awareness among clinicians and researchers to take steps to mitigate the risk of osteoarthritis after an anterior cruciate ligament injury.
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Lesões do Ligamento Cruzado Anterior , Traumatismos do Joelho , Osteoartrite , Humanos , Lesões do Ligamento Cruzado Anterior/prevenção & controle , Consenso , Osteoartrite/prevenção & controle , Prevenção SecundáriaRESUMO
OBJECTIVE: To develop initial American College of Rheumatology (ACR) guidelines on the use of exercise, rehabilitation, diet, and additional interventions in conjunction with disease-modifying antirheumatic drugs (DMARDs) as part of an integrative management approach for people with rheumatoid arthritis (RA). METHODS: An interprofessional guideline development group constructed clinically relevant Population, Intervention, Comparator, and Outcome (PICO) questions. A literature review team then completed a systematic literature review and applied the Grading of Recommendations Assessment, Development and Evaluation (GRADE) approach to rate the certainty of evidence. An interprofessional Voting Panel (n = 20 participants) that included 3 individuals with RA achieved consensus on the direction (for or against) and strength (strong or conditional) of recommendations. RESULTS: The Voting Panel achieved consensus on 28 recommendations for the use of integrative interventions in conjunction with DMARDs for the management of RA. Consistent engagement in exercise received a strong recommendation. Of 27 conditional recommendations, 4 pertained to exercise, 13 to rehabilitation, 3 to diet, and 7 to additional integrative interventions. These recommendations are specific to RA management, recognizing that other medical indications and general health benefits may exist for many of these interventions. CONCLUSION: This guideline provides initial ACR recommendations on integrative interventions for the management of RA to accompany DMARD treatments. The broad range of interventions included in these recommendations illustrates the importance of an interprofessional, team-based approach to RA management. The conditional nature of most recommendations requires clinicians to engage persons with RA in shared decision-making when applying these recommendations.
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Antirreumáticos , Artrite Reumatoide , Reumatologia , Humanos , Estados Unidos , Artrite Reumatoide/tratamento farmacológico , Antirreumáticos/uso terapêutico , Dieta , Terapia por ExercícioRESUMO
OBJECTIVE: To develop initial American College of Rheumatology (ACR) guidelines on the use of exercise, rehabilitation, diet, and additional interventions in conjunction with disease-modifying antirheumatic drugs (DMARDs) as part of an integrative management approach for people with rheumatoid arthritis (RA). METHODS: An interprofessional guideline development group constructed clinically relevant Population, Intervention, Comparator, and Outcome (PICO) questions. A literature review team then completed a systematic literature review and applied the Grading of Recommendations Assessment, Development and Evaluation (GRADE) approach to rate the certainty of evidence. An interprofessional Voting Panel (n = 20 participants) that included 3 individuals with RA achieved consensus on the direction (for or against) and strength (strong or conditional) of recommendations. RESULTS: The Voting Panel achieved consensus on 28 recommendations for the use of integrative interventions in conjunction with DMARDs for the management of RA. Consistent engagement in exercise received a strong recommendation. Of 27 conditional recommendations, 4 pertained to exercise, 13 to rehabilitation, 3 to diet, and 7 to additional integrative interventions. These recommendations are specific to RA management, recognizing that other medical indications and general health benefits may exist for many of these interventions. CONCLUSION: This guideline provides initial ACR recommendations on integrative interventions for the management of RA to accompany DMARD treatments. The broad range of interventions included in these recommendations illustrates the importance of an interprofessional, team-based approach to RA management. The conditional nature of most recommendations requires clinicians to engage persons with RA in shared decision-making when applying these recommendations.
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Antirreumáticos , Artrite Reumatoide , Reumatologia , Humanos , Estados Unidos , Artrite Reumatoide/diagnóstico , Artrite Reumatoide/tratamento farmacológico , Antirreumáticos/uso terapêutico , Dieta , Terapia por ExercícioRESUMO
AIMS: Myocardial fibrosis (MF) is a common pathological process in a wide range of cardiovascular diseases. Its quantity has diagnostic and prognostic relevance. We aimed to assess if the complementary use of an automated artificial intelligence software might improve the precision of the pathologist´s quantification of MF on endomyocardial biopsies (EMB). METHODS AND RESULTS: Intraoperative EMB samples from 30 patients with severe aortic stenosis submitted to surgical aortic valve replacement were analysed. Tissue sections were stained with Masson´s trichrome for collagen/fibrosis and whole slide images (WSI) from the experimental glass slides were obtained at a resolution of 0.5 µm using a digital microscopic scanner. Three experienced pathologists made a first quantification of MF excluding the subendocardium. After two weeks, an algorithm for Masson´s trichrome brightfield WSI (at QuPath software) was applied and the automatic quantification was revealed to the pathologists, who were asked to reassess MF, blinded to their first evaluation. The impact of the automatic algorithm on the inter-observer agreement was evaluated using Bland-Altman type methodology. Median values of MF on EMB were 8.33% [IQR 5.00-12.08%] and 13.60% [IQR 7.32-21.2%], respectively for the first pathologist´s and automatic algorithm quantification, being highly correlated (R2: 0.79; p < 0.001). Interobserver discordance was relevant, particularly for higher percentages of MF. The knowledge of the automatic quantification significantly improved the overall pathologist´s agreement, which became unaffected by the degree of MF severity. CONCLUSIONS: The use of an automated artificial intelligence software for MF quantification on EMB samples improves the reproducibility of measurements by experienced pathologists. By improving the reliability of the quantification of myocardial tissue components, this adjunctive tool may facilitate the implementation of imaging-pathology correlation studies.
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Inteligência Artificial , Patologistas , Humanos , Reprodutibilidade dos Testes , Miocárdio/patologia , FibroseRESUMO
BACKGROUND: Chronic venous insufficiency (CVI) is characterized by progressive inflammatory changes. Inflammatory damage occurs in the veins, adjacent tissues, and can lead to structural changes in the arteries. The aim of this study is to analyze whether the degree of CVI is associated with arterial stiffness. METHODS: Cross-sectional study including patients with CVI classified by clinical, etiological, anatomical, and pathophysiological classification (CEAP) 1 to 6. We performed correlation between the degree of CVI, central and peripheral arterial pressure, and arterial stiffness measured by brachial artery oscillometry. RESULTS: We evaluated 70 patients, 53 of whom were women with a mean age of 54.7 years. Patients with advanced degrees of venous insufficiency CEAP 4,5,6, had higher levels of systolic, diastolic, central, and peripheral arterial pressures compared to those with early stages (CEAP 1,2,3). The CEAP 4,5,6 group had higher arterial stiffness indices than the CEAP 1,2,3 group: pulse wave velocity (PWV) 9.3 m/s vs. 7.0 m/s, P < 0.001; augmentation pressure (AP) 8.0 mm Hg vs. 6.3 mm Hg; P = 0.04. There was a positive correlation between the degree of venous insufficiency measured by the venous clinical severity score, villalta score and CEAP classification, and the arterial stiffness indices (Spearman's coefficient = 0.62 for PWV and CEAP, P < 0.01). The factors influencing PWV were age, peripheral systolic arterial pressure (SAPp), and AP. CONCLUSIONS: There is a correlation between the degree of venous disease and arterial structural changes characterized by arterial pressure and stiffness indices. Degenerative changes secondary to venous insufficiency are associated with impairment of the arterial system, which has implications for the development of cardiovascular disease.