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1.
J Virol ; 98(7): e0202023, 2024 Jul 23.
Artigo em Inglês | MEDLINE | ID: mdl-38884472

RESUMO

Human noroviruses (HuNoVs) are a diverse group of RNA viruses that cause endemic and pandemic acute viral gastroenteritis. Previously, we reported that many HuNoV strains require bile or bile acid (BA) to infect human jejunal intestinal enteroid cultures. BA was not essential for the replication of a pandemic-causing GII.4 HuNoV strain. We found the hydrophobic BA glycochenodeoxycholic acid (GCDCA) promotes the replication of the BA-dependent strain GII.3 in jejunal enteroids. Furthermore, we found that inhibition of the G-protein-coupled BA receptor, sphingosine-1-phosphate receptor 2 (S1PR2), by JTE-013, reduced GII.3 infection dose-dependently and inhibited GII.3 cellular uptake in enteroids. Herein, we sought to determine whether S1PR2 is required for other BA-dependent HuNoV strains, the BA-independent GII.4, and whether S1PR2 is required for BA-dependent HuNoV infection in HIEs from other small intestinal segments. We found a second S1PR2 inhibitor, GLPG2938, reduces GII.3 infection dose-dependently, and an S1PR2 agonist (CYM-5520) enhances GII.3 replication in the absence of GCDCA. GII.3 replication also is abrogated in the presence of JTE-013 and CYM-5520. JTE-013 inhibition of S1PR2 in jejunal HIEs reduces GI.1, GII.3, and GII.17 (BA-dependent) but not GII.4 Sydney (BA-independent) infection, providing additional evidence of strain-specific differences in HuNoV infection. Finally, GII.3 infection of duodenal, jejunal, and ileal lines derived from the same individual is reduced with S1PR2 inhibition, indicating a common mechanism of BA-dependent infection among multiple segments of the small intestine. Our results support a model where BA-dependent HuNoVs exploit BA effects on S1PR2 to infect the entire small intestine.IMPORTANCEHuman noroviruses (HuNoVs) are important viral human pathogens that cause both outbreaks and sporadic gastroenteritis. These viruses are diverse, and many strains are capable of infecting humans. Our previous studies have identified strain-specific requirements for hydrophobic bile acids (BAs) to infect intestinal epithelial cells. Moreover, we identified a BA receptor, sphingosine-1-phosphate receptor 2 (S1PR2), required for infection by a BA-dependent strain. To better understand how various HuNoV strains enter and infect the small intestine and the role of S1PR2 in HuNoV infection, we evaluated infection by additional HuNoV strains using an expanded repertoire of intestinal enteroid cell lines. We found that multiple BA-dependent strains, but not a BA-independent strain, all require S1PR2 for infection. In addition, BA-dependent infection requires S1PR2 in multiple segments of the small intestine. Together, these results indicate that S1PR2 has value as a potential therapeutic target for BA-dependent HuNoV infection.


Assuntos
Ácidos e Sais Biliares , Norovirus , Receptores de Esfingosina-1-Fosfato , Replicação Viral , Humanos , Norovirus/efeitos dos fármacos , Norovirus/fisiologia , Norovirus/genética , Receptores de Esfingosina-1-Fosfato/metabolismo , Receptores de Esfingosina-1-Fosfato/antagonistas & inibidores , Replicação Viral/efeitos dos fármacos , Ácidos e Sais Biliares/farmacologia , Ácidos e Sais Biliares/metabolismo , Infecções por Caliciviridae/virologia , Infecções por Caliciviridae/metabolismo , Piridinas/farmacologia , Gastroenterite/virologia , Jejuno/virologia , Jejuno/metabolismo , Organoides/virologia , Organoides/metabolismo , Pirazóis
2.
BMC Med Educ ; 24(1): 874, 2024 Aug 13.
Artigo em Inglês | MEDLINE | ID: mdl-39138469

RESUMO

BACKGROUND: Student-led clinics can provide low-cost speciality care and practical interprofessional education (IPE) opportunities. In Australia, there are currently limited speciality services available that provide neurodevelopmental assessments that consider fetal alcohol spectrum disorder (FASD) as one possible outcome. The aim of the current study was to understand student experiences in a novel interprofessional student-led clinic for children and adolescents with suspected or confirmed prenatal alcohol exposure. METHOD: Seventeen allied health university students (11 occupational therapy; 6 psychology) participated in individual semi-structured interviews following completion of a 10-week clinic placement. Reflexive thematic analysis was undertaken using NVivo12. RESULTS: Four main themes were generated: (1) Interprofessional practice a key for students' development as future healthcare professionals; (2) Meaningful relationships and students' belief they made a difference; (3) Novel challenges tested students' capabilities on placement; and (4) Supervisor attitude and approach to learning supported student development. CONCLUSIONS: The current study demonstrated that the interprofessional student-led neurodevelopmental clinic provided a valuable IPE opportunity for students.


Assuntos
Relações Interprofissionais , Pesquisa Qualitativa , Humanos , Feminino , Austrália , Masculino , Transtornos do Espectro Alcoólico Fetal , Estudantes de Ciências da Saúde/psicologia , Adolescente , Terapia Ocupacional/educação , Educação Interprofissional , Criança , Psicologia/educação , Atitude do Pessoal de Saúde
3.
Proc Natl Acad Sci U S A ; 116(20): 9814-9819, 2019 05 14.
Artigo em Inglês | MEDLINE | ID: mdl-31036633

RESUMO

Nitrogen pollution and global eutrophication are predicted to increase nitrous oxide (N2O) emissions from freshwater ecosystems. Surface waters within agricultural landscapes experience the full impact of these pressures and can contribute substantially to total landscape N2O emissions. However, N2O measurements to date have focused on flowing waters. Small artificial waterbodies remain greatly understudied in the context of agricultural N2O emissions. This study provides a regional analysis of N2O measurements in small (<0.01 km2) artificial reservoirs, of which an estimated 16 million exist globally. We show that 67% of reservoirs were N2O sinks (-12 to -2 µmol N2O⋅m-2⋅d-1) in Canada's largest agricultural area, despite their highly eutrophic status [99 ± 289 µg⋅L-1 chlorophyll-a (Chl-a)]. Generalized additive models indicated that in situ N2O concentrations were strongly and nonlinearly related to stratification strength and dissolved inorganic nitrogen content, with the lowest N2O levels under conditions of strong water column stability and high algal biomass. Predicted fluxes from previously published models based on lakes, reservoirs, and agricultural waters overestimated measured fluxes on average by 7- to 33-fold, challenging the widely held view that eutrophic N-enriched waters are sources of N2O.


Assuntos
Fazendas , Gases de Efeito Estufa/análise , Ciclo do Nitrogênio , Óxido Nitroso/análise , Lagoas/química , Saskatchewan
4.
Alcohol Clin Exp Res ; 44(6): 1292-1299, 2020 06.
Artigo em Inglês | MEDLINE | ID: mdl-32441809

RESUMO

BACKGROUND: There is increasing interest in the development of newborn screening tests to identify children at risk of fetal alcohol spectrum disorder (FASD) in order to provide these children with early intervention. Phosphatidylethanol (PEth) has emerged as a potential universal newborn screening candidate. METHODS: The aim of this report was to present the results of a study designed to compare PEth levels in 1,140 postpartum women and their newborn infants in Montevideo, Uruguay, and Sao Paulo, Brazil. Self-report alcohol use during pregnancy data was collected, along with both maternal and newborn dried blood spot samples for PEth analysis. RESULTS: The average age and parity of the women in the sample were 26 years of age and 2.3 pregnancies. For the Uruguay sample (n = 611), 45.8% of postpartum women had PEth levels ≥ 8 ng/ml with a mean positive PEth of 43.6 ng/ml. In contrast, 86.8% of the newborns had PEth levels ≥ 8 ng/ml, with a mean positive PEth of 77.4 ng/ml. For the Brazil sample (n = 529), 33.2% of women had PEth levels ≥ 8 ng/ml with a mean positive PEth of 31 ng/ml. In contrast, 76.9% of the Brazil newborns had PEth levels ≥ 8 ng/ml and 43.9% with a mean positive PEth of 61.1 ng/ml. PEth levels were significantly higher in newborns compared with their postpartum mothers in both the Uruguay and Brazil samples. Self-reported third-trimester alcohol was 6% in the Uruguay sample and 9.1% in the Brazil sample compared with positive maternal PEth levels in 45.8% and 33.2%, respectively. CONCLUSIONS: Clinicians may want to consider newborn PEth screening in high-risk populations where prenatal alcohol use is common. The mechanism underlying significantly higher PEth levels in newborns compared with their mothers is not known.


Assuntos
Consumo de Bebidas Alcoólicas/sangue , Transtornos do Espectro Alcoólico Fetal/sangue , Glicerofosfolipídeos/sangue , Complicações na Gravidez/sangue , Efeitos Tardios da Exposição Pré-Natal/sangue , Adulto , Brasil , Teste em Amostras de Sangue Seco , Intervenção Educacional Precoce , Feminino , Transtornos do Espectro Alcoólico Fetal/diagnóstico , Humanos , Recém-Nascido , Masculino , Triagem Neonatal , Período Pós-Parto/sangue , Gravidez , Efeitos Tardios da Exposição Pré-Natal/diagnóstico , Autorrelato , Uruguai
5.
Environ Sci Technol ; 54(6): 3219-3227, 2020 03 17.
Artigo em Inglês | MEDLINE | ID: mdl-32077281

RESUMO

Human release of reactive nitrogen (N) to the environment has increased 10-fold since 1860 and is expected to increase by a further ∼75% by 2050. Much of this N enters phosphorus (P)-rich, eutrophic lakes in agricultural and urbanized watersheds. While N pollution of eutrophic lakes can promote toxic cyanobacterial growth, some cases of extreme N loading have led to the dominance of chlorophytes (green algae). As N loads required to shift communities from cyanobacterial to chlorophyte dominance are unclear, we experimentally tested phytoplankton responses to a gradient of N loading in a P-rich lake. Low-to-moderate doses (1-3 mg N L-1 week-1) promoted toxic cyanobacterial dominance and elevated concentrations of the hepatotoxin microcystin. Conversely, loads characteristic of pure urban or agricultural effluents (up to 18 mg N L-1 week-1) led to the dominance of chlorophytes over cyanobacteria and lower microcystin content. This indicates that N loads needed to sustain chlorophyte dominance are uncommon, likely restricted to select shallow lakes directly exposed to urban or agricultural effluents. As most N pollution regimes in P-rich lakes will favor toxic cyanobacterial dominance, restricting future N pollution will help curb further cyanobacterial dominance in lakes both directly and by constraining the capacity for future P loading and climate warming to drive cyanobacterial growth.


Assuntos
Cianobactérias , Lagos , Eutrofização , Nitrogênio , Fósforo , Fitoplâncton
6.
Glob Chang Biol ; 25(5): 1779-1792, 2019 05.
Artigo em Inglês | MEDLINE | ID: mdl-30698903

RESUMO

Increases in the concentration of dissolved organic matter (DOM) have been documented in many inland waters in recent decades, a process known as "browning". Previous studies have often used space-for-time substitution to examine the direct consequences of increased DOM on lake ecosystems. However, browning often occurs concomitant with other ecologically important water chemistry changes that may interact with or overwhelm any potential ecological response to browning itself. Here we examine a long-term (~20 year) dataset of 28 lakes in the Adirondack Park, New York, USA, that have undergone strong browning in response to recovery from acidification. With these data, we explored how primary producer and zooplankton consumer populations changed during this time and what physical and chemical changes best predicted these long-term ecosystem changes. Our results indicate that changes in primary producers are likely driven by reduced water clarity due to browning, independent of changes in nutrients, counter to previously hypothesized primary producer response to browning. In contrast, declines in calcium concomitant with browning play an important role in driving long-term declines in zooplankton biomass. Our results indicate that responses to browning at different trophic levels are decoupled from one another. Concomitant chemical changes have important implications for our understanding of the response of aquatic ecosystems to browning.


Assuntos
Cadeia Alimentar , Lagos/química , Poluição Química da Água/análise , Animais , Biomassa , Cálcio/análise , Ecossistema , New York , Compostos Orgânicos/análise , Zooplâncton/fisiologia
7.
J Child Psychol Psychiatry ; 60(11): 1230-1241, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31184382

RESUMO

BACKGROUND: We have demonstrated the efficacy of a brief behavioral intervention for sleep in children with ADHD in a previous randomized controlled trial and now aim to examine whether this intervention is effective and cost-effective when delivered by pediatricians or psychologists in community settings. METHODS: Translational, cluster-randomized trial of a behavioral intervention versus usual care from 19th January, 2015 to 30th June, 2017. Participants (n = 361) were children aged 5-13 years with ADHD and parent report of a moderate/severe sleep problem who met criteria for American Academy of Sleep Medicine criteria for chronic insomnia disorder, delayed sleep-wake phase disorder, or were experiencing sleep-related anxiety. Participants were randomized at the level of the pediatrician (n = 61) to intervention (n = 183) or usual care (n = 178). Families in the intervention group received two consultations with a pediatrician or a psychologist covering sleep hygiene and tailored behavioral strategies. RESULTS: In an intention-to-treat analysis, at 3 and 6 months respectively, the proportion of children with moderate to severe sleep problems was lower in the intervention (28.0%, 35.8%) compared with usual care group (55.4%, 60.1%; 3 month: risk ratio (RR): 0.51, 95% CI 0.37, 0.70, p < .001; 6 month: RR: 0.58; 95% CI 0.45, 0.76, p < .001). Intervention children had improvements across multiple Children's Sleep Habits Questionnaire subscales at 3 and 6 months. No benefits of the intervention were observed in other domains. Cost-effectiveness of the intervention was AUD 13 per percentage point reduction in child sleep problem at 3 months. CONCLUSIONS: A low-cost brief behavioral sleep intervention is effective in improving sleep problems when delivered by community clinicians. Greater sample comorbidity, lower intervention dose or insufficient clinician supervisions may have contributed to the lack benefits seen in our previous trial.


Assuntos
Transtorno do Deficit de Atenção com Hiperatividade , Avaliação de Processos e Resultados em Cuidados de Saúde , Transtornos do Sono-Vigília/terapia , Adolescente , Transtorno do Deficit de Atenção com Hiperatividade/epidemiologia , Criança , Pré-Escolar , Serviços de Saúde Comunitária , Comorbidade , Feminino , Humanos , Masculino , Pediatras , Psicologia , Distúrbios do Início e da Manutenção do Sono/epidemiologia , Distúrbios do Início e da Manutenção do Sono/terapia , Transtornos do Sono-Vigília/epidemiologia
8.
Eat Disord ; 27(3): 305-320, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-30204570

RESUMO

Eating disorders cause a number of severely impairing symptoms that may require more intensive intervention that is available through outpatient therapy services. The PHP/IOP level of care may be an effective mode of treatment in these cases, but few studies have examined overall outcomes or treatment moderators for this level of care. Using a large sample from a PHP/IOP specifically designed for the treatment of eating disorders, the current study examines a variety of symptoms (eating disorder severity, quality of life, depression, etc.) from admission to discharge, as well as potential moderators of treatment, including demographic and clinical factors. Overall, the PHP/IOP level of care was found to improve treatment outcomes. Age, race, gender, and depression were found to moderate the change in quality of life and functional impairment. Additionally, patients diagnosed with anorexia nervosa had significantly lowered quality of life and greater eating disorder symptomatology than all other diagnoses. The results of this study can help to inform clinical practice and help guide in treatment decisions at the partial hospitalization level of care.


Assuntos
Hospital Dia , Transtornos da Alimentação e da Ingestão de Alimentos/terapia , Pacientes Ambulatoriais/estatística & dados numéricos , Resultado do Tratamento , Adulto , Depressão/psicologia , Feminino , Hospitalização , Humanos , Masculino , Qualidade de Vida , Índice de Gravidade de Doença , Inquéritos e Questionários
9.
Compr Psychiatry ; 82: 53-60, 2018 04.
Artigo em Inglês | MEDLINE | ID: mdl-29407359

RESUMO

While nonsuicidal self-injury (NSSI) is common in both men and women, research exploring the intersection of NSSI and gender has been limited by the use of small samples of males drawn primarily from non-clinical populations. To address these limitations, we analyzed data from a large sample of patients enrolled in an NSSI partial hospitalization program (PHP) to compare males and females across several variables, including NSSI characteristics, correlates, and pre-post treatment outcomes. Results indicated similar NSSI characteristics and treatment outcomes for males and females, with few exceptions. Males notably reported lower severity levels for most NSSI correlates (e.g., psychopathology, suicidality), highlighting the need to screen males for NSSI even when reporting comparatively less impairment. Finally, our results also suggest that PHP treatment for NSSI can be beneficial for both males and females. These findings have implications for the assessment, diagnosis, conceptualization, and treatment of NSSI in males and females.


Assuntos
Hospital Dia/psicologia , Autorrelato , Comportamento Autodestrutivo/diagnóstico , Comportamento Autodestrutivo/psicologia , Caracteres Sexuais , Adolescente , Adulto , Hospital Dia/tendências , Feminino , Humanos , Masculino , Autorrelato/normas , Comportamento Autodestrutivo/terapia , Adulto Jovem
10.
Ecology ; 96(2): 392-402, 2015 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-26240861

RESUMO

Climate-change models predict more frequent and intense summer droughts for many areas, including the midwestern United States. Precipitation quantity and intensity in turn drive the rates and ratios at which nitrogen (N) and phosphorus (P) are exported from watersheds into lakes, but these rates and ratios are also modulated by watershed land use. This led us to ask the question, is the effect of precipitation on phytoplankton nutrient limitation dependent on watershed land use? Across 42 lakes, we found that phytoplankton in lakes in agricultural landscapes were usually P limited but shifted to strong N limitation under increased drought intensity, and that droughts promoted N-fixing cyanobacteria. In contrast, phytoplankton in lakes with forested watersheds were consistently N limited, regardless of drought status. This climate-land use interaction suggests that droughts may increase the incidence of N limitation in agriculturally impacted lakes. N limitation would likely impair valuable ecosystem services such as drinking water, fisheries, and recreation by promoting the occurrence and severity of cyanobacterial blooms.


Assuntos
Agricultura , Mudança Climática , Ecossistema , Lagos/química , Fitoplâncton , Chuva , Estações do Ano , Fatores de Tempo
11.
Afr J AIDS Res ; 14(3): 229-37, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-26305155

RESUMO

This paper examines three Malawian proverbs about AIDS: "AIDS came for people", "Dying is dying, that's all" and "It's in the flour". Proverbs permit Malawians to discuss the otherwise taboo topic of AIDS because they offer a special register and perform a footing shift, a rhetorical manoeuvre that allows the speaker to attribute problematic speech to someone else. The proverbs under consideration convey a sense of powerless in the face of the AIDS epidemic, which is an indicator of the effects of structural violence on the everyday lives of most Malawians. Despite the aura of timeless tradition generally conveyed by proverbs, the author argues that individual Malawians are actually using AIDS proverbs to align themselves with the pursuit of gendered cultural projects, such as multiple concurrent partner sex and transactional sex, which are not traditional at all.


Assuntos
Síndrome da Imunodeficiência Adquirida/psicologia , Cultura , Feminino , Humanos , Malaui , Masculino , Pessoa de Meia-Idade , Parceiros Sexuais , Violência , Adulto Jovem
12.
ArXiv ; 2024 Jun 19.
Artigo em Inglês | MEDLINE | ID: mdl-38947927

RESUMO

Data sets with imbalanced class sizes, often where one class size is much smaller than that of others, occur extremely often in various applications, including those with biological foundations, such as drug discovery and disease diagnosis. Thus, it is extremely important to be able to identify data elements of classes of various sizes, as a failure to detect can result in heavy costs. However, many data classification algorithms do not perform well on imbalanced data sets as they often fail to detect elements belonging to underrepresented classes. In this paper, we propose the BTDT-MBO algorithm, incorporating Merriman-Bence-Osher (MBO) techniques and a bidirectional transformer, as well as distance correlation and decision threshold adjustments, for data classification problems on highly imbalanced molecular data sets, where the sizes of the classes vary greatly. The proposed method not only integrates adjustments in the classification threshold for the MBO algorithm in order to help deal with the class imbalance, but also uses a bidirectional transformer model based on an attention mechanism for self-supervised learning. Additionally, the method implements distance correlation as a weight function for the similarity graph-based framework on which the adjusted MBO algorithm operates. The proposed model is validated using six molecular data sets, and we also provide a thorough comparison to other competing algorithms. The computational experiments show that the proposed method performs better than competing techniques even when the class imbalance ratio is very high.

13.
Vaccines (Basel) ; 12(1)2024 Jan 18.
Artigo em Inglês | MEDLINE | ID: mdl-38250909

RESUMO

In North America, range constraints due to burgeoning development increasingly encroach on wild horse habitat and necessitate effective but humane reproductive management. The largest free-roaming wild horse fertility control program by population (>3500) and territory size (≈300,000 acres) is located within Nevada's Virginia Range. Data from a field study investigated porcine zona pellucida (pZP) immunocontraception via remote dart delivery to mares in this population. Analyses aimed to measure efficacy by treatment effects on annual birth rates and population demographics and to evaluate treatment frequency and season against these variables. Analyses included mares' monthly data (January 2019-December 2022; 48 months), characterized by cumulative vaccination numbers subset into four classifications considering the vaccine as having no loss of efficacy or a loss within a 6-, 12-, and 18-month period post vaccination; from foaling data, the likelihood of being in foal and of conceiving in that month; and from age, as mature or immature (<1 years-old). A downward foaling rate and trend in the numbers of mature mares, descriptively presented at monthly intervals, showed markedly declining annual seasonal breeding peaks, with no observed change in foaling season or duration. Within four years, population coverage surpassed 70% and was associated with a 58% reduction in foaling, with only a 10% conception rate. Vaccinated mares increased proportionally: assuming a 12-month decay rate, the system reached stability at an average ≈1.0 vaccination/mare/year, providing a robust recommendation for treatment frequency contributing to best management practices.

14.
Disabil Rehabil ; 46(7): 1298-1308, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-37029616

RESUMO

PURPOSE: The aim of the current study was to understand service users' experiences at a recently established student-led interprofessional neurodevelopmental clinic for children and adolescents with suspected or confirmed prenatal alcohol exposure. METHOD: Semi-structured interviews were completed at 3-months post-clinic attendance with 10 service users: eight parents/caregivers and two youth workers/case managers. Interview data were analysed thematically using NVivo12. RESULTS: Four main themes were developed: (1) clinic attendance seen as a positive event; (2) validation, clarification, and relief, but also challenges post-assessment; (3) need for further support and importance of advocacy; and (4) drawing on lived experiences for future service improvements. CONCLUSIONS: The current study demonstrated that service users reported benefits from tailored services delivered by student practitioners that were validating, supportive, and holistic. Findings from the current study can inform the development and implementation of future innovative service delivery models for individuals with suspected or confirmed prenatal alcohol exposure.


People with fetal alcohol spectrum disorder (FASD) can experience a range of neurocognitive impairments that impact their day-to-day living.Access to assessment, early diagnosis, and appropriate supports are important protective factors associated with improved outcomes for individuals with FASD.Results highlighted the benefits to rehabilitation professionals of listening to service users to understand the complexity of their lived experiences, including how this information can be used to improve service design and delivery.Results also highlighted the potential role of incorporating student-led clinics within models of healthcare and rehabilitation service delivery.Utilising student-led clinics can help to increase access to specialised services for underserved groups in our community, combat shortages in the health workforce, reduce burden on the public health system, and educate the future of rehabilitation professionals.


Assuntos
Efeitos Tardios da Exposição Pré-Natal , Criança , Adolescente , Humanos , Feminino , Gravidez , Pais , Estudantes , Cuidadores , Instituições de Assistência Ambulatorial
15.
JAMA Pediatr ; 2024 Aug 05.
Artigo em Inglês | MEDLINE | ID: mdl-39102255

RESUMO

Importance: The multifaceted nature of screen use has been largely overlooked in favor of a simplistic unidimensional measure of overall screen time when evaluating the benefits and risks of screen use to early childhood development. Objective: To conduct a systematic review and meta-analysis to examine associations of screen use contexts in early childhood with cognitive and psychosocial outcomes. Data Sources: PsycINFO, Embase, MEDLINE Ovid, ProQuest, CINAHL, Web of Science, and Scopus were searched from inception to December 31, 2023. Study Selection: A total of 7441 studies were initially identified. Studies were included if they examined associations between a contextual factor of screen use among children aged 0 to 5.99 years and cognitive or psychosocial development. Observational, experimental, and randomized clinical trial study designs were included. Data Extraction and Synthesis: All studies were independently screened in duplicate following PRISMA guidelines. Effect sizes of associations (r) from observational studies were pooled using random-effects 3-level meta-analyses. The remaining study designs were narratively synthesized. Main Outcomes and Measures: Screen use contexts included content (child directed and age inappropriate), type (program viewing and game or app use), co-use (or solo use), background television, caregiver screen use during child routines, and purpose. Outcomes were cognitive (executive functioning, language, and academic skills) or psychosocial (internalizing and externalizing behavior problems and socioemotional competence). Results: Overall, 100 studies (176 742 participants) were included, and of these, 64 observational studies (pooled sample sizes ranging from 711 to 69 232) were included in meta-analyses. Program viewing (n = 14; k = 48; r, -0.16; 95% CI, -0.24 to -0.08) and background television (n = 8; k = 18; r, -0.10; 95% CI, -0.18 to -0.02) were negatively associated with cognitive outcomes, while program viewing (n = 6; k = 31; r, -0.04; 95% CI, -0.07 to -0.01), age-inappropriate content (n = 9; k = 36; r, -0.11; 95% CI, -0.17 to -0.04), and caregiver screen use during routines (n = 6; k = 14; r, -0.11; 95% CI, -0.20 to -0.03) were negatively associated with psychosocial outcomes. Co-use was positively associated with cognitive outcomes (n = 8; k = 28; r, 0.14; 95% CI, 0.03 to 0.25). Conclusions and Relevance: Findings show small to moderate effect sizes that highlight the need to consider screen use contexts when making recommendations for families, clinicians, and educators beyond screen time limits; including encouraging intentional and productive screen use, age-appropriate content, and co-use with caregivers.

17.
Comput Biol Med ; 153: 106479, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-36610214

RESUMO

In molecular and biological sciences, experiments are expensive, time-consuming, and often subject to ethical constraints. Consequently, one often faces the challenging task of predicting desirable properties from small data sets or scarcely-labeled data sets. Although transfer learning can be advantageous, it requires the existence of a related large data set. This work introduces three graph-based models incorporating Merriman-Bence-Osher (MBO) techniques to tackle this challenge. Specifically, graph-based modifications of the MBO scheme are integrated with state-of-the-art techniques, including a home-made transformer and an autoencoder, in order to deal with scarcely-labeled data sets. In addition, a consensus technique is detailed. The proposed models are validated using five benchmark data sets. We also provide a thorough comparison to other competing methods, such as support vector machines, random forests, and gradient boosting decision trees, which are known for their good performance on small data sets. The performances of various methods are analyzed using residue-similarity (R-S) scores and R-S indices. Extensive computational experiments and theoretical analysis show that the new models perform very well even when as little as 1% of the data set is used as labeled data.


Assuntos
Algoritmos , Máquina de Vetores de Suporte , Algoritmo Florestas Aleatórias
18.
Alcohol Clin Exp Res (Hoboken) ; 47(11): 2022-2032, 2023 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-38226761

RESUMO

Previous reviews have examined annual mean costs of care for individuals with fetal alcohol spectrum disorder (FASD), costs of the health burden, costs to the justice system, productivity losses for caregivers, and both the monetary and nonmonetary costs of reduced quality of life. However, because there have been no published reviews focused on understanding the resource implications and specific service features for the assessment and diagnostic process for FASD, the current scoping review investigated the available evidence on these topics. Eligible studies were identified through a systematic search of six databases and included if they contained information on the potential costs or models of care associated with undertaking an assessment for FASD. Data were charted, underwent content analysis, and were reported according to the PRISMA extension for scoping reviews. Eleven studies were included in the final qualitative synthesis. The primary patient costs were attributed to the lengthy time required for diagnosis (up to 47 h). The primary service costs were attributed to costs of clinicians and support personnel and the involvement of multidisciplinary teams in the assessment process. Estimates of the specific dollar values of diagnostic costs were limited and varied between studies. Several models of care were explored, primarily in Canadian clinics, which aimed to capitalize on available services to improve accessibility and patient care and reduce service costs. This study provides important preliminary insights into the resource implications and models of care involved in the diagnostic assessment of FASD. However, the low number of available studies and variability in available data highlight the need for formal costing studies and detailed information gathering on available models of care to inform future clinical practice and policy development.

19.
Ann Med Surg (Lond) ; 85(7): 3323-3333, 2023 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-37427212

RESUMO

The coronavirus disease 2019 (COVID-19) pandemic has unveiled a wide array of clinical biomarkers, and neurological manifestations in affected patients, necessitating further exploration. Methods: This single-center retrospective study evaluated clinical and neurological sequelae, demographics, as well as laboratory markers, in hospitalized COVID-19 patients from January to September 2020. Results: Among 1248 inpatients (median age: 68 years; 651 women), 387 (31%) were admitted to the ICU. Central nervous system (CNS) manifestations were present in 521 (41.74%) patients, while peripheral nervous system manifestations were observed in 84 (6.73%). COVID-19-related mortality occurred in 314 (25.16%) cases. ICU-admitted patients were predominantly male (P<0.0001), older (age≥60; P=0.037) and had more comorbidities such as diabetes (P=0.001), hyperlipidemia (P=0.043), and coronary artery disease (P=0.015). ICU patients exhibited more CNS manifestations (P=0.001), including impaired consciousness (P<0.0001) and acute cerebrovascular disease (P=0.023). Biomarkers linked to admission to the ICU included elevated white blood cell count, ferritin, lactate dehydrogenase, creatine kinase, blood urea nitrogen, creatinine, and acute phase reactants (e.g. erythrocyte sedimentation rate and C-reactive protein). ICU patients demonstrated lower lymphocyte and platelet counts compared to non-ICU patients. Those with CNS involvement in the ICU often exhibited elevated blood urea nitrogen, creatinine, and creatine kinase levels. Higher mortality from COVID-19 was observed in ICU patients (P<0.0001). Conclusions: Multiple serum biomarkers, comorbidities, and neurological manifestations in COVID-19 patients have been consistently documented and may be linked to increased morbidity, ICU admission, and mortality. Recognizing and addressing these clinical and laboratory markers is essential for effective COVID-19 management.

20.
J Investig Med ; 71(8): 907-916, 2023 12.
Artigo em Inglês | MEDLINE | ID: mdl-37485922

RESUMO

In the midst of the coronavirus disease 2019 (COVID-19) pandemic, intensive care units (ICUs) around the world have been pushed to their limits as they grapple with the effects of the severe acute respiratory syndrome coronavirus 2 virus. Identifying prognostic factors that influence mortality in COVID-19 patients admitted to the ICU could offer valuable insights for clinicians seeking to prevent disease progression. A retrospective analysis was conducted on COVID-19 patients admitted to the ICU between January and September 2020. The analysis considered patient demographics, comorbidities, neurological and non-neurological symptoms, as well as laboratory markers. The multivariate logistic regression analysis aims to uncover associations between these factors and patient outcomes. Of the 387 patients included in this study, nearly half (48.5%) of the ICU patients succumbed to COVID-19. Factors that contributed to increased mortality included being 60 years of age or older, impaired consciousness, lung disease, elevated international normalized ratio (INR), and elevated blood urea nitrogen (BUN) levels. Surprisingly, symptoms such as dizziness/lightheadedness, myalgia, and headache were associated with a higher likelihood of survival. In addition, elevated D-dimer and aspartate aminotransferase (AST) levels, as well as lymphopenia, were more commonly observed in deceased patients. The study concluded that those who died in the ICU tended to be older, white, and burdened with more comorbidities and impaired consciousness. With the intriguing link between specific symptoms and survival, further research is essential to uncover the underlying pathophysiological mechanisms that influence ICU patient outcomes in the context of COVID-19.


Assuntos
COVID-19 , Humanos , Estudos Retrospectivos , Fatores de Risco , SARS-CoV-2 , Unidades de Terapia Intensiva
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