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1.
PLoS Med ; 20(4): e1004081, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-37023021

RESUMO

BACKGROUND: The Coronavirus Disease 2019 (COVID-19) pandemic and associated mitigation policies created a global economic and health crisis of unprecedented depth and scale, raising the estimated prevalence of depression by more than a quarter in high-income countries. Low- and middle-income countries (LMICs) suffered the negative effects on living standards the most severely. However, the consequences of the pandemic for mental health in LMICs have received less attention. Therefore, this study assesses the association between the COVID-19 crisis and mental health in 8 LMICs. METHODS AND FINDINGS: We conducted a prospective cohort study to examine the correlation between the COVID-19 pandemic and mental health in 10 populations from 8 LMICs in Asia, Africa, and South America. The analysis included 21,162 individuals (mean age 38.01 years, 64% female) who were interviewed at least once pre- as well as post-pandemic. The total number of survey waves ranged from 2 to 17 (mean 7.1). Our individual-level primary outcome measure was based on validated screening tools for depression and a weighted index of depression questions, dependent on the sample. Sample-specific estimates and 95% confidence intervals (CIs) for the association between COVID-19 periods and mental health were estimated using linear regressions with individual fixed effects, controlling for independent time trends and seasonal variation in mental health where possible. In addition, a regression discontinuity design was used for the samples with multiple surveys conducted just before and after the onset of the pandemic. We aggregated sample-specific coefficients using a random-effects model, distinguishing between estimates for the short (0 to 4 months) and longer term (4+ months). The random-effects aggregation showed that depression symptoms are associated with a increase by 0.29 standard deviations (SDs) (95% CI [-.47, -.11], p-value = 0.002) in the 4 months following the onset of the pandemic. This change was equivalent to moving from the 50th to the 63rd percentile in our median sample. Although aggregate depression is correlated with a decline to 0.21 SD (95% CI [-0.07, -.34], p-value = 0.003) in the period thereafter, the average recovery of 0.07 SD (95% CI [-0.09, .22], p-value = 0.41) was not statistically significant. The observed trends were consistent across countries and robust to alternative specifications. Two limitations of our study are that not all samples are representative of the national population, and the mental health measures differ across samples. CONCLUSIONS: Controlling for seasonality, we documented a large, significant, negative association of the pandemic on mental health, especially during the early months of lockdown. The magnitude is comparable (but opposite) to the effects of cash transfers and multifaceted antipoverty programs on mental health in LMICs. Absent policy interventions, the pandemic could be associated with a lasting legacy of depression, particularly in settings with limited mental health support services, such as in many LMICs. We also demonstrated that mental health fluctuates with agricultural crop cycles, deteriorating during "lean", pre-harvest periods and recovering thereafter. Ignoring such seasonal variations in mental health may lead to unreliable inferences about the association between the pandemic and mental health.


Assuntos
COVID-19 , Humanos , Feminino , Adulto , Masculino , COVID-19/epidemiologia , Países em Desenvolvimento , Saúde Mental , Pandemias , Estudos Prospectivos , Controle de Doenças Transmissíveis
2.
Nicotine Tob Res ; 25(9): 1525-1537, 2023 08 19.
Artigo em Inglês | MEDLINE | ID: mdl-37104053

RESUMO

INTRODUCTION: There is significant variation in the format and delivery of group-based smoking cessation programs. To guide research and healthcare program implementation, it is important to understand the active components of interventions. AIMS AND METHODS: This review aimed to (1) identify behavior change techniques (BCTs) used in effective group-based smoking cessation interventions, (2) determine the effectiveness of group-based smoking cessation interventions on smoking cessation at 6-month follow-up, and (3) identify the behavior change techniques (BCTs) related to effective group-based smoking cessation. The following databases were searched in January 2000 and March 2022: MEDLINE, EMBASE, CINAHL, PsycINFO, The Cochrane Library, and Web of Science. BCTs used in each study were extracted using the BCT Taxonomy. Studies that included identified BCTs were computed, and meta-analyses were conducted to evaluate smoking cessation at 6-month follow-up. RESULTS: A total of 28 BCTs were identified from 19 randomized controlled trials. Studies included an average of 5.42 ± 2.0 BCTs. The most frequent BCTs were "information about health consequences" and "problem solving." The pooled 6-month smoking cessation was higher in the group-based intervention group (OR = 1.75, 95% CI = 1.12 to 2.72, p <.001). Inclusion of the following four BCTs: "Problem solving," "Information about health Consequences," "Information about social and environmental consequences," and "Reward (outcome)" were found to be significantly associated with increased rate of 6-month smoking cessation. CONCLUSIONS: Group-based smoking cessation interventions doubles the rate of smoking cessation at 6-month follow-up. Implementing group-based smoking cessation programs, that incorporate multiple BCTs, is recommended for an effective smoking cessation care. IMPLICATIONS: Group-based smoking cessation programs improves smoking cessation outcomes in clinical trials. There is a need to incorporate effective individual BCTs techniques to enhance smoking cessation treatment outcomes. A robust evaluation is required to assess the effectiveness of group-based cessation programs in real world settings. There is also a need to consider the differential effectiveness of group-based programs and BCT impacts on populations, for example, indigenous peoples.


Assuntos
Abandono do Hábito de Fumar , Humanos , Abandono do Hábito de Fumar/métodos , Terapia Comportamental/métodos , Resultado do Tratamento , Atenção à Saúde
3.
Women Birth ; 36(2): e237-e245, 2023 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-35918279

RESUMO

BACKGROUND: Most women who give up smoking during pregnancy relapse to smoking postnatally. Evidence on strategies that are helpful in maintaining smoking cessation during and beyond pregnancy is limited. AIM: This paper aims to explore Aboriginal women's experiences of quitting smoking, relapsing, and preventing relapse, focusing on the strategies they applied for attaining and maintaining abstinence and the support they received. METHODS: Qualitative interviews were conducted between October 2020 and June 2021, in urban New South Wales, Australia, with 12 Aboriginal women who either smoked tobacco or quit smoking and had been pregnant in the last five years. Aboriginal Research Assistants recruited participants, participated in data collection and data analysis. Data were thematically analysed. RESULTS: Major themes that emerged from the data include: a) aspiration to be abstinent; b) strong mindset; c) strategies to stay smoke-free; d) supports received; and e) service and policy recommendations. Protecting children from second-hand smoke had salience for the maintenance of abstinence. Having a strong mindset was perceived as a prerequisite to staying smoke-free. Use of multiple coping strategies in combination was frequently expressed. Knowledge about tobacco-related harms, the way nicotine dependence works, and the available support options was empowering and enabled informed decision making and actions around smoking cessation. CONCLUSION: This qualitative study conducted with 12 Aboriginal women revealed that Aboriginal women employ multiple strategies (cognitive, behavioural and social) to quit smoking and stay smoke-free. The strategies warrant further exploration with different Aboriginal communities across Australia and consideration of inclusion in smoking cessation care.


Assuntos
Abandono do Hábito de Fumar , Feminino , Humanos , Gravidez , Austrália , Povos Aborígenes Australianos e Ilhéus do Estreito de Torres , Abandono do Hábito de Fumar/psicologia , Inquéritos e Questionários
4.
JMIR Ment Health ; 9(2): e28502, 2022 Feb 18.
Artigo em Inglês | MEDLINE | ID: mdl-35179501

RESUMO

BACKGROUND: Functional recovery in psychosis remains a challenge despite current evidence-based treatment approaches. To address this problem, innovative interventions using virtual reality (VR) have recently been developed. VR technologies have enabled the development of realistic environments in which individuals with psychosis can receive psychosocial treatment interventions in more ecological settings than traditional clinics. These interventions may therefore increase the transfer of learned psychosocial skills to real-world environments, thereby promoting long-term functional recovery. However, the overall feasibility and efficacy of such interventions within the psychosis population remain unclear. OBJECTIVE: This systematic review aims to investigate whether VR-based psychosocial interventions are feasible and enjoyable for individuals with psychosis, synthesize current evidence on the efficacy of VR-based psychosocial interventions for psychosis, and identify the limitations in the current literature to guide future research. METHODS: This research followed the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. Literature searches were conducted in PubMed and PsycINFO in May 2021. We searched for peer-reviewed English articles that used a psychosocial intervention with a VR component. Participants in the included studies were diagnosed with schizophrenia, schizoaffective disorder, or another psychotic disorder. The included studies were divided into four categories as follows: cognitive remediation interventions, social skills interventions, vocational skills interventions, and auditory verbal hallucinations and paranoia interventions. The risk of bias assessment was performed for each study. RESULTS: A total of 18 studies were included in this systematic review. Of these 18 studies, 4 (22%) studies used a cognitive remediation intervention, 4 (22%) studies used a social skills intervention, 3 (17%) studies used a vocational skills intervention, and 7 (39%) studies implemented an intervention aimed at improving auditory verbal hallucinations or paranoia. A total of 745 individuals with psychosis were included in the study. All the studies that evaluated feasibility showed that VR-based psychosocial interventions were feasible and enjoyable for individuals with psychosis. The preliminary evidence on efficacy included in this review suggests that VR-based psychosocial interventions can improve cognitive, social, and vocational skills in individuals with psychosis. VR-based interventions may also improve the symptoms of auditory verbal hallucinations and paranoia. The skills that participants learned through these interventions were durable, transferred into real-world environments, and led to improved functional outcomes, such as autonomy, managing housework, and work performance. CONCLUSIONS: VR-based interventions may represent a novel and efficacious approach for improving psychosocial functioning in psychosis. Therefore, VR-based psychosocial interventions represent a promising adjunctive therapy for the treatment of psychosis, which may be used to improve psychosocial skills, community functioning, and quality of life.

5.
Front Hum Neurosci ; 15: 711054, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34867235

RESUMO

Introduction: Dual-task studies have demonstrated that walking is attention-demanding for younger adults. However, numerous studies have attributed this to task type rather than the amount of required to accomplish the task. This study examined four tasks: two discrete (i.e., short intervals of attention) and two continuous (i.e., sustained attention) to determine whether greater attentional demands result in greater dual-task costs due to an overloaded processing capacity. Methods: Nineteen young adults (21.5 ± 3.6 years, 13 females) completed simple reaction time (SRT) and go/no-go (GNG) discrete cognitive tasks and n-back (NBK) and double number sequence (DNS) continuous cognitive tasks with or without self-paced walking. Prefrontal cerebral hemodynamics were measured using functional near-infrared spectroscopy (fNIRS) and performance was measured using response time, accuracy, and gait speed. Results: Repeated measures ANOVAs revealed decreased accuracy with increasing cognitive demands (p = 0.001) and increased dual-task accuracy costs (p < 0.001). Response times were faster during the single compared to dual-tasks during the SRT (p = 0.005) and NBK (p = 0.004). DNS gait speed was also slower in the dual compared to single task (p < 0.001). Neural findings revealed marginally significant interactions between dual-task walking and walking alone in the DNS (p = 0.06) and dual -task walking compared to the NBK cognitive task alone (p = 0.05). Conclusion: Neural findings suggest a trend towards increased PFC activation during continuous tasks. Cognitive and motor measures revealed worse performance during the discrete compared to continuous tasks. Future studies should consider examining different attentional demands of motor tasks.

6.
Front Immunol ; 12: 752482, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34745125

RESUMO

Although considered the ternary inflammasome structure, whether the singular, perinuclear NLRP3:ASC speck is synonymous with the NLRP3 inflammasome is unclear. Herein, we report that the NLRP3:ASC speck is not required for nigericin-induced inflammasome activation but facilitates and maximizes IL-1ß processing. Furthermore, the NLRP3 agonists H2O2 and MSU elicited IL-1ß maturation without inducing specks. Notably, caspase-1 activity is spatially distinct from the speck, occurring at multiple cytoplasmic sites. Additionally, caspase-1 activity negatively regulates speck frequency and speck size, while speck numbers and IL-1ß processing are negatively correlated, cyclical and can be uncoupled by NLRP3 mutations or inhibiting microtubule polymerization. Finally, when specks are present, caspase-1 is likely activated after leaving the speck structure. Thus, the speck is not the NLRP3 inflammasome itself, but is instead a dynamic structure which may amplify the NLRP3 response to weak stimuli by facilitating the formation and release of small NLRP3:ASC complexes which in turn activate caspase-1.


Assuntos
Proteínas Adaptadoras de Sinalização CARD , Inflamassomos , Proteína 3 que Contém Domínio de Pirina da Família NLR , Células Cultivadas , Humanos , Salpicos Nucleares
7.
Artigo em Inglês | MEDLINE | ID: mdl-34769756

RESUMO

Smoke-free pregnancies have long-term health benefits for mothers and babies. This paper quantitatively examines factors associated with smoke-free pregnancies among Aboriginal and Torres Strait Islander women (hereafter Aboriginal women) and qualitatively explores their smoking cessation (SC) experiences during pregnancy. An Aboriginal-led online cross-sectional study on SC was conducted with Aboriginal women and in partnership with Aboriginal communities, between July and October 2020. The present analysis includes participants who made a pregnancy-related quit attempt (N = 103). Chi-squared tests, logistic regression models, and thematic analysis of free-form text responses were performed. The adjusted odds of having smoke-free pregnancies were 4.54 times higher among participants who used Aboriginal Health Services (AHS) (AOR = 4.54, p-value 0.018). Participants living in urban settings had 67% lower odds of having smoke-free pregnancies compared to their regional/remote counterparts (AOR = 0.33, p-value 0.020). Qualitative data revealed strong motivations to reduce tobacco-related harms to the fetus and variability in quitting experiences at different stages of and across pregnancies. Smoking cessation care (SCC) can support Aboriginal women meaningfully if their quitting experiences are considered in SCC development and implementation. Consistent funding for AHS-led SCC is needed to garner health benefits for Aboriginal peoples. More research into urban versus regional/remote differences in maternal SC is recommended.


Assuntos
Serviços de Saúde do Indígena , Abandono do Hábito de Fumar , Estudos Transversais , Feminino , Humanos , Havaiano Nativo ou Outro Ilhéu do Pacífico , Gravidez , Projetos de Pesquisa
8.
Int J Gynaecol Obstet ; 155(2): 282-289, 2021 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-34355395

RESUMO

OBJECTIVE: Aboriginal and Torres Strait Islander women (hereafter Aboriginal) and their babies experience poor health outcomes for which smoking is a major risk factor. This paper explores Aboriginal women's perspectives on and experiences of smoking cessation, within and outside pregnancy, and their use of smoking cessation services using the COM-B (Capability, Opportunity, Motivation as determinants of Behaviour) model to understand Aboriginal women's capabilities, opportunities, and motivation for smoking cessation. METHODS: Data came from 11 focus groups conducted in regional New South Wales, Australia, with 80 women aged between 16 and 68 years. Thematic analysis was performed following the COM-B model. RESULTS: Seven themes related to capability, opportunity, motivation, and smoking cessation behaviors were identified. The themes highlighted that agency, knowledge, and self-efficacy (as capability), a supportive social environment, and access to culturally appropriate services and resources (as opportunities), together with automatic and reflective motivations for quitting, may enable short- or long-term smoking cessation. CONCLUSION: Smoking cessation interventions may be more effective if the dynamics of the COM-B factors are considered. Policy and practice changes for further enhancing regional Aboriginal women's psychological capability and supportive social environments, and making smoking cessation services culturally appropriate are warranted.


Assuntos
Abandono do Hábito de Fumar , Adolescente , Adulto , Idoso , Austrália , Atenção à Saúde , Feminino , Humanos , Pessoa de Meia-Idade , Havaiano Nativo ou Outro Ilhéu do Pacífico , Gravidez , Fumar , Adulto Jovem
9.
PLoS One ; 16(7): e0255392, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34324606

RESUMO

BACKGROUND: This study examines the association between food insecurity and mental health of women during the COVID-19 pandemic in a resource poor setting. MATERIALS AND METHODS: Data were collected at two time-points (wave 1 and 2) from 2402 women, one per household, participating in a larger study during extended COVID-19 lockdown in the rural areas of the southwest region of Bangladesh. The primary outcome of the analyses is the association between food insecurity, measured using the Food Insecurity Experience Scale (FIES), and stress level, measured using the Perceived Stress Scale (PSS), for women during the lockdown. General awareness about COVID-19 and attitude towards prescribed preventive measures were also measured since COVID-19 health concerns could exacerbate food insecurity. RESULTS: An individual-level evaluation of the effect of wave 2 FIES score on PSS score showed that worsening of the food security status increasing the stress level of the participants (95% CI: 1.61; 2.13; p-value: <0.001). Additionally, a significant negative association was observed between the PSS score and change in food security status between the two waves (Coefficient: -1.15, 95% CI: -1.30; -0.99, p-value: <0.001), indicating that deterioration in food security status over the pandemic period increasing the stress level. At the village level, the results showed a similar pattern. General awareness around ways coronavirus spreads was high, yet there were misperceptions at a higher level. Maintaining hand hygiene, wearing face masks outside the home, and going outside only when necessary were widely practised. Fewer respondents could maintain a 1.5-metre distance from others in the outside and maintained cough and sneeze etiquette. CONCLUSION: The results indicate a higher stress level, a potential contributor to poor mental health, as food insecurity deteriorated. Policy initiatives in ameliorating immediate food insecurity during crises, improving long-term wellbeing, and expanding the reach of mental health support are warranted.


Assuntos
COVID-19/psicologia , Adulto , Atitude Frente a Saúde , Bangladesh , Países em Desenvolvimento , Características da Família , Feminino , Insegurança Alimentar , Humanos , Saúde Mental , Pandemias/estatística & dados numéricos , Distanciamento Físico
10.
Nicotine Tob Res ; 23(6): 888-899, 2021 05 24.
Artigo em Inglês | MEDLINE | ID: mdl-33428764

RESUMO

BACKGROUND: With a high prevalence of smoking during pregnancy and limited Indigenous-specific evidence for treatment, we used socioecological mapping to identify multilevel barriers and enablers to smoking cessation related to Indigenous Australian pregnant and postpartum women. METHODS: Nine electronic databases were searched. Original studies except interventions and trials, published in English, up to February 29, 2020 were included. Studies were appraised using the QualSyst tool. Evidence was narratively synthesized. The review protocol was registered with PROSPERO (CRD42019135543). RESULTS: A total of 15 studies (10 quantitative, 5 qualitative) were included, covering 1306 women, 3 partners/family members, 234 health professionals (HP), and 2755 patient records. Complex and overlapping barriers were identified at individual, family, community, societal, and system levels. Socioeconomic disadvantages, inequality, and pervasive racism as legacies of colonization, combined with personal, family, and community circumstances intensified individual experiences of stress, which may be heightened during pregnancy. Inadequate smoking cessation care (SCC), inconsistent antitobacco messages, and ineffectual HP interventions underscore a need for service enhancement and further evidence to develop culturally relevant messages. High motivation of pregnant women to quit, resilience, and supports available in the family and community are strengths that warrant attention in future interventions. CONCLUSIONS: SCC without ameliorating the social disadvantages and the disparities in health determinants between Indigenous and non-Indigenous Australian women may limit the effectiveness of SCC. A comprehensive approach is required that includes policy changes for addressing external stressors the women experience, engagement of family and community, and better training of HP and provision of free pharmacotherapy. IMPLICATIONS: To systematically address barriers to smoking cessation at multiple levels, initiatives to ameliorate social disadvantages and discrepancies in social determinants of health between Indigenous and non-Indigenous Australians are required to be taken in tandem with SCC. Initiatives may include making relevant policy changes and allocating more resources for education, employment, housing, and community development. Enhancement of knowledge, skills, and confidence of HP regarding the provision of high-quality SCC for Indigenous women and their families is warranted. Future interventions may build on high motivation, resilience, and strengths of individual women, and incorporate support strategies engaging family and community.


Assuntos
Período Pós-Parto , Abandono do Hábito de Fumar , Austrália/epidemiologia , Feminino , Humanos , Havaiano Nativo ou Outro Ilhéu do Pacífico , Gravidez , Fumar
11.
Food Policy ; 101: 102066, 2021 May.
Artigo em Inglês | MEDLINE | ID: mdl-36570062

RESUMO

COVID-19 has threatened food security of the poor due to the lockdown of markets amidst poor institutions and lack of social safety nets in the developing world. To provide rapid evidence on the determinants and dynamics of food insecurity and to understand the coping strategies adopted by rural households during the pandemic, we carried out a telephone survey of roughly 10,000 rural households in Bangladesh, three weeks after the country went into lockdown. We found that roughly 90% of households reported experiencing a negative income shock after the countrywide lockdown was implemented. Households that primarily depend on daily casual labor for their income were affected the most, while households with regular jobs were affected the least in terms of food insecurity. Households adversely hit by income shock due to the pandemic were also found to rely more on past savings, food stocks, and loans from various sources to cope with the food crisis. When we followed-up 2402 households, about 3 to 4 weeks after the first survey, to understand the dynamics of food insecurity, we found that food insecurity increased significantly across households and began affecting groups that were in an advantageous position during the first survey. This poses a threat to the poor as food security has already worsened since the crisis hit and would presumably worsen further in the future unless rapid measures are taken to attenuate it at the earliest.

12.
Implement Sci ; 15(1): 98, 2020 11 04.
Artigo em Inglês | MEDLINE | ID: mdl-33148294

RESUMO

BACKGROUND: Despite being one of the few evidence-based treatments for acute ischemic stroke, intravenous thrombolysis has low implementation rates-mainly due to a narrow therapeutic window and the health system changes required to deliver it within the recommended time. This systematic review and meta-analyses explores the differential effectiveness of intervention strategies aimed at improving the rates of intravenous thrombolysis based on the number and type of behaviour change wheel functions employed. METHOD: The following databases were searched: MEDLINE, EMBASE, PsycINFO, CINAHL and SCOPUS. Multiple authors independently completed study selection and extraction of data. The review included studies that investigated the effects of intervention strategies aimed at improving the rates of intravenous thrombolysis and/or onset-to-needle, onset-to-door and door-to-needle time for thrombolysis in patients with acute ischemic stroke. Interventions were coded according to the behaviour change wheel nomenclature. Study quality was assessed using the QualSyst scoring system for quantitative research methodologies. Random effects meta-analyses were used to examine effectiveness of interventions based on the behaviour change wheel model in improving rates of thrombolysis, while meta-regression was used to examine the association between the number of behaviour change wheel intervention strategies and intervention effectiveness. RESULTS: Results from 77 studies were included. Five behaviour change wheel interventions, 'Education', 'Persuasion', 'Training', 'Environmental restructuring' and 'Enablement', were found to be employed among the included studies. Effects were similar across all intervention approaches regardless of type or number of behaviour change wheel-based strategies employed. High heterogeneity (I2 > 75%) was observed for all the pooled analyses. Publication bias was also identified. CONCLUSION: There was no evidence for preferring one type of behaviour change intervention strategy, nor for including multiple strategies in improving thrombolysis rates. However, the study results should be interpreted with caution, as they display high heterogeneity and publication bias.


Assuntos
Isquemia Encefálica , Acidente Vascular Cerebral , Terapia Comportamental , Humanos , Acidente Vascular Cerebral/tratamento farmacológico , Terapia Trombolítica
13.
Cancer Rep (Hoboken) ; 3(6): e1293, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-33026718

RESUMO

BACKGROUND: Oral squamous cell carcinoma (OSCC) is the most prevalent form of oral cancer. Very few researches have been carried out for the automatic diagnosis of OSCC using artificial intelligence techniques. Though biopsy is the ultimate test for cancer diagnosis, analyzing a biopsy report is a very much challenging task. To develop computer-assisted software that will diagnose cancerous cells automatically is very important and also a major need of the hour. AIM: To identify OSCC based on morphological and textural features of hand-cropped cell nuclei by traditional machine learning methods. METHODS: In this study, a structure for semi-automated detection and classification of oral cancer from microscopic biopsy images of OSCC, using clinically significant and biologically interpretable morphological and textural features, are examined and proposed. Forty biopsy slides were used for the study from which a total of 452 hand-cropped cell nuclei has been considered for morphological and textural feature extraction and further analysis. After making a comparative analysis of commonly used methods in the segmentation technique, a combined technique is proposed. Our proposed methodology achieves the best segmentation of the nuclei. Henceforth the features extracted were fed into five classifiers, support vector machine, logistic regression, linear discriminant, k-nearest neighbors and decision tree classifier. Classifiers were also analyzed by training time. Another contribution of the study is a large indigenous cell level dataset of OSCC biopsy images. RESULTS: We achieved 99.78% accuracy applying decision tree classifier in classifying OSCC using morphological and textural features. CONCLUSION: It is found that both morphological and textural features play a very important role in OSCC diagnosis. It is hoped that this type of framework will help the clinicians/pathologists in OSCC diagnosis.


Assuntos
Aprendizado de Máquina , Neoplasias Bucais/patologia , Carcinoma de Células Escamosas de Cabeça e Pescoço/patologia , Biópsia , Humanos , Neoplasias Bucais/classificação , Neoplasias Bucais/diagnóstico , Análise de Componente Principal , Carcinoma de Células Escamosas de Cabeça e Pescoço/classificação , Carcinoma de Células Escamosas de Cabeça e Pescoço/diagnóstico
14.
Front Immunol ; 11: 1828, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32983094

RESUMO

The NLRP3 inflammasome is central to host defense and implicated in various inflammatory diseases and conditions. While the favored paradigm of NLRP3 inflammasome activation stipulates a unifying signal intermediate that de-represses NLRP3, this view has not been tested. Further, structures within NLRP3 required for inflammasome activation are poorly defined. Here we demonstrate that while the NLRP3 LRRs are not auto-repressive and are not required for inflammasome activation by all agonists, distinct sequences within the NLRP3 LRRs positively and negatively modulate inflammasome activation by specific ligands. In addition, elements within the HD1/HD2 "hinge" of NLRP3 and the nucleotide-binding domain have contrasting functions depending upon the specific agonists. Further, while NLRP3 1-432 is minimally sufficient for inflammasome activation by all agonists tested, the pyrin, and linker domains (1-134) function cooperatively and are sufficient for inflammasome activation by certain agonists. Conserved cysteines 8 and 108 appear important for inflammasome activation by sterile, but not infectious insults. Our results define common and agonist-specific regions of NLRP3 that likely mediate ligand-specific responses, discount the hypothesis that NLRP3 inflammasome activation has a unified mechanism, and implicate NLRP3 as an integrator of agonist-specific, inflammasome activating signals.


Assuntos
Inflamassomos/metabolismo , Proteína 3 que Contém Domínio de Pirina da Família NLR/metabolismo , Proteínas Adaptadoras de Transdução de Sinal/imunologia , Proteínas Adaptadoras de Transdução de Sinal/metabolismo , Animais , Proteínas Reguladoras de Apoptose/imunologia , Proteínas Reguladoras de Apoptose/metabolismo , Francisella/fisiologia , Células HEK293 , Humanos , Inflamassomos/agonistas , Inflamassomos/química , Inflamassomos/imunologia , Leucina , Ligantes , Listeria monocytogenes/fisiologia , Macrófagos/imunologia , Macrófagos/metabolismo , Camundongos , Proteína 3 que Contém Domínio de Pirina da Família NLR/agonistas , Proteína 3 que Contém Domínio de Pirina da Família NLR/química , Proteína 3 que Contém Domínio de Pirina da Família NLR/imunologia , Proteínas NLR , Domínio Pirina , Sequências Repetitivas de Aminoácidos
15.
Tissue Cell ; 63: 101322, 2020 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-32223950

RESUMO

Despite profound knowledge of the incidence of oral cancers and a large body of research beyond it, it continues to beat diagnosis and treatment management. Post physical observation by clinicians, a biopsy is a gold standard for accurate detection of any abnormalities. Towards the application of artificial intelligence as an aid to diagnosis, automated cell nuclei segmentation is the most essential step for the recognition of the cancer cells. In this study, we have extracted the shape, texture and color features from the histopathological images collected indigenously from regional hospitals. A dataset of 42 whole slide slices was used to automatically segment and generate a cell level dataset of 720 nuclei. Next, different classifiers were applied for classification purposes. 99.4 % accuracy using Decision Tree Classifier, 100 % accuracy using both SVM and Logistic regression and 100 % accuracy using SVM, Logistic regression and Linear Discriminant were acquired for shape, textural and color features respectively. The in-depth analysis showed SVM and Linear Discriminant classifier gave the best result for texture and color features respectively. The achieved result can be effectively converted to software as an assistant diagnostic tool.


Assuntos
Carcinoma de Células Escamosas/patologia , Núcleo Celular/ultraestrutura , Processamento de Imagem Assistida por Computador , Neoplasias Bucais/patologia , Inteligência Artificial , Biópsia , Carcinoma de Células Escamosas/diagnóstico , Carcinoma de Células Escamosas/diagnóstico por imagem , Carcinoma de Células Escamosas/ultraestrutura , Núcleo Celular/patologia , Conjuntos de Dados como Assunto , Feminino , Humanos , Masculino , Neoplasias Bucais/diagnóstico , Neoplasias Bucais/diagnóstico por imagem , Neoplasias Bucais/ultraestrutura
16.
Hum Mov Sci ; 70: 102587, 2020 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-32217205

RESUMO

OBJECTIVES: The postural control dual-task literature has demonstrated greater postural stability during dual-task in comparison to single task (i.e., standing balance alone through the examination of multiple kinetic and kinematic measures. This improve stability is thought to reflect an automatic mode of postural control during dual-task. Recently, sample entropy (SampEn) and wavelet discrete transform have supported the claim of automaticity, as higher SampEn values and a shift toward increased contributions from automatic sensory systems have been demonstrated in dual-task settings. In order to understand the cortical component of postural control, functional near-infrared spectroscopy has been used to measure cortical activation during postural control conditions. However, the neural correlates of automatic postural behaviour have yet to be fully investigated. Therefore, the purpose of this study is to confirm the presence of automatic postural control through static and dynamic balance measures, and to investigate the prefrontal cortex activation when concurrently performing quiet standing and the auditory cognitive tasks of varied difficulty. METHOD: Eighteen healthy young adults (21.4 ± 3.96 yo), 12 females and 6 males, with no balance deficits were recruited. Participants were instructed to either quietly stand on a force platform (SM), perform three cognitive tasks while seated (SC) or perform both aforementioned tasks concurrently (DT). RESULTS: Results supported automatic postural control with lower area and standard deviation of center-of-pressure in DT conditions compared to SM. As for SampEn and the wavelet analysis, DT conditions demonstrated greater values than SM, and a shift from vision to a cerebellar contribution. For the most difficult cognitive task, the DNS task, a trend toward significantly lower right hemisphere prefrontal cortex activation compared to left hemisphere activation in DT was found, potentially representing a decrease in cognitive control, and the presence of automaticity. CONCLUSION: These findings suggest that the simultaneous performance of a difficult cognitive task and posture yields automatic postural behaviour, and provides insight into the neural correlates of automaticity.


Assuntos
Encéfalo/fisiologia , Equilíbrio Postural/fisiologia , Sensação/fisiologia , Posição Ortostática , Percepção Auditiva/fisiologia , Fenômenos Biomecânicos , Cerebelo/fisiologia , Cognição , Feminino , Lateralidade Funcional/fisiologia , Humanos , Masculino , Córtex Pré-Frontal/fisiologia , Desempenho Psicomotor/fisiologia , Postura Sentada , Espectroscopia de Luz Próxima ao Infravermelho , Adulto Jovem
17.
Data Brief ; 29: 105114, 2020 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-32021884

RESUMO

The repository is composed of 1224 images divided into two sets of images with two different resolutions. First set consists of 89 histopathological images with the normal epithelium of the oral cavity and 439 images of Oral Squamous Cell Carcinoma (OSCC) in 100x magnification. The second set consists of 201 images with the normal epithelium of the oral cavity and 495 histopathological images of OSCC in 400x magnification. The images were captured using a Leica ICC50 HD microscope from Hematoxyline and Eosin (H&E) stained tissue slides collected, prepared and catalogued by medical experts from 230 patients. A subset of 269 images from the second data set was used to detect OSCC based on textural features [1]. Histopathology plays a very important role in diagnosing a disease. It is the investigation of biological tissues to detect the presence of diseased cells in microscopic detail. It usually involves a biopsy. Till date biopsy is the gold-standard test to diagnose cancer. The biopsy slides are examined based on various cytological criteria under a microscope. Therefore, there is a high possibility of not retaining uniformity and ensuring reproducibility in outcomes [2, 3]. Computational diagnostic tools, on the other hand, facilitate objective judgments by making the use of the quantitative measure. This dataset can be utilized in establishing automated diagnostic tool using Artificial Intelligence approaches.

18.
Soc Sci Med ; 196: 150-157, 2018 01.
Artigo em Inglês | MEDLINE | ID: mdl-29182963

RESUMO

The ways in which women's engagement in paid work shapes their experiences of violence in the home and workplace is widely debated, particularly in Bangladesh, but rarely considered together. We undertook 23 in-depth interviews with female garment workers living in slums in Bangladesh, and nine interviews with key informants (factory managers and supervisors, male workers, and employees from non-governmental organisations). Data came from two studies conducted in Dhaka, Bangladesh - the first between August and September 2011 and the second between June and August 2015 - and were analysed using thematic analysis. In both settings, women experienced similar forms of violence, including emotional, physical, sexual, and economic, although from different perpetrators. Despite violence in the home and violence in the workplace typically being considered separately, we identify four overlaps between them. First, violence in both settings is shaped by how patriarchal norms and structures of institutions intersect with institutions economic structures. Second, dominant representations of female garment workers as sex workers or sexually promiscuous enables violence against them. Third, economic violence is used as a way to control and limit women's autonomy. Fourth, women develop strategies to continue working and maximize the benefits of work for themselves. Finally, we suggest how interventions could work to prevent violence in the home and workplace.


Assuntos
Vestuário , Habitação , Violência/psicologia , Mulheres Trabalhadoras/psicologia , Local de Trabalho , Adolescente , Adulto , Bangladesh , Feminino , Humanos , Violência por Parceiro Íntimo/psicologia , Violência por Parceiro Íntimo/estatística & dados numéricos , Áreas de Pobreza , Poder Psicológico , Pesquisa Qualitativa , Fatores Socioeconômicos , Violência/estatística & dados numéricos , Mulheres Trabalhadoras/estatística & dados numéricos , Adulto Jovem
19.
J Leukoc Biol ; 101(2): 531-542, 2017 02.
Artigo em Inglês | MEDLINE | ID: mdl-27630217

RESUMO

Respiratory infection with Francisella tularensis (Ft) is characterized by a muted, acute host response, followed by sepsis-like syndrome that results in death. Infection with Ft establishes a principally anti-inflammatory environment that subverts host-cell death programs to facilitate pathogen replication. Although the role of cytokines has been explored extensively, the role of eicosanoids in tularemia pathogenesis is not fully understood. Given that lipoxin A4 (LXA4) has anti-inflammatory properties, we investigated whether this lipid mediator affects host responses manifested early during infection. The addition of exogenous LXA4 inhibits PGE2 release by Ft-infected murine monocytes in vitro and diminishes apoptotic cell death. Tularemia pathogenesis was characterized in 5­lipoxygenase-deficient (Alox5-/-) mice that are incapable of generating LXA4 Increased release of proinflammatory cytokines and chemokines, as well as increased apoptosis, was observed in Alox5-/- mice as compared with their wild-type counterparts. Alox5-/- mice also exhibited elevated recruitment of neutrophils during the early phase of infection and increased resistance to lethal challenge. Conversely, administration of exogenous LXA4 to Alox5-/- mice made them more susceptible to infection thus mimicking wild-type animals. Taken together, our results suggest that 5-LO activity is a critical regulator of immunopathology observed during the acute phase of respiratory tularemia, regulating bacterial burden and neutrophil recruitment and production of proinflammatory modulators and increasing morbidity and mortality. These studies identify a detrimental role for the 5-LO-derived lipid mediator LXA4 in Ft-induced immunopathology. Targeting this pathway may have therapeutic benefit as an adjunct to treatment with antibiotics and conventional antimicrobial peptides, which often have limited efficacy against intracellular bacteria.


Assuntos
Araquidonato 5-Lipoxigenase/metabolismo , Imunidade/efeitos dos fármacos , Lipoxinas/farmacologia , Metaboloma , Infecções Respiratórias/imunologia , Infecções Respiratórias/microbiologia , Tularemia/imunologia , Doença Aguda , Animais , Apoptose/efeitos dos fármacos , Araquidonato 5-Lipoxigenase/deficiência , Células da Medula Óssea/efeitos dos fármacos , Células da Medula Óssea/patologia , Morte Celular/efeitos dos fármacos , Quimiocinas/metabolismo , Doença Crônica , Dinoprostona/metabolismo , Suscetibilidade a Doenças , Regulação para Baixo/efeitos dos fármacos , Francisella tularensis/efeitos dos fármacos , Indóis/farmacologia , Mediadores da Inflamação/metabolismo , Leucotrieno B4/metabolismo , Lipoxinas/administração & dosagem , Macrófagos/efeitos dos fármacos , Macrófagos/microbiologia , Macrófagos/patologia , Camundongos Endogâmicos C57BL , Especificidade de Órgãos/efeitos dos fármacos , Tularemia/microbiologia , Tularemia/patologia
20.
PLoS One ; 8(3): e58513, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-23554897

RESUMO

Francisella tularensis (Ft) is a highly infectious intracellular pathogen and the causative agent of tularemia. Because Ft can be dispersed via small droplet-aerosols and has a very low infectious dose it is characterized as a category A Select Agent of biological warfare. Respiratory infection with the attenuated Live Vaccine Strain (LVS) and the highly virulent SchuS4 strain of Ft engenders intense peribronchiolar and perivascular inflammation, but fails to elicit select pro-inflammatory mediators (e.g., TNF, IL-1ß, IL-6, IL-12, and IFN-γ) within the first ~72 h. This in vivo finding is discordant with the principally TH1-oriented response to Ft frequently observed in cell-based studies wherein the aforementioned cytokines are produced. An often overlooked confounding factor in the interpretation of experimental results is the influence of environmental cues on the bacterium's capacity to elicit certain host responses. Herein, we reveal that adaptation of Ft to its mammalian host imparts an inability to elicit select pro-inflammatory mediators throughout the course of infection. Furthermore, in vitro findings that non-host adapted Ft elicits such a response from host cells reflect aberrant recognition of the DNA of structurally-compromised bacteria by AIM2-dependent and -independent host cell cytosolic DNA sensors. Growth of Ft in Muller-Hinton Broth or on Muller-Hinton-based chocolate agar plates or genetic mutation of Ft was found to compromise the structural integrity of the bacterium thus rendering it capable of aberrantly eliciting pro-inflammatory mediators (e.g., TNF, IL-1ß, IL-6, IL-12, and IFN-γ). Our studies highlight the profound impact of different growth conditions on host cell response to infection and demonstrate that not all in vitro-derived findings may be relevant to tularemia pathogenesis in the mammalian host. Rational development of a vaccine and immunotherapeutics can only proceed from a foundation of knowledge based upon in vitro findings that recapitulate those observed during natural infection.


Assuntos
Citocinas/imunologia , Francisella tularensis/imunologia , Infecções Respiratórias/imunologia , Tularemia/imunologia , Animais , Vacinas Bacterianas/imunologia , Vacinas Bacterianas/farmacologia , Francisella tularensis/patogenicidade , Humanos , Inflamação/imunologia , Inflamação/microbiologia , Inflamação/patologia , Camundongos , Camundongos Knockout , Infecções Respiratórias/microbiologia , Infecções Respiratórias/patologia , Tularemia/microbiologia , Tularemia/patologia , Vacinas Atenuadas/imunologia , Vacinas Atenuadas/farmacologia
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