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1.
Braz J Microbiol ; 54(3): 1645-1654, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-37036659

RESUMO

Microbial L-asparaginase is well known for its application in food industries to reduce acrylamide content in fried starchy food. L-asparaginase produced by Arctic actinomycetes Streptomyces koyangensis SK4 was purified and studied for biochemical characterization. The L-asparaginase was purified with a yield of 15.49% and final specific activity of 179.77 IU/mg of protein. The enzyme exhibited a molecular weight of 43 kDa. The optimum pH and temperature for maximum activity of the purified enzyme were 8.5 °C and 40 °C, respectively. The enzyme expressed maximum activity at an incubation period of 30 min and a substrate concentration of 0.06 M. The enzyme has a low Km value of 0.041 M and excellent substrate specificity toward L-asparagine. The enzyme activity was inhibited by metal ions Ba2+ and Hg2+, while Mn2+ and Mg2+ enhanced the activity. The study evaluated the acrylamide reduction potential of L-asparaginase from Streptomyces koyangensis SK4 in potato chips. The blanching plus L-asparaginase treatment of potato slices resulted in a 50% reduction in acrylamide content. The study illustrated an effective acrylamide reduction strategy in potato chips using L-asparaginase from a psychrophilic actinomycete. Besides the acrylamide reduction potential, L-asparaginase from Streptomyces koyangensis SK4 also did not exhibit any glutaminase or urease activity which is an outstanding feature of L-asparaginase to be used as a chemotherapeutic agent.


Assuntos
Asparaginase , Streptomyces , Asparaginase/genética , Asparaginase/metabolismo , Acrilamida/química , Acrilamida/metabolismo , Streptomyces/metabolismo , Temperatura
3.
IEEE Trans Pattern Anal Mach Intell ; 44(12): 9209-9216, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-34727027

RESUMO

In a real-world setting, object instances from new classes can be continuously encountered by object detectors. When existing object detectors are applied to such scenarios, their performance on old classes deteriorates significantly. A few efforts have been reported to address this limitation, all of which apply variants of knowledge distillation to avoid catastrophic forgetting. We note that although distillation helps to retain previous learning, it obstructs fast adaptability to new tasks, which is a critical requirement for incremental learning. In this pursuit, we propose a meta-learning approach that learns to reshape model gradients, such that information across incremental tasks is optimally shared. This ensures a seamless information transfer via a meta-learned gradient preconditioning that minimizes forgetting and maximizes knowledge transfer. In comparison to existing meta-learning methods, our approach is task-agnostic, allows incremental addition of new-classes and scales to high-capacity models for object detection. We evaluate our approach on a variety of incremental learning settings defined on PASCAL-VOC and MS COCO datasets, where our approach performs favourably well against state-of-the-art methods. Code and trained models: https://github.com/JosephKJ/iOD.

4.
BMC Psychiatry ; 21(1): 573, 2021 11 16.
Artigo em Inglês | MEDLINE | ID: mdl-34781925

RESUMO

BACKGROUND: Depression among the elderly is well-documented and associated with socio-economic factors, physical and mental health conditions. Few studies have focused on older adults' physical limitations and depressive symptoms. However, very little is known about marital status' role in such associations, especially in India. The present study examines the association between physical limitations and self-reported depressive symptoms and moderating role of marital status in such association separately for men and women. METHODS: The present study used data from the Longitudinal Ageing Study in India (LASI) wave 1, 2017-2018, a nationally and state representative longitudinal large-scale survey of ageing and health. For the present research, a total sample of 20,806 older adults aged 60+ years was selected after excluding missing values. Along with descriptive statistics, binary logistic regression analysis and interaction effect of marital status were applied to examine the association between physical limitations (functional limitations and mobility difficulty) with the depressive symptoms separately for men and women. RESULTS: About 58, 50, and 45% elderly reported having depressive symptoms and had difficulty in 2+ ADLs, 2+ IADLs, and 2+ mobility difficulties, respectively. By the marital status, the prevalence of depressive symptoms was higher among currently unmarried than currently married, irrespective of type and number of physical limitations. The unadjusted, marital and multivariate-adjusted association suggested that elderly with more than two ADLs, IADLs, and mobility difficulty had higher odds of depressive symptoms. The gender stratified interaction effect of marital status and physical limitations on depressive symptoms indicated that currently unmarried elderly, particularly unmarried older women with 2+ ADLs (OR = 2.85; CI 95% = 1.88-3.09), 2+ IADLs (OR = 2.01; CI 95% = 1.74-2.31) and 2+ mobility difficulty (OR = 2.20; CI 95% = 1.86-2.60) had higher odds of depressive symptoms. However, such association was only valid for unmarried men having mobility difficulty. CONCLUSION: The study highlights that the elderly with physical limitations such as ADLs, IADLs, and mobility difficulty require attention and care. Although married elderly are less likely to have depressive symptoms even with all the mentioned physical limitations, unmarried women are more vulnerable to have depressive symptoms with physical limitations.


Assuntos
Atividades Cotidianas , Depressão , Idoso , Povo Asiático , Depressão/epidemiologia , Feminino , Humanos , Masculino , Estado Civil , Casamento
5.
BMJ Open ; 11(5): e050245, 2021 05 21.
Artigo em Inglês | MEDLINE | ID: mdl-34020981

RESUMO

OBJECTIVE: To explore the associations between obesity-related measures and multimorbidity among older Indian adults and the interactive effects of physical activity in those associations. DESIGN: A cross-sectional study was conducted using large representative survey data. SETTING AND PARTICIPANTS: The present study used data from the Longitudinal Aging Study in India (LASI) conducted during 2017-2018. Participants included 15 098 male and 16 366 female older adults aged 60 years and above in India. PRIMARY AND SECONDARY OUTCOME MEASURES: The outcome variable was multimorbidity among older adults coded as no and yes. Descriptive statistics along with bivariate analysis are presented in the paper. Additionally, binary logistic regression analysis was used to fulfil the study objectives. RESULTS: About 24% of older adults in the LASI cohort suffered from multimorbidity. Older adults who were overweight/obese (adjusted OR (AOR): 1.61, CI 1.48 to 1.74), had high-risk waist circumference (AOR: 1.66, CI 1.52 to 1.80) and had high-risk waist to hip ratio (AOR: 1.45, CI 1.33 to 1.59) were significantly more likely to suffer from multimorbidity compared with their counterparts. Older adults who were obese and physically inactive had significantly increased odds of suffering from multimorbidity compared with older adults who were obese and physically active. Similarly, older adults with high-risk waist circumference (AOR: 1.30, CI 1.11 to 1.53) and high-risk waist to hip ratio (AOR: 1.32, CI 1.20 to 1.46) along with being physically inactive had significantly higher odds of suffering from multimorbidity in comparison with older adults with high-risk waist circumference and waist to hip ratio along with being physically active. CONCLUSION: While developing health strategies for older adults, physical activity needs to be recognised as a way of minimising comorbidities. Further, the study highlights the importance of using multiple obesity-related measures to predict chronic conditions in the older population.


Assuntos
Multimorbidade , Obesidade , Idoso , Estudos Transversais , Exercício Físico , Feminino , Humanos , Índia/epidemiologia , Masculino , Obesidade/epidemiologia , Prevalência
6.
PLoS One ; 15(11): e0241499, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-33137153

RESUMO

Female sterilization is the most popular contraceptive method among Indian couples, and the public sector is the major source of sterilization services in the country. However, concerns remain on the quality of services provided, deaths, failures, and complications following sterilization. In this paper, we study the complexities around the quality of care in female sterilization services at public health facilities and identify strategies for improving the measurement of such quality. A better understanding of these issues could inform pragmatic strategies for enhancing quality. This study uses data from the National Family Health Survey (NFHS) 2015-16 and District Level Household and Facility Survey (DLHS) 2012-13. The study is limited to only districts whose data are available in both DLHS 2012-13 and NFHS 2015-16. The methods of analysis include bivariate statistics, Pearson's chi-square test, and two-level mixed-effects logistic regression. We found that the quality of care (QoC) in sterilization service at the public health facilities in India is associated with facility readiness and the socio-economic characteristics of the clients. There is a significant association between household wealth and the QoC received. Our study provides empirical shreds of evidence on the role of structural attributes in delivering quality sterilization services. The spatial analyses revealed the geographies in the country where the QoC and facility readiness are low. Quality should be an overriding priority to establish the credibility of any health care delivery system. It is essential to provide safeguards against adverse events to develop the client's confidence in the services, which is the key to success for any voluntary family planning program like in India.


Assuntos
Instalações de Saúde , Análise Multinível , Saúde Pública , Qualidade da Assistência à Saúde , Esterilização Reprodutiva , Distribuição de Qui-Quadrado , Geografia , Humanos , Índia , Modelos Logísticos
7.
Cad Saude Publica ; 32Suppl 2(Suppl 2): e00045215, 2016 Nov 03.
Artigo em Inglês, Português | MEDLINE | ID: mdl-27828673

RESUMO

This article presents an overview of the changes that are taking place within the public and private health innovation systems in India including delivery of medical care, pharmaceutical products, medical devices, and Indian traditional medicine. The nature of the flaws that exist in the health innovation system is pinpointed. The response by the government, the health, technology and medical institutions, and the evolving industry is addressed on a national level. The article also discusses how the alignment of policies and institutions was developed within the scope of national health innovation systems, and how the government and the industry are dealing with the challenges to integrate health system, industry, and social policy development processes. Resumo: O artigo apresenta um panorama das mudanças atualmente em curso dentro dos sistemas público e privado de inovação em saúde na Índia, incluindo a prestação de serviços médicos, produtos farmacêuticos, dispositivos médicos e medicina tradicional indiana. É destacada a natureza das falhas que existem nos sistemas de inovação em saúde. As respostas do governo, das instituições médicas, de saúde e tecnologia e indústrias envolvidas, são abordadas em nível nacional. O artigo também discute como foi desenvolvido o alinhamento de políticas e instituições no escopo dos sistemas nacionais de inovação em saúde, e como governo e indústria estão lidando com os desafios para integrar o sistema de saúde, a indústria e o desenvolvimento de políticas sociais.


Assuntos
Difusão de Inovações , Programas Governamentais , Serviços de Saúde/normas , Avaliação da Tecnologia Biomédica/organização & administração , Humanos , Índia , Avaliação da Tecnologia Biomédica/normas
8.
Cad. Saúde Pública (Online) ; 32(supl.2): e00045215, 2016. tab, graf
Artigo em Inglês | LILACS | ID: lil-798204

RESUMO

Abstract: This article presents an overview of the changes that are taking place within the public and private health innovation systems in India including delivery of medical care, pharmaceutical products, medical devices, and Indian traditional medicine. The nature of the flaws that exist in the health innovation system is pinpointed. The response by the government, the health, technology and medical institutions, and the evolving industry is addressed on a national level. The article also discusses how the alignment of policies and institutions was developed within the scope of national health innovation systems, and how the government and the industry are dealing with the challenges to integrate health system, industry, and social policy development processes.


Resumen: El artículo presenta el panorama de los cambios actualmente en curso dentro de los sistemas públicos y privados de innovación en salud en la India, incluyendo la prestación de servicios médicos, productos farmacéuticos, dispositivos médicos y medicina tradicional india. Se destaca la naturaleza de las carencias que existen en los sistemas de innovación en salud. Los autores abordan la respuesta existente, a nivel nacional, por parte del gobierno, instituciones médicas y de salud y tecnología, y por la industria en este proceso de evolución. El artículo también discute cómo se desarrolló la alineación de políticas e instituciones en el alcance de los sistemas nacionales de innovación en salud, y cómo el gobierno, así como la industria, están enfrentando los desafíos que se presentan, con el fin de integrar sistema de salud, industria y desarrollo de políticas sociales.


Resumo: O artigo apresenta um panorama das mudanças atualmente em curso dentro dos sistemas público e privado de inovação em saúde na Índia, incluindo a prestação de serviços médicos, produtos farmacêuticos, dispositivos médicos e medicina tradicional indiana. É destacada a natureza das falhas que existem nos sistemas de inovação em saúde. As respostas do governo, das instituições médicas, de saúde e tecnologia e indústrias envolvidas, são abordadas em nível nacional. O artigo também discute como foi desenvolvido o alinhamento de políticas e instituições no escopo dos sistemas nacionais de inovação em saúde, e como governo e indústria estão lidando com os desafios para integrar o sistema de saúde, a indústria e o desenvolvimento de políticas sociais.


Assuntos
Humanos , Avaliação da Tecnologia Biomédica/organização & administração , Difusão de Inovações , Programas Governamentais , Serviços de Saúde/normas , Avaliação da Tecnologia Biomédica/normas , Índia
9.
Curr Oncol ; 21(3): e449-56, 2014 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-24940105

RESUMO

BACKGROUND: Concurrent chemoradiation with fluorouracil (5fu) and mitomycin C (mmc) is standard treatment for anal canal carcinoma (acc). The current protocol in Alberta is administration of 5fu and mmc during weeks 1 and 5 of radiation. However, administration of the second bolus of mmc has been based largely on centre preference. Given limited published data on outcomes with different mmc regimens, our objective was to compare the efficacy and toxicity of 1 compared with 2 cycles of mmc in acc treatment. METHODS: Our retrospective study evaluated 169 acc patients treated with radical chemoradiotherapy between 2000 and 2010 at two tertiary cancer centres. All patients were treated with 2 cycles of 5fu and with 1 cycle (mmc1) or 2 cycles (mmc2) of mmc. Acute toxicities, disease-free (dfs) and overall survival (os) were analyzed. RESULTS: Baseline demographics, performance status, and stage were similar in the groups of patients who received mmc1 (52%) and mmc2 (48%). Before treatment, median hematologic parameters were comparable, except for white blood cell count, which was higher in the mmc2 group, but within normal range. The 5-year os and dfs were similar (75.1% and 54.2% for mmc1 vs. 70.7% and 44.2% for mmc2, p = 0.98 and p = 0.63 respectively). On multivariate analysis, mmc2 was the factor most strongly associated with specific acute toxicities: grade 3+ leukopenia (hazard ratio: 4.82; p < 0.01), grade 3+ skin toxicity (hazard ratio: 4.76; p < 0.001), and hospitalizations secondary to febrile neutropenia (hazard ratio: 9.91; p = 0.001). CONCLUSIONS: In definitive chemoradiotherapy for acc, 1 cycle of mmc appears to offer outcomes similar to those achieved with 2 cycles, with significantly less acute toxicity.

11.
Ann Afr Med ; 10(3): 209-13, 2011.
Artigo em Inglês | MEDLINE | ID: mdl-21912004

RESUMO

BACKGROUND: Despite the benefits of regular follow-up in the long-term care of asthma, no previous study has reported on it among asthma patients in Nigeria. OBJECTIVE: This survey was designed to evaluate GP-reported follow-up visits among asthma patients in North Central Nigeria. METHODS: It was a cross-sectional survey conducted among GPs in three North Central states of Nigeria. RESULTS: Overall, 48.3% of the GPs reported that their patients usually come for follow-up visits. About 63.6%, 40.0%, and 55.3% of the GPs in Kwara, Kogi, and Niger states, respectively, reported that their patients came for follow-up visits in the month prior to this study. Less than two-third of GPs in both private (55.1%) and public (56.8%) hospitals reportedly attended to patients on follow-up visits. About 46.5%, 37.5%, and 52.0% of the GPs who attended to patients <1 week, 1-2 weeks and >2 weeks prior to the study reported that their patients came for follow-up visits. There was significant difference (P = 0.04) in the reported follow-up visits by GPs who attended to ≥10 asthma patients compared to others. None of the nine GPs who reportedly treated ≥ 10 patients in the preceding month of the study attended to any patient on follow-up visits. CONCLUSION: The GP-reported rates of follow-up visits in patients that are accessing asthma care from GPs practicing in the North Central part of Nigeria are low. Further studies to identify barriers to follow-up visits and how to correct them are therefore recommended.


Assuntos
Asma/etnologia , Medicina de Família e Comunidade/estatística & dados numéricos , Visita a Consultório Médico/estatística & dados numéricos , Adulto , Idoso , Agendamento de Consultas , Asma/terapia , Estudos Transversais , Feminino , Seguimentos , Clínicos Gerais , Humanos , Assistência de Longa Duração , Masculino , Pessoa de Meia-Idade , Nigéria , Padrões de Prática Médica
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