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PURPOSE OF REVIEW: The field of neurotrauma research faces a reproducibility crisis. In response, research leaders in traumatic brain injury (TBI) and spinal cord injury (SCI) are leveraging data curation and analytics methods to encourage transparency, and improve the rigor and reproducibility. Here we review the current challenges and opportunities that come from efforts to transform neurotrauma's big data to knowledge. RECENT FINDINGS: Three parallel movements are driving data-driven-discovery in neurotrauma. First, large multicenter consortia are collecting large quantities of neurotrauma data, refining common data elements (CDEs) that can be used across studies. Investigators are now testing the validity of CDEs in diverse research settings. Second, data sharing initiatives are working to make neurotrauma data findable, accessible, interoperable, and reusable (FAIR). These efforts are reflected by recent open data repository projects for preclinical and clinical neurotrauma. Third, machine learning analytics are allowing researchers to uncover novel data-driven-hypotheses and test new therapeutics in multidimensional outcome space. SUMMARY: We are on the threshold of a new era in data collection, curation, and analysis. The next phase of big data in neurotrauma research will require responsible data stewardship, a culture of data-sharing, and the illumination of 'dark data'.
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Big Data , Lesões Encefálicas Traumáticas , Traumatismos da Medula Espinal , Animais , Humanos , Disseminação de Informação , Pesquisa Translacional BiomédicaRESUMO
OBJECTIVE: Assess drinking water fortification with iron and/or ascorbic acid as a strategy to control iron-deficiency anemia and iron deficiency. METHODS: Randomized blind clinical study, fortifying drinking water to 153 pre-school children during 3 months, with iron and ascorbic acid (A), ascorbic acid (B) or plain water (C). Hemoglobin (Hb), mean corpuscular volume (MCV) and ferritin were measured. RESULTS: Within the groups, Hb raised in all three groups, MCV in A and B and ferritin in A. The difference between time points 0 and 1 was significant between A and B for Hb, when A and B were compared with C for MCV and when A was compared with either B or C for ferritin. CONCLUSIONS: Water fortification is efficient in controlling iron deficiency and anemia. Iron stores' recovery depends on a more effective offer of iron. Water fortification must be preceded by a careful assessment of the previous nutritional status.
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Anemia Ferropriva/prevenção & controle , Ácido Ascórbico/administração & dosagem , Creches , Água Potável , Alimentos Fortificados , Hemoglobinas/análise , Ferro/administração & dosagem , Anemia Ferropriva/epidemiologia , Brasil/epidemiologia , Pré-Escolar , Método Duplo-Cego , Feminino , Hemoglobinas/efeitos dos fármacos , Humanos , Deficiências de Ferro , Masculino , Avaliação Nutricional , Estado Nutricional , Prevalência , Resultado do Tratamento , Vitaminas/administração & dosagemRESUMO
BACKGROUND: Previous studies found high prevalence of inadequate intakes of vitamins E, D and K, calcium and potassium among Brazilian pre-school children, with suboptimal consumption of dairy products. Dietary modelling was applied to determine the theoretical impact of improving dairy products consumption on nutrient adequacy in 4-5-year-old Brazilian children. METHODS: Adherence to the dairy recommendation of two servings/day was calculated using data from the Brazil Kids Nutrition and Health Study (KNHS) (n = 228). Two modelling scenarios were applied to test the impact on nutrient intakes of (1) adding one or two servings of a frequently consumed cow's milk or a widely available fortified alternative: pre-school children milk (PCM), and of (2) substituting the current milk consumed by PCM. Mean nutrient intakes and percentage of children adhering to the nutrient recommendations were determined at baseline and after applying modelling scenarios. RESULTS: Seventy-six percent (n = 174) of children did not meet the recommended daily two servings of dairy products, 56% had less than one serving of dairy products on the day of recall. The mean consumption of whole milk (fortified and unfortified) was 147 g/d, yoghurt 114 g/d and cheese 34 g/d. The addition of one serving of cow's milk demonstrated a 17% reduction in calcium inadequacy, 18% reduction in vitamin A and 3% reduction in zinc inadequacy. Adding one serving of PCM further reduced calcium inadequacy from 87 to 41%, vitamin E from 81 to 37%, and zinc inadequacy by 10%. Replacing the child's current milk with a PCM resulted in further reduction of micronutrient inadequacies, including calcium, vitamin D and vitamin E. CONCLUSIONS: Dairy products consumption in pre-school children should be encouraged to reduce nutrient inadequacies. In particular, consumption of PCM would help to reduce calcium, vitamin D and vitamin E inadequacy, nutrients of concern in this population.
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The past decade has seen accelerating movement from data protectionism in publishing toward open data sharing to improve reproducibility and translation of biomedical research. Developing data sharing infrastructures to meet these new demands remains a challenge. One model for data sharing involves simply attaching data, irrespective of its type, to publisher websites or general use repositories. However, some argue this creates a 'data dump' that does not promote the goals of making data Findable, Accessible, Interoperable and Reusable (FAIR). Specialized data sharing communities offer an alternative model where data are curated by domain experts to make it both open and FAIR. We report on our experiences developing one such data-sharing ecosystem focusing on 'long-tail' preclinical data, the Open Data Commons for Spinal Cord Injury (odc-sci.org). ODC-SCI was developed with community-based agile design requirements directly pulled from a series of workshops with multiple stakeholders (researchers, consumers, non-profit funders, governmental agencies, journals, and industry members). ODC-SCI focuses on heterogeneous tabular data collected by preclinical researchers including bio-behaviour, histopathology findings and molecular endpoints. This has led to an example of a specialized neurocommons that is well-embraced by the community it aims to serve. In the present paper, we provide a review of the community-based design template and describe the adoption by the community including a high-level review of current data assets, publicly released datasets, and web analytics. Although odc-sci.org is in its late beta stage of development, it represents a successful example of a specialized data commons that may serve as a model for other fields.
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Pesquisa Biomédica , Traumatismos da Medula Espinal , Ecossistema , Humanos , Disseminação de Informação , Reprodutibilidade dos Testes , Traumatismos da Medula Espinal/terapiaRESUMO
Meta-analyses suggest that the published literature represents only a small minority of the total data collected in biomedical research, with most becoming 'dark data' unreported in the literature. Dark data is due to publication bias toward novel results that confirm investigator hypotheses and omission of data that do not. Publication bias contributes to scientific irreproducibility and failures in bench-to-bedside translation. Sharing dark data by making it Findable, Accessible, Interoperable, and Reusable (FAIR) may reduce the burden of irreproducible science by increasing transparency and support data-driven discoveries beyond the lifecycle of the original study. We illustrate feasibility of dark data sharing by recovering original raw data from the Multicenter Animal Spinal Cord Injury Study (MASCIS), an NIH-funded multi-site preclinical drug trial conducted in the 1990s that tested efficacy of several therapies after a spinal cord injury (SCI). The original drug treatments did not produce clear positive results and MASCIS data were stored in boxes for more than two decades. The goal of the present study was to independently confirm published machine learning findings that perioperative blood pressure is a major predictor of SCI neuromotor outcome (Nielson et al., 2015). We recovered, digitized, and curated the data from 1125 rats from MASCIS. Analyses indicated that high perioperative blood pressure at the time of SCI is associated with poorer health and worse neuromotor outcomes in more severe SCI, whereas low perioperative blood pressure is associated with poorer health and worse neuromotor outcome in moderate SCI. These findings confirm and expand prior results that a narrow window of blood-pressure control optimizes outcome, and demonstrate the value of recovering dark data for assessing reproducibility of findings with implications for precision therapeutic approaches.
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Traumatismos da Medula Espinal , Animais , Pressão Sanguínea , Ratos , Reprodutibilidade dos Testes , Traumatismos da Medula Espinal/tratamento farmacológicoRESUMO
Background: Predicting neurological recovery after spinal cord injury (SCI) is challenging. Using topological data analysis, we have previously shown that mean arterial pressure (MAP) during SCI surgery predicts long-term functional recovery in rodent models, motivating the present multicenter study in patients. Methods: Intra-operative monitoring records and neurological outcome data were extracted (n = 118 patients). We built a similarity network of patients from a low-dimensional space embedded using a non-linear algorithm, Isomap, and ensured topological extraction using persistent homology metrics. Confirmatory analysis was conducted through regression methods. Results: Network analysis suggested that time outside of an optimum MAP range (hypotension or hypertension) during surgery was associated with lower likelihood of neurological recovery at hospital discharge. Logistic and LASSO (least absolute shrinkage and selection operator) regression confirmed these findings, revealing an optimal MAP range of 76-[104-117] mmHg associated with neurological recovery. Conclusions: We show that deviation from this optimal MAP range during SCI surgery predicts lower probability of neurological recovery and suggest new targets for therapeutic intervention. Funding: NIH/NINDS: R01NS088475 (ARF); R01NS122888 (ARF); UH3NS106899 (ARF); Department of Veterans Affairs: 1I01RX002245 (ARF), I01RX002787 (ARF); Wings for Life Foundation (ATE, ARF); Craig H. Neilsen Foundation (ARF); and DOD: SC150198 (MSB); SC190233 (MSB).
Spinal cord injury is a devastating condition that involves damage to the nerve fibers connecting the brain with the spinal cord, often leading to permanent changes in strength, sensation and body functions, and in severe cases paralysis. Scientists around the world work hard to find ways to treat or even repair spinal cord injuries but few patients with complete immediate paralysis recover fully. Immediate paralysis is caused by direct damage to neurons and their extension in the spinal cord. Previous research has shown that blood pressure regulation may be key in saving these damaged neurons, as spinal cord injuries can break the communication between nerves that is involved in controlling blood pressure. This can lead to a vicious cycle of dysregulation of blood pressure and limit the supply of blood and oxygen to the damaged spinal cord tissue, exacerbating the death of spinal neurons. Management of blood pressure is therefore a key target for spinal cord injury care, but so far, the precise thresholds to enable neurons to recover are poorly understood. To find out more, Torres-Espin, Haefeli et al. used machine learning software to analyze previously recorded blood pressure and heart rate data obtained from 118 patients that underwent spinal cord surgery after acute spinal cord injury. The analyses revealed that patients who suffered from either low or high blood pressure during surgery had poorer prospects of recovery. Statistical models confirming these findings showed that the optimal blood pressure range to ensure recovery lies between 76 to 104-117 mmHg. Any deviation from this narrow window would dramatically worsen the ability to recover. These findings suggests that dysregulated blood pressure during surgery affects to odds of recovery in patients with a spinal cord injury. Torres-Espin, Haefeli et al. provide specific information that could improve current clinical practice in trauma centers. In the future, such machine learning tools and models could help develop real-time models that could predict the likelihood of a patient's recovery following spinal cord injury and related neurological conditions.
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Pressão Arterial , Recuperação de Função Fisiológica , Traumatismos da Medula Espinal/reabilitação , Traumatismos da Medula Espinal/cirurgia , Adulto , Idoso , Idoso de 80 Anos ou mais , Pressão Sanguínea , Humanos , Pessoa de Meia-Idade , Monitorização Intraoperatória , Estudos RetrospectivosRESUMO
A mycotoxicological survey was conducted in breakfast (n = 172) and infant (n = 43) cereals commercialized in Brazil. Samples were collected in 2018 for analyses of: aflatoxins (AFs) B1 (AFB1), B2, G1 and G2; fumonisins (FBs) B1 (FB1) and B2; zearalenone (ZEN); the trichothecenes (TRCs) deoxynivalenol (DON), T-2 toxin, HT-2 toxin, nivalenol, fusarenon X, 3-acetyldeoxynivalenol, 15-acetyldeoxynivalenol and diacetoxyscirpenol; and ochratoxin A. FB1 was the most prevalent metabolite in breakfast cereals, being detected in 26.7% of the samples (mean 105 µg/kg); ZEN had the second highest positivity, 14.8% (mean 17 µg/kg), followed by DON with 10% (mean 44 µg/kg). In infant cereals, FB1 also had the highest incidence, 27.8% (mean 55 µg/kg), followed by DON with 10.3% (mean 36 µg/kg) and ZEN with 6.9% (mean 3 µg/kg). Mycotoxins contamination was found in 31.4% (n = 54) of the breakfast cereals and in 18.6% (n = 8) of the infant cereals. In these positive samples, co-occurrence of two or three mycotoxins was detected in 31.5% (n = 17) of the breakfast cereals and in 25% (n = 2) of the infant cereals. The mycotoxins found co-contaminating the breakfast cereals belong to the genera Aspergillus and Fusarium; ZEN, followed by AFB1, were the most prevalent ones. As for the infant cereals, the associated fungal metabolites are produced by the genus Fusarium; the highest incidence was seen for ZEN. Low contamination and positivity of mycotoxins were found herein; nonetheless, in some samples these substances were present at levels which transgress those preconized in the Brazilian legislation. Therefore, mycotoxicological monitoring of this type of product throughout the nation is crucial in order to identify the potential risk to which the Brazilian population is exposed, particularly the children.
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Desjejum , Grão Comestível/química , Contaminação de Alimentos/análise , Micotoxinas/análise , Brasil , Criança , Humanos , LactenteRESUMO
OBJECTIVE: To determine fasting glycemia and insulinemia levels and the HOMA index in a group of children and adolescents with normal body mass index (BMI). METHODS: This was a cross-sectional study conducted at two public schools in Ribeirão Preto, SP, Brazil. A total of 447 children and adolescents of both sexes, with normal BMI, aged 7 to 17.9 years and of average maturity for their age, underwent anthropometric measurements and provided personal data and a sample of venous blood so that glycemia, insulinemia and HOMA index could be determined. The results obtained for boys and girls were compared for each age range using the Mann-Whitney test. The results within each age band were then compared for boys and girls using the Kruskal-Wallis test. RESULTS: Glycemia results varied from 7 to 8.9 years (p = 0.0005). Fasting insulinemia varied significantly with age in both sexes (p < 0.001), with the highest values observed among children aged 13 to 14.9 years. HOMA indices varied significantly with age in both boys and girls (p < 0.001), with values that increased progressively up to the age band of 13 and 14.9 years. CONCLUSIONS: These data demonstrate the necessity of establishing reference curves for these three indicators.
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Glicemia/análise , Jejum/sangue , Homeostase/fisiologia , Insulina/sangue , Adolescente , Fatores Etários , Criança , Estudos de Coortes , Estudos Transversais , Feminino , Humanos , Masculino , Valores de Referência , Estatísticas não ParamétricasRESUMO
BACKGROUND: Iron-deficiency anemia is the most common type of micronutrient malnutrition in the world. Its etiology and control are well understood, but the problem persists and is increasing in some developing countries. Iron fortification of mass-consumption foods is considered one of the most viable approaches to deliver bioavailable iron to the population. OBJECTIVE: To review and analyze the use of drinking water as an iron vehicle to reduce ferropenic anemia in developing countries. METHODS: Drinking water with added iron compounds was offered to preschool children at day-care centers in Brazil. Iron solutions were prepared with 10 mg to 20 mg iron/L. Clinical and anthropometric measurements and blood hemoglobin concentrations were obtained at the beginning of each study and 4 to 8 months later. RESULTS: No problems with acceptability or side effects were observed. Daily water intake by children was around 500 mL. Iron-deficiency anemia was found in all studies. Control children not receiving iron supplementation mantained their initial hemoglobin level. Anemia was reduced in the groups receiving iron-fortified drinking water. CONCLUSIONS: Based on physical properties, tests in rats, and studies on preschool children at Brazilian day-care centers, we have shown that drinking water locally fortified with iron compounds should be considered and used as a worldwide available vehicle to control iron-deficiency anemia. Drinking water, besides being universally available, is a locally available vehicle, easily fortified, can be a vehicle for hydrosoluble iron, and reduces iron-deficiency anemia in preschool children.
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Anemia Ferropriva/prevenção & controle , Água Potável , Ferro da Dieta/administração & dosagem , Anemia Ferropriva/epidemiologia , Animais , Brasil/epidemiologia , Criança , Creches , Pré-Escolar , Países em Desenvolvimento , Suplementos Nutricionais , Ingestão de Líquidos , Água Potável/química , Compostos Ferrosos/administração & dosagem , Alimentos Fortificados , Hemoglobinas/análise , Humanos , Estado Nutricional , Ratos , SoluçõesRESUMO
OBJECTIVE: To evaluate the sensitivity and specificity of two pediatric abdominal circumference reference tables to detect abnormally high body mass index, total cholesterol, fasting blood insulin and leptin levels, and homeostasis model assessment values. METHODS: A total of 624 male and female subjects, with ages ranging from 7 to 18 years, were evaluated. All children were recruited from two public schools. Venous blood samples were collected for determination of fasting plasma insulin, glucose, leptin, and total cholesterol levels. Weight, height and abdominal circumference were assessed according to internationally accepted guidelines. Contingency tables were constructed, comparing the presence or absence of increased abdominal circumference, according to cutoff points established by Taylor et al. and Freedman et al., with the presence or absence of abnormal values in the laboratory tests. RESULTS: Sensitivity values were consistently higher for the table by Taylor et al., whereas the table by Freedman et al. showed greater specificity. Positive predictive values were quite low in general, and were only relevant for body mass index. CONCLUSIONS: Results indicate that the table by Taylor et al. is best for screening purposes, as it identifies individuals at higher risk of presenting abnormal test results. On the other hand, the reference table by Freedman et al. is more suitable for clinical practice, as it could be used to replace laboratory measurements, such as blood insulin or leptin levels, which may not be available at all sites.
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Índice de Massa Corporal , Colesterol/sangue , Insulina/sangue , Leptina/sangue , Obesidade/diagnóstico , Relação Cintura-Quadril , Adolescente , Biomarcadores/sangue , Criança , Estudos Transversais , Reações Falso-Negativas , Feminino , Humanos , Hiperinsulinismo/sangue , Masculino , Obesidade/sangue , Valor Preditivo dos Testes , Distribuição por SexoRESUMO
The aim of this study is to assess the effects of sibutramine (S) 15 mg/day, fluoxetine (F) 60 mg/day, and metformin (M) 1,700 mg/day, as an adjunct therapy to a 1,500 kcal/day diet, in reducing anthropometric and metabolic parameters. S (n= 8), F (n= 9), and M (n= 8) were compared to placebo (n= 10) in 35 obese patients in a 90-day trial. Side effects were also studied during the treatment. The data demonstrated that F therapy resulted in a greater average reduction in BMI (11.0%), weight (10.0%), abdominal circumference (11.0%) and %fatty-tissue (12.8). An elevation in HDL-cholesterol (25.8%) and a reduction in average triglyceride levels (28.3%) were also shown. S presented a 7.91% reduction in the abdominal circumference and a 9.65 reduction in %fatty-tissue was also found. M group presented reductions in BMI (4.03%), waist circumference (6.92%), HOMA (23.5%) and blood pressure (6.08% in systolic and 2.08% in diastolic). In general, the three drugs can be considered well tolerated. We concluded that F and S demonstrated a greater mean reduction in anthropometric and metabolic parameters when compared to M, however all of them are useful for that purpose, when the subjects characteristics are considered.
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Antidepressivos de Segunda Geração/administração & dosagem , Depressores do Apetite/administração & dosagem , Hipoglicemiantes/administração & dosagem , Obesidade/tratamento farmacológico , Adolescente , Adulto , Análise de Variância , Antidepressivos de Segunda Geração/efeitos adversos , Depressores do Apetite/efeitos adversos , Colesterol/efeitos adversos , Colesterol/sangue , Terapia Combinada , Ciclobutanos/administração & dosagem , Ciclobutanos/efeitos adversos , Fluoxetina/administração & dosagem , Fluoxetina/efeitos adversos , Humanos , Hipoglicemiantes/efeitos adversos , Masculino , Metformina/administração & dosagem , Metformina/efeitos adversos , Pessoa de Meia-Idade , Estudos Multicêntricos como Assunto , Obesidade/dietoterapia , Obesidade/metabolismo , Placebos , Método Simples-CegoRESUMO
This study addresses the occurrence of carbamazepine and diazepam and their metabolites in the wastewater of the University Hospital (HUSM) of the Federal University of Santa Maria, RS-Brazil. Samples were collected from three sampling points of the sewage treatment system: point A ('emergency effluent'), point B ('general effluent') and point C ('water course-receptor'). Eight metabolites were identified: carbamazepine-10-11-epoxide, 10-dihydro-carbamazepine, 2-OH-carbamazepine, iminoquinone, acridone, nordiazepam, oxazepam and temazepam. The mean concentrations in the emergency, general effluent and water course-receptor were as follows: 433.0 ± 4.7, 349.0 ± 5.0 and 485.0 ± 5.6 ng L(-1), for carbamazepine and 550.0 ± 4.3, 441.0 ± 7.9 and 586.6 ± 9.3 ng L(-1), for diazepam, respectively. Liquid chromatography with electrospray ionization tandem mass spectrometry (LC-QqLIT-MS) proved to be a method fit-to-purpose. The determination of carbamazepine and diazepam, and the identification of active metabolites showing environmental persistence (carbamazepine-10-11-epoxide, nordiazepam and oxazepam) revealed the need for a more effective treatment of the HUSM effluent. As far as we know, no similar study has been carried out on the wastewater of Brazilian hospitals.
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Carbamazepina/análogos & derivados , Diazepam/análise , Psicotrópicos/análise , Águas Residuárias/química , Poluentes Químicos da Água/análise , Brasil , Carbamazepina/análise , Carbamazepina/metabolismo , Cromatografia Líquida , Diazepam/metabolismo , Hospitais Universitários , Resíduos de Serviços de Saúde/análise , Esgotos/química , Espectrometria de Massas por Ionização por ElectrosprayRESUMO
OBJECTIVE: To examine the determining factors of anemia and iron deficiency in children attending two day care centers in the town of Pontal, southeast of Brazil. METHODS: Cross-sectional study was conducted in 192 children aged 12 to 72 months. Personal data (age, sex, use of medicinal iron supplements, duration of breast-feeding, type of delivery, prenatal care, weight, and height), and socioeconomic data (number of co-inhabitants, parental schooling, and per capita family income) were obtained and evaluated together with hemoglobin, serum transferrin receptor, ferritin, and iron deficiency anemia. RESULTS: Age was the variable that most affected iron nutritional status, with higher hemoglobin values, lower transferrin receptor concentrations, higher ferritin values and lower iron deficiency anemia being detected with increasing age. The other studied variables did not show any correlation with iron nutritional status. CONCLUSION: The obtained data suggest that control strategies for this preschool population should be especially directed at younger children.
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Anemia Ferropriva/epidemiologia , Deficiências de Ferro , Pobreza , Anemia Ferropriva/etiologia , Brasil/epidemiologia , Criança , Pré-Escolar , Ensaio de Imunoadsorção Enzimática , Métodos Epidemiológicos , Feminino , Ferritinas/sangue , Hemoglobinas/análise , Humanos , Masculino , Receptores da Transferrina/sangue , Fatores SocioeconômicosRESUMO
OBJECTIVE: To evaluate if mid-upper arm circumference (MUAC) can be used for obesity screening in preschool children. METHODS: 1,090 children aged from 12 to 59.99 months were studied. Personal information, weight, height and MUAC were obtained. Sensitivity and specificity to detect obese children were calculated for MUAC to age and MUAC to height z scores. Obesity was defined as weight to height z score >2. RESULTS: 6.6% of the children had a weight to height z score >2. The best association between sensitivity (76.5%) and specificity (77.9%) to detect obese children for MUAC to age was obtained with a z score of 0.7. In terms of MUAC to height, the best association between sensitivity (79.4%) and specificity (77.6%) to detect obese children was obtained with a 0.6 score. CONCLUSIONS: MUAC to height z score was not advantageous for obesity screening when compared to MUAC to age z score. MUAC to age z score seems to be an adequate alternative method for obesity screening in preschool children.
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Antropometria/métodos , Braço/anatomia & histologia , Programas de Rastreamento/métodos , Estado Nutricional , Obesidade/diagnóstico , Distribuição por Idade , Estatura , Peso Corporal , Pré-Escolar , Feminino , Humanos , Lactente , Masculino , Sensibilidade e EspecificidadeRESUMO
The objective was to assess the relative validity of a food frequency questionnaire (FFQ) to estimate daily vitamin A intake in pregnant women using two biomarkers as references, maternal serum retinol and breast milk retinol. This is an observational, descriptive, analytical, cross-sectional study. FFQ was applied to 161 pregnant women at the largest public maternity hospital in Ribeirão Preto, Brazil. The FFQ recall period was the last 30 days before childbirth. The mother was asked if she had consumed or not each food item over the last 30 days, how often and which portion size. Samples of maternal blood and breast milk for determination of retinol concentrations were collected. Partial Pearson correlation test, agreement by kappa quadratic statistics, cross-classification into quartiles and the method of triads with two biomarkers were performed. The mean FFQ intake of vitamin A was 875 µg/day and the frequency of inadequate intake was 52.8%. Low correlation coefficients were observed between the FFQ and both biomarkers. In cross-classification, considering foods sources with or without provitamin A, 63.6% to 68.3% of the results fell into the same or adjacent quartiles, respectively; less than 10% of all results were classified into opposite quartiles. The validity coefficient of the FFQ was 0.484. FFQ performed better when considering only food sources of preformed vitamin A and both biomarkers (ρ=0.554). As a conclusion, FFQ provided an estimate of vitamin A intake with moderate accuracy, being suitable to rank pregnant women according to categories of intake(AU)
O objetivo foi avaliar a validade relativa de um Questionário de Frequência Alimentar (QFA) para estimar o consumo de vitamina A em mulheres grávidas usando dois biomarcadores como referência, retinol sérico materno e retinol de leite materno. Trata-se de um estudo observacional, descritivo, analítico e transversal. O QFA foi aplicado a 161 gestantes na maior maternidade pública de Ribeirão Preto. O período de abrangência do QFA foi de 30 dias antes do parto. Questionava-se à mãe se ela havia ingerido ou não cada item de alimento contido em um álbum fotográfico nos últimos 30 dias e qual era a frequência e o tamanho da porção consumida. Foram coletadas amostras de sangue materno e leite materno para determinação das concentrações de retinol. Foi realizado o teste de correlação parcial de Pearson, concordância de kappa, classificação cruzada em quartis e o método de tríades com dois biomarcadores. A ingestão média pelo QFA de vitamina A foi de 875mg / dia e a frequência de ingestão inadequada foi de 52,8%. Baixos coeficientes de correlação foram observados entre o QFA e ambos os biomarcadores. Na classificação cruzada, considerando fontes de alimentos com ou sem provitamina A, 63,6% a 68,3% dos resultados caíram no mesmo quartil ou adjacentes, respectivamente; Menos de 10% de todos os resultados foram classificados em quartis opostos. O coeficiente de validade do QFA foi de 0,484. O QFA apresentou melhor desempenho quando considerou apenas fontes alimentares de vitamina A pré-formada e ambos os biomarcadores (ρ = 0,554). A acurácia do QFA para a estimativa de vitamina A foi considerada moderada, sendo adequado para categorizar as gestantes em categorias de consumo(AU)
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Humanos , Feminino , Adolescente , Adulto , Cordão Umbilical , Vitamina A , Desenvolvimento Fetal , Nutrição da Gestante , Inquéritos NutricionaisRESUMO
Anemia and iron deficiency should receive special attention considering their high prevalence and serious consequences. For prevention, globally it is recommended to increase dietary iron intake, iron fortification of industrialized foods, and medical iron supplementation. Food fortification for the prevention of iron deficiency in developing countries should consider carriers locally available and consumed daily, requiring limited infrastructure and technology. Drinking water is the iron carrier we have been working for years for the prevention of iron deficiency and anemia in small children in Brazil. It was shown that studies with iron-fortified drinking water were proved to be effective on children's anemia prevention. Water is found everywhere, consumed daily by everyone may be easily fortified with simple technology, is low priced and was effective on the prevention of children's anemia. Fortification of drinking water with iron was locally implemented with the direct participation of the government and community. Government authorities, health personnel and population were part of the project and responsible for its community implementation. The mayor/municipality permitted and supported the proposal to supply it to children at their day-care centers. To keep the children drinking water iron fortified supply an officially authorized legislation was also approved.
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Although the production of patulin in apple fruits is mainly by Penicillium expansum, there is no information on the ability of heat resistant moulds that may survive pasteurization to produce this mycotoxin in juice packages during storage and distribution. In this study, the production of patulin by Byssochlamys spp (Byssochlamys nivea FRR 4421, B. nivea ATCC 24008 and Byssochlamys fulva IOC 4518) in cloudy and clarified apple juices packaged in laminated paperboard packages or in polyethylene terephthalate bottles (PET) and stored at both 21 degrees C and 30 degrees C, was investigated. The three Byssochlamys strains were able to produce patulin in both cloudy and clarified apple juices. Overall, the lower the storage temperature, the lower the patulin levels and mycelium dry weight in the apple juices (p<0.05). The greatest variations in pH and degrees Brix were observed in the juices from which the greatest mycelium dry weights were recovered. The maximum levels of patulin recovered from the juices were ca. 150 microg/kg at 21 degrees C and 220 microg/kg at 30 degrees C. HPLC-UV, HPCL-DAD and mass spectrometry analyses confirmed the ability of B. fulva IOC 4518 to produce patulin. Due to the heat resistance of B. nivea and B. fulva and their ability to produce patulin either in PET bottles or in laminated paperboard packages, the control of contamination and the incidence of these fungi should be a matter of concern for food safety. Control measures taken by juice industries must also focus on controlling the ascospores of heat resistant moulds.
Assuntos
Bebidas/microbiologia , Byssochlamys/metabolismo , Embalagem de Alimentos , Malus/microbiologia , Patulina/metabolismo , Contaminação de Alimentos/análise , Patulina/análise , TemperaturaRESUMO
OBJETIVO: Determinar, entre um grupo de crianças e adolescentes eutróficos, os valores de glicemia e insulinemia de jejum e de índice homeostasis model assessment (HOMA). MÉTODOS: Estudo de corte transversal realizado em duas escolas públicas de Ribeirão Preto (SP). Foram obtidas medidas antropométricas, dados pessoais e colhida amostra de sangue venoso de 447 crianças e adolescentes eutróficos, de ambos os sexos, com idades entre 7 e 17,9 anos, maturadores médios. Mediram-se glicemia de jejum e insulinemia de jejum e calculou-se o HOMA. Utilizando o teste de Mann-Whitney, foram realizadas comparações entre os valores obtidos para meninos e meninas em cada faixa etária. Posteriormente, utilizando o teste de Kruskal-Wallis, foram comparados os valores em cada faixa etária para meninos e meninas. RESULTADOS: Entre as meninas, os valores de glicemia apresentaram variação entre 7 a 8,9 anos (p = 0,0005). Para ambos os sexos, em relação à insulinemia, ocorreu variação de acordo com a idade (p < 0,001), com valores mais elevados na faixa de 13 a 14,9 anos. Os valores de HOMA apresentaram variação significativa de acordo com a idade (p < 0,001) para meninos e meninas, com valores crescentes até a faixa de 13 a 14,9 anos. CONCLUSÕES: Os dados apontam para a necessidade do estabelecimento de curvas de referência para os três indicadores.
OBJECTIVE: To determine fasting glycemia and insulinemia levels and the HOMA index in a group of children and adolescents with normal body mass index (BMI). METHODS: This was a cross-sectional study conducted at two public schools in Ribeirão Preto, SP, Brazil. A total of 447 children and adolescents of both sexes, with normal BMI, aged 7 to 17.9 years and of average maturity for their age, underwent anthropometric measurements and provided personal data and a sample of venous blood so that glycemia, insulinemia and HOMA index could be determined. The results obtained for boys and girls were compared for each age range using the Mann-Whitney test. The results within each age band were then compared for boys and girls using the Kruskal-Wallis test. RESULTS: Glycemia results varied from 7 to 8.9 years (p = 0.0005). Fasting insulinemia varied significantly with age in both sexes (p < 0.001), with the highest values observed among children aged 13 to 14.9 years. HOMA indices varied significantly with age in both boys and girls (p < 0.001), with values that increased progressively up to the age band of 13 and 14.9 years. CONCLUSIONS: These data demonstrate the necessity of establishing reference curves for these three indicators.
Assuntos
Adolescente , Criança , Feminino , Humanos , Masculino , Glicemia/análise , Jejum/sangue , Homeostase/fisiologia , Insulina/sangue , Fatores Etários , Estudos de Coortes , Estudos Transversais , Valores de Referência , Estatísticas não ParamétricasRESUMO
OBJETIVO: Avaliar sensibilidade e especificidade de duas tabelas de referência para circunferência abdominal em crianças na detecção de valores elevados de índice de massa corporal, colesterol total, insulinemia de jejum, leptinemia de jejum e homeostasis model assessment. MÉTODOS: Foram avaliados 624 indivíduos, de ambos os sexos, com idades entre 7 e 18 anos, provenientes de duas escolas públicas, obtendo-se amostra de sangue venoso em jejum para dosagens de insulina, glicemia, leptina e colesterol total. Peso, estatura e circunferência abdominal foram aferidos de acordo com recomendações internacionais. Foram montadas tabelas de contingência em que se compararam, de um lado, a presença ou ausência de aumento na circunferência abdominal segundo os pontos de corte propostos de Taylor et al. e Freedman et al. e, de outro, presença ou ausência de valores alterados dos parâmetros avaliados. RESULTADOS: Os valores de sensibilidade foram sempre superiores para a tabela de Taylor et al., ao contrário da especificidade, sempre mais elevada para a tabela de Freedman et al. Os valores preditivos positivos foram, em geral, bastante baixos, mostrando-se relevantes apenas para o indicador índice de massa corpórea. CONCLUSÕES: Os resultados obtidos apontam para que se considere a referência de Taylor et al. melhor do ponto de vista da triagem, selecionando indivíduos com maior probabilidade de apresentarem as alterações estudadas; por outro lado, a referência de Freedman et al. mostrou-se mais adequada para uso clínico, sendo possível a sua utilização para substituir dosagens que possam não estar ao alcance do profissional, como insulinemia e leptinemia.
OBJECTIVE: To evaluate the sensitivity and specificity of two pediatric abdominal circumference reference tables to detect abnormally high body mass index, total cholesterol, fasting blood insulin and leptin levels, and homeostasis model assessment values. METHODS: A total of 624 male and female subjects, with ages ranging from 7 to 18 years, were evaluated. All children were recruited from two public schools. Venous blood samples were collected for determination of fasting plasma insulin, glucose, leptin, and total cholesterol levels. Weight, height and abdominal circumference were assessed according to internationally accepted guidelines. Contingency tables were constructed, comparing the presence or absence of increased abdominal circumference, according to cutoff points established by Taylor et al. and Freedman et al., with the presence or absence of abnormal values in the laboratory tests. RESULTS: Sensitivity values were consistently higher for the table by Taylor et al., whereas the table by Freedman et al. showed greater specificity. Positive predictive values were quite low in general, and were only relevant for body mass index. CONCLUSIONS: Results indicate that the table by Taylor et al. is best for screening purposes, as it identifies individuals at higher risk of presenting abnormal test results. On the other hand, the reference table by Freedman et al. is more suitable for clinical practice, as it could be used to replace laboratory measurements, such as blood insulin or leptin levels, which may not be available at all sites.
Assuntos
Adolescente , Criança , Feminino , Humanos , Masculino , Índice de Massa Corporal , Colesterol/sangue , Insulina/sangue , Leptina/sangue , Obesidade/diagnóstico , Relação Cintura-Quadril , Biomarcadores/sangue , Estudos Transversais , Reações Falso-Negativas , Hiperinsulinismo/sangue , Obesidade/sangue , Valor Preditivo dos Testes , Distribuição por SexoRESUMO
The aim of this study is to assess the effects of sibutramine (S) 15 mg/day, fluoxetine (F) 60 mg/day, and metformin (M) 1,700 mg/day, as an adjunct therapy to a 1,500 kcal/day diet, in reducing anthropometric and metabolic parameters. S (n= 8), F (n= 9), and M (n= 8) were compared to placebo (n= 10) in 35 obese patients in a 90-day trial. Side effects were also studied during the treatment. The data demonstrated that F therapy resulted in a greater average reduction in BMI (11.0 percent), weight (10.0 percent), abdominal circumference (11.0 percent) and percentfatty-tissue (12.8). An elevation in HDL-cholesterol (25.8 percent) and a reduction in average triglyceride levels (28.3 percent) were also shown. S presented a 7.91 percent reduction in the abdominal circumference and a 9.65 reduction in percentfatty-tissue was also found. M group presented reductions in BMI (4.03 percent), waist circumference (6.92 percent), HOMA (23.5 percent) and blood pressure (6.08 percent in systolic and 2.08 percent in diastolic). In general, the three drugs can be considered well tolerated. We concluded that F and S demonstrated a greater mean reduction in anthropometric and metabolic parameters when compared to M, however all of them are useful for that purpose, when the subjectsÆ characteristics are considered.
O objetivo deste estudo foi avaliar o efeito da sibutramina (S) 15 mg/dia, fluoxetina (F) 60 mg/dia, e metformina (M) 1.700 mg/dia, associadas a uma dieta de 1.500 kcal/dia, na redução de parâmetros antropométricos e metabólicos. S (n= 8), F (n= 9) e M (n= 8) foram comparadas ao placebo (n= 10) em 35 pacientes obesos durante 90 dias de tratamento. As reações adversas também foram avaliadas durante o tratamento. O grupo F demonstrou uma redução no IMC (11,0 por cento), peso (10,0 por cento), circunferência abdominal (11,0 por cento) e por cento de tecido adiposo (12,8). Também foram observados um aumento nos níveis de HDL-colesterol (25,8 por cento) e uma redução nos níveis de triglicérides (28,3 por cento), no grupo F. O grupo S apresentou uma redução de 7,91 por cento na circunferência abdominal e de 9,65 na por cento de tecido adiposo. Já o grupo M apresentou reduções no IMC (4,03 por cento), circunferência abdominal (6,92 por cento), HOMA (23,5 por cento) e pressão arterial (6,08 por cento na sistólica, 2,08 por cento na diastólica). Os três fármacos analisados foram bem tolerados durante o tratamento. Concluímos que a F e a S demonstraram maior eficácia na redução dos parâmetros antropométricos e metabólicos dos pacientes obesos quando comparadas à M, entretanto todas podem ser prescritas para essa finalidade, desde que sejam consideradas as características individuais dos pacientes.