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Correlation between health-care costs and salivary tests

机译:卫生保健费用与唾液检测之间的相关性

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The burden of health-care costs relative to gross domestic product in Japan is increasing. A large percentage (7.6% in 2009) of the Japanese gross domestic product has been spent on health care, and this percentage has been increasing annually. Soaring health-care costs have been recognised as a serious social problem. In this study, we attempted to estimate the relationship between periodontal disease and health-care costs. Subjects consisted of teachers and staff members (35 men, 26 women; mean age, 45 ± 9 years) from two high schools. The salivary levels of lactate dehydrogenase and haemoglobin were adopted as biomarkers to assess periodontal disease. After salivary tests, data for the health-care costs over the subsequent 6 months were provided by the mutual association of the public schools on an individual basis. Curve-fit estimations were then performed where health-care costs were used as a dependent variable and age or salivary levels of haemoglobin or lactate dehydrogenase were used as independent variables. However, no good fitness was obtained. Subsequently, multilayer perceptron neural networks were applied. With the neural networks, good fitness was obtained by using lactate dehydrogenase as an independent variable. The results of this study show that oral health, particularly periodontal disease, is correlated with total health-care costs. The data presented in this study suggests that, from the perspective of both oral and systemic health, oral health can be a signpost in well-being and health promotion.
机译:在日本,医疗费用相对于国内生产总值的负担正在增加。日本国内生产总值的很大一部分(2009年为7.6%)已花费在医疗保健上,并且这一比例逐年增加。高昂的医疗保健费用已被认为是一个严重的社会问题。在这项研究中,我们试图估计牙周疾病与医疗费用之间的关系。受试者包括来自两所高中的教师和工作人员(男35例,女26例;平均年龄45±9岁)。唾液中的乳酸脱氢酶和血红蛋白水平被用作评估牙周疾病的生物标志物。经过唾液测试后,公立学校的相互协会逐个提供了随后六个月的医疗费用数据。然后进行曲线拟合估计,其中将医疗保健费用用作因变量,并将血红蛋白或乳酸脱氢酶的年龄或唾液水平用作自变量。但是,没有获得良好的适应性。随后,应用多层感知器神经网络。通过神经网络,通过使用乳酸脱氢酶作为自变量获得良好的适应性。这项研究的结果表明,口腔健康,特别是牙周疾病,与总体医疗保健费用相关。这项研究提供的数据表明,从口腔和全身健康的角度来看,口腔健康可以成为福祉和健康促进的标志。

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