Prognosis of cellular energy metabolism shifts in adolescents with community-acquired pneumonia

O. Zubarenko, T. Stoieva, L. Koval, G. Kopiyka, R. Papinko
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Abstract

Pneumonia is one of the most severe respiratory pathology forms in children, which contributes significantly to infant mortality. The high risk of chronic bronchopulmonary process and child`s disability, in case of severe and complicated disease, requires careful pathophysiological change's analysis in community-acquired pneumonia (CAP) in children. In particular, for the prediction of these disorders in children with CAP are important the dysmetabolic phenomena study and the specific approaches development. The immediate aim of this work is to study the cellular energy metabolism (CEM) features and to develop approaches for the early bioenergetic disorders diagnostics in conditions of community-acquired pneumonia in adolescents.The aim of the study is to develop approaches for the early diagnosis of shifts in energy metabolism in children aged 14-18 years with CAP. An examination of 41 children aged 14-16 years with the definition of CEM indicators was conducted in order to develop an approach for predicting CEM disorders in community-acquired pneumonia using the method of logistic regression. A logistic regression method was used to develop a method for predicting CEM disorders in children with CAP. The characteristics of CEM in children with CAP were determined. A decrease in the succinate dehydrogenase activity and an increase in the lactate dehydrogenase / succinate dehydrogenase ratio in children with CAP relative to the reference parameters were observed, which indicated an inhibition of the anaerobic energy synthesis pathway. Two mathematical models for predicting CEM disorders in CAP based on logistic regression equations were proposed. The first mathematical model consisted of social and health characteristics and of pneumonia clinical course characteristics. In ROC analysis the area under the curve (AUC) was 0.82, diagnostic specificity – 71%, diagnostic sensitivity – 90%. The second model included only hematological parameters, AUC – 0.78, diagnostic specificity – 69%, diagnostic sensitivity – 81%. Thus, changes in CEM in children with CAP aged 14 – 18 years have been established. Two methods for predicting disorders of CEM in children with CAP have been developed, which can be applied to optimize the treatment of children with CAP aged 14-18 years.
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青少年社区获得性肺炎患者细胞能量代谢变化的预后
肺炎是儿童最严重的呼吸道疾病之一,是造成婴儿死亡的重要原因。社区获得性肺炎(CAP)儿童的慢性支气管肺过程和儿童残疾的高风险,在病情严重和复杂的情况下,需要仔细的病理生理变化分析。特别是对于CAP患儿的这些疾病的预测,代谢异常现象的研究和具体方法的开发是非常重要的。本研究的直接目的是研究细胞能量代谢(CEM)特征,并为青少年社区获得性肺炎的早期生物能量障碍诊断开发方法。该研究的目的是开发早期诊断14-18岁CAP儿童能量代谢变化的方法。对41名14-16岁儿童进行了CEM指标定义的检查,以开发一种使用逻辑回归方法预测社区获得性肺炎CEM障碍的方法。采用logistic回归方法,建立了一种预测CAP患儿CEM障碍的方法。确定CAP患儿CEM的特征。与参考参数相比,CAP患儿琥珀酸脱氢酶活性降低,乳酸脱氢酶/琥珀酸脱氢酶比值升高,表明厌氧能量合成途径受到抑制。提出了两种基于logistic回归方程预测CAP中CEM障碍的数学模型。第一个数学模型包括社会健康特征和肺炎临床病程特征。ROC分析曲线下面积(AUC)为0.82,诊断特异性为71%,诊断敏感性为90%。第二个模型仅包括血液学参数,AUC为0.78,诊断特异性为69%,诊断敏感性为81%。因此,已经确定了14 - 18岁CAP儿童CEM的变化。目前已有两种预测CAP患儿CEM障碍的方法,可用于优化14-18岁CAP患儿的治疗。
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