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Toward an Effective Medicine of Precision by Using Conceptual Modelling of the Genome

机译:通过使用基因组的概念模型开发一种有效的精准医学

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The continuous improvement in our understanding of the human genome is leading to an increasing viable and effective Precision Medicine. Its intention is to provide a personalized solution to any individual health problem. Nevertheless, three main issues must be considered to make Precision Medicine a reality: i) the understanding of the huge amount of genomic data, spread out in hundreds of genome data sources, with different formats and contents, whose semantic interoperability is a must; ii) the development of information systems intended to guide the search of relevant genomic repositories related with a disease, the identification of significant information for its prevention, diagnosis and/or treatment and its management in an efficient software platform; iii) the high variability in the quality of the publicly available information. This paper presents a conceptual framework for solving these problems by i) using a precise conceptual schema of the human genome, and ii) introducing a method to search, identify, load and adequately interpret the required data, assuring its quality during the entire process.
机译:我们对人类基因组的了解不断提高,导致越来越多的可行和有效的精密医学。其目的是为任何个人健康问题提供个性化解决方案。尽管如此,要使精密医学成为现实,必须考虑三个主要问题:i)对庞大的基因组数据的理解,这些数据分散在数百种基因组数据源中,这些数据源具有不同的格式和内容,其语义互操作性是必须的; ii)开发信息系统,以指导与疾病有关的相关基因组库的搜索,为预防,诊断和/或治疗以及在有效软件平台中进行管理的重要信息的识别; iii)公开信息质量的高度可变性。本文提出了一个解决这些问题的概念框架,方法是:i)使用人类基因组的精确概念图式; ii)引入一种搜索,识别,加载和充分解释所需数据的方法,以确保其在整个过程中的质量。

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