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Predictive value of genomics in the screening of type 2 diabetes: limitations and current status

机译:基因组学在2型糖尿病筛查中的预测价值:局限性和现状

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Abstract: Multiple genetic variants and environmental factors interact resulting in the causation of type 2 diabetes. The advent of genome-wide association studies has accelerated the pace of discovery of genetic variants associated with type 2 diabetes. These variants could potentially be useful for the prediction, prevention, and early treatment of diabetes. Although a number of studies have been conducted on the predictive value of genetic polymorphisms, its value in the general population is unclear. Although in monogenic forms of diabetes genetic screening yields excellent predictive value, genetic profiling for polygenic type 2 diabetes currently appears to be limited in its predictive ability compared with conventional clinical risk scores. Performing a genetic profiling of strongly associated and replicated genetic variants seem to be the way forward, although such analysis is not yet successful. It is hoped that combined analyses of these genetic factors or hitherto unidentified genes would help in better genetic prediction of type 2 diabetes in the future.
机译:摘要:多种遗传变异和环境因素相互作用导致2型糖尿病的病因。全基因组关联研究的出现加快了发现与2型糖尿病相关的遗传变异的步伐。这些变体可能对糖尿病的预测,预防和早期治疗有用。尽管已经对遗传多态性的预测价值进行了许多研究,但其在普通人群中的价值尚不清楚。尽管在糖尿病的单基因形式中,遗传筛查可产生出色的预测价值,但与常规临床风险评分相比,目前对多基因2型糖尿病的基因谱分析似乎在其预测能力方面受到限制。进行强相关和复制的遗传变异的基因分析似乎是前进的方向,尽管这种分析尚未成功。希望对这些遗传因素或迄今尚未鉴定的基因进行综合分析,有助于将来更好地进行2型糖尿病的遗传预测。

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