首页> 外文期刊>Human Immunology: Official Journal of the American Society for Histocompatibility and Immunogenetics >Comparison of high-resolution human leukocyte antigen haplotype frequencies in different ethnic groups: Consequences of sampling fluctuation and haplotype frequency distribution tail truncation
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Comparison of high-resolution human leukocyte antigen haplotype frequencies in different ethnic groups: Consequences of sampling fluctuation and haplotype frequency distribution tail truncation

机译:不同种族的高分辨率人类白细胞抗原单倍型频率的比较:采样波动和单倍型频率分布尾部截断的后果

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摘要

High-resolution haplotype frequency estimations and descriptive metrics are becoming increasingly popular for accurately describing human leukocyte antigen diversity. In this study, we compared sample sets of publically available haplotype frequencies from different populations to characterize the consequences of unequal sample size on haplotype frequency estimation. We found that for low samples sizes (a few thousand), haplotype frequencies were overestimated, affecting all descriptive metrics of the underlying distribution, such as most frequent haplotype, the number of haplotypes, and the mean/median frequency. This overestimation was a result of random sample fluctuation and truncation of the tail end of the frequency distribution that comprises the least frequent haplotypes. Finally, we simulated balanced datasets through resampling and contrasted the disparities of descriptive metrics among equal and unequal datasets. This simulation resulted in the global description of the most frequent human leukocyte antigen haplotypes worldwide. (C) 2015 American Society for Histocompatibility and Immunogenetics. Published by Elsevier Inc. All rights reserved.
机译:高分辨率单倍型频率估计和描述性指标正变得越来越流行,用于准确描述人类白细胞抗原多样性。在这项研究中,我们比较了来自不同人群的公共可用单倍型频率的样本集,以表征不平等的样本量对单倍型频率估计的影响。我们发现,对于低样本量(几千个),单倍型频率被高估了,从而影响了基础分布的所有描述性指标,例如最频繁的单倍型,单倍型的数量以及平均/中位数频率。这种高估是随机样本波动和频率分布尾部被截断的结果,频率分布的尾部包含最不常见的单倍型。最后,我们通过重新采样来模拟平衡的数据集,并比较描述性指标在相等和不相等的数据集之间的差异。这种模拟导致了全球范围内最常见的人类白细胞抗原单倍型的全球描述。 (C)2015年美国组织相容性与免疫遗传学学会。由Elsevier Inc.出版。保留所有权利。

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