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一种新方法拓宽了 IrisPlex 在 DNA 表型分析中可识别的眼睛颜色范围。

A new approach to broaden the range of eye colour identifiable by IrisPlex in DNA phenotyping.

机构信息

Department of Biology, Ecology and Earth Sciences, University of Calabria, 87036, Rende, Italy.

Toptal, LLC, 2810 N. Church St. #36879, Wilmington, DE, 19802-4447, USA.

出版信息

Sci Rep. 2022 Jul 27;12(1):12803. doi: 10.1038/s41598-022-17208-w.

Abstract

IrisPlex system represents the most popular model for eye colour prediction. Based on six polymorphisms this model provides very accurate predictions that strongly depend on the definition of eye colour phenotypes. The aim of the present study was to introduce a new approach to improve eye colour prediction using the well-validated IrisPlex system. A sample of 238 individuals from a Southern Italian population was collected and for each of them a high-resolution image of eye was obtained. By quantifying eye colour variation into CIELAB space several clustering algorithms were applied for eye colour classification. Predictions with the IrisPlex model were obtained using eye colour categories defined by both visual inspection and clustering algorithms. IrisPlex system predicted blue and brown eye colour with high accuracy while it was inefficient in the prediction of intermediate eye colour. Clustering-based eye colour resulted in a significantly increased accuracy of the model especially for brown eyes. Our results confirm the validity of the IrisPlex system for forensic purposes. Although the quantitative approach here proposed for eye colour definition slightly improves its prediction accuracy, further research is still required to improve the model particularly for the intermediate eye colour prediction.

摘要

IrisPlex 系统是目前最受欢迎的眼睛颜色预测模型。该模型基于六个多态性,可提供非常准确的预测,预测结果与眼睛颜色表型的定义密切相关。本研究旨在引入一种新方法,利用经过充分验证的 IrisPlex 系统来改善眼睛颜色预测。从意大利南部人群中收集了 238 名个体的样本,并为每个人获取了眼睛的高分辨率图像。通过将眼睛颜色变化量化到 CIELAB 空间中,应用了几种聚类算法进行眼睛颜色分类。使用由视觉检查和聚类算法定义的眼睛颜色类别获得 IrisPlex 模型的预测。IrisPlex 系统对蓝色和棕色眼睛颜色的预测具有很高的准确性,而对中间颜色的预测效率较低。基于聚类的眼睛颜色分类显著提高了模型的准确性,特别是对于棕色眼睛。我们的研究结果证实了 IrisPlex 系统在法医学中的有效性。尽管本文提出的眼睛颜色定量定义方法略微提高了其预测准确性,但仍需要进一步研究来改进该模型,特别是提高对中间眼睛颜色的预测准确性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/609f/9329466/30b3f387fc0d/41598_2022_17208_Fig1_HTML.jpg

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