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Karyometry of secretory cell nuclei in high-grade PIN lesions.

机译:高级PIN病变中分泌细胞核的Karyometry。

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BACKGROUND: The goal of this study was a karyometric characterization of secretory cell nuclei in high-grade prostatic intraepithelial neoplasia (PIN) lesions. Specifically, the hypothesis is tested that distinctly different subgroups of nuclei exist in these lesions. METHODS: High-resolution images of 1,713 nuclei from high-grade PIN lesions were recorded. Karyometric features were computed. Discriminant function scores against normal reference nuclei, and nuclear abnormality values were derived. Data sets were processed by a nonsupervised learning algorithm to establish the presence of subgroups of nuclei with statistically different nuclear chromatin distributions. RESULTS: Three sets of nuclei were formed, facing an intact basal cell layer, a near vanishing basal cell layer, and a gap in the basal cell layer. For each set, a nonsupervised learning algorithm formed three statistically different subgroups of approximately equal sizes. Each subgroup is found in every one of the three sampling locations. The total optical density distribution of nuclei in two subgroups suggests an aneuploid distribution, the third subgroup has a near diploid distribution. CONCLUSIONS: Secretory cell nuclei in high-grade PIN lesions are a heterogeneous population, forming statistically different subgroups. Studies aimed at characterizing the progression of such lesions should consider the inhomogeneous nature of these nuclei. Copyright 2001 Wiley-Liss, Inc.
机译:背景:这项研究的目的是对高级前列腺上皮内瘤变(PIN)病变中分泌细胞核的定量分析。具体而言,检验了在这些病变中存在明显不同的核亚组的假设。方法:记录了来自高级PIN病变的1,713个核的高分辨率图像。计算了测角特征。针对正常参考核的判别功能评分,并得出核异常值。通过无监督学习算法处理数据集,以建立具有统计上不同的核染色质分布的核亚组的存在。结果:形成了三组核,面对完整的基底细胞层,接近消失的基底细胞层以及基底细胞层中的间隙。对于每组,非监督学习算法形成了三个统计上不同的子组,它们的大小近似相等。每个子组位于三个采样位置的每个位置。两个亚组中核的总光密度分布表明呈非整倍体分布,第三亚组具有接近二倍体分布。结论:高级PIN病变中的分泌细胞核是异质性种群,在统计学上形成不同的亚组。旨在表征此类病变进展的研究应考虑这些核的不均匀性质。版权所有2001 Wiley-Liss,Inc.

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