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The Use of Discriminant Analysis for Examining the Histological Features of Oral Keratoses and Lichen Planus

机译:判别分析在检查口腔角质病和扁平苔藓的组织学特征中的应用

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摘要

In a retrospective survey of 235 cases in which the diagnosis on biopsy was lichen planus, keratosis or leukoplakia, the histological features were re-assessed as objectively as possible and without reference to the original diagnosis.The tissue changes were recorded under 39 headings, and many were assessed on a roughly quantitative basis. In addition, two clinical features were included; whether the biopsy was from the buccal mucosa (as opposed to some other intraoral site) and whether the lesions involved multiple intraoral sites. For each possible pair of diagnostic categories (keratosis and leukoplakia, lichen planus and keratosis, lichen planus and leukoplakia) the recorded findings were subjected to discriminant analysis in order to provide a quantitative assessment of the value of each individual feature for discriminating between the two diagnostic groups. The computer programme also provided for the application of these calculated values to yield a “score” for each case, and for an assessment of the significance of the separation of the diagnostic groups thus achieved. In general, the values calculated by the computer for the discriminatory value of each tissue change accorded with our subjective impressions, but a number of features that were given a relatively high value had not previously been recognized as important in differential diagnosisA discriminant analysis was also performed on those cases of leukoplakia known to have later developed a carcinoma, in comparison with the leukoplakia cases that did not develop carcinoma. High values were accorded mainly to the well-known features of epithelial atypia, but a similar high value was indicated for the presence of Russell bodies. we had not previously realized that the presence of Russell bodies was of prognostic significance in this context.When the total scores for the groups of cases were analysed, it was found that the separation of each pair of diagnostic groups was significant at the 1% level. The separation of leukoplakia cases that subsequently developed carcinoma, from those that did not develop carcinoma, was significant at the 5% level. In this latter analysis, a better separation might be achieved with larger numbers of cases, but there will always be the complicating factor that an unknown number of leukoplakia cases would develop carcinoma if the patient had received no treatment.
机译:在对235例活检诊断为扁平苔藓,角化病或白斑的病例进行的回顾性调查中,尽可能客观地重新评估了组织学特征,没有参考原始诊断,在39个标题下记录了组织变化,许多是在大致定量的基础上评估的。此外,还包括两个临床特征。活检是否来自颊粘膜(相对于某些其他口腔内部位),以及病变是否涉及多个口腔内部位。对于每种可能的诊断类别对(角化病和白斑,扁平苔藓和角化病,扁平苔藓和白斑),对记录的发现进行判别分析,以便对每个特征的价值进行定量评估,以区分两种诊断组。该计算机程序还提供了这些计算值的应用,以针对每种情况得出“分数”,并评估由此实现的诊断组分离的重要性。通常,由计算机计算出的每个组织变化的鉴别值与我们的主观印象相符,但是先前被认为相对较高值的许多特征在鉴别诊断中不重要。还进行了鉴别分析与未发生癌症的白斑病例相比,已知那些后来发展为癌症的白斑病例更是如此。高值主要与上皮非典型性的众所周知的特征相一致,但是对于罗素体的存在也显示出类似的高值。我们以前没有意识到在这种情况下罗素体的存在对预后具有重要意义。当分析各组病例的总分时,发现每对诊断组的分离度在1%的水平上是显着的。随后发生癌症的白斑病例与未发生癌症的白斑病例的分离率在5%水平上具有显着意义。在后面的分析中,更多的病例可以实现更好的分离,但是总会有一个复杂的因素,即如果患者不接受治疗,则未知数目的白斑病例会发展为癌症。

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