[Predicting the presence of MEN1 gene mutation based on the clinical phenotype of patients with primary hyperparathyroidism].

N G Mokrysheva, A K Eremkina, A P Miliutina, R Kh Salimkhanov, L A Aboishava, E E Bibik, A M Gorbacheva, A R Elfimova, E V Kovaleva, S V Popov, G A Melnichenko
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引用次数: 0

Abstract

Background: Timely referral of patients for genetic testing to rule out MEN1-associated primary PHPT is important factor in determining treatment strategy and prognosis. In the context of the limited availability of genetic testing, the search for clinical markers indicative of MEN1 gene mutations remains an extremely relevant task.

Aim: To determine the diagnostic value of clinical features of primary PHPT in young patients for predicting the presence of MEN1 gene mutations.

Materials and methods: A single-center, prospective study was conducted at the Endocrinology Research Centre, involving 273 patients with PHPT in the period 2015-2022. Based on the results of genetic and laboratory tests, patients were divided into three groups: those with MEN1 gene mutations (MEN+ group, n=71), those without MEN1 gene mutations - isolated sporadic PHPT (MEN- group, n=158), and patients with PHPT and associated endocrine gland disorders - MEN-1 syndrome phenocopies (PHEN group, n=32). Subgroups of patients younger than 40 years of age were also identified. Comparative analysis was performed among the independent groups and subgroups, and logistic regression analysis was used to develop a mathematical model for predicting the probability of the presence of MEN1 gene mutation.

Results: Patients in the MEN+ and MEN- groups were comparable by gender and age at manifestation, as well as calcium-phosphorus metabolism parameters and PHPT complications. In the PHEN group, PHPT manifested at older age compared to the other groups (p<0.001 for all), with lower total calcium levels and a trend toward lower iPTH concentrations. The MEN+ group had a significantly higher frequency of multiglandular parathyroid (PG) involvement, PHPT recurrence, and positive family history compared to the MEN- and PHEN groups. Histologically, adenomas predominated in the PHEN and MEN- groups (92% and 94%, respectively), whereas hyperplasia of PGs were more common in the MEN+ group (49%). None of the PHEN patients had all three «classic» components of the MEN-1 syndrome, and the clinical course of PHPT was similar to that of the MEN- group. These differences were also observed in the subgroups of patients younger than 40 years, which formed the basis for the development of a mathematical model. The logistic regression equation for predicting the probability of the presence of the MEN1 gene mutation included eight predictors, with a diagnostic sensitivity of 96% and specificity of 98%.

Conclusion: Based on the analysis performed, eight hereditary predictors of PHPT within the MEN-1 syndrome were identified. A mathematical model was developed to predict the presence of the MEN1 gene mutation in patients, which demonstrated high classification performance on the training dataset. Further refinement of the model will help improve the quality of medical care for patients with PHPT.

【根据原发性甲状旁腺功能亢进患者的临床表型预测MEN1基因突变的存在】。
背景:及时转诊患者进行基因检测以排除men1相关的原发性PHPT是决定治疗策略和预后的重要因素。在基因检测有限的背景下,寻找MEN1基因突变的临床标志物仍然是一项非常重要的任务。目的:探讨青年原发性PHPT患者临床特征对MEN1基因突变的诊断价值。材料与方法:在内分泌学研究中心进行了一项单中心前瞻性研究,纳入了2015-2022年期间273例PHPT患者。根据基因和实验室检测结果,将患者分为三组:MEN1基因突变组(MEN+组,n=71)、未MEN1基因突变组(MEN-组,n=158)、PHPT及相关内分泌腺疾病患者(PHPT) - MEN-1综合征表型(PHEN组,n=32)。年龄小于40岁的患者亚组也被确定。独立组与亚组间进行比较分析,采用logistic回归分析建立MEN1基因突变概率预测数学模型。结果:MEN+组和MEN-组患者在性别、表现年龄、钙磷代谢参数和PHPT并发症方面具有可比性。在PHEN组中,与其他组相比,PHPT在年龄较大时表现出来(p<0.001),总钙水平较低,iPTH浓度也有降低的趋势。与MEN-和PHEN组相比,MEN+组的多腺甲状旁腺(PG)受累率、PHPT复发率和阳性家族史明显更高。组织学上,腺瘤在PHEN组和MEN-组中占主导地位(分别为92%和94%),而pg增生在MEN+组中更为常见(49%)。没有一个PHEN患者具有MEN-1综合征的所有三个“经典”成分,并且PHPT的临床病程与MEN-组相似。在40岁以下的患者亚组中也观察到这些差异,这为数学模型的发展奠定了基础。预测MEN1基因突变存在概率的logistic回归方程包括8个预测因子,诊断敏感性为96%,特异性为98%。结论:在分析的基础上,确定了men1综合征中PHPT的8个遗传预测因子。建立了一个数学模型来预测患者中MEN1基因突变的存在,该模型在训练数据集上表现出很高的分类性能。该模型的进一步完善将有助于提高PHPT患者的医疗质量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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