Predicting the overall survival of patients with chronic lymphocytic leukemia in the dynamics of the disease

M. V. Markovtseva, E. N. Zguralskaya
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Abstract

Relevance. The high prevalence of chronic lymphocytic leukemia (CLL) in elderly and senile patients of the European population dictates the need to find a publicly available solution to the problem of prognosis in this cohort of patients. Previously, a relationship was established between the survival of patients with CLL and the value of the glomerular filtration rate (GFR) at the time of diagnosis. The purpose of the study : to assess the relationship of GFR with the survival of CLL patients in the course of the disease. Materials and methods: 207 patients (98 men and 109 women) aged 45 to 80 years with CLL A-C according to Binet and known overall survival were studied. Annually from the 1st to the 5th year of the course of the disease, the maximum value of the patient's GFR was taken into account according to the CKD-EPI formula. The data was processed by data mining using a logical classification algorithm. Results. With a GFR value of more than 76 ml/min/1.73 m2 during the first year of the disease, more than 75 ml/min/1.73 m2 during the second year of the disease, more than 70 ml/min/1.73 m2 during the third year of the disease, more than 68 ml/min/1.73 m2 during the fourth and fifth years of the disease, the patient will overcome the calculated parameters of the median survival for the corresponding stage of CLL according to Binet. Otherwise, the overall survival of the patient will be less than the calculated median survival according to Binet. This article provides illustrative clinical examples. Conclusion. It was found that the value of GFR in CLL patients gradually decreases with the course of the disease, however, the value of this parameter in the dynamics of the disease can be considered as a significant factor in predicting the survival of patients with CLL. Based on the results, an application for an invention No. 2023108368 was filed.
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预测慢性淋巴细胞白血病患者在疾病动态中的总生存期
的相关性。慢性淋巴细胞白血病(CLL)在欧洲老年人和老年患者中的高患病率表明,需要找到一个公开可用的解决方案,以解决这一队列患者的预后问题。以前,CLL患者的生存与诊断时的肾小球滤过率(GFR)值之间存在关系。本研究目的:评估GFR与CLL患者病程中生存的关系。材料和方法:研究年龄在45 ~ 80岁的CLL A-C患者207例(男性98例,女性109例),根据Binet和已知的总生存期。每年从病程的第1年到第5年,根据CKD-EPI公式考虑患者GFR的最大值。采用逻辑分类算法对数据进行挖掘处理。结果。发病第一年GFR值大于76 ml/min/1.73 m2,发病第二年GFR值大于75 ml/min/1.73 m2,发病第三年GFR值大于70 ml/min/1.73 m2,发病第四年和第五年GFR值大于68 ml/min/1.73 m2,患者将克服根据Binet计算的CLL相应阶段的中位生存参数。否则,患者的总生存期将小于Binet计算的中位生存期。本文提供了说明性的临床实例。结论。研究发现,随着病程的发展,CLL患者的GFR值逐渐降低,但该参数在疾病动态中的值可以被认为是预测CLL患者生存的重要因素。在此基础上,申请了专利号为2023108368的发明。
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