Pires Ana, Sobrinho Luis, Ferreira Hugo Gil
Serviço de Nefrologia. Hospital Fernando da Fonseca. Amadora. Portugal.
Departamento de Endocrinologia-Nutrição. Faculdade de Ciências Médicas. Universidade NOVA de Lisboa. Lisboa. Portugal.
Acta Med Port. 2017 Jun 30;30(6):485-492. doi: 10.20344/amp.8040.
A simple data filtering process together with some basic concepts of control theory applied to electronically stored clinical data were used to identify some of the pathophysiological mechanisms underlying the perturbations of the calcium/phosphorus homeostasis in chronic kidney disease.
Retrospective data (a set per patient of serum single value concentrations of creatinine, calcium, phosphorus, parathormone, 25-hydroxyvitamin D and 1,25-dihydroxyvitamin D) from 2507 patients with stable chronic kidney disease not on renal replacement therapy were studied. The variables were paired and subjected sequentially to a moving average and partioned into frequency classes. The plots were interpreted using the concept of a feedback loop comprising two branches of opposite sign and of set point of the loop. The set point for each pair of variables is displaced in the course of the disease and this displacement indicates which of the two factors involved (the serum concentrations of calcium or parathormone, for example) is primarily affected.
This analysis showed that in the course of the development of chronic kidney disease the relationships between the observed variables progressed following a monotonous, a biphasic or a triphasic pattern.
As chronic kidney disease progresses, calcium/phosphorus metabolism regulation evolves through different phases. Later, there is a progressive loss of the parathyroid gland sensitivity to the control by the serum concentrations of calcium and phosphorus. The sensitivity to the inhibitory action of 1,25-dihydroxyvitamin D decreases monotonously but never releases the gland.
The clinical data analysis used permits to illustrate the underlying pathophysiological mechanisms.
一个简单的数据过滤过程以及一些应用于电子存储临床数据的控制理论基本概念,被用于识别慢性肾脏病中钙/磷稳态紊乱背后的一些病理生理机制。
研究了2507例未接受肾脏替代治疗的稳定慢性肾脏病患者的回顾性数据(每位患者的一组血清肌酐、钙、磷、甲状旁腺激素、25-羟基维生素D和1,25-二羟基维生素D的单值浓度)。将这些变量配对,依次进行移动平均,并划分成频率类别。使用包含两个符号相反分支和回路设定点的反馈回路概念来解释这些图表。每对变量的设定点在疾病过程中发生位移,这种位移表明所涉及的两个因素(例如钙或甲状旁腺激素的血清浓度)中哪一个受到主要影响。
该分析表明,在慢性肾脏病的发展过程中,观察到的变量之间的关系遵循单调、双相或三相模式发展。
随着慢性肾脏病的进展,钙/磷代谢调节会经历不同阶段。后来,甲状旁腺对钙和磷血清浓度控制的敏感性逐渐丧失。对1,25-二羟基维生素D抑制作用的敏感性单调下降,但从未解除对腺体的控制。
所采用的临床数据分析能够阐明潜在的病理生理机制。