Division of Pediatric Endocrinology & Diabetology, Center of Child and Adolescent Medicine, Justus Liebig University, Giessen, Germany.
Division of Pediatric Endocrinology & Diabetology, Center of Child and Adolescent Medicine, Justus Liebig University, Giessen, Germany.
J Steroid Biochem Mol Biol. 2023 Jul;231:106304. doi: 10.1016/j.jsbmb.2023.106304. Epub 2023 Mar 28.
Biochemical monitoring of treatment in infants with classic congenital adrenal hyperplasia (CAH) is not yet well defined. The aim of this study was to perform a cluster analysis of the urinary steroid metabolome for treatment monitoring of infants with classic salt-wasting CAH. We analyzed spot urine samples obtained from 60 young children ≤ 4 years of age (29 females) with classic CAH due to 21-hydroxylase deficiency treated with hydrocortisone and fludrocortisone by targeted gas chromatography-mass spectrometry (GC-MS). Patients were classified into different groups according to their metabolic patterns (metabotypes) using unsupervised k-means clustering algorithms. Three metabotypes could be discovered. Metabotype #1 (N = 15 (25%)) showed high concentrations of androgen and 17-hydroxyprogesterone (17OHP) precursor steroids, metabotype #2 (N = 28 (47%)) revealed balanced metabolic control, and metabotype #3 (N = 17; 28%) demonstrated severe adrenal suppression with low concentrations of androgen and 17OHP precursor steroids. Daily hydrocortisone doses and urinary concentrations of cortisol and cortisone metabolites did not differ between all three metabotypes. Metabotype #2 had highest daily dose of fludrocortisone (p = 0.006). Receiver operating characteristic curve analysis showed that 11-ketopregnanetriol (area under the curve [AUC] 0.967) and pregnanetriol (AUC 0.936) were most suitable of separating metabotype #1 from #2. For separation between metabotypes #2 vs. #3, the 11-oxygenated androgen metabolite 11-hydroxyandrosterone (AUC 0.983) and the ratio of 11-hydroxyandrosterone to tetrahydrocortisone (AUC 0.970) were most suitable. In conclusion, GC-MS-based urinary steroid metabotyping is a new method to help monitor the treatment of infants with CAH. This method allows classification of under-, over- and adequately treated young children.
对患有经典先天性肾上腺皮质增生症 (CAH) 的婴儿进行治疗的生化监测尚未明确。本研究的目的是对经典失盐型 CAH 婴儿的治疗进行监测,对尿甾体代谢组进行聚类分析。我们通过靶向气相色谱-质谱法(GC-MS)分析了 60 名≤4 岁(29 名女性)因 21-羟化酶缺乏而患有经典 CAH 的幼儿的尿样。使用无监督的 k-均值聚类算法,根据患者的代谢模式(代谢类型)将患者分为不同的组。可以发现三种代谢类型。代谢类型 #1(N=15(25%))显示雄激素和 17-羟孕酮(17OHP)前体类固醇浓度高,代谢类型 #2(N=28(47%))显示代谢控制平衡,代谢类型 #3(N=17;28%)显示严重的肾上腺抑制,雄激素和 17OHP 前体类固醇浓度低。三种代谢类型的每日氢化可的松剂量和尿皮质醇和皮质酮代谢物浓度均无差异。代谢类型 #2 的氟氢可的松日剂量最高(p=0.006)。接受者操作特征曲线分析显示,11-酮孕三醇(曲线下面积 [AUC] 0.967)和孕三醇(AUC 0.936)最适合将代谢类型 #1 与 #2 区分开来。为了将代谢类型 #2 与 #3 区分开来,11-氧代雄激素代谢物 11-羟基雄甾酮(AUC 0.983)和 11-羟基雄甾酮与四氢皮质酮的比值(AUC 0.970)最适合。总之,基于 GC-MS 的尿甾体代谢组学是一种帮助监测 CAH 婴儿治疗的新方法。该方法允许对治疗不足、过度和充分的幼儿进行分类。