Kamrath Clemens, Hartmann Michaela F, Pons-Kühnemann Jörn, Wudy Stefan A
Division of Pediatric Endocrinology & Diabetology, Center of Child and Adolescent Medicine, Justus Liebig University, Giessen, Germany.
Medical Statistics, Institute of Medical Informatics, Justus Liebig University, Giessen, Germany.
Metabolism. 2020 Nov;112:154354. doi: 10.1016/j.metabol.2020.154354. Epub 2020 Sep 9.
Treatment of children with classic congenital adrenal hyperplasia (CAH) is a difficult balance between hypercortisolism and hyperandrogenism. Biochemical monitoring of treatment is not well defined.
Cluster analysis of the urinary steroid metabolome obtained by targeted gas chromatography-mass spectrometry (GC-MS) for treatment monitoring of children with CAH.
We evaluated 24-h urinary steroid metabolome analyses of 109 prepubertal children aged 7.0 ± 1.6 years with classic CAH due to 21-hydroxylase deficiency treated with hydrocortisone and fludrocortisone. 24-h urinary steroid metabolite excretions were transformed into CAH-specific z-scores. Subjects were divided into groups (metabotypes) by k-means clustering algorithm. Urinary steroid metabolome and clinical data of patients of each metabotype were analyzed.
Four unique metabotypes were generated. Metabotype 1 (N = 21 (19%)) revealed adequate metabolic control with low cortisol metabolites (mean: -0.57z) and suppressed androgen and 17α-hydroxyprogesterone (17OHP) metabolites (-0.79z). Metabotype 2 (N = 23 (21%)) showed overtreatment consisting of a constellation of elevated urinary cortisol metabolites (0.62z) and low metabolites of androgens and 17OHP (-0.75z). Metabotype 3 (N = 32 (29%)) demonstrated undertreated patients with low cortisol metabolites (-0.69z) and elevated metabolites of androgens and 17OHP (0.50z). Metabotype 4 (N = 33 (30%)) presented patients with treatment failure reflected by unsuppressed androgen- and 17OHP metabolites (0.71z) despite elevated urinary cortisol metabolites (0.39z).
Metabotyping, which means grouping metabolically similar individuals, helps to monitor treatment of children with CAH using GC-MS urinary steroid metabolome analysis. This method allows classification in adequately-, over-, or undertreated children as well as identification of patients with treatment failure.
经典型先天性肾上腺皮质增生症(CAH)患儿的治疗是皮质醇增多症和雄激素过多症之间的艰难平衡。治疗的生化监测尚无明确定义。
通过靶向气相色谱 - 质谱联用(GC - MS)对CAH患儿尿液类固醇代谢组进行聚类分析以监测治疗情况。
我们评估了109名7.0±1.6岁青春期前因21 - 羟化酶缺乏导致经典型CAH并接受氢化可的松和氟氢可的松治疗的患儿的24小时尿液类固醇代谢组分析。将24小时尿液类固醇代谢产物排泄量转化为CAH特异性z分数。通过k均值聚类算法将受试者分为不同组(代谢型)。分析各代谢型患者的尿液类固醇代谢组和临床数据。
产生了四种独特的代谢型。代谢型1(N = 21(19%))显示代谢控制良好,皮质醇代谢产物水平低(平均值:-0.57z),雄激素和17α - 羟孕酮(17OHP)代谢产物受到抑制(-0.79z)。代谢型2(N = 23(21%))表现为过度治疗,表现为一系列尿液皮质醇代谢产物升高(0.62z)以及雄激素和17OHP代谢产物水平低(-0.75z)。代谢型3(N = 32(29%))表明患者治疗不足,皮质醇代谢产物水平低(-0.69z),雄激素和17OHP代谢产物升高(0.50z)。代谢型4(N = 33(30%))呈现出治疗失败的患者,尽管尿液皮质醇代谢产物升高(0.39z),但雄激素和17OHP代谢产物未受抑制(0.71z)。
代谢分型,即将代谢相似的个体分组,有助于通过GC - MS尿液类固醇代谢组分析监测CAH患儿的治疗情况。该方法可对治疗充分、过度或不足的儿童进行分类,并识别治疗失败的患者。