利用主成分分析法区分特发性中枢性性早熟和过早性早熟

IF 5.1 2区 医学 Q1 ENDOCRINOLOGY & METABOLISM
Amanda Cleemann Wang, Casper P Hagen, Trine Holm Johannsen, Andre Greger Madsen, Line Hartvig Cleemann, Peter Christiansen, Katharina M Main, Anders Juul, Rikke Beck Jensen
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引用次数: 0

摘要

背景:非进行性性早熟(PT)是青春期早期的一种自限性变异,而特发性中枢性性早熟(ICPP)是一种导致第二性征进行性发育的疾病,通常需要治疗。对这些疾病进行诊断鉴别非常重要,但也很有难度,因为它们最初在临床上往往都表现为孤立的乳房发育:描述一大批因青春期提前而转诊的女孩的相关临床变量,并评估临床和生化指标,以区分 ICPP 和 PT 女孩:这项回顾性研究纳入了 2009 年至 2019 年期间转诊至一家三级医疗中心的 1361 名有青春期提前症状的女孩。我们评估了临床表现、病史、生长速度、骨龄、激素血清浓度和促性腺激素释放激素(GnRH)检测结果:结果:11%的女孩(ICPP:143人,器质性CPP:11人)被诊断为中枢性性早熟,而8%的女孩(91人)表现为PT。接收操作特征(ROC)分析表明,一些生化指标和人体测量指标是区分 ICPP 和 PT 的潜在参数;然而,这些指标都不足以单独区分 ICPP 和 PT。主成分分析(PCA)得出的临床和激素特征可以预测ICPP女孩和PT女孩,特异性为90%,灵敏度为84%,优于任何单一指标:结论:单个临床和生化指标可帮助区分 ICPP 和 PT 女孩。然而,通过 PCA 对临床和激素特征进行维度缩减可提高诊断价值,这在未来可作为评估青春期发育障碍的 GnRH 试验的补充,为诊断过程提供支持。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Differentiation of Idiopathic Central Precocious Puberty From Premature Thelarche Using Principal Component Analysis.

Context: Nonprogressive premature thelarche (PT) is a self-limiting variant of early puberty, while idiopathic central precocious puberty (ICPP) is a disorder that causes progressive development of secondary sexual characteristics and often requires treatment. The diagnostic differentiation between these conditions is important but can be challenging since they often both initially present clinically with isolated breast development.

Objective: To describe relevant clinical variables in a large cohort of girls referred for early puberty, and to evaluate clinical and biochemical parameters to distinguish between girls with ICPP and PT.

Methods: This retrospective study included 1361 girls referred with signs of early puberty to a single, tertiary center from 2009 to 2019. We evaluated clinical presentation, medical history, growth velocity, bone age, hormonal serum concentrations, and gonadotropin-releasing hormone (GnRH) test results.

Results: Central precocious puberty was diagnosed in 11% (ICPP: n = 143, organic CPP: n = 11) girls, whereas 8% (n = 91 girls) presented with PT. Receiver operating characteristic (ROC) analysis showed several biochemical and anthropometric markers as potential parameters to differentiate between ICPP and PT; however, none were individually adequate. Principal component analysis (PCA)-derived clinical and hormone profiles could predict girls with ICPP from girls with PT with a specificity of 90% and sensitivity of 84%, outperforming any single marker.

Conclusion: Differentiation of girls with ICPP and PT can be supported by individual clinical and biochemical parameters. However, dimension reduction of clinical and hormonal profiles by PCA improved the diagnostic value, which in the future may support the diagnostic process as a supplement to the GnRH test in evaluation of pubertal disorders.

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来源期刊
Journal of Clinical Endocrinology & Metabolism
Journal of Clinical Endocrinology & Metabolism 医学-内分泌学与代谢
CiteScore
11.40
自引率
5.20%
发文量
673
审稿时长
1 months
期刊介绍: The Journal of Clinical Endocrinology & Metabolism is the world"s leading peer-reviewed journal for endocrine clinical research and cutting edge clinical practice reviews. Each issue provides the latest in-depth coverage of new developments enhancing our understanding, diagnosis and treatment of endocrine and metabolic disorders. Regular features of special interest to endocrine consultants include clinical trials, clinical reviews, clinical practice guidelines, case seminars, and controversies in clinical endocrinology, as well as original reports of the most important advances in patient-oriented endocrine and metabolic research. According to the latest Thomson Reuters Journal Citation Report, JCE&M articles were cited 64,185 times in 2008.
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