预测甲状腺相关眼病患者糖皮质激素反应的新型提名图:一项试点研究的发现。

IF 3.7 3区 医学 Q2 Medicine Endocrine Pub Date : 2024-11-01 Epub Date: 2024-07-05 DOI:10.1007/s12020-024-03943-9
Junxin Ma, Zhenhua Leng, Daocheng Zuo, Xinyue Zhang, Chuanlin Zhang, Huanhuan Chen, Hu Liu
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引用次数: 0

摘要

目的:旨在利用临床和眼部特异性指标创建一个提名图,以预测活动性中重度甲状腺相关眼病(TAO)患者静脉注射糖皮质激素(IVGC)治疗的疗效:这项研究的对象是42名接受全身IVGC治疗的中重度TAO患者的84只眼睛,以及21名对照组患者的42只眼睛。数据收集时间为 2020 年 6 月至 2021 年 12 月。采用最小绝对收缩和选择算子(LASSO)方法确定对IVGC疗法 "无反应 "的预测因素。然后使用逻辑回归对这些因素进行分析,以创建一个提名图。使用 Bootstrap 重采样法进行接收器操作特征曲线(ROC)分析,迭代 1000 次,对模型的判别能力进行稳健评估:LASSO分析确定了六个系数不为零的重要因素,包括Schirmer I测试值、睑板腺(MG)直径、睑板腺长度、病程、径向毛细血管周围毛细血管(RPC)的整个毛细血管密度(VD)和视网膜浅层毛细血管丛(SRCP)的整个黄斑VD。随后的逻辑回归模型强调了MG长度、SRCP的整个黄斑VD和病程是IVGC治疗反应的独立预测因素。所构建的提名图的曲线下面积(AUC)为 0.82(95% CI:0.73-0.91),证实了该模型在区分有反应和无反应的 TAO 患者方面具有一致而可靠的能力:结论:我们的提名图结合MG长度(5.5个月),能可靠地预测活跃的中重度TAO患者IVGC治疗的较低疗效。
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A novel nomogram to predict glucocorticoid response in thyroid-associated ophthalmopathy: findings from a pilot study.

Purpose: Aimed to create a nomogram using clinical and eye-specific metrics to predict the efficacy of intravenous glucocorticoid (IVGC) therapy in patients with active and moderate-to-severe Thyroid-Associated Ophthalmopathy (TAO).

Methods: This study was conducted on 84 eyes from 42 moderate-to-severe TAO patients who received systemic IVGC therapy, and 42 eyes from 21 controls. Data were collected retrospectively from June 2020 to December 2021. The least absolute shrinkage and selection operator (LASSO) method was used to identify predictive factors for "unresponsiveness" to IVGC therapy. These factors were then analyzed using logistic regression to create a nomogram. The model's discriminative ability was robustly assessed using a Bootstrap resampling method with 1000 iterations for receiver operating characteristic (ROC) curve analysis.

Results: The LASSO analysis identified six factors with non-zero coefficients as significant, including Schirmer I test values, Meibomian gland (MG) diameter, MG length, disease duration, whole capillary vessel density (VD) in the radial peripapillary capillary (RPC), and whole macular VD for the superficial retinal capillary plexus (SRCP). The subsequent logistic regression model highlighted MG length, whole macular VD for SRCP, and disease duration as independent predictors of IVGC therapy response. The constructed nomogram demonstrated an area under the curve (AUC) of 0.82 (95% CI: 0.73-0.91), affirming the model's consistent and reliable ability to distinguish between responsive and non-responsive TAO patients.

Conclusion: Our nomogram, combining MG length (<4.875 mm), SRCP VD (<50.25%), and disease duration (>5.5 months), reliably predicts lower IVGC therapy effectiveness in active, moderate-to-severe TAO patients.

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来源期刊
Endocrine
Endocrine 医学-内分泌学与代谢
CiteScore
6.40
自引率
5.40%
发文量
0
期刊介绍: Well-established as a major journal in today’s rapidly advancing experimental and clinical research areas, Endocrine publishes original articles devoted to basic (including molecular, cellular and physiological studies), translational and clinical research in all the different fields of endocrinology and metabolism. Articles will be accepted based on peer-reviews, priority, and editorial decision. Invited reviews, mini-reviews and viewpoints on relevant pathophysiological and clinical topics, as well as Editorials on articles appearing in the Journal, are published. Unsolicited Editorials will be evaluated by the editorial team. Outcomes of scientific meetings, as well as guidelines and position statements, may be submitted. The Journal also considers special feature articles in the field of endocrine genetics and epigenetics, as well as articles devoted to novel methods and techniques in endocrinology. Endocrine covers controversial, clinical endocrine issues. Meta-analyses on endocrine and metabolic topics are also accepted. Descriptions of single clinical cases and/or small patients studies are not published unless of exceptional interest. However, reports of novel imaging studies and endocrine side effects in single patients may be considered. Research letters and letters to the editor related or unrelated to recently published articles can be submitted. Endocrine covers leading topics in endocrinology such as neuroendocrinology, pituitary and hypothalamic peptides, thyroid physiological and clinical aspects, bone and mineral metabolism and osteoporosis, obesity, lipid and energy metabolism and food intake control, insulin, Type 1 and Type 2 diabetes, hormones of male and female reproduction, adrenal diseases pediatric and geriatric endocrinology, endocrine hypertension and endocrine oncology.
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