青春期改变了特发性脊柱侧弯症的自然病史:1563 名连续患者未来放射学曲线严重程度的三个预测模型

IF 2.6 3区 医学 Q2 CLINICAL NEUROLOGY
Stefano Negrini, Maryna Yaskina, Sabrina Donzelli, Alberto Negrini, Giulia Rebagliati, Claudio Cordani, Fabio Zaina, Eric C. Parent
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引用次数: 0

摘要

目的 了解特发性脊柱侧弯症(IS)生长期的自然史对于患者和医生共同做出决策至关重要。我们利用现有文献中最大的样本开发了一个回顾性模型,旨在研究使用三个围青春期生长期是否比使用一个独特的模型能提供更好的预测。分为三组:青春期发育高峰前(6-10 岁)、青春期发育高峰期(11-Risser 2)和青春期发育高峰期后(Risser 3)。可用的预测因子Cobb 角、曲线类型、性别、观察时间和 Risser 评分。我们使用线性混合效应模型来预测各组未来的 Cobb 角。我们在内部对每组 100 多名患者的预测准确性进行了验证(3 至 5 倍交叉验证)。结果我们纳入了 1563 名参与者(275 名前,316 名后,782 名女性和 190 名男性 AT)。随着时间的推移,大部分 AT 患者的曲线都在增加,重要的是 BEFORE 患者,但 AFTER 患者的曲线也在增加。所有模型的表现都优于一般模型。在前者中,74.2%的预测值在 ± 5o 以内,在后者中为 71.8%,在 AT 女性中为 68.2%,在男性中为 60.4%。所有模型中的预测因子(基线曲线、观察时间平方和立方以及 Risser 评分)相似,性别只对 AFTER 有影响。如果根据生长高峰期进行调整,模型的准确性会提高。我们的模型可以帮助患者和临床医生共同做出决定,识别病情恶化的风险,并为治疗计划提供依据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Puberty changes the natural history of idiopathic scoliosis: three prediction models for future radiographic curve severity from 1563 consecutive patients

Puberty changes the natural history of idiopathic scoliosis: three prediction models for future radiographic curve severity from 1563 consecutive patients

Purpose

Understanding idiopathic scoliosis (IS) natural history during growth is essential for shared decision-making between patients and physicians. We developed a retrospective model with the largest available sample in the literature and we aimed to investigate if using three peri-pubertal growth periods provides better prediction than a unique model.

Methods

Secondary analysis of a previous study on IS natural history data from radiographs before and at the first consult. Three groups: BEFORE (age 6–10), AT (age 11-Risser 2) and AFTER (from Risser 3) the pubertal growth spurt. Available predictors: Cobb angle, curve type, sex, observation time, and Risser score. We used linear mixed-effects models to predict future Cobb angles in each group. We internally validated prediction accuracy with over 100 patients per group (3 to 5-fold cross-validation).

Results

We included 1563 participants (275 BEFORE, 316 AFTER, 782 females and 190 males AT). Curves increased over time mostly in AT, importantly in BEFORE, but also in AFTER. All models performed better than the general one. In BEFORE, 74.2% of the predictions were within ± 5o, 71.8% in AFTER, 68.2% in AT females, and 60.4% in males. The predictors (baseline curve, observation time also squared and cubic, and Risser score) were similar in all the models, with sex influencing only AFTER.

Conclusion

IS curve severities increase differently during growth with puberty stages. Model accuracy increases when tailored by growth spurt periods. Our models may help patients and clinicians share decisions, identify the risk of progression and inform treatment planning.

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来源期刊
European Spine Journal
European Spine Journal 医学-临床神经学
CiteScore
4.80
自引率
10.70%
发文量
373
审稿时长
2-4 weeks
期刊介绍: "European Spine Journal" is a publication founded in response to the increasing trend toward specialization in spinal surgery and spinal pathology in general. The Journal is devoted to all spine related disciplines, including functional and surgical anatomy of the spine, biomechanics and pathophysiology, diagnostic procedures, and neurology, surgery and outcomes. The aim of "European Spine Journal" is to support the further development of highly innovative spine treatments including but not restricted to surgery and to provide an integrated and balanced view of diagnostic, research and treatment procedures as well as outcomes that will enhance effective collaboration among specialists worldwide. The “European Spine Journal” also participates in education by means of videos, interactive meetings and the endorsement of educative efforts. Official publication of EUROSPINE, The Spine Society of Europe
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