Multivariate Trajectories of Weight and Mental Health and Their Prognostic Significance 6 Years After Obesity Surgery.

IF 4.3 2区 医学 Q1 NUTRITION & DIETETICS
Anja Hilbert, Annika Strömer, Christian Staerk, Ben Schreglmann, Thomas Mansfeld, Johannes Sander, Florian Seyfried, Stefan Kaiser, Christine Stroh, Arne Dietrich, Ricarda Schmidt, Andreas Mayr
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Abstract

Objective: Obesity surgery (OS) results in substantial, albeit heterogeneous, long-term improvements in weight and mental health, with unclear trajectories and their associations. This study examined multivariate trajectories of weight, psychopathology, and health-related quality of life (HRQOL) after OS, and their prospective association with long-term health outcomes.

Method: In the prospective multicenter Psychosocial Registry of Obesity Surgery, N = 856 patients were classified into multivariate trajectory classes using latent class linear mixed models, based on assessments of weight, depression, eating disorder psychopathology, and HRQOL at baseline and annually 1-5 years following OS. The prognostic significance of trajectory classes for 6-year follow-up was examined. Multivariate trajectory modeling was compared with univariate weight trajectory modeling for concordance and prognostic significance.

Results: We identified three trajectory classes of low (I, 2.8%), medium (II, 89.1%), and high (III, 8.1%) sustainability 1-5 years after OS, indicating high (I) or gradual deterioration (II) or further improvement (III) after initial improvement of indicators. The low sustainability class (I) reached nadir improvements earliest. Consistently, trajectory classes were prospectively associated with differential clinically significant improvement in weight and mental health at the 6-year follow-up. Multivariate trajectory modeling was discordant with univariate weight trajectory modeling and showed greater predictive value for health outcomes at the 6-year follow-up.

Discussion: Patients who achieve nadir improvements in weight and mental health early may require clinical attention to prevent long-term relapse. Monitoring changes in the first years after OS appears essential to identify patients in need of additional intervention, ideally using indicators beyond weight, such as mental health.

肥胖手术后6年体重与心理健康的多变量轨迹及其预后意义
目的:肥胖手术(OS)在体重和心理健康方面取得了实质性的、尽管是异质性的长期改善,但其轨迹及其相关性尚不清楚。本研究考察了OS后体重、精神病理和健康相关生活质量(HRQOL)的多变量轨迹,以及它们与长期健康结果的前瞻性关联。方法:在前瞻性多中心肥胖外科心理社会登记中,N = 856例患者根据基线和OS后每年1-5年的体重、抑郁、饮食失调精神病理和HRQOL评估,使用潜在类别线性混合模型将其分为多变量轨迹类别。观察6年随访中轨迹分类的预后意义。将多变量轨迹模型与单变量权重轨迹模型进行一致性和预后意义的比较。结果:我们确定了OS后1-5年可持续性低(I, 2.8%)、中(II, 89.1%)和高(III, 8.1%)三个轨迹等级,表明指标初步改善后的高(I)或逐渐恶化(II)或进一步改善(III)。低可持续性等级(I)的改善最早达到最低点。一贯地,在6年随访中,轨迹分类与体重和心理健康的临床显著差异改善有前瞻性关联。多变量轨迹模型与单变量体重轨迹模型不一致,对6年随访的健康结果显示更大的预测价值。讨论:早期在体重和心理健康方面达到最低改善的患者可能需要临床关注,以防止长期复发。监测手术后头几年的变化对于确定需要额外干预的患者至关重要,最好使用体重以外的指标,如心理健康。
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来源期刊
CiteScore
10.00
自引率
12.70%
发文量
204
审稿时长
4-8 weeks
期刊介绍: Articles featured in the journal describe state-of-the-art scientific research on theory, methodology, etiology, clinical practice, and policy related to eating disorders, as well as contributions that facilitate scholarly critique and discussion of science and practice in the field. Theoretical and empirical work on obesity or healthy eating falls within the journal’s scope inasmuch as it facilitates the advancement of efforts to describe and understand, prevent, or treat eating disorders. IJED welcomes submissions from all regions of the world and representing all levels of inquiry (including basic science, clinical trials, implementation research, and dissemination studies), and across a full range of scientific methods, disciplines, and approaches.
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