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德国慢性背痛患者中通过MRI评估的肌间脂肪组织和瘦肌肉量:一项回顾性观察研究。

Intermuscular adipose tissue and lean muscle mass assessed with MRI in people with chronic back pain in Germany: a retrospective observational study.

作者信息

Ziegelmayer Sebastian, Häntze Hartmut, Mertens Christian, Busch Felix, Lemke Tristan, Kather Jakob Nikolas, Truhn Daniel, Kim Su Hwan, Wiestler Benedikt, Graf Markus, Kader Avan, Bamberg Fabian, Schlett Christopher L, Weiss Jakob B, Schulz-Menger Jeanette, Ringhof Steffen, Can Elif, Pischon Tobias, Niendorf Thoralf, Lammert Jacqueline, Schulze Matthias, Keil Thomas, Peters Annette, Hadamitzky Martin, Makowski Marcus R, Adams Lisa, Bressem Keno

机构信息

Department of Diagnostic and Interventional Radiology, Technical University of Munich, School of Medicine and Health, Klinikum Rechts der Isar, TUM University Hospital, Ismaninger Str. 22, 81675, Munich, Germany.

Department of Radiology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Charitéplatz 1, 10117, Berlin, Germany.

出版信息

Lancet Reg Health Eur. 2025 May 14;54:101323. doi: 10.1016/j.lanepe.2025.101323. eCollection 2025 Jul.

Abstract

BACKGROUND

Chronic back pain (CBP) affects over 80 million people in Europe, contributing to substantial healthcare costs and disability. Understanding modifiable risk factors, such as muscle composition, may aid in prevention and treatment. This study investigates the association between lean muscle mass (LMM) and intermuscular adipose tissue (InterMAT) with CBP using noninvasive whole-body magnetic resonance imaging (MRI).

METHODS

This cross-sectional analysis used whole-body MRI data from 30,868 participants in the German National Cohort (NAKO), collected between 1 May 2014 and 1 September 2019. CBP was defined as back pain persisting >3 months. LMM and InterMAT were quantified via MRI-based muscle segmentations using a validated deep learning model. Associations were analyzed using mixed logistic regression, adjusting for age, sex, diabetes, dyslipidemia, osteoporosis, osteoarthritis, physical activity, and study site.

FINDINGS

Among 27,518 participants (n = 12,193/44.3% female, n = 14,605/55.7% male; median age 49 years IQR 41; 57), 21.8% (n = 6003; n = 2999/50.0% female, n = 3004/50% male; median age 53 years IQR 46; 60) reported CBP, compared to 78.2% (n = 21,515; n = 9194/42.7% female, n = 12,321/57.3% male; median age 48 years IQR 39; 56) who did not. CBP prevalence was highest in those with low (<500 MET min/week) or high (>5000 MET min/week) self-reported physical activity levels (24.6% (n = 10,892) and 22.0% (n = 3800), respectively) compared to moderate (500-5000 MET min/week) levels (19.4% (n = 12,826); p < 0.0001). Adjusted analyses revealed that a higher InterMAT (OR 1.22 per 2-unit Z-score; 95% CI 1.13-1.30; p < 0.0001) was associated with an increased likelihood of chronic back pain (CBP), whereas higher lean muscle mass (LMM) (OR 0.87 per 2-unit Z-score; 95% CI 0.79-0.95; p = 0.003) was associated with a reduced likelihood of CBP. Stratified analyses confirmed these associations persisted in individuals with osteoarthritis (OA-CBP LMM: 22.9 cm/kg/m; InterMAT: 7.53% vs OA-No CBP LMM: 24.3 cm/kg/m; InterMAT: 6.96% both p < 0.0001) and osteoporosis (OP-CBP LMM: 20.9 cm/kg/m; InterMAT: 8.43% vs OP-No CBP LMM: 21.3 cm/kg/m; InterMAT: 7.9% p = 0.16 and p = 0.0019). Higher pain intensity (Pain Intensity Numerical Rating Scale ≥4) correlated with lower LMM (2-unit Z-score deviation = OR, 0.63; 95% CI, 0.57-0.70; p < 0.0001) and higher InterMAT (2-unit Z-score deviation = OR, 1.22; 95% CI, 1.13-1.30; p < 0.0001), independent of physical activity, osteoporosis and osteoarthritis.

INTERPRETATION

This large, population-based study highlights the associations of InterMAT and LMM with CBP. Given the limitations of the cross-sectional design, our findings can be seen as an impetus for further causal investigations within a broader, multidisciplinary framework to guide future research toward improved prevention and treatment.

FUNDING

The NAKO is funded by the Federal Ministry of Education and Research (BMBF) [project funding reference numbers: 01ER1301A/B/C, 01ER1511D, 01ER1801A/B/C/D and 01ER2301A/B/C], federal states of Germany and the Helmholtz Association, the participating universities and the institutes of the Leibniz Association.

摘要

背景

慢性背痛(CBP)影响着欧洲超过8000万人,导致了大量的医疗费用和残疾问题。了解可改变的风险因素,如肌肉组成,可能有助于预防和治疗。本研究使用非侵入性全身磁共振成像(MRI)调查瘦肌肉质量(LMM)和肌间脂肪组织(InterMAT)与CBP之间的关联。

方法

这项横断面分析使用了德国国民队列(NAKO)中30868名参与者的全身MRI数据,这些数据于2014年5月1日至2019年9月1日收集。CBP被定义为持续超过3个月的背痛。使用经过验证的深度学习模型通过基于MRI的肌肉分割对LMM和InterMAT进行量化。使用混合逻辑回归分析关联,并对年龄、性别、糖尿病、血脂异常、骨质疏松症、骨关节炎、身体活动和研究地点进行调整。

结果

在27518名参与者中(n = 12193/44.3%为女性,n = 14605/55.7%为男性;年龄中位数49岁,四分位间距41;57),21.8%(n = 6003;n = 2999/50.0%为女性,n = 3004/50%为男性;年龄中位数53岁,四分位间距46;60)报告有CBP,相比之下,未报告CBP的比例为78.2%(n = 21515;n = 9194/42.7%为女性,n = 12321/57.3%为男性;年龄中位数48岁,四分位间距39;56)。自我报告身体活动水平低(<500 MET分钟/周)或高(>5000 MET分钟/周)的人群中CBP患病率最高(分别为24.6%(n = 10892)和22.0%(n = 3800)),而中等水平(500 - 5000 MET分钟/周)的患病率为19.4%(n = 12826);p < 0.0001)。调整分析显示,较高的InterMAT(每2单位Z评分的OR为1.22;95% CI 1.13 - 1.30;p < 0.0001)与慢性背痛(CBP)可能性增加相关,而较高的瘦肌肉质量(LMM)(每2单位Z评分的OR为0.87;95% CI 0.79 - 0.95;p = 0.003)与CBP可能性降低相关。分层分析证实,这些关联在骨关节炎患者(OA - CBP LMM:22.9 cm/kg/m;InterMAT:7.53% vs OA - 无CBP LMM:24.3 cm/kg/m;InterMAT:6.96%,两者p < 0.0001)和骨质疏松症患者(OP - CBP LMM:20.9 cm/kg/m;InterMAT:8.43% vs OP - 无CBP LMM:

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e75c/12141060/e2eaff20c48f/gr1.jpg

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