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低fT3/fT4比值作为帕博利珠单抗治疗的晚期非小细胞肺癌患者肌肉消耗的替代指标。

Low fT3/fT4 ratio as a proxy for muscle wasting in patients with advanced non-small cell lung cancer treated with pembrolizumab.

作者信息

Eccher Serena, Sposito Marco, Trestini Ilaria, Scaglione Ilaria Mariangela, Pasqualin Luca, Tregnago Daniela, Avancini Alice, Insolda Jessica, Confortini Linda, Dodi Alessandra, Stefani Alessio, Cintoni Marco, Sperduti Isabella, Mele Maria Cristina, Loupakis Fotios, Tiseo Marcello, Bria Emilio, Milella Michele, Pilotto Sara, Belluomini Lorenzo

机构信息

Section of Oncology, Department of Engineering for Innovation Medicine (DIMI), University of Verona School of Medicine and Verona University Hospital Trust, Verona, Italy.

Dietetic Service, University and Hospital Trust (AOUI) of Verona, Verona, Italy.

出版信息

Front Oncol. 2025 Aug 27;15:1635321. doi: 10.3389/fonc.2025.1635321. eCollection 2025.

Abstract

BACKGROUND

Loss of skeletal muscle mass may serve as a valuable indicator of treatment efficacy and survival in individuals with lung cancer undergoing immunotherapy. This investigation sought to pinpoint accessible markers that could reflect the presence of muscle degradation.

METHODS

A retrospective study was conducted on patients with advanced non-small cell lung cancer (NSCLC) who received first-line pembrolizumab therapy from June 2018 to September 2021. Data collected included computed tomography (CT)-based body composition, clinical and radiological characteristics, along with thyroid function tests (free triiodothyronine [fT3] and free thyroxine [fT4]). Predictive factors were evaluated using multivariate logistic regression models.

RESULTS

Among 31 patients, muscle wasting was observed in 58.1%. Performance Status (PS) emerged as a strong predictor (p=0.005), and a significant link was also found between muscle depletion and fT3/fT4 ratio (p=0.0296). After adjusting for PS, the association with the hormone ratio remained suggestive though not statistically definitive (p=0.091). ROC curve analysis identified a threshold value of 2.84 for fT3/fT4 ratio, which best differentiated patients at higher versus lower risk of muscle loss. Notably, 77.3% of individuals with muscle wasting had a ratio below this cut-off, compared to only 14.3% of those with higher ratios (p=0.006). While no significant correlation was found between the hormone ratio and progression-free survival (PFS), a meaningful association with overall survival (OS) was observed (p=0.032).

CONCLUSIONS

Despite the limited sample size, fT3/fT4 ratio appears to be a promising and accessible biomarker for identifying muscle wasting, which may be linked to diminished treatment response and shorter survival in patients with NSCLC.

摘要

背景

骨骼肌质量的丧失可能是接受免疫治疗的肺癌患者治疗效果和生存情况的重要指标。本研究旨在找出能够反映肌肉降解情况的可获取标志物。

方法

对2018年6月至2021年9月接受一线帕博利珠单抗治疗的晚期非小细胞肺癌(NSCLC)患者进行回顾性研究。收集的数据包括基于计算机断层扫描(CT)的身体成分、临床和放射学特征,以及甲状腺功能测试(游离三碘甲状腺原氨酸[fT3]和游离甲状腺素[fT4])。使用多因素逻辑回归模型评估预测因素。

结果

31例患者中,58.1%出现肌肉萎缩。体能状态(PS)是一个强有力的预测指标(p = 0.005),同时还发现肌肉消耗与fT3/fT4比值之间存在显著关联(p = 0.0296)。在对PS进行校正后,与激素比值的关联虽仍有提示意义但无统计学确定性(p = 0.

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7d1e/12421168/0ca9b158a4cd/fonc-15-1635321-g001.jpg

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