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BRIEF RESEARCH REPORT article

Front. Oncol.

Sec. Cancer Epidemiology and Prevention

Volume 15 - 2025 | doi: 10.3389/fonc.2025.1635321

This article is part of the Research TopicIntegrating Nutrition in Cancer Therapy: Approaches to Improve Patient Outcomes and SurvivalView all articles

Low fT3/fT4 Ratio as a Proxy for Muscle Wasting in Patients with Advanced Non-Small Cell Lung Cancer Treated with Pembrolizumab

Provisionally accepted
Serena  EccherSerena Eccher1Marco  SpositoMarco Sposito1Ilaria  TrestiniIlaria Trestini1Ilaria  Mariangela ScaglioneIlaria Mariangela Scaglione1Luca  PasqualinLuca Pasqualin1Daniela  TregnagoDaniela Tregnago1Alice  AvanciniAlice Avancini1Jessica  InsoldaJessica Insolda1Linda  ConfortiniLinda Confortini1Alessandra  DodiAlessandra Dodi2Alessio  StefaniAlessio Stefani3Marco  CintoniMarco Cintoni4Isabella  SperdutiIsabella Sperduti5Maria  Cristina MeleMaria Cristina Mele4Fotios  LoupakisFotios Loupakis6Marcello  TiseoMarcello Tiseo7Emilio  BriaEmilio Bria3,8Michele  MilellaMichele Milella1Sara  PilottoSara Pilotto1*Lorenzo  BelluominiLorenzo Belluomini1
  • 1University of Verona, Verona, Italy
  • 2Azienda Ospedaliero-Universitaria di Parma, Parma, Italy
  • 3Fondazione Policlinico Universitario A. Gemelli - IRCCS, Rome, Italy
  • 4Policlinico Universitario Agostino Gemelli UOC Nutrizione Clinica, Rome, Italy
  • 5IRCCS Istituto Nazionale Tumori Regina Elena, Rome, Italy
  • 63trees Healthcare, Viterbo, Italy
  • 7Universita degli Studi di Parma, Parma, Italy
  • 8Ospedale Fatebenefratelli Isola Tiberina - Gemelli Isola, Rome, Italy

The final, formatted version of the article will be published soon.

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.: 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%. 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.

Keywords: Non-small cell lung cancer (NSCLC), muscle wasting, Immune checkpoint inhibitors (ICIs), Thyroid Hormones, Sarcopenia, Body Composition

Received: 26 May 2025; Accepted: 28 Jul 2025.

Copyright: © 2025 Eccher, Sposito, Trestini, Scaglione, Pasqualin, Tregnago, Avancini, Insolda, Confortini, Dodi, Stefani, Cintoni, Sperduti, Mele, Loupakis, Tiseo, Bria, Milella, Pilotto and Belluomini. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Sara Pilotto, University of Verona, Verona, Italy

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