# The impact of excess weight and body fat on clinical outcomes of immune checkpoint inhibitors according to gender

**Authors:** Marta García-Goñi, María Olmedo, Adriana García-Goñi, Francisco Guillén-Grima, Juan C. Galofré, Miguel Fernández de Sanmamed

PMC · DOI: 10.1007/s40618-025-02722-1 · Journal of Endocrinological Investigation · 2025-10-27

## TL;DR

This study finds that body fat percentage, but not BMI, may affect treatment response in men receiving immune checkpoint inhibitors for cancer, but not in women.

## Contribution

The study identifies gender-specific differences in the relationship between body composition and immune checkpoint inhibitor outcomes.

## Key findings

- BMI was not associated with clinical outcomes or survival in patients treated with immune checkpoint inhibitors.
- Men with normal body fat percentage had better treatment response compared to those with excess body fat.
- The association between body fat and treatment response was not observed in women.

## Abstract

The impact of body-mass index (BMI) on immune checkpoint inhibitor efficacy and toxicity has not been clearly characterized. We analyzed the association between BMI, and body fat (%BF), with the efficacy and toxicity of ICIs across three solid tumors in a real-life setting.

Melanoma, lung and urothelial cancer patients treated with ICIs at our institution were included. BMI (kg/m2) and %BF (CUN-BAE) were calculated retrospectively. We studied the association between BMI/%BF and objetive-response-rate (ORR), progression-free survival (PFS), overall survival (OS) and immune-related adverse events (irAEs).

Among the 356 patients included, 177 (49.7%) had a BMI ≥ 25 kg/m2. Mean BMI was 25.3 ± 4.2 kg/m2, and %BF 30.5 ± 6.3%. ORR was achieved in 155 patients (46.8%). Median PFS and OS was 4 and 11 months, respectively. There were no differences in ORR across BMI categories. In contrast, normal %BF was associated with better ORR in men (81.8% vs. 41.7%, p = 0.024), but not in women (p = 0.074). Additionally, no association was observed between BMI/%BF and irAEs (p = 0.762). Notably, those developing any-grade irAEs showed better ORR (p < 0.001), PFS (HR 1.6, p < 0.001) and OS (HR 1.7, p < 0.001), even adjusting by BMI/%BF, age, gender, primary tumor or ICI regimen.

Our results suggest that in patients with advanced cancers treated with ICIs, BMI was not correlated with clinical outcomes or survival. However, men with normal %BF showed better ORR compared to men with excess-%BF, but this pattern was not observed in women. These findings support to consider gender and body composition as stratification factors in trials.

## Linked entities

- **Diseases:** melanoma (MONDO:0005105), lung cancer (MONDO:0005138)

## Full-text entities

- **Genes:** CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}, CD274 (CD274 molecule) [NCBI Gene 574058] {aka PDL1}, ALB (albumin) [NCBI Gene 213] {aka FDAHT, HSA, PRO0883, PRO0903, PRO1341}, CD274 (CD274 molecule) [NCBI Gene 29126] {aka ADMIO5, B7-H, B7H1, PD-L1, PDCD1L1, PDCD1LG1}, CTNNB1 (catenin beta 1) [NCBI Gene 1499] {aka CTNNB, EVR7, MRD19, NEDSDV, armadillo}, STK11 (serine/threonine kinase 11) [NCBI Gene 6794] {aka LKB1, PJS, hLKB1}
- **Diseases:** Melanoma (MESH:D008545), Lung cancer (MESH:D008175), cancer (MESH:D009369), myocarditis (MESH:D009205), toxicity (MESH:D064420), visceral adiposity (MESH:D007418), hypophysitis (MESH:D000072659), advanced (MESH:D020178), obese (MESH:D009765), dermatitis (MESH:D003872), hyperthyroidism (MESH:D006980), solid (MESH:D018250), colitis (MESH:D003092), sarcopenia (MESH:D055948), Thyroid dysfunction (MESH:D013959), non-small cell lung cancer (MESH:D002289), underweight (MESH:D013851), PD (MESH:D018450), arthritis (MESH:D001168), adiposity (MESH:D018205), renal carcinoma (MESH:D002292), adrenal insufficiency (MESH:D000309), cystitis (MESH:D003556), pneumonitis (MESH:D011014), polyneuropathy (MESH:D011115), chronic inflammation (MESH:D007249), interstitial nephritis (MESH:D009395), chronic (MESH:D002908), metastases (MESH:D009362), BC (MESH:C564221), diabetic ketoacidosis (MESH:D016883), pancreatitis (MESH:D010195), death (MESH:D003643), irAEs (MESH:D002318), overweight (MESH:D050177), PR (MESH:D004828), Excess weight (MESH:D015431), Hypothyroidism (MESH:D007037), hepatitis (MESH:D056486)
- **Chemicals:** antiPD-(L)1 agents (-), Pembrolizumab (MESH:C582435), lipid (MESH:D008055), Nivolumab (MESH:D000077594), glucose (MESH:D005947), Atezolizumab (MESH:C000594389), testosterone (MESH:D013739), steroids (MESH:D013256)
- **Species:** Homo sapiens (human, species) [taxon 9606]
- **Mutations:** G12C

## Full text

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## Figures

2 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12847192/full.md

## References

7 references — full list in the complete paper: https://tomesphere.com/paper/PMC12847192/full.md

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Source: https://tomesphere.com/paper/PMC12847192