# Prediction of Chemotherapy Toxicity After Four Cycles of R‐CHOP Treatment for Diffuse Large B‐Cell Lymphoma: Effective Imaging Biomarkers of Body Composition

**Authors:** Yueming An, Liping Zuo, Zhenzhen Jiao, Yuqing Tang, Zhanyu Zhou, Zimeng Yang, Yun Liu, Weiwei Lv, Dexin Yu

PMC · DOI: 10.1002/cam4.71626 · Cancer Medicine · 2026-02-25

## TL;DR

This study shows that lower skeletal muscle volume and density in DLBCL patients predict severe chemotherapy toxicity, especially in overweight individuals.

## Contribution

The study identifies baseline skeletal muscle volume as a novel, non-invasive imaging biomarker for predicting chemotherapy toxicity in DLBCL patients.

## Key findings

- Lower baseline skeletal muscle volume and density significantly increase the risk of grade 3/4 toxicity.
- A SM volume cutoff of 2093.71 cm³ predicts toxicity with high accuracy.
- Reductions in SM volume during treatment correlate with higher hematological toxicity and neutropenic fever risks.

## Abstract

Previous studies have indicated that diffuse large B‐cell lymphoma (DLBCL) patients with a low baseline skeletal muscle (SM) area are more susceptible to severe toxicity during chemotherapy. However, the predictive role of baseline body composition in determining toxicity risk during the initial frontline treatment remains unexplored. This study aims to identify reliable, non‐invasive biomarkers and validate findings using follow‐up CT scans after four cycles of chemotherapy.

We retrospectively included DLBCL patients who received four cycles of R‐CHOP treatment between January 2015 and January 2024, with pre‐treatment abdominal CT scans. We measured the volume, area, and density of SM, visceral adipose tissue (VAT), and subcutaneous adipose tissue (SAT) to assess their predictive potential for chemotherapy toxicity. Subgroup analyses examined longitudinal changes in body composition, and a logistic regression model identified effective imaging biomarkers associated with grade 3/4 toxicity.

Among the 179 DLBCL patients (mean age 56.96 ± 13.49 years), 46.9% experienced grade 3/4 toxicity. Lower baseline SM volume and density significantly increased the risk of toxicity, particularly in overweight or obese patients (p < 0.05). ROC analysis identified SM volume as the best predictor, with a cutoff of 2093.71 cm3; patients below this threshold had a 3.34 times higher risk (p = 0.001). A decrease in SM volume was associated with higher risks of hematological toxicity (p = 0.022) and neutropenic fever (p = 0.021).

Lower baseline SM volume and its reductions during treatment are associated with an increased risk of grade 3/4 toxicity, particularly in overweight or obese patients. Body composition measurements serve as effective imaging biomarkers.

Lower baseline skeletal muscle (SM) volume and density are associated with an increased risk of severe toxicity in DLBCL patients. Longitudinal reduction in SM volume during chemotherapy is also an adverse factor.

## Linked entities

- **Diseases:** diffuse large B-cell lymphoma (MONDO:0018905)

## Full-text entities

- **Genes:** IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, SAT1 (spermidine/spermine N1-acetyltransferase 1) [NCBI Gene 6303] {aka DC21, KFSD, KFSDX, SAT, SSAT, SSAT-1}, CYP4F3 (cytochrome P450 family 4 subfamily F member 3) [NCBI Gene 4051] {aka CPF3, CYP4F, CYPIVF3, LTB4H}, CSF3 (colony stimulating factor 3) [NCBI Gene 1440] {aka C17orf33, CSF3OS, GCSF}, IGF1 (insulin like growth factor 1) [NCBI Gene 3479] {aka IGF, IGF-I, IGFI, MGF}
- **Diseases:** LBM (MESH:D013851), lymphoma (MESH:D008223), nausea and vomiting (MESH:D020250), muscle loss (MESH:D009135), non-Hodgkin lymphomas (MESH:D008228), loss of appetite (MESH:D001068), DLBCL (MESH:D016403), febrile neutropenia (MESH:D064147), hematologic toxicity (MESH:D006402), malnutrition (MESH:D044342), Gastrointestinal Toxicity (MESH:D005767), bone marrow (MESH:D001855), chills (MESH:D023341), LDH (MESH:C538133), Toxicity (MESH:D064420), rash (MESH:D005076), Sarcopenic obesity (MESH:D009765), fatigue (MESH:D005221), overweight (MESH:D050177), Neutropenia Fever (MESH:D005334), lymphatic tumor (MESH:D018190), SM (MESH:D005207), hepatic and renal impairment (MESH:D008107), hyperlipidemia (MESH:D006949), oral ulcers (MESH:D019226), muscle (MESH:D019042), neurotoxicity (MESH:D020258), diabetes mellitus (MESH:D003920), Cancer (MESH:D009369)
- **Chemicals:** HU (-), rituximab (MESH:D000069283), anthracycline (MESH:D018943)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

29 references — full list in the complete paper: https://tomesphere.com/paper/PMC12935528/full.md

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Source: https://tomesphere.com/paper/PMC12935528