{"title":"Postoperative malnutrition predicts severe chemotherapy toxicity after gastrectomy: evaluation of an inflammation-anemia phenotype.","authors":"Jiangtao Zhao, Zhengyu Jin","doi":"10.1515/med-2026-1550","DOIUrl":null,"url":null,"abstract":"<p><strong>Objectives: </strong>Severe toxicity during adjuvant chemotherapy after curative gastrectomy is common. We evaluated whether postoperative malnutrition predicts severe toxicity, whether an inflammation-anemia (IA) composite adds incremental information, and whether a simple risk model offers clinical utility.</p><p><strong>Methods: </strong>In this single-center prospective cohort, adults received adjuvant chemotherapy after curative gastrectomy. Malnutrition was defined as albumin <35 g/L, BMI <18.5 kg/m<sup>2</sup>, or low skeletal muscle index; IA as CRP ≥1.5 mg/L plus hemoglobin <120 g/L. A ridge-penalized logistic model included age, pathologic stage, regimen (S-1 vs. oxaliplatin-based multi-agent), malnutrition, IA, and a malnutrition × regimen interaction. Nested 5-fold cross-validation and decision curve analysis evaluated model performance and net benefit.</p><p><strong>Results: </strong>Of 222 screened patients, 219 were analyzed. Severe toxicity occurred in 48/219 (21.9 %), more often with multi-agent therapy than S-1 (23.5 vs. 8.7 %). Malnutrition was strongly associated with toxicity and remained an independent predictor (penalized OR 3.42, 95 % CI 1.75-6.68), whereas IA was not. Out-of-sample AUROC was 0.695, Brier score 0.156, and calibration slope 0.86. At a 0.30 threshold, net benefit was higher for the full model than for base + malnutrition.</p><p><strong>Conclusions: </strong>Postoperative malnutrition is a key predictor of severe adjuvant chemotherapy toxicity after gastrectomy. This parsimonious model may support risk-adapted supportive care and treatment planning.</p>","PeriodicalId":19715,"journal":{"name":"Open Medicine","volume":"21 1","pages":"20261550"},"PeriodicalIF":1.8000,"publicationDate":"2026-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13660740/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Open Medicine","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1515/med-2026-1550","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"MEDICINE, GENERAL & INTERNAL","Score":null,"Total":0}
引用次数: 0
Abstract
Objectives: Severe toxicity during adjuvant chemotherapy after curative gastrectomy is common. We evaluated whether postoperative malnutrition predicts severe toxicity, whether an inflammation-anemia (IA) composite adds incremental information, and whether a simple risk model offers clinical utility.
Methods: In this single-center prospective cohort, adults received adjuvant chemotherapy after curative gastrectomy. Malnutrition was defined as albumin <35 g/L, BMI <18.5 kg/m2, or low skeletal muscle index; IA as CRP ≥1.5 mg/L plus hemoglobin <120 g/L. A ridge-penalized logistic model included age, pathologic stage, regimen (S-1 vs. oxaliplatin-based multi-agent), malnutrition, IA, and a malnutrition × regimen interaction. Nested 5-fold cross-validation and decision curve analysis evaluated model performance and net benefit.
Results: Of 222 screened patients, 219 were analyzed. Severe toxicity occurred in 48/219 (21.9 %), more often with multi-agent therapy than S-1 (23.5 vs. 8.7 %). Malnutrition was strongly associated with toxicity and remained an independent predictor (penalized OR 3.42, 95 % CI 1.75-6.68), whereas IA was not. Out-of-sample AUROC was 0.695, Brier score 0.156, and calibration slope 0.86. At a 0.30 threshold, net benefit was higher for the full model than for base + malnutrition.
Conclusions: Postoperative malnutrition is a key predictor of severe adjuvant chemotherapy toxicity after gastrectomy. This parsimonious model may support risk-adapted supportive care and treatment planning.
期刊介绍:
Open Medicine is an open access journal that provides users with free, instant, and continued access to all content worldwide. The primary goal of the journal has always been a focus on maintaining the high quality of its published content. Its mission is to facilitate the exchange of ideas between medical science researchers from different countries. Papers connected to all fields of medicine and public health are welcomed. Open Medicine accepts submissions of research articles, reviews, case reports, letters to editor and book reviews.