Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, 386 Bevier Hall, 905 S Goodwin Ave, Urbana, IL, 61801, USA.
Department of Statistics, University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA.
Cancer Causes Control. 2024 Jul;35(7):1075-1088. doi: 10.1007/s10552-024-01868-2. Epub 2024 Mar 26.
Food insecurity-the lack of unabated access to nutritious foods-is a consequence many cancer survivors face. Food insecurity is associated with adverse health outcomes and lower diet quality in the general public. The goal of this analysis was to extract major and prevailing dietary patterns among food insecure cancer survivors from observed 24-h recall data and evaluate their relationship to survival after a cancer diagnosis.
We implemented two dietary patterns analysis approaches: penalized logistic regression and principal components analysis. Using nationally representative data from the National Health and Nutrition Examination Survey (NHANES) study, we extracted three dietary patterns. Additionally, we evaluated the HEI-2015 for comparison. Cox proportional hazards models assessed the relationship between the diet quality indices and survival after a cancer diagnosis.
There were 981 deaths from all causes and 343 cancer-related deaths. After multivariable adjustment, we found higher risks of all-cause mortality associated with higher adherence to Pattern #1 (HR 1.25; 95% CI 1.09-1.43) and Pattern #2 (HR 1.15; 95% CI 1.01-1.31) among cancer survivors.
Among all cancer survivors, higher adherence to major and prevailing dietary patterns from the U.S. food insecure cancer survivor population may lead to worse survival outcomes.
食物不安全——即无法持续获得营养食物——是许多癌症幸存者面临的后果。食物不安全与一般公众的不良健康结果和较低的饮食质量有关。本分析的目的是从观察到的 24 小时回顾数据中提取食物不安全的癌症幸存者的主要和流行饮食模式,并评估它们与癌症诊断后的生存情况的关系。
我们实施了两种饮食模式分析方法:惩罚逻辑回归和主成分分析。使用来自全国健康和营养检查调查(NHANES)研究的全国代表性数据,我们提取了三种饮食模式。此外,我们还评估了 HEI-2015 进行比较。Cox 比例风险模型评估了饮食质量指数与癌症诊断后生存情况之间的关系。
共有 981 例全因死亡和 343 例癌症相关死亡。经过多变量调整后,我们发现癌症幸存者中,较高的模式 1(HR 1.25;95%CI 1.09-1.43)和模式 2(HR 1.15;95%CI 1.01-1.31)的依从性与全因死亡率的较高风险相关。
在所有癌症幸存者中,美国食物不安全的癌症幸存者人群中主要和流行饮食模式的较高依从性可能导致较差的生存结果。