A decision analysis of cancer patients and the consumption of ready-to-eat salad.

IF 3 3区 医学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Risk Analysis Pub Date : 2024-10-10 DOI:10.1111/risa.17658
Carly B Gomez, Jade Mitchell, Bradley P Marks
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Abstract

Listeria monocytogenes is a foodborne pathogen of concern for cancer patients, who face higher morbidity and mortality rates than the general population. The neutropenic diet (ND), which excludes fresh produce, is often utilized to mitigate this risk; however, an analysis weighing the theoretical listeriosis risk reduction of produce exclusion aspects of the ND and possible negative tradeoffs has never been conducted. Consequently, this work constructed decision analytic models using disability-adjusted life years (DALYs) to compare the impacts of the ND, such as increased neutropenic enterocolitis (NEC) likelihood, with three alternative dietary practices (safe food handling [SFH], surface blanching, and refrigeration only) across five age groups, for cancer patients who consume ready-to-eat salad. Less disruptive diets had fewer negative health impacts in all scenarios, with median alternative diet DALYs per person per chemotherapy cycle having lower values in terms of negative health outcomes (0.088-0.443) than the ND (0.619-3.102). DALYs were dominated by outcomes associated with NEC, which is more common in patients following the ND than in other diets. Switchover point analysis confirmed that, because of this discrepancy, there were no feasible values of other parameters that could justify the ND. Correspondingly, the sensitivity analysis indicated that NEC mortality rate and remaining life expectancy strongly affected DALYs, further illustrating the model's strong dependence on NEC outcomes. Given these findings, and the SFH's ease of implementation and high compliance rates, the SFH diet is recommended in place of the ND.

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癌症患者与食用即食沙拉的决策分析。
单核细胞增生李斯特菌是癌症患者关注的一种食源性病原体,癌症患者的发病率和死亡率均高于普通人群。中性粒细胞饮食(ND)不包括新鲜农产品,通常用于降低这种风险;然而,从未有人对中性粒细胞饮食中排除农产品的理论上李斯特菌病风险降低以及可能的负面权衡进行过分析。因此,这项研究利用残疾调整生命年(DALYs)构建了决策分析模型,比较了对食用即食沙拉的癌症患者来说,玖玖彩票android客户端的影响,如中性粒细胞减少性小肠结肠炎(NEC)可能性的增加,以及在五个年龄组中的三种替代饮食方法(安全食品处理[SFH]、表面氽烫和仅冷藏)。在所有方案中,破坏性较小的饮食对健康的负面影响较小,就负面健康结果而言,替代饮食每人每个化疗周期的残疾调整寿命年数中值(0.088-0.443)低于 ND(0.619-3.102)。DALYs主要是与NEC相关的结果,NEC在ND患者中比其他饮食更常见。转换点分析证实,由于这种差异,其他参数的可行值无法证明 ND 的合理性。相应地,敏感性分析表明,NEC 死亡率和剩余预期寿命对 DALYs 有很大影响,进一步说明了模型对 NEC 结果的高度依赖性。鉴于这些研究结果,以及 SFH 的易实施性和高达标率,建议采用 SFH 日粮代替 ND。
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来源期刊
Risk Analysis
Risk Analysis 数学-数学跨学科应用
CiteScore
7.50
自引率
10.50%
发文量
183
审稿时长
4.2 months
期刊介绍: Published on behalf of the Society for Risk Analysis, Risk Analysis is ranked among the top 10 journals in the ISI Journal Citation Reports under the social sciences, mathematical methods category, and provides a focal point for new developments in the field of risk analysis. This international peer-reviewed journal is committed to publishing critical empirical research and commentaries dealing with risk issues. The topics covered include: • Human health and safety risks • Microbial risks • Engineering • Mathematical modeling • Risk characterization • Risk communication • Risk management and decision-making • Risk perception, acceptability, and ethics • Laws and regulatory policy • Ecological risks.
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