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Limited Availability and Higher Cost of Gluten-Free Foods Continue in the United Kingdom: A Comparative Follow-Up Over More Than a Decade 有限的可用性和高成本的无麸质食品继续在英国:超过十年的比较随访。
IF 2.5 3区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2026-02-02 DOI: 10.1111/jhn.70209
Harrison McInnes, Lea Klapan, Umara Moore, Jaspreet Singh, Kevin Whelan

Background

Coeliac disease requires strict lifelong adherence to a gluten-free diet, although adherence is challenged by the limited availability and higher cost of gluten-free foods. The demand for gluten-free foods has increased over recent years, yet its impact on availability and cost is unknown. This study aims to assess the availability and cost of gluten-free food across diverse retail outlets and compare changes over 11 years.

Methods

Replicating the same methodology as our previous study in 2010, the availability and cost of 20 foods (10 wheat-based, 10 everyday foods) were assessed in 30 stores across a diverse range of London boroughs and compared over an 11-year period. For each of the 20 foods, the cost of four products were selected (branded gluten-free, cheapest gluten-free, branded standard, cheapest standard) and compared.

Results

Availability of the 20 foods in 2021 was generally limited, with an average of 7.6 (SD 5.7) gluten-free foods per store (38.2% of foods surveyed). Regular supermarkets in particular saw a reduction in availability over time from 18.0 (SD 2.0) of the 20 foods (90% of foods) available in gluten-free versions in 2010 decreasing to 14.0 (SD 1.4, 70%) in 2021 (p = 0.008). Gluten-free foods were more expensive than gluten-containing counterparts. In terms of secular trends, the 2021 cost generally exceeded inflation-adjusted estimates; however, the ratio between the cost of gluten-free and gluten-containing foods declined over the 11 years.

Conclusions

Over 11 years in the UK, gluten-free food availability remained limited and more costly. Any impact of sustained limited availability and higher cost on adherence to a gluten-free diet should be addressed and interventions to overcome these issues should be tested.

背景:乳糜泻需要终生严格坚持无谷蛋白饮食,尽管坚持受到无谷蛋白食品有限的可用性和较高的成本的挑战。近年来,对无麸质食品的需求有所增加,但其对可用性和成本的影响尚不清楚。这项研究旨在评估不同零售店无麸质食品的可得性和成本,并比较11年来的变化。方法:采用与我们2010年的研究相同的方法,在伦敦不同地区的30家商店中评估了20种食品(10种小麦食品,10种日常食品)的可得性和成本,并在11年期间进行了比较。对于这20种食品中的每一种,选择了四种产品的成本(品牌无麸质,最便宜的无麸质,品牌标准,最便宜的标准)并进行比较。结果:2021年这20种食品的供应总体上是有限的,每家商店平均有7.6种(SD 5.7)无麸质食品(占调查食品的38.2%)。常规超市的无谷蛋白食品供应量随着时间的推移从2010年的18.0 (SD 2.0)(90%的食品)下降到2021年的14.0 (SD 1.4, 70%) (p = 0.008)。无麸质食品比含麸质食品更贵。就长期趋势而言,2021年的成本总体上超过了经通胀调整后的估计;然而,在过去的11年里,无麸质食品和含麸质食品的成本之比下降了。结论:在英国,11年来,无麸质食品的供应仍然有限,而且价格更高。应解决持续有限的可获得性和较高的成本对坚持无谷蛋白饮食的任何影响,并应测试克服这些问题的干预措施。
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引用次数: 0
Online and Mobile Application Diet Information for Food Chemical Intolerances: An Evaluation of the Content, Quality and Health Literacy Demand. 食品化学不耐症的在线和移动应用饮食信息:内容、质量和健康素养需求的评估。
IF 2.5 3区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2026-02-01 DOI: 10.1111/jhn.70207
Annabel K Clancy, Kirsty Leray, Neelam Pun

Aims: To quantify the content, understandability, actionability, readability, and overall quality of food chemical intolerance dietary information for patients available online and via mobile applications.

Methods: Content analysis was undertaken between August 2023 and August 2024 of eligible webpages and mobile applications. Online material was evaluated for quality using the DISCERN tool, clarity using the Centre for Disease Control and Prevention's Clear Communication Index and health literacy demand using the Patient Education Material Assessment Tool and the Hemingway readability calculator. Mobile applications were evaluated for quality using the Mobile App Rating Scale.

Results: A total of 169 websites and four mobile applications were eligible for analysis. Almost all (95%) resources recommended an elimination diet for the management of food chemical intolerance, but only 56% advised food reintroduction. Overall, diet information regarding food chemical intolerance found online and in mobile applications was mostly of poor quality. Information found online was also of low clarity and written with a high health literacy demand. Of the information scored as being of good quality, these were written by health/medical organisations and dietitians.

Conclusion: Future revision and development of online and mobile applications should aim to improve the quality and reduce the health literacy demand of food chemical intolerance diet information. Additionally, online information and applications should include food reintroduction instructions, as prolonged dietary restrictions, especially without supervision, may increase the risk of nutrient deficiencies and disordered eating behaviours, and impact quality of life.

目的:量化在线和移动应用程序提供的患者食品化学不耐受饮食信息的内容、可理解性、可操作性、可读性和整体质量。方法:于2023年8月至2024年8月对符合条件的网页和移动应用程序进行内容分析。使用DISCERN工具评估在线材料的质量,使用疾病控制和预防中心的清晰沟通指数评估清晰度,使用患者教育材料评估工具和海明威可读性计算器评估健康素养需求。使用移动应用程序评级量表对移动应用程序的质量进行评估。结果:共有169个网站和4个移动应用程序符合分析条件。几乎所有(95%)的资源都建议通过消除饮食来管理食品化学不耐受,但只有56%的资源建议重新引入食物。总体而言,在网上和移动应用程序中发现的有关食品化学不耐受的饮食信息大多质量较差。网上发现的信息清晰度也很低,而且对健康素养的要求很高。在被评为质量良好的信息中,这些信息是由健康/医疗机构和营养师撰写的。结论:未来在线和移动应用程序的修订和开发应以提高食品化学不耐受饮食信息的质量和降低健康素养需求为目标。此外,在线信息和应用程序应包括食物重新引入说明,因为长期饮食限制,特别是在没有监督的情况下,可能会增加营养缺乏和饮食行为紊乱的风险,并影响生活质量。
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引用次数: 0
Modernising Coeliac Disease Dietitian Follow-Up: Engagement and Functionality of a Digital Annual Review. 现代化的乳糜泻营养师随访:数字化年度回顾的参与和功能。
IF 2.5 3区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2026-02-01 DOI: 10.1111/jhn.70213
Octavia Abbott, Cristian Costas-Batlle, Yvonne Jeanes, Claire Gardiner

Introduction: UK guidance recommends adults living with coeliac disease (CD) receive annual care from a dietitian. However, many CD provisions have difficulties meeting these demands. The study aimed to evaluate a digital virtual annual review (VAR) tool as an alternative method of reviewing clinically stable adults with CD annually.

Methods: This single-centre retrospective study analysed data between September 2022 and March 2024. Adults living with CD, diagnosed for > 3 years and deemed clinically stable by a specialist CD dietitian, received a link to complete the digital VAR tool. Chi-squared analysis assessed the relationship between demographics and engagement with the tool. Median value indicated clinician triage time. Outcomes of the triage process were presented as frequency and percentages. Ethical approval was obtained from local higher education institute, and information governance approval was received through local processes.

Results: The majority (81.7%, n = 165) of service users engaged with the digital VAR tool. The demographics did not influence engagement. The specialist CD dietitian required 14 min on average to triage a singular digital VAR tool. Following triage, 72.4% (n = 102) did not require interim input prior to their routine annual review. Only 22% (n = 31) were deemed to require a follow-up clinic appointment with the specialist CD dietitian to discuss symptoms or GF dietary adherence. Service users mainly preferred the digital VAR tool for future reviews (55%, n = 78).

Conclusions: Our study provides supportive evidence for the effectiveness of a digital annual review tool to improve the efficiency of dietetic service provision for stable adults living with CD.

简介:英国指南建议患有乳糜泻(CD)的成年人每年接受营养师的护理。然而,许多CD条款难以满足这些要求。该研究旨在评估数字虚拟年度回顾(VAR)工具作为临床稳定的成年CD患者年度回顾的替代方法。方法:该单中心回顾性研究分析了2022年9月至2024年3月的数据。患有乳糜泻的成年人,经乳糜泻专业营养师诊断为30年且临床稳定,收到完成数字VAR工具的链接。卡方分析评估了人口统计数据与使用该工具之间的关系。中位数表示临床医生分诊时间。分诊过程的结果以频率和百分比表示。伦理审批由当地高等教育机构审批,信息治理审批由当地流程审批。结果:大多数(81.7%,n = 165)的服务用户使用了数字VAR工具。人口统计数据并未影响用户粘性。专业的CD营养师平均需要14分钟来分类一个单一的数字VAR工具。分诊后,72.4% (n = 102)患者在例行年度检查前不需要临时输入。只有22% (n = 31)被认为需要随访门诊预约专科乳糜泻营养师讨论症状或GF饮食依从性。服务用户主要倾向于使用数字VAR工具进行未来评价(55%,n = 78)。结论:我们的研究为数字年度评估工具的有效性提供了支持性证据,该工具可以提高为稳定的成年乳糜泻患者提供营养服务的效率。
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引用次数: 0
Sugar-Sweetened Beverage Consumption and Anxiety Disorders in Adolescents: A Systematic Review and Meta-Analysis. 含糖饮料消费与青少年焦虑症:一项系统综述和荟萃分析。
IF 2.5 3区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2026-02-01 DOI: 10.1111/jhn.70217
Karim Khaled, Nathalie Abdulbaki, Orouba Almilaji, Chloe Casey, Fotini Tsofliou

Background: Adolescence is a critical period for mental health, with anxiety disorders becoming increasingly prevalent. Sugar-sweetened beverages (SSBs) have been identified as a potential dietary factor influencing mental health outcomes. This systematic review aims to critically appraise the literature around the association between SSB consumption and anxiety disorders among adolescents.

Methods: A systematic search was conducted across electronic databases, including Medline Complete, CINAHL Complete, Scopus, Cochrane Library, Web of Science, and ScienceDirect for studies published between 2000 and 2025. Data on SSB intake and anxiety outcomes were extracted, and the quality of the studies was evaluated using the Risk of Bias in Non-randomised Studies from the Cochrane Handbook of Systematic Reviews of Exposure. Meta-analysis was conducted using random-effect model to estimate the odds ratios to assess the relationship between SSB intake and anxiety disorders with 95% confidence interval (CI).

Results: Nine studies meeting the inclusion criteria were selected, including seven cross-sectional studies and two longitudinal studies. Of the nine studies, seven reported a significant positive association between SSB consumption and anxiety, while two found no significant relationship. The longitudinal studies showed small but persistent associations over 1 year. The studies using multiple linear regression demonstrated a consistent, small positive relationship between SSB intake and anxiety symptoms. The meta-analysis random effects model which is limited to studies reporting anxiety disorder as binary outcome revealed that higher sugar-sweetened beverage consumption was associated with increased odds of anxiety disorders (OR: 1.34, 95% CI: 1.14-1.59).

Conclusion: Given the predominance of observational designs, these findings should be interpreted as associations rather than evidence of causality. Public health initiatives and clinical interventions aimed at reducing SSB intake may help mitigate the rising prevalence of anxiety disorders, specifically among adolescents.

背景:青春期是心理健康的关键时期,焦虑症越来越普遍。含糖饮料(SSBs)已被确定为影响心理健康结果的潜在饮食因素。本系统综述旨在批判性地评估青少年中SSB消费与焦虑障碍之间关系的文献。方法:通过Medline Complete、CINAHL Complete、Scopus、Cochrane Library、Web of Science和ScienceDirect等电子数据库进行系统检索,检索2000年至2025年间发表的研究。提取SSB摄入和焦虑结果的数据,并使用Cochrane暴露系统评价手册中的非随机研究的偏倚风险来评估研究的质量。采用随机效应模型进行meta分析,以95%可信区间(CI)估计SSB摄入与焦虑障碍之间的比值比。结果:9项研究符合纳入标准,包括7项横断面研究和2项纵向研究。在9项研究中,7项报告了SSB消费与焦虑之间的显著正相关,而2项没有发现显著关系。纵向研究显示,在1年的时间里,这种关联不大,但持续存在。使用多元线性回归的研究表明,SSB摄入量与焦虑症状之间存在一致的、小的正相关。荟萃分析随机效应模型仅限于将焦虑障碍报告为二元结果的研究,结果显示,含糖饮料的摄入量越高,患焦虑障碍的几率越高(OR: 1.34, 95% CI: 1.14-1.59)。结论:考虑到观察性设计的优势,这些发现应该被解释为关联,而不是因果关系的证据。旨在减少SSB摄入量的公共卫生倡议和临床干预措施可能有助于缓解焦虑症的患病率上升,特别是在青少年中。
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引用次数: 0
Association of Dietary Hexadecenoic Acid Intake With Glaucoma in Adults Over 40 Years Old: A Nationally Representative Study in the United States. 饮食中摄入十六烯酸与40岁以上青光眼的关系:美国一项具有全国代表性的研究
IF 2.5 3区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2026-02-01 DOI: 10.1111/jhn.70214
Shanshan Huang, Huangxin Zhu, Fengjun Zhang

Background: Glaucoma is the leading irreversible cause of blindness worldwide. Dietary hexadecenoic acid is a monounsaturated fatty acid with anti-inflammatory and lipid-modulating properties. However, its association with glaucoma remains unclear. This study aimed to investigate the association between dietary hexadecenoic acid intake and glaucoma among adults.

Methods: This cross-sectional study used data from the National Health and Nutrition Examination Survey (NHANES) 2005-2008, including 705 participants aged ≥ 40 years. Dietary hexadecenoic acid intake was assessed through two 24-h dietary recalls, and glaucoma diagnosis was based on expert grading of optic disc images. Multivariate logistic regression analyses were performed to evaluate the relationship between dietary hexadecenoic acid intake and glaucoma prevalence. Dose-response relationships between dietary hexadecenoic acid intake and glaucoma were explored using restricted cubic spline (RCS) curve analysis. The subgroup analysis evaluated the consistency of the association across different populations.

Results: Participants with higher dietary hexadecenoic acid intake showed a significantly lower prevalence of glaucoma. In fully adjusted models, each 1 g/day increase in hexadecenoic acid intake was associated with a 39% reduction in glaucoma prevalence (OR = 0.61, 95% CI: 0.41-0.91, p = 0.018). Quartile analysis revealed that participants in the highest quartile of hexadecenoic acid intake had a lower glaucoma prevalence compared to the lowest quartile. RCS curve analysis demonstrated a linear negative correlation. Subgroup analyses indicated that the negative effects of dietary hexadecenoic acid intake on glaucoma were stronger in males, low-education and non-diabetic individuals.

Conclusion: Higher dietary hexadecenoic acid intake is associated with reduced glaucoma prevalence. Given the limitations of cross-sectional studies, in the future, prospective studies should be conducted to verify the protective effect of hexadecenoic acid on glaucoma.

背景:青光眼是世界范围内主要的不可逆致盲原因。膳食十六烯酸是一种单不饱和脂肪酸,具有抗炎和调节血脂的特性。然而,其与青光眼的关系尚不清楚。本研究旨在探讨成人饮食中十六烯酸摄入与青光眼之间的关系。方法:本横断面研究采用2005-2008年国家健康与营养检查调查(NHANES)的数据,包括705名年龄≥40岁的参与者。通过两次24小时的饮食回顾来评估饮食中的十六烯酸摄入量,青光眼的诊断基于视盘图像的专家评分。采用多变量logistic回归分析评估饮食中十六烯酸摄入量与青光眼患病率之间的关系。采用限制性三次样条(RCS)曲线分析探讨了饮食中十六烯酸摄入量与青光眼之间的剂量-反应关系。亚组分析评估了这种关联在不同人群中的一致性。结果:饮食中摄入较多十六烯酸的参与者青光眼患病率明显降低。在完全调整的模型中,十六烯酸摄入量每增加1 g/天,青光眼患病率降低39% (OR = 0.61, 95% CI: 0.41-0.91, p = 0.018)。四分位数分析显示,十六烯酸摄入量最高的四分位数的参与者青光眼患病率低于最低的四分位数。RCS曲线分析显示两者呈线性负相关。亚组分析表明,饮食中摄入十六烯酸对青光眼的负面影响在男性、低教育水平和非糖尿病人群中更为明显。结论:较高的膳食十六烯酸摄入量与青光眼患病率降低有关。鉴于横断面研究的局限性,未来应开展前瞻性研究来验证十六烯酸对青光眼的保护作用。
{"title":"Association of Dietary Hexadecenoic Acid Intake With Glaucoma in Adults Over 40 Years Old: A Nationally Representative Study in the United States.","authors":"Shanshan Huang, Huangxin Zhu, Fengjun Zhang","doi":"10.1111/jhn.70214","DOIUrl":"https://doi.org/10.1111/jhn.70214","url":null,"abstract":"<p><strong>Background: </strong>Glaucoma is the leading irreversible cause of blindness worldwide. Dietary hexadecenoic acid is a monounsaturated fatty acid with anti-inflammatory and lipid-modulating properties. However, its association with glaucoma remains unclear. This study aimed to investigate the association between dietary hexadecenoic acid intake and glaucoma among adults.</p><p><strong>Methods: </strong>This cross-sectional study used data from the National Health and Nutrition Examination Survey (NHANES) 2005-2008, including 705 participants aged ≥ 40 years. Dietary hexadecenoic acid intake was assessed through two 24-h dietary recalls, and glaucoma diagnosis was based on expert grading of optic disc images. Multivariate logistic regression analyses were performed to evaluate the relationship between dietary hexadecenoic acid intake and glaucoma prevalence. Dose-response relationships between dietary hexadecenoic acid intake and glaucoma were explored using restricted cubic spline (RCS) curve analysis. The subgroup analysis evaluated the consistency of the association across different populations.</p><p><strong>Results: </strong>Participants with higher dietary hexadecenoic acid intake showed a significantly lower prevalence of glaucoma. In fully adjusted models, each 1 g/day increase in hexadecenoic acid intake was associated with a 39% reduction in glaucoma prevalence (OR = 0.61, 95% CI: 0.41-0.91, p = 0.018). Quartile analysis revealed that participants in the highest quartile of hexadecenoic acid intake had a lower glaucoma prevalence compared to the lowest quartile. RCS curve analysis demonstrated a linear negative correlation. Subgroup analyses indicated that the negative effects of dietary hexadecenoic acid intake on glaucoma were stronger in males, low-education and non-diabetic individuals.</p><p><strong>Conclusion: </strong>Higher dietary hexadecenoic acid intake is associated with reduced glaucoma prevalence. Given the limitations of cross-sectional studies, in the future, prospective studies should be conducted to verify the protective effect of hexadecenoic acid on glaucoma.</p>","PeriodicalId":54803,"journal":{"name":"Journal of Human Nutrition and Dietetics","volume":"39 1","pages":"e70214"},"PeriodicalIF":2.5,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146144543","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
What Is the Level of Knowledge of Artificial Intelligence Chatbots in Clinical Nutrition Questions? 人工智能聊天机器人在临床营养问题上的知识水平是多少?
IF 2.5 3区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2026-02-01 DOI: 10.1111/jhn.70211
Eda Başmısırlı, Elmas Kübra Küçüksüllü, Merve Kip, Azra Ümit, Rumeysa Karapınar

Background: Artificial intelligence (AI) chatbots are increasingly used in various fields, including nutrition. Despite their growing popularity, there is limited evidence regarding the accuracy and reliability of clinical nutrition education potential. This study aimed to assess the performance of basic versions of AI chatbots in answering multiple-choice questions related to clinical nutrition.

Methods: The four AI chatbots (ChatGPT, DeepSeek, Gemini and AI Clinical Nutritionist) were evaluated based on the accuracy of their responses to multiple-choice questions. Two hundred and seventy-six multiple-choice questions were developed using Krause's Food & the Nutrition Care Process textbook, covering 16 adult disease topics related to pathophysiology, aetiology, medical treatment and nutritional treatment. The test-retest reliability of responses given to the same set of multiple-choice questions at two different time points was evaluated using Cohen's Kappa (κ), and the reliability of the four AI tools was evaluated using the intraclass correlation coefficient (ICC).

Results: The ICC value was 0.901 (0.880-0.918) and κ value was 0.766 and above for each AI tools (p < 0.001). In the first round, the accuracy rates were 72.8% for ChatGPT, 73.9% for DeepSeek, 69.6% for Gemini and 73.2% for AI Clinical Nutrition. In the second round, these rates were 71.4%, 72.5%, 69.3% and 70.3%, respectively. The highest overall accuracy was observed with DeepSeek (73.18%), while Gemini showed the lowest performance (69.3%). When analysed by topic, the highest accuracy was found in 'Diabetes mellitus and non-diabetic hypoglycemia' and 'Upper GI Diseases' (100%), while the lowest was in 'Anaemia' (36.4%). Among the fields, the lowest accuracy was observed in medical treatment (63.6%), followed by nutritional treatment (67.4%). The mean accuracy of AI chatbots in responding to clinical nutrition multiple-choice questions was 71.6%, with similar performances across platforms.

Conclusion: While the notable accuracy in certain topics and high reliability demonstrate the potential of AI chatbots for clinical nutrition, it highlights the need for continuous updates and performance optimization in topics where accuracy is lower.

背景:人工智能(AI)聊天机器人越来越多地应用于包括营养在内的各个领域。尽管它们越来越受欢迎,但关于临床营养教育潜力的准确性和可靠性的证据有限。本研究旨在评估基本版本的人工智能聊天机器人在回答与临床营养相关的多项选择题方面的表现。方法:根据四个AI聊天机器人(ChatGPT、DeepSeek、Gemini和AI Clinical Nutritionist)回答多项选择题的准确性对其进行评估。276道选择题采用克劳斯的《食品与营养护理过程》教科书,涵盖16个成人疾病主题,涉及病理生理学、病因学、医学治疗和营养治疗。使用Cohen’s Kappa (κ)对同一组选择题在两个不同时间点的回答进行测试-重测信度评估,使用类内相关系数(ICC)评估四种人工智能工具的信度。结果:每个AI工具的ICC值为0.901 (0.880-0.918),κ值为0.766及以上(p)结论:虽然AI聊天机器人在某些主题上的显著准确性和高可靠性表明了AI聊天机器人在临床营养方面的潜力,但它强调了在准确性较低的主题上需要持续更新和性能优化。
{"title":"What Is the Level of Knowledge of Artificial Intelligence Chatbots in Clinical Nutrition Questions?","authors":"Eda Başmısırlı, Elmas Kübra Küçüksüllü, Merve Kip, Azra Ümit, Rumeysa Karapınar","doi":"10.1111/jhn.70211","DOIUrl":"https://doi.org/10.1111/jhn.70211","url":null,"abstract":"<p><strong>Background: </strong>Artificial intelligence (AI) chatbots are increasingly used in various fields, including nutrition. Despite their growing popularity, there is limited evidence regarding the accuracy and reliability of clinical nutrition education potential. This study aimed to assess the performance of basic versions of AI chatbots in answering multiple-choice questions related to clinical nutrition.</p><p><strong>Methods: </strong>The four AI chatbots (ChatGPT, DeepSeek, Gemini and AI Clinical Nutritionist) were evaluated based on the accuracy of their responses to multiple-choice questions. Two hundred and seventy-six multiple-choice questions were developed using Krause's Food & the Nutrition Care Process textbook, covering 16 adult disease topics related to pathophysiology, aetiology, medical treatment and nutritional treatment. The test-retest reliability of responses given to the same set of multiple-choice questions at two different time points was evaluated using Cohen's Kappa (κ), and the reliability of the four AI tools was evaluated using the intraclass correlation coefficient (ICC).</p><p><strong>Results: </strong>The ICC value was 0.901 (0.880-0.918) and κ value was 0.766 and above for each AI tools (p < 0.001). In the first round, the accuracy rates were 72.8% for ChatGPT, 73.9% for DeepSeek, 69.6% for Gemini and 73.2% for AI Clinical Nutrition. In the second round, these rates were 71.4%, 72.5%, 69.3% and 70.3%, respectively. The highest overall accuracy was observed with DeepSeek (73.18%), while Gemini showed the lowest performance (69.3%). When analysed by topic, the highest accuracy was found in 'Diabetes mellitus and non-diabetic hypoglycemia' and 'Upper GI Diseases' (100%), while the lowest was in 'Anaemia' (36.4%). Among the fields, the lowest accuracy was observed in medical treatment (63.6%), followed by nutritional treatment (67.4%). The mean accuracy of AI chatbots in responding to clinical nutrition multiple-choice questions was 71.6%, with similar performances across platforms.</p><p><strong>Conclusion: </strong>While the notable accuracy in certain topics and high reliability demonstrate the potential of AI chatbots for clinical nutrition, it highlights the need for continuous updates and performance optimization in topics where accuracy is lower.</p>","PeriodicalId":54803,"journal":{"name":"Journal of Human Nutrition and Dietetics","volume":"39 1","pages":"e70211"},"PeriodicalIF":2.5,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146115103","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development and Implementation of Novel Virtual Triage and Exploration of Attitudes Towards the Potential Use of Artificial Intelligence in the Irritable Bowel Syndrome (IBS) Dietetic Pathway. 新型虚拟分诊的开发和实施,以及对人工智能在肠易激综合征(IBS)饮食途径中潜在应用的态度的探索。
IF 2.5 3区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2026-02-01 DOI: 10.1111/jhn.70210
Emma Stennett, Katerina Belogianni, Miranda Lomer

Background: Dietary management is integral to the irritable bowel syndrome (IBS) pathway. Triage facilitates the decision-making process for the right dietetic intervention; however, telephone triage is time intensive. Digital advances provide an opportunity to target waiting times and clinical capacity. The aim of this work was to develop and implement a novel semi-automation virtual triage, assess its impact in the IBS pathway and to investigate attitudes towards the use of artificial intelligence (AI) in triage and dietetic healthcare.

Methods: The Consolidated Framework for Implementation Research (CFIR) provided a structure to develop and implement virtual triage into the IBS pathway. A digital triage questionnaire was developed using experience-based co-design. The efficacy of virtual triage was compared with telephone triage for waiting times from referral to triage, clinicians' time taken to triage and clinical capacity. Using qualitative interviews, views on AI in virtual triage and the IBS pathway were collected from three patients and two dietitians who had experience of the newly developed virtual triage process. An exploratory survey in seven gastroenterology dietitians was used to assess attitudes and experiences of AI in clinical practice.

Results: A digital questionnaire was developed and embedded into the IBS pathway for virtual triage. Following implementation, 643 patients received virtual triage with 83% completing the digital questionnaire. From telephone triage to virtual triage, mean waiting times reduced from 56.6 days to 17.5 days, mean clinician time to triage decreased from 20 min/patient to 11 min/patient, and clinical capacity increased from 400 to 1000 appointments/year (all p < 0.001). Views on AI in healthcare were mixed, and three key themes emerged: potential benefits; concerns about its use and criteria for application.

Conclusions: Virtual triage increases clinical capacity and reduces waiting times without increasing clinician burden. Attitudes towards AI show interest; however, there is a need for validation to determine confidence and acceptability for both clinicians and patients in terms of problem-solving and healthcare efficiency.

背景:饮食管理是肠易激综合征(IBS)途径的组成部分。分诊有助于正确饮食干预的决策过程;然而,电话分诊非常耗时。数字技术的进步为目标等待时间和临床能力提供了机会。这项工作的目的是开发和实施一种新型的半自动化虚拟分诊,评估其在IBS通路中的影响,并调查人们对在分诊和饮食保健中使用人工智能(AI)的态度。方法:实施研究的综合框架(CFIR)提供了一个结构来开发和实施IBS路径的虚拟分诊。采用基于经验的协同设计开发了一份数字分诊问卷。从转诊到分诊的等待时间、临床医生分诊所花费的时间和临床能力,虚拟分诊的效果与电话分诊进行了比较。通过定性访谈,收集了三名患者和两名体验过新开发的虚拟分诊过程的营养师对人工智能在虚拟分诊和IBS途径中的看法。对7名胃肠病学营养师进行了一项探索性调查,以评估临床实践中人工智能的态度和经验。结果:开发了一份数字问卷,并将其嵌入到IBS路径中进行虚拟分诊。实施后,643名患者接受了虚拟分诊,其中83%完成了数字问卷。从电话分诊到虚拟分诊,平均等待时间从56.6天减少到17.5天,临床医生的平均分诊时间从20分钟/患者减少到11分钟/患者,临床容量从400次增加到1000次/年(均p)结论:虚拟分诊增加了临床容量,减少了等待时间,但不增加临床医生的负担。对人工智能的态度表现出兴趣;然而,在解决问题和医疗保健效率方面,需要验证以确定临床医生和患者的信心和可接受性。
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引用次数: 0
Training Healthcare Professionals to Deliver a Group-Based Intervention for People Living With Severe Obesity: Lessons From the PROGROUP Feasibility Trial 培训医疗保健专业人员为重度肥胖患者提供基于群体的干预:来自PROGROUP可行性试验的经验教训
IF 2.5 3区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2026-01-28 DOI: 10.1111/jhn.70204
Shokraneh Moghadam, Mark Tarrant, Lily Hawkins, Dawn Swancutt, Rod Sheaff, Laura Hollands, Raff Calitri, Jonathan Pinkney, Jenny Lloyd
<div> <section> <h3> Introduction</h3> <p>Group-based programmes are increasingly adopted to support people living with obesity, as they have the potential to reduce staff time and costs and enhance motivation and capability for behaviour change. Group-based programmes could also provide members with opportunities to form meaningful social connections. As such, training should equip healthcare professionals to deliver group interventions successfully and be accessible and feasible for them to complete. This study presents how mixed-methods process evaluation data from the feasibility randomised controlled trial of PROGROUP (a group-based weight management intervention for people living with severe obesity) informed optimisation of the PROGROUP training programme.</p> </section> <section> <h3> Methods</h3> <p>Five healthcare professionals (facilitators) from three specialist weight management services across the United Kingdom participated in a 4-day remote training programme in preparation for facilitating PROGROUP. Four patient cohorts were subsequently delivered across these services. Training content was informed by psychological theory and included communication and group facilitation skills, as well as physical activity and dietary education, delivered by an expert research and practitioner team. Following intervention delivery, facilitators were interviewed about their experiences of training and delivery. Additional data collection sources included fidelity (to form and content) checklists, audio and video recordings of intervention delivery, and field note summaries from in-person observations and debrief calls. Interview data was analysed thematically.</p> </section> <section> <h3> Results</h3> <p>Fidelity findings showed that intervention content was largely delivered as intended across all cohorts (average across cohorts = 68%), with facilitators showing confidence in delivering the educational components of the intervention. However, variability was observed across cohorts, indicating differences in facilitators' ability to deliver flexibly and in line with intervention delivery principles. Facilitators also reported challenges in attending all training days in full and expressed a preference for more self-directed learning. In response, to improve accessibility and delivery fidelity, training was adapted to include self-directed learning and a greater focus on developing the necessary skills and knowledge to facilitate according to intervention delivery principles.</p> </section> <section> <h3> Conclusion</h3> <p>This study outlines a
导论:越来越多地采用以团体为基础的方案来支持肥胖患者,因为它们有可能减少工作人员的时间和成本,并增强改变行为的动机和能力。以团体为基础的方案也可以为成员提供形成有意义的社会联系的机会。因此,培训应使医疗保健专业人员能够成功地提供群体干预措施,并使他们能够获得和可行地完成。本研究展示了混合方法如何处理来自PROGROUP(一种针对重度肥胖患者的基于群体的体重管理干预)可行性随机对照试验的评估数据,为PROGROUP训练计划的优化提供信息。方法:来自英国三家专业体重管理服务机构的五名医疗保健专业人员(辅导员)参加了为期四天的远程培训计划,为促进PROGROUP做准备。随后通过这些服务提供了四个患者队列。培训内容以心理学理论为依据,由专家研究和实践团队提供,包括沟通和团体促进技能,以及体育活动和饮食教育。在实施干预措施后,对辅导员进行采访,了解他们的培训和实施经验。其他数据收集来源包括保真度(形式和内容)清单、干预措施实施的音频和视频记录,以及现场观察和汇报电话的现场记录摘要。访谈数据按主题进行分析。结果:保真度调查结果显示,所有队列的干预内容在很大程度上按预期交付(队列平均值= 68%),辅导员对交付干预的教育部分表现出信心。然而,在队列中观察到可变性,表明促进者灵活交付和符合干预交付原则的能力存在差异。主持人还报告了参加所有培训日的挑战,并表示更倾向于自主学习。作为回应,为了提高可及性和交付的保真度,对培训进行了调整,包括自主学习,并更加注重发展必要的技能和知识,以便根据干预措施交付原则提供便利。结论:本研究概述了优化医疗保健专业人员培训的过程,其中的学习适用于其他基于群体的医疗保健设置。研究结果强调,医疗保健专业人员需要发展与忠实提供此类干预措施相一致的技能,以最大限度地提高潜在效果。灵活的、自我导向的培训形式可以提高可行性和可接受性,平衡医疗保健专业人员的需求和干预要求,并为提供团体护理的人员提供有价值的、新颖的培训资源。
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引用次数: 0
Dietetic Service Provision in Paediatric Intestinal Failure: A National Survey 儿童肠衰竭的饮食服务提供:一项全国性调查
IF 2.5 3区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2026-01-28 DOI: 10.1111/jhn.70208
Ruth Stanley, David M. Bourne

Objective

To date, no guidance exists for the whole time equivalent (WTE) that should be allocated for each member of paediatric intestinal failure (IF) team. This study aims to identify current service provision for paediatric dietitians in IF across England and if this is adequate to allow dietitians to meet all aspects of their job plans.

Method

Two prospective online surveys were sent to paediatric IF services in England. Survey one focused on measuring the number of home parental nutrition (HPN) patients and current dietetic service provision. Survey two focused on workload demands sustainability.

Results

Three hundred twenty-six children received HPN with a prevalence rate of 29/million children. Regionally, prevalence rates ranged from 11.7/million to 65.8/million children. Total dietitian provision was 12.2 WTE, with the median per Trust 1.2 WTE. Higher WTE rates did not equate to higher HPN prevalence rates.

Survey two had 10 participants, 8/10 (80%) felt they did not have enough time to perform their job fully. 5/10 (50%) of participants reported caseloads to be unsafe. 10/10 (100%) of participants work above their contracted hours.

Conclusion

This study indicates a regional inequality of dietetic service provision, especially when compared with the prevalence of HPN within each area. Participants are unable to complete all aspects of their job plan with the current dietetic service provision. Further national guidance and research are required to develop standards detailing the requirements of adequate service provision for paediatric IF dietitians to provide a safe and sustainable service.

目的迄今为止,还没有针对儿科肠衰竭(IF)小组每个成员分配的总时间当量(WTE)的指南。这项研究的目的是确定目前的服务提供给儿科营养师在整个英格兰,如果这足以让营养师满足他们的工作计划的各个方面。方法向英国儿科IF服务机构发送两份前瞻性在线调查。调查一的重点是测量家庭父母营养(HPN)患者的数量和目前的饮食服务提供情况。调查二关注工作量需求的可持续性。结果326例儿童接受HPN治疗,患病率为29/ 100万。从区域来看,患病率为11.7/百万至6580 /百万。总营养师供应为12.2 WTE,每个信托基金的中位数为1.2 WTE。较高的WTE率并不等同于较高的HPN患病率。调查二共有10名参与者,8/10(80%)的人认为他们没有足够的时间来充分完成工作。5/10(50%)的参与者报告病例量不安全。10/10(100%)的参与者超时工作。结论本研究表明,膳食服务的提供存在地区不平等,特别是在与每个地区的HPN患病率进行比较时。以现时的膳食服务,参加者无法完成工作计划的所有方面。需要进一步的国家指导和研究,以制定标准,详细说明为儿科IF营养师提供充分服务的要求,以提供安全和可持续的服务。
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引用次数: 0
The Content of Dietary Melatonin in 119 Food Items and Its Relationship With Chronic Diseases: Results of the CUME+ Study 119种食物中褪黑素的含量及其与慢性疾病的关系:CUME+研究的结果
IF 2.5 3区 医学 Q3 NUTRITION & DIETETICS Pub Date : 2026-01-26 DOI: 10.1111/jhn.70193
Gilmara Alves Zanirate, Josefina Bressan, Arieta Carla Gualandi Leal, Adriano Marçal Pimenta, Helen Hermana Miranda Hermsdorff

Background

Dietary melatonin, naturally occurring in plant- and animal-based foods, has been linked to beneficial effects on sleep, mood and metabolic health. Although evidence suggests that food-derived melatonin may elevate circulating levels, few studies have assessed its intake through habitual diets or explored associations with chronic disease outcomes in adults.

Methods

We conducted a cross-sectional analysis within an open cohort of university graduates (baseline data). Dietary intake was evaluated using a validated 144-item Food Frequency Questionnaire (FFQ), and melatonin intake was estimated based on published concentrations. Sleep duration was also assessed through the questionnaire. Associations between dietary melatonin and selected health outcomes, including depression, obesity, hypertension, type 2 diabetes mellitus, metabolic syndrome, dyslipidemia, obstructive sleep apnoea and sleep duration, were examined across quintiles of intake using logistic regression and Poisson regression models with robust variance, adjusted for potential confounders.

Results

Melatonin content was assigned to 82.6% of the FFQ items, with concentrations ranging from 0 to 169.9 ng/g. Among 8320 participants, most were women (67.7%), with a mean age of 35.9 ± 9.6 years; 48.1% were single. Mean dietary melatonin intake was 25554.7 ± 13876.2 ng/day. In multivariate models, obesity was inversely associated with melatonin intake in Q2 (IRR 0.81, 95%CI 0.69–0.96); Q3 (IRR 0.72, 95%CI 0.60–0.86) and Q4 (IRR 0.79, 95%CI 0.67–0.94). Depression was inversely associated in Q3 (IRR 0.79, 95%CI 0.67–0.93) and Q4 (IRR 0.79, 95%CI 0.67–0.94), suggesting a nonlinear dose–response pattern.

Conclusion

Dietary melatonin intake was inversely associated with obesity and depression, with a non-linear dose–response pattern observed for depression. No significant associations were found with other chronic conditions or sleep duration. Longitudinal and experimental studies are needed to confirm these findings and clarify underlying mechanisms.

背景:天然存在于植物性和动物性食物中的膳食褪黑素对睡眠、情绪和代谢健康有有益影响。尽管有证据表明食物来源的褪黑激素可能会提高循环水平,但很少有研究评估其通过习惯性饮食摄入或探索成人慢性疾病结局的关系。方法:我们在一个开放的大学毕业生队列(基线数据)中进行了横断面分析。使用经过验证的144项食物频率问卷(FFQ)评估饮食摄入量,并根据公布的浓度估计褪黑素摄入量。睡眠时间也通过问卷进行评估。膳食褪黑素与选定的健康结果(包括抑郁、肥胖、高血压、2型糖尿病、代谢综合征、血脂异常、阻塞性睡眠呼吸暂停和睡眠持续时间)之间的关联,采用logistic回归和泊松回归模型进行了跨五分位数摄入的检验,并对潜在的混杂因素进行了校正。结果:褪黑素含量为82.6%的FFQ项目,浓度范围为0至169.9 ng/g。8320名参与者中,女性居多(67.7%),平均年龄35.9±9.6岁;48.1%是单身。平均膳食褪黑素摄入量为25554.7±13876.2 ng/d。在多变量模型中,肥胖与第二季度褪黑素摄入量呈负相关(IRR 0.81, 95%CI 0.69-0.96);Q3 (IRR 0.72, 95%CI 0.60-0.86)和Q4 (IRR 0.79, 95%CI 0.67-0.94)。抑郁在Q3 (IRR 0.79, 95%CI 0.67-0.93)和Q4 (IRR 0.79, 95%CI 0.67-0.94)呈负相关,提示呈非线性剂量-反应模式。结论:膳食中褪黑素的摄入量与肥胖和抑郁呈负相关,且与抑郁呈非线性剂量-反应模式。没有发现与其他慢性疾病或睡眠时间有显著关联。需要纵向和实验研究来证实这些发现并阐明潜在的机制。
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引用次数: 0
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Journal of Human Nutrition and Dietetics
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