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A Randomized Trial of Vitamin D Supplementation and COVID-19 Clinical Outcomes and Long COVID: The Vitamin D for COVID-19 Trial. 补充维生素D与COVID-19临床结局的随机试验和长COVID:维生素D治疗COVID-19试验。
IF 3.8 3区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2026-03-12 DOI: 10.1016/j.tjnut.2026.101398
Davaasambuu Ganmaa, Kaitlyn A Cook, Polyna Khudyakov, Dorjbal Enkhjargal, Tsolmon Bilegtsaikhan, Kenneth H Mayer, Allison Clar, Michael Rueschman, Raji Balasubramanian, Aditi Hazra, Howard D Sesso, Valerie E Stone, Patricia Copeland, Georgina Friedenberg, Douglas C Smith, Quanhong Lei, Todd Lee, Emily G McDonald, Tserenkhuu Enkhtsetseg, Erdenebaatar Sumiya, Yansanjav Narankhuu, Myagmarsuren Erdenetuya, Dalkh Tserendagva, Rikard Landberg, Niclas Roxhed, Susanne Rautiainen Lagerström, JoAnn E Manson

Background: Data from randomized controlled trials of vitamin D3 supplementation in modifying the course of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infections are sparse.

Objectives: We evaluated the effect of vitamin D3 supplementation on healthcare utilization and other clinical outcomes among adults with coronavirus disease 2019 (COVID-19) and their close contacts.

Methods: We conducted a parallel 2-group randomized controlled double-blinded trial targeting free-living adults in the United States and Mongolia. Index participants with newly diagnosed COVID-19 were cluster-randomized with up to one of their cohabiting contacts either to an oral vitamin D3 loading dose of 9600 IU/d for 2 d followed by 3200 IU/d for 4 wk or to placebo. Participants completed weekly questionnaires on healthcare utilization, disease severity, and long COVID (index participants) or new SARS-CoV-2 infection (household contacts). The primary outcome was ≥1 healthcare visits (including hospitalization) or death within 4 wk among the index participants.

Results: Index participants (n = 1747) were a median of 38.0 y old (IQR: 31.1-47.0), 65.6% female/other sex, 4.2% Black non-Hispanic, 4.8% Hispanic/Latinx, 43.2% Asian, 44.3% non-Hispanic White, and 44.9% vitamin D deficient or insufficient (25-hydroxyvitamin D3 <20 ng/mL). Baseline characteristics for the household contacts (n = 277) were similar. The 4-wk cumulative incidence of healthcare utilization in index participants did not significantly differ between the vitamin D3 (n = 863) and placebo (n = 884) groups [cumulative incidences, 0.28 compared with 0.29; odds ratio (OR), 0.97; 95% confidence interval (CI): 0.75, 1.24]. Similar nonsignificant results were observed for the prespecified secondary treatment and prevention outcomes, though per-protocol analyses showed a nonsignificant trend toward benefit of vitamin D3 on the prevalence of long COVID at 8 wk (OR, 0.78; 95% CI: 0.59, 1.03). No safety concerns were identified.

Conclusions: Among adults with newly diagnosed SARS-CoV-2 infections, vitamin D3 supplementation did not significantly change the 4-wk cumulative incidence of healthcare utilization or COVID-19-related outcomes compared with placebo. Promising results for long COVID warrant further study. This study was registered at clinicaltrials.gov as NCT04536298. First registered on 1 September, 2020.

背景:补充维生素D3改善严重急性呼吸综合征冠状病毒2 (SARS-CoV-2)感染过程的随机对照试验数据很少。目的:评估补充维生素D3对2019冠状病毒病(COVID-19)成人及其密切接触者的医疗保健利用和其他临床结局的影响。方法:我们针对美国和蒙古的自由生活成年人进行了一项平行的2组随机对照双盲试验。新诊断为COVID-19的指数参与者被随机分组,最多有一名同居接触者,要么口服维生素D3剂量为9600 IU/d,持续2天,然后服用3200 IU/d,持续4周,要么服用安慰剂。参与者每周完成关于医疗保健利用、疾病严重程度、COVID(指数参与者)或新发SARS-CoV-2感染(家庭接触者)的问卷调查。主要结局指标为4周内患者就诊次数≥1次(包括住院)或死亡。结果:指数参与者(n = 1747)的中位年龄为38.0岁(IQR: 33.1 -47.0), 65.6%为女性/其他性别,4.2%为非西班牙裔黑人,4.8%为西班牙裔/拉丁裔,43.2%为亚洲人,44.3%为非西班牙裔白人,44.9%为维生素D缺乏或不足(25-羟基维生素D3 3 (n = 863)和安慰剂(n = 884)组[累积发病率,0.28比0.29;优势比(OR), 0.97;95%置信区间(CI): 0.75, 1.24]。在预先指定的二次治疗和预防结果中,观察到类似的无显著性结果,尽管按方案分析显示维生素D3对8周长COVID患病率的益处无显著趋势(OR, 0.78; 95% CI: 0.59, 1.03)。没有发现安全隐患。结论:在新诊断的SARS-CoV-2感染的成年人中,与安慰剂相比,补充维生素D3没有显著改变4周医疗保健利用的累积发生率或covid -19相关结局。长期COVID的有希望的结果值得进一步研究。该研究已在clinicaltrials.gov注册为NCT04536298。首次注册于2020年9月1日。
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引用次数: 0
Location-specific predictors of double burden of malnutrition among Nigerian Mother-Child pairs: Re-evaluating dietary quality and socioeconomic factors. 尼日利亚母子营养不良双重负担的特定地点预测因素:重新评估饮食质量和社会经济因素。
IF 3.8 3区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2026-03-12 DOI: 10.1016/j.tjnut.2026.101478
Beulah F Ortutu, Faidat A Adeleke, Hajara Idris, Chiamaka J Ezenwa, Adeleke A Folasade, Okemudi Nwonye, Linda O Edafioghor, Ifeoma M Egechizuorom, Gideon O Iheme

Background: The double burden of malnutrition (DBM), classified as the coexistence of maternal overweight or obesity or maternal undernutrition and child undernutrition or childhood overweight/obesity, within the same household, is an increasing concern in Nigeria. Drivers of DBM may differ by location due to urbanization, socioeconomic gradients, and dietary transitions.

Objective: This study examined location-specific predictors of DBM among Nigerian mother-child pairs, with a focus on child dietary quality, maternal education, household food insecurity, and wealth index.

Methods: A descriptive cross-sectional study using a stratified multistage sampling technique was conducted among 1,295 mother-child pairs (children aged 6 - 23 months) across four Nigerian cities. Child nutritional status was assessed using WHO growth standards, and maternal BMI was classified according to WHO adult cutoffs. Household food insecurity, dietary diversity, minimum meal frequency, and wealth index were measured using validated tools. Associations between predictors and DBM were examined using chi-square tests and generalized estimating equations, including interaction and stratified analyses by location.

Results: DBM prevalence was 37.4%, with the most frequent phenotype being overweight mothers and undernourished children (34%). Semi-urban residence (adjusted odds ratio [AOR]: 2.11; 95% CI: 1.93-2.30), food secure households (AOR: 1.22; 95% CI: 1.09-1.37), and not meeting the minimum meal frequency (AOR: 1.41; 95% CI: 1.04-1.92) were associated with an increased risk of DBM.

Conclusions: DBM among Nigerian mother-child pairs is shaped by dietary factors. Context-specific interventions are needed, with a focus on improving child diet quality in semi-urban areas.

背景:营养不良的双重负担(DBM)被归类为同一家庭中母亲超重或肥胖或母亲营养不足与儿童营养不足或儿童超重/肥胖共存,这是尼日利亚日益关注的问题。由于城市化、社会经济梯度和饮食转变,DBM的驱动因素可能因地而异。目的:本研究考察了尼日利亚母子对中DBM的特定地点预测因素,重点关注儿童饮食质量、母亲教育、家庭粮食不安全和财富指数。方法:采用分层多阶段抽样技术的描述性横断面研究在尼日利亚四个城市的1,295对母子(6 - 23个月的儿童)中进行。使用世卫组织生长标准评估儿童营养状况,并根据世卫组织成人临界值对母亲BMI进行分类。使用经过验证的工具测量了家庭粮食不安全、饮食多样性、最低用餐频率和财富指数。使用卡方检验和广义估计方程检验预测因子与DBM之间的关联,包括相互作用和按位置分层分析。结果:DBM患病率为37.4%,最常见的表型是超重母亲和营养不良儿童(34%)。半城市居住(调整优势比[AOR]: 2.11; 95% CI: 1.93-2.30)、食物安全家庭(AOR: 1.22; 95% CI: 1.09-1.37)和不满足最低用餐频率(AOR: 1.41; 95% CI: 1.04-1.92)与DBM风险增加相关。结论:尼日利亚母子对DBM受饮食因素影响。需要针对具体情况采取干预措施,重点是改善半城市地区儿童的饮食质量。
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引用次数: 0
Selenium Status is Associated with Living Environment and Dietary Intake among Children Aged 3-17 Years in China. 中国3-17岁儿童硒水平与生活环境和膳食摄入相关
IF 3.8 3区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2026-03-12 DOI: 10.1016/j.tjnut.2026.101480
Yu Zhou, Shan Jiang, Xuehong Pang, Shujuan Li, Yifan Duan, Shuxia Wang, Wei Cao, Qian Zhang, Tao Xu, Bowen Chen, Yuying Wang, Zhenyu Yang, Wenhua Zhao

Background: Selenium is essential for children's health and either deficiency or excess could pose serious health risks. However, nationwide data on selenium nutrition in Chinese children are still lacking, as current studies were primarily limited to historically deficient regions affected by Keshan disease (KD) and Kashin-Beck disease (KBD).

Objective: This study aims to investigate the relationship between the living environment, geographic factors, dietary intake, and the selenium status of Chinese children aged 3-17 years.

Methods: Data were derived from the National Nutrition and Health Systematic Survey for children aged 0-17 years (CNHSC), conducted between 2019 and 2021. Field surveys were conducted to collect general demographic information, and a food frequency questionnaire (FFQ) was used to assess dietary intake. Blood selenium concentrations were measured using Inductively Coupled Plasma Mass Spectrometry (ICP-MS, Agilent 7700x), with a cutoff value of 70 μg/L indicating inadequate selenium status.

Results: The results revealed that the blood selenium concentration of children aged 15-17 years (92.93 μg/L) was higher than that of other age groups. Additionally, children from rural western areas, with a selenium concentration of 83.28 μg/L, significantly more vulnerable to inadequate selenium status compared to those from eastern cities [odds ratio (OR) = 20.56 (10.77-39.25)]. Dietary intake of dairy products [OR= 0.58 (0.44-0.75)], meats [≥7 times per week: OR= 0.48 (0.36-0.64), 3-7 times per week: OR= 0.65 (0.48-0.90)], and aquatic products [OR= 0.53 (0.37-0.75)] were identified as protective factors against inadequate selenium status (p < 0.001).

Conclusion: This study suggests that children in rural western areas may be a priority population for future interventions to improve selenium status. A moderate increase in the consumption of selenium-rich foods, such as dairy products, meats, and aquatic products, is recommended to reduce the prevalence of inadequate selenium status in these regions.

背景:硒对儿童健康至关重要,缺乏或过量都可能造成严重的健康风险。然而,关于中国儿童硒营养的全国性数据仍然缺乏,因为目前的研究主要局限于受克山病(KD)和大骨节病(KBD)影响的历史缺乏地区。目的:探讨中国3-17岁儿童生活环境、地理因素、膳食摄入量与硒含量的关系。方法:数据来源于2019年至2021年开展的0-17岁儿童全国营养与健康系统调查(CNHSC)。实地调查收集一般人口统计信息,并采用食物频率问卷(FFQ)评估膳食摄入量。采用电感耦合等离子体质谱(ICP-MS, Agilent 7700x)测定血硒浓度,截止值为70 μg/L表明硒不足。结果:15 ~ 17岁儿童血硒浓度(92.93 μg/L)高于其他年龄组;此外,西部农村地区儿童硒浓度为83.28 μg/L,明显比东部城市儿童更容易出现硒缺乏状态[比值比(OR) = 20.56(10.77-39.25)]。饮食摄入乳制品[OR= 0.58(0.44-0.75)]、肉类[每周≥7次:OR= 0.48(0.36-0.64),每周3-7次:OR= 0.65(0.48-0.90)]和水产品[OR= 0.53(0.37-0.75)]被确定为预防硒不足的保护因素(p < 0.001)。结论:本研究提示西部农村儿童可能是未来干预改善硒状况的优先人群。建议适度增加富含硒的食物的消费,如乳制品、肉类和水产品,以减少这些地区硒不足状况的普遍存在。
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引用次数: 0
Effects of Soluble Corn Fiber Consumption on Executive Functions and Gut Microbiota in Middle to Older Age Adults: A Randomized Controlled Crossover Trial. 可溶性玉米纤维摄入对中老年成年人执行功能和肠道微生物群的影响:一项随机对照交叉试验
IF 3.8 3区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2026-03-11 DOI: 10.1016/j.tjnut.2026.101473
David A Alvarado, Tori A Holthaus, Shelby Martell, Nicole L Southey, Marco Atallah, Rhea Sarma, David Revilla, Marina Brown, Twinkle Mehta, Naiman A Khan, Hannah D Holscher

Background: Dietary fiber may support cognition through gastrointestinal-microbiota mechanisms, but clinical evidence is limited.

Objectives: We aimed to determine whether soluble corn fiber (SCF) improved cognition and altered fecal microbiota and fermentation end products in adults.

Methods: In a randomized, double-blind, crossover trial, 42 healthy adults (45-75y) consumed SCF (18g/d) or a maltodextrin placebo control (CON: 22g/d) for 4 weeks, separated by a washout. Cognitive outcomes included executive function with event-related potentials, relational memory, neuropsychological performance, and mood. Secondary outcomes included fecal microbiota, metabolomics, and gastrointestinal tolerance. Tertiary analyses related microbial and metabolite changes to cognitive improvements using correlation, mediation, and moderation models, and explored SCF fermentation pathways with 16S-predicted functional profiling, shotgun metagenomics and in vitro culturing.

Results: SCF improved reaction times (RT) during congruent (β = -9.8 ms, 95% CI: [-18.4, -1.2], FDR P = 0.01) and incongruent (β = -14.2 ms, 95% CI: [-22.8, -5.6], FDR P = 0.003) flanker trials and increased Parabacteroides (∼4-fold, β = 1.44 log, 95% CI [1.01, 1.88], FDR P < 0.001). At the SCF endpoint, congruent RT tended to be inversely associated with fecal acetate (ρ = -0.33) and propionate (ρ = -0.36), while Parabacteroides was marginally positively associated with acetate (ρ = 0.34) (all FDR P < 0.1). Moderation analyses indicated that SCF-RT relation varied by Parabacteroides magnitude change. At endpoint, SCF increased predicted functional potential of carbohydrate-related KOs and pathways (FDR P < 0.05). In vitro culturing confirmed P. distasonis ferments SCF.

Conclusion: SCF consumption improved attentional inhibition, altered the gut microbiota, and selectively enriched Parabacteroides. Although mediation analyses did not support a direct microbiota-to-cognition pathway, moderation analyses suggested that SCF-related cognitive effects may depend in part on Parabacteroides abundance. Collectively, these findings suggest that certain cognitive benefits of SCF consumption may be partly underpinned by the gut microbiota.

Clinical trial registry: NCT05066425 (https://clinicaltrials.gov/study/NCT05066425).

背景:膳食纤维可能通过胃肠道-微生物群机制支持认知,但临床证据有限。目的:我们旨在确定可溶性玉米纤维(SCF)是否能改善成年人的认知能力,改变粪便微生物群和发酵终产物。方法:在一项随机、双盲、交叉试验中,42名健康成年人(45-75岁)连续4周服用SCF (18g/d)或麦芽糖糊精安慰剂对照(CON: 22g/d),通过洗脱期分开。认知结果包括带有事件相关电位的执行功能、关系记忆、神经心理表现和情绪。次要结果包括粪便微生物群、代谢组学和胃肠道耐受性。利用相关性、中介和调节模型分析了相关微生物和代谢物变化与认知改善的关系,并利用16s预测的功能谱、霰弹枪宏基因组学和体外培养探索了SCF发酵途径。结果:SCF改善了同侧试验(β = -9.8 ms, 95% CI: [-18.4, -1.2], FDR P = 0.01)和不同侧试验(β = -14.2 ms, 95% CI: [-22.8, -5.6], FDR P = 0.003)的反应时间(RT),增加了拟abacteroides(~ 4倍,β = 1.44 log, 95% CI [1.01, 1.88], FDR P < 0.001)。在SCF终点,一致RT倾向于与粪便醋酸盐(ρ = -0.33)和丙酸盐(ρ = -0.36)呈负相关,而拟abacteroides与乙酸盐呈边际正相关(ρ = 0.34)(所有FDR P < 0.1)。适度分析表明,SCF-RT关系随副杆菌的大小变化而变化。在终点,SCF增加了碳水化合物相关的KOs和通路的预测功能电位(FDR P < 0.05)。体外培养证实了变形假单胞菌发酵SCF。结论:SCF的摄入改善了注意力抑制,改变了肠道微生物群,并选择性地丰富了副芽孢杆菌。虽然中介分析不支持直接的微生物群-认知途径,但适度分析表明,scf相关的认知效应可能部分取决于拟杆菌的丰度。总的来说,这些发现表明,食用SCF的某些认知益处可能部分受到肠道微生物群的支持。临床试验注册:NCT05066425 (https://clinicaltrials.gov/study/NCT05066425)。
{"title":"Effects of Soluble Corn Fiber Consumption on Executive Functions and Gut Microbiota in Middle to Older Age Adults: A Randomized Controlled Crossover Trial.","authors":"David A Alvarado, Tori A Holthaus, Shelby Martell, Nicole L Southey, Marco Atallah, Rhea Sarma, David Revilla, Marina Brown, Twinkle Mehta, Naiman A Khan, Hannah D Holscher","doi":"10.1016/j.tjnut.2026.101473","DOIUrl":"https://doi.org/10.1016/j.tjnut.2026.101473","url":null,"abstract":"<p><strong>Background: </strong>Dietary fiber may support cognition through gastrointestinal-microbiota mechanisms, but clinical evidence is limited.</p><p><strong>Objectives: </strong>We aimed to determine whether soluble corn fiber (SCF) improved cognition and altered fecal microbiota and fermentation end products in adults.</p><p><strong>Methods: </strong>In a randomized, double-blind, crossover trial, 42 healthy adults (45-75y) consumed SCF (18g/d) or a maltodextrin placebo control (CON: 22g/d) for 4 weeks, separated by a washout. Cognitive outcomes included executive function with event-related potentials, relational memory, neuropsychological performance, and mood. Secondary outcomes included fecal microbiota, metabolomics, and gastrointestinal tolerance. Tertiary analyses related microbial and metabolite changes to cognitive improvements using correlation, mediation, and moderation models, and explored SCF fermentation pathways with 16S-predicted functional profiling, shotgun metagenomics and in vitro culturing.</p><p><strong>Results: </strong>SCF improved reaction times (RT) during congruent (β = -9.8 ms, 95% CI: [-18.4, -1.2], FDR P = 0.01) and incongruent (β = -14.2 ms, 95% CI: [-22.8, -5.6], FDR P = 0.003) flanker trials and increased Parabacteroides (∼4-fold, β = 1.44 log, 95% CI [1.01, 1.88], FDR P < 0.001). At the SCF endpoint, congruent RT tended to be inversely associated with fecal acetate (ρ = -0.33) and propionate (ρ = -0.36), while Parabacteroides was marginally positively associated with acetate (ρ = 0.34) (all FDR P < 0.1). Moderation analyses indicated that SCF-RT relation varied by Parabacteroides magnitude change. At endpoint, SCF increased predicted functional potential of carbohydrate-related KOs and pathways (FDR P < 0.05). In vitro culturing confirmed P. distasonis ferments SCF.</p><p><strong>Conclusion: </strong>SCF consumption improved attentional inhibition, altered the gut microbiota, and selectively enriched Parabacteroides. Although mediation analyses did not support a direct microbiota-to-cognition pathway, moderation analyses suggested that SCF-related cognitive effects may depend in part on Parabacteroides abundance. Collectively, these findings suggest that certain cognitive benefits of SCF consumption may be partly underpinned by the gut microbiota.</p><p><strong>Clinical trial registry: </strong>NCT05066425 (https://clinicaltrials.gov/study/NCT05066425).</p>","PeriodicalId":16620,"journal":{"name":"Journal of Nutrition","volume":" ","pages":"101473"},"PeriodicalIF":3.8,"publicationDate":"2026-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147457502","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
Interactions between Dietary Protein and Vegetable Fiber via the Gut Microbiota Are Associated with Cecal Fermentation Profiles and IgA Responses in Rats. 膳食蛋白质和植物纤维通过肠道菌群的相互作用与大鼠盲肠发酵特征和IgA反应有关
IF 3.8 3区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2026-03-11 DOI: 10.1016/j.tjnut.2026.101469
Suzuna Shigetomi, Natsumi Fujimoto, Kana Hirano, Tsukasa Matsuda, Chikara Kato, Naomichi Nishimura, Shingo Hino

Background: Influence of dietary protein and its interaction with dietary fiber (DF) on gut microbiota, fermentation, and host immunity, particularly immunoglobulin A (IgA) responses, is not fully understood.

Objective: This study examined how gut microbiota adapt to dietary protein, subsequently influencing fermentation profiles and IgA responses, and how these effects are modulated by co-ingestion of vegetable fiber (VF).

Methods: Male Wistar rats (5 weeks old) were fed one of six diets varying in protein (casein, soy, egg white) and DF (cellulose, VF) source for 14 days (n = 6/group). Cecal microbial composition, organic acids, ammonia, IgA, and immune-related gene expression as well as fecal IgA were analyzed. Data were analyzed using two-way or aligned rank transform (ART) ANOVA. Microbiota composition was assessed using permutational multivariate ANOVA (PERMANOVA) and ANOVA-like differential expression tool version 2 (ALDEx2), and Spearman's rank correlation was applied for microbial co-occurrence network construction and correlation analysis.

Results: Soy protein-VF diet yielded the highest alpha-diversity, while egg white protein-VF diet yielded the lowest across multiple indices (P < 0.05). Beta-diversity analysis confirmed distinct clustering among dietary groups (P < 0.001), while network analysis showed that protein source affected community structure. Soy protein-VF diet showed an increase in n-butyrate production relative to soy protein-cellulose diet (49.09 vs. 17.28 μmol/cecum, P < 0.05). Egg white protein-cellulose diet showed the highest ammonia production that was suppressed by VF co-ingestion (155.52 vs. 61.66 μmol/cecum, P < 0.05). Notably, cecal IgA showed a positive correlation with ammonia (ρ = 0.67, P-adj. < 0.01).

Conclusions: In rats, dietary protein and its interaction with VF are associated with compositionally distinct microbial signatures that influence fermentation profiles and IgA responses in the cecum. These findings highlight the importance of considering protein-fiber combinations when designing dietary interventions to optimize gut health.

背景:膳食蛋白质及其与膳食纤维(DF)的相互作用对肠道微生物群、发酵和宿主免疫,特别是免疫球蛋白A (IgA)反应的影响尚不完全清楚。目的:本研究探讨肠道菌群如何适应膳食蛋白质,进而影响发酵特征和IgA反应,以及这些影响如何通过共摄入植物纤维(VF)来调节。方法:雄性Wistar大鼠(5周龄)分别饲喂6种不同蛋白质(酪蛋白、大豆、蛋清)和纤维素(纤维素、VF)来源的饲粮,饲喂14 d (n = 6/组)。分析盲肠微生物组成、有机酸、氨、IgA、免疫相关基因表达及粪便IgA。数据分析采用双向或对齐秩变换(ART)方差分析。采用perational multivariate ANOVA (PERMANOVA)和ANOVA-like differential expression tool version 2 (ALDEx2)评估微生物群组成,并采用Spearman's rank correlation进行微生物共现网络构建和相关分析。结果:各项指标中,大豆蛋白- vf饲料的α多样性最高,蛋清蛋白- vf饲料的α多样性最低(P < 0.05)。β -多样性分析证实了不同膳食组之间存在明显的聚类(P < 0.001),而网络分析表明蛋白质来源影响了群落结构。大豆蛋白- vf饲粮的正丁酸盐产量高于大豆蛋白-纤维素饲粮(49.09 μmol/盲肠,P < 0.05)。蛋清蛋白-纤维素饲粮的氨产量最高(155.52 μmol/盲肠vs. 61.66 μmol/盲肠,P < 0.05)。值得注意的是,盲肠IgA与氨呈正相关(ρ = 0.67, P-adj)。< 0.01)。结论:在大鼠中,膳食蛋白质及其与VF的相互作用与组成不同的微生物特征相关,这些特征影响盲肠中的发酵特征和IgA反应。这些发现强调了在设计饮食干预措施以优化肠道健康时考虑蛋白质-纤维组合的重要性。
{"title":"Interactions between Dietary Protein and Vegetable Fiber via the Gut Microbiota Are Associated with Cecal Fermentation Profiles and IgA Responses in Rats.","authors":"Suzuna Shigetomi, Natsumi Fujimoto, Kana Hirano, Tsukasa Matsuda, Chikara Kato, Naomichi Nishimura, Shingo Hino","doi":"10.1016/j.tjnut.2026.101469","DOIUrl":"https://doi.org/10.1016/j.tjnut.2026.101469","url":null,"abstract":"<p><strong>Background: </strong>Influence of dietary protein and its interaction with dietary fiber (DF) on gut microbiota, fermentation, and host immunity, particularly immunoglobulin A (IgA) responses, is not fully understood.</p><p><strong>Objective: </strong>This study examined how gut microbiota adapt to dietary protein, subsequently influencing fermentation profiles and IgA responses, and how these effects are modulated by co-ingestion of vegetable fiber (VF).</p><p><strong>Methods: </strong>Male Wistar rats (5 weeks old) were fed one of six diets varying in protein (casein, soy, egg white) and DF (cellulose, VF) source for 14 days (n = 6/group). Cecal microbial composition, organic acids, ammonia, IgA, and immune-related gene expression as well as fecal IgA were analyzed. Data were analyzed using two-way or aligned rank transform (ART) ANOVA. Microbiota composition was assessed using permutational multivariate ANOVA (PERMANOVA) and ANOVA-like differential expression tool version 2 (ALDEx2), and Spearman's rank correlation was applied for microbial co-occurrence network construction and correlation analysis.</p><p><strong>Results: </strong>Soy protein-VF diet yielded the highest alpha-diversity, while egg white protein-VF diet yielded the lowest across multiple indices (P < 0.05). Beta-diversity analysis confirmed distinct clustering among dietary groups (P < 0.001), while network analysis showed that protein source affected community structure. Soy protein-VF diet showed an increase in n-butyrate production relative to soy protein-cellulose diet (49.09 vs. 17.28 μmol/cecum, P < 0.05). Egg white protein-cellulose diet showed the highest ammonia production that was suppressed by VF co-ingestion (155.52 vs. 61.66 μmol/cecum, P < 0.05). Notably, cecal IgA showed a positive correlation with ammonia (ρ = 0.67, P-adj. < 0.01).</p><p><strong>Conclusions: </strong>In rats, dietary protein and its interaction with VF are associated with compositionally distinct microbial signatures that influence fermentation profiles and IgA responses in the cecum. These findings highlight the importance of considering protein-fiber combinations when designing dietary interventions to optimize gut health.</p>","PeriodicalId":16620,"journal":{"name":"Journal of Nutrition","volume":" ","pages":"101469"},"PeriodicalIF":3.8,"publicationDate":"2026-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147457692","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
Influence of Singular First Foods on the Infant Gut Microbiome: A Randomized Controlled Trial. 单一第一食物对婴儿肠道微生物群的影响:一项随机对照试验。
IF 3.8 3区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2026-03-11 DOI: 10.1016/j.tjnut.2026.101470
Lynn E Ferro, Kyle Bittinger, Sabrina P Trudo, Jae Kyeom Kim, Clarisse M Hunt, Benjamin Brewer, Shawn W Polson, Jillian C Trabulsi

Background: The gastrointestinal microbiome, integral to immune function, inflammation, and metabolism, becomes less malleable with age, making early dietary exposures, particularly first complementary foods (CFs), important in its development.

Objective: To evaluate the effect of different first CFs on the infant gut microbiome in a pilot, randomized, controlled trial.

Methods: Vaginally delivered, exclusively human milk (HM) fed infants (n=43) with no prior CF exposure were randomized to one of four groups (oatmeal cereal, beef, carrot, prune) (NCT05492253). Infants were fed the randomized food (with HM) for one week (phase 1), followed by oatmeal cereal for another week (phase 2). Daily stool samples were collected and sequenced (full-length V1-V9 16S rRNA gene amplicons).

Results: In phase 1, oatmeal cereal increased observed ASVs compared to beef (p=0.024). Prune increased Bacteroides ovatus (p=0.001) and Klebsiella pneumoniae (p=0.011), while oatmeal cereal increased Enterococcus spp. (p=0.030) relative to beef. In phase 2, oatmeal cereal following beef resulted in increased Shannon diversity (p=0.0497) and following prune increased Faith's phylogenetic diversity (p=0.015). Unweighted UniFrac distances differed when oatmeal cereal followed prune compared to continuing oatmeal cereal (p=0.042). Veillonella infantium increased with continued oatmeal cereal consumption compared to beef (p=0.002) or carrot (p=0.002) followed by oatmeal cereal. After prune, oatmeal cereal increased Lactobacillus rhamnosus and Enterococcus faecalis, and decreased Klebsiella pneumoniae and Clostridium neonatale (all p<0.05).

Conclusions: Beef as a CF is nutritionally desirable as it contains important minerals lacking in HM, yet resulted in a less diverse microbial profile. Since fruit and vegetables yielded comparable diversity to cereal, future research should investigate whether introducing meat alongside fruits and vegetables offers a balanced alternative to early reliance on cereals and further evaluate how first foods influence taxa abundance at the genus and species level and the resulting immune-related and metabolic pathways.

背景:胃肠道微生物群是免疫功能、炎症和代谢的组成部分,随着年龄的增长,其可塑性变得越来越弱,因此早期饮食暴露,特别是第一辅食(CFs),对其发育至关重要。目的:在一项先导、随机、对照试验中,评价不同的初始CFs对婴儿肠道微生物组的影响。方法:将未暴露于CF的经阴道分娩、纯母乳喂养的婴儿(n=43)随机分为四组(燕麦、牛肉、胡萝卜、西梅)(NCT05492253)。婴儿喂食随机食物(含HM)一周(第一阶段),然后再喂食燕麦麦片一周(第二阶段)。每天收集粪便样本并测序(全长V1-V9 16S rRNA基因扩增子)。结果:在一期试验中,燕麦谷物比牛肉增加了观察到的asv (p=0.024)。与牛肉相比,梅干增加了卵形拟杆菌(p=0.001)和肺炎克雷伯菌(p=0.011),燕麦粥增加了肠球菌(p=0.030)。在阶段2中,继牛肉之后的燕麦谷物增加了Shannon的多样性(p=0.0497),继西梅增加了Faith的系统发育多样性(p=0.015)。未加权的UniFrac距离不同于连续的燕麦片和燕麦片(p=0.042)。与食用牛肉(p=0.002)或胡萝卜(p=0.002)相比,继续食用燕麦粥会增加婴儿细孔菌的数量,其次是燕麦粥。在西梅之后,燕麦谷物增加了鼠李糖乳杆菌和粪肠球菌,减少了肺炎克雷伯菌和新生儿梭菌。结论:牛肉作为CF在营养上是可取的,因为它含有HM中缺乏的重要矿物质,但导致微生物多样性较少。由于水果和蔬菜的多样性与谷物相当,未来的研究应该调查在水果和蔬菜的同时引入肉类是否为早期对谷物的依赖提供了一个平衡的替代方案,并进一步评估第一食物如何影响属和种水平的分类群丰度,以及由此产生的免疫相关和代谢途径。
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引用次数: 0
Effect of two-year caloric restriction in the absence of malnutrition on indicators of anemia, iron status, and hepcidin in healthy adults: a randomized clinical trial. 在没有营养不良的情况下,两年热量限制对健康成人贫血、铁状态和hepcidin指标的影响:一项随机临床试验
IF 3.8 3区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2026-03-11 DOI: 10.1016/j.tjnut.2026.101474
Cory Dugan, Sai Krupa Das, Susan B Racette, Corby K Martin, Eric Ravussin, Leanne M Redman, Stephen R Hennigar

Background: Caloric restriction (CR) is a promising nutritional intervention for improving metabolic and age-related health outcomes, but its long-term effects on hematologic health remain unclear. Clarifying how prolonged CR affects anemia risk and iron status is essential for evaluating its long-term safety and clinical relevance.

Objectives: To determine the effects of a two-year CR intervention on markers of anemia, iron status, and hepcidin in females and males enrolled in the Comprehensive Assessment of Long-Term Effects of Reducing Intake of Energy (CALERIE™) Phase 2 trial.

Methods: Participants in CALERIE Phase 2 (n=220) were randomized to 25% CR or ad libitum (AL) control. AL continued their habitual diet whereas CR received an intensive intervention to promote CR over 2 years. All participants received a multivitamin/mineral supplement containing 18mg iron. Fasted blood was collected at baseline (BL) and 12 (M12) and 24 (M24) months and indicators of iron status (ferritin, soluble transferrin receptor [sTfR], and serum iron), anemia (hemoglobin and hematocrit), and regulators of iron status (hepcidin, CRP, and IL-6) were measured. Six-day diet diaries were collected twice at BL and once each at M12 and M24. An anemia surveillance protocol monitored hemoglobin, hematocrit, red blood cell count, and serum iron throughout the intervention, with medical evaluation and temporary/permanent CR discontinuation as needed. Linear mixed-effects models were used to evaluate the effect of treatment (CR vs. AL), time (BL, M12, M24), and their interaction (treatment x time).

Results: Participants (n=218) were mostly female (70%) with an average age (±SD) of 38.1±7.2 years and a mean BMI of 25.2±1.7 kg/m2. At baseline, ferritin (105.5±126.9 μg/L), hepcidin (8.6±5.8 ng/mL), and dietary iron intake (16.1±5.5 mg/day) were similar between groups (p>0.05). There were no group x time interactions for markers of anemia, indicators of iron status, or hepcidin (p>0.05). Despite the anemia surveillance protocol, anemia prevalence remained above 5% in both groups across all timepoints. Low RBC count was the most common trigger, and participants who triggered the protocol had lower hematocrit at M12 (p < 0.001) and M24 (p < 0.001); however, dietary iron intake remained similar and there were no differences in any indicators of iron status or hepcidin between those who triggered the protocol and those who did not.

Conclusions: These findings suggest that prolonged CR in the absence of malnutrition does not adversely affect iron status or hepcidin in healthy adults.

背景:热量限制(CR)是一种有希望改善代谢和年龄相关健康结果的营养干预措施,但其对血液学健康的长期影响尚不清楚。阐明长期CR如何影响贫血风险和铁状态对于评估其长期安全性和临床相关性至关重要。目的:确定为期两年的CR干预对减少能量摄入长期影响综合评估(CALERIE™)2期试验中女性和男性贫血、铁状态和hepcidin标志物的影响。方法:CALERIE二期试验的参与者(n=220)被随机分为25% CR组或随意(AL)对照组。AL继续他们的习惯饮食,而CR接受强化干预以促进CR超过2年。所有参与者都服用了含有18毫克铁的复合维生素/矿物质补充剂。在基线(BL)、12 (M12)和24 (M24)个月采集空腹血,测量铁状态指标(铁蛋白、可溶性转铁蛋白受体[sTfR]和血清铁)、贫血(血红蛋白和红细胞压积)和铁状态调节因子(hepcidin、CRP和IL-6)。BL期2次,M12和M24期各1次采集6 d日粮日记。在整个干预过程中,贫血监测方案监测血红蛋白、红细胞压积、红细胞计数和血清铁,并根据需要进行医学评估和暂时/永久停止CR。采用线性混合效应模型评价治疗效果(CR vs. AL)、时间(BL、M12、M24)及其相互作用(治疗x时间)。结果:参与者(n=218)以女性为主(70%),平均年龄(±SD) 38.1±7.2岁,平均BMI为25.2±1.7 kg/m2。基线时,各组铁蛋白(105.5±126.9 μg/L)、肝磷脂(8.6±5.8 ng/mL)和铁摄入量(16.1±5.5 mg/d)相似(p < 0.05)。在x组时间内,贫血标志物、铁状态指标或hepcidin没有相互作用(p < 0.05)。尽管有贫血监测方案,两组在所有时间点的贫血患病率仍保持在5%以上。低RBC计数是最常见的触发因素,触发该方案的参与者在M12 (p < 0.001)和M24 (p < 0.001)时红细胞压积较低;然而,饮食中的铁摄入量保持相似,并且在铁状态或hepcidin的任何指标上,启动方案的人和没有启动方案的人没有差异。结论:这些发现表明,在没有营养不良的情况下,延长CR不会对健康成人的铁状态或肝磷脂产生不利影响。
{"title":"Effect of two-year caloric restriction in the absence of malnutrition on indicators of anemia, iron status, and hepcidin in healthy adults: a randomized clinical trial.","authors":"Cory Dugan, Sai Krupa Das, Susan B Racette, Corby K Martin, Eric Ravussin, Leanne M Redman, Stephen R Hennigar","doi":"10.1016/j.tjnut.2026.101474","DOIUrl":"https://doi.org/10.1016/j.tjnut.2026.101474","url":null,"abstract":"<p><strong>Background: </strong>Caloric restriction (CR) is a promising nutritional intervention for improving metabolic and age-related health outcomes, but its long-term effects on hematologic health remain unclear. Clarifying how prolonged CR affects anemia risk and iron status is essential for evaluating its long-term safety and clinical relevance.</p><p><strong>Objectives: </strong>To determine the effects of a two-year CR intervention on markers of anemia, iron status, and hepcidin in females and males enrolled in the Comprehensive Assessment of Long-Term Effects of Reducing Intake of Energy (CALERIE™) Phase 2 trial.</p><p><strong>Methods: </strong>Participants in CALERIE Phase 2 (n=220) were randomized to 25% CR or ad libitum (AL) control. AL continued their habitual diet whereas CR received an intensive intervention to promote CR over 2 years. All participants received a multivitamin/mineral supplement containing 18mg iron. Fasted blood was collected at baseline (BL) and 12 (M12) and 24 (M24) months and indicators of iron status (ferritin, soluble transferrin receptor [sTfR], and serum iron), anemia (hemoglobin and hematocrit), and regulators of iron status (hepcidin, CRP, and IL-6) were measured. Six-day diet diaries were collected twice at BL and once each at M12 and M24. An anemia surveillance protocol monitored hemoglobin, hematocrit, red blood cell count, and serum iron throughout the intervention, with medical evaluation and temporary/permanent CR discontinuation as needed. Linear mixed-effects models were used to evaluate the effect of treatment (CR vs. AL), time (BL, M12, M24), and their interaction (treatment x time).</p><p><strong>Results: </strong>Participants (n=218) were mostly female (70%) with an average age (±SD) of 38.1±7.2 years and a mean BMI of 25.2±1.7 kg/m<sup>2</sup>. At baseline, ferritin (105.5±126.9 μg/L), hepcidin (8.6±5.8 ng/mL), and dietary iron intake (16.1±5.5 mg/day) were similar between groups (p>0.05). There were no group x time interactions for markers of anemia, indicators of iron status, or hepcidin (p>0.05). Despite the anemia surveillance protocol, anemia prevalence remained above 5% in both groups across all timepoints. Low RBC count was the most common trigger, and participants who triggered the protocol had lower hematocrit at M12 (p < 0.001) and M24 (p < 0.001); however, dietary iron intake remained similar and there were no differences in any indicators of iron status or hepcidin between those who triggered the protocol and those who did not.</p><p><strong>Conclusions: </strong>These findings suggest that prolonged CR in the absence of malnutrition does not adversely affect iron status or hepcidin in healthy adults.</p>","PeriodicalId":16620,"journal":{"name":"Journal of Nutrition","volume":" ","pages":"101474"},"PeriodicalIF":3.8,"publicationDate":"2026-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147457385","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
Use of machine learning to identify determinants of habitual preformed water intake. 使用机器学习来确定习惯性预成型水摄入量的决定因素。
IF 3.8 3区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2026-03-11 DOI: 10.1016/j.tjnut.2026.101475
Emma J Stinson, Ethan Collins, Tomas Cabeza De Baca, Marci E Gluck, Manuel Dote-Montero, Susan B Racette, Stavros A Kavouras, Sai Krupa Das, Paolo Piaggi, Susanne Votruba, Ashley Hale, Douglas C Chang

Background: Water intake is vital for health, yet the determinants of preformed water consumption in adults are poorly understood.

Objectives: The aim of this study was to apply machine learning (ML) models to identify factors associated with preformed water intake, defined as water ingestion from plain water, other beverages, and food.

Methods: This secondary analysis used baseline data from 219 participants in the Comprehensive Assessment of Long-term Effects of Reducing Intake of Energy (CALERIE™) 2 trial, a randomized controlled trial with extensive measures of body composition, energy expenditure, and dietary, physiological, psychological, and biomarker variables in healthy adults without obesity. Habitual intake of preformed water was quantified using deuterium and oxygen-18 isotope data obtained during two consecutive 14-day doubly labeled water measurement periods of weight stability. We developed models using linear regression, tree-based models (random forest, gradient boosting, extreme gradient boosting), and penalized regression models (ridge, lasso, elastic net) to identify factors associated with preformed water intake.

Results: Based on root mean squared error, the ridge regression model using 25 variables was the best and explained 38% of the variance in preformed water intake. Higher preformed water intake was associated with higher intake of dietary fiber, protein, alcohol, total weight of food ingested, and lower intake of carbohydrate and sodium. Higher preformed water intake also was associated with lower percent body fat and higher fat free mass and total energy expenditure. Notably, ML models identified alcohol and potassium intake as important predictors that were not selected by traditional linear regression, underscoring their ability to capture nuanced relationships.

Conclusions: These results demonstrate that data-driven ML models using a complex dataset can identify features and patterns associated with an important nutrient that might be missed using traditional statistical approaches and could be used to identify individuals at risk of inadequate hydration.

Clinical trial registration: NCT00427193, clinicaltrials.gov.

背景:水的摄入对健康至关重要,然而成人预成型水摄入的决定因素却知之甚少。目的:本研究的目的是应用机器学习(ML)模型来识别与预成型水摄入相关的因素,预成型水的摄入定义为从白开水、其他饮料和食物中摄入的水。方法:这项二次分析使用了来自219名参与者的基线数据,这些参与者来自减少能量摄入的长期影响综合评估(CALERIE™)2试验,这是一项随机对照试验,广泛测量了无肥胖健康成年人的身体成分、能量消耗、饮食、生理、心理和生物标志物变量。在连续两个14天的重量稳定性双标记水测量周期中,使用氘和氧-18同位素数据来量化预成型水的习惯性摄入量。我们使用线性回归、基于树的模型(随机森林、梯度增强、极端梯度增强)和惩罚回归模型(山脊、套索、弹性网)开发模型,以确定与预塑水摄入量相关的因素。结果:基于均方根误差,采用25个变量的脊回归模型是最好的,可以解释38%的预成型水摄入量方差。较高的预成型水摄入量与较高的膳食纤维、蛋白质、酒精摄入量、摄入的食物总重量以及较低的碳水化合物和钠摄入量有关。较高的预制水摄入量也与较低的体脂百分比、较高的无脂质量和总能量消耗有关。值得注意的是,ML模型将酒精和钾摄入量确定为传统线性回归无法选择的重要预测因素,强调了它们捕捉细微关系的能力。结论:这些结果表明,使用复杂数据集的数据驱动ML模型可以识别与传统统计方法可能遗漏的重要营养素相关的特征和模式,并可用于识别有水分不足风险的个体。临床试验注册:NCT00427193, clinicaltrials.gov。
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引用次数: 0
A Modern Take on Protein Nutrition Meets Evolving Consumer Perceptions. 现代蛋白质营养满足不断变化的消费者观念。
IF 3.8 3区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2026-03-11 DOI: 10.1016/j.tjnut.2026.101477
Jonathan Clinthorne, Heather J Leidy, Kris Sollid

Protein is an essential nutrient that supports many critical aspects of health across the lifespan. The scientific report from the 2025 Dietary Guidelines Advisory Committee found that certain subgroups, particularly adolescent females, young women and older adults, are at a higher risk of not consuming the recommended amount of dietary protein. The new 2025-2030 Dietary Guidelines for Americans prioritize a serving of protein with each meal and recommend a healthy range of protein intake for adults of 1.2-1.6 g protein per kg body weight per day. Data from the 2025 Food and Health Survey conducted by the International Food Information Council (IFIC) show that consumer interest in protein has risen dramatically in the last decade, as consumers increasingly report following a high-protein diet and use the protein content of food as a marker for healthfulness. Despite an increase in consumer interest in protein, there is still limited understanding of how healthcare professionals can effectively support increased intake of protein sources among at-risk populations. Past research shows that protein-fortified foods can be used to supplement protein intake in randomized controlled trials that have demonstrated positive health outcomes in study participants. However, many of these foods are considered highly processed which leads to debate regarding their role in healthy dietary patterns. This Perspective examines consumer perceptions around protein intake and highlights the role of healthcare professionals in providing tailored guidance on protein food choices.

蛋白质是一种必需的营养素,在整个生命周期中支持健康的许多关键方面。这份来自2025年膳食指南咨询委员会的科学报告发现,某些亚群体,尤其是青春期女性、年轻女性和老年人,有更高的风险没有摄入推荐量的膳食蛋白质。新的《2025-2030年美国人膳食指南》优先考虑每餐提供一份蛋白质,并建议成年人每天每公斤体重摄入1.2-1.6克蛋白质的健康蛋白质摄入量。国际食品信息理事会(IFIC)进行的《2025年食品与健康调查》的数据显示,在过去十年中,消费者对蛋白质的兴趣急剧上升,因为越来越多的消费者报告遵循高蛋白饮食,并将食物中的蛋白质含量作为健康的标志。尽管消费者对蛋白质的兴趣有所增加,但对于医疗保健专业人员如何有效地支持高危人群增加蛋白质来源的摄入,人们的理解仍然有限。过去的研究表明,在随机对照试验中,蛋白质强化食品可以用来补充蛋白质摄入量,并证明对研究参与者的健康有积极的影响。然而,许多这些食物被认为是高度加工的,这导致了关于它们在健康饮食模式中的作用的争论。本展望调查了消费者对蛋白质摄入的看法,并强调了医疗保健专业人员在提供量身定制的蛋白质食物选择指导方面的作用。
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引用次数: 0
Artificial Intelligence-assisted dietary assessment in adolescent girls in Sri Lanka: Validity against weighed food records and comparison with 24-hour recalls. 斯里兰卡青春期女孩的人工智能辅助饮食评估:对称重食物记录的有效性和与24小时召回的比较。
IF 3.8 3区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2026-03-11 DOI: 10.1016/j.tjnut.2026.101476
Nilmini Karunarathna, Thushanthi Perera, Odiche Nwabuikwu, Boateng Bannerman, Silas Bempong, Peter McCloskey, Phuong Hong Nguyen, David Hughes, Gloria Folson, Renuka Silva, Aulo Gelli

Background: Reliable dietary data for adolescents in low- and middle-income countries (LMICs) are limited due to high costs and estimation errors in traditional dietary assessment methods. Although technology-assisted dietary assessment tools are becoming popular, few have been validated in LMICs.

Objective: This study validated the PlantVillage Food Recognition Assistance and Nudging Insights (FRANI), an Artificial Intelligence (AI)- assisted mobile application for dietary assessment, against weighed food records (WFR) and multipass 24-hour recalls (24HR) among adolescent girls aged 14-18 years (n=60) in urban/semi-urban communities in Sri Lanka.

Methods: Dietary intake was assessed over 2 non-consecutive days using three methods: FRANI, WFR, and 24HR. The equivalence of nutrient intake was evaluated using mixed-effect models accounting for repeated measures by comparing intake ratios (FRANI/WFR and 24HR/WFR) with 10%, 15%, and 20% equivalence bounds. The concordance correlation coefficient (CCC) was utilized to assess the agreement between methods.

Results: FRANI demonstrated equivalence with WFR at the 10% bound for energy and vitamin A; 15% for protein, fiber, iron and zinc; and 20% for fat, niacin and folate intakes. Comparisons between 24HR and WFR found that no nutrients fell within the 10% bound. Energy, protein, fat, iron, niacin and vitamin A intakes were equivalent at 15% bound, while fiber, calcium, folate and vitamin C intakes were equivalent at 20% bound. CCCs ranged from 0.49 to 0.89 for FRANI vs. WFR, and 0.44 to 0.84 for 24HR vs. WFR. Omission errors were 2% for FRANI and 12% for 24HR, and intrusion errors were 7% and 9%, respectively.

Conclusions: PlantVillage FRANI application accurately estimated nutrient intakes of adolescent girls in Sri Lanka compared to the WFR. Its performance was at least comparable to the traditional 24HR method, supporting its potential as a scalable alternative for dietary assessment in similar LMIC populations.

背景:由于传统饮食评估方法的高成本和估计误差,低收入和中等收入国家(LMICs)青少年的可靠饮食数据有限。尽管技术辅助饮食评估工具正变得越来越流行,但在中低收入国家得到验证的工具却很少。目的:本研究针对斯里兰卡城市/半城市社区14-18岁少女(n=60)的称重食物记录(WFR)和多次24小时回忆(24HR)验证了PlantVillage食物识别辅助和轻推见解(FRANI),这是一款人工智能(AI)辅助的移动应用程序,用于饮食评估。方法:采用fri、WFR和24HR三种方法,在非连续的2天内评估膳食摄入量。通过比较摄入比率(FRANI/WFR和24HR/WFR)与10%、15%和20%等效界限的重复测量,使用混合效应模型评估营养摄入的等效性。采用一致性相关系数(CCC)评价方法间的一致性。结果:FRANI与WFR在10%的能量和维生素A界表现出等效性;15%为蛋白质、纤维、铁和锌;20%是脂肪,烟酸和叶酸的摄入量。24小时和日粮比的比较发现,没有营养物质落在10%的范围内。能量、蛋白质、脂肪、铁、烟酸和维生素A的摄入量在15%的水平上是相等的,而纤维、钙、叶酸和维生素C的摄入量在20%的水平上是相等的。FRANI与WFR的CCCs范围为0.49 - 0.89,24HR与WFR的CCCs范围为0.44 - 0.84。FRANI和24HR的遗漏错误分别为2%和12%,入侵错误分别为7%和9%。结论:与WFR相比,PlantVillage FRANI应用准确地估算了斯里兰卡少女的营养摄入量。其性能至少与传统的24小时法相当,支持其作为类似低收入和中等收入人群饮食评估的可扩展替代方案的潜力。
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Journal of Nutrition
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