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Evidence-Based Nutritional Management of Menopausal Symptoms: A Pathophysiological Reasoning Approach to Personalized Nutrition Practice. 绝经期症状的循证营养管理:个性化营养实践的病理生理推理方法。
IF 2.6 4区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2026-03-23 DOI: 10.1080/27697061.2026.2632580
Eleanor Reid, Michelle Barrow, Bea Cutler

Introduction: This case report presents the methodology and the outcomes of a Personalized Nutrition intervention with a menopausal female over seven weeks and two online consultations. The report details the pathophysiological reasoning approach to the patient assessment and the recommendation of interventions with the supporting clinical evidence and learnings.

Case: A 47 year old working mother (Patient A) with maternal family history (FH) of osteoporosis (OP), a body mass index (BMI) of 24.2 kg/m2 and a waist-to-hip ratio (WHR) of 0.86. Patient A had seen her medical practitioner (MP) regarding fatigue, lack of concentration and low mood and was prescribed hormone replacement therapy (HRT). Patient A's sleep and mood remained unstable, and she presented with late afternoon fatigue, lower belly bloating and mild headaches. A chiropractor had diagnosed scoliosis. Patient A was seeking support for energy and bone health. Analysis of dietary recall and frequency data indicated that her current macronutrient intake was contributing to blood sugar imbalance, influencing energy levels and impacting hypothalamic-pituitary-adrenal (HPA) axis function, potentially exacerbated by a change in estrogen levels. A FH of OP encouraged the practitioner to promote bone health. Adjusted macronutrient intake was recommended to support blood sugar balance, increase and sustain energy and promote muscle synthesis. A supplementation plan with regular weight-bearing exercise aimed to support bone mineral density. Caffeine reduction, yoga and meditation to help rebalance the HPA axis. Patient A reported an increase in energy, a reduction in snacking and improved sleep. There was no change to her mood and bloating persisted. Her headaches worsened and the MP prescribed amitriptyline (10 mg) toward the end of the therapy period. Her bone health was not measured.

Conclusions: This case provides observational evidence of the potential efficacy of personalized nutrition utilizing pathophysiological reasoning to assess health status, an evidence-based approach to support intervention decisions and coaching skills to embed dietary change.

本病例报告介绍了一名绝经期女性在7周内进行个性化营养干预的方法和结果,并进行了两次在线咨询。该报告详细介绍了患者评估的病理生理推理方法,并根据临床证据和经验教训推荐干预措施。病例:患者A, 47岁,有骨质疏松(OP)家族史,体重指数(BMI) 24.2 kg/m2,腰臀比(WHR) 0.86。患者A因疲劳、注意力不集中和情绪低落而去看医生,并接受了激素替代疗法(HRT)。患者A的睡眠和情绪仍然不稳定,她表现为下午晚些时候疲劳,下腹部肿胀和轻度头痛。一位脊椎按摩师诊断出脊柱侧凸。病人A正在寻求能量和骨骼健康方面的支持。对饮食回忆和频率数据的分析表明,她目前的常量营养素摄入导致血糖失衡,影响能量水平,影响下丘脑-垂体-肾上腺(HPA)轴功能,雌激素水平的变化可能加剧。OP的FH鼓励从业者促进骨骼健康。建议调整常量营养素的摄入,以支持血糖平衡,增加和维持能量,促进肌肉合成。定期负重锻炼的补充计划旨在支持骨密度。减少咖啡因摄入、瑜伽和冥想有助于重新平衡下丘脑轴。病人A报告说,他精力充沛,少吃零食,睡眠也有所改善。她的情绪没有变化,腹胀仍在继续。她的头痛恶化,医生在治疗期结束时开了阿米替林(10毫克)。她的骨骼健康状况没有被测量。结论:本病例提供了观察性证据,证明了利用病理生理推理来评估健康状况的个性化营养的潜在功效,这是一种基于证据的方法来支持干预决策和指导技能,以嵌入饮食改变。
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引用次数: 0
Healthy Eating Index-2020 and Trabecular Bone Score in US Adults: A Cross-Sectional Analysis of NHANES 2005-2008. 美国成年人健康饮食指数-2020和骨小梁评分:NHANES 2005-2008的横断面分析
IF 2.6 4区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2026-03-04 DOI: 10.1080/27697061.2026.2636544
Huang Yu, Yuting Liu

Objective: Osteoporosis is a growing public health burden. Trabecular bone score (TBS) from dual-energy X-ray absorptiometry (DXA) reflects trabecular microarchitecture and predicts fractures beyond bone mineral density (BMD). The relationship between Healthy Eating Index 2020 (HEI-2020) and TBS is unknown.

Methods: We modeled the HEI-2020 in relation to TBS in a cross-sectional sample from the National Health and Nutrition Examination Survey (NHANES) 2005-2008 (n = 7,007), using multivariable linear regression, restricted cubic splines for nonlinearity, stratified and interaction analyses for effect modification, and mixture and clustering analyses.

Results: Higher HEI-2020 scores were positively associated with TBS. Per 10-point increase: β = 0.0052 (95% CI 0.0026-0.0079). The highest versus lowest tertile had higher TBS (β = 0.0133, 95% CI 0.0063-0.0204; P for trend = 0.0242). The dose-response was linear. Associations were stronger in males and individuals with obesity, with significant interaction by sex (p = 0.0262) and body mass index (BMI; p < 0.0001). Mixture and clustering analyses supported positive dietary pattern effects, with the high-quality dietary cluster showing higher TBS (β = 0.0133, 95% CI 0.0053-0.0212). Sensitivity analyses confirmed robustness.

Conclusion: Higher HEI-2020 scores were linearly associated with higher TBS, with effect modification by sex and BMI. While these cross-sectional findings suggest better diet quality may benefit trabecular bone microarchitecture, longitudinal studies are needed to establish causality.

目的:骨质疏松症是一个日益严重的公共卫生负担。双能x线吸收仪(DXA)的骨小梁评分(TBS)反映了骨小梁微结构,并预测了骨矿物质密度(BMD)以外的骨折。健康饮食指数2020 (HEI-2020)与TBS之间的关系尚不清楚。方法:我们从2005-2008年国家健康与营养检查调查(NHANES)的横断面样本(n = 7,007)中建立了HEI-2020与TBS的关系模型,采用多变量线性回归,非线性限制三次样条,效应修正的分层和相互作用分析,混合和聚类分析。结果:较高的HEI-2020评分与TBS呈正相关。每增加10个点:β = 0.0052 (95% CI 0.0026-0.0079)。最高和最低分蘖的TBS较高(β = 0.0133, 95% CI 0.0063 ~ 0.0204; P为趋势值= 0.0242)。剂量-反应呈线性关系。男性和肥胖个体之间的相关性更强,性别(p = 0.0262)和体重指数(BMI; p β = 0.0133, 95% CI 0.0053-0.0212)之间存在显著的相互作用。敏感性分析证实了稳健性。结论:较高的HEI-2020评分与较高的TBS呈线性相关,并受性别和BMI的影响。虽然这些横断面研究结果表明,更好的饮食质量可能有利于小梁骨微结构,但需要纵向研究来确定因果关系。
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引用次数: 0
The Effects of 31-Day Exogenous Ketone Consumption on Running Performance, Cognitive Function, Metabolism, Body Composition, Hemodynamics, and Mood in Recreational Runners: A Randomized-Control Trial. 31天外源性酮消耗对休闲跑步者跑步表现、认知功能、代谢、身体成分、血流动力学和情绪的影响:一项随机对照试验。
IF 2.6 4区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2026-03-03 DOI: 10.1080/27697061.2026.2636551
Philip J Prins, Alex Buga, Kristi Storoschuk, Jeffrey D Buxton, Anna K Jenkins, Christofor S Eklund, Victoria C Dacey, Samuel E Belitz, Rachel J Sullivan, Hayden D Gerhart, Dominic P D'Agostino, Jeff S Volek, Andrew P Koutnik

Background: Exogenous ketone supplementation acutely elevates circulating beta-hydroxybutyrate (R-BHB), but the impact of chronic repeated dosing on exercise performance, cognition, mood, and cardiometabolic health remains unclear.

Purpose: To evaluate the effects of 31 days of thrice-daily ketone monoester (KME) supplementation (90 g/day; high-dose) on exercise performance, executive function, mood, metabolism, body composition, blood pressure, and tolerability in recreational runners.

Methods: In a single-blind, randomized-controlled trial, 18 runners consumed either (R)-3-hydroxybutyl (R)-3-hydroxybutyrate (KME; 30 g/dose; n = 9) or an isocaloric, flavor-matched placebo (PLA; 30 g/dose; n = 9) three times daily for 31 days. Outcomes included 5-km time trial (5KTT) performance, cognitive function, mood, body composition, blood pressure, and tolerability. Metabolism and substrate oxidation (rest and graded exercise) were performed after 31-d supplementation was completed to assess metabolic responses following 31 days of repeated exogenous ketone exposure.

Results: 31-day KME did not alter 5KTT performance, but improved cognitive function, as evidenced by faster Stroop Incongruent (p = 0.015) and Switching task responses (p = 0.038). Mood and quality of life scores were unchanged. Metabolically, the KME reliably elevated post-ingestion R-BHB (∼3.0 mM; p < 0.001) and lowered glycemia by 15% (p < 0.001). After the 31-day KME supplementation stopped, KME-treatment preserved mean absolute VO2 during graded exercise testing (p = 0.029), without accompanying improvements in running performance.

Conclusion: High-dose KME administration for 31-days did not alter running performance, but increased cognitive function and oxygen uptake during maximal graded exercise even after ketone administration stopped, indicating that selected physiological measures differed between groups when assessed after the supplementation period.

背景:外源性酮补充会急剧升高循环β -羟基丁酸(R-BHB),但慢性重复给药对运动表现、认知、情绪和心脏代谢健康的影响尚不清楚。目的:评估每日三次补充酮单酯(KME) (90 g/天,高剂量)31天对休闲跑步者运动表现、执行功能、情绪、代谢、身体成分、血压和耐受性的影响。方法:在一项单盲、随机对照试验中,18名跑步者每天三次服用(R)-3-羟基丁酸(R)-3-羟基丁酸酯(KME, 30 g/剂,n = 9)或等热量、味道匹配的安慰剂(PLA, 30 g/剂,n = 9),持续31天。结果包括5公里计时赛(5KTT)成绩、认知功能、情绪、身体成分、血压和耐受性。在补充31天后进行代谢和底物氧化(休息和分级运动),以评估重复外源性酮暴露31天后的代谢反应。结果:31天的KME没有改变5KTT的表现,但改善了认知功能,如更快的Stroop不一致(p = 0.015)和切换任务反应(p = 0.038)。情绪和生活质量得分没有变化。在代谢方面,KME在分级运动测试中可靠地提高了摄入后的R-BHB (~ 3.0 mM; p = 0.029),没有伴随的跑步性能改善。结论:大剂量KME服用31天没有改变跑步表现,但即使在停止给药后,也会增加最大分级运动时的认知功能和摄氧量,这表明在补充期后评估各组间选择的生理指标有所不同。
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引用次数: 0
Chrono-Specific Calcium Intervention Disrupts Hepatic Lipid Metabolism via the PER1-PPARα Axis. 时间特异性钙干预通过PER1-PPARα轴破坏肝脏脂质代谢。
IF 2.6 4区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2026-03-01 Epub Date: 2025-09-12 DOI: 10.1080/27697061.2025.2557251
Haoyu Wang, Jinling Yu, Fei Liang, Guoliang Wang, Yue Li, Zihui Ma, Yuteng Ma, Ying Liu

Background and objective: Controversies exist regarding the effects of calcium supplementation on lipid metabolism, and the time-specific effects and underlying mechanisms remain unclear. This study aims to elucidate the differential impacts of calcium intervention at different times (morning/evening) on hepatic lipid metabolism and the molecular mechanisms involved.

Methods: Forty female CD-1 (ICR) mice were randomly divided into four groups: Morning Control Group (MCN), Morning Calcium Intervention Group (MCI, intragastric administration of calcium carbonate at 08:00), Evening Control Group (ECN), and Evening Calcium Intervention Group (ECI, intragastric administration of calcium carbonate at 20:00). Mice were fed a normal calcium or low-calcium diet for 10 wk. In vitro experiments used HepG2 cells, which were divided into groups simulating whole-day (CON), daytime (DC, high calcium from 08:00 to 20:00), and nighttime (NC, high calcium from 20:00 to 08:00) calcium exposure. PER1 was knocked down using siRNA. Serum/hepatic/cellular lipid levels, hepatic pathology, transcriptome, and gene/protein expressions (PER1, PPARα, CPT1A, APOA5, etc.) were detected.

Results: Morning calcium intervention (MCI) in mice significantly increased serum and hepatic total cholesterol (TC), triglyceride (TG), and low-density lipoprotein (LDL) levels, and induced lipid droplet deposition and swelling in hepatocytes. Transcriptome and validation experiments showed upregulated hepatic PER1 expression in the MCI group, while PPARα and its downstream lipid metabolism genes (CPT1A, APOA5) were downregulated. In HepG2 cells, nighttime calcium incubation (NC) significantly increased intracellular TG and LDL contents, upregulated PER1 expression, and inhibited PPARα, CPT1A, and APOA5 expressions. Knocking down PER1 reversed the abnormal gene expression and lipid-elevating effects in the NC group. Collectively, our findings demonstrate that the circadian timing of calcium intake critically regulates hepatic lipid homeostasis via the PER1-PPARα axis, highlighting the importance of chrono-nutrition in metabolic health.

背景与目的:关于补钙对脂质代谢的影响存在争议,其时间特异性影响和潜在机制尚不清楚。本研究旨在阐明不同时间(早晚)钙干预对肝脏脂质代谢的差异影响及其分子机制。方法:40只雌性CD-1 (ICR)小鼠随机分为4组:晨对照组(MCN)、晨钙干预组(MCI, 08:00灌胃碳酸钙)、晚对照组(ECN)、晚钙干预组(ECI, 20:00灌胃碳酸钙)。小鼠被喂食正常钙或低钙饮食10周。体外实验采用HepG2细胞,将HepG2细胞分为模拟全天(CON)、白天(DC, 08:00 ~ 20:00高钙)和夜间(NC, 20:00 ~ 08:00高钙)三组。PER1被siRNA敲除。检测血清/肝脏/细胞脂质水平、肝脏病理、转录组和基因/蛋白表达(PER1、PPARα、CPT1A、APOA5等)。结果:晨钙干预(MCI)显著提高小鼠血清和肝脏总胆固醇(TC)、甘油三酯(TG)和低密度脂蛋白(LDL)水平,诱导肝细胞脂滴沉积和肿胀。转录组和验证实验显示,MCI组肝脏PER1表达上调,PPARα及其下游脂质代谢基因(CPT1A、APOA5)下调。在HepG2细胞中,夜间钙孵育(NC)显著增加细胞内TG和LDL含量,上调PER1表达,抑制PPARα、CPT1A和APOA5表达。在NC组中,敲除PER1逆转了异常基因表达和血脂升高效应。总的来说,我们的研究结果表明,钙摄入的昼夜节律时间通过PER1-PPARα轴对肝脏脂质稳态进行了关键调节,突出了时间营养在代谢健康中的重要性。
{"title":"Chrono-Specific Calcium Intervention Disrupts Hepatic Lipid Metabolism via the PER1-PPARα Axis.","authors":"Haoyu Wang, Jinling Yu, Fei Liang, Guoliang Wang, Yue Li, Zihui Ma, Yuteng Ma, Ying Liu","doi":"10.1080/27697061.2025.2557251","DOIUrl":"10.1080/27697061.2025.2557251","url":null,"abstract":"<p><strong>Background and objective: </strong>Controversies exist regarding the effects of calcium supplementation on lipid metabolism, and the time-specific effects and underlying mechanisms remain unclear. This study aims to elucidate the differential impacts of calcium intervention at different times (morning/evening) on hepatic lipid metabolism and the molecular mechanisms involved.</p><p><strong>Methods: </strong>Forty female CD-1 (ICR) mice were randomly divided into four groups: Morning Control Group (MCN), Morning Calcium Intervention Group (MCI, intragastric administration of calcium carbonate at 08:00), Evening Control Group (ECN), and Evening Calcium Intervention Group (ECI, intragastric administration of calcium carbonate at 20:00). Mice were fed a normal calcium or low-calcium diet for 10 wk. <i>In vitro</i> experiments used HepG2 cells, which were divided into groups simulating whole-day (CON), daytime (DC, high calcium from 08:00 to 20:00), and nighttime (NC, high calcium from 20:00 to 08:00) calcium exposure. PER1 was knocked down using siRNA. Serum/hepatic/cellular lipid levels, hepatic pathology, transcriptome, and gene/protein expressions (PER1, PPARα, CPT1A, APOA5, etc.) were detected.</p><p><strong>Results: </strong>Morning calcium intervention (MCI) in mice significantly increased serum and hepatic total cholesterol (TC), triglyceride (TG), and low-density lipoprotein (LDL) levels, and induced lipid droplet deposition and swelling in hepatocytes. Transcriptome and validation experiments showed upregulated hepatic PER1 expression in the MCI group, while PPARα and its downstream lipid metabolism genes (CPT1A, APOA5) were downregulated. In HepG2 cells, nighttime calcium incubation (NC) significantly increased intracellular TG and LDL contents, upregulated PER1 expression, and inhibited PPARα, CPT1A, and APOA5 expressions. Knocking down PER1 reversed the abnormal gene expression and lipid-elevating effects in the NC group. Collectively, our findings demonstrate that the circadian timing of calcium intake critically regulates hepatic lipid homeostasis <i>via</i> the PER1-PPARα axis, highlighting the importance of chrono-nutrition in metabolic health.</p>","PeriodicalId":29768,"journal":{"name":"Journal of the American Nutrition Association","volume":" ","pages":"211-228"},"PeriodicalIF":2.6,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145056130","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Dietary Supplementation with the Probiotic Bacillus velezensis BV379 Decreases Abdominal Bloating Without Perturbing the Commensal Gut Microbiota: A Randomized, Double-Blind, Placebo-Controlled Trial in Healthy Adults. 在健康成人中,膳食补充益生菌velezensis BV379可减少腹胀而不干扰共生肠道微生物群:一项随机、双盲、安慰剂对照试验
IF 2.6 4区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2026-03-01 Epub Date: 2025-09-30 DOI: 10.1080/27697061.2025.2563894
Sean M Garvey, Traci M Blonquist, Laura M Brutscher, Dana M Walsh, Valerie N Kaden, Dawn B Beckman, Min Zeng, Richard S Bruno, Chad M Cook, Jessica L Spears

Objective: Various bacterial Bacillaceae and Bacillus strains have demonstrated health benefits, but less is known about probiotic characteristics of strains of Bacillus velezensis. In this randomized, double-blind, placebo-controlled clinical trial, we investigated the safety and efficacy of B. velezensis BV379 supplementation for 8 weeks (2 × 109 colony-forming units (CFU)/day).

Methods: During the baseline and final weeks, GI symptoms were recorded daily using the 8-item Gastrointestinal Tolerance Questionnaire (GITQ). The primary outcome was the proportion of participants showing an improvement from baseline to week 8 in the 7-day, 3-item composite score for abdominal distention/bloating, burping, and gas/flatulence. Plasma chemistry, hematology, intestinal permeability, and fecal metagenomes were also investigated.

Results: Eighty participants (54% female; age: 50.3 ± 10.1 years) were randomized to BV379 (n = 39) or placebo (n = 41). At end of study, no significant difference was observed in the percentage of participants with improvement in the 3-item composite GITQ score (BV379: 36.1%; placebo: 28.2%; p = 0.46). Analysis of individual GI symptoms showed that more participants experienced improvement in abdominal distention/bloating with BV379 compared to placebo (38.9% vs 17.9%; p = 0.044). There were no clinically meaningful changes in plasma chemistry, hematology, or intestinal permeability between groups. Fecal metagenomic analyses showed no overall shifts in microbial composition between groups. In addition to B. velezensis, a few commensal species such as Lacticasei bacillus casei were significantly enriched in the BV379 group.

Conclusion: Despite not significantly improving the composite GITQ score of distention/bloating, burping, and gas/flatulence, BV379 supplementation was a well-tolerated approach to specifically lower abdominal bloating.

目的:多种芽孢杆菌科和芽孢杆菌菌株已被证明具有健康益处,但对velezensis芽孢杆菌菌株的益生菌特性知之甚少。在这项随机、双盲、安慰剂对照的临床试验中,我们研究了贝氏B. velezensis BV379补充8周(2 × 109菌落形成单位(CFU)/天)的安全性和有效性。方法:在基线和最后几周,每天使用8项胃肠耐受性问卷(GITQ)记录胃肠道症状。主要结果是在7天的腹胀/腹胀、打嗝和气/胀气的3项综合评分中,从基线到第8周显示改善的参与者比例。血浆化学、血液学、肠通透性和粪便宏基因组也进行了研究。结果:80名参与者(54%为女性,年龄50.3±10.1岁)被随机分为BV379组(n = 39)和安慰剂组(n = 41)。在研究结束时,3项综合GITQ评分改善的参与者百分比无显著差异(BV379: 36.1%;安慰剂:28.2%;p = 0.46)。对个体胃肠道症状的分析显示,与安慰剂相比,BV379组更多的参与者经历了腹胀/腹胀的改善(38.9% vs 17.9%; p = 0.044)。两组之间血浆化学、血液学或肠通透性均无临床意义的变化。粪便宏基因组分析显示,各组之间的微生物组成没有总体变化。在BV379组中,除B. velezensis外,一些共生菌如干酪乳杆菌(Lacticasei bacillus casei)也显著富集。结论:尽管没有显著改善胀/腹胀、打嗝和气/胀气的综合GITQ评分,但补充BV379是一种耐受性良好的治疗下腹部腹胀的方法。
{"title":"Dietary Supplementation with the Probiotic <i>Bacillus velezensis</i> BV379 Decreases Abdominal Bloating Without Perturbing the Commensal Gut Microbiota: A Randomized, Double-Blind, Placebo-Controlled Trial in Healthy Adults.","authors":"Sean M Garvey, Traci M Blonquist, Laura M Brutscher, Dana M Walsh, Valerie N Kaden, Dawn B Beckman, Min Zeng, Richard S Bruno, Chad M Cook, Jessica L Spears","doi":"10.1080/27697061.2025.2563894","DOIUrl":"10.1080/27697061.2025.2563894","url":null,"abstract":"<p><strong>Objective: </strong>Various bacterial <i>Bacillaceae</i> and <i>Bacillus</i> strains have demonstrated health benefits, but less is known about probiotic characteristics of strains of <i>Bacillus velezensis</i>. In this randomized, double-blind, placebo-controlled clinical trial, we investigated the safety and efficacy of <i>B. velezensis</i> BV379 supplementation for 8 weeks (2 × 10<sup>9</sup> colony-forming units (CFU)/day).</p><p><strong>Methods: </strong>During the baseline and final weeks, GI symptoms were recorded daily using the 8-item Gastrointestinal Tolerance Questionnaire (GITQ). The primary outcome was the proportion of participants showing an improvement from baseline to week 8 in the 7-day, 3-item composite score for abdominal distention/bloating, burping, and gas/flatulence. Plasma chemistry, hematology, intestinal permeability, and fecal metagenomes were also investigated.</p><p><strong>Results: </strong>Eighty participants (54% female; age: 50.3 ± 10.1 years) were randomized to BV379 (<i>n</i> = 39) or placebo (<i>n</i> = 41). At end of study, no significant difference was observed in the percentage of participants with improvement in the 3-item composite GITQ score (BV379: 36.1%; placebo: 28.2%; <i>p</i> = 0.46). Analysis of individual GI symptoms showed that more participants experienced improvement in abdominal distention/bloating with BV379 compared to placebo (38.9% vs 17.9%; <i>p</i> = 0.044). There were no clinically meaningful changes in plasma chemistry, hematology, or intestinal permeability between groups. Fecal metagenomic analyses showed no overall shifts in microbial composition between groups. In addition to <i>B. velezensis</i>, a few commensal species such as <i>Lacticasei bacillus casei</i> were significantly enriched in the BV379 group.</p><p><strong>Conclusion: </strong>Despite not significantly improving the composite GITQ score of distention/bloating, burping, and gas/flatulence, BV379 supplementation was a well-tolerated approach to specifically lower abdominal bloating.</p>","PeriodicalId":29768,"journal":{"name":"Journal of the American Nutrition Association","volume":" ","pages":"250-265"},"PeriodicalIF":2.6,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145201589","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
The Association Between Central Obesity and Glenohumeral Joint Osteoarthritis and the Potential Mediating Role of Serum Triglycerides. 中心性肥胖与盂肱关节骨性关节炎的关系及血清甘油三酯的潜在介导作用。
IF 2.6 4区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2026-03-01 Epub Date: 2025-10-07 DOI: 10.1080/27697061.2025.2568082
Qiang He, Jinning Zhang, Huaiyang Liu, Yu Jin, Yao Liu, Yong Sun, Jianing Liu

Background: The relationship between obesity and glenohumeral joint osteoarthritis (GJO) remains unclear, and the metabolic mechanisms involved are not well understood. This study investigated the prospective association between central obesity, assessed by waist-to-height ratio (WHtR), and GJO incidence, and examined whether triglycerides (TG) mediate this relationship.

Methods: We analyzed data from 32,881 UK Biobank participants enrolled between 2006 and 2014, with a median follow-up of 8.85 years (IQR: 7.15-10.75). Cox proportional hazards models and causal mediation analysis were used to estimate the direct and indirect effects of WHtR and TG on GJO risk, adjusting for demographic, socioeconomic, lifestyle, and comorbidity variables.

Results: Both WHtR and TG levels at baseline were significantly associated with higher GJO risk (p < 0.05). Compared to individuals with normal WHtR, those with severe central obesity had a 1.52-fold higher GJO risk (AHR = 1.52, 95% CI: 1.02-2.27, p = 0.038), independent of BMI. Similarly, participants in the highest TG tertile had a 1.46-fold increased risk compared to the lowest tertile (AHR = 1.46, 95% CI: 1.06-2.02, p = 0.022). These associations were consistent across subgroups by age, sex, physical activity, work intensity, and BMI. Mediation analysis showed that TG explained 21.9% of the WHtR-GJO association. The mediating effect was stronger in younger adults, women, and physically inactive individuals, but not significant in those with normal BMI or low physical workload.

Conclusions: Central obesity, as measured by WHtR, is an independent risk factor for GJO. TG partially mediates this association, suggesting that lipid toxicity may contribute to the metabolic pathogenesis of GJO.

背景:肥胖与盂肱关节骨性关节炎(GJO)之间的关系尚不清楚,其代谢机制也不清楚。本研究通过腰高比(WHtR)调查了中心性肥胖与GJO发病率之间的前瞻性关联,并研究了甘油三酯(TG)是否介导了这种关系。方法:我们分析了2006年至2014年期间32,881名英国生物银行参与者的数据,中位随访时间为8.85年(IQR: 7.15-10.75)。使用Cox比例风险模型和因果中介分析来估计WHtR和TG对GJO风险的直接和间接影响,调整了人口统计学、社会经济、生活方式和合并症变量。结果:基线时的WHtR和TG水平均与较高的GJO风险显著相关(p p = 0.038),与BMI无关。同样,高TG组的参与者比低TG组的参与者风险增加1.46倍(AHR = 1.46, 95% CI: 1.06-2.02, p = 0.022)。这些关联在年龄、性别、体力活动、工作强度和BMI的亚组中是一致的。中介分析表明,TG解释了21.9%的WHtR-GJO关联。中介效应在年轻人、女性和不运动的个体中更强,但在BMI正常或体力负荷低的个体中不显著。结论:WHtR测量的中心性肥胖是GJO的独立危险因素。甘油三酯部分介导了这种关联,提示脂质毒性可能参与了GJO的代谢发病机制。
{"title":"The Association Between Central Obesity and Glenohumeral Joint Osteoarthritis and the Potential Mediating Role of Serum Triglycerides.","authors":"Qiang He, Jinning Zhang, Huaiyang Liu, Yu Jin, Yao Liu, Yong Sun, Jianing Liu","doi":"10.1080/27697061.2025.2568082","DOIUrl":"10.1080/27697061.2025.2568082","url":null,"abstract":"<p><strong>Background: </strong>The relationship between obesity and glenohumeral joint osteoarthritis (GJO) remains unclear, and the metabolic mechanisms involved are not well understood. This study investigated the prospective association between central obesity, assessed by waist-to-height ratio (WHtR), and GJO incidence, and examined whether triglycerides (TG) mediate this relationship.</p><p><strong>Methods: </strong>We analyzed data from 32,881 UK Biobank participants enrolled between 2006 and 2014, with a median follow-up of 8.85 years (IQR: 7.15-10.75). Cox proportional hazards models and causal mediation analysis were used to estimate the direct and indirect effects of WHtR and TG on GJO risk, adjusting for demographic, socioeconomic, lifestyle, and comorbidity variables.</p><p><strong>Results: </strong>Both WHtR and TG levels at baseline were significantly associated with higher GJO risk (<i>p</i> < 0.05). Compared to individuals with normal WHtR, those with severe central obesity had a 1.52-fold higher GJO risk (AHR = 1.52, 95% CI: 1.02-2.27, <i>p</i> = 0.038), independent of BMI. Similarly, participants in the highest TG tertile had a 1.46-fold increased risk compared to the lowest tertile (AHR = 1.46, 95% CI: 1.06-2.02, <i>p</i> = 0.022). These associations were consistent across subgroups by age, sex, physical activity, work intensity, and BMI. Mediation analysis showed that TG explained 21.9% of the WHtR-GJO association. The mediating effect was stronger in younger adults, women, and physically inactive individuals, but not significant in those with normal BMI or low physical workload.</p><p><strong>Conclusions: </strong>Central obesity, as measured by WHtR, is an independent risk factor for GJO. TG partially mediates this association, suggesting that lipid toxicity may contribute to the metabolic pathogenesis of GJO.</p>","PeriodicalId":29768,"journal":{"name":"Journal of the American Nutrition Association","volume":" ","pages":"298-305"},"PeriodicalIF":2.6,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145245703","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
The Relationship Between Health Literacy, Cooking Skills, and Diet Quality in Turkish Pregnant Women. 土耳其孕妇健康素养、烹饪技能和饮食质量的关系
IF 2.6 4区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2026-03-01 Epub Date: 2025-10-01 DOI: 10.1080/27697061.2025.2560426
Merve Arslan, M Merve Tengilimoglu-Metin

Objectives: Nutrition during pregnancy is an important issue that should be investigated as it directly affects the health of the mother and the baby. Factors such as socioeconomic status, education, and health literacy influence nutrition. The aim of this study is to evaluate the relationship between diet quality and health and digital healthy diet literacy, cooking and food preparation skills of pregnant women.

Methods: This study carried out 310 volunteer pregnant women in their third trimester who applied to the obstetrics and gynecology outpatient clinic. The data was obtained through a questionnaire applied by face-to-face interview. The survey consists of socio-demographic characteristics, health status and nutritional habits, Health Literacy Scale-Short Form (HLS-SF12) and Digital Healthy Diet Literacy (DDL) Scale, Cooking and Food Preparation Skills (CS and FS) Scale, anthropometric measurements and 24-h food consumption records. Nutrient Adequacy Ratio (NAR) and Mean Adequacy Ratio (MAR) scores, which evaluate the adequacy of the diet in terms of nutrients, were calculated.

Results: The total scores of the CS and FS scales in pregnant women differed significantly based on their education level, income level, cooking frequency, and BMI groups (p < 0.05). There was a significant association between the MAR score and the sub-dimension score of CS (p < 0.05). However, there was no significant relationship between the MAR score and the HL and DDL indices (p > 0.05).

Conclusion: While a relationship was identified between pregnant women's diet quality and cooking skills, no relationship was found between diet quality and health and digital healthy diet literacy. This study supports the view that pregnant women's cooking and food preparation skills may improve their diet quality.

目的:怀孕期间的营养是一个应该调查的重要问题,因为它直接影响到母亲和婴儿的健康。社会经济地位、教育和健康素养等因素影响营养。本研究旨在评估孕妇饮食质量与健康、数字健康饮食素养、烹饪和食物准备技能之间的关系。方法:本研究选取310例自愿申请妇产科门诊的孕晚期孕妇。数据采用面对面访谈的问卷方式获得。调查内容包括社会人口特征、健康状况和营养习惯、健康素养简表(HLS-SF12)和数字健康饮食素养(DDL)量表、烹饪和食物制备技能(CS和FS)量表、人体测量数据和24小时食物消费记录。计算营养充足比(NAR)和平均充足比(MAR)得分,从营养方面评价饲粮的充足性。结果:不同教育程度、收入水平、做饭频次、BMI组孕妇CS、FS量表总分差异有统计学意义(p p p > 0.05)。结论:虽然孕妇的饮食质量与烹饪技能之间存在关系,但饮食质量与健康和数字健康饮食素养之间没有关系。这项研究支持了孕妇的烹饪和食物准备技能可以改善其饮食质量的观点。
{"title":"The Relationship Between Health Literacy, Cooking Skills, and Diet Quality in Turkish Pregnant Women.","authors":"Merve Arslan, M Merve Tengilimoglu-Metin","doi":"10.1080/27697061.2025.2560426","DOIUrl":"10.1080/27697061.2025.2560426","url":null,"abstract":"<p><strong>Objectives: </strong>Nutrition during pregnancy is an important issue that should be investigated as it directly affects the health of the mother and the baby. Factors such as socioeconomic status, education, and health literacy influence nutrition. The aim of this study is to evaluate the relationship between diet quality and health and digital healthy diet literacy, cooking and food preparation skills of pregnant women.</p><p><strong>Methods: </strong>This study carried out 310 volunteer pregnant women in their third trimester who applied to the obstetrics and gynecology outpatient clinic. The data was obtained through a questionnaire applied by face-to-face interview. The survey consists of socio-demographic characteristics, health status and nutritional habits, Health Literacy Scale-Short Form (HLS-SF12) and Digital Healthy Diet Literacy (DDL) Scale, Cooking and Food Preparation Skills (CS and FS) Scale, anthropometric measurements and 24-h food consumption records. Nutrient Adequacy Ratio (NAR) and Mean Adequacy Ratio (MAR) scores, which evaluate the adequacy of the diet in terms of nutrients, were calculated.</p><p><strong>Results: </strong>The total scores of the CS and FS scales in pregnant women differed significantly based on their education level, income level, cooking frequency, and BMI groups (<i>p</i> < 0.05). There was a significant association between the MAR score and the sub-dimension score of CS (<i>p</i> < 0.05). However, there was no significant relationship between the MAR score and the HL and DDL indices (<i>p</i> > 0.05).</p><p><strong>Conclusion: </strong>While a relationship was identified between pregnant women's diet quality and cooking skills, no relationship was found between diet quality and health and digital healthy diet literacy. This study supports the view that pregnant women's cooking and food preparation skills may improve their diet quality.</p>","PeriodicalId":29768,"journal":{"name":"Journal of the American Nutrition Association","volume":" ","pages":"229-236"},"PeriodicalIF":2.6,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145201628","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Validation of the Korean Version of the Nutrition Screening Tool for Every Preschooler (NutriSTEP®): Using the Rasch Model. 韩国版学龄前儿童营养筛选工具(NutriSTEP®)的验证:使用Rasch模型。
IF 2.6 4区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2026-03-01 Epub Date: 2025-10-06 DOI: 10.1080/27697061.2025.2566750
So Hyun Park, Youn-Jung Son, Hanjong Park

Objective: Assessing the nutrition risk of preschoolers is crucial for promoting their healthy growth and development. This study aimed to develop a Korean version of NutriSTEP® by assessing its feasibility, validity, and reliability.

Methods: A quantitative cross-sectional study was conducted with parents of preschoolers aged 3-6 years. Five scholars independently translated the English version of NutriSTEP® into Korean. One-on-one online cognitive interviews were conducted with 10 parents, and an expert panel review with the five scholars was conducted using an item content validity index. A total of 201 parents participated in an online survey, and the criterion validity of NutriSTEP® was assessed using receiver operating characteristic (ROC) curves. Construct validity was examined through item analysis using the Rasch model and known-groups validity, while internal consistency was assessed using the test-retest reliability.

Results: Eight items were revised to improve cultural acceptability and comprehensibility. Each item of NutriSTEP® had an Item-content validity index (I-CVI) of 1.0, and the area under the curve for the ROC curve was 90.5%. A cut-point of NutriSTEP® score to determine moderate risk (> 25) had a sensitivity of 90.5% and specificity of 71.7%, compared to the moderate nutrition risk (≥ 5). The Korean version of NutriSTEP® was unidimensional, and scores varied significantly based on parents' income levels (F = 11.154, p < .001) and children's physical activity levels (t = -4.107, p < .001). The test-retest reliability was .661.

Conclusion: This study confirms that NutriSTEP® is a valid and reliable tool for assessing Korean preschooler's nutrition risk. Using NutriSTEP® could offer valuable insights for promoting healthy dietary behaviors in preschoolers.

目的:评估学龄前儿童营养风险对促进其健康生长发育具有重要意义。本研究旨在通过评估其可行性、有效性和可靠性来开发韩国版的NutriSTEP®。方法:对3 ~ 6岁学龄前儿童家长进行定量横断面研究。5位学者独立完成了《NutriSTEP®》英文版的韩文翻译。对10位家长进行了一对一的在线认知访谈,并使用项目内容效度指数与5位学者进行了专家小组评审。共有201名家长参与了在线调查,并采用受试者工作特征(ROC)曲线评估了NutriSTEP®的标准效度。结构效度采用Rasch模型和已知组效度进行项目分析,内部一致性采用重测信度进行评估。结果:修改了8个项目,提高了文化可接受性和可理解性。NutriSTEP®各项目的项目含量效度指数(I-CVI)为1.0,ROC曲线下面积为90.5%。与中度营养风险(≥5)相比,确定中度风险的NutriSTEP®分界点(bbb25)的敏感性为90.5%,特异性为71.7%。韩国版的NutriSTEP®是单向度的,分数根据父母的收入水平(F = 11.154, p < .001)和儿童的身体活动水平(t = -4.107, p < .001)而有显著差异。重测信度为0.661。结论:本研究证实,NutriSTEP®是评估韩国学龄前儿童营养风险的有效和可靠的工具。使用NutriSTEP®可以为促进学龄前儿童健康饮食行为提供有价值的见解。
{"title":"Validation of the Korean Version of the Nutrition Screening Tool for Every Preschooler (NutriSTEP<sup>®</sup>): Using the Rasch Model.","authors":"So Hyun Park, Youn-Jung Son, Hanjong Park","doi":"10.1080/27697061.2025.2566750","DOIUrl":"10.1080/27697061.2025.2566750","url":null,"abstract":"<p><strong>Objective: </strong>Assessing the nutrition risk of preschoolers is crucial for promoting their healthy growth and development. This study aimed to develop a Korean version of NutriSTEP<sup>®</sup> by assessing its feasibility, validity, and reliability.</p><p><strong>Methods: </strong>A quantitative cross-sectional study was conducted with parents of preschoolers aged 3-6 years. Five scholars independently translated the English version of NutriSTEP<sup>®</sup> into Korean. One-on-one online cognitive interviews were conducted with 10 parents, and an expert panel review with the five scholars was conducted using an item content validity index. A total of 201 parents participated in an online survey, and the criterion validity of NutriSTEP<sup>®</sup> was assessed using receiver operating characteristic (ROC) curves. Construct validity was examined through item analysis using the Rasch model and known-groups validity, while internal consistency was assessed using the test-retest reliability.</p><p><strong>Results: </strong>Eight items were revised to improve cultural acceptability and comprehensibility. Each item of NutriSTEP<sup>®</sup> had an Item-content validity index (I-CVI) of 1.0, and the area under the curve for the ROC curve was 90.5%. A cut-point of NutriSTEP<sup>®</sup> score to determine moderate risk (> 25) had a sensitivity of 90.5% and specificity of 71.7%, compared to the moderate nutrition risk (≥ 5). The Korean version of NutriSTEP<sup>®</sup> was unidimensional, and scores varied significantly based on parents' income levels (<i>F</i> = 11.154, <i>p</i> < .001) and children's physical activity levels (t = -4.107, <i>p</i> < .001). The test-retest reliability was .661.</p><p><strong>Conclusion: </strong>This study confirms that NutriSTEP<sup>®</sup> is a valid and reliable tool for assessing Korean preschooler's nutrition risk. Using NutriSTEP<sup>®</sup> could offer valuable insights for promoting healthy dietary behaviors in preschoolers.</p>","PeriodicalId":29768,"journal":{"name":"Journal of the American Nutrition Association","volume":" ","pages":"280-291"},"PeriodicalIF":2.6,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145233493","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
The Unmet Need for Nutrition Education: Results from Survey of Internal Medicine Residents at an Academic Training Medical Center. 未满足的营养教育需求:对某学术培训医疗中心内科住院医师的调查结果。
IF 2.6 4区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2026-03-01 Epub Date: 2025-10-15 DOI: 10.1080/27697061.2025.2568073
Courtney L DeCan, Katie A Thure, Mina Ma

Objective: Despite the increasing prevalence of obesity and diet-related chronic diseases, nutrition education has been historically lacking in medical education. With increasing access to effective diet-related chronic disease treatments, physicians have an increasingly important role to play in nutrition counseling. We evaluated the attitudes and comfort related to nutrition and nutrition counseling among a cohort of internal medicine residents at a large academic training program.

Methods: An online survey was administered to internal medicine residents on nutrition attitudes and counseling practices using a previously validated questionnaire. The survey was open for responses following an outpatient didactic session in March 2023. Responses were captured using Qualtrics and analyzed using descriptive statistics.

Results: The survey was distributed to 70 trainees. Of the 40 residents from all levels of training who completed the survey 60% reported having received no prior nutrition training in their educational background. Residents generally strongly agreed that nutritional assessments and counseling should be included in any routine appointments, just like diagnosis and treatment of patients, and that physicians can have an effect on patient's dietary behavior if they take the time to discuss the problem. Residents also strongly agreed that most physicians are not adequately trained to discuss nutrition effectively with patients and had low comfort with nutrition counseling across all areas.

Conclusions: Internal medicine residents recognize nutrition counseling as a priority, but report lacking education and comfort to effectively provide adequate nutrition education to patients. This highlights the need for more nutrition education in all levels of general medical training.

目的:尽管肥胖和饮食相关慢性疾病的患病率不断上升,但医学教育历来缺乏营养教育。随着越来越多的人获得有效的饮食相关慢性疾病治疗,医生在营养咨询中扮演越来越重要的角色。我们在一个大型学术培训项目中评估了一组内科住院医师对营养和营养咨询的态度和舒适度。方法:对内科住院医师进行营养态度和咨询实践的在线调查。该调查是在2023年3月的门诊教学会议之后开放的。使用qualics捕获响应,并使用描述性统计进行分析。结果:共发放问卷70份。在完成调查的40名接受过各级培训的住院医生中,60%的人报告说他们的教育背景中没有接受过任何营养培训。住院医生普遍强烈认为,任何例行预约都应该包括营养评估和咨询,就像对病人的诊断和治疗一样,如果医生花时间讨论这个问题,他们可以对病人的饮食行为产生影响。居民们也强烈同意,大多数医生没有接受过充分的培训,无法有效地与患者讨论营养问题,而且对所有领域的营养咨询都不太放心。结论:内科住院医师认识到营养咨询是重中之重,但缺乏对患者进行有效营养教育的教育和安慰。这突出表明需要在各级普通医疗培训中进行更多的营养教育。
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引用次数: 0
Upgraded Estimation of Dietary Intake Using Phenotypic and Biochemical Markers by Supervised Equations: Applicability for Categorizing DQI. 利用有监督方程的表型和生化标记对膳食摄入量的改进估计:DQI分类的适用性。
IF 2.6 4区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2026-03-01 Epub Date: 2025-11-10 DOI: 10.1080/27697061.2025.2564380
Edwin Fernández-Cruz, Víctor de la O, Cristina M Fernández, M Ángel Rubio-Herrera, Pilar Matía-Martín, Alfonso L Calle-Pascual, Ana Barabash, J Alfredo Martínez

Objective: Dietary and nutrient intake directly impact health, whereby adherence to certain dietary patterns is linked to positive outcomes. Traditional methods like the Food Frequency Questionnaire (FFQ) and 24-hour recall are subjective, highlighting the need for advanced techniques that incorporate phenotypic and metabolic data. This pilot exploratory study aimed to assess the feasibility of using machine-learning techniques that integrate routinely collected phenotypic and biochemical data to predict adherence to well-characterized dietary quality indices.

Method: A total of 138 participants were recruited in the Dietary Deal cross-sectional study to collect data on dietary intake (FFQ, 24-hour recall), biochemical markers, physical activity estimation, quality-of-life questionnaires, and anthropometric determinations. The Mediterranean Diet Adherence Screener (MEDAS 17p), the Alternative Healthy Eating Index (AHEI), the Dietary Approaches to Stop Hypertension (DASH), and a pro-vegetarian model were tested as quality indices. Biochemical and dietary data were integrated using adjusted logistic regressions through STATA (v. 18.0) statistical program to identify biochemical markers associated with food consumption to predict dietary quality. Subsequently, an algorithm based on machine-learning techniques was developed, and the predictive capacity of the obtained models was determined using receiver operating characteristic (ROC) curves and related metrics (area under the curve).

Results: A computational algorithm was created for probability classification, adjusted for age, sex, body mass index, physical activity, and SF-36. Key biochemical parameters included glucose, triglycerides, high-density lipoprotein cholesterol, homocysteine, and albumin. Homocysteine (p = 0.007 for AHEI, p = 0.040 for pro-vegetarian), folate (p = 0.039 for DASH, p = 0.019 for pro-vegetarian), and vitamin C (p < 0.001 for AHEI, p = 0.023 for DASH) emerged as significant variables across diet quality indices. The explanatory capacity of the fully adjusted model ranged from R2 = 22.07% to 35.76%, depending on the index. The model's accuracy ranged from 72.46% to 78.26%, with ROC values between 0.79 and 0.87, indicating moderate to good predictive validity of the training data on itself.

Conclusions: This pilot exploratory analysis demonstrates the feasibility of integrating dietary and biochemical data to suitably predict adherence to validated dietary quality indices, Although not intended as a deployable prediction tool, the study provides preliminary evidence supporting the potential of routinely collected clinical data to inform personalized precision dietary advice through objective computational algorithms for precision nutrition implementation.

目的:饮食和营养摄入直接影响健康,因此坚持某些饮食模式与积极结果有关。传统的方法,如食物频率问卷(FFQ)和24小时召回是主观的,强调需要结合表型和代谢数据的先进技术。本初步探索性研究旨在评估使用机器学习技术整合常规收集的表型和生化数据来预测对特征明确的饮食质量指标的依从性的可行性。方法:在膳食交易横断面研究中共招募了138名参与者,收集饮食摄入量(FFQ, 24小时回忆),生化指标,身体活动估计,生活质量问卷和人体测量测定的数据。以地中海饮食依从性筛查(MEDAS 17p)、替代健康饮食指数(AHEI)、停止高血压的饮食方法(DASH)和亲素食模型作为质量指标进行测试。通过STATA (v. 18.0)统计程序整合生化和饮食数据,采用调整后的logistic回归来识别与食物消费相关的生化标记,以预测饮食质量。随后,开发了一种基于机器学习技术的算法,并使用受试者工作特征(ROC)曲线和相关指标(曲线下面积)确定所获得模型的预测能力。结果:根据年龄、性别、体重指数、体力活动和SF-36进行调整,建立了概率分类的计算算法。关键生化参数包括葡萄糖、甘油三酯、高密度脂蛋白胆固醇、同型半胱氨酸和白蛋白。同型半胱氨酸(AHEI组p = 0.007,亲素食组p = 0.040)、叶酸(DASH组p = 0.039,亲素食组p = 0.019)和维生素C (DASH组p = 0.023)是饮食质量指标中的重要变量。完全调整后模型的解释能力随指标的不同,R2 = 22.07% ~ 35.76%。模型的准确率在72.46% ~ 78.26%之间,ROC值在0.79 ~ 0.87之间,表明训练数据对自身具有中等到较好的预测效度。结论:该试点探索性分析证明了整合饮食和生化数据来适当预测有效膳食质量指标依从性的可行性,尽管不打算作为可部署的预测工具,但该研究提供了初步证据,支持常规收集的临床数据的潜力,通过客观的计算算法为精确营养实施提供个性化精确饮食建议。
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引用次数: 0
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Journal of the American Nutrition Association
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