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Exploring the Epidemiology and Molecular Mechanisms of Riboflavin Against Chronic Kidney Disease Based on Data Mining, Single-Cell RNA Sequencing and Molecular Docking. 基于数据挖掘、单细胞RNA测序和分子对接探索核黄素抗慢性肾脏疾病的流行病学和分子机制。
IF 2.6 4区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-11-01 Epub Date: 2025-05-28 DOI: 10.1080/27697061.2025.2509900
Ziyi Liu, Jiyuan Li, Fenghua Peng, Hongliang Zhang

Background: Riboflavin, which is mainly obtained from dietary sources, plays a role mainly in energy metabolism and antioxidants, and has been used for the prevention and treatment of several diseases. However, the epidemiological and molecular mechanisms linking riboflavin to chronic kidney disease (CKD) are unclear.

Methods: Epidemiological studies were conducted using data from the National Health and Nutrition Examination Survey. Logistic regression models and restricted cubic spline were used to assess the association between riboflavin and CKD. Mediation analyses were applied to explore the effects of inflammatory factors. In addition, molecular mechanism studies were conducted using multiple publicly available databases. STRING, Cytoscape and microarray data were used to screen the genes. Clinical relevance and distribution of targets in the kidney were explored using the Nephroseq v5 online platform and single-cell RNA sequencing. The binding activity of riboflavin to target proteins was investigated by molecular docking.

Results: The weighted prevalence of CKD was 14.8%. High riboflavin intake is associated with a reduced risk of CKD (especially early CKD). Mediation analysis showed that alkaline phosphatase mediated riboflavin to reduce CKD prevalence with a mediation ratio of 10.5%. 74 potential targets of riboflavin against CKD were obtained through data mining. The possible mechanisms of riboflavin against CKD are related to apoptosis, PI3K/Akt signaling, MAPK signaling and IL17 signaling pathway, among which 9 hub genes (MYC, TP53, BCL2, AKT1, TNF, JUN, IL1B, IL6 and CASP3) are mainly related to MAPK signaling. In CKD patients, IL1B expression levels were increased, mainly in renal macrophages, and correlated with decreased renal function, while signals such as VISFATIN and SPP1 were highly expressed. Molecular docking verified that riboflavin has good binding potential to IL1B protein.

Conclusions: This study highlights the clinical potential of riboflavin in preventing CKD, and explores its epidemiological and preventive mechanisms.

背景:核黄素主要从膳食中获取,主要在能量代谢和抗氧化剂中起作用,已被用于预防和治疗多种疾病。然而,将核黄素与慢性肾脏疾病(CKD)联系起来的流行病学和分子机制尚不清楚。方法:采用全国健康与营养调查资料进行流行病学研究。采用Logistic回归模型和受限三次样条来评估核黄素与CKD之间的关系。采用中介分析探讨炎症因子的影响。此外,利用多个公开数据库进行了分子机制研究。使用STRING、Cytoscape和微阵列数据筛选基因。使用Nephroseq v5在线平台和单细胞RNA测序,探索肾脏靶点的临床相关性和分布。采用分子对接的方法研究核黄素与靶蛋白的结合活性。结果:CKD的加权患病率为14.8%。高核黄素摄入量与CKD(尤其是早期CKD)的风险降低有关。中介分析显示碱性磷酸酶介导核黄素降低CKD患病率,中介率为10.5%。通过数据挖掘获得了74个核黄素抗CKD的潜在靶点。核黄素抗CKD的可能机制与细胞凋亡、PI3K/Akt信号通路、MAPK信号通路和IL17信号通路有关,其中9个枢纽基因(MYC、TP53、BCL2、AKT1、TNF、JUN、IL1B、IL6和CASP3)主要与MAPK信号通路有关。在CKD患者中,IL1B表达水平升高,主要表现在肾巨噬细胞中,且与肾功能下降相关,VISFATIN、SPP1等信号高表达。分子对接验证核黄素与IL1B蛋白具有良好的结合潜力。结论:本研究突出了核黄素预防CKD的临床潜力,并探讨了其流行病学和预防机制。
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引用次数: 0
Epigenetic Signatures of Type 2 Diabetes Remission and Substantial Weight Loss: The Role of DNA Methylation in Response to Low-Calorie Diet Intervention. 2型糖尿病缓解和体重减轻的表观遗传特征:DNA甲基化在低热量饮食干预中的作用
IF 2.6 4区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-11-01 Epub Date: 2025-06-05 DOI: 10.1080/27697061.2025.2513378
Shuxiao Shi, Sujing Wang, Deshan Wu, Kexin Li, Guangrui Yang, Lan Xu, Nannan Feng, Xihao Du, Victor W Zhong

Objectives: Low-calorie diet (LCD) interventions can lead to remission of type 2 diabetes (T2D), but the underlying mechanisms are not well understood. As a diet-sensitive regulator of gene expression, DNA methylation may reveal pathways underlying remission. However, whether individuals with different responses to LCD-induced T2D remission and weight loss exhibit distinct DNA methylation patterns remains unclear.

Methods: A 3-month intensive weight loss intervention (815-835 kcal/d) and a following 3-month weight loss maintenance phase were conducted among participants with T2D. DNA methylation was measured using the Infinium Methylation EPIC BeadChip (935K) at 4 timepoints. Differentially methylated cytosine-phosphate-guanine (CpG) sites and regions were analyzed to identify changes between those who achieved T2D remission and weight loss >12 kg and those who did not. Predictive models based on DNA methylation profiles at baseline and week 1 were developed to forecast individual responses to LCD.

Results: Seventeen individuals (mean age 36.8 [8.5] years, 29.4% women) were included, and 11 of them achieved T2D remission. Of the 784,965 CpG sites, the microarray identified 8 and 13 CpG sites differentially methylated for T2D remission and weight loss status, respectively, mapping to 9 gene regions, including PKFP, PON1, and SERINC5. Pathway analysis mapped these genes to glucose and lipid metabolism pathways. Methylation-inferred scores showed a greater improvement in predicting T2D remission and weight loss status following the LCD intervention than the base models (area under curve ranges: 0.86-0.88 vs. 0.73-0.80).

Conclusions: Variation in DNA methylation profiles across individuals with differing responses to the LCD, highlighting the epigenetic roles in the effects of the LCD on weight loss and T2D remission. Baseline DNA methylation status may serve as a predictor of T2D remission in response to LCD intervention.

Clinical trial registry number and website: This trial was registered at the https://clinicaltrials.gov/study/NCT05472272?cond=NCT05472272&rank=1 as NCT05472272.

目的:低热量饮食(LCD)干预可导致2型糖尿病(T2D)缓解,但其潜在机制尚不清楚。作为一种饮食敏感的基因表达调节剂,DNA甲基化可能揭示了缓解的途径。然而,对lcd诱导的T2D缓解和体重减轻有不同反应的个体是否表现出不同的DNA甲基化模式尚不清楚。方法:对T2D患者进行为期3个月的强化减肥干预(815-835 kcal/d)和随后3个月的减肥维持期。使用Infinium methylation EPIC BeadChip (935K)在4个时间点测量DNA甲基化。分析差异甲基化的胞嘧啶-磷酸-鸟嘌呤(CpG)位点和区域,以确定T2D缓解和体重减轻(12kg)与未实现缓解和体重减轻(12kg)的患者之间的变化。基于基线和第1周DNA甲基化谱的预测模型被开发来预测个体对LCD的反应。结果:纳入17例患者(平均年龄36.8[8.5]岁,女性29.4%),其中11例患者T2D缓解。在784,965个CpG位点中,微阵列鉴定出8个和13个CpG位点分别在T2D缓解和体重减轻状态下甲基化差异,定位到9个基因区域,包括PKFP、PON1和SERINC5。途径分析将这些基因定位到葡萄糖和脂质代谢途径。甲基化推断评分在预测LCD干预后的T2D缓解和体重减轻状况方面比基础模型有更大的改善(曲线下面积范围:0.86-0.88 vs. 0.73-0.80)。结论:DNA甲基化谱在对LCD有不同反应的个体中存在差异,突出了LCD在体重减轻和T2D缓解中的表观遗传作用。基线DNA甲基化状态可作为LCD干预后T2D缓解的预测因子。临床试验注册号和网站:该试验注册于https://clinicaltrials.gov/study/NCT05472272?cond=NCT05472272&rank=1,注册号为NCT05472272。
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引用次数: 0
Glycemic Index and Appetite Response of Iron-Biofortified Cowpeas (Vigna unguiculata (l.) Walp.) in Healthy Adults and Its Effects on Inflammation and Oxidative Stress in Raw 264.7 Cells. 铁生物强化豇豆的血糖指数和食欲反应(1)Walp.)在健康成人及其对原始264.7细胞炎症和氧化应激的影响。
IF 2.6 4区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-11-01 Epub Date: 2025-05-09 DOI: 10.1080/27697061.2025.2502834
Mariana Grancieri, Letícia de Souza Scherrer Medeiros, Cíntia Tomaz Sant'Ana, Livia Maria da Silva, Rita de Cássia Gonçalves Alfenas, Neuza Maria Brunoro Costa

Objective: This study aimed to determine the glycemic index of conventional and biofortified cowpeas, their effects on healthy individuals' appetite, and their anti-inflammatory and antioxidant effects in RAW 264.7 cells.

Methods: Iron biofortified (BRS Aracê, BRS Tumucumaque, and BRS Xiquexique) and conventional (BRS Pajeú) cowpeas were cooked and their chemical composition was analyzed. Eutrophic adults (n = 11) consumed each cowpea and control glucose and post-prandial glucose and appetite responses were obtained over 120 min. In vitro, the study used RAW 264.7 cells stimulated with lipopolysaccharide-LPS (1 µML) and treated with digested cowpea beans (1 mg/mL). Total antioxidant capacity (TAC), nitric oxide, superoxide dismutase (SOD), TNF-α, and IL-10 were analyzed in the cell and culture medium, and NF-κB by immunohistochemistry. The data were analyzed by ANOVA and post-hoc of Tukey (p < 0.05).

Results: All cowpeas had a lower incremental area under the glycemic curve (iAUC) than glucose. In appetite responses, Pajeú had the lowest "hunger sensation" and higher "satiety sensation" (p < 0.05). In vitro analysis showed that Pajeú and Tumucumaque improved TAC and biofortified cowpeas reduced the activation and translocation of NF-κB to nuclei. However, the cowpeas had no effects on SOD activity, nitric oxide, TNF-α, and IL-10 released and production into cells (p > 0.05).

Conclusions: Cowpea, biofortified or not, presents benefits in reducing the glycemic index, but has a moderate impact on induced inflammation, being a sustainable option for human intake and health.

Clinical trial registration: Brazilian Clinical Trials Registry (ReBEC), number RBR-7ntftdv.

目的:研究传统豇豆和生物强化豇豆的血糖指数、对健康个体食欲的影响以及对RAW 264.7细胞的抗炎和抗氧化作用。方法:将铁生物强化豇豆(BRS Aracê、BRS Tumucumaque、BRS Xiquexique)和普通豇豆(BRS Pajeú)煮熟,分析其化学成分。富营养化成人(n = 11)食用每颗豇豆,并在120分钟内控制血糖、餐后血糖和食欲反应。体外实验采用脂多糖- lps(1µML)刺激RAW 264.7细胞,并用消化的豇豆(1 mg/ ML)处理。免疫组化分析细胞和培养基中总抗氧化能力(TAC)、一氧化氮、超氧化物歧化酶(SOD)、TNF-α、IL-10及NF-κB。结果:所有豇豆的血糖曲线下增量面积(iAUC)均低于葡萄糖。在食欲反应中,Pajeú具有最低的“饥饿感”和较高的“饱腹感”(p)。体外分析表明,Pajeú和Tumucumaque改善了TAC,生物强化的豆豆减少了NF-κB向细胞核的激活和易位。豇豆对细胞内SOD活性、一氧化氮、TNF-α和IL-10的释放和生成无显著影响(p < 0.05)。结论:豇豆,无论是否生物强化,在降低血糖指数方面都有好处,但对诱导炎症有中等影响,是人类摄入和健康的可持续选择。临床试验注册:巴西临床试验注册中心(ReBEC),编号RBR-7ntftdv。
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引用次数: 0
Association of the Dietary Index for Gut Microbiota With Severity, Renal Function, and Sarcopenia in Patients With Chronic Kidney Disease: A Population-Based Cross-Sectional Study. 慢性肾病患者肠道微生物群饮食指数与严重程度、肾功能和肌肉减少症的关系:一项基于人群的横断面研究
IF 2.6 4区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-11-01 Epub Date: 2025-05-18 DOI: 10.1080/27697061.2025.2501977
Xiaofeng Xu, Huiyi Su, Junhong Chen, Dan Liu, Aiyue Chen, Dandan Hu, Jing Cao, Yong Huang

Objective: The aim of this research was to clarify the relationship between the Dietary Index for Gut Microbiota (DI-GM) and the severity of chronic kidney disease (CKD), renal function, and the prevalence of sarcopenia in patients with CKD, as well as the role of the Systemic Immune-Inflammation Index (SII) therein.

Method: Using data from the National Health and Nutrition Examination Survey (NHANES) 2007-2018, the study included 2169 participants with CKD. DI-GM was calculated on a scale of 0 to 13, with higher scores indicating a healthier gut microbiome. CKD severity was categorized by estimated glomerular filtration rate (eGFR), and sarcopenia was defined using appendicular lean mass adjusted for body mass index. Statistical analyses included weighted regression models, restricted cubic spline, subgroup analysis, and mediation analysis.

Results: Higher DI-GM scores were associated with lower CKD severity (odds ratio [OR], 0.85; 95% confidence interval [CI], 0.78-0.94; p = .001), improved renal function (eGFR, β = 1.078, p = .020; serum creatinine, β = -1.548, p = .026; blood urea nitrogen, β = -0.091, p = .026), and reduced sarcopenia prevalence (OR, 0.70; 95% CI, 0.57-0.87; p = .002). SII score partially mediated the association between DI-GM score and sarcopenia in CKD, accounting for 12.11% of the effect (p < .001). No significant associations were found between DI-GM score and all-cause or cardiovascular mortality among the population with CKD.

Conclusions: Findings suggest that dietary interventions targeting gut microbiota may have benefits in managing CKD severity, improving renal function, and reducing sarcopenia risk.

目的:本研究旨在阐明肠道微生物群膳食指数(DI-GM)与慢性肾脏疾病(CKD)严重程度、肾功能、肌少症患病率的关系,以及系统性免疫炎症指数(SII)在其中的作用。方法:使用2007-2018年国家健康与营养检查调查(NHANES)的数据,该研究纳入了2169名CKD患者。DI-GM的计算范围从0到13,分数越高表明肠道微生物群越健康。CKD的严重程度通过估计的肾小球滤过率(eGFR)来分类,肌肉减少症通过经体重指数调整的阑尾瘦质量来定义。统计分析包括加权回归模型、限制三次样条、亚群分析和中介分析。结果:较高的DI-GM评分与较低的CKD严重程度相关(优势比[OR], 0.85;95%置信区间[CI], 0.78-0.94;p =措施),改善肾功能(表皮生长因子受体,β= 1.078,p = .020;血清肌酐,β = -1.548, p = 0.026;血尿素氮,β = -0.091, p = 0.026),肌肉减少症患病率降低(OR, 0.70;95% ci, 0.57-0.87;p = .002)。SII评分部分介导了DI-GM评分与CKD肌少症之间的关联,占12.11% (p .001)。在CKD人群中,没有发现DI-GM评分与全因死亡率或心血管死亡率之间的显著关联。结论:研究结果表明,针对肠道微生物群的饮食干预可能在控制CKD严重程度、改善肾功能和降低肌肉减少症风险方面具有益处。
{"title":"Association of the Dietary Index for Gut Microbiota With Severity, Renal Function, and Sarcopenia in Patients With Chronic Kidney Disease: A Population-Based Cross-Sectional Study.","authors":"Xiaofeng Xu, Huiyi Su, Junhong Chen, Dan Liu, Aiyue Chen, Dandan Hu, Jing Cao, Yong Huang","doi":"10.1080/27697061.2025.2501977","DOIUrl":"10.1080/27697061.2025.2501977","url":null,"abstract":"<p><strong>Objective: </strong>The aim of this research was to clarify the relationship between the Dietary Index for Gut Microbiota (DI-GM) and the severity of chronic kidney disease (CKD), renal function, and the prevalence of sarcopenia in patients with CKD, as well as the role of the Systemic Immune-Inflammation Index (SII) therein.</p><p><strong>Method: </strong>Using data from the National Health and Nutrition Examination Survey (NHANES) 2007-2018, the study included 2169 participants with CKD. DI-GM was calculated on a scale of 0 to 13, with higher scores indicating a healthier gut microbiome. CKD severity was categorized by estimated glomerular filtration rate (eGFR), and sarcopenia was defined using appendicular lean mass adjusted for body mass index. Statistical analyses included weighted regression models, restricted cubic spline, subgroup analysis, and mediation analysis.</p><p><strong>Results: </strong>Higher DI-GM scores were associated with lower CKD severity (odds ratio [OR], 0.85; 95% confidence interval [CI], 0.78-0.94; <i>p</i> = .001), improved renal function (eGFR, β = 1.078, <i>p</i> = .020; serum creatinine, β = -1.548, <i>p</i> = .026; blood urea nitrogen, β = -0.091, <i>p</i> = .026), and reduced sarcopenia prevalence (OR, 0.70; 95% CI, 0.57-0.87; <i>p</i> = .002). SII score partially mediated the association between DI-GM score and sarcopenia in CKD, accounting for 12.11% of the effect (<i>p <</i> .001). No significant associations were found between DI-GM score and all-cause or cardiovascular mortality among the population with CKD.</p><p><strong>Conclusions: </strong>Findings suggest that dietary interventions targeting gut microbiota may have benefits in managing CKD severity, improving renal function, and reducing sarcopenia risk.</p>","PeriodicalId":29768,"journal":{"name":"Journal of the American Nutrition Association","volume":" ","pages":"703-711"},"PeriodicalIF":2.6,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144095174","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
Safety Study and Molecular Docking Analysis of Phyto-Constituents from Withania somnifera Leaves: Insights into Dipeptidyl Peptidase-4 (DPP-4) Inhibition and Therapeutic Potential. Withania somnifera叶片植物成分的安全性研究与分子对接分析:二肽基肽酶-4 (DPP-4)抑制作用及其治疗潜力
IF 2.6 4区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-11-01 Epub Date: 2025-05-20 DOI: 10.1080/27697061.2025.2502832
Muhammad Usman Khalid, Muhammad Tauseef Sultan, Ahmad Mujtaba Noman, Khurram Afzal, Fahad Saad Alhodieb, Faiyaz Ahmed, Syed Abid Hussain

Background: Medicinal plants form the foundation of healthcare systems and modern medicine, offering powerful therapeutic potential to combat a wide range of chronic metabolic disorders.

Objective: The present study evaluates the safety of Withania somnifera leaf extracts using rodent modeling for 56 days. It also explores the molecular docking interactions of Withania somnifera (WS) leaf phytoconstituents with the dipeptidyl peptidase-4 (DPP-4) receptor.

Methodology: A total of 20 rats were divided into 5 groups (G0: Normal diet, G1: 0.25% WS leaves Extract, G3: 0.5% WS leaves Extract, G4: 0.5% WS leaves powder, and G5: 1% WS leaves powder) for 56 days. The organ-to-body weight ratio, LFTs, RFTs, and hematological profile were determined in the 4th and 8th weeks. On the other hand, the structures of compounds identified from the methanolic extract of W. somnifera leaves were modified into PDBQT format to perform molecular docking.

Results: The results showed that all parameters varied within normal ranges. The hematological parameters were higher in G2 after the 28th day compared to the values after the 56th day. The maximum values of serum glucose and lipid parameters were found in the G3 group as compared to other groups, while hepato-renal markers were high in G0. Molecular docking revealed the binding affinity of w-02, w-03, w-04, w-05, and w-07 with DPP-4 receptors; moreover, w-04 had the highest binding affinity of -6.4 kcal/mol.

Conclusion: The 0.5% leaves extract of W. somnifera revealed positive effect on hematological and biochemical profile of rats without causing any adverse effects.

背景:药用植物是医疗保健系统和现代医学的基础,为对抗各种慢性代谢紊乱提供了强大的治疗潜力。目的:通过56天的动物模型研究苦参叶提取物的安全性。探讨了Withania somnifera (WS)叶片植物成分与二肽基肽酶-4 (DPP-4)受体的分子对接作用。方法:将20只大鼠分为5组(G0:正常饮食,G1: 0.25% WS叶提取物,G3: 0.5% WS叶提取物,G4: 0.5% WS叶粉,G5: 1% WS叶粉),饲养56 d。在第4周和第8周测定器官体重比、LFTs、RFTs和血液学特征。另一方面,对从苦楝叶甲醇提取物中鉴定出的化合物结构进行PDBQT修饰,进行分子对接。结果:实验结果表明,各项指标均在正常范围内。第28天G2血液学指标高于第56天。血清葡萄糖、血脂指标均以G3组最高,肝肾指标均以G0组高。分子对接显示w-02、w-03、w-04、w-05和w-07与DPP-4受体的结合亲和力;w-04的结合亲和力最高,为-6.4 kcal/mol。结论:0.5%菟丝子叶提取物对大鼠血液学和生化指标均有积极作用,且无不良反应。
{"title":"Safety Study and Molecular Docking Analysis of Phyto-Constituents from <i>Withania somnifera</i> Leaves: Insights into Dipeptidyl Peptidase-4 (DPP-4) Inhibition and Therapeutic Potential.","authors":"Muhammad Usman Khalid, Muhammad Tauseef Sultan, Ahmad Mujtaba Noman, Khurram Afzal, Fahad Saad Alhodieb, Faiyaz Ahmed, Syed Abid Hussain","doi":"10.1080/27697061.2025.2502832","DOIUrl":"10.1080/27697061.2025.2502832","url":null,"abstract":"<p><strong>Background: </strong>Medicinal plants form the foundation of healthcare systems and modern medicine, offering powerful therapeutic potential to combat a wide range of chronic metabolic disorders.</p><p><strong>Objective: </strong>Th<b>e</b> present study evaluates the safety of <i>Withania somnifera</i> leaf extracts using rodent modeling for 56 days. It also explores the molecular docking interactions of <i>Withania somnifera (WS)</i> leaf phytoconstituents with the dipeptidyl peptidase-4 (DPP-4) receptor.</p><p><strong>Methodology: </strong>A total of 20 rats were divided into 5 groups (G0: Normal diet, G1: 0.25% WS leaves Extract, G3: 0.5% WS leaves Extract, G4: 0.5% WS leaves powder, and G5: 1% WS leaves powder) for 56 days. The organ-to-body weight ratio, LFTs, RFTs, and hematological profile were determined in the 4th and 8th weeks. On the other hand, the structures of compounds identified from the methanolic extract of <i>W. somnifera</i> leaves were modified into PDBQT format to perform molecular docking.</p><p><strong>Results: </strong>The results showed that all parameters varied within normal ranges. The hematological parameters were higher in G2 after the 28th day compared to the values after the 56th day. The maximum values of serum glucose and lipid parameters were found in the G3 group as compared to other groups, while hepato-renal markers were high in G0. Molecular docking revealed the binding affinity of w-02, w-03, w-04, w-05, and w-07 with DPP-4 receptors; moreover, w-04 had the highest binding affinity of -6.4 kcal/mol.</p><p><strong>Conclusion: </strong>The 0.5% leaves extract of <i>W. somnifera</i> revealed positive effect on hematological and biochemical profile of rats without causing any adverse effects.</p>","PeriodicalId":29768,"journal":{"name":"Journal of the American Nutrition Association","volume":" ","pages":"712-724"},"PeriodicalIF":2.6,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144112026","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
A Standardized Asparagus Racemosus Root Extract Improves Hormonal Balance and Menstrual Health and Reduces Vasomotor Symptoms in Perimenopausal Women: A Randomized, Double-Blind, Placebo-Controlled Study. 标准化总状芦笋根提取物改善围绝经期妇女的激素平衡和月经健康,减少血管舒缩症状:一项随机、双盲、安慰剂对照研究
IF 2.6 4区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-11-01 Epub Date: 2025-05-28 DOI: 10.1080/27697061.2025.2510474
Poonam Yadav, Suman Yadav, Sai Sarada Vedururu, Gayatri Kumari

Background: Perimenopausal women often experience dysmenorrhea, menstrual cramps, hormonal imbalances and vasomotor symptoms (VMS), significantly affecting their quality of life. In Ayurveda, Asparagus racemosus (Shatavari) root extract has been used for female reproductive health. This study evaluated the safety and efficacy of CL22205, a standardized A. racemosus root extract, in managing perimenopausal symptoms.

Methods: This randomized, double-blind, placebo-controlled trial was conducted on 50 perimenopausal women (age: 40-50 years) experiencing mild to moderate climacteric symptoms. Participants received either CL22205 (200 mg/day) or placebo over a period of 120 consecutive days. Primary outcome measure was Menopausal Rating Scale (MRS) scores. Secondary measures assessed Hot Flash Weekly Weighted Score (HFWWS), Menstrual Symptom Questionnaire (MSQ), ovarian follicular number using ultrasonography, serum Follicle-Stimulating Hormone (FSH), Luteinizing Hormone (LH), Anti-Müllerian Hormone (AMH), and 17β-Estradiol (E2), skin and hair quality, and patient satisfaction using Integrative Medicine Patient Satisfaction & Outcome Scales (IMPSS & IMOS). Serum biochemistry, hematology, and urine analysis were performed for safety evaluation.

Results: CL22205 significantly reduced (p < 0.001) total MRS scores and HFWWS vs. placebo and baseline after 120 days of treatment, menstrual symptoms (congestive and spasmodic dysmenorrhea) were improved (p < 0.001). CL22205 decreased serum FSH (56.3%), LH (34.3%), and increased AMH (188.1%, p < 0.001) levels. Skin and hair quality improved significantly (p < 0.001), with no adverse events.

Conclusion: CL22205 effectively reduces VMS, menstrual discomfort, and hormonal imbalances while improving skin and hair health, offering a safe and natural alternative for perimenopausal symptoms management.

背景:围绝经期妇女经常出现痛经、痛经、激素失衡和血管舒缩症状(VMS),严重影响她们的生活质量。在阿育吠陀,总状芦笋(Shatavari)根提取物已用于女性生殖健康。本研究评估了CL22205(一种标准化的总状藤根提取物)治疗围绝经期症状的安全性和有效性。方法:这项随机、双盲、安慰剂对照试验对50名出现轻度至中度更年期症状的围绝经期妇女(年龄:40-50岁)进行了研究。参与者在连续120天内接受CL22205(200毫克/天)或安慰剂。主要结局指标为绝经期评定量表(MRS)评分。二次测量评估潮热每周加权评分(HFWWS)、月经症状问卷(MSQ)、超声检查卵巢卵泡数、血清促卵泡激素(FSH)、促黄体生成素(LH)、抗勒勒管激素(AMH)和17β-雌二醇(E2)、皮肤和头发质量,以及使用中西医结合患者满意度和结果量表(IMPSS和IMOS)评估患者满意度。血清生化、血液学和尿液分析用于安全性评估。结论:CL22205可有效减少VMS、月经不适和激素失衡,同时改善皮肤和头发健康,为围绝经期症状管理提供安全、天然的替代方案。
{"title":"A Standardized <i>Asparagus Racemosus</i> Root Extract Improves Hormonal Balance and Menstrual Health and Reduces Vasomotor Symptoms in Perimenopausal Women: A Randomized, Double-Blind, Placebo-Controlled Study.","authors":"Poonam Yadav, Suman Yadav, Sai Sarada Vedururu, Gayatri Kumari","doi":"10.1080/27697061.2025.2510474","DOIUrl":"10.1080/27697061.2025.2510474","url":null,"abstract":"<p><strong>Background: </strong>Perimenopausal women often experience dysmenorrhea, menstrual cramps, hormonal imbalances and vasomotor symptoms (VMS), significantly affecting their quality of life. In Ayurveda, <i>Asparagus racemosus</i> (Shatavari) root extract has been used for female reproductive health. This study evaluated the safety and efficacy of CL22205, a standardized <i>A. racemosus</i> root extract, in managing perimenopausal symptoms.</p><p><strong>Methods: </strong>This randomized, double-blind, placebo-controlled trial was conducted on 50 perimenopausal women (age: 40-50 years) experiencing mild to moderate climacteric symptoms. Participants received either CL22205 (200 mg/day) or placebo over a period of 120 consecutive days. Primary outcome measure was Menopausal Rating Scale (MRS) scores. Secondary measures assessed Hot Flash Weekly Weighted Score (HFWWS), Menstrual Symptom Questionnaire (MSQ), ovarian follicular number using ultrasonography, serum Follicle-Stimulating Hormone (FSH), Luteinizing Hormone (LH), Anti-Müllerian Hormone (AMH), and 17β-Estradiol (E2), skin and hair quality, and patient satisfaction using Integrative Medicine Patient Satisfaction & Outcome Scales (IMPSS & IMOS). Serum biochemistry, hematology, and urine analysis were performed for safety evaluation.</p><p><strong>Results: </strong>CL22205 significantly reduced (<i>p</i> < 0.001) total MRS scores and HFWWS vs. placebo and baseline after 120 days of treatment, menstrual symptoms (congestive and spasmodic dysmenorrhea) were improved (<i>p</i> < 0.001). CL22205 decreased serum FSH (56.3%), LH (34.3%), and increased AMH (188.1%, <i>p</i> < 0.001) levels. Skin and hair quality improved significantly (<i>p</i> < 0.001), with no adverse events.</p><p><strong>Conclusion: </strong>CL22205 effectively reduces VMS, menstrual discomfort, and hormonal imbalances while improving skin and hair health, offering a safe and natural alternative for perimenopausal symptoms management.</p>","PeriodicalId":29768,"journal":{"name":"Journal of the American Nutrition Association","volume":" ","pages":"754-764"},"PeriodicalIF":2.6,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144162127","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
Commentary: "Oxidative Balance Score Associated with Osteoporosis in Younger Women: A Cross-Sectional Analysis of the National Health and Nutrition Examination Survey 2013-2014 and 2017-2018 Data". 评论:“氧化平衡评分与年轻女性骨质疏松症相关:2013-2014年和2017-2018年国家健康与营养检查调查数据的横断面分析”。
IF 2.6 4区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-11-01 Epub Date: 2025-08-19 DOI: 10.1080/27697061.2025.2509898
Yu Hong, Li Xiangming, Lin Zhijiong
{"title":"Commentary: \"Oxidative Balance Score Associated with Osteoporosis in Younger Women: A Cross-Sectional Analysis of the National Health and Nutrition Examination Survey 2013-2014 and 2017-2018 Data\".","authors":"Yu Hong, Li Xiangming, Lin Zhijiong","doi":"10.1080/27697061.2025.2509898","DOIUrl":"10.1080/27697061.2025.2509898","url":null,"abstract":"","PeriodicalId":29768,"journal":{"name":"Journal of the American Nutrition Association","volume":" ","pages":"738-740"},"PeriodicalIF":2.6,"publicationDate":"2025-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144883899","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
Effects of Acute Caffeine Intake on Endurance Performance and Cardiac Autonomic Modulation in Patients with COPD. 急性咖啡因摄入对慢性阻塞性肺病患者耐力表现和心脏自主调节的影响。
IF 2.6 4区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-10-28 DOI: 10.1080/27697061.2025.2577341
B M Costa, A Ferreira Junior, G Ferreira, C Motin, A E Lima-Silva, N M Okuno

Objective: This study aimed to investigate the effects of acute caffeine (CAF) intake on heart rate, time to exhaustion, and cardiac autonomic modulation during a constant-load exercise test in patients with chronic obstructive pulmonary disease (COPD).

Methods: A counterbalanced, randomized, double-blind, placebo-controlled, and crossover design was adopted in the present study. Eleven patients diagnosed with COPD initially performed a maximal incremental exercise test on a cycle ergometer, and from 72 to 96 h later, a constant-load exercise test (60% of the peak power achieved in the maximal incremental exercise test) after ingestion of CAF (5 mg.kg-1) or placebo (cellulose, PLA) 60 min before the test. Heart rate (HR) and heart rate variability (HRV) were continuously monitored beat-to-beat throughout the test and recovery using a portable HR monitor.

Results: During exercise, the response of HR showed a significant effect of time (p < 0.001), but there was no main effect of condition (p = 0.76) or a time x condition interaction (p = 0.74). CAF ingestion increased time to exhaustion during the constant-load exercise test compared to PLA (p = 0.04). The CAF ingestion also reduced the magnitude of HR recovery 60 s post-exercise in comparison with PLA (p = 0.02). No other significant differences were found for HR recovery in further time points or HRV indices (p > 0.05).

Conclusion: In conclusion, acute CAF ingestion increased time to exhaustion in a constant-load exercise test in patients with COPD. There was no main effect of CAF on HR during exercise. Although CAF reduced HR recovery at the beginning of recovery, CAF did not seem to induce more prolonged changes on cardiac autonomic modulation post-exercise. These findings suggest CAF could be safety used as an effective ergogenic aid to optimize the endurance performance of patients with COPD.

目的:本研究旨在探讨急性咖啡因(CAF)摄入对慢性阻塞性肺疾病(COPD)患者恒负荷运动试验中心率、疲劳时间和心脏自主调节的影响。方法:本研究采用平衡、随机、双盲、安慰剂对照、交叉试验设计。11名诊断为慢性阻塞性肺病的患者最初在循环测力仪上进行了最大增量运动试验,并在试验前60分钟摄入CAF (5 mg.kg-1)或安慰剂(纤维素,PLA)后,在72至96小时后进行了恒定负荷运动试验(最大增量运动试验中达到峰值功率的60%)。在整个测试和恢复过程中,使用便携式心率监测仪连续监测心率(HR)和心率变异性(HRV)。结果:在运动过程中,HR的反应受时间(p p = 0.76)或时间-条件交互作用(p = 0.74)的影响显著。与PLA相比,CAF摄入增加了恒负荷运动试验期间的疲劳时间(p = 0.04)。与PLA相比,摄入CAF也降低了运动后60 s的心率恢复幅度(p = 0.02)。两组心率恢复在其他时间点及HRV指标上无显著差异(p < 0.05)。结论:总之,慢性阻塞性肺病患者在恒负荷运动试验中,急性CAF摄入增加了疲劳时间。运动时CAF对HR无主要影响。虽然CAF在恢复开始时降低了HR恢复,但CAF似乎并没有引起运动后心脏自主调节更持久的变化。这些发现表明,CAF可以作为一种安全有效的促氧剂,用于优化COPD患者的耐力表现。
{"title":"Effects of Acute Caffeine Intake on Endurance Performance and Cardiac Autonomic Modulation in Patients with COPD.","authors":"B M Costa, A Ferreira Junior, G Ferreira, C Motin, A E Lima-Silva, N M Okuno","doi":"10.1080/27697061.2025.2577341","DOIUrl":"https://doi.org/10.1080/27697061.2025.2577341","url":null,"abstract":"<p><strong>Objective: </strong>This study aimed to investigate the effects of acute caffeine (CAF) intake on heart rate, time to exhaustion, and cardiac autonomic modulation during a constant-load exercise test in patients with chronic obstructive pulmonary disease (COPD).</p><p><strong>Methods: </strong>A counterbalanced, randomized, double-blind, placebo-controlled, and crossover design was adopted in the present study. Eleven patients diagnosed with COPD initially performed a maximal incremental exercise test on a cycle ergometer, and from 72 to 96 h later, a constant-load exercise test (60% of the peak power achieved in the maximal incremental exercise test) after ingestion of CAF (5 mg.kg<sup>-1</sup>) or placebo (cellulose, PLA) 60 min before the test. Heart rate (HR) and heart rate variability (HRV) were continuously monitored beat-to-beat throughout the test and recovery using a portable HR monitor.</p><p><strong>Results: </strong>During exercise, the response of HR showed a significant effect of time (<i>p</i> < 0.001), but there was no main effect of condition (<i>p</i> = 0.76) or a time x condition interaction (<i>p</i> = 0.74). CAF ingestion increased time to exhaustion during the constant-load exercise test compared to PLA (<i>p</i> = 0.04). The CAF ingestion also reduced the magnitude of HR recovery 60 s post-exercise in comparison with PLA (<i>p</i> = 0.02). No other significant differences were found for HR recovery in further time points or HRV indices (<i>p</i> > 0.05).</p><p><strong>Conclusion: </strong>In conclusion, acute CAF ingestion increased time to exhaustion in a constant-load exercise test in patients with COPD. There was no main effect of CAF on HR during exercise. Although CAF reduced HR recovery at the beginning of recovery, CAF did not seem to induce more prolonged changes on cardiac autonomic modulation post-exercise. These findings suggest CAF could be safety used as an effective ergogenic aid to optimize the endurance performance of patients with COPD.</p>","PeriodicalId":29768,"journal":{"name":"Journal of the American Nutrition Association","volume":" ","pages":"1-7"},"PeriodicalIF":2.6,"publicationDate":"2025-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145378800","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
Defining "Carrier Foods" - A Novel Basis for Evaluating Indirect Contributions to Diet Quality. 定义“载体食物”——评估对饮食质量间接贡献的新基础。
IF 2.6 4区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-10-28 DOI: 10.1080/27697061.2025.2571635
Taylor C Wallace

Efforts to improve dietary patterns often focus on the nutritional composition and associated health effects of individual foods in isolation. This reductionist type of approach has been traditionally applied across nutrition science, leading to a weakened understanding of the complex interplay of how food affects human health. Emerging evidence suggests that many foods may exert indirect effects on overall diet quality by acting as a vehicle that increases co-consumption of other foods. Thus, the term "carrier food" is intended to describe such foods that, regardless of its direct effect (i.e. nutritional contribution), indirectly impacts diet quality by serving as a vehicle for increasing co-consumption of other foods or food groups, during a snacking or eating occasion. In this context, the "companion food" is consumed due to its relationship with consumption of the carrier food. Carrier foods can be classified into four types - positive, offset, gateway, and reverse - each exerting a unique impact on overall diet quality. This editorial defines and contextualizes the term carrier food, explores examples and methods from existing nutrition research, and outlines implications for public health messaging, food formulation, and dietary assessment. By shifting focus from individual nutrients to patterns of co-consumption, the concept of a carrier food offers a more nuanced and actionable approach to dietary assessment and intervention. As food and nutrition science continues to evolve, integrating this term into research, policy, and practice may help better align nutritional recommendations with real-world eating behavior.

改善饮食模式的努力往往侧重于单独的个别食物的营养成分和相关的健康影响。这种还原论式的方法传统上应用于营养科学,导致对食物如何影响人类健康的复杂相互作用的理解减弱。新出现的证据表明,许多食物可能作为一种媒介,通过增加其他食物的共同消费,对整体饮食质量产生间接影响。因此,“载体食品”一词旨在描述这样的食品,无论其直接影响(即营养贡献)如何,在吃零食或吃饭的场合,通过作为增加其他食品或食品群共同消费的媒介,间接影响饮食质量。在这种情况下,“伴侣食品”是由于其与载体食品的消费关系而被消费的。载体食物可分为四种类型——正性、抵消性、入口性和反向性——每一种都对整体饮食质量产生独特的影响。这篇社论对“载体食品”一词进行了定义和语境化,探讨了现有营养研究中的例子和方法,并概述了对公共卫生信息、食品配方和饮食评估的影响。通过将重点从单个营养素转移到共同消费模式,载体食品的概念为饮食评估和干预提供了一种更细致和可操作的方法。随着食品和营养科学的不断发展,将这个术语整合到研究、政策和实践中,可能有助于更好地将营养建议与现实生活中的饮食行为结合起来。
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引用次数: 0
GPT-4o in Nutrition for Inpatients Undergoing Post-Stroke Rehabilitation: Identifying Dietary Errors, Exploring Expert-AI Rationale Differences, and Structuring AI-Expert Collaboration. 卒中后康复住院患者营养中的gpt - 40:识别饮食错误,探索专家-人工智能的基本原理差异,构建人工智能-专家协作。
IF 2.6 4区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2025-10-15 DOI: 10.1080/27697061.2025.2571878
Alejandro García-Rudolph, Elena Hernandez-Pena, Nuria Del Cacho, Claudia Teixidó-Font, Mark Andrew Wright, Eloy Opisso

Objective: Inpatients undergoing stroke rehabilitation experience high malnutrition rates, requiring strict dietary management. However, manual and time-pressured dietary provision can cause errors in diet composition, highlighting the need for innovation. Therefore, we aimed to evaluate whether GPT-4o can accurately identify dietary errors in hospital-based stroke rehabilitation menus, analyze differences in AI vs. expert rationale for decisions, and explore AI's potential role in clinical workflows through a structured collaboration framework.

Methods: A TRIPOD-compliant validation study analyzing 264 hospital-based menus designed for stroke rehabilitation inpatients requiring specialized diets (e.g., dysphagia, diabetes). GPT-4o's dietary compliance classifications were assessed using a structured 0-error, 1-error, and 2+ error framework, with expert dietitians as ground-truth in a rehabilitation hospital nutrition department, where expert dietitians selected menus from existing clinical practices for inpatients on specialized diets. AI-expert agreement, overall accuracy, sensitivity, and specificity in dietary error classification were assessed. AI vs. expert justifications were analyzed thematically to identify differences in decision rationale. Cohen's Kappa (95% CI) measured inter-rater reliability. Overall accuracy, sensitivity, and specificity were calculated using a 3 × 3 confusion matrix, comparing AI classifications (0-error, 1-error, 2+ error) to the expert-labeled ground truth. Thematic analysis categorized AI vs. expert justifications for flagged dietary errors.

Results: Out of 264 menus (1,000+ food items), 26 (9.8%) had discrepancies. Among these, 57.7% (15 cases) were PAS-based dysphagia diets, followed by diabetic (19.2%, 5 cases) and allergen-related (15.4%, 4 cases) diets. The remaining two cases involved low-sodium and low-fat diets. Cohen's Kappa: 0.892 (95% CI: 0.845-0.939, p < 0.001). 0-errors: Sensitivity 94.3%, specificity 100%; 1-error: Sensitivity 86.2%, specificity 96.6%; 2+-errors: Sensitivity 97.8%, specificity 92.6%. Thematic analysis revealed GPT-4o followed strict rule-based interpretations, whereas dietitians incorporated patient tolerance and food preparation considerations.

Conclusion: GPT-4o demonstrated high accuracy but over-flagged violations, supporting its role as a prescreening tool with expert collaboration.

目的:脑卒中康复住院患者营养不良发生率高,需要严格的饮食管理。然而,人工和有时间压力的饮食供应可能会导致饮食成分的错误,这突出了创新的必要性。因此,我们旨在评估gpt - 40是否能够准确识别医院中风康复菜单中的饮食错误,分析人工智能与专家决策依据的差异,并通过结构化协作框架探索人工智能在临床工作流程中的潜在作用。方法:一项符合tripod的验证研究,分析264份基于医院的菜单,这些菜单是为需要特殊饮食(如吞咽困难、糖尿病)的中风康复住院患者设计的。gpt - 40的饮食依从性分类采用结构化的0-错误、1-错误和2+错误框架进行评估,专家营养师作为康复医院营养部门的基础事实,专家营养师从现有的临床实践中为住院患者选择专门饮食的菜单。评估人工智能专家的一致性、膳食错误分类的总体准确性、敏感性和特异性。对人工智能与专家的论证进行了主题分析,以确定决策依据的差异。Cohen's Kappa (95% CI)测量了评估者之间的信度。使用3 × 3混淆矩阵计算总体准确性,灵敏度和特异性,将AI分类(0-error, 1-error, 2+ error)与专家标记的基础真相进行比较。主题分析将人工智能与专家对标记饮食错误的理由进行了分类。结果:264份菜单(1000多种食品)中,有26份(9.8%)存在差异。其中,以pas为基础的饮食占57.7%(15例),其次是糖尿病(19.2%,5例)和过敏原相关饮食(15.4%,4例)。其余两例涉及低钠和低脂饮食。结论:gpt - 40显示出较高的准确性,但存在过多的违规行为,支持其作为专家协作的预筛选工具的作用。
{"title":"GPT-4o in Nutrition for Inpatients Undergoing Post-Stroke Rehabilitation: Identifying Dietary Errors, Exploring Expert-AI Rationale Differences, and Structuring AI-Expert Collaboration.","authors":"Alejandro García-Rudolph, Elena Hernandez-Pena, Nuria Del Cacho, Claudia Teixidó-Font, Mark Andrew Wright, Eloy Opisso","doi":"10.1080/27697061.2025.2571878","DOIUrl":"https://doi.org/10.1080/27697061.2025.2571878","url":null,"abstract":"<p><strong>Objective: </strong>Inpatients undergoing stroke rehabilitation experience high malnutrition rates, requiring strict dietary management. However, manual and time-pressured dietary provision can cause errors in diet composition, highlighting the need for innovation. Therefore, we aimed to evaluate whether GPT-4o can accurately identify dietary errors in hospital-based stroke rehabilitation menus, analyze differences in AI vs. expert rationale for decisions, and explore AI's potential role in clinical workflows through a structured collaboration framework.</p><p><strong>Methods: </strong>A TRIPOD-compliant validation study analyzing 264 hospital-based menus designed for stroke rehabilitation inpatients requiring specialized diets (e.g., dysphagia, diabetes). GPT-4o's dietary compliance classifications were assessed using a structured 0-error, 1-error, and 2+ error framework, with expert dietitians as ground-truth in a rehabilitation hospital nutrition department, where expert dietitians selected menus from existing clinical practices for inpatients on specialized diets. AI-expert agreement, overall accuracy, sensitivity, and specificity in dietary error classification were assessed. AI vs. expert justifications were analyzed thematically to identify differences in decision rationale. Cohen's Kappa (95% CI) measured inter-rater reliability. Overall accuracy, sensitivity, and specificity were calculated using a 3 × 3 confusion matrix, comparing AI classifications (0-error, 1-error, 2+ error) to the expert-labeled ground truth. Thematic analysis categorized AI vs. expert justifications for flagged dietary errors.</p><p><strong>Results: </strong>Out of 264 menus (1,000+ food items), 26 (9.8%) had discrepancies. Among these, 57.7% (15 cases) were PAS-based dysphagia diets, followed by diabetic (19.2%, 5 cases) and allergen-related (15.4%, 4 cases) diets. The remaining two cases involved low-sodium and low-fat diets. Cohen's Kappa: 0.892 (95% CI: 0.845-0.939, <i>p</i> < 0.001). 0-errors: Sensitivity 94.3%, specificity 100%; 1-error: Sensitivity 86.2%, specificity 96.6%; 2+-errors: Sensitivity 97.8%, specificity 92.6%. Thematic analysis revealed GPT-4o followed strict rule-based interpretations, whereas dietitians incorporated patient tolerance and food preparation considerations.</p><p><strong>Conclusion: </strong>GPT-4o demonstrated high accuracy but over-flagged violations, supporting its role as a prescreening tool with expert collaboration.</p>","PeriodicalId":29768,"journal":{"name":"Journal of the American Nutrition Association","volume":" ","pages":"1-12"},"PeriodicalIF":2.6,"publicationDate":"2025-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145293710","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
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Journal of the American Nutrition Association
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