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Predicting immune risk in treatment-naïve HIV patients using a machine learning algorithm: a decision tree algorithm based on micronutrients and inversion of the CD4/CD8 ratio. 利用机器学习算法预测治疗前艾滋病病毒感染者的免疫风险:基于微量营养素和 CD4/CD8 比率反转的决策树算法。
IF 4 2区 农林科学 Q2 NUTRITION & DIETETICS Pub Date : 2024-10-16 eCollection Date: 2024-01-01 DOI: 10.3389/fnut.2024.1443076
Saurav Nayak, Arvind Singh, Manaswini Mangaraj, Gautom Kumar Saharia

Introduction: Micronutrients have significant functional implications for the human immune response, and the quality of food is a major factor affecting the severity and mortality caused by HIV in individuals undergoing antiretroviral therapy. A decrease in CD4 lymphocyte count and an increase in CD8 lymphocyte count are the hallmarks of HIV infection, which causes the CD4/CD8 ratio to invert from a normal value of >1.6 to <1.0. In this study, we tried to analyze whether the nutritional status of HIV-positive patients has an impact on the CD4/CD8 ratio inversion by utilizing a machine learning (ML) algorithm.

Methods: In this study, 55 confirmed HIV-positive patients who had not started their anti-retroviral therapy were included after obtaining their informed, written consent. Moreover, 55 age-and sex-matched relatives and caregivers of the patients who tested negative in the screening were enrolled as controls. All individual patient data points were analyzed for model development with an 80-20 train-test split. Four trace elements, zinc (Zn), phosphate (P), magnesium (Mg), and calcium (Ca), were utilized by implementing a random forest classifier. The target of the study was the inverted CD4/CD8 ratio.

Results: The data of 110 participants were included in the analysis. The algorithm thus generated had a sensitivity of 80% and a specificity of 83%, with a likelihood ratio (LR+) of 4.8 and LR-of 0.24. The utilization of the ML algorithm adds to the limited evidence that currently exists regarding the role of micronutrients, especially trace elements, in the causation of immune risk. Our inherent strength lies in the fact that this study is one of the first studies to utilize an ML-based decision tree algorithm to classify immune risk in HIV patients.

Conclusion: Our study uniquely corroborated the nutritional data to the immune risk in treatment-naïve HIV patients through the utilization of a decision tree ML algorithm. This could subsequently be an important classification and prognostic tool in the hands of clinicians.

导言:微量营养素对人体免疫反应具有重要的功能影响,而食物的质量是影响接受抗逆转录病毒治疗的个体因艾滋病而导致的严重程度和死亡率的主要因素。CD4 淋巴细胞数量减少和 CD8 淋巴细胞数量增加是艾滋病病毒感染的标志,这会导致 CD4/CD8 比值从大于 1.6 的正常值反转为方法值:在这项研究中,55 名确认为 HIV 阳性但尚未开始接受抗逆转录病毒治疗的患者在获得知情书面同意后被纳入研究。此外,筛查结果为阴性的 55 名患者的年龄和性别相匹配的亲属和护理人员被纳入对照组。在建立模型时,对所有患者的个人数据点进行了分析,训练与测试的比例为 80:20。通过实施随机森林分类器,利用了锌(Zn)、磷酸盐(P)、镁(Mg)和钙(Ca)这四种微量元素。研究的目标是倒置的 CD4/CD8 比值:结果:110 名参与者的数据被纳入分析。由此产生的算法灵敏度为 80%,特异度为 83%,似然比 (LR+) 为 4.8,LR 为 0.24。目前,微量元素,尤其是微量元素,在导致免疫风险方面所起的作用证据有限。我们的固有优势在于,本研究是首批利用基于 ML 的决策树算法对艾滋病患者的免疫风险进行分类的研究之一:我们的研究通过使用决策树 ML 算法,独特地证实了营养数据与治疗前 HIV 患者的免疫风险之间的关系。这将成为临床医生手中重要的分类和预后工具。
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引用次数: 0
A low-carbohydrate, high-fat diet leads to unfavorable changes in blood lipid profiles compared to carbohydrate-rich diets with different glycemic indices in recreationally active men. 与血糖指数不同的富含碳水化合物饮食相比,低碳水化合物、高脂肪饮食会导致休闲活动男性的血脂状况发生不利变化。
IF 4 2区 农林科学 Q2 NUTRITION & DIETETICS Pub Date : 2024-10-16 eCollection Date: 2024-01-01 DOI: 10.3389/fnut.2024.1473747
Anna Maria Kripp, Andreas Feichter, Daniel König

Objective: In addition to recent discussions of low-carbohydrate, high-fat diets (LCHF) from a performance perspective, there is a paucity of knowledge regarding influence of the combined effect of an exercise and nutritional intervention, which varies in carbohydrate (CHO) intake and glycemic indices, on blood lipid levels in recreationally active men.

Methods: A total of 65 male runners (VO2 peak = 55 ± 8 mL·min-1·kg-1) completed a 10-week ad libitum nutritional regimen (LOW-GI: ≥ 65% low GI CHO per day, n = 24; HIGH-GI: ≥ 65% high GI CHO per day, n = 20; LCHF: ≤ 50 g CHO daily, n = 21) with a concurrent prescribed endurance training intervention. Fasting total cholesterol (TC), triglycerides (TG), low-density lipoprotein cholesterol (LDL-C) and high-density lipoprotein cholesterol (HDL-C) were determined before and after the intervention. Additionally, 24-h dietary recalls were completed twice weekly.

Results: Following the intervention, TC was significantly higher in LCHF (196 ± 37 mg·dL-1) compared to both LOW-GI (171 ± 41 mg·dL-1) and HIGH-GI (152 ± 28 mg·dL-1, p < 0.001). Additionally, LDL-C levels increased in LCHF (+17 ± 21 mg·dL-1, p = 0.001), while they decreased in both CHO groups (p < 0.05, respectively). Only the HIGH-GI group demonstrated a significant reduction in HDL-C (-3 ± 9 mg·dL-1, p = 0.006), while a decrease in TG was only significant in LOW-GI (-18 ± 36 mg·dL-1, p = 0.008).

Conclusion: Although mean blood lipid levels remained within the normal range, the data indicate that a low-carbohydrate, high-fat (LCHF) diet leads to unfavorable changes in individual blood lipid profiles compared to carbohydrate-rich diets. Therefore, it is recommended that the impact of a low-carbohydrate diet on blood lipids be considered when counseling active and healthy individuals.

目的:除了最近从成绩角度对低碳水化合物、高脂肪饮食(LCHF)的讨论外,关于运动和营养干预(碳水化合物(CHO)摄入量和血糖指数不同)对休闲活动男性血脂水平的影响的知识也很少:共有 65 名男性跑步者(VO2 峰值 = 55 ± 8 mL-min-1-kg-1)完成了为期 10 周的自由营养方案(低 GI:每天摄入≥ 65% 低 GI CHO,n = 24;高 GI:每天摄入≥ 65% 高 GI CHO,n = 20;LCHF:每天摄入≤ 50 g CHO,n = 21),并同时进行了规定的耐力训练干预。干预前后测定空腹总胆固醇(TC)、甘油三酯(TG)、低密度脂蛋白胆固醇(LDL-C)和高密度脂蛋白胆固醇(HDL-C)。此外,每周两次完成 24 小时饮食回顾:结果:干预后,LCHF 组的 TC(196 ± 37 mg-dL-1)明显高于 LOW-GI 组(171 ± 41 mg-dL-1)和 HIGH-GI 组(152 ± 28 mg-dL-1,P-1,P = 0.001),而 CHO 组的 TC 均有所下降(P-1,P = 0.006),而 TG 仅在 LOW-GI 组有显著下降(-18 ± 36 mg-dL-1,P = 0.008):尽管平均血脂水平仍在正常范围内,但数据表明,与富含碳水化合物的饮食相比,低碳水化合物、高脂肪(LCHF)饮食会导致个体血脂状况发生不利变化。因此,建议在为活跃的健康人提供咨询时,考虑低碳水化合物饮食对血脂的影响。
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引用次数: 0
Research trends in nutritional interventions for stroke: a bibliometric analysis and literature review. 中风营养干预的研究趋势:文献计量分析和文献综述。
IF 4 2区 农林科学 Q2 NUTRITION & DIETETICS Pub Date : 2024-10-16 eCollection Date: 2024-01-01 DOI: 10.3389/fnut.2024.1489222
Yipeng Xie, Yuan Xiong, Mengyue Sun, Yan Zhao, Miao Wu

Background: Over the past 23 years, there has been a thorough analysis of literature concerning nutritional interventions, nutrients, and feeding approaches related to stroke. Furthermore, a scientific knowledge map was established, elucidating the current state of research, examining its development and trends, and offering new research viewpoints for the future. This study aimed to investigate global and emerging research trends in nutritional interventions for stroke from 2000 to 2023 through bibliometric analysis.

Methods: A bibliometric analysis of literature from the Core Collection of Scientific Networks for the years 2000-2022 was conducted. CiteSpace, VOSviewer, and bibliometric graphical software were used to identify major contributors to publications, including authors, countries, institutions, journals, references, and keywords.

Results: The bibliometric analysis yielded a total of 464 publications. This is a gradually increasing number in terms of the number of publications during the study period. China had the highest number of publications. Clinical Nutrition" was the journal with the highest number of relevant publications, and the most commonly used keywords were "stroke," "nutrition" and "malnutrition."

Conclusion: These analyses reveal research trends in nutritional therapy for stroke from 2000 to 2023 and point to prospective research frontiers. This study provides a deeper understanding of what nutritional treatment of stroke entails and provides guidance and support for future research in this area.

背景:在过去的 23 年中,对有关中风的营养干预、营养素和喂养方法的文献进行了全面分析。此外,还绘制了科学知识地图,阐明了研究现状,考察了研究发展和趋势,并为未来提供了新的研究观点。本研究旨在通过文献计量分析,调查 2000 年至 2023 年全球脑卒中营养干预的研究趋势和新兴研究趋势:方法:对 2000-2022 年《科学网络核心文库》中的文献进行文献计量分析。使用 CiteSpace、VOSviewer 和文献计量学图形软件来确定出版物的主要贡献者,包括作者、国家、机构、期刊、参考文献和关键词:文献计量学分析共得出 464 篇出版物。就研究期间的出版物数量而言,这是一个逐渐增长的数字。中国的出版物数量最多。临床营养学》是相关论文数量最多的期刊,最常用的关键词是 "中风"、"营养 "和 "营养不良":这些分析揭示了 2000 年至 2023 年脑卒中营养治疗的研究趋势,并指出了未来的研究前沿。本研究加深了人们对脑卒中营养治疗的理解,并为该领域未来的研究提供了指导和支持。
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引用次数: 0
Global burden of anemia and cause among children under five years 1990-2019: findings from the global burden of disease study 2019. 1990-2019 年全球五岁以下儿童贫血负担及原因:2019 年全球疾病负担研究结果。
IF 4 2区 农林科学 Q2 NUTRITION & DIETETICS Pub Date : 2024-10-15 eCollection Date: 2024-01-01 DOI: 10.3389/fnut.2024.1474664
Yujuan Liu, Weifang Ren, Shuying Wang, Minmin Xiang, Shunxian Zhang, Feng Zhang

Background: Anemia represents a significant global health issue affecting numerous children and women, characterized by diminished hemoglobin levels that may impede cognitive and developmental progress. Although commonly attributed to iron deficiency, the etiology of anemia in this demographic is multifaceted, encompassing nutritional, genetic, and infectious contributors. Nonetheless, there is a lack of high-quality data on anemia prevalence and causes analysis among children under 5 years. The aim of this study was to provide a comprehensive global assessment of the burden of anemia and its causes among children under 5 years, using data from the Global Burden of Disease Study 2019.

Methods: This investigation utilized data from the Global Burden of Disease Study (GBD) 2019 to assess the prevalence and years lived with disability (YLD) attributable to anemia in children under five from 1990 to 2019. Analyses were conducted to delineate age-specific YLD, prevalence rates, and etiological factors, with stratification by gender and Socio-Demographic Index (SDI).

Results: In 2019, anemia imposed a substantial global burden on children under five, with a reported YLD of 1,252.88 (95% UI: 831.62-1,831.34) per 100,000 population. The prevalence of moderate anemia was highest at 985.46 (95% UI: 646.24-1,450.49) per 100,000, surpassing both severe anemia at 197.82 (95% UI: 132.53-277.80) per 100,000 and mild anemia at 69.59 (95% UI: 24.62-152.53) per 100,000. Globally, the total prevalence was 39,517.75 (95% UI: 38,784.81 - 40,239.62) cases per 100,000 population. Notably, disparities were evident between genders, with males demonstrating higher YLD and prevalence rates than females. Iron deficiency emerged as the leading cause globally, with significant contributions from hemoglobinopathies and other nutritional deficiencies. Regions with a low Socio-Demographic Index, particularly sub-Saharan Africa and South Asia, exhibited the most pronounced burdens. Despite a declining trend over three decades, persistent regional and gender-based disparities highlight the necessity for continuous and focused public health interventions.

Conclusion: The burden of anemia among children under five continues to be considerable, marked by stark regional and socioeconomic disparities. These findings underscore the urgent need for advanced nutritional and healthcare strategies tailored to alleviate anemia in this vulnerable population, with a particular emphasis on regions exhibiting low SDIs. The sustained prevalence of high anemia rates in these areas underscores the imperative for persistent, localized intervention efforts.

背景:贫血是影响众多儿童和妇女的一个重大全球健康问题,其特点是血红蛋白水平降低,可能会阻碍认知和发育的进步。虽然贫血通常是由于缺铁引起的,但其病因是多方面的,包括营养、遗传和感染因素。然而,目前还缺乏有关 5 岁以下儿童贫血患病率和原因分析的高质量数据。本研究旨在利用《2019 年全球疾病负担研究》(Global Burden of Disease Study 2019)的数据,对 5 岁以下儿童的贫血负担及其原因进行全面的全球评估:这项调查利用《2019年全球疾病负担研究》(GBD)的数据,评估了1990年至2019年期间5岁以下儿童贫血的患病率和残疾生活年数。研究分析了特定年龄的YLD、患病率和病因,并按性别和社会人口指数(SDI)进行了分层:2019年,贫血给全球五岁以下儿童带来了沉重负担,据报告,每十万人的YLD为1,252.88(95% UI:831.62-1,831.34)。中度贫血的发病率最高,为每 10 万人 985.46 例(95% UI:646.24-1450.49 例),超过了每 10 万人 197.82 例(95% UI:132.53-277.80 例)的重度贫血和每 10 万人 69.59 例(95% UI:24.62-152.53 例)的轻度贫血。全球总发病率为每 100,000 人中有 39,517.75 例(95% UI:38,784.81 - 40,239.62)。值得注意的是,两性之间存在明显差异,男性的YLD和患病率均高于女性。在全球范围内,缺铁是首要病因,血红蛋白病和其他营养缺乏症也是重要原因。社会人口指数较低的地区,尤其是撒哈拉以南非洲和南亚地区的负担最为沉重。尽管在过去 30 年中贫血的发病率呈下降趋势,但持续存在的地区和性别差异突出表明,有必要采取持续和有针对性的公共卫生干预措施:五岁以下儿童的贫血负担仍然相当沉重,地区和社会经济差异明显。这些调查结果表明,迫切需要制定先进的营养和医疗保健战略,以缓解这一弱势群体的贫血问题,尤其要重视低 SDI 地区。这些地区贫血率居高不下的情况突出表明,必须坚持不懈地开展本地化干预工作。
{"title":"Global burden of anemia and cause among children under five years 1990-2019: findings from the global burden of disease study 2019.","authors":"Yujuan Liu, Weifang Ren, Shuying Wang, Minmin Xiang, Shunxian Zhang, Feng Zhang","doi":"10.3389/fnut.2024.1474664","DOIUrl":"https://doi.org/10.3389/fnut.2024.1474664","url":null,"abstract":"<p><strong>Background: </strong>Anemia represents a significant global health issue affecting numerous children and women, characterized by diminished hemoglobin levels that may impede cognitive and developmental progress. Although commonly attributed to iron deficiency, the etiology of anemia in this demographic is multifaceted, encompassing nutritional, genetic, and infectious contributors. Nonetheless, there is a lack of high-quality data on anemia prevalence and causes analysis among children under 5 years. The aim of this study was to provide a comprehensive global assessment of the burden of anemia and its causes among children under 5 years, using data from the Global Burden of Disease Study 2019.</p><p><strong>Methods: </strong>This investigation utilized data from the Global Burden of Disease Study (GBD) 2019 to assess the prevalence and years lived with disability (YLD) attributable to anemia in children under five from 1990 to 2019. Analyses were conducted to delineate age-specific YLD, prevalence rates, and etiological factors, with stratification by gender and Socio-Demographic Index (SDI).</p><p><strong>Results: </strong>In 2019, anemia imposed a substantial global burden on children under five, with a reported YLD of 1,252.88 (95% UI: 831.62-1,831.34) per 100,000 population. The prevalence of moderate anemia was highest at 985.46 (95% UI: 646.24-1,450.49) per 100,000, surpassing both severe anemia at 197.82 (95% UI: 132.53-277.80) per 100,000 and mild anemia at 69.59 (95% UI: 24.62-152.53) per 100,000. Globally, the total prevalence was 39,517.75 (95% UI: 38,784.81 - 40,239.62) cases per 100,000 population. Notably, disparities were evident between genders, with males demonstrating higher YLD and prevalence rates than females. Iron deficiency emerged as the leading cause globally, with significant contributions from hemoglobinopathies and other nutritional deficiencies. Regions with a low Socio-Demographic Index, particularly sub-Saharan Africa and South Asia, exhibited the most pronounced burdens. Despite a declining trend over three decades, persistent regional and gender-based disparities highlight the necessity for continuous and focused public health interventions.</p><p><strong>Conclusion: </strong>The burden of anemia among children under five continues to be considerable, marked by stark regional and socioeconomic disparities. These findings underscore the urgent need for advanced nutritional and healthcare strategies tailored to alleviate anemia in this vulnerable population, with a particular emphasis on regions exhibiting low SDIs. The sustained prevalence of high anemia rates in these areas underscores the imperative for persistent, localized intervention efforts.</p>","PeriodicalId":12473,"journal":{"name":"Frontiers in Nutrition","volume":null,"pages":null},"PeriodicalIF":4.0,"publicationDate":"2024-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11518722/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142544778","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Global protein sustainability and the United Nations, through to the 2030 agenda. 全球蛋白质可持续性与联合国,直至 2030 年议程。
IF 4 2区 农林科学 Q2 NUTRITION & DIETETICS Pub Date : 2024-10-15 eCollection Date: 2024-01-01 DOI: 10.3389/fnut.2024.1383898
Barbara Burlingame, Ana Moltedo, Carlo Cafiero

Organizations and initiatives concerned with food security and nutrition have long positioned protein, together with dietary energy, as the keystone for life itself. Indeed, the word protein, derived from the Greek proteios, means 'of primary importance'. There is a long history of attention to, and controversies over, proteins in UN processes, beginning in the 1930s and continuing to this day. The importance of protein for agriculture, health, food security and nutrition is reflected in the data collected and presented in the statistical databases of the Food and Agriculture Organization (FAOSTAT), available per commodity, per country and over an extensive time series. Protein features directly and indirectly in all 17 Sustainable Development Goals (SDG), which constitute the United Nations 2030 Agenda. Most directly involved is SDG 2. The short title for SDG 2 is 'zero hunger'. The long title offers more detail: end hunger, achieve food security and improved nutrition and promote sustainable agriculture.

长期以来,与粮食安全和营养有关的组织和倡议一直将蛋白质和膳食能量视为生命的基石。事实上,蛋白质一词来源于希腊语 proteios,意为 "最重要的"。联合国进程中对蛋白质的关注和争议由来已久,始于 20 世纪 30 年代,一直延续至今。蛋白质对农业、健康、粮食安全和营养的重要性反映在粮食及农业组织(FAOSTAT)统计数据库收集和提供的数据中,这些数据可按商品、国家和广泛的时间序列获得。构成联合国 2030 年议程的所有 17 个可持续发展目标(SDG)都直接或间接地涉及蛋白质。最直接涉及的是可持续发展目标 2。 可持续发展目标 2 的简称是 "零饥饿"。长标题提供了更多细节:消除饥饿,实现粮食安全和营养改善,促进可持续农业。
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引用次数: 0
Exploring the association between dietary vitamin A and coronary artery disease risk in men and women: findings from a US population study. 探索膳食维生素 A 与男性和女性冠状动脉疾病风险之间的关系:一项美国人口研究的结果。
IF 4 2区 农林科学 Q2 NUTRITION & DIETETICS Pub Date : 2024-10-15 eCollection Date: 2024-01-01 DOI: 10.3389/fnut.2024.1418159
Zhijian Wu, Weichang Yang, Haiyang Fang, Yi Chen, Yanqing Wu, Ren Gong

Introduction: Coronary artery disease (CAD) is an important public health problem with negative impacts on individual health and socioeconomics. Studies on the relationship of dietary vitamin A (DVA) to CAD are limited and conflicting. The purpose of this study was to investigate the relationship between DVA and the prevalence of CAD in U.S. adults, with particular interest in sex differences.

Methods: Data from 26,449 NHANES participants were used for analysis. The association of DVA with the prevalence of CAD was investigated utilizing multivariate logistic regression models and fitted smoothed curves, and interaction tests were performed to explore potential modifiers.

Results: This study included 12,748 males and 13,701 females aged 50.34 ± 17.54 years. Overall, adjusted DVA was linearly negatively correlated with CAD (per natural ln (DVA) increment: OR 0.91, 95% CI 0.83-0.99). Multivariate regression analysis showed that among female participants, each natural increment of ln DVA was associated with a 22% reduction in CAD prevalence (OR 0.78, 95% CI 0.68-0.89). However, there was no significant correlation in male participants (p for interaction <0.001).

Conclusion: DVA was negatively associated with the prevalence of CAD, and further analysis revealed an interaction between DVA and sex in terms of CAD prevalence.

导言:冠状动脉疾病(CAD)是一个重要的公共卫生问题,对个人健康和社会经济造成负面影响。有关膳食维生素 A (DVA) 与冠状动脉疾病关系的研究非常有限,而且相互矛盾。本研究的目的是调查美国成年人中 DVA 与 CAD 患病率之间的关系,尤其关注性别差异:方法:使用 26,449 名 NHANES 参与者的数据进行分析。利用多变量逻辑回归模型和拟合平滑曲线研究了DVA与CAD患病率的关系,并进行了交互检验以探索潜在的调节因素:这项研究包括 12,748 名男性和 13,701 名女性,年龄为 50.34 ± 17.54 岁。总体而言,调整后的DVA与CAD呈线性负相关(每自然ln(DVA)增量:或 0.91,95% CI 0.83-0.99)。多变量回归分析显示,在女性参与者中,ln DVA 的每一个自然增量与 CAD 患病率降低 22% 相关(OR 0.78,95% CI 0.68-0.89)。然而,在男性参与者中却没有明显的相关性(p 为交互作用结论):DVA 与 CAD 患病率呈负相关,进一步分析表明,DVA 与性别之间在 CAD 患病率方面存在交互作用。
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引用次数: 0
Mapping the evolution and impact of ketogenic diet research on diabetes management: a comprehensive bibliometric analysis from 2005 to 2024. 生酮饮食研究对糖尿病管理的演变和影响:2005 年至 2024 年的综合文献计量分析。
IF 4 2区 农林科学 Q2 NUTRITION & DIETETICS Pub Date : 2024-10-15 eCollection Date: 2024-01-01 DOI: 10.3389/fnut.2024.1485642
Zonghuai Li, Anxia Li, Pingping Liu, Bo Zhang, Yuanyuan Yan

Objective: The ketogenic diet (KD) has been explored for diabetes management; however, a quantitative synthesis of its specific effects on diabetes has not yet been conducted. This study aims to examine the current status and research hotspots of KD in diabetes management from 2005 to 2024, providing a reference for future research.

Methods: We retrieved articles published between 2005 and 2024 from the Web of Science database and analyzed them using R software, VOSviewer, and CiteSpace.

Results: This study includes 432 relevant publications. From 2005 to 2024, the volume of literature in this field has shown a steady upward trend, with a notable increase from 2017 to 2021, and a slight decline observed from 2021 to 2023. The United States is the leading country in terms of the number of publications, followed by China, Australia, and Canada. The United States not only leads in publication volume but also maintains a broader international collaboration network. Nutrients and the American Journal of Clinical Nutrition are the most frequently published and cited journals. Current research hotspots primarily focus on the impact of KD on blood glucose control, insulin resistance, and lipid metabolism in diabetic patients. Mechanistic studies on KD in diabetes management concentrate on aspects such as the "regulation of genes by β-hydroxybutyrate," "anti-inflammatory effects," and "oxidative stress." The role of the gut microbiome is also emerging as an important research area. Currently, exploring the application of KD in managing different age groups and types of diabetes has become a significant research trend.

Conclusion: As an emerging dietary intervention, KD is gradually attracting widespread attention from researchers around the world and is expected to become a major research focus in the future for diabetes management and control. This paper provides a systematic review and analysis of the current research status and hotspots of KD in diabetes management, offering important references and insights for future research in related fields.

目的:生酮饮食(KD)在糖尿病治疗中的应用已被广泛探讨,但有关其对糖尿病具体影响的定量综述尚未开展。本研究旨在探讨 2005 年至 2024 年期间生酮饮食在糖尿病治疗中的应用现状和研究热点,为今后的研究提供参考:我们从 Web of Science 数据库中检索了 2005 年至 2024 年间发表的文章,并使用 R 软件、VOSviewer 和 CiteSpace 对其进行了分析:本研究包括 432 篇相关出版物。从 2005 年到 2024 年,该领域的文献量呈稳步上升趋势,其中 2017 年到 2021 年有明显增长,2021 年到 2023 年则略有下降。美国的出版物数量居首位,其次是中国、澳大利亚和加拿大。美国不仅在论文数量上遥遥领先,而且保持着更广泛的国际合作网络。营养素》和《美国临床营养学杂志》是发表和引用次数最多的期刊。目前的研究热点主要集中在 KD 对糖尿病患者血糖控制、胰岛素抵抗和脂质代谢的影响。有关 KD 在糖尿病治疗中的作用机制研究主要集中在 "β-羟丁酸对基因的调控"、"抗炎作用 "和 "氧化应激 "等方面。肠道微生物组的作用也正在成为一个重要的研究领域。目前,探索 KD 在管理不同年龄组和不同类型糖尿病中的应用已成为一个重要的研究趋势:作为一种新兴的膳食干预方法,KD 正逐渐引起世界各国研究人员的广泛关注,并有望成为未来糖尿病管理和控制的研究重点。本文对KD在糖尿病管理中的研究现状和热点进行了系统综述和分析,为未来相关领域的研究提供了重要参考和启示。
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引用次数: 0
Using genetic variations to reveal the complex relationships between vegetarianism and well-being, depressive symptoms and neuroticism. 利用基因变异揭示素食主义与幸福感、抑郁症状和神经质之间的复杂关系。
IF 4 2区 农林科学 Q2 NUTRITION & DIETETICS Pub Date : 2024-10-15 eCollection Date: 2024-01-01 DOI: 10.3389/fnut.2024.1389000
Ke Chen, Yuan Wen, Zhendi Shu

Background: The relationship between vegetarianism and mental well-being remains a debated topic in traditional observational studies. Recent studies have revealed the genetic factors in vegetarianism. We aimed to use genetic variations to explore the potential causal relationships between vegetarianism and mental well-being, offering insights from a new perspective.

Methods: We conducted the inverse variance weighted approach as the primary analysis to explore the bidirectional genetic associations between vegetarianism (N = 442,589) and depressive symptoms (N = 180,866), neuroticism (N = 170,910), and subjective well-being (N = 298,420). The analysis used the summary data from the largest genome-wide association studies (GWAS). We also performed sensitivity analyses to ensure the robustness of the findings, accounting for potential heterogeneity and pleiotropy.

Results: Genetically predicted vegetarianism showed positive causal relationships with depressive symptoms (odds ratio [OR], 3.26; 95% confidence interval [CI], 1.03-10.31; p = 0.044) and neuroticism (OR, 6.72; 95% CI, 2.29-19.74; p = 5.31 × 10-4), as well as a negative causal relationship with subjective well-being (OR, 0.20; 95% CI, 0.05-0.77; p = 0.019). Additionally, depressive symptoms were found to have a causal influence on vegetarianism (OR, 1.01; 95% CI, 1.00-1.02; p = 6.87 × 10-3). No significant heterogeneity or pleiotropy was detected.

Conclusion: Vegetarianism is causally correlated with negative mental well-being, reflected in an increased risk of depressive symptoms and neuroticism, as well as lower subjective well-being. Further research should explore the underlying mechanisms in broader populations.

背景:在传统的观察研究中,素食与精神健康之间的关系仍是一个备受争议的话题。最近的研究揭示了素食的遗传因素。我们旨在利用遗传变异来探讨素食主义与心理健康之间的潜在因果关系,从一个新的角度提供见解:我们采用反方差加权法作为主要分析方法,探讨素食主义(样本数=442 589)与抑郁症状(样本数=180 866)、神经质(样本数=170 910)和主观幸福感(样本数=298 420)之间的双向遗传关联。分析使用了最大的全基因组关联研究(GWAS)的汇总数据。我们还进行了敏感性分析,以确保研究结果的稳健性,并考虑到潜在的异质性和多义性:基因预测素食主义与抑郁症状(比值比 [OR],3.26;95% 置信区间 [CI],1.03-10.31;p = 0.044)和神经质(OR,6.72;95% CI,2.29-19.74;p = 5.31 × 10-4)呈正因果关系,与主观幸福感呈负因果关系(OR,0.20;95% CI,0.05-0.77;p = 0.019)。此外,抑郁症状对素食主义也有因果关系(OR,1.01;95% CI,1.00-1.02;p = 6.87 × 10-3)。没有发现明显的异质性或多重效应:素食主义与消极的心理健康有因果关系,表现为抑郁症状和神经质的风险增加以及主观幸福感降低。进一步的研究应在更广泛的人群中探索其潜在机制。
{"title":"Using genetic variations to reveal the complex relationships between vegetarianism and well-being, depressive symptoms and neuroticism.","authors":"Ke Chen, Yuan Wen, Zhendi Shu","doi":"10.3389/fnut.2024.1389000","DOIUrl":"https://doi.org/10.3389/fnut.2024.1389000","url":null,"abstract":"<p><strong>Background: </strong>The relationship between vegetarianism and mental well-being remains a debated topic in traditional observational studies. Recent studies have revealed the genetic factors in vegetarianism. We aimed to use genetic variations to explore the potential causal relationships between vegetarianism and mental well-being, offering insights from a new perspective.</p><p><strong>Methods: </strong>We conducted the inverse variance weighted approach as the primary analysis to explore the bidirectional genetic associations between vegetarianism (<i>N</i> = 442,589) and depressive symptoms (<i>N</i> = 180,866), neuroticism (<i>N</i> = 170,910), and subjective well-being (<i>N</i> = 298,420). The analysis used the summary data from the largest genome-wide association studies (GWAS). We also performed sensitivity analyses to ensure the robustness of the findings, accounting for potential heterogeneity and pleiotropy.</p><p><strong>Results: </strong>Genetically predicted vegetarianism showed positive causal relationships with depressive symptoms (odds ratio [OR], 3.26; 95% confidence interval [CI], 1.03-10.31; <i>p</i> = 0.044) and neuroticism (OR, 6.72; 95% CI, 2.29-19.74; <i>p</i> = 5.31 × 10<sup>-4</sup>), as well as a negative causal relationship with subjective well-being (OR, 0.20; 95% CI, 0.05-0.77; <i>p</i> = 0.019). Additionally, depressive symptoms were found to have a causal influence on vegetarianism (OR, 1.01; 95% CI, 1.00-1.02; <i>p</i> = 6.87 × 10<sup>-3</sup>). No significant heterogeneity or pleiotropy was detected.</p><p><strong>Conclusion: </strong>Vegetarianism is causally correlated with negative mental well-being, reflected in an increased risk of depressive symptoms and neuroticism, as well as lower subjective well-being. Further research should explore the underlying mechanisms in broader populations.</p>","PeriodicalId":12473,"journal":{"name":"Frontiers in Nutrition","volume":null,"pages":null},"PeriodicalIF":4.0,"publicationDate":"2024-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11518772/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142544785","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prevalence of potential risk of eating disorders among young, unprofessional European athletes: results of the ERASMUS+ project SCAED. 欧洲年轻非职业运动员饮食失调潜在风险的普遍性:ERASMUS+ SCAED 项目的结果。
IF 4 2区 农林科学 Q2 NUTRITION & DIETETICS Pub Date : 2024-10-15 eCollection Date: 2024-01-01 DOI: 10.3389/fnut.2024.1398464
Gordana Kenđel Jovanović, Tatjana Čulina

Introduction: Adolescent athletes are at higher risk of developing eating disorders (ED) due to sports environment pressures and developmental characteristics. The ERASMUS+ project Sports Community against Eating Disorders (SCAED) aims to assess the prevalence of the potential risk of eating disorders among young, unprofessional European athletes and to provide them with easier access to professional support and knowledge.

Methods: The online survey included 462 unprofessional athletes from six European countries aged 12-25 (average age 18.49 ± 5.50) on their socio-demographics, sports and lifestyle habits, behaviors, concerns, and perceived pressure from coaches and teammates regarding body weight and shape. The eating disorder potential risk was assessed using the Eating Disorder Examination for Adolescents (EDE-A) and Eating Disorders Screen for Athletes (EDSA).

Results: Every seventh (14.9%, EDE-A) and fifth (19.9%, EDSA) of young, unprofessional European athletes were at possible risk for developing eating disorders. Overall potential risk (18.7% EDE-A, 26.6% EDSA), dietary restraint (12.9%), and concerns about eating (9.5%), shape (23.7%), and weight (19.6%) were significantly more prevalent among female athletes. Younger athletes showed a slightly higher prevalence and avoidance of food. Athletes training in weight-sensitive sports exhibited more behaviors related to eating disorders. Females (p = 0.003), younger, and those athletes training in less weight-sensitive sports noted higher weight- and shape-related pressure from coaches. Dissatisfaction with their current weight was expressed by 44.6% of athletes, while 46.1% thought that they needed to lose weight to improve performance.

Conclusion: The observed prevalence of the potential risk of ED among young, unprofessional European athletes is concerning, particularly due to limited access to support. Efforts to reduce the prevalence should target female and younger athletes in weight-sensitive sports. The SCAED Erasmus+ project aims to decrease ED prevalence among young, unprofessional European athletes, their families, and coaches by supporting them through education and professional consultation.

导言:由于运动环境的压力和发育特点,青少年运动员患饮食失调症(ED)的风险较高。ERASMUS+项目 "体育界对抗饮食失调症(SCAED)"旨在评估欧洲年轻非专业运动员中饮食失调症潜在风险的发生率,并为他们提供更容易获得专业支持和知识的途径:在线调查包括来自 6 个欧洲国家的 462 名 12-25 岁非专业运动员(平均年龄为 18.49±5.50 岁),调查内容包括他们的社会人口统计学特征、运动和生活习惯、行为、担忧以及感受到的来自教练和队友在体重和体形方面的压力。饮食失调的潜在风险通过青少年饮食失调检查(EDE-A)和运动员饮食失调筛查(EDSA)进行评估:每七名(14.9%,EDE-A)和五分之一(19.9%,EDSA)的年轻非职业欧洲运动员都有可能患饮食失调症。总体潜在风险(18.7% EDE-A,26.6% EDSA)、饮食节制(12.9%)以及对饮食(9.5%)、体型(23.7%)和体重(19.6%)的担忧在女性运动员中明显更为普遍。年轻运动员对食物的关注和回避程度略高。从事对体重敏感运动的运动员表现出更多与饮食失调有关的行为。女性(p = 0.003)、年龄较小、从事对体重敏感度较低的运动项目的运动员从教练那里感受到的与体重和体型相关的压力更大。44.6%的运动员对自己目前的体重表示不满,46.1%的运动员认为他们需要减肥来提高成绩:结论:在年轻的非职业欧洲运动员中观察到的潜在 ED 风险的普遍性令人担忧,特别是由于获得支持的机会有限。降低发病率的努力应针对体重敏感型运动中的女性和年轻运动员。SCAED Erasmus+ 项目旨在通过教育和专业咨询为年轻的非专业欧洲运动员、其家人和教练提供支持,从而降低 ED 在他们中的流行率。
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引用次数: 0
Subcutaneous adipose tissue measured by computed tomography could be an independent predictor for early outcomes of patients with severe COVID-19. 通过计算机断层扫描测量的皮下脂肪组织可以独立预测严重 COVID-19 患者的早期预后。
IF 4 2区 农林科学 Q2 NUTRITION & DIETETICS Pub Date : 2024-10-14 eCollection Date: 2024-01-01 DOI: 10.3389/fnut.2024.1432251
Weijian Zhou, Wenqi Shen, Jiajing Ni, Kaiwei Xu, Liu Xu, Chunqu Chen, Ruoyu Wu, Guotian Hu, Jianhua Wang

Background: Patients with severe Coronavirus Disease 2019 (COVID-19) can experience protein loss due to the inflammatory response and energy consumption, impairing immune function. The presence of excessive visceral and heart fat leads to chronic long-term inflammation that can adversely affect immune function and, thus, outcomes for these patients. We aimed to explore the roles of prognostic nutrition index (PNI) and quantitative fat assessment based on computed tomography (CT) scans in predicting the outcomes of patients with severe COVID-19.

Methods: A total of 130 patients with severe COVID-19 who were treated between December 1, 2022, and February 28, 2023, were retrospectively enrolled. The patients were divided into survival and death groups. Data on chest CT examinations following admission were collected to measure cardiac adipose tissue (CAT), visceral adipose tissue (VAT), and subcutaneous adipose tissue (SAT) and to analyze the CT score of pulmonary lesions. Clinical information and laboratory examination data were collected. Univariate and multivariate logistic regression analyses were used to explore the risk factors associated with death, and several multivariate logistic regression models were established.

Results: Of the 130 patients included in the study (median age, 80.5 years; males, 32%), 68 patients died and 62 patients survived. PNI showed a strong association with the outcome of severe COVID-19 (p < 0.001). Among each part of the fat volume obtained based on a CT scan, SAT showed a significant association with the mortality of severe COVID-19 patients (p = 0.007). However, VAT and CAT were not significantly correlated with the death of patients. In the multivariate models, SAT had a higher predictive value than PNI; the area under the curve (AUC) of SAT was 0.844, which was higher than that of PNI (AUC = 0.833), but in the model of the combination of the two indexes, the prediction did not improve (AUC = 0.830), and SAT lost its significance (p = 0.069).

Conclusion: Subcutaneous adipose tissue measured by computed tomography and PNI were found to be independent predictors of death in patients with severe COVID-19.

背景:严重的冠状病毒病 2019(COVID-19)患者会因炎症反应和能量消耗而导致蛋白质流失,从而损害免疫功能。内脏和心脏脂肪过多会导致长期慢性炎症,对免疫功能产生不利影响,从而影响这些患者的预后。我们旨在探讨预后营养指数(PNI)和基于计算机断层扫描(CT)的定量脂肪评估在预测重症 COVID-19 患者预后中的作用:回顾性纳入了在2022年12月1日至2023年2月28日期间接受治疗的130例重症COVID-19患者。患者被分为生存组和死亡组。收集入院后的胸部CT检查数据,以测量心脏脂肪组织(CAT)、内脏脂肪组织(VAT)和皮下脂肪组织(SAT),并分析肺部病变的CT评分。此外,还收集了临床信息和实验室检查数据。采用单变量和多变量逻辑回归分析探讨与死亡相关的风险因素,并建立了多个多变量逻辑回归模型:在纳入研究的 130 名患者中(中位年龄为 80.5 岁,男性占 32%),68 人死亡,62 人存活。PNI与重度COVID-19的结果有密切关系(P = 0.007)。然而,VAT 和 CAT 与患者的死亡无明显相关性。在多变量模型中,SAT的预测价值高于PNI;SAT的曲线下面积(AUC)为0.844,高于PNI(AUC = 0.833),但在两个指标的组合模型中,预测效果没有改善(AUC = 0.830),SAT失去了意义(P = 0.069):结论:通过计算机断层扫描测量的皮下脂肪组织和 PNI 是严重 COVID-19 患者死亡的独立预测指标。
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引用次数: 0
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