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The Role of Artificial Intelligence in Deciphering Diet-Disease Relationships: Case Studies. 人工智能在解读饮食与疾病关系中的作用:案例研究。
IF 8.9 2区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2023-08-21 DOI: 10.1146/annurev-nutr-061121-090535
Yotam Cohen, Rafael Valdés-Mas, Eran Elinav

Modernization of society from a rural, hunter-gatherer setting into an urban and industrial habitat, with the associated dietary changes, has led to an increased prevalence of cardiometabolic and additional noncommunicable diseases, such as cancer, inflammatory bowel disease, and neurodegenerative and autoimmune disorders. However, while dietary sciences have been rapidly evolving to meet these challenges, validation and translation of experimental results into clinical practice remain limited for multiple reasons, including inherent ethnic, gender, and cultural interindividual variability, among other methodological, dietary reporting-related, and analytical issues. Recently, large clinical cohorts with artificial intelligence analytics have introduced new precision and personalized nutrition concepts that enable one to successfully bridge these gaps in a real-life setting. In this review, we highlight selected examples of case studies at the intersection between diet-disease research and artificial intelligence. We discuss their potential and challenges and offer an outlook toward the transformation of dietary sciences into individualized clinical translation.

从农村、狩猎采集环境到城市和工业环境的社会现代化,以及相关的饮食变化,导致心脏代谢疾病和其他非传染性疾病(如癌症、炎症性肠病、神经退行性疾病和自身免疫性疾病)的患病率增加。然而,尽管饮食科学已经迅速发展以应对这些挑战,但由于多种原因,包括固有的种族、性别和文化个体间差异,以及其他方法学、饮食报告相关和分析问题,实验结果的验证和转化到临床实践中仍然有限。最近,人工智能分析的大型临床队列引入了新的精确和个性化营养概念,使人们能够在现实生活中成功地弥合这些差距。在这篇综述中,我们重点介绍了饮食疾病研究与人工智能交叉的案例研究。我们讨论了它们的潜力和挑战,并展望了将饮食科学转化为个性化临床翻译的前景。
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引用次数: 1
Major Gaps in Understanding Dietary Supplement Use in Health and Disease. 了解健康和疾病中膳食补充剂使用情况的主要差距。
IF 8.9 2区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2023-08-21 Epub Date: 2023-05-17 DOI: 10.1146/annurev-nutr-011923-020327
Regan L Bailey, Shinyoung Jun, Alexandra E Cowan, Heather A Eicher-Miller, Jaime J Gahche, Johanna T Dwyer, Terryl J Hartman, Diane C Mitchell, Rebecca A Seguin-Fowler, Raymond J Carroll, Janet A Tooze

Precise dietary assessment is critical for accurate exposure classification in nutritional research, typically aimed at understanding how diet relates to health. Dietary supplement (DS) use is widespread and represents a considerable source of nutrients. However, few studies have compared the best methods to measure DSs. Our literature review on the relative validity and reproducibility of DS instruments in the United States [e.g., product inventories, questionnaires, and 24-h dietary recalls (24HR)] identified five studies that examined validity (n = 5) and/or reproducibility (n = 4). No gold standard reference method exists for validating DS use; thus, each study's investigators chose the reference instrument used to measure validity. Self-administered questionnaires agreed well with 24HR and inventory methods when comparing the prevalence of commonly used DSs. The inventory method captured nutrient amounts more accurately than the other methods. Reproducibility (over 3 months to 2.4 years) of prevalence of use estimates on the questionnaires was acceptable for common DSs. Given the limited body of research on measurement error in DS assessment, only tentative conclusions on these DS instruments can be drawn at present. Further research is critical to advancing knowledge in DS assessment for research and monitoring purposes.

精确的膳食评估对于营养研究中准确的暴露分类至关重要,这些研究通常旨在了解膳食与健康的关系。膳食补充剂(DS)的使用非常普遍,是营养素的重要来源。然而,很少有研究对测量膳食补充剂的最佳方法进行比较。我们对美国膳食补充剂工具(如产品清单、问卷调查和 24 小时膳食回顾(24HR))的相对有效性和可重复性进行了文献综述,发现有五项研究考察了有效性(n = 5)和/或可重复性(n = 4)。目前还没有验证 DS 使用情况的金标准参考方法;因此,每项研究的调查人员都选择了用于衡量有效性的参考工具。在比较常用DS的普遍性时,自填式问卷与24HR和盘存法的结果一致。盘存法比其他方法更准确地捕捉到营养素的数量。对于常见的 DSs 而言,调查问卷中使用率估计值的再现性(3 个月至 2.4 年)是可以接受的。鉴于对 DS 评估中测量误差的研究有限,目前只能对这些 DS 工具得出初步结论。进一步的研究对增进用于研究和监测目的的 DS 评估方面的知识至关重要。
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引用次数: 0
The Placenta: A Maternofetal Interface. 胎盘:母胎界面。
IF 8.9 2区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2023-08-21 DOI: 10.1146/annurev-nutr-061121-085246
Kimberly O'Brien, Yiqin Wang

The placenta is the gatekeeper between the mother and the fetus. Over the first trimester of pregnancy, the fetus is nourished by uterine gland secretions in a process known as histiotrophic nutrition. During the second trimester of pregnancy, placentation has evolved to the point at which nutrients are delivered to the placenta via maternal blood (hemotrophic nutrition). Over gestation, the placenta must adapt to these variable nutrient supplies, to alterations in maternal physiology and blood flow, and to dynamic changes in fetal growth rates. Numerous questions remain about the mechanisms used to transport nutrients to the fetus and the maternal and fetal determinants of this process. Growing data highlight the ability of the placenta to regulate this process. As new technologies and omics approaches are utilized to study this maternofetal interface, greater insight into this unique organ and its impact on fetal development and long-term health has been obtained.

胎盘是母亲和胎儿之间的看门人。在怀孕的前三个月,胎儿是由子宫腺分泌物滋养的,这一过程被称为组织营养营养。在妊娠中期,胎盘已经发展到营养素通过母体血液输送到胎盘(血液营养)的阶段。在妊娠期间,胎盘必须适应这些可变的营养供应,适应母体生理和血流的变化,以及胎儿生长速度的动态变化。关于将营养物质输送给胎儿的机制以及这一过程的母体和胎儿决定因素,仍存在许多问题。越来越多的数据强调了胎盘调节这一过程的能力。随着新技术和组学方法被用于研究这种母胎界面,人们对这一独特器官及其对胎儿发育和长期健康的影响有了更深入的了解。
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引用次数: 1
Causes and Clinical Sequelae of Riboflavin Deficiency. 核黄素缺乏的原因及临床后遗症。
IF 8.9 2区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2023-08-21 DOI: 10.1146/annurev-nutr-061121-084407
Helene McNulty, Kristina Pentieva, Mary Ward

Riboflavin, in its cofactor forms flavin adenine dinucleotide (FAD) and flavin mononucleotide (FMN), plays fundamental roles in energy metabolism, cellular antioxidant potential, and metabolic interactions with other micronutrients, including iron, vitamin B6, and folate. Severe riboflavin deficiency, largely confined to low-income countries, clinically manifests as cheilosis, angular stomatitis, glossitis, seborrheic dermatitis, and severe anemia with erythroid hypoplasia. Subclinical deficiency may be much more widespread, including in high-income countries, but typically goes undetected because riboflavin biomarkers are rarely measured in human studies. There are adverse health consequences of low and deficient riboflavin status throughout the life cycle, including anemia and hypertension, that could contribute substantially to the global burden of disease. This review considers the available evidence on causes, detection, and consequences of riboflavin deficiency, ranging from clinical deficiency signs to manifestations associated with less severe deficiency, and the related research, public health, and policy priorities.

核黄素以其辅助因子形式形成黄素腺嘌呤二核苷酸(FAD)和黄素单核苷酸(FMN),在能量代谢、细胞抗氧化潜能以及与其他微量营养素(包括铁、维生素B6和叶酸)的代谢相互作用中起着重要作用。严重核黄素缺乏主要局限于低收入国家,临床表现为唇裂、角状口炎、舌炎、脂溢性皮炎和严重贫血伴红细胞发育不全。亚临床缺陷可能更为普遍,包括在高收入国家,但通常未被发现,因为在人体研究中很少测量核黄素生物标志物。在整个生命周期中,核黄素水平低和缺乏会对健康造成不利后果,包括贫血和高血压,这可能大大增加全球疾病负担。本综述考虑了核黄素缺乏的原因、检测和后果的现有证据,从临床缺乏迹象到与较轻的缺乏相关的表现,以及相关研究、公共卫生和政策重点。
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引用次数: 0
A Conversation with James Ntambi. James Ntambi访谈
IF 8.9 2区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2023-08-21 DOI: 10.1146/annurev-nutr-061021-020321
James M Ntambi, Patrick J Stover

An interview with James M. Ntambi, professor of biochemistry and the Katherine Berns Van Donk Steenbock Professor in Nutrition, College of Agricultural and Life Sciences, at the University of Wisconsin-Madison, took place via Zoom in April 2022. He was interviewed by Patrick J. Stover, director of the Institute for Advancing Health through Agriculture and professor of nutrition and biochemistry and biophysics at Texas A&M University. Dr. James Ntambi is a true pioneer in the field of nutritional biochemistry. He was among the very first to discover and elucidate the role that diet and nutrients play in regulating metabolism through changes in the expression of metabolic genes, focusing on the de novo lipogenesis pathways. As an African immigrant from Uganda, his love of science and his life experiences in African communities suffering from severe malnutrition molded his scientific interests at the interface of biochemistry and nutrition. Throughout his career, he has been an academic role model, a groundbreaking nutrition scientist, and an educator. His commitment to experiential learning through the many study-abroad classes he has hosted in Uganda has provided invaluable context for American students in nutrition. Dr. Ntambi's passion for education and scientific discovery is his legacy, and the field of nutrition has benefited enormously from his unique perspectives and contributions to science that are defined by his scientific curiosity, his generosity to his students and colleagues, and his life experiences. The following is an edited transcript.

2022年4月,通过Zoom对威斯康星大学麦迪逊分校农业与生命科学学院生物化学教授詹姆斯·m·恩坦比(James M. Ntambi)和营养学教授凯瑟琳·伯恩斯·范·唐克·斯坦伯克(Katherine Berns Van Donk Steenbock)进行了采访。他接受了Patrick J. Stover的采访,Patrick J. Stover是农业促进健康研究所的主任,也是德克萨斯农工大学营养学、生物化学和生物物理学教授。詹姆斯·恩坦比博士是营养生物化学领域的真正先驱。他是最早发现并阐明饮食和营养物质通过改变代谢基因表达在调节代谢中所起作用的人之一,专注于从头脂肪生成途径。作为一名来自乌干达的非洲移民,他对科学的热爱和他在非洲社区遭受严重营养不良的生活经历塑造了他在生物化学和营养界面上的科学兴趣。在他的职业生涯中,他一直是学术楷模,开创性的营养科学家和教育家。他在乌干达主持了许多海外学习班,致力于体验式学习,这为美国学生提供了宝贵的营养背景。恩坦比博士对教育和科学发现的热情是他的遗产,营养领域从他独特的观点和对科学的贡献中受益匪浅,这得益于他对科学的好奇心,他对学生和同事的慷慨,以及他的生活经历。以下是经过编辑的采访实录。
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引用次数: 0
Precision Nutrition: The Hype Is Exceeding the Science and Evidentiary Standards Needed to Inform Public Health Recommendations for Prevention of Chronic Disease. 精准营养:炒作超过了为预防慢性病的公共卫生建议提供信息所需的科学和证据标准。
IF 8.9 2区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2023-08-21 DOI: 10.1146/annurev-nutr-061021-025153
Regan L Bailey, Patrick J Stover

As dietary guidance for populations shifts from preventing deficiency disorders to chronic disease risk reduction, the biology supporting such guidance becomes more complex due to the multifactorial risk profile of disease and inherent population heterogeneity in the diet-disease relationship. Diet is a primary driver of chronic disease risk, and population-based guidance should account for individual responses. Cascading effects on evidentiary standards for population-based guidance are not straightforward. Precision remains a consideration for dietary guidance to prevent deficiency through the identification of population subgroups with unique nutritional needs. Reducing chronic disease through diet requires greater precision in (a) establishing essential nutrient needs throughout the life cycle in both health and disease; (b) considering effects of nutrients and other food substances on metabolic, immunological, inflammatory, and other physiological responses supporting healthy aging; and (c) considering healthy eating behaviors. Herein we provide a template for guiding population-based eating recommendations for reducing chronic diseases in heterogenous populations.

随着人群膳食指导从预防缺乏症转向降低慢性病风险,由于疾病的多因素风险特征以及膳食与疾病关系中固有的人群异质性,支持此类指导的生物学因素变得更加复杂。膳食是慢性疾病风险的主要驱动因素,基于人群的指导应考虑个体的反应。以人群为基础的指导对证据标准的连带影响并不直接。精确性仍是膳食指导的一个考虑因素,通过识别具有独特营养需求的人群亚群,预防营养缺乏症。通过膳食减少慢性疾病需要在以下方面提高精确度:(a)确定健康和疾病的整个生命周期对必需营养素的需求;(b)考虑营养素和其他食物物质对代谢、免疫、炎症和其他生理反应的影响,以支持健康老龄化;以及(c)考虑健康的饮食行为。在此,我们提供了一个模板,用于指导基于人群的饮食建议,以减少异质人群的慢性疾病。
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引用次数: 0
Iron Homeostasis During Pregnancy: Maternal, Placental, and Fetal Regulatory Mechanisms. 孕期铁稳态:母体、胎盘和胎儿的调节机制。
IF 12.6 2区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2023-08-21 Epub Date: 2023-05-30 DOI: 10.1146/annurev-nutr-061021-030404
Veena Sangkhae, Allison L Fisher, Tomas Ganz, Elizabeta Nemeth

Pregnancy entails a large negative balance of iron, an essential micronutrient. During pregnancy, iron requirements increase substantially to support both maternal red blood cell expansion and the development of the placenta and fetus. As insufficient iron has long been linked to adverse pregnancy outcomes, universal iron supplementation is common practice before and during pregnancy. However, in high-resource countries with iron fortification of staple foods and increased red meat consumption, the effects of too much iron supplementation during pregnancy have become a concern because iron excess has also been linked to adverse pregnancy outcomes. In this review, we address physiologic iron homeostasis of the mother, placenta, and fetus and discuss perturbations in iron homeostasis that result in pathological pregnancy. As many mechanistic regulatory systems have been deduced from animal models, we also discuss the principles learned from these models and how these may apply to human pregnancy.

怀孕需要大量的铁负平衡,铁是一种必需的微量营养素。在怀孕期间,铁的需求大幅增加,以支持母亲的红细胞扩张和胎盘和胎儿的发育。由于缺铁长期以来与不良妊娠结局有关,因此在怀孕前和怀孕期间普遍补充铁是一种常见做法。然而,在主食铁强化和红肉消费增加的高资源国家,怀孕期间补充过多铁的影响已成为一个问题,因为铁过量也与不良妊娠结局有关。在这篇综述中,我们讨论了母亲、胎盘和胎儿的生理性铁稳态,并讨论了导致病理性妊娠的铁稳态扰动。由于许多机械调节系统已经从动物模型中推断出来,我们也讨论了从这些模型中学到的原理以及这些原理如何适用于人类怀孕。
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引用次数: 0
Glucose-Dependent Insulinotropic Polypeptide-A Postprandial Hormone with Unharnessed Metabolic Potential. 葡萄糖依赖型胰岛素多肽-一种具有未开发代谢潜能的餐后激素。
IF 8.9 2区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2022-08-22 DOI: 10.1146/annurev-nutr-062320-113625
Nunzio Guccio, Fiona M Gribble, Frank Reimann

Glucose-dependent insulinotropic polypeptide (GIP) is released from the upper small intestine in response to food intake and contributes to the postprandial control of nutrient disposition, including of sugars and fats. Long neglected as a potential therapeutic target, the GIPR axis has received increasing interest recently, with the emerging data demonstrating the metabolically favorable outcomes of adding GIPR agonism to GLP-1 receptor agonists in people with type 2 diabetes and obesity. This review examines the physiology of the GIP axis, from the mechanisms underlying GIP secretion from the intestine to its action on target tissues and therapeutic development.

葡萄糖依赖的促胰岛素多肽(GIP)在食物摄入时从小肠上部释放,并有助于餐后控制营养配置,包括糖和脂肪。作为一个潜在的治疗靶点,GIPR轴长期被忽视,最近受到越来越多的关注,新出现的数据表明,在2型糖尿病和肥胖症患者中,在GLP-1受体激动剂中加入GIPR激动剂具有代谢有利的结果。本文综述了GIP轴的生理学,从肠道分泌GIP的机制到其对靶组织的作用和治疗发展。
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引用次数: 6
Molecular Mechanisms of Iron and Heme Metabolism. 铁和血红素代谢的分子机制。
IF 8.9 2区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2022-08-22 DOI: 10.1146/annurev-nutr-062320-112625
Sohini Dutt, Iqbal Hamza, Thomas Benedict Bartnikas

An abundant metal in the human body, iron is essential for key biological pathways including oxygen transport, DNA metabolism, and mitochondrial function. Most iron is bound to heme but it can also be incorporated into iron-sulfur clusters or bind directly to proteins. Iron's capacity to cycle between Fe2+ and Fe3+ contributes to its biological utility but also renders it toxic in excess. Heme is an iron-containing tetrapyrrole essential for diverse biological functions including gas transport and sensing, oxidative metabolism, and xenobiotic detoxification. Like iron, heme is essential yet toxic in excess. As such, both iron and heme homeostasis are tightly regulated. Here we discuss molecular and physiologic aspects of iron and heme metabolism. We focus on dietary absorption; cellular import; utilization; and export, recycling, and elimination, emphasizing studies published in recent years. We end with a discussion on current challenges and needs in the field of iron and heme biology.

铁是人体中丰富的金属,对包括氧运输、DNA代谢和线粒体功能在内的关键生物途径至关重要。大多数铁与血红素结合,但它也可以结合成铁硫簇或直接与蛋白质结合。铁在Fe2+和Fe3+之间循环的能力有助于其生物效用,但也使其过量有毒。血红素是一种含铁的四吡咯,对多种生物功能至关重要,包括气体输送和传感、氧化代谢和外源解毒。和铁一样,血红素是必需的,但过量是有毒的。因此,铁和血红素的稳态都受到严格的调节。在这里,我们讨论铁和血红素代谢的分子和生理方面。我们关注的是饮食吸收;细胞导入;利用率;出口,回收和消除,强调近年来发表的研究。最后,我们讨论了当前铁和血红素生物学领域的挑战和需求。
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引用次数: 24
The Lard Works in Mysterious Ways: Ceramides in Nutrition-Linked Chronic Disease. 猪油以神秘的方式起作用:神经酰胺与营养相关的慢性疾病。
IF 8.9 2区 医学 Q1 NUTRITION & DIETETICS Pub Date : 2022-08-22 DOI: 10.1146/annurev-nutr-062220-112920
Rebekah J Nicholson, Marie K Norris, Annelise M Poss, William L Holland, Scott A Summers

Diet influences onset, progression, and severity of several chronic diseases, including heart failure, diabetes, steatohepatitis, and a subset of cancers. The prevalence and clinical burden of these obesity-linked diseases has risen over the past two decades. These metabolic disorders are driven by ectopic lipid deposition in tissues not suited for fat storage, leading to lipotoxic disruption of cell function and survival. Sphingolipids such as ceramides are among the most deleterious and bioactive metabolites that accrue, as they participate in selective insulin resistance, dyslipidemia, oxidative stress and apoptosis. This review discusses our current understanding of biochemical pathways controlling ceramide synthesis, production and action; influences of diet on ceramide levels; application of circulating ceramides as clinical biomarkers of metabolic disease; and molecular mechanisms linking ceramides to altered metabolism and survival of cells. Development of nutritional or pharmacological strategies to lower ceramides could have therapeutic value in a wide range of prevalent diseases.

饮食影响一些慢性疾病的发病、进展和严重程度,包括心力衰竭、糖尿病、脂肪性肝炎和一部分癌症。这些与肥胖相关的疾病的患病率和临床负担在过去二十年中有所上升。这些代谢紊乱是由不适合脂肪储存的组织中的异位脂质沉积引起的,导致脂肪毒性破坏细胞功能和存活。神经酰胺等鞘脂是最有害和最具生物活性的代谢物之一,因为它们参与选择性胰岛素抵抗、血脂异常、氧化应激和细胞凋亡。本文综述了目前对神经酰胺合成、产生和作用的生物化学途径的认识;饮食对神经酰胺水平的影响循环神经酰胺作为代谢性疾病临床生物标志物的应用以及神经酰胺与细胞代谢和存活改变之间的分子机制。开发降低神经酰胺的营养或药理学策略在广泛的流行疾病中具有治疗价值。
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引用次数: 5
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