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A low-calorie meal replacement improves body composition and metabolic parameters in shift workers with overweight and obesity: a randomized, controlled, parallel group trial. 低热量代餐可改善超重和肥胖轮班工人的身体成分和代谢参数:一项随机对照平行小组试验。
IF 4.5 2区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2024-06-10 DOI: 10.1186/s12986-024-00799-8
Piumika Sooriyaarachchi, Ranil Jayawardena, Toby Pavey, Neil A King

Background: Shift work has been identified as a risk factor for several chronic health conditions including obesity. This study evaluated the impact of a low-calorie meal replacement (MR) as a dinner substitute on body composition and metabolic parameters in shift workers with overweight and obesity.

Methods: An 8-week parallel, randomized controlled trial was conducted on overweight and obese shift workers in a large hospital. An intervention group (IG) (n = 25) was provided with a low-calorie MR shake (∼200 kcal) as a replacement for dinner, every day for 8 weeks, while the control group (CG) (n = 25) continued their habitual diet. Anthropometric measurements, body composition, biochemical, and lifestyle data were assessed at the first and last visits. Analyses were done per protocol (PP) and by intention to treat (ITT).

Results: Over the study duration, both groups displayed moderate changes in anthropometric measurements and body composition, although these were not statistically significant according to the PP analysis. In the ITT analysis, apart from the hip circumference (HC), all other anthropometric parameters demonstrated significant group and time interactions, suggesting the advantageous effects of the meal replacement over the study period (P < 0.05). HDL and VLDL cholesterol measures showed significant main effects, influenced by both group (P = 0.031) and time (P = 0.050) respectively. The most pronounced dietary shift in the IG was a reduction in carbohydrate consumption and an increase in protein intake. Throughout the study, the meal replacement was well-tolerated, with no adverse events reported.

Conclusions: The meal replacement dietary intervention appears to offer beneficial health effects over time. Extended research is crucial to understand the broader implications of meal replacements across diverse populations.

Trial registration: Australian New Zealand Clinical Trials Registry (ANZCTR): ACTRN12622000231741. Registered on 09 February 2022. https://www.anzctr.org.au/ACTRN12622000231741.aspx .

背景:轮班工作已被确定为包括肥胖在内的多种慢性疾病的风险因素。本研究评估了低热量代餐(MR)作为晚餐替代品对超重和肥胖轮班工人身体成分和代谢参数的影响:对一家大型医院的超重和肥胖轮班工人进行了为期 8 周的平行随机对照试验。干预组(IG)(n = 25)每天以低热量的 MR奶昔(热量在 200 千卡以下)代替晚餐,为期 8 周;对照组(CG)(n = 25)则继续其习惯饮食。在第一次和最后一次就诊时对人体测量、身体成分、生化和生活方式数据进行评估。分析按方案(PP)和意向治疗(ITT)进行:在研究期间,两组患者的人体测量和身体成分都发生了适度变化,但根据 PP 分析,这些变化在统计学上并不显著。在 ITT 分析中,除了臀围(HC)外,所有其他人体测量参数都显示出显著的组间和时间间的交互作用,这表明在研究期间,代餐具有优势作用(P 结论:代餐饮食干预似乎是一种有效的减肥方法:随着时间的推移,代餐饮食干预似乎对健康有益。要了解代餐在不同人群中的广泛影响,扩展研究至关重要:试验注册:澳大利亚新西兰临床试验注册中心(ANZCTR):ACTRN12622000231741。注册日期:2022 年 2 月 9 日。https://www.anzctr.org.au/ACTRN12622000231741.aspx 。
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引用次数: 0
Genetic variations of low-density lipoprotein cholesterol on metabolic disorders in obstructive sleep apnea. 低密度脂蛋白胆固醇的遗传变异对阻塞性睡眠呼吸暂停症代谢紊乱的影响。
IF 4.5 2区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2024-06-10 DOI: 10.1186/s12986-024-00805-z
Yu Peng, Hangdong Shen, Chenyang Li, Xiaoyue Zhu, Yiqing Gao, Hongliang Yi, Huajun Xu, Jian Guan, Xinyi Li, Shankai Yin

Background: The study aimed to explore the relationship between low-density lipoprotein cholesterol (LDL-C) genetic variants and obstructive sleep apnea (OSA) and its complications, including cardiovascular diseases (CVD), insulin resistance (IR), and metabolic syndrome (MS).

Method: 4329 individuals with suspected OSA who underwent a comprehensive assessment of anthropometric, biochemical, and polysomnography (PSG) data, along with 30 LDL-C single nucleotide polymorphisms (SNPs) were enrolled. The 10-year Framingham CVD risk score (FRS), IR and MS were evaluated for each subject. Linear regression and logistic regression were utilized to examine the correlations among these variables.

Results: After the Benjamini-Hochberg correction, linear regression results indicated positive correlations between variants rs3741297 and rs629301 with FRS (β = 0.031, PBH=0.002; β = 0.026, PBH=0.015). Logistic regression revealed that rs3741297 increased MS risk among total subjects [OR = 1.67 (95% CI:1.369-2.038), PBH=1.32 × 10- 5] and increased IR risk in females [OR = 3.475 (95% CI:1.653-7.307), PBH=0.03]. In males, rs2642438 decreased MS risk [OR = 0.81 (95% CI:0.703-0.933), PBH=0.045].

Conclusions: The rs3741297 variant correlated with susceptibility to CVD, IR, and MS in the OSA population. OSA, CVD, IR and MS share a potentially common genetic background, which may promote precision medicine.

Cinical trial registration: The study protocol was registered with the Chinese Clinical Trial Registry (ChiCTR1900025714).

研究背景该研究旨在探讨低密度脂蛋白胆固醇(LDL-C)遗传变异与阻塞性睡眠呼吸暂停(OSA)及其并发症(包括心血管疾病(CVD)、胰岛素抵抗(IR)和代谢综合征(MS))之间的关系:方法:4329 名疑似 OSA 患者接受了人体测量、生化和多导睡眠图(PSG)数据以及 30 种低密度脂蛋白胆固醇(LDL-C)单核苷酸多态性(SNPs)的综合评估。对每个受试者的 10 年弗雷明汉心血管疾病风险评分 (FRS)、IR 和 MS 进行了评估。利用线性回归和逻辑回归研究了这些变量之间的相关性:经过本杰明-霍奇伯格校正后,线性回归结果显示变异体 rs3741297 和 rs629301 与 FRS 呈正相关(β = 0.031,PBH=0.002;β = 0.026,PBH=0.015)。逻辑回归显示,rs3741297 增加了所有受试者的 MS 风险[OR = 1.67 (95% CI:1.369-2.038), PBH=1.32 × 10-5],并增加了女性的 IR 风险[OR = 3.475 (95% CI:1.653-7.307), PBH=0.03]。在男性中,rs2642438降低了MS风险[OR = 0.81 (95% CI:0.703-0.933), PBH=0.045]:rs3741297变异与OSA人群对心血管疾病、IR和多发性硬化症的易感性相关。OSA、心血管疾病、红外和多发性硬化可能具有共同的遗传背景,这可能会促进精准医疗的发展:研究方案已在中国临床试验注册中心注册(ChiCTR1900025714)。
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引用次数: 0
E4bp4-Cyp3a11 axis in high-fat diet-induced obese mice with weight fluctuation. E4bp4-Cyp3a11轴在高脂饮食诱导的肥胖小鼠体重波动中的作用。
IF 3.9 2区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2024-05-27 DOI: 10.1186/s12986-024-00803-1
Shuoshuo Sun, Ruixiang Zhang, Yu Chen, Yijiao Xu, Xingjia Li, Chao Liu, Guofang Chen, Xiao Wei

Objective: Weight regain after weight loss is a challenge in obesity management. The metabolic changes and underlying mechanisms in obese people with weight fluctuation remain to be elucidated. In the present study, we aimed to profile the features and clinical significance of liver transcriptome in obese mice with weight regain after weight loss.

Methods: The male C57BL/6J mice were fed with standard chow diet or high-fat diet (HFD). After 9 weeks, the HFD-induced obese mice were randomly divided into weight gain (WG), weight loss (WL) and weight regain (WR) group. After 10 weeks of dietary intervention, body weight, fasting blood glucose (FBG), intraperitoneal glucose tolerance, triglycerides (TG), total cholesterol (T-CHO) and low-density lipoprotein cholesterol (LDL-C) were measured. Morphological structure and lipid droplet accumulation in the liver were observed by H&E staining and oil red O staining, respectively. The liver transcriptome was detected by RNA sequencing. Protein expressions of liver cytochrome P450 3a11 (Cyp3a11) and E4 promoter-binding protein 4 (E4bp4) were determined by Western blot.

Results: After 10 weeks of dietary intervention, the body weight, FBG, glucose area under the curve, T-CHO and LDL-C in WL group were significantly lower than those in WG group (P < 0.05). At 4 weeks of HFD re-feeding, the mice in WR group presented body weight and T-CHO significantly lower than those in WG group, whereas higher than those in WL group (P < 0.05). Hepatic vacuolar degeneration and lipid droplet accumulation in the liver were significantly alleviated in WL group and WR group, compared to those in WG group. The liver transcriptome associated with lipid metabolism was significantly altered during weight fluctuation in obese mice. Compared with those in WG group, Cyp3a11 in the liver was significantly upregulated, and E4bp4 was significantly downregulated in WL and WR groups.

Conclusion: Obese mice experience weight regain after weight loss by HFD re-feeding, but their glucose and lipid metabolism disorders are milder than those induced by the persistence of obesity. Downregulated E4bp4 and upregulated Cyp3a11 are detected in obese mice after weight loss, suggesting that the E4bp4-Cyp3a11 axis may involved in metabolic mechanisms underlying weight regulation.

目的:减肥后体重反弹是肥胖管理中的一项挑战。肥胖者体重波动时的代谢变化及其内在机制仍有待阐明。在本研究中,我们旨在分析减肥后体重反弹的肥胖小鼠肝脏转录组的特征和临床意义:方法:雄性 C57BL/6J 小鼠以标准饲料或高脂饮食(HFD)喂养。9周后,将高脂饮食诱导的肥胖小鼠随机分为体重增加组(WG)、体重减轻组(WL)和体重恢复组(WR)。饮食干预10周后,测量体重、空腹血糖(FBG)、腹腔葡萄糖耐量、甘油三酯(TG)、总胆固醇(T-CHO)和低密度脂蛋白胆固醇(LDL-C)。通过 H&E 染色和油红 O 染色分别观察了肝脏的形态结构和脂滴堆积。通过 RNA 测序检测了肝脏转录组。通过Western blot检测肝脏细胞色素P450 3a11 (Cyp3a11)和E4启动子结合蛋白4 (E4bp4)的蛋白表达:结果:饮食干预10周后,WL组的体重、FBG、血糖曲线下面积、T-CHO和LDL-C均显著低于WG组(P肥胖小鼠在通过高密度脂蛋白胆固醇(HFD)再喂养减肥后体重会恢复,但其糖代谢和脂代谢紊乱比持续肥胖引起的紊乱要轻微。在减肥后的肥胖小鼠中检测到 E4bp4 下调和 Cyp3a11 上调,这表明 E4bp4-Cyp3a11 轴可能参与了体重调节的代谢机制。
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引用次数: 0
A secondary analysis of indices of hepatic and beta cell function following 12 weeks of carbohydrate and energy restriction vs. free-living control in adults with type 2 diabetes. 对 2 型糖尿病成人患者进行为期 12 周的碳水化合物和能量限制与自由生活控制对比后的肝功能和 beta 细胞功能指数进行二次分析。
IF 4.5 2区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2024-05-27 DOI: 10.1186/s12986-024-00807-x
Cody Durrer, Hashim Islam, Haoning Howard Cen, Maria Dolores Moya Garzon, Xuchao Lyu, Sean McKelvey, Joel Singer, Alan M Batterham, Jonathan Z Long, James D Johnson, Jonathan P Little

Background: Substantial weight loss in people living with type 2 diabetes (T2D) can reduce the need for glucose-lowering medications while concurrently lowering glycemia below the diagnostic threshold for the disease. Furthermore, weight-loss interventions have also been demonstrated to improve aspects of underlying T2D pathophysiology related to ectopic fat in the liver and pancreatic beta-cell function. As such, the purpose of this secondary analysis was to explore the extent to which a low-carbohydrate and energy-restricted (LCER) diet intervention improves markers of beta-cell stress/function, liver fat accumulation, and metabolic related liver function in people with type 2 diabetes.

Methods: We conducted secondary analyses of blood samples from a larger pragmatic community-based parallel-group randomized controlled trial involving a 12-week pharmacist implemented LCER diet (Pharm-TCR: <50 g carbohydrates; ~850-1100 kcal/day; n = 20) versus treatment-as-usual (TAU; n = 16). Participants were people with T2D, using ≥ 1 glucose-lowering medication, and a body mass index of ≥ 30 kg/m2. Main outcomes were C-peptide to proinsulin ratio, circulating microRNA 375 (miR375), homeostatic model assessment (HOMA) beta-cell function (B), fatty liver index (FLI), hepatic steatosis index (HSI), HOMA insulin resistance (IR), and circulating fetuin-A and fibroblast growth factor 21 (FGF21). Data were analysed using linear regression with baseline as a covariate.

Results: There was no observed change in miR375 (p = 0.42), C-peptide to proinsulin ratio (p = 0.17) or HOMA B (p = 0.15). FLI and HSI were reduced by -25.1 (p < 0.0001) and - 4.9 (p < 0.0001), respectively. HOMA IR was reduced by -46.5% (p = 0.011). FGF21 was reduced by -161.2pg/mL (p = 0.035) with a similar tendency found for fetuin-A (mean difference: -16.7ng/mL; p = 0.11). These improvements in markers of hepatic function were accompanied by reductions in circulating metabolites linked to hepatic insulin resistance (e.g., diacylglycerols, ceramides) in the Pharm TCR group.

Conclusions: The Pharm-TCR intervention did not improve fasting indices of beta-cell stress; however, markers of liver fat accumulation and and liver function were improved, suggesting that a LCER diet can improve some aspects of the underlying pathophysiology of T2D.

Trial registration: Clinicaltrials.gov (NCT03181165).

背景:2 型糖尿病(T2D)患者大幅减轻体重可减少对降糖药物的需求,同时将血糖降至疾病诊断阈值以下。此外,减肥干预还能改善 2 型糖尿病病理生理学中与肝脏异位脂肪和胰腺 beta 细胞功能有关的方面。因此,本次二次分析的目的是探讨低碳水化合物和能量限制(LCER)饮食干预能在多大程度上改善 2 型糖尿病患者的 beta 细胞压力/功能、肝脏脂肪堆积和代谢相关肝功能指标:我们对一项规模更大的基于社区的务实平行组随机对照试验的血液样本进行了二次分析,该试验涉及药剂师实施的为期 12 周的 LCER 饮食(Pharm-TCR:2)。主要结果包括 C 肽与原胰岛素比率、循环 microRNA 375 (miR375)、稳态模型评估 (HOMA) β 细胞功能 (B)、脂肪肝指数 (FLI)、肝脏脂肪变性指数 (HSI)、HOMA 胰岛素抵抗 (IR) 以及循环胎盘素-A 和成纤维细胞生长因子 21 (FGF21)。数据采用线性回归分析,基线为协变量:结果:未观察到 miR375(p = 0.42)、C 肽与胰岛素比值(p = 0.17)或 HOMA B(p = 0.15)的变化。FLI和HSI降低了-25.1(p 结论:Pharm-TCR干预并没有改善患者的血糖水平:Pharm-TCR干预并没有改善β细胞压力的空腹指数;但是,肝脏脂肪堆积和肝功能指标得到了改善,这表明LCER饮食可以改善T2D潜在病理生理学的某些方面:试验注册:Clinicaltrials.gov (NCT03181165)。
{"title":"A secondary analysis of indices of hepatic and beta cell function following 12 weeks of carbohydrate and energy restriction vs. free-living control in adults with type 2 diabetes.","authors":"Cody Durrer, Hashim Islam, Haoning Howard Cen, Maria Dolores Moya Garzon, Xuchao Lyu, Sean McKelvey, Joel Singer, Alan M Batterham, Jonathan Z Long, James D Johnson, Jonathan P Little","doi":"10.1186/s12986-024-00807-x","DOIUrl":"10.1186/s12986-024-00807-x","url":null,"abstract":"<p><strong>Background: </strong>Substantial weight loss in people living with type 2 diabetes (T2D) can reduce the need for glucose-lowering medications while concurrently lowering glycemia below the diagnostic threshold for the disease. Furthermore, weight-loss interventions have also been demonstrated to improve aspects of underlying T2D pathophysiology related to ectopic fat in the liver and pancreatic beta-cell function. As such, the purpose of this secondary analysis was to explore the extent to which a low-carbohydrate and energy-restricted (LCER) diet intervention improves markers of beta-cell stress/function, liver fat accumulation, and metabolic related liver function in people with type 2 diabetes.</p><p><strong>Methods: </strong>We conducted secondary analyses of blood samples from a larger pragmatic community-based parallel-group randomized controlled trial involving a 12-week pharmacist implemented LCER diet (Pharm-TCR: <50 g carbohydrates; ~850-1100 kcal/day; n = 20) versus treatment-as-usual (TAU; n = 16). Participants were people with T2D, using ≥ 1 glucose-lowering medication, and a body mass index of ≥ 30 kg/m<sup>2</sup>. Main outcomes were C-peptide to proinsulin ratio, circulating microRNA 375 (miR375), homeostatic model assessment (HOMA) beta-cell function (B), fatty liver index (FLI), hepatic steatosis index (HSI), HOMA insulin resistance (IR), and circulating fetuin-A and fibroblast growth factor 21 (FGF21). Data were analysed using linear regression with baseline as a covariate.</p><p><strong>Results: </strong>There was no observed change in miR375 (p = 0.42), C-peptide to proinsulin ratio (p = 0.17) or HOMA B (p = 0.15). FLI and HSI were reduced by -25.1 (p < 0.0001) and - 4.9 (p < 0.0001), respectively. HOMA IR was reduced by -46.5% (p = 0.011). FGF21 was reduced by -161.2pg/mL (p = 0.035) with a similar tendency found for fetuin-A (mean difference: -16.7ng/mL; p = 0.11). These improvements in markers of hepatic function were accompanied by reductions in circulating metabolites linked to hepatic insulin resistance (e.g., diacylglycerols, ceramides) in the Pharm TCR group.</p><p><strong>Conclusions: </strong>The Pharm-TCR intervention did not improve fasting indices of beta-cell stress; however, markers of liver fat accumulation and and liver function were improved, suggesting that a LCER diet can improve some aspects of the underlying pathophysiology of T2D.</p><p><strong>Trial registration: </strong>Clinicaltrials.gov (NCT03181165).</p>","PeriodicalId":19196,"journal":{"name":"Nutrition & Metabolism","volume":"21 1","pages":"29"},"PeriodicalIF":4.5,"publicationDate":"2024-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11129411/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141155051","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effects of Crocus sativus on glycemic control and cardiometabolic parameters among patients with metabolic syndrome and related disorders: a systematic review and meta-analysis of randomized controlled trials 茜草对代谢综合征及相关疾病患者血糖控制和心脏代谢参数的影响:随机对照试验的系统回顾和荟萃分析
IF 4.5 2区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2024-05-25 DOI: 10.1186/s12986-024-00806-y
Xiaodan Yan, Shuyuan Zhao, Xue Feng, Xinrui Li, Qian Zhou, Qiu Chen
Metabolic syndrome (MetS) is a cluster of clinical syndromes that is closely associated with an elevated risk of developing atherosclerotic cardiovascular disease. In a series of animal experiments and clinical trials, crocus sativus and its component crocin have demonstrated promising hypoglycemic effects. However, there is currently insufficient evidence regarding their impact on cardiometabolic parameters. Our study aimed to assess the impact of Crocus sativus and crocin on glycemic control in individuals with metabolic syndrome and associated disorders, as well as their potential effects on improving cardiometabolic parameters. We searched Cochrane Library, PubMed, Embase, and Web of Science databases to ascertain the pertinent randomized controlled trials (RCTs) until December 30, 2023. Q-test and I2 statistics were utilized to evaluate heterogeneity among the included studies. Data were merged using a random-effects model and presented as (WMD) with a 95% confidence interval (CI). The current comprehensive review and meta-analysis, encompassing 13 RCTs involving a total of 840 patients diagnosed with metabolic syndrome and associated disorders, demonstrates that Crocus sativus was superior to placebo on Hemoglobin A1c(HbA1c) (WMD: -0.31;95% CI [-0.44,-0.19]. P = 0.002) and systolic blood pressure(SBP) (WMD:-7.49;95% CI [-11.67,-3.30]. P = 0.99) respectively. Moreover, Crocus sativus improved fasting blood glucose (FBG) (WMD:-7.25;95% CI [-11.82, -2.57]. P = 0.002) when used crocin and on other chronic diseases. Crocus sativus reduced the total cholesterol (TC) among the metabolic syndromepatients (WMD:-13.64;95%CI [-26.26, -1.03]. P = 0.03). We demonstrated that Crocus sativus exerts beneficial effects on glycemic control and cardiometabolic parameters in individuals with metabolic syndrome and related disorders.
代谢综合征(MetS)是一组与动脉粥样硬化性心血管疾病发病风险升高密切相关的临床综合征。在一系列动物实验和临床试验中,藏红花及其成分藏红花苷都显示出良好的降血糖效果。然而,目前还没有足够的证据表明它们对心脏代谢参数的影响。我们的研究旨在评估番泻叶和巴豆苷对代谢综合征及相关疾病患者血糖控制的影响,以及它们对改善心脏代谢指标的潜在作用。我们检索了 Cochrane Library、PubMed、Embase 和 Web of Science 数据库,以确定截至 2023 年 12 月 30 日的相关随机对照试验 (RCT)。采用 Q 检验和 I2 统计法评估纳入研究之间的异质性。采用随机效应模型合并数据,并以 (WMD) 和 95% 置信区间 (CI) 表示。目前的综合综述和荟萃分析包括 13 项研究性试验,共涉及 840 名确诊为代谢综合征及相关疾病的患者,结果表明茜草在降低血红蛋白 A1c(HbA1c) 方面优于安慰剂(WMD:-0.P=0.002)和收缩压(SBP)(WMD:-7.49;95% CI [-11.67,-3.30]。此外,在使用藏红花苷和其他慢性疾病时,藏红花苷还能改善空腹血糖(FBG)(WMD:-7.25;95% CI [-11.82,-2.57],P = 0.002)。番泻叶降低了代谢综合征患者的总胆固醇(TC)(WMD:-13.64;95%CI [-26.26,-1.03]。我们的研究表明,番石榴对代谢综合征及相关疾病患者的血糖控制和心脏代谢参数有益处。
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引用次数: 0
Triglyceride-glucose index predicts all-cause mortality, but not cardiovascular mortality, in rural Northeast Chinese patients with metabolic syndrome: a community-based retrospective cohort study. 一项基于社区的回顾性队列研究:甘油三酯-葡萄糖指数可预测中国东北农村地区代谢综合征患者的全因死亡率,但不能预测心血管疾病死亡率。
IF 4.5 2区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2024-05-21 DOI: 10.1186/s12986-024-00804-0
Shasha Yu, Qiyu Li, Hongmei Yang, Xiaofan Guo, GuangXiao Li, Yingxian Sun

Background: Metabolic syndrome (MetS) includes a group of metabolic irregularities, including insulin resistance (IR), atherogenic dyslipidemia, central obesity, and hypertension. Consistent evidence supports IR and ongoing low-grade inflammation as the main contributors to MetS pathogenesis. However, the association between the triglyceride-glucose (TyG) index and mortality in people with MetS remains uncertain. The objective of this study was to examine the correlation between the baseline TyG index and all-cause and cardiovascular (CV) mortality in rural Northeast Chinese individuals with MetS.

Methods: For the Northeast China Rural Cardiovascular Health Study, 3918 participants (mean age, 55 ± 10; 62.4% women) with MetS at baseline were enrolled in 2012-2013 and followed up from 2015 to 2017. The TyG index was calculated using the equation TyG index = ln [fasting TG (mg/dL) × fasting glucose (mg/dL)/2] and subdivided into tertiles [Q1(< 8.92); Q2 (8.92-9.36); Q3 (≥ 9.36)]. Multivariate Cox proportional hazards models were developed to examine the correlations between mortality and the baseline TyG index.

Results: During a median of 4.66 years of follow-up, 196 (5.0%) all-cause deaths and 108 (2.8%) CV disease-related deaths occurred. The incidence of all-cause mortality was significantly different among TyG index tertiles of the overall population (P = 0.045). Kaplan-Meier analysis demonstrated a significantly increased risk of all-cause mortality in rural Chinese patients with a higher TyG index (log-rank P < 0.05). After adjusting for possible confounders, Cox proportional hazard analysis revealed that the TyG index could effectively predict all-cause mortality (HR for the third vs. first tertile of TyG was 1.441 [95% confidence interval, 1.009-2.059]), but not CV mortality, in rural Chinese patients with MetS.

Conclusions: The TyG index is an effective predictor of all-cause mortality in rural Chinese patients with MetS. This indicates that the TyG index may be useful for identifying rural Chinese individuals with MetS at a high risk of death.

背景:代谢综合征(MetS)包括一组代谢异常,包括胰岛素抵抗(IR)、致动脉粥样硬化性血脂异常、中心性肥胖和高血压。一致的证据表明,胰岛素抵抗和持续的低度炎症是 MetS 的主要致病因素。然而,甘油三酯-葡萄糖(TyG)指数与 MetS 患者死亡率之间的关系仍不确定。本研究旨在探讨中国东北农村地区 MetS 患者的基线 TyG 指数与全因死亡率和心血管(CV)死亡率之间的相关性:在中国东北农村心血管健康研究中,有3918名参与者(平均年龄为55岁±10岁;62.4%为女性)在2012-2013年期间加入了MetS基线研究,并在2015-2017年期间进行了随访。TyG指数的计算公式为TyG指数=ln[空腹TG(mg/dL)×空腹血糖(mg/dL)/2],并细分为三等分[Q1(结果:在中位 4.66 年的随访期间,196 例(5.0%)全因死亡和 108 例(2.8%)心血管疾病相关死亡。全因死亡发生率在总体人群的 TyG 指数三分位数之间存在显著差异(P = 0.045)。Kaplan-Meier分析表明,TyG指数越高的中国农村患者全因死亡风险越高(log-rank P 结论:TyG指数是预测心血管疾病的有效指标:TyG指数可有效预测中国农村 MetS 患者的全因死亡率。这表明,TyG指数可用于识别死亡风险较高的中国农村 MetS 患者。
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引用次数: 0
Natural products in the management of neurodegenerative diseases. 治疗神经退行性疾病的天然产品。
IF 4.5 2区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2024-05-16 DOI: 10.1186/s12986-024-00800-4
Rajat Goyal, Pooja Mittal, Rupesh K Gautam, Mohammad Amjad Kamal, Asma Perveen, Vandana Garg, Athanasios Alexiou, Muhammad Saboor, Shafiul Haque, Aisha Farhana, Marios Papadakis, Ghulam Md Ashraf

Neurodegenerative diseases represent one of the utmost imperative well-being health issues and apprehensions due to their escalating incidence of mortality. Natural derivatives are more efficacious in various preclinical models of neurodegenerative illnesses. These natural compounds include phytoconstituents in herbs, vegetables, fruits, nuts, and marine and freshwater flora, with remarkable efficacy in mitigating neurodegeneration and enhancing cognitive abilities in preclinical models. According to the latest research, the therapeutic activity of natural substances can be increased by adding phytoconstituents in nanocarriers such as nanoparticles, nanogels, and nanostructured lipid carriers. They can enhance the stability and specificity of the bioactive compounds to a more considerable extent. Nanotechnology can also provide targeting, enhancing their specificity to the respective site of action. In light of these findings, this article discusses the biological and therapeutic potential of natural products and their bioactive derivatives to exert neuroprotective effects and some clinical studies assessing their translational potential to treat neurodegenerative disorders.

神经退行性疾病是最紧迫的健康问题之一,其死亡率不断攀升,令人担忧。天然衍生物在神经退行性疾病的各种临床前模型中更具疗效。这些天然化合物包括草药、蔬菜、水果、坚果以及海洋和淡水菌群中的植物成分,在临床前模型中对减轻神经退行性病变和提高认知能力具有显著疗效。根据最新研究,在纳米载体(如纳米颗粒、纳米凝胶和纳米结构脂质载体)中添加植物成分可提高天然物质的治疗活性。它们可以在更大程度上提高生物活性化合物的稳定性和特异性。纳米技术还可以提供靶向性,提高其对相应作用部位的特异性。鉴于这些发现,本文讨论了天然产品及其生物活性衍生物发挥神经保护作用的生物和治疗潜力,以及一些评估其治疗神经退行性疾病转化潜力的临床研究。
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引用次数: 0
Interpretable machine learning framework to predict gout associated with dietary fiber and triglyceride-glucose index. 可解释的机器学习框架,用于预测与膳食纤维和甘油三酯-葡萄糖指数相关的痛风。
IF 4.5 2区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2024-05-14 DOI: 10.1186/s12986-024-00802-2
Shunshun Cao, Yangyang Hu

Background: Gout prediction is essential for the development of individualized prevention and treatment plans. Our objective was to develop an efficient and interpretable machine learning (ML) model using the SHapley Additive exPlanation (SHAP) to link dietary fiber and triglyceride-glucose (TyG) index to predict gout.

Methods: Using datasets from the National Health and Nutrition Examination Survey (NHANES) (2005-2018) population to study dietary fiber, the TyG index was used to predict gout. After evaluating the performance of six ML models and selecting the Light Gradient Boosting Machine (LGBM) as the optimal algorithm, we interpret the LGBM model for predicting gout using SHAP and reveal the decision-making process of the model.

Results: An initial survey of 70,190 participants was conducted, and after a gradual exclusion process, 12,645 cases were finally included in the study. Selection of the best performing LGBM model for prediction of gout associated with dietary fiber and TyG index (Area under the ROC curve (AUC): 0.823, 95% confidence interval (CI): 0.798-0.848, Accuracy: 95.3%, Brier score: 0.077). The feature importance of SHAP values indicated that age was the most important feature affecting the model output, followed by uric acid (UA). The SHAP values showed that lower dietary fiber values had a more pronounced effect on the positive prediction of the model, while higher values of the TyG index had a more pronounced effect on the positive prediction of the model.

Conclusion: The interpretable LGBM model associated with dietary fiber and TyG index showed high accuracy, efficiency, and robustness in predicting gout. Increasing dietary fiber intake and lowering the TyG index are beneficial in reducing the potential risk of gout.

背景:痛风预测对于制定个性化预防和治疗计划至关重要。我们的目标是利用SHAPLE Additive exPlanation(SHAP)开发一种高效且可解释的机器学习(ML)模型,将膳食纤维和甘油三酯-葡萄糖(TyG)指数联系起来,以预测痛风:利用美国国家健康与营养调查(NHANES)(2005-2018 年)的数据集研究膳食纤维,并利用 TyG 指数预测痛风。在评估了六种ML模型的性能并选择轻梯度提升机(LGBM)作为最佳算法后,我们对使用SHAP预测痛风的LGBM模型进行了解读,并揭示了该模型的决策过程:我们对 70,190 名参与者进行了初步调查,经过逐步排除,最终将 12,645 个病例纳入研究。选出了预测痛风与膳食纤维和 TyG 指数相关的最佳 LGBM 模型(ROC 曲线下面积 (AUC):0.823,95% 置信度):0.823,95% 置信区间 (CI):0.798-0.848,准确率:95.3%,布赖尔评分:0.077)。SHAP 值的特征重要性表明,年龄是影响模型输出结果的最重要特征,其次是尿酸(UA)。SHAP 值显示,较低的膳食纤维值对模型的正向预测有更明显的影响,而较高的 TyG 指数值对模型的正向预测有更明显的影响:结论:与膳食纤维和 TyG 指数相关的可解释 LGBM 模型在预测痛风方面表现出较高的准确性、效率和稳健性。增加膳食纤维摄入量和降低TyG指数有利于降低痛风的潜在风险。
{"title":"Interpretable machine learning framework to predict gout associated with dietary fiber and triglyceride-glucose index.","authors":"Shunshun Cao, Yangyang Hu","doi":"10.1186/s12986-024-00802-2","DOIUrl":"10.1186/s12986-024-00802-2","url":null,"abstract":"<p><strong>Background: </strong>Gout prediction is essential for the development of individualized prevention and treatment plans. Our objective was to develop an efficient and interpretable machine learning (ML) model using the SHapley Additive exPlanation (SHAP) to link dietary fiber and triglyceride-glucose (TyG) index to predict gout.</p><p><strong>Methods: </strong>Using datasets from the National Health and Nutrition Examination Survey (NHANES) (2005-2018) population to study dietary fiber, the TyG index was used to predict gout. After evaluating the performance of six ML models and selecting the Light Gradient Boosting Machine (LGBM) as the optimal algorithm, we interpret the LGBM model for predicting gout using SHAP and reveal the decision-making process of the model.</p><p><strong>Results: </strong>An initial survey of 70,190 participants was conducted, and after a gradual exclusion process, 12,645 cases were finally included in the study. Selection of the best performing LGBM model for prediction of gout associated with dietary fiber and TyG index (Area under the ROC curve (AUC): 0.823, 95% confidence interval (CI): 0.798-0.848, Accuracy: 95.3%, Brier score: 0.077). The feature importance of SHAP values indicated that age was the most important feature affecting the model output, followed by uric acid (UA). The SHAP values showed that lower dietary fiber values had a more pronounced effect on the positive prediction of the model, while higher values of the TyG index had a more pronounced effect on the positive prediction of the model.</p><p><strong>Conclusion: </strong>The interpretable LGBM model associated with dietary fiber and TyG index showed high accuracy, efficiency, and robustness in predicting gout. Increasing dietary fiber intake and lowering the TyG index are beneficial in reducing the potential risk of gout.</p>","PeriodicalId":19196,"journal":{"name":"Nutrition & Metabolism","volume":"21 1","pages":"25"},"PeriodicalIF":4.5,"publicationDate":"2024-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11092237/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140922187","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Sirtfood intake in relation to the 10-year risk of major adverse cardiovascular events: a population-based cohort study. Sirtfood 摄入量与 10 年主要不良心血管事件风险的关系:一项基于人群的队列研究。
IF 4.5 2区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2024-05-10 DOI: 10.1186/s12986-024-00798-9
Mahdieh Golzarand, Saghar Estaki, Parvin Mirmiran, Fereidoun Azizi

Background: Sirtuins have an important role in the regulation of metabolic and biological processess. Thus, we hypothesized that foods that could activate sirtuins, known as "sirtfood", may improve health status. So, this study was aimed at investigating the association between the amount of sirtfood intake and the risk of major adverse cardiovascular events (MACE).

Methods: In this cohort study, 2918 adults who had no history of MACE at the start of the study (2006-2008) participated and were followed up on until 2018. The amount of sirtfoods intake (servings per week) was computed using a validated food frequency questionnaire. Each patient's medical records were evaluated to detect MACE. The Cox proportional hazards model was applied to assess the association between the amount of sirtfood intake and the risk of MACE.

Results: The median duration of the study was 10.6 years. The hazard ratio (HR) for the risk of MACE was 0.70 for the second (95% CI: 0.50, 0.98) and 0.60 (95% CI: 0.42, 0.86) for the third tertile of sirtfoods intake compared with the first tertile. This association was nonlinear, and sirtfoods consumption of more than five servings per week did not result in a lower risk of MACE. In addition, there was a significant interaction between age (P-interaction < 0.001) and sirtfoods intake in relation to MACE occurrence. When assessing sirtfood components, compared with the lowest intake, the highest amount of soy (HR: 0.74, 95% CI: 0.56, 0.99) and parsley (HR: 0.62, 95% CI: 0.47, 0.83) intake was related to a lower risk of MACE.

Conclusion: Our results indicated an inverse association between a higher amount of sirtfood intake and a lower risk of MACE incidents. This association was nonlinear, and having more than five servings of sirtfood per week did not reduce the risk of MACE any further.

背景Sirtuins 在调节新陈代谢和生物过程中发挥着重要作用。因此,我们假设能激活 sirtuins 的食物(即 "sirtfood")可能会改善健康状况。因此,本研究旨在调查sirtfood 摄入量与主要不良心血管事件(MACE)风险之间的关联:在这项队列研究中,2918 名在研究开始时(2006-2008 年)没有 MACE 病史的成年人参与了研究,并一直随访至 2018 年。研究人员使用经过验证的食物频率调查问卷计算了钠盐类食物的摄入量(每周份数)。对每位患者的医疗记录进行了评估,以检测MACE。采用 Cox 比例危险模型评估 sirtfood 摄入量与 MACE 风险之间的关系:研究的中位持续时间为 10.6 年。与第一格相比,第二格(95% CI:0.50, 0.98)和第三格(95% CI:0.42, 0.86)sirtfoods 摄入量与 MACE 风险的危险比(HR)分别为 0.70 和 0.60(95% CI:0.42, 0.86)。这种关联是非线性的,每周摄入五份以上的 sirtfoods 并不会降低 MACE 风险。此外,年龄之间存在明显的交互作用(P-交互作用结论):我们的研究结果表明,钠盐食品摄入量越高,发生 MACE 事件的风险越低,两者之间呈反比关系。这种关系是非线性的,每周摄入五份以上的钠盐食品并不会进一步降低 MACE 风险。
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引用次数: 0
Body composition and body fat distribution in tissue-specific insulin resistance and in response to a 12-week isocaloric dietary macronutrient intervention 组织特异性胰岛素抵抗和对为期 12 周的等热量膳食宏量营养素干预反应的身体成分和体脂分布
IF 4.5 2区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2024-04-09 DOI: 10.1186/s12986-024-00795-y
Inez Trouwborst, Kelly M. Jardon, Anouk Gijbels, Gabby Hul, Edith J.M. Feskens, Lydia A. Afman, Jennifer Linge, Gijs H. Goossens, Ellen E. Blaak
Body composition and body fat distribution are important predictors of cardiometabolic diseases. The etiology of cardiometabolic diseases is heterogenous, and partly driven by inter-individual differences in tissue-specific insulin sensitivity. To investigate (1) the associations between body composition and whole-body, liver and muscle insulin sensitivity, and (2) changes in body composition and insulin sensitivity and their relationship after a 12-week isocaloric diet high in mono-unsaturated fatty acids (HMUFA) or a low-fat, high-protein, high-fiber (LFHP) diet. This subcohort analysis of the PERSON study includes 93 individuals (53% women, BMI 25–40 kg/m2, 40–75 years) who participated in this randomized intervention study. At baseline and after 12 weeks of following the LFHP, or HMUFA diet, we performed a 7-point oral glucose tolerance test to assess whole-body, liver, and muscle insulin sensitivity, and whole-body magnetic resonance imaging to determine body composition and body fat distribution. Both diets are within the guidelines of healthy nutrition. At baseline, liver fat content was associated with worse liver insulin sensitivity (β [95%CI]; 0.12 [0.01; 0.22]). Only in women, thigh muscle fat content was inversely related to muscle insulin sensitivity (-0.27 [-0.48; -0.05]). Visceral adipose tissue (VAT) was inversely associated with whole-body, liver, and muscle insulin sensitivity. Both diets decreased VAT, abdominal subcutaneous adipose tissue (aSAT), and liver fat, but not whole-body and tissue-specific insulin sensitivity with no differences between diets. Waist circumference, however, decreased more following the LFHP diet as compared to the HMUFA diet (-3.0 vs. -0.5 cm, respectively). After the LFHP but not HMUFA diet, improvements in body composition were positively associated with improvements in whole-body and liver insulin sensitivity. Liver and muscle insulin sensitivity are distinctly associated with liver and muscle fat accumulation. Although both LFHP and HMUFA diets improved in body fat, VAT, aSAT, and liver fat, only LFHP-induced improvements in body composition are associated with improved insulin sensitivity. NCT03708419 (clinicaltrials.gov).
身体成分和体脂分布是预测心脏代谢疾病的重要指标。心脏代谢疾病的病因是多方面的,部分原因是个体间组织特异性胰岛素敏感性的差异。目的是研究:(1)身体成分与全身、肝脏和肌肉胰岛素敏感性之间的关系;(2)经过 12 周高单不饱和脂肪酸(HMUFA)或低脂肪、高蛋白、高纤维(LFHP)等热量饮食后,身体成分和胰岛素敏感性的变化及其关系。这项 PERSON 研究的子队列分析包括 93 名参加随机干预研究的人(53% 为女性,体重指数 25-40 kg/m2,40-75 岁)。在基线期和采用 LFHP 或 HMUFA 饮食 12 周后,我们进行了 7 点口服葡萄糖耐量测试,以评估全身、肝脏和肌肉的胰岛素敏感性,并进行了全身磁共振成像,以确定身体成分和体脂分布。两种饮食都符合健康营养指南的要求。基线时,肝脏脂肪含量与肝脏胰岛素敏感性较差有关(β [95%CI]; 0.12 [0.01; 0.22])。只有女性的大腿肌肉脂肪含量与肌肉胰岛素敏感性成反比(-0.27 [-0.48; -0.05])。内脏脂肪组织(VAT)与全身、肝脏和肌肉的胰岛素敏感性成反比。两种饮食都能降低内脏脂肪组织、腹部皮下脂肪组织(aSAT)和肝脏脂肪,但不能降低全身和特定组织的胰岛素敏感性,且饮食之间没有差异。然而,与 HMUFA 膳食相比,LFHP 膳食后腰围的减少幅度更大(分别为-3.0 厘米和-0.5 厘米)。摄入 LFHP 而非 HMUFA 膳食后,身体成分的改善与全身和肝脏胰岛素敏感性的改善呈正相关。肝脏和肌肉的胰岛素敏感性与肝脏和肌肉的脂肪积累明显相关。虽然 LFHP 和 HMUFA 饮食都能改善体脂、VAT、aSAT 和肝脏脂肪,但只有 LFHP 引起的身体成分改善与胰岛素敏感性改善相关。NCT03708419(clinicaltrials.gov)。
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引用次数: 0
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