Pub Date : 2024-12-23DOI: 10.1186/s12986-024-00886-w
Sana Farzam, Donya Poursalehi, Saeideh Mirzaei, Ali Asadi, Masoumeh Akhlaghi, Parvane Saneei
Background: Many studies have explored the association between food intake and metabolic health. However, research on the association of consuming ultra-processed foods (UPFs) and metabolic health in children and adolescents remains unclear. The objective of our study was to investigate the relation between UPFs consumption and metabolic health status in Iranian adolescents with overweight/obesity.
Methods: For this cross-sectional study, we selected a sample of 203 adolescents (101 boys and 102 girls) with a mean age of 13.98 ± 1.61 who were chosen using a multistage cluster random sampling method. We collected data on their dietary patterns using a validated 147-item semi-quantitative food frequency questionnaire. Additionally, we measured anthropometric indices, blood pressure, fasting glucose, insulin, and lipid profiles. Participants were categorized to either metabolically healthy or unhealthy overweight/obesity (MHO and MUO) based on the International Diabetes Federation (IDF) and IDF/ Homeostasis Model Assessment Insulin Resistance (HOMA-IR) criteria.
Results: Our findings revealed that every 10 g/d increase in UPFs consumption was related to an elevated odds of MUO as defined by the IDF (OR = 1.14; 95%CI: 1.08-1.19) and IDF/HOMA-IR (OR = 1.14; 95%CI; 1.08-1.19) criteria, after controlling all confounders. The severity of this association varied among girls and boys and also among those with overweight and obesity according to the applied definitions. Moreover, each 10 g/d increase in daily UPFs intake was associated with increased odds of metabolic factors including hyperglycemia, hypertriglyceridemia, hypo-HDL-cholesterolemia, hypertension, and high insulin resistance levels.
Conclusion: These findings highlighted a direct association between higher UPFs consumption and MUO status among adolescents.
{"title":"Ultra-processed food intake in relation to metabolic health status in Iranian adolescents with overweight and obesity.","authors":"Sana Farzam, Donya Poursalehi, Saeideh Mirzaei, Ali Asadi, Masoumeh Akhlaghi, Parvane Saneei","doi":"10.1186/s12986-024-00886-w","DOIUrl":"10.1186/s12986-024-00886-w","url":null,"abstract":"<p><strong>Background: </strong>Many studies have explored the association between food intake and metabolic health. However, research on the association of consuming ultra-processed foods (UPFs) and metabolic health in children and adolescents remains unclear. The objective of our study was to investigate the relation between UPFs consumption and metabolic health status in Iranian adolescents with overweight/obesity.</p><p><strong>Methods: </strong>For this cross-sectional study, we selected a sample of 203 adolescents (101 boys and 102 girls) with a mean age of 13.98 ± 1.61 who were chosen using a multistage cluster random sampling method. We collected data on their dietary patterns using a validated 147-item semi-quantitative food frequency questionnaire. Additionally, we measured anthropometric indices, blood pressure, fasting glucose, insulin, and lipid profiles. Participants were categorized to either metabolically healthy or unhealthy overweight/obesity (MHO and MUO) based on the International Diabetes Federation (IDF) and IDF/ Homeostasis Model Assessment Insulin Resistance (HOMA-IR) criteria.</p><p><strong>Results: </strong>Our findings revealed that every 10 g/d increase in UPFs consumption was related to an elevated odds of MUO as defined by the IDF (OR = 1.14; 95%CI: 1.08-1.19) and IDF/HOMA-IR (OR = 1.14; 95%CI; 1.08-1.19) criteria, after controlling all confounders. The severity of this association varied among girls and boys and also among those with overweight and obesity according to the applied definitions. Moreover, each 10 g/d increase in daily UPFs intake was associated with increased odds of metabolic factors including hyperglycemia, hypertriglyceridemia, hypo-HDL-cholesterolemia, hypertension, and high insulin resistance levels.</p><p><strong>Conclusion: </strong>These findings highlighted a direct association between higher UPFs consumption and MUO status among adolescents.</p>","PeriodicalId":19196,"journal":{"name":"Nutrition & Metabolism","volume":"21 1","pages":"111"},"PeriodicalIF":3.9,"publicationDate":"2024-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11667992/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142882248","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}
Steatotic liver disease (SLD) and Hepatocellular Carcinoma (HCC) are characterised by a substantial rewiring of lipid fluxes caused by systemic metabolic unbalances and/or disrupted intracellular metabolic pathways. SLD is a direct consequence of the interaction between genetic predisposition and a chronic positive energy balance affecting whole-body energy homeostasis and the function of metabolically-competent organs. In this review, we discuss how the impairment of the cross-talk between peripheral organs and the liver stalls glucose and lipid metabolism, leading to unbalances in hepatic lipid fluxes that promote hepatic fat accumulation. We also describe how prolonged metabolic stress builds up toxic lipid species in the liver, and how lipotoxicity and metabolic disturbances drive disease progression by promoting a chronic activation of wound healing, leading to fibrosis and HCC. Last, we provide a critical overview of current state of the art (pre-clinical and clinical evidence) regarding mechanisms of action and therapeutic efficacy of candidate SLD treatment options, and their potential to interfere with SLD/HCC pathophysiology by diverting lipids away from the liver therefore improving metabolic health.
{"title":"Diverting hepatic lipid fluxes with lifestyles revision and pharmacological interventions as a strategy to tackle steatotic liver disease (SLD) and hepatocellular carcinoma (HCC).","authors":"Davide Misceo, Gabriele Mocciaro, Simona D'Amore, Michele Vacca","doi":"10.1186/s12986-024-00871-3","DOIUrl":"10.1186/s12986-024-00871-3","url":null,"abstract":"<p><p>Steatotic liver disease (SLD) and Hepatocellular Carcinoma (HCC) are characterised by a substantial rewiring of lipid fluxes caused by systemic metabolic unbalances and/or disrupted intracellular metabolic pathways. SLD is a direct consequence of the interaction between genetic predisposition and a chronic positive energy balance affecting whole-body energy homeostasis and the function of metabolically-competent organs. In this review, we discuss how the impairment of the cross-talk between peripheral organs and the liver stalls glucose and lipid metabolism, leading to unbalances in hepatic lipid fluxes that promote hepatic fat accumulation. We also describe how prolonged metabolic stress builds up toxic lipid species in the liver, and how lipotoxicity and metabolic disturbances drive disease progression by promoting a chronic activation of wound healing, leading to fibrosis and HCC. Last, we provide a critical overview of current state of the art (pre-clinical and clinical evidence) regarding mechanisms of action and therapeutic efficacy of candidate SLD treatment options, and their potential to interfere with SLD/HCC pathophysiology by diverting lipids away from the liver therefore improving metabolic health.</p>","PeriodicalId":19196,"journal":{"name":"Nutrition & Metabolism","volume":"21 1","pages":"112"},"PeriodicalIF":3.9,"publicationDate":"2024-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11668039/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142882174","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}
Background: This study aimed to explore the relationship between ultra-processed foods (UPFs) consumption and gut microbiota in patients with type 2 diabetes (T2D).
Methods: This cross-sectional study included 362 participants with T2D. UPFs consumption was assessed using a brief-type self-administered diet history questionnaire, quantified as the density of UPFs intake (g/1000 kcal). Gut microbial composition was evaluated via 16S rRNA gene sequencing. We investigated the association between gut microbiota, previously identified as relevant to T2D, and the density of UPFs intake using Spearman rank correlation coefficients. Multiple regression analysis, adjusting for age, sex, BMI, smoking status, exercise, and medication use, was conducted to further investigate these associations.
Results: The mean age of participants was 68 (63-74) years. The density of UPFs intake showed significant associations with Bifidobacterium (r = 0.11, p = 0.031), Lactobacillus (r = 0.11, p = 0.046), Ruminococcus (r = -0.12, p = 0.019), Roseburia (r = 0.11, p = 0.045). After adjusting for covariates in multiple regression analysis, Ruminococcus and Roseburia showed modest negative (β = -0.11, p = 0.038) and positive (β = 0.12, p = 0.033) correlations, with the density of UPFs intake among participants with T2D, respectively.
Conclusions: The density of UPFs intake was modestly inversely associated with Ruminococcus among patients with T2D and modestly positively associated with Roseburia.
背景:本研究旨在探讨2型糖尿病(T2D)患者超加工食品(upf)消费与肠道微生物群之间的关系。方法:本横断面研究纳入362例T2D患者。使用一份简短的自我管理饮食史问卷来评估UPFs的消耗,并将其量化为UPFs摄入密度(g/1000 kcal)。通过16S rRNA基因测序评估肠道微生物组成。我们使用Spearman秩相关系数研究了肠道微生物群(先前被确定与T2D相关)与UPFs摄入密度之间的关系。对年龄、性别、BMI、吸烟状况、运动和药物使用等因素进行调整后的多元回归分析,以进一步调查这些关联。结果:参与者的平均年龄为68岁(63-74)岁。upf摄入密度与双歧杆菌(r = 0.11, p = 0.031)、乳酸菌(r = 0.11, p = 0.046)、瘤胃球菌(r = -0.12, p = 0.019)、玫瑰菌(r = 0.11, p = 0.045)呈显著相关。在多元回归分析中调整协变量后,Ruminococcus和Roseburia分别与T2D参与者的upf摄入密度呈适度负相关(β = -0.11, p = 0.038)和正相关(β = 0.12, p = 0.033)。结论:在T2D患者中,upf摄入密度与Ruminococcus呈适度负相关,与Roseburia呈适度正相关。
{"title":"Association between gut microbiota and ultra-processed foods consumption among the patients with type 2 diabetes: a cross-sectional study.","authors":"Takahiro Ichikawa, Yoshitaka Hashimoto, Yusuke Igarashi, Sayaka Kawai, Ayumi Kaji, Ryosuke Sakai, Takafumi Osaka, Ryo Inoue, Saori Kashiwagi, Katsura Mizushima, Kazuhiko Uchiyama, Tomohisa Takagi, Yuji Naito, Masahide Hamaguchi, Michiaki Fukui","doi":"10.1186/s12986-024-00884-y","DOIUrl":"10.1186/s12986-024-00884-y","url":null,"abstract":"<p><strong>Background: </strong>This study aimed to explore the relationship between ultra-processed foods (UPFs) consumption and gut microbiota in patients with type 2 diabetes (T2D).</p><p><strong>Methods: </strong>This cross-sectional study included 362 participants with T2D. UPFs consumption was assessed using a brief-type self-administered diet history questionnaire, quantified as the density of UPFs intake (g/1000 kcal). Gut microbial composition was evaluated via 16S rRNA gene sequencing. We investigated the association between gut microbiota, previously identified as relevant to T2D, and the density of UPFs intake using Spearman rank correlation coefficients. Multiple regression analysis, adjusting for age, sex, BMI, smoking status, exercise, and medication use, was conducted to further investigate these associations.</p><p><strong>Results: </strong>The mean age of participants was 68 (63-74) years. The density of UPFs intake showed significant associations with Bifidobacterium (r = 0.11, p = 0.031), Lactobacillus (r = 0.11, p = 0.046), Ruminococcus (r = -0.12, p = 0.019), Roseburia (r = 0.11, p = 0.045). After adjusting for covariates in multiple regression analysis, Ruminococcus and Roseburia showed modest negative (β = -0.11, p = 0.038) and positive (β = 0.12, p = 0.033) correlations, with the density of UPFs intake among participants with T2D, respectively.</p><p><strong>Conclusions: </strong>The density of UPFs intake was modestly inversely associated with Ruminococcus among patients with T2D and modestly positively associated with Roseburia.</p>","PeriodicalId":19196,"journal":{"name":"Nutrition & Metabolism","volume":"21 1","pages":"110"},"PeriodicalIF":3.9,"publicationDate":"2024-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11662526/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142872506","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}
Background: Abnormal uterine bleeding (AUB) is a common gynecological issue during reproductive years. Researches on how dietary diversity and patterns influence AUB in Chinese university students are limited, with some studies not clearly defining irregular menstruation. This research investigated the incidence of AUB according to the International Federation of Gynecology and Obstetrics criteria and sought to identify preventative factors via online questionnaires.
Methods: Food intake was assessed via factor analysis. This study analyzed the relationships among the dietary diversity score (DDS), dietary patterns, and AUB via univariate and multivariate binary logistic regression models and generalized additive models.
Results: The sample consisted of 698 students, with 434 (62.2%) having experienced AUB. Among them, 87 (20.05%) reported abnormal frequency, 250 (57.60%) reported irregular menstrual cycle, 41 (9.45%) reported prolonged duration, and 268 (61.75%) reported abnormal flow volume. A 1-unit increase in the DDS was linked to a 22% lower risk of AUB (odds ratio 0.78, 95% CI: 0.67, 0.90). A high DDS (≥ 6) was consistently associated with a lower risk of AUB across all the models. Using a two-piecewise linear regression model and recursive algorithm, a nonlinear, reverse L-shaped relationship was identified between the "low fat plant-based" dietary pattern factor score (FAC4) and AUB, with an inflection point of 1.45. Before this point, FAC4 had a protective effect on AUB (odds ratio 0.42, 95% CI: 0.21, 0.84).
Conclusions: Our study underscores the importance of a varied diet as a preventive measure for AUB, utilizing a DDS to quantify the relationship between dietary diversity and AUB. According to our findings, higher dietary diversity and moderate adherence to a "low fat plant-based" dietary pattern may be significant protective factors against AUB in university students.
{"title":"The association between dietary diversity and patterns in Chinese university students with abnormal uterine bleeding: a cross-sectional study.","authors":"Sha Yu, Lei Lai, Xiang Li, Lifeng Lei, Xuan Zhang, Leyi Liu, Peize Song, Xinyue Zhang, Yuxin Ma, Qianqian Lan, Yufang Liu, Yuanqun Chen, Yuping Tang, Zhiying Yu","doi":"10.1186/s12986-024-00873-1","DOIUrl":"10.1186/s12986-024-00873-1","url":null,"abstract":"<p><strong>Background: </strong>Abnormal uterine bleeding (AUB) is a common gynecological issue during reproductive years. Researches on how dietary diversity and patterns influence AUB in Chinese university students are limited, with some studies not clearly defining irregular menstruation. This research investigated the incidence of AUB according to the International Federation of Gynecology and Obstetrics criteria and sought to identify preventative factors via online questionnaires.</p><p><strong>Methods: </strong>Food intake was assessed via factor analysis. This study analyzed the relationships among the dietary diversity score (DDS), dietary patterns, and AUB via univariate and multivariate binary logistic regression models and generalized additive models.</p><p><strong>Results: </strong>The sample consisted of 698 students, with 434 (62.2%) having experienced AUB. Among them, 87 (20.05%) reported abnormal frequency, 250 (57.60%) reported irregular menstrual cycle, 41 (9.45%) reported prolonged duration, and 268 (61.75%) reported abnormal flow volume. A 1-unit increase in the DDS was linked to a 22% lower risk of AUB (odds ratio 0.78, 95% CI: 0.67, 0.90). A high DDS (≥ 6) was consistently associated with a lower risk of AUB across all the models. Using a two-piecewise linear regression model and recursive algorithm, a nonlinear, reverse L-shaped relationship was identified between the \"low fat plant-based\" dietary pattern factor score (FAC4) and AUB, with an inflection point of 1.45. Before this point, FAC4 had a protective effect on AUB (odds ratio 0.42, 95% CI: 0.21, 0.84).</p><p><strong>Conclusions: </strong>Our study underscores the importance of a varied diet as a preventive measure for AUB, utilizing a DDS to quantify the relationship between dietary diversity and AUB. According to our findings, higher dietary diversity and moderate adherence to a \"low fat plant-based\" dietary pattern may be significant protective factors against AUB in university students.</p>","PeriodicalId":19196,"journal":{"name":"Nutrition & Metabolism","volume":"21 1","pages":"108"},"PeriodicalIF":3.9,"publicationDate":"2024-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11660573/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142864930","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}
Backgrounds: Bing eating disorder (BED) has been associated with a number of health problems. Remarkably little research has been done to measure dietary intake in people who suffer from binge eating disorder. This study aimed to compare the dietary intake and nutrient adequacy ratio (NAR) between BED individuals and those without BED and also to investigate the association between BED and NAR.
Methods: In this cross- sectional study, 180 overweight and obese females who aged between 19 and 50 years old and with BMI between 25 and 40 kg/m2 were interviewed. The women were categorized into BED and non- BED groups based on their earned score in Binge Eating Scale (BES) questionnaire. Nutritional adequacy ratio was assessed as Micronutrient adequacy ratio, Macronutrient adequacy ratio and total adequacy ratio (the sum of the previous two) based on last year's dietary intakes collected using a semi-quantitative food frequency questionnaire (FFQ). The odds of binge eating disorder across the nutritional adequacy scores were assessed using multiple logistic regression models. Data were analyzed using SPSS software.
Results: About 41.6% (n = 75) of the subjects were diagnosed with BED. Carbohydrate, saturated fats, sugar levels were significantly higher in women with BED compared to non-BED women (P < 0.05). All vitamins, with the exception of Retinol, and all minerals' levels were significantly lower in BED participants (P < 0.05). Micronutrient adequacy score and total adequacy score differed significantly between individuals with and without BED (P < 0.001) and non- BED group were significantly more nutritional adequate. The odds of having BED were lower in micronutrient, macronutrient adequate individuals (OR = 0.87, 95% CI = 0.78-0.98, P = 0.02), (OR = 0.81, 95% CI = 0.66-0.99, P = 0.049) respectively.
Conclusion: Overall, the results demonstrate low intake of key micronutrients and high intake of saturated fatty acids and carbohydrates among binge sufferers. Also, the findings indicate that individuals with BED experience a notably lower nutrient adequacy ratio compared to their peers without the disorder, suggesting that the eating behaviors associated with BED such as high consumption of processed foods and diet with low quality may lead to inadequate intake of vital nutrients.
{"title":"Assessing nutritional adequacy ratios in women with and without binge eating disorder: a comprehensive evaluation.","authors":"Neda Lotfi Yagin, Soghra Aliasgharzadeh, Majid Mobasseri, Helda Tutunchi, Samaneh Hajarzadeh, Farzad Najafipour","doi":"10.1186/s12986-024-00887-9","DOIUrl":"10.1186/s12986-024-00887-9","url":null,"abstract":"<p><strong>Backgrounds: </strong>Bing eating disorder (BED) has been associated with a number of health problems. Remarkably little research has been done to measure dietary intake in people who suffer from binge eating disorder. This study aimed to compare the dietary intake and nutrient adequacy ratio (NAR) between BED individuals and those without BED and also to investigate the association between BED and NAR.</p><p><strong>Methods: </strong>In this cross- sectional study, 180 overweight and obese females who aged between 19 and 50 years old and with BMI between 25 and 40 kg/m<sup>2</sup> were interviewed. The women were categorized into BED and non- BED groups based on their earned score in Binge Eating Scale (BES) questionnaire. Nutritional adequacy ratio was assessed as Micronutrient adequacy ratio, Macronutrient adequacy ratio and total adequacy ratio (the sum of the previous two) based on last year's dietary intakes collected using a semi-quantitative food frequency questionnaire (FFQ). The odds of binge eating disorder across the nutritional adequacy scores were assessed using multiple logistic regression models. Data were analyzed using SPSS software.</p><p><strong>Results: </strong>About 41.6% (n = 75) of the subjects were diagnosed with BED. Carbohydrate, saturated fats, sugar levels were significantly higher in women with BED compared to non-BED women (P < 0.05). All vitamins, with the exception of Retinol, and all minerals' levels were significantly lower in BED participants (P < 0.05). Micronutrient adequacy score and total adequacy score differed significantly between individuals with and without BED (P < 0.001) and non- BED group were significantly more nutritional adequate. The odds of having BED were lower in micronutrient, macronutrient adequate individuals (OR = 0.87, 95% CI = 0.78-0.98, P = 0.02), (OR = 0.81, 95% CI = 0.66-0.99, P = 0.049) respectively.</p><p><strong>Conclusion: </strong>Overall, the results demonstrate low intake of key micronutrients and high intake of saturated fatty acids and carbohydrates among binge sufferers. Also, the findings indicate that individuals with BED experience a notably lower nutrient adequacy ratio compared to their peers without the disorder, suggesting that the eating behaviors associated with BED such as high consumption of processed foods and diet with low quality may lead to inadequate intake of vital nutrients.</p>","PeriodicalId":19196,"journal":{"name":"Nutrition & Metabolism","volume":"21 1","pages":"109"},"PeriodicalIF":3.9,"publicationDate":"2024-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11661045/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142864915","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}
Pub Date : 2024-12-18DOI: 10.1186/s12986-024-00876-y
Xiaoli Hu, Qingjun Xu, Xuan Ma, Lin Li, Yongning Wu, Feifei Sun
Intermittent fasting is currently a highly sought-after dietary pattern. To explore the potential biomarkers of intermittent fasting, untargeted metabolomics analysis of fecal metabolites in two groups of mice, intermittent fasting and normal feeding, was conducted using UPLC-HRMS. The data was further analyzed through interpretable machine learning (ML) to data mine the biomarkers for two dietary patterns. We developed five machine learning models and results showed that under three-fold cross-validation, Random Forest model was the most suitable for distinguishing the two dietary patterns. Finally, Shapely Additive exPlanations (SHAP) were explored to perform a weighted explanatory analysis on the Random Forest model, and the contribution of each metabolite to the model was calculated. Results indicated that Ganoderenic Acid C is the potential biomarkers to distinguish the two dietary patterns. Our work provides new insights for metabolic biomarker analysis and lays a theoretical foundation for the selection of a healthieir dietary lifestyle.
{"title":"An interpretable machine learning model for precise prediction of biomarkers for intermittent fasting pattern.","authors":"Xiaoli Hu, Qingjun Xu, Xuan Ma, Lin Li, Yongning Wu, Feifei Sun","doi":"10.1186/s12986-024-00876-y","DOIUrl":"10.1186/s12986-024-00876-y","url":null,"abstract":"<p><p>Intermittent fasting is currently a highly sought-after dietary pattern. To explore the potential biomarkers of intermittent fasting, untargeted metabolomics analysis of fecal metabolites in two groups of mice, intermittent fasting and normal feeding, was conducted using UPLC-HRMS. The data was further analyzed through interpretable machine learning (ML) to data mine the biomarkers for two dietary patterns. We developed five machine learning models and results showed that under three-fold cross-validation, Random Forest model was the most suitable for distinguishing the two dietary patterns. Finally, Shapely Additive exPlanations (SHAP) were explored to perform a weighted explanatory analysis on the Random Forest model, and the contribution of each metabolite to the model was calculated. Results indicated that Ganoderenic Acid C is the potential biomarkers to distinguish the two dietary patterns. Our work provides new insights for metabolic biomarker analysis and lays a theoretical foundation for the selection of a healthieir dietary lifestyle.</p>","PeriodicalId":19196,"journal":{"name":"Nutrition & Metabolism","volume":"21 1","pages":"106"},"PeriodicalIF":3.9,"publicationDate":"2024-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11658198/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142854790","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}
Pub Date : 2024-12-18DOI: 10.1186/s12986-024-00883-z
Zahra Bahadoran, Parvin Mirmiran, Asghar Ghasemi
Sarcopenia, characterized by progressive and generalized loss of skeletal muscle (SkM) mass, strength, and physical performance, is a prevalent complication in type 2 diabetes (T2D). Nitric oxide (NO), a multifunctional gasotransmitter involved in whole-body glucose and insulin homeostasis, plays key roles in normal SkM physiology and function. Here, we highlight the role of NO in SkM mass maintenance and its potential contribution to the development of T2D-related sarcopenia. Physiologic NO level, primarily produced by sarcolemmal neuronal nitric oxide synthase (nNOSμ isoform), is involved in protein synthesis in muscle fibers and maintenance of SkM mass. The observed effect of nNOSμ on SkM mass is muscle-type specific and sex-dependent. Impaired NO homeostasis [due to a diminished nNOSμ-NO availability and excessive NO production through inducible NOS (iNOS) in response to atrophic stimuli, e.g., inflammatory cytokines] in SkM occurred during the development and progression of T2D, may cause sarcopenia. Theoretically, restoration of NO through nNOS overexpression, supplying NOS substrates (e.g., L-arginine and L-citrulline), phosphodiesterase (PDE) inhibition, and supplementation with NO donors (e.g., inorganic nitrate) may be potential therapeutic approaches to preserve SkM mass and prevents sarcopenia in T2D.
{"title":"Type 2 diabetes-related sarcopenia: role of nitric oxide.","authors":"Zahra Bahadoran, Parvin Mirmiran, Asghar Ghasemi","doi":"10.1186/s12986-024-00883-z","DOIUrl":"10.1186/s12986-024-00883-z","url":null,"abstract":"<p><p>Sarcopenia, characterized by progressive and generalized loss of skeletal muscle (SkM) mass, strength, and physical performance, is a prevalent complication in type 2 diabetes (T2D). Nitric oxide (NO), a multifunctional gasotransmitter involved in whole-body glucose and insulin homeostasis, plays key roles in normal SkM physiology and function. Here, we highlight the role of NO in SkM mass maintenance and its potential contribution to the development of T2D-related sarcopenia. Physiologic NO level, primarily produced by sarcolemmal neuronal nitric oxide synthase (nNOSμ isoform), is involved in protein synthesis in muscle fibers and maintenance of SkM mass. The observed effect of nNOSμ on SkM mass is muscle-type specific and sex-dependent. Impaired NO homeostasis [due to a diminished nNOSμ-NO availability and excessive NO production through inducible NOS (iNOS) in response to atrophic stimuli, e.g., inflammatory cytokines] in SkM occurred during the development and progression of T2D, may cause sarcopenia. Theoretically, restoration of NO through nNOS overexpression, supplying NOS substrates (e.g., L-arginine and L-citrulline), phosphodiesterase (PDE) inhibition, and supplementation with NO donors (e.g., inorganic nitrate) may be potential therapeutic approaches to preserve SkM mass and prevents sarcopenia in T2D.</p>","PeriodicalId":19196,"journal":{"name":"Nutrition & Metabolism","volume":"21 1","pages":"107"},"PeriodicalIF":3.9,"publicationDate":"2024-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11656607/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142854823","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}
Pub Date : 2024-12-18DOI: 10.1186/s12986-024-00880-2
Alex Griffiths, Jamie Matu, Eugene Y H Tang, Sarah Gregory, Emma Anderson, Andrea Fairley, Rebecca Townsend, Emma Stevenson, Blossom C M Stephan, Mario Siervo, Oliver M Shannon
Background: Vascular dementia (VaD) is the second most common cause of dementia globally and is associated with a significant economic and social burden. Diet could represent an important tractable risk factor for VaD. We synthesised current evidence on associations between consumption of specific foods or dietary patterns and VaD risk.
Methods: Five databases were searched from inception to January 2024 for prospective cohort studies exploring associations between individual foods or dietary patterns and incident VaD.
Results: Sixteen studies were included. Compared with low intake reference groups, higher fruit and vegetable intake, moderate alcoholic drink intake (1-3 drinks/day), higher tea and coffee intake, and following a plant-based dietary pattern were associated with lower VaD risk. Conversely, moderate fried fish intake (0.25-2 servings/week), higher ultra-processed food intake (especially intake of sweetened beverages) and higher processed meat intake (≥ 2 servings/week) were associated with increased VaD risk. Inconsistent findings were observed for other dietary exposures.
Discussion: A healthy diet could lower VaD risk. However, evidence is characterised by a limited number of studies for specific dietary exposures. Further research is needed to inform personalised and population-based approaches to lower VaD risk.
{"title":"Foods, dietary patterns, and risk of vascular dementia: a systematic review.","authors":"Alex Griffiths, Jamie Matu, Eugene Y H Tang, Sarah Gregory, Emma Anderson, Andrea Fairley, Rebecca Townsend, Emma Stevenson, Blossom C M Stephan, Mario Siervo, Oliver M Shannon","doi":"10.1186/s12986-024-00880-2","DOIUrl":"10.1186/s12986-024-00880-2","url":null,"abstract":"<p><strong>Background: </strong>Vascular dementia (VaD) is the second most common cause of dementia globally and is associated with a significant economic and social burden. Diet could represent an important tractable risk factor for VaD. We synthesised current evidence on associations between consumption of specific foods or dietary patterns and VaD risk.</p><p><strong>Methods: </strong>Five databases were searched from inception to January 2024 for prospective cohort studies exploring associations between individual foods or dietary patterns and incident VaD.</p><p><strong>Results: </strong>Sixteen studies were included. Compared with low intake reference groups, higher fruit and vegetable intake, moderate alcoholic drink intake (1-3 drinks/day), higher tea and coffee intake, and following a plant-based dietary pattern were associated with lower VaD risk. Conversely, moderate fried fish intake (0.25-2 servings/week), higher ultra-processed food intake (especially intake of sweetened beverages) and higher processed meat intake (≥ 2 servings/week) were associated with increased VaD risk. Inconsistent findings were observed for other dietary exposures.</p><p><strong>Discussion: </strong>A healthy diet could lower VaD risk. However, evidence is characterised by a limited number of studies for specific dietary exposures. Further research is needed to inform personalised and population-based approaches to lower VaD risk.</p>","PeriodicalId":19196,"journal":{"name":"Nutrition & Metabolism","volume":"21 1","pages":"105"},"PeriodicalIF":3.9,"publicationDate":"2024-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11654005/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142854795","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}
Pub Date : 2024-12-05DOI: 10.1186/s12986-024-00882-0
Li Tan, Meng-Mei Zhong, Ya-Qiong Zhao, Yao Feng, Qin Ye, Jing Hu, Ze-Yue Ou-Yang, Ning-Xin Chen, Xiao-Lin Su, Qian Zhang, Qiong Liu, Hui Yuan, Min-Yuan Wang, Yun-Zhi Feng, Yue Guo
Background: polyunsaturated fatty acids (PUFAs) are a category of fatty acids that contain omega-3 and omega-6 fatty acids, which constitute a substantial portion of the Western diet and are vital for maintaining human wellness. The extent to which circulating PUFAs influence the effects of BMI on leukocyte telomere length (LTL) is unknown. Additionally, the impact of circulating PUFA on LTL remains controversial in observational studies.
Methods: Using publicly accessible datasets, a genome-wide association study (GWAS) was carried out to determine genetic association estimates for BMI, circulating PUFAs, and LTL. The circulating PUFAs considered were omega-3 PUFAs (i.e., docosahexaenoic acid (DHA) and total omega-3 PUFAs) and omega-6 PUFAs (i.e., linoleic acid (LA) and total omega-6 PUFAs). Two-sample Mendelian randomization (MR) was used to investigate the causal relationships between BMI and PUFA with LTL. Additionally, we examined whether certain PUFA mediate the impact of BMI on LTL.
Results: None of the evidence supported a causal effect of genetically predicted DHA and total omega-3 PUFA on LTL (DHA: β = 0.001, 95% CI: -0.023 to 0.026, p = 0.926; total omega-3 PUFA: β = 0.008, 95% CI: -0.013 to 0.029, p = 0.466). After conducting sensitivity analyses to account for various models of horizontal pleiotropy, the causal association between higher levels of LA and longer LTL persisted (β = 0.034, 95% CI 0.016 to 0.052, p < 0.001). Adjusting for LA in genetics reduced the effect of BMI on LTL from β = -0.039 (95% CI: -0.058 to -0.020, p < 0.001) to -0.034 (95% CI: -0.054 to -0.014, p < 0.001).
Conclusions: This MR study indicates that an increase in genetically predicted circulating LA levels is associated with longer LTL. Additionally, it appears that circulating LA levels play a role in mediating some of the impact that BMI has on LTL.
{"title":"The role of circulating polyunsaturated fatty acids in mediating the effect of BMI on leukocyte telomere length: analysis using Mendelian randomization.","authors":"Li Tan, Meng-Mei Zhong, Ya-Qiong Zhao, Yao Feng, Qin Ye, Jing Hu, Ze-Yue Ou-Yang, Ning-Xin Chen, Xiao-Lin Su, Qian Zhang, Qiong Liu, Hui Yuan, Min-Yuan Wang, Yun-Zhi Feng, Yue Guo","doi":"10.1186/s12986-024-00882-0","DOIUrl":"10.1186/s12986-024-00882-0","url":null,"abstract":"<p><strong>Background: </strong>polyunsaturated fatty acids (PUFAs) are a category of fatty acids that contain omega-3 and omega-6 fatty acids, which constitute a substantial portion of the Western diet and are vital for maintaining human wellness. The extent to which circulating PUFAs influence the effects of BMI on leukocyte telomere length (LTL) is unknown. Additionally, the impact of circulating PUFA on LTL remains controversial in observational studies.</p><p><strong>Methods: </strong>Using publicly accessible datasets, a genome-wide association study (GWAS) was carried out to determine genetic association estimates for BMI, circulating PUFAs, and LTL. The circulating PUFAs considered were omega-3 PUFAs (i.e., docosahexaenoic acid (DHA) and total omega-3 PUFAs) and omega-6 PUFAs (i.e., linoleic acid (LA) and total omega-6 PUFAs). Two-sample Mendelian randomization (MR) was used to investigate the causal relationships between BMI and PUFA with LTL. Additionally, we examined whether certain PUFA mediate the impact of BMI on LTL.</p><p><strong>Results: </strong>None of the evidence supported a causal effect of genetically predicted DHA and total omega-3 PUFA on LTL (DHA: β = 0.001, 95% CI: -0.023 to 0.026, p = 0.926; total omega-3 PUFA: β = 0.008, 95% CI: -0.013 to 0.029, p = 0.466). After conducting sensitivity analyses to account for various models of horizontal pleiotropy, the causal association between higher levels of LA and longer LTL persisted (β = 0.034, 95% CI 0.016 to 0.052, p < 0.001). Adjusting for LA in genetics reduced the effect of BMI on LTL from β = -0.039 (95% CI: -0.058 to -0.020, p < 0.001) to -0.034 (95% CI: -0.054 to -0.014, p < 0.001).</p><p><strong>Conclusions: </strong>This MR study indicates that an increase in genetically predicted circulating LA levels is associated with longer LTL. Additionally, it appears that circulating LA levels play a role in mediating some of the impact that BMI has on LTL.</p>","PeriodicalId":19196,"journal":{"name":"Nutrition & Metabolism","volume":"21 1","pages":"104"},"PeriodicalIF":3.9,"publicationDate":"2024-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11619204/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142786327","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}
Pub Date : 2024-12-04DOI: 10.1186/s12986-024-00877-x
Guangbin Chen, Bo Qu, Pan Liu, Zhengdong Zhang
Background: The modified Dietary Inflammation Index Score (M-DIS) is a scoring system used to quantify the inflammatory effects of nutrients and foods. Inflammation may affect Bone Mineral Density (BMD) and increase the risk of osteoporosis and fractures. The purpose of this study was to utilize data from the National Health and Nutrition Examination Survey (NHANES) to evaluate the relationship between M-DIS and lumbar vertebrae BMD in patients with hypertension.
Methods: Data from 2007 to 2008, 2009-2010, 2013-2014 and 2017-2018 NHANES cycles were collected for secondary analysis. Information provided by NHANES participants included complete dietary intake interviews and BMD measurements. M-DIS was calculated based on dietary intake interviews. Dual energy X-ray absorptiometry (DXA) was used to evaluate the average BMD of lumbar vertebrae (L1-L4). As an indicator of bone health, weighted multiple logistic regression and restricted spline analysis were utilized to study the relationship between M-DIS and lumbar vertebrae BMD in American patients with hypertension.
Results: A total of 3864 participants aged ≥ 20 years with complete data were included in this study. The proportion of osteopenia in the lumbar spine was 7.2%. After adjusting for confounding factors, negative correlations were observed between the BMD of each vertebral and its average BMD with M-DIS. In Model 3, the relationship between mean lumbar BMD and M-DIS was β = - 0.0103 (95% CI - 0.0160 to - 0.0046, P < 0.001). Notably, L1 showed a particularly significant negative correlation with β = - 0.0120 (95% CI - 0.0172 to - 0.0067, P < 0.001), while the proportion of osteopenia was highest in the L3 vertebra, accounting for 8.3%. Higher M-DIS was positively correlated with the incidence of osteopenia (OR 0.595, 95% CI 0.371-0.965, P = 0.041). Further analyses revealed that in hypertensive patients, elevated M-DIS in women was associated with lower lumbar BMD (P for nonlinearity = 0.093), while this trend was not significant in hypertensive men.
Conclusions: The results of this study suggest that a higher M-DIS (pro-inflammatory diet) is significantly associated with BMD in females with hypertension. These results indicate that female with hypertension who prefer a pro-inflammatory diet may be at an increased risk of osteopenia, highlighting the necessity for tailored dietary recommendations.
{"title":"Association between modified dietary inflammation index score and lumbar vertebrae bone mineral density in patients with hypertension: data from NHANES-a population-based study.","authors":"Guangbin Chen, Bo Qu, Pan Liu, Zhengdong Zhang","doi":"10.1186/s12986-024-00877-x","DOIUrl":"10.1186/s12986-024-00877-x","url":null,"abstract":"<p><strong>Background: </strong>The modified Dietary Inflammation Index Score (M-DIS) is a scoring system used to quantify the inflammatory effects of nutrients and foods. Inflammation may affect Bone Mineral Density (BMD) and increase the risk of osteoporosis and fractures. The purpose of this study was to utilize data from the National Health and Nutrition Examination Survey (NHANES) to evaluate the relationship between M-DIS and lumbar vertebrae BMD in patients with hypertension.</p><p><strong>Methods: </strong>Data from 2007 to 2008, 2009-2010, 2013-2014 and 2017-2018 NHANES cycles were collected for secondary analysis. Information provided by NHANES participants included complete dietary intake interviews and BMD measurements. M-DIS was calculated based on dietary intake interviews. Dual energy X-ray absorptiometry (DXA) was used to evaluate the average BMD of lumbar vertebrae (L1-L4). As an indicator of bone health, weighted multiple logistic regression and restricted spline analysis were utilized to study the relationship between M-DIS and lumbar vertebrae BMD in American patients with hypertension.</p><p><strong>Results: </strong>A total of 3864 participants aged ≥ 20 years with complete data were included in this study. The proportion of osteopenia in the lumbar spine was 7.2%. After adjusting for confounding factors, negative correlations were observed between the BMD of each vertebral and its average BMD with M-DIS. In Model 3, the relationship between mean lumbar BMD and M-DIS was β = - 0.0103 (95% CI - 0.0160 to - 0.0046, P < 0.001). Notably, L1 showed a particularly significant negative correlation with β = - 0.0120 (95% CI - 0.0172 to - 0.0067, P < 0.001), while the proportion of osteopenia was highest in the L3 vertebra, accounting for 8.3%. Higher M-DIS was positively correlated with the incidence of osteopenia (OR 0.595, 95% CI 0.371-0.965, P = 0.041). Further analyses revealed that in hypertensive patients, elevated M-DIS in women was associated with lower lumbar BMD (P for nonlinearity = 0.093), while this trend was not significant in hypertensive men.</p><p><strong>Conclusions: </strong>The results of this study suggest that a higher M-DIS (pro-inflammatory diet) is significantly associated with BMD in females with hypertension. These results indicate that female with hypertension who prefer a pro-inflammatory diet may be at an increased risk of osteopenia, highlighting the necessity for tailored dietary recommendations.</p>","PeriodicalId":19196,"journal":{"name":"Nutrition & Metabolism","volume":"21 1","pages":"102"},"PeriodicalIF":3.9,"publicationDate":"2024-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11616204/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142780584","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}