514 results on '"Bhupathiraju, Shilpa N."'
Search Results
152. Long-term changes in sleep duration, energy balance and risk of type 2 diabetes
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Cespedes, Elizabeth M., primary, Bhupathiraju, Shilpa N., additional, Li, Yanping, additional, Rosner, Bernard, additional, Redline, Susan, additional, and Hu, Frank B., additional
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- 2015
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153. Abstract 18: Changes in Diet Quality Scores and Risk of Cardiovascular Disease Among Us Men and Women
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Sotos-Prieto, Mercedes, primary, Bhupathiraju, Shilpa N, additional, Mattei, Josiemer, additional, Fung, Teresa T, additional, Li, Yanping, additional, Pan, An, additional, Willett, Walter C, additional, Rimm, Eric B, additional, and Hu, Frank B, additional
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- 2015
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154. Menopausal Hormone Therapy and Chronic Disease Risk in the Women’S Health Initiative: is Timing Everything?
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Bhupathiraju, Shilpa N., primary and Manson, JoAnn E., additional
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- 2014
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155. Abstract P140: Glycemic Index, Glycemic Load, and Risk of Type 2 Diabetes: Results from 3 Large US Cohorts and an Updated Meta-analysis
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Bhupathiraju, Shilpa N, primary, Tobias, Deidre K, additional, Malik, Vasanti S, additional, Pan, An, additional, Hruby, Adela, additional, Manson, JoAnn E, additional, Willett, Walter C, additional, and Hu, Frank B, additional
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- 2014
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156. Long-Term Coffee Consumption and Risk of Cardiovascular Disease
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Ding, Ming, primary, Bhupathiraju, Shilpa N., additional, Satija, Ambika, additional, van Dam, Rob M., additional, and Hu, Frank B., additional
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- 2014
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157. Changes in coffee intake and subsequent risk of type 2 diabetes in women
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Bhupathiraju, Shilpa N, primary, Pan, An, additional, Willett, Walter C, additional, Dam, Rob M, additional, and Hu, Frank B, additional
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- 2013
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158. Abstract 001: Quantity and Variety in Fruit and Vegetable Intake and Risk of Coronary Heart Disease
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Bhupathiraju, Shilpa N, primary, Wedick, Nicole M, additional, Pan, An, additional, Manson, JoAnn E, additional, Rexrode, Kathryn M, additional, Willett, Walter C, additional, Rimm, Eric B, additional, and Hu, Frank B, additional
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- 2013
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159. Consumption of sugar sweetened beverages, artificially sweetened beverages, and fruit juice and incidence of type 2 diabetes: systematic review, meta-analysis, and estimation of population attributable fraction.
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Fumiaki Imamura, O'Connor, Laura, Zheng Ye, Jaakko Mursu, Yasuaki Hayashino, Bhupathiraju, Shilpa N., Forouhi, Nita G., Imamura, Fumiaki, Ye, Zheng, Mursu, Jaakko, and Hayashino, Yasuaki
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BEVERAGE consumption ,FRUIT juices ,TYPE 2 diabetes ,DISEASE incidence ,META-analysis ,ETIOLOGIC fraction - Abstract
Objectives: To examine the prospective associations between consumption of sugar sweetened beverages, artificially sweetened beverages, and fruit juice with type 2 diabetes before and after adjustment for adiposity, and to estimate the population attributable fraction for type 2 diabetes from consumption of sugar sweetened beverages in the United States and United Kingdom.Design: Systematic review and meta-analysis.Data Sources and Eligibility: PubMed, Embase, Ovid, and Web of Knowledge for prospective studies of adults without diabetes, published until February 2014. The population attributable fraction was estimated in national surveys in the USA, 2009-10 (n=4729 representing 189.1 million adults without diabetes) and the UK, 2008-12 (n=1932 representing 44.7 million).Synthesis Methods: Random effects meta-analysis and survey analysis for population attributable fraction associated with consumption of sugar sweetened beverages.Results: Prespecified information was extracted from 17 cohorts (38,253 cases/10,126,754 person years). Higher consumption of sugar sweetened beverages was associated with a greater incidence of type 2 diabetes, by 18% per one serving/day (95% confidence interval 9% to 28%, I(2) for heterogeneity=89%) and 13% (6% to 21%, I(2)=79%) before and after adjustment for adiposity; for artificially sweetened beverages, 25% (18% to 33%, I(2)=70%) and 8% (2% to 15%, I(2)=64%); and for fruit juice, 5% (-1% to 11%, I(2)=58%) and 7% (1% to 14%, I(2)=51%). Potential sources of heterogeneity or bias were not evident for sugar sweetened beverages. For artificially sweetened beverages, publication bias and residual confounding were indicated. For fruit juice the finding was non-significant in studies ascertaining type 2 diabetes objectively (P for heterogeneity=0.008). Under specified assumptions for population attributable fraction, of 20.9 million events of type 2 diabetes predicted to occur over 10 years in the USA (absolute event rate 11.0%), 1.8 million would be attributable to consumption of sugar sweetened beverages (population attributable fraction 8.7%, 95% confidence interval 3.9% to 12.9%); and of 2.6 million events in the UK (absolute event rate 5.8%), 79,000 would be attributable to consumption of sugar sweetened beverages (population attributable fraction 3.6%, 1.7% to 5.6%).Conclusions: Habitual consumption of sugar sweetened beverages was associated with a greater incidence of type 2 diabetes, independently of adiposity. Although artificially sweetened beverages and fruit juice also showed positive associations with incidence of type 2 diabetes, the findings were likely to involve bias. None the less, both artificially sweetened beverages and fruit juice were unlikely to be healthy alternatives to sugar sweetened beverages for the prevention of type 2 diabetes. Under assumption of causality, consumption of sugar sweetened beverages over years may be related to a substantial number of cases of new onset diabetes. [ABSTRACT FROM AUTHOR]- Published
- 2016
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160. Association of Coffee Consumption With Total and Cause-Specific Mortality in 3 Large Prospective Cohorts.
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Ming Ding, Satija, Ambika, Bhupathiraju, Shilpa N., Yang Hu, Qi Sun, Jiali Han, Lopez-Garcia, Esther, Willett, Walter, van Dam, Rob M., Hu, Frank B., Ding, Ming, Hu, Yang, Sun, Qi, and Han, Jiali
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- 2015
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161. Carbohydrate quality and quantity and risk of type 2 diabetes in US women.
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AlEssa, Hala B., Bhupathiraju, Shilpa N., Malik, Vasanti S., Wedick, Nicole M., Campos, Hannia, Rosner, Bernard, Willett, Walter C., and Hu, Frank B.
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TYPE 2 diabetes risk factors ,CONFIDENCE intervals ,STATISTICAL correlation ,DOSE-response relationship in biochemistry ,DIETARY fiber ,CARBOHYDRATE content of food ,FRUIT ,GLUCANS ,GRAIN ,HEALTH behavior ,LONGITUDINAL method ,MULTIVARIATE analysis ,NURSES ,NUTRITIONAL assessment ,PROBABILITY theory ,QUESTIONNAIRES ,RESEARCH evaluation ,RESEARCH funding ,SELF-evaluation ,STATISTICAL hypothesis testing ,VEGETABLES ,WOMEN'S health ,BODY mass index ,LIFESTYLES ,RELATIVE medical risk ,PROPORTIONAL hazards models ,PHYSICAL activity ,DATA analysis software ,DESCRIPTIVE statistics - Abstract
Background: Carbohydrate quality may be an important determinant of type 2 diabetes (T2D); however, relations between various carbohydrate quality metrics and T2D risk have not been systematically investigated. Objective: The purpose of this study was to prospectively examine the association between carbohydrates, starch, fibers, and different combinations of these nutrients and risk of T2D in women. Design: We prospectively followed 70,025 women free of cardiovascular disease, cancer, and diabetes at baseline from the Nurses' Health Study (1984-2008). Diet information was collected with the use of a validated questionnaire every 4 y. Cox regression was used to evaluate associations with incident T2D. Results: During 1,484,213 person-years of follow-up, we ascertained 6934 incident T2D cases. In multivariable analyses, when extreme quintiles were compared, higher carbohydrate intake was not associated with T2D (RR = 0.98; 95% CI: 0.89, 1.08; P-trend = 0.84), whereas starch was associated with a higher risk (RR = 1.23; 95% CI: 1.12, 1.35; P-trend,0.0001). Total fiber (RR = 0.80; 95% CI: 0.72, 0.89; P-trend < 0.0001), cereal fiber (RR = 0.71, 95% CI: 0.65, 0.78; P-trend < 0.0001), and fruit fiber (RR = 0.79; 95% CI: 0.72, 0.85; P-trend < 0.0001) were associated with a lower T2D risk. The ratio of carbohydrate to total fiber intake was marginally associated with a higher risk of T2D (RR = 1.09; 95% CI: 1.00, 1.20; P-trend = 0.04). On the other hand, we found positive associations between the ratios of carbohydrate to cereal fiber (RR = 1.28; 95% CI: 1.17, 1.39; P-trend < 0.0001), starch to total fiber (RR = 1.12; 95% CI: 1.02, 1.23; P-trend = 0.03), and starch to cereal fiber (RR = 1.39; 95% CI: 1.27, 1.53; P-trend < 0.0001) and T2D. Conclusions: Diets with high starch, low fiber, and a high starch-to-cereal fiber ratio were associated with a higher risk of T2D. The starch-to-cereal fiber ratio of the diet may be a novel metric for assessing carbohydrate quality in relation to T2D. [ABSTRACT FROM AUTHOR]
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- 2015
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162. Variety in fruit and vegetable intake and cognitive function in middle-aged and older Puerto Rican adults
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Ye, Xingwang, primary, Bhupathiraju, Shilpa N., additional, and Tucker, Katherine L., additional
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- 2012
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163. Abstract P216: Carbohydrate Quantity and Quality, and Risk of Type 2 Diabetes: Results From Three Large Prospective US Cohorts
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Sawicki, Caleigh M, Braun, Kim V, Haslam, Danielle E, Alessa, Hala B, Willett, Walter C, Hu, Frank B, and Bhupathiraju, Shilpa N
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Background:High-quality carbohydrate sources, such as whole grains, have been associated with a lower risk of type 2 diabetes (T2D), whereas low-quality carbohydrate sources, such as refined grains and added sugar, have been associated with a higher T2D risk. However, few studies have considered how replacing dietary carbohydrate with other macronutrients may influence T2D risk.Objective:We examined whether isocaloric substitution of high- or low-quality carbohydrate for fat, protein, and their subtypes is associated with T2D risk.Methods:We included 75,430 women from the Nurses' Health Study (1984-2016), 85,630 women from the Nurses' Health Study II (1991-2017), and 40,261 men from the Health Professionals Follow-Up Study (1986-2016) who were free of T2D, CVD, and cancer at baseline. Dietary data were collected every 2-4 years using a validated, semi-quantitative food frequency questionnaire. High-quality carbohydrate was defined as carbohydrate from whole grains, fruits, vegetables, and legumes. Low-quality carbohydrate was defined as carbohydrate from refined grains, added sugars, and potatoes. We used Cox proportional hazards regression with time-varying covariates to model the substitution of 5% of energy intake from high- and low-quality carbohydrate for isocaloric amounts of fat, protein, and their subtypes [polyunsaturated fat (PUFA), animal and plant monounsaturated fat (MUFA), saturated fat, trans fat, and animal and plant protein]. Cohort-specific estimates were combined using inverse variance-weighted fixed effects meta-analyses.Results:During 4,859,845 years of follow-up, we documented 20,141 incident T2D cases. In multivariable-adjusted meta-analyses, isocaloric substitution of high-quality carbohydrate for total fat [HR (95% CI) 0.94 (0.93, 0.96)], total MUFA [0.95 (0.91, 0.98)], MUFA from animal sources [0.92 (0.88, 0.95)], total protein [0.91 (0.89, 0.94)], or animal protein [0.94 (0.91, 0.97] was associated with a lower T2D risk. On the other hand, the substitution of low-quality carbohydrate for plant MUFA [1.06 (1.02-1.10)] or plant protein [1.06 (1.02-1.11)] was associated with a higher risk of T2D. When we restricted high-quality carbohydrate sources to whole grains, the results were similar or stronger. Additionally, substitution of whole grain carbohydrate for saturated fat [0.87 (0.84, 0.91)], trans fat [0.87 (0.83, 0.92)], PUFA [0.88 (0.84, 0.92)], plant MUFA [0.92 (0.87, 0.96)], or plant protein [0.91 (0.86, 0.97)] was associated with lower T2D risk.Conclusions:The effect of carbohydrate substitution on T2D risk depends not only on the nutrient being substituted but also on the quality of the carbohydrate. Substitution of high-quality carbohydrate, especially carbohydrate from whole grains (i.e. whole wheat bread, oatmeal), for fat or protein, especially animal sources (i.e. beef, poultry), may lower T2D risk.
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- 2023
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164. Abstract P152: Joint Association of Sugar- and Artificially-Sweetened Beverage Consumption and Physical Activity and Risk of Type 2 Diabetes in US Adults
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Pacheco, Lorena S, Tobias, Deirdre K, Li, Yanping, Bhupathiraju, Shilpa N, Willett, Walter, Ludwig, David S, Ebbeling, Cara B, Haslam, Danielle, Drouin-chartier, Jean-Philippe, Hu, Frank B, and Guasch, Marta
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Background:Consumption of sugar-sweetened beverages (SSBs) or artificially sweetened beverages (ASBs) and physical activity are independently associated with type 2 diabetes (T2D) risk; however, it is unknown whether there is an interaction of SSB/ASB intake and physical activity on risk of T2D.Methods:We examined the independent and joint associations between habitual SSB/ASB intake and physical activity with incident T2D risk among 196,101 women and men from the Nurses’ Health Study (NHS, 1980-2016), NHSII (1991-2017), and Health Professional’s Follow-up Study (HPFS, 1986-2016), who were free from chronic diseases at baseline. Cox proportional hazards regressions were used to estimate hazard ratios and 95% confidence intervals (HR; CI), adjusting for demographic and lifestyle T2D risk factors.Results:There were 20,430 incident T2D cases over follow-up of 36, 26, and 30 years in NHS, NHSII, and HPFS, respectively. In multivariable-adjusted models, we confirmed that participants with higher SSBs, ASBs and lower physical activity were independently at higher T2D risk, compared to lower intakes and higher activity levels. In joint analyses for these exposures, participants who did not meet physical activity guidelines and consumed gt 2 servings/day of SSBs had a significantly higher risk of T2D than those who met physical activity guidelines and never/rarely consumed SSBs (1.51; 1.43, 1.60); we observed similar findings for ASBs: 1.29; 1.23, 1.36). Among participants who met physical activity guidelines, those who consumed gt 2 servings/day of SSBs had a HR of 1.23 (1.16, 1.30); the HR for ASBs was 1.07 (1.02, 1.13). Consistent results were observed for women and men.Conclusions:Long-term habitual intake of SSBs or ASBs combined with lower physical activity was associated with higher risk of T2D in three large prospective cohort studies. These findings suggest that even when individuals are physically active, higher consumption of SSBs is associated with a higher risk of T2D. Our results support recommendations and policies to limit the intake of SSB and increase physical activity levels.
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- 2023
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165. Reply to HH Hermsdorff et al
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Bhupathiraju, Shilpa N, primary and Tucker, Katherine L, additional
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- 2011
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166. Variety of fruit and vegetable intake and cognitive function in middle‐aged and older Puerto Rican adults
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Ye, Xingwang, primary, Bhupathiraju, Shilpa N, additional, and Tucker, Katherine L, additional
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- 2011
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167. Greater fruit and vegetable intake is associated with increased bone mass in older Puerto Ricans
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Bhupathiraju, Shilpa N, primary, Lichtenstein, Alice H, additional, Dawson‐Hughes, Bess, additional, and Tucker, Katherine L, additional
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- 2010
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168. Centrally located body fat is related to inflammatory markers in healthy postmenopausal women
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Perry, Courtney D., primary, Alekel, D. Lee, additional, Ritland, Laura M., additional, Bhupathiraju, Shilpa N., additional, Stewart, Jeanne W., additional, Hanson, Laura N., additional, Matvienko, Oksana A., additional, Kohut, Marian L., additional, Reddy, Manju B., additional, Van Loan, Marta D., additional, and Genschel, Ulrike, additional
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- 2008
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169. Relationship of Circulating Total Homocysteine and C-Reactive Protein to Trabecular Bone in Postmenopausal Women
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Bhupathiraju, Shilpa N., primary, Alekel, D. Lee, additional, Stewart, Jeanne W., additional, Hanson, Laura N., additional, Shedd, Kristine M., additional, Reddy, Manju B., additional, Hanson, Kathy B., additional, Van Loan, Marta D., additional, Genschel, Ulrike, additional, and Koehler, Kenneth J., additional
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- 2007
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170. Consumption of sugar sweetened beverages, artificially sweetened beverages, and fruit juice and incidence of type 2 diabetes: systematic review, meta-analysis, and estimation of population attributable fraction.
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Imamura, Fumiaki, O’Connor, Laura, Ye, Zheng, Mursu, Jaakko, Yasuaki Hayashino, Bhupathiraju, Shilpa N., and Forouhi, Nita G.
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- 2015
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171. Nutrition and Health in the Lesbian, Gay, Bisexual, Transgender, Queer/Questioning Community: A Narrative Review
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Ferrero, Elisabetta M., Yunker, Alexandra G., Cuffe, Sherri, Gautam, Saloni, Mendoza, Kenny, Bhupathiraju, Shilpa N., and Mattei, Josiemer
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Sexual and gender minorities have a higher risk for health and nutrition-related disparities across the life course compared to the heterosexual or cisgender population. Experiences of stigmatization and discrimination are associated with diminished mental health quality and psychological distress, which are risk factors for developing various eating disorders. Other nutrition disparities include increased risk for food insecurity, body dissatisfaction, and weight complications, such as those experienced by the transgender population in association with gender-affirming hormone therapies. Despite the need for tailored nutrition recommendations that address the unique needs of the lesbian, gay, bisexual, transgender, queer/questioning (LGBTQ+) community, there are currently no such guidelines in North America. The purpose of this review is to summarize major LGBTQ+ nutrition disparities and highlight the need for tailored recommendations. We examine the evidence on mental health and social disparities in this group, including vulnerabilities to disordered eating, food insecurity, and healthcare provider discrimination. Importantly, we identify a scarcity of literature on dietary concerns and nutrition care guidelines for LGBTQ+ groups, including studies that address intersectionality and differences among specific gender and sexual orientations. These gaps underline the urgency of prioritizing nutrition for LGBTQ+ health needs and for developing tailored public health nutrition recommendations for this underserved population. Our review suggests that future LGBTQ+ health and nutrition research agendas should include personalized and precision nutrition, social determinants of health, diet quality, body image, and healthcare provider cultural competency and responsiveness. Moreover, the current evidence on LGBTQ+ nutrition and health will be strengthened when research studies (including clinical trials) with robust methodologies amplify inclusion and representation of this community to elucidate health and nutrition disparities in sexual and gender minorities.
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- 2023
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172. Glycemic index, glycemic load, and risk of type 2 diabetes: results from 3 large US cohorts and an updated meta-analysis.
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Bhupathiraju, Shilpa N., Tobias, Deirdre K., Malik, Vasanti S., Pan, An, Hruby, Adela, Manson, JoAnn E., Willett, Walter C., and Hu, Frank B.
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TYPE 2 diabetes risk factors ,CONFIDENCE intervals ,CARBOHYDRATE content of food ,GLYCEMIC index ,MEDICAL information storage & retrieval systems ,INGESTION ,LONGITUDINAL method ,MEDLINE ,META-analysis ,MULTIVARIATE analysis ,NUTRITIONAL assessment ,QUESTIONNAIRES ,REGRESSION analysis ,RESEARCH funding ,RELATIVE medical risk ,PROPORTIONAL hazards models ,DATA analysis software - Abstract
Background: Epidemiologic evidence for the relation between carbohydrate quality and risk of type 2 diabetes (T2D) has been mixed. Objective: We prospectively examined the association of dietary glycemic index (GI) and glycemic load (GL) with T2D risk. Design: We prospectively followed 74,248 women from the Nurses' Health Study (1984-2008), 90,411 women from the Nurses' Health Study H (1991-2009), and 40,498 men from the Health Professionals Follow-Up Study (1986-2008) who were free of diabetes, cardiovascular disease, and cancer at baseline. Diet was assessed by using a validated questionnaire and updated every 4 y. We also conducted an updated meta-analysis, including results from our 3 cohorts and other studies. Results: During 3,800,618 person-years of follow-up, we documented 15,027 cases of incident T2D. In pooled multivariable analyses, those in the highest quintile of energy-adjusted GI had a 33% higher risk (95% CI: 26%, 41%) of T2D than those in the lowest quintile. Participants in the highest quintile of energy-adjusted GL had a 10% higher risk (95% CI: 2%, 18%) of T2D. Participants who consumed a combination diet that was high in GI or GL and low in cereal fiber had an ~50% higher risk of T2D. In the updated meta-analysis, the summary RRs (95% CIs) comparing the highest with the lowest categories of GI and GL were 1.19 (1.14, 1.24) and 1.13 (1.08, 1.17), respectively. Conclusion: The updated analyses from our 3 cohorts and meta-analyses provide further evidence that higher dietary GI and GL are associated with increased risk of T2D. [ABSTRACT FROM AUTHOR]
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- 2014
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173. Long-Term Coffee Consumption and Risk of Cardiovascular Disease.
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Ming Ding, Bhupathiraju, Shilpa N., Satija, Ambika, van Dam, Rob M., and Hu, Frank B.
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COFFEE drinking , *CARDIOVASCULAR diseases risk factors , *CORONARY heart disease risk factors , *HEART failure risk factors ,STROKE risk factors - Abstract
Background--Considerable controversy exists on the association between coffee consumption and cardiovascular disease (CVD) risk. A meta-analysis was performed to assess the dose-response relationship of long-term coffee consumption with CVD risk. Methods and Results--PubMed and EMBASE were searched for prospective cohort studies of the relationship between coffee consumption and CVD risk, which included coronary heart disease, stroke, heart failure, and CVD mortality. Thirty-six studies were included with 1 279 804 participants and 36 352 CVD cases. A nonlinear relationship of coffee consumption with CVD risk was identified (P for heterogeneity=0.09, P for trend <0.001, P for nonlinearity <0.001). Compared with the lowest category of coffee consumption (median, 0 cups per day), the relative risk of CVD was 0.95 (95% confidence interval, 0.87-1.03) for the highest category (median, 5 cups per day) category, 0.85 (95% confidence interval, 0.80-0.90) for the second highest category (median, 3.5 cups per day), and 0.89 (95% confidence interval, 0.84-0.94) for the third highest category (median, 1.5 cups per day). Looking at separate outcomes, coffee consumption was nonlinearly associated with both coronary heart disease (P for heterogeneity=0.001, P for trend <0.001, P for nonlinearity <0.001) and stroke (P for heterogeneity=0.07, P for trend <0.001, P for nonlinearity <0.001; P for trend differences >0.05) risks. Conclusions--A nonlinear association between coffee consumption and CVD risk was observed in this meta-analysis. Moderate coffee consumption was inversely significantly associated with CVD risk, with the lowest CVD risk at 3 to 5 cups per day, and heavy coffee consumption was not associated with elevated CVD risk. [ABSTRACT FROM AUTHOR]
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- 2014
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174. Caffeinated and Decaffeinated Coffee Consumption and Risk of Type 2 Diabetes: A Systematic Review and a Dose-Response Meta-analysis.
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Ming Ding, Bhupathiraju, Shilpa N., Mu Chen, van Dam, Rob M., and Hu, Frank B.
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DECAFFEINATED coffee , *PHYSIOLOGICAL effects of coffee , *PHYSIOLOGICAL effects of caffeine , *TYPE 2 diabetes risk factors , *META-analysis - Abstract
OBJECTIVE Previous meta-analyses identified an inverse association of coffee consumption with the risk of type 2 diabetes. However, an updated meta-analysis is needed because new studies comparing the trends of association for caffeinated and decaffeinated coffee have since been published. RESEARCH DESIGN AND METHODS PubMed and Embase were searched for cohort or nested case-control studies that assessed the relationship of coffee consumption and risk of type 2 diabetes from 1966 to February 2013. Arestricted cubic spline random-effects modelwas used. RESULTS Twenty-eight prospective studies were included in the analysis, with 1,109,272 study participants and 45,335 cases of type 2 diabetes. The follow-up duration ranged from 10 months to 20 years. Compared with no or rare coffee consumption, the relative risk (RR; 95% CI) for diabetes was 0.92 (0.90-0.94), 0.85 (0.82-0.88), 0.79 (0.75-0.83), 0.75 (0.71-0.80), 0.71 (0.65-0.76), and 0.67 (0.61-0.74) for 1-6 cups/day, respectively. The RR of diabetes for a 1 cup/day increase was 0.91 (0.89-0.94) for caffeinated coffee consumption and 0.94 (0.91-0.98) for decaffeinated coffee consumption (P for difference = 0.17). CONCLUSIONS Coffee consumption was inversely associated with the risk of type 2 diabetes in a dose-responsemanner. Both caffeinated and decaffeinated coffeewas associated with reduced diabetes risk. [ABSTRACT FROM AUTHOR]
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- 2014
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175. Quantity and variety in fruit and vegetable intake and risk of coronary heart disease.
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Bhupathiraju, Shilpa N., Wedick, Nicole M., Pan, An, Manson, JoAnn E., Rexrode, Kathyrn M., Willett, Walter C., Rimm, Eric B., and Hu, Frank B.
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CARDIOVASCULAR diseases ,CARDIOVASCULAR diseases risk factors ,CONFIDENCE intervals ,FRUIT ,LONGITUDINAL method ,MYOCARDIAL infarction ,PROBABILITY theory ,QUESTIONNAIRES ,REGRESSION analysis ,RESEARCH funding ,SELF-evaluation ,VEGETABLES ,RELATIVE medical risk ,PROPORTIONAL hazards models ,DESCRIPTIVE statistics - Abstract
Background: Dietary guidelines recommend increasing fruit and vegetable intake and, most recently, have also suggested increasing variety. Objective: We prospectively examined the independent roles of quantity and variety in fruit and vegetable intake in relation to incident coronary heart disease (CHD). Design: We prospectively followed 71,141 women from the Nurses' Health Study (1984-2008) and 42,135 men from the Health Professionals Follow-Up Study (1986-2008) who were free of diabetes, cardiovascular diseases, and cancer at baseline. Diet was assessed by using a validated questionnaire and updated every 4 y. Variety was defined as the number of unique fruit and vegetables consumed at least once per week. Potatoes, legumes, and fruit juices were not included in our definition of fruit and vegetables. Results: During follow-up, we documented 2582 CHD cases in women and 3607 cases in men. In multivariable analyses, after adjustment for dietary and nondietary covariates, those in the highest quintile of fruit and vegetable intake had a 17% lower risk (95% CI: 9%, 24%) of CHD. A higher consumption of citrus fruit, green leafy vegetables, and β-carotene- and vitamin C-rich fruit and vegetables was associated with a lower CHD risk. Conversely, quantity-adjusted variety was not associated with CHD. Conclusions: Our data suggest that absolute quantity, rather than variety, in fruit and vegetable intake is associated with a significantly lower risk of CHD. Nevertheless, consumption of specific fruit and vegetable subgroups was associated with a lower CHD risk. [ABSTRACT FROM AUTHOR]
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- 2013
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176. Adherence to the 2006 American Heart Association Diet and Lifestyle Recommendations for cardiovascular disease risk reduction is associated with bone health in older Puerto Ricans.
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Bhupathiraju, Shilpa N., Lichtenstein, Alice H., Dawson-Hughes, Bess, Hannan, Marian T., and Tucker, Katherine L.
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CARDIOVASCULAR disease prevention ,HIP joint physiology ,LUMBAR vertebrae physiology ,GERIATRIC nutrition ,ANALYSIS of variance ,ANTHROPOMETRY ,CONFIDENCE intervals ,DIET ,EPIDEMIOLOGY ,HISPANIC Americans ,LONGITUDINAL method ,REGRESSION analysis ,RESEARCH funding ,STATISTICAL hypothesis testing ,X-ray densitometry in medicine ,LOGISTIC regression analysis ,DATA analysis ,EFFECT sizes (Statistics) ,BONE density ,BODY mass index ,LIFESTYLES ,CROSS-sectional method ,PHYSICAL activity ,DATA analysis software ,DESCRIPTIVE statistics ,OLD age - Abstract
Background: Cardiovascular disease (CVD) and osteoporosis are 2 major public health problems that share common pathophysiologi-cal mechanisms. It is possible that strategies to reduce CVD risk may also benefit bone health. Objective: We tested the hypothesis that adherence to the 2006 American Heart Association Diet and Lifestyle Recommendations (AHA-DLR) is associated with bone health. Design: We previously developed a unique diet and lifestyle score (American Heart Association Diet and Lifestyle Score; AHA-DLS) to assess adherence to the AHA-DLR. In a cross-sectional study of 933 Puerto Ricans aged 47-79 y, we modified the AHA-DLS to test associations with bone health. Bone mineral density (BMD) at the femoral neck, trochanter, total hip, and lumbar spine (L2-L4) was measured by using dual-energy X-ray absorptiometry. Results: For every 5-unit increase in the modified AHA-DLS, BMD at the femoral neck, trochanter, total hip, and lumbar spine (L2-L4) was associated with a 0.005-0.008-g/cm² (P < 0.05) higher value. No component of the AHA-DLR alone was responsible for the observed positive associations. For every 5-unit increase in the modified AHA-DLS, the odds for osteoporosis or osteopenia at the trochanter, total hip, and lumbar spine (L2-L4) were lower by 14% (OR: 0.86; 95% CI: 0.79, 0.92), 17% (OR: 0.83; 95% CI: 0.76, 0.92), and 9% (OR: 0.91; 95% CI: 0.84, 0.99), respectively. Conclusions: Dietary guidelines for CVD risk reduction may also benefit bone health in this Hispanic cohort. Synchronizing dietary guidelines for these 2 common diseases may provide a simplified public health message. This trial was registered at clinicaltrials.gov as NCT01231958. [ABSTRACT FROM AUTHOR]
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- 2013
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177. Variety in fruit and vegetable intake and cognitive function in middle-aged and older Puerto Rican adults.
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Ye, Xingwang, Bhupathiraju, Shilpa N., and Tucker, Katherine L.
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AGING ,COGNITION ,COGNITION disorders ,COMPARATIVE studies ,DEMOGRAPHY ,DIET ,FOOD habits ,FRUIT ,INTERVIEWING ,NEUROPSYCHOLOGICAL tests ,QUESTIONNAIRES ,RESEARCH funding ,STATISTICAL sampling ,STATISTICAL hypothesis testing ,VEGETABLES ,LOGISTIC regression analysis ,SOCIOECONOMIC factors ,CROSS-sectional method ,PHYSICAL activity ,DATA analysis software ,PREVENTION - Abstract
Higher variety in fruit and vegetable intake has been associated with a lower risk of several chronic diseases. It remains unclear whether such associations exist relating to cognition. The authors examined associations between total quantity and variety in fruit and vegetable intake and cognitive function in a cross-sectional sample of 1412 Puerto Rican adults, aged 45–75 years from the Boston Puerto Rican Health Study, 2004–9. Fruit and vegetable intake was assessed with a FFQ. Cognitive function was measured with a battery of seven tests; the Mini Mental State Examination (MMSE) was administrated to assess global cognitive function. Greater variety, but not total quantity, of fruit and vegetable intake was associated with a higher MMSE score after multivariate adjustment (P for trend = 0·012). This association remained significant after further adjusting for total quantity of fruit and vegetable intake (P for trend = 0·018). High variety of fruit and vegetable intake was also associated with individual cognitive domains, including executive function, memory and attention (all P for trend < 0·05). Variety, more than total quantity, of fruit and vegetable intake may offer cognitive protection in middle-aged and older adults, but longitudinal studies are needed to clarify direction of causality. [ABSTRACT FROM PUBLISHER]
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- 2013
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178. Caffeinated and caffeine-free beverages and risk of type 2 diabetes.
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Bhupathiraju, Shilpa N., Pan, An, Malik, Vasanti S., Manson, JoAnn E., Willett, Walter C., van Dam, Rob M., and Hu, Frank B.
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PHYSIOLOGICAL effects of caffeine ,TEA ,TYPE 2 diabetes ,DIABETES in women ,MEN'S health ,TYPE 2 diabetes risk factors ,BEVERAGES ,CAFFEINE ,CARBONATED beverages ,COFFEE ,COMPARATIVE studies ,CONFIDENCE intervals ,DIET ,SUGAR content of food ,HEALTH behavior ,LONGITUDINAL method ,MEDICAL personnel ,MULTIVARIATE analysis ,NURSES ,QUESTIONNAIRES ,REGRESSION analysis ,RESEARCH funding ,STATISTICAL hypothesis testing ,SWEETENERS ,BODY mass index ,LIFESTYLES ,RELATIVE medical risk ,PROPORTIONAL hazards models ,DATA analysis software ,DESCRIPTIVE statistics - Abstract
Background: Consumption of caffeinated beverages such as coffee and tea has been associated with a lower risk of type 2 diabetes (T2D). Paradoxically, short-term metabolic studies have shown that caffeine impairs postprandial glycemic control. Objective: The objective was to prospectively examine the association of caffeinated compared with caffeine-free beverages, including coffee, tea, sugar-sweetened beverages (SSBs), and carbonated artificially sweetened beverages (ASBs), with T2D risk. Design: We prospectively observed 74,749 women from the Nurses' Health Study (NHS, 1984-2008) and 39,059 men from the Health Professionals Follow-Up Study (HPFS, 1986-2008) who were free of diabetes, cardiovascular diseases, and cancer at baseline. Results: We documented 7370 incident cases of T2D during 24 y of follow-up in the NHS and 2865 new cases during 22 y of follow-up in the HPFS. Alter major lifestyle and dietary risk factors were controlled for, caffeinated and caffeine-free SSB intake was significantly associated with a higher risk of T2D in the NHS (RR per serving: 13% for caffeinated SSBs, 11% for caffeine-free SSBs; P < 0.05) and in the HPFS (RR per serving: 16% for caffeinated SSBs, 23% for caffeine-free SSBs; P < 0.01). Only caffeine-free ASB intake in NHS participants was associated with a higher risk of T2D (RR: 6% per serving; P < 0.001). Conversely, the consumption of caffeinated and decaffeinated coffee was associated with a lower risk of T2D [RR per serving: 8% for both caffeinated and decaffeinated coffee in the NHS (P < 0.0001) and 4% for caffeinated and 7% for decaffeinated coffee in the HPFS (P < 0.01)]. Only caffeinated tea was associated with a lower T2D risk among NHS participants (RR per serving: 5%; P < 0.0001). Conclusion: Irrespective of the caffeine content, SSB intake was associated with a higher risk of T2D, and coffee intake was associated with a lower risk of T2D. [ABSTRACT FROM AUTHOR]
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- 2013
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179. Healthy Lifestyle Score Including Sleep Duration and Cardiovascular Disease Risk.
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Guasch-Ferré, Marta, Li, Yanping, Bhupathiraju, Shilpa N., Huang, Tianyi, Drouin-Chartier, Jean-Philippe, Manson, JoAnn E., Sun, Qi, Rimm, Eric B., Rexrode, Kathryn M., Willett, Walter C., Stampfer, Meir J., and Hu, Frank B.
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BEDTIME , *MALE nurses , *CARDIOVASCULAR diseases , *CARDIOVASCULAR diseases risk factors , *DISEASE duration , *PROPORTIONAL hazards models , *CORONARY disease , *CARDIOVASCULAR disease prevention , *LIFESTYLES , *STROKE , *SLEEP , *RESEARCH funding , *LONGITUDINAL method - Abstract
Introduction: Although insufficient or prolonged sleep duration is associated with cardiovascular disease, sleep duration is not included in most lifestyle scores. This study evaluates the relationship between a lifestyle score, including sleep duration and cardiovascular disease risk.Methods: A prospective analysis among 67,250 women in the Nurses' Health Study and 29,114 men in Health Professionals Follow-up Study (1986-2016) was conducted in 2021. Lifestyle factors were updated every 2-4 years using self-reported questionnaires. The traditional lifestyle score was defined as not smoking, having a normal BMI, being physically active (≥30 minutes/day of moderate physical activity), eating a healthy diet, and drinking alcohol in moderation. Low-risk sleep duration, defined as sleeping ≥6 to <8 hours/day, was included as an additional component in the updated lifestyle score. Cox proportional hazard regression models were used to estimate cardiovascular disease risk. The likelihood-ratio test and C-statistics were used to compare both scores.Results: A total of 11,710 incident cardiovascular disease cases during follow-up were documented. The multivariable-adjusted hazard ratios comparing 6 with 0 low-risk factors in the healthy lifestyle score including sleep duration were 0.17 (95% CI=0.12, 0.23) for cardiovascular disease, 0.14 (95% CI=0.10, 0.21) for coronary heart disease, and 0.20 (95% CI=0.12, 0.33) for stroke. Approximately 66% (95% CI=56%, 75%) of cardiovascular disease, 67% (95% CI=54%, 77%) of coronary heart disease, and 62% (95% CI=42%, 76%) of stroke cases were attributable to poor adherence to a healthy lifestyle including sleep. Adding sleep duration to the score slightly increased the C-statistics from 0.64 (95% CI=0.63, 0.64) to 0.65 (95% CI=0.64, 0.65) (p<0.001).Conclusions: Adopting a healthy lifestyle including sleep recommendations could substantially reduce the risk of cardiovascular disease in U.S. adults. [ABSTRACT FROM AUTHOR]- Published
- 2022
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180. Changes in Diet Quality and Total and Cause-Specific Mortality.
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Sotos-Prieto, Mercedes, Bhupathiraju, Shilpa N., and Hu, Frank B.
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- 2017
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181. Abstract 13595: Branched Chain and Aromatic Amino Acids are Associated With Cardiometabolic Risk Among Older Puerto Ricans
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Bhupathiraju, Shilpa N, Baden, Megu Y, Rexrode, Kathryn M, Tucker, Katherine L, Hu, Frank, Clish, Clary B, Liang, Liming, and Manson, JoAnn E
- Abstract
Introduction:Puerto Ricans are the second largest Hispanic sub group and have high rates of type 2 diabetes (T2D). Yet, there is limited understanding of the molecular pathways that contribute to cardiometabolic risk in this high risk group.Hypothesis:We hypothesized that circulating branched chain (BCAA) and aromatic amino acids (AA), which are related to T2D risk in non-Hispanic whites, would be associated with a higher likelihood of T2D and with adverse cardiometabolic biomarkers among older Puerto Ricans.Methods:We developed a case-control study within the Boston Puerto Rican Health Study (BPRHS) with 275 prevalent T2D cases and 275 age, sex matched controls. We used LC/MS to measure baseline plasma BCAAs (leucine, isoleucine, and valine) and AAs (phenylalanine and tyrosine) within a metabolomic analysis. We used conditional logistic regression to model the likelihood of T2D for each standard deviation (SD) increase in metabolites. Among controls, free of T2D, we examined cross-sectional and prospective (2 year) associations between metabolites and measures of glycemia, dyslipidemia, and inflammation.Results:After multivariable adjustment, the likelihood of prevalent T2D for each SD increase in metabolites was 1.82 (1.41-2.36) for isoleucine, 2.03 (1.55-2.66) for leucine, and 1.66 (1.29-2.13) for valine. No associations were seen for AA and T2D. We replicated these findings among women in the Women?s Health Initiative. In the BPRHS, cross-sectionally and prospectively, higher concentrations of BCAA and tyrosine were associated with adverse glycemia measures (Table 1). Cross-sectionally, higher BCAAs were associated with an adverse lipid profile.Conclusions:Higher baseline BCAAs were associated with higher T2D in older Puerto Ricans. Among those without T2D, higher BCAAs and tyrosine were associated with adverse glycemia and dyslipidemia markers. Future research should examine dietary and lifestyle correlates of these metabolites.
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- 2019
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182. Metabolite patterns link diet, obesity, and type 2 diabetes in a Hispanic population.
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Parnell, Laurence D., Noel, Sabrina E., Bhupathiraju, Shilpa N., Smith, Caren E., Haslam, Danielle E., Zhang, Xiyuang, Tucker, Katherine L., Ordovas, Jose M., and Lai, Chao-Qiang
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OBESITY , *TYPE 2 diabetes , *SOFT drinks , *FALSE discovery rate , *FOOD consumption , *FOOD habits - Abstract
Introduction: Obesity is a precursor of type 2 diabetes (T2D). Objectives: Our aim was to identify metabolic signatures of T2D and dietary factors unique to obesity. Methods: We examined a subsample of the Boston Puerto Rican Health Study (BPRHS) population with a high prevalence of obesity and T2D at baseline (n = 806) and participants (without T2D at baseline) at 5-year follow-up (n = 412). We determined differences in metabolite profiles between T2D and non-T2D participants of the whole sample and according to abdominal obesity status. Enrichment analysis was performed to identify metabolic pathways that were over-represented by metabolites that differed between T2D and non-T2D participants. T2D-associated metabolites unique to obesity were examined for correlation with dietary food groups to understand metabolic links between dietary intake and T2D risk. False Discovery Rate method was used to correct for multiple testing. Results: Of 526 targeted metabolites, 179 differed between T2D and non-T2D in the whole sample, 64 in non-obese participants and 120 unique to participants with abdominal obesity. Twenty-four of 120 metabolites were replicated and were associated with T2D incidence at 5-year follow-up. Enrichment analysis pointed to three metabolic pathways that were overrepresented in obesity-associated T2D: phosphatidylethanolamine (PE), long-chain fatty acids, and glutamate metabolism. Elevated intakes of three food groups, energy-dense takeout food, dairy intake and sugar-sweetened beverages, associated with 13 metabolites represented by the three pathways. Conclusion: Metabolic signatures of lipid and glutamate metabolism link obesity to T2D, in parallel with increased intake of dairy and sugar-sweetened beverages, thereby providing insight into the relationship between dietary habits and T2D risk. [ABSTRACT FROM AUTHOR]
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- 2021
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183. Authors' reply to Skovenborg and Manfredini and colleagues.
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Zhilei Shan and Bhupathiraju, Shilpa N.
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- 2019
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184. Consumption of sugar sweetened beverages, artificially sweetened beverages, and fruit juice and incidence of type 2 diabetes: systematic review, meta-analysis, and estimation of population attributable fraction
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Imamura, Fumiaki, O'Connor, Laura, Ye, Zheng, Mursu, Jaakko, Hayashino, Yasuaki, Bhupathiraju, Shilpa N, and Forouhi, Nita G
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2. Zero hunger ,Fruit and Vegetable Juices ,Non-Nutritive Sweeteners ,Diabetes Mellitus, Type 2 ,Risk Factors ,Incidence ,food and beverages ,Humans ,Nutritive Sweeteners ,Publication Bias ,United Kingdom ,United States ,3. Good health - Abstract
OBJECTIVES: To examine the prospective associations between consumption of sugar sweetened beverages, artificially sweetened beverages, and fruit juice with type 2 diabetes before and after adjustment for adiposity, and to estimate the population attributable fraction for type 2 diabetes from consumption of sugar sweetened beverages in the United States and United Kingdom. DESIGN: Systematic review and meta-analysis. DATA SOURCES AND ELIGIBILITY: PubMed, Embase, Ovid, and Web of Knowledge for prospective studies of adults without diabetes, published until February 2014. The population attributable fraction was estimated in national surveys in the USA, 2009-10 (n=4729 representing 189.1 million adults without diabetes) and the UK, 2008-12 (n=1932 representing 44.7 million). SYNTHESIS METHODS: Random effects meta-analysis and survey analysis for population attributable fraction associated with consumption of sugar sweetened beverages. RESULTS: Prespecified information was extracted from 17 cohorts (38,253 cases/10,126,754 person years). Higher consumption of sugar sweetened beverages was associated with a greater incidence of type 2 diabetes, by 18% per one serving/day (95% confidence interval 9% to 28%, I(2) for heterogeneity=89%) and 13% (6% to 21%, I(2)=79%) before and after adjustment for adiposity; for artificially sweetened beverages, 25% (18% to 33%, I(2)=70%) and 8% (2% to 15%, I(2)=64%); and for fruit juice, 5% (-1% to 11%, I(2)=58%) and 7% (1% to 14%, I(2)=51%). Potential sources of heterogeneity or bias were not evident for sugar sweetened beverages. For artificially sweetened beverages, publication bias and residual confounding were indicated. For fruit juice the finding was non-significant in studies ascertaining type 2 diabetes objectively (P for heterogeneity=0.008). Under specified assumptions for population attributable fraction, of 20.9 million events of type 2 diabetes predicted to occur over 10 years in the USA (absolute event rate 11.0%), 1.8 million would be attributable to consumption of sugar sweetened beverages (population attributable fraction 8.7%, 95% confidence interval 3.9% to 12.9%); and of 2.6 million events in the UK (absolute event rate 5.8%), 79,000 would be attributable to consumption of sugar sweetened beverages (population attributable fraction 3.6%, 1.7% to 5.6%). CONCLUSIONS: Habitual consumption of sugar sweetened beverages was associated with a greater incidence of type 2 diabetes, independently of adiposity. Although artificially sweetened beverages and fruit juice also showed positive associations with incidence of type 2 diabetes, the findings were likely to involve bias. None the less, both artificially sweetened beverages and fruit juice were unlikely to be healthy alternatives to sugar sweetened beverages for the prevention of type 2 diabetes. Under assumption of causality, consumption of sugar sweetened beverages over years may be related to a substantial number of cases of new onset diabetes.
185. The implication of unknown bioactive compounds and cooking techniques in relations between the variety in fruit and vegetable intake and inflammation.
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Hermsdorff, Helen Hermana, Zulet, M. Ángeles, Martínez, J. Alfredo, Bhupathiraju, Shilpa N., and Tucker, Katherine L.
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BIOACTIVE compounds ,INGESTION ,INFLAMMATION - Abstract
A response from the authors of an article about bioactive compounds as well as fruit and vegetable intake and inflammation is presented.
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- 2011
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186. Response to Letter Regarding Article, "Association of Coffee Consumption With Total and Cause-Specific Mortality in 3 Large Prospective Cohorts".
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Ming Ding, Satija, Ambika, Bhupathiraju, Shilpa N., Yang Hu, Qi Sun, Jiali Han, Lopez-Garcia, Esther, Willett, Walter, van Dam, Rob M., Hu, Frank B., Ding, Ming, Hu, Yang, Sun, Qi, and Han, Jiali
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- 2016
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187. Methyl Donor Nutrient Intake and Incidence of Type 2 Diabetes: Results From Three Large U.S. Cohorts.
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Sawicki, Caleigh M., Haslam, Danielle E., Braun, Kim V.E., Drouin-Chartier, Jean-Philippe, Voortman, Trudy, Franco, Oscar H., Sun, Qi, Hu, Frank B., and Bhupathiraju, Shilpa N.
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TYPE 2 diabetes , *NUTRITIONAL status , *PROPORTIONAL hazards models , *MALE nurses , *MEDICAL personnel - Abstract
OBJECTIVE: We examined whether intake of methyl donor nutrients, including vitamins B2, B6, and B12 and folate, from foods and/or supplements is associated with type 2 diabetes risk. RESEARCH DESIGN AND METHODS: We included 203,644 women and men from the Nurses' Health Study (1984–2016), Nurses' Health Study 2 (1991–2017), and Health Professionals Follow-Up Study (1986–2016). Dietary data were collected every 2–4 years with use of semiquantitative food-frequency questionnaires. Cox proportional hazards models with time-varying covariates were used to evaluate associations between each nutrient and type 2 diabetes risk. We combined cohort-specific hazard ratios (HRs) using inverse variance–weighted fixed-effects meta-analyses. RESULTS: During 4,900,181 person-years of follow-up, we documented 19,475 incident type 2 diabetes cases. In multivariable-adjusted meta-analyses, participants in the highest quintiles of total vitamin B2 and B6 intakes had lower risk of diabetes compared with those in the lowest quintiles (HR 0.93 [95% CI 0.89, 0.98] for B2 and 0.93 [0.89, 0.97] for B6). With stratification by source, significant associations remained for B2 from food but not from supplements. Neither association for B6 from food nor association for B6 from supplements attained significance. No association was observed between total B12 intake and diabetes. However, B12 from food was marginally associated with higher diabetes risk (1.05 [1.00–1.11]) but not after additional adjustment for red meat intake (1.04 [0.99–1.10]). No evidence of association was observed between intakes of folate and diabetes. CONCLUSIONS: The results of our study suggest that higher intake of vitamin B2 and B6, especially B2 from food sources, may be associated with a modestly lower type 2 diabetes risk. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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188. Consumption of sugar sweetened beverages, artificially sweetened beverages, and fruit juice and incidence of type 2 diabetes: systematic review, meta-analysis, and estimation of population attributable fraction.
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Fumiaki Imamura, O'Connor, Laura, Zheng Ye, Mursu, Jaakko, Yasuaki Hayashino, Bhupathiraju, Shilpa N., and Forouhi, Nita G.
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CARBONATED beverages ,FRUIT ,META-analysis ,TYPE 2 diabetes ,RESEARCH funding ,SWEETENERS ,SYSTEMATIC reviews ,DISEASE incidence - Abstract
The article discusses research on the association of habitual consumption of sugar sweetened beverages and the greater incidence of type 2 diabetes, independently of obesity status. Topics discussed include findings for consumption of fruit juice and sugar sweetened beverages, study limitations, and incidence rate.
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- 2015
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189. Multidisciplinary approach combining food metabolomics and epidemiology identifies meglutol as an important bioactive metabolite in tempe, an Indonesian fermented food.
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Iman, Marvin N., Haslam, Danielle E., Liang, Liming, Guo, Kai, Joshipura, Kaumudi, Pérez, Cynthia M., Clish, Clary, Tucker, Katherine L., Manson, JoAnn E., Bhupathiraju, Shilpa N., Fukusaki, Eiichiro, Lasky-Su, Jessica, and Putri, Sastia P.
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FOOD combining , *FERMENTED foods , *METABOLOMICS , *LDL cholesterol , *METABOLITES - Abstract
• Identified food bioactive metabolites using a multidisciplinary metabolomics approach. • Meglutol was characterized as an important bioactive metabolite. • Meglutol was found to be highest in tempe among known meglutol-containing foods. • Tempe made from green pea contained the highest meglutol among studied legume tempes. • Plasma meglutol was associated with lower LDL cholesterol in Hispanic participants. This study introduces a multidisciplinary approach to investigate bioactive food metabolites often overlooked due to their low concentrations. We integrated an in-house food metabolite library (n = 494), a human metabolite library (n = 891) from epidemiological studies, and metabolite pharmacological databases to screen for food metabolites with potential bioactivity. We identified six potential metabolites, including meglutol (3-hydroxy-3-methylglutarate), an understudied low-density lipoprotein (LDL)-lowering compound. We further focused on meglutol as a case study to showcase the range of characterizations achievable with this approach. Green pea tempe was identified to contain the highest meglutol concentration (21.8 ± 4.6 mg/100 g). Furthermore, we identified a significant cross-sectional association between plasma meglutol (per 1-standard deviation) and lower LDL cholesterol in two Hispanic adult cohorts (n = 1,628) (β [standard error]: −5.5 (1.6) mg/dl, P = 0.0005). These findings highlight how multidisciplinary metabolomics can serve as a systematic tool for discovering and enhancing bioactive metabolites in food, such as meglutol, with potential applications in personalized dietary approaches for disease prevention. [ABSTRACT FROM AUTHOR]
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- 2024
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190. Authors' reply to Skovenborg and Manfredini and colleagues
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Shan, Zhilei and Bhupathiraju, Shilpa N
191. Rotating night shift work and adherence to unhealthy lifestyle in predicting risk of type 2 diabetes : results from two large US cohorts of female nurses
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Shan, Zhilei, Li, Yanping, Zong, Geng, Guo, Yanjun, Li, Jun, Manson, JoAnn E, Hu, Frank B, Willett, Walter C, Schernhammer, Eva S, and Bhupathiraju, Shilpa N
192. Changes in Plant-Based Diet Quality and Total and Cause-Specific Mortality.
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Baden, Megu Y., Liu, Gang, Satija, Ambika, Li, Yanping, Sun, Qi, Fung, Teresa T., Rimm, Eric B., Willett, Walter C., Hu, Frank B., and Bhupathiraju, Shilpa N.
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TYPE 2 diabetes , *TOTAL quality management , *DIET , *CANCER-related mortality , *MORTALITY - Abstract
Background: Plant-based diets have been associated with lower risk of type 2 diabetes mellitus and cardiovascular disease (CVD) and are recommended for both health and environmental benefits. However, the association between changes in plant-based diet quality and mortality remains unclear.Methods: We investigated the associations between 12-year changes (from 1986 to 1998) in plant-based diet quality assessed by 3 plant-based diet indices (score range, 18-90)-an overall plant-based diet index (PDI), a healthful PDI, and an unhealthful PDI-and subsequent total and cause-specific mortality (1998-2014). Participants were 49 407 women in the Nurses' Health Study (NHS) and 25 907 men in the Health Professionals Follow-Up Study (HPFS) who were free from CVD and cancer in 1998. Multivariable-adjusted Cox proportional-hazards models were used to estimate hazard ratios (HRs) and 95% CIs.Results: We documented 10 686 deaths including 2046 CVD deaths and 3091 cancer deaths in the NHS over 725 316 person-years of follow-up and 6490 deaths including 1872 CVD deaths and 1772 cancer deaths in the HPFS over 371 322 person-years of follow-up. Compared with participants whose indices remained stable, among those with the greatest increases in diet scores (highest quintile), the pooled multivariable-adjusted HRs for total mortality were 0.95 (95% CI, 0.90-1.00) for PDI, 0.90 (95% CI, 0.85-0.95) for healthful PDI, and 1.12 (95% CI, 1.07-1.18) for unhealthful PDI. Among participants with the greatest decrease (lowest quintile), the multivariable-adjusted HRs were 1.09 (95% CI, 1.04-1.15) for PDI, 1.10 (95% CI, 1.05-1.15) for healthful PDI, and 0.93 (95% CI, 0.88-0.98) for unhealthful PDI. For CVD mortality, the risk associated with a 10-point increase in each PDI was 7% lower (95% CI, 1-12%) for PDI, 9% lower (95% CI, 4-14%) for healthful PDI, and 8% higher (95% CI, 2-14%) for unhealthful PDI. There were no consistent associations between changes in plant-based diet indices and cancer mortality.Conclusions: Improving plant-based diet quality over a 12-year period was associated with a lower risk of total and CVD mortality, whereas increased consumption of an unhealthful plant-based diet was associated with a higher risk of total and CVD mortality. [ABSTRACT FROM AUTHOR]- Published
- 2019
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193. Physical Activity, Sedentary Behavior, and Risk of Coronavirus Disease 2019.
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Ma, Wenjie, Murray, Erin, Nguyen, Long H., Drew, David A., Ding, Ming, Stopsack, Konrad H., Rich-Edwards, Janet W., Hart, Jaime E., Figueiredo, Jane C., Lacey, James V., Patel, Alpa V., Bhupathiraju, Shilpa N., Chan, Andrew T., and Martinez, Maria Elena
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SARS-CoV-2 , *COVID-19 , *SEDENTARY behavior , *PHYSICAL activity , *METABOLIC equivalent - Abstract
Data on the associations of prepandemic physical activity and sedentary behavior with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection and coronavirus disease 2019 (COVID-19) severity, particularly milder illness, have been limited. We used data from 43,913 participants within the Nurses' Health Study II and Health Professionals Follow-Up Study who responded to periodic COVID-related surveys from May 2020 through March 2021. History of physical activity from the prepandemic period was assessed as the metabolic equivalents of task (MET)-hours per week of various activities of different intensity and sedentary behavior assessed from reports of time spent sitting from questionnaires completed 2016-2017. Multivariable logistic regression models were fitted to calculate the odds ratios (ORs) and 95% confidence intervals (CIs) for risk of SARS-CoV-2 infection and COVID-19 severity, as well as predicted COVID-19 defined using a validated symptom-based algorithm. Higher levels of prepandemic physical activity were associated with a lower risk for SARS-CoV-2 infection. Compared to participants with <3 MET-hours per week, the multivariable-adjusted OR was 0.86 (95% CI: 0.74, 0.99; P trend =.07) for those with ≥27 MET-hours per week. Higher physical activity levels were also associated with lower risk of symptomatic SARS-CoV-2 infection (OR: 0.84; 95% CI: 0.72, 0.99; P trend =.05) and predicted COVID-19 (OR: 0.87; 95% CI: 0.78, 0.97; P trend =.01). Longer time sitting at home watching TV (OR: 0.85; 95% CI: 0.73, 0.97) or for other tasks (OR: 0.78; 95% CI: 0.66, 0.92) was associated with a lower risk of SARS-CoV-2 infection. Our findings support a protective association between prepandemic physical activity and lower risk and severity of COVID-19. [ABSTRACT FROM AUTHOR]
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- 2023
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194. Planetary health diet and cardiovascular disease: results from three large prospective cohort studies in the USA.
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Sawicki CM, Ramesh G, Bui L, Nair NK, Hu FB, Rimm EB, Stampfer MJ, Willett WC, and Bhupathiraju SN
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- Humans, Female, Male, Middle Aged, Prospective Studies, United States epidemiology, Adult, Aged, Diet, Diet, Healthy, Cardiovascular Diseases epidemiology, Cardiovascular Diseases prevention & control, Cardiovascular Diseases etiology
- Abstract
Background: In 2019, the EAT-Lancet Commission on healthy diets from sustainable food systems proposed a Planetary Health Diet that seeks to optimise both chronic disease prevention as well as global environmental health. In this study, we aimed to examine the association between a dietary index based on the Planetary Health Diet and risk of cardiovascular disease., Methods: We included women from the Nurses' Health Study (NHS I; 1986-2016), women from the Nurses' Health Study II (NHS II; 1991-2017), and men from the Health Professionals Follow-up Study (HPFS; 1986-2016) who were free of cardiovascular disease, cancer, and diabetes at baseline. Dietary data were collected every 4 years using a validated, semi-quantitative food frequency questionnaire. The Planetary Health Diet Index (PHDI) was based on 15 food groups: whole grains, vegetables, fruit, fish and shellfish, nuts and seeds, non-soy legumes, soy foods, and unsaturated oils were scored positively; starchy vegetables, dairy, red or processed meat, poultry, eggs, saturated fats and trans fat, and added sugar received negative scores. Scores for each food group were summed to get a total score of 0-140. Higher scores indicated greater adherence to the PHDI. We used Cox proportional hazards regression with time-varying covariates to evaluate the association between PHDI score, cumulatively averaged, and incident cardiovascular disease (defined as fatal and non-fatal myocardial infarction and stroke), adjusting for demographic, health, and lifestyle confounders in all participants with available data. Cohort-specific estimates were combined using inverse variance-weighted fixed effects meta-analyses., Findings: Of the 62 919 women included from the NHS I, 88 535 women included from the NHS II, and 42 164 men included from the HPFS, a total of 9831 cases of cardiovascular disease were confirmed over 4 541 980 person-years of follow-up. Mean PHDI scores ranged from 60·7 (SD 5·1) to 90·6 (5·3) in the lowest versus highest quintile in NHS I, 55·6 (4·9) to 86·3 (6·3) in NHS II, and 59·6 (5·9) to 94 (5·9) in HPFS. In the multivariable-adjusted meta-analysis, participants in the highest quintile of PHDI score had a lower risk of incident cardiovascular disease than did those in the lowest quintile (hazard ratio [HR] 0·83 [95% CI 0·78-0·89]; p-trend <0·0001). When we examined cardiovascular disease subtypes, the highest quintile of PHDI was also associated with a lower risk of coronary heart disease (HR 0·81 [95% CI 0·74-0·88]; p-trend <0·0001) and total stroke (HR 0·86 [0·78-0·95]; p-trend=0·0004) compared with the lowest quintile., Interpretation: We found that adherence to the Planetary Health Diet, designed to be a more environmentally sustainable dietary pattern, was associated with a lower risk of cardiovascular disease in three large cohorts of men and women in the USA. These observations support the Planetary Health Diet as a promising strategy to promote both human and planetary health., Funding: National Institutes of Health., Competing Interests: Declaration of interests We declare no competing interests., (Copyright © 2024 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY-NC-ND 4.0 license. Published by Elsevier Ltd.. All rights reserved.)
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- 2024
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195. Correction: Discovery and validation of plasma, saliva and multi-fluid plasma-saliva metabolomic scores predicting insulin resistance and diabetes progression or regression among Puerto Rican adults.
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Haslam DE, Liang L, Guo K, Martínez-Lozano M, Pérez CM, Lee CH, Morou-Bermudez E, Clish C, Wong DTW, Manson JE, Hu FB, Stampfer MJ, Joshipura K, and Bhupathiraju SN
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- 2024
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196. Discovery and validation of plasma, saliva and multi-fluid plasma-saliva metabolomic scores predicting insulin resistance and diabetes progression or regression among Puerto Rican adults.
- Author
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Haslam DE, Liang L, Guo K, Martínez-Lozano M, Pérez CM, Lee CH, Morou-Bermudez E, Clish C, Wong DTW, Manson JE, Hu FB, Stampfer MJ, Joshipura K, and Bhupathiraju SN
- Subjects
- Humans, Male, Female, Middle Aged, Adult, Longitudinal Studies, Aged, Hispanic or Latino, Puerto Rico epidemiology, Saliva metabolism, Saliva chemistry, Insulin Resistance physiology, Diabetes Mellitus, Type 2 metabolism, Diabetes Mellitus, Type 2 blood, Diabetes Mellitus, Type 2 epidemiology, Prediabetic State metabolism, Prediabetic State blood, Metabolomics, Disease Progression
- Abstract
Aims/hypothesis: Many studies have examined the relationship between plasma metabolites and type 2 diabetes progression, but few have explored saliva and multi-fluid metabolites., Methods: We used LC/MS to measure plasma (n=1051) and saliva (n=635) metabolites among Puerto Rican adults from the San Juan Overweight Adults Longitudinal Study. We used elastic net regression to identify plasma, saliva and multi-fluid plasma-saliva metabolomic scores predicting baseline HOMA-IR in a training set (n=509) and validated these scores in a testing set (n=340). We used multivariable Cox proportional hazards models to estimate HRs for the association of baseline metabolomic scores predicting insulin resistance with incident type 2 diabetes (n=54) and prediabetes (characterised by impaired glucose tolerance, impaired fasting glucose and/or high HbA
1c ) (n=130) at 3 years, along with regression from prediabetes to normoglycaemia (n=122), adjusting for traditional diabetes-related risk factors., Results: Plasma, saliva and multi-fluid plasma-saliva metabolomic scores predicting insulin resistance included highly weighted metabolites from fructose, tyrosine, lipid and amino acid metabolism. Each SD increase in the plasma (HR 1.99 [95% CI 1.18, 3.38]; p=0.01) and multi-fluid (1.80 [1.06, 3.07]; p=0.03) metabolomic scores was associated with higher risk of type 2 diabetes. The saliva metabolomic score was associated with incident prediabetes (1.48 [1.17, 1.86]; p=0.001). All three metabolomic scores were significantly associated with lower likelihood of regressing from prediabetes to normoglycaemia in models adjusting for adiposity (HRs 0.72 for plasma, 0.78 for saliva and 0.72 for multi-fluid), but associations were attenuated when adjusting for lipid and glycaemic measures., Conclusions/interpretation: The plasma metabolomic score predicting insulin resistance was more strongly associated with incident type 2 diabetes than the saliva metabolomic score. Only the saliva metabolomic score was associated with incident prediabetes., (© 2024. The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature.)- Published
- 2024
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197. Saliva, Plasma, and Multifluid Metabolomic Signatures of Periodontal Disease, Type 2 Diabetes Progression, and Markers of Glycemia and Dyslipidemia Among Puerto Rican Adults With Overweight and Obesity.
- Author
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Wang Z, Haslam DE, Sawicki CM, Rivas-Tumanyan S, Hu FB, Liang L, Wong DTW, Joshipura KJ, and Bhupathiraju SN
- Subjects
- Humans, Male, Female, Middle Aged, Overweight blood, Overweight metabolism, Overweight complications, Blood Glucose metabolism, Blood Glucose analysis, Adult, Hispanic or Latino, Longitudinal Studies, Aged, Prospective Studies, Saliva metabolism, Saliva chemistry, Diabetes Mellitus, Type 2 blood, Diabetes Mellitus, Type 2 metabolism, Diabetes Mellitus, Type 2 diagnosis, Dyslipidemias blood, Dyslipidemias epidemiology, Dyslipidemias metabolism, Dyslipidemias diagnosis, Disease Progression, Biomarkers blood, Periodontal Diseases blood, Periodontal Diseases metabolism, Periodontal Diseases diagnosis, Periodontal Diseases epidemiology, Metabolomics methods, Obesity blood, Obesity metabolism, Obesity complications
- Abstract
Background: Evidence from cohort studies indicates a bidirectional relationship between periodontal disease and type 2 diabetes (T2D), but the underlying mechanisms remain unknown. In this study, we aimed to (1) identify saliva, plasma, and multifluid metabolomic signatures associated with periodontal disease and (2) determine if these signatures predict T2D progression and cardiometabolic biomarkers at year 3., Methods and Results: We included participants from the SOALS (San Juan Overweight Adult Longitudinal Study) (n=911). Metabolites from saliva (k=635) and plasma (k=1051) were quantified using liquid chromatography-mass spectrometry. We applied elastic net regression with 10-fold cross-validation to identify baseline metabolomic signatures of periodontal disease. Multivariable Cox proportional hazards regression and linear regression were used to evaluate the association with T2D progression and biomarker concentrations. Metabolomic profiles included highly weighted metabolites related to lysine and pyrimidine metabolism. Periodontal disease or its 3 metabolomic signatures were not associated with T2D progression in 3 years. Prospectively, 1-SD increments in the multifluid and saliva metabolomic signatures were associated with higher low-density lipoprotein (multifluid: 12.9±5.70, P =0.02; saliva: 13.3±5.11, P =0.009). A 1-SD increment in the plasma metabolomic signature was also associated with Homeostatic Model Assessment for Insulin Resistance (2.67±1.14, P =0.02) and triglyceride (0.52±0.18, P =0.002)., Conclusions: Although metabolomic signatures of periodontal disease could not predict T2D progression, they were associated with low-density lipoprotein, triglyceride, and Homeostatic Model Assessment for Insulin Resistance levels at year 3.
- Published
- 2024
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198. Branched-Chain and Aromatic Amino Acids, Type 2 Diabetes, and Cardiometabolic Risk Factors among Puerto Rican Adults.
- Author
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Rivas-Tumanyan S, Pacheco LS, Haslam DE, Morou-Bermudez E, Liang L, Tucker KL, Joshipura KJ, and Bhupathiraju SN
- Subjects
- Humans, Female, Male, Middle Aged, Adult, Longitudinal Studies, Puerto Rico epidemiology, Puerto Rico ethnology, Aged, Prevalence, Boston epidemiology, Incidence, Obesity epidemiology, Obesity ethnology, Diabetes Mellitus, Type 2 epidemiology, Diabetes Mellitus, Type 2 blood, Amino Acids, Branched-Chain blood, Amino Acids, Aromatic blood, Cardiometabolic Risk Factors, Hispanic or Latino statistics & numerical data
- Abstract
(1) Background: Branched-chain and aromatic amino acids (BCAAs/AAAs) have been considered as markers of type 2 diabetes (T2D); however, studies on associations between these metabolites and T2D and cardiometabolic traits in Hispanic populations are limited. The aim of this study was to examine the associations between baseline BCAAs (isoleucine, leucine, valine)/AAAs (phenylalanine, tyrosine) and prevalent and incident T2D, as well as baseline and longitudinal (2 year) changes in cardiometabolic traits (measures of glycemia, dyslipidemia, inflammation, and obesity) in two large cohorts of adults of Puerto Rican descent. (2) Methods: We included participants of the Boston Puerto Rican Health Study (BPRHS, n = 670) and San Juan Overweight Adult Longitudinal study (SOALS, n = 999) with available baseline metabolite and covariate data. T2D diagnosis was defined based on American Diabetes Association criteria. Multivariable logistic (for baseline T2D), Poisson (for incident T2D), and linear (for cardiometabolic traits) regression models were used; cohort-specific results were combined in the meta-analysis and adjusted for multiple comparisons. (3) Results: Higher baseline BCAAs were associated with higher odds of prevalent T2D (OR
1SD BCAA score = 1.46, 95% CI: 1.34-1.59, p < 0.0001) and higher risk of incident T2D (IRR1SD BCAA score = 1.24, 95% CI: 1.13-1.37, p < 0.0001). In multivariable longitudinal analysis, higher leucine and valine concentrations were associated with 2-year increase in insulin (beta1SD leucine = 0.37 mcU/mL, 95% CI: 0.11-0.63, p < 0.05; beta1SD valine = 0.43 mcU/mL, 95% CI: 0.17-0.68, p < 0.01). Tyrosine was a significant predictor of incident T2D (IRR = 1.31, 95% CI: 1.09-1.58, p < 0.05), as well as 2 year increases in HOMA-IR (beta1SD tyrosine = 0.13, 95% CI: 0.04-0.22, p < 0.05) and insulin concentrations (beta1SD tyrosine = 0.37 mcU/mL, 95% CI: 0.12-0.61, p < 0.05). (4) Conclusions: Our results confirmed the associations between BCAAs and prevalent and incident T2D, as well as concurrent measures of glycemia, dyslipidemia, and obesity, previously reported in predominantly White and Asian populations. Baseline leucine, valine, and tyrosine were predictors of 2 year increases in insulin, whereas tyrosine was a significant predictor of deteriorating insulin resistance over time. Our study suggests that BCAAs and tyrosine could serve as early markers of future glycemic changes in Puerto Ricans.- Published
- 2024
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199. Metabolite Profiles of Plant-Based Diets and Cardiometabolic Risk in the Mediators of Atherosclerosis in South Asians Living in America Study.
- Author
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Sawicki CM, Ren Y, Kanaya AM, Kandula N, Gadgil M, Liang L, Haslam DE, and Bhupathiraju SN
- Subjects
- Aged, Female, Humans, Male, Middle Aged, Cohort Studies, Cross-Sectional Studies, Diabetes Mellitus, Type 2, United States, Asian, Asia, Southern ethnology, Aged, 80 and over, Atherosclerosis, Cardiometabolic Risk Factors, Diet, Plant-Based, Metabolomics
- Abstract
Background: Healthy plant-based diets have been associated with lower risk of type 2 diabetes (T2D). Metabolomics can be leveraged to identify potential pathways through which diet influences disease risk., Objectives: This study aimed to identify profiles of serum metabolites reflective of plant-based diets of varying quality and examine associations with cardiometabolic risk and T2D., Methods: We included data from 687 participants of the Mediators of Atherosclerosis in South Asians Living in America (MASALA) cohort. An overall plant-based diet index (PDI), healthy PDI (hPDI), and unhealthy PDI (uPDI) were estimated from food frequency questionnaires. Serum metabolites were assayed using ultraperformance liquid chromatography mass spectrometry. Elastic net regression was used to identify sets of metabolites predictive of each diet index, and metabolite profile scores were calculated as the weighted sum of the selected metabolites. Cross-sectional associations between metabolite profile scores and cardiometabolic measures and prospective associations with incident T2D were evaluated with multivariable-adjusted linear and logistic regressions., Results: Metabolite profiles for PDI, hPDI, and uPDI consisted of n = 51, 55, and 45 metabolites, respectively. Metabolites strongly positively correlated with diet indices included phosphatidylcholine (16:0/18:3) for PDI, phosphatidylethanolamine (20:1/20:4) and pantothenate for hPDI, and lysophosphatidylglycerol (18:2/0:0), proline, and lauric acid for uPDI. Higher metabolite profile scores for PDI and hPDI were associated with lower glycemia and lipids measures, whereas a higher uPDI metabolite score was associated with higher triglycerides and lower low density lipoprotein cholesterol and high density lipoprotein cholesterol. A higher metabolite score for hPDI was additionally associated with lower adiposity measures, higher liver fat attenuation, higher adiponectin, lower odds of overweight (odds ratio [OR]: 0.64; 95% confidence interval [CI]: 0.51, 0.81) and obesity (OR: 0.59; 95% CI: 0.48, 0.74), and lower odds of incident T2D (OR: 0.66; 95% CI: 0.45, 0.97)., Conclusions: Metabolite profiles of different plant-based diets were identified. Metabolite profiles of overall and healthy plant-based diets were associated with favorable cardiometabolic risk profiles., (Copyright © 2024 American Society for Nutrition. Published by Elsevier Inc. All rights reserved.)
- Published
- 2024
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- View/download PDF
200. Acylcarnitines are associated with lower depressive symptomatology in a mainland puerto rican cohort.
- Author
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Palacios N, Bhupathiraju SN, Kelly RS, Lee JS, Ordovas JM, and Tucker KL
- Subjects
- Humans, Female, Male, Middle Aged, Aged, Puerto Rico, Cohort Studies, Hispanic or Latino, Boston epidemiology, Carnitine analogs & derivatives, Carnitine blood, Carnitine metabolism, Depression blood, Depression metabolism, Metabolomics methods
- Abstract
Introduction: Recent studies have implicated acetyl-L-carnitine as well as other acylcarnitines in depression. To our knowledge, no untargeted metabolomics studies have been conducted among US mainland Puerto Ricans., Objectives: We conducted untargeted metabolomic profiling on plasma from 736 participants of the Boston Puerto Rican Health Study., Methods: Using Weighted Gene Co-expression Network Analysis, we identified metabolite modules associated with depressive symptomatology, assessed via the Center for Epidemiologic Studies Depression scale. We identified metabolites contributing to these modules and assessed the relationship between these metabolites and depressive symptomatology., Results: 621 annotated metabolites clustered into eight metabolite modules, of which one, the acylcarnitine module, was significantly inversely associated with depressive symptomatology (β = - 27.7 (95% CI (- 54.5-0.8); p = 0.043). Several metabolite hub features in the acylcarnitine module were significantly associated with depressive symptomatology, after correction for multiple comparisons., Conclusions: In this untargeted plasma metabolomics study among mainland Puerto Rican older adults, acylcarnitines, as a metabolite module were inversely associated with depressive symptomatology., (© 2024. The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.)
- Published
- 2024
- Full Text
- View/download PDF
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