Body mass index mediates the effect of the DASH diet on hypertension: Common metabolites underlying the association

被引:10
作者
Louca, Panayiotis [1 ]
Nogal, Ana [1 ]
Mompeo, Olatz [1 ]
Christofidou, Paraskevi [1 ]
Gibson, Rachel [2 ]
Spector, Tim D. [1 ]
Berry, Sarah E. [2 ]
Valdes, Ana M. [1 ,3 ]
Mangino, Massimo [1 ,4 ]
Menni, Cristina [1 ]
机构
[1] Kings Coll London, Dept Twin Res, St Thomas Hosp Campus,Westminster Bridge Rd, London SE1 7EH, England
[2] Kings Coll London, Dept Nutr Sci, London, England
[3] Univ Nottingham, Nottingham City Hosp, Acad Rheumatol Clin Sci Bldg, Nottingham, England
[4] NIHR Biomed Res Ctr Guys & St Thomas Fdn Trust, London, England
基金
英国惠康基金; 欧盟地平线“2020”; 英国医学研究理事会;
关键词
BMI; DASH; hypertension; mediation; metabolomics; BLOOD-PRESSURE; OXIDATIVE STRESS; METAANALYSIS; WEIGHT; RISK; OBESITY; CANCER; LIPIDS; FAT;
D O I
10.1111/jhn.12956
中图分类号
R15 [营养卫生、食品卫生]; TS201 [基础科学];
学科分类号
100403 ;
摘要
Background The Dietary Approaches to Stop Hypertension (DASH) diet is beneficial in reducing blood pressure; however, this may be a consequence of concurrent weight reduction. In the present study, we investigated whether body mass index (BMI) mediates the association between the DASH diet and hypertension and investigate common metabolic pathways. Methods We included 2424 females from the cross-sectional TwinsUK cohort, with blood pressure, BMI and dietary intake measured within 1.01 (SD = 0.68) years and serum metabolomics profiling (591 metabolites). We constructed a mediation model to test the mediation effects of BMI on the total effect of the DASH diet on hypertension. To identify a metabolite panel associated with the DASH diet and BMI, we built random forest models for each trait, and selected the common metabolic contributors using five-fold cross-validation error. Results We found that BMI fully mediates the association between the DASH diet and hypertension, explaining 39.1% of the variance in hypertension. We then identified a panel of six common metabolites predicting both the DASH diet and BMI with opposing effects. Interestingly, at the univariate level, the metabolites were also associated with hypertension in the same direction as BMI. The strongest feature, 1-nonadecanoyl-GPC (19:0), was positively associated with the DASH diet (beta [SE] = 0.65 [0.12]) and negatively with BMI (beta [SE] = -1.34 [0.12]) and hypertension (odds ratio = 0.71, 95% confidence interval = 0.6-0.84). Conclusions We highlight the role of BMI in the mechanisms by which the DASH diet influences hypertension and also highlight common metabolic pathways. Further studies should investigate the underlying molecular mechanisms to increase our understanding of the beneficial ways of treating hypertension.
引用
收藏
页码:214 / 222
页数:9
相关论文
共 47 条
[1]   Perspective: The Application of A Priori Diet Quality Scores to Cardiovascular Disease Risk-A Critical Evaluation of Current Scoring Systems [J].
Aljuraiban, Ghadeer S. ;
Gibson, Rachel ;
Griep, Linda M. Oude ;
Okuda, Nagako ;
Steffen, Lyn M. ;
Van Horn, Linda ;
Chan, Queenie .
ADVANCES IN NUTRITION, 2020, 11 (01) :10-24
[2]   A clinical trial of the effects of dietary patterns on blood pressure [J].
Appel, LJ ;
Moore, TJ ;
Obarzanek, E ;
Vollmer, WM ;
Svetkey, LP ;
Sacks, FM ;
Bray, GA ;
Vogt, TM ;
Cutler, JA ;
Windhauser, MM ;
Lin, PH ;
Karanja, N .
NEW ENGLAND JOURNAL OF MEDICINE, 1997, 336 (16) :1117-1124
[3]   Effects of protein, monounsaturated fat, and carbohydrate intake on blood pressure and serum lipids - Results of the OmniHeart randomized trial [J].
Appel, LJ ;
Sacks, FM ;
Carey, VJ ;
Obarzanek, E ;
Swain, JF ;
Miller, ER ;
Conlin, PR ;
Erlinger, TP ;
Rosner, BA ;
Laranjo, NM ;
Charleston, J ;
McCarron, P ;
Bishop, LM .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2005, 294 (19) :2455-2464
[4]   The unmapped chemical complexity of our diet [J].
Barabasi, Albert-Laszlo ;
Menichetti, Giulia ;
Loscalzo, Joseph .
NATURE FOOD, 2020, 1 (01) :33-37
[5]   Fitting Linear Mixed-Effects Models Using lme4 [J].
Bates, Douglas ;
Maechler, Martin ;
Bolker, Benjamin M. ;
Walker, Steven C. .
JOURNAL OF STATISTICAL SOFTWARE, 2015, 67 (01) :1-48
[6]   Dietary Approaches to Prevent Hypertension [J].
Bazzano, Lydia A. ;
Green, Torrance ;
Harrison, Teresa N. ;
Reynolds, Kristi .
CURRENT HYPERTENSION REPORTS, 2013, 15 (06) :694-702
[7]   Validation of dietary assessment methods in the UK arm of EPIC using weighed records, and 24-hour urinary nitrogen and potassium and serum vitamin C and carotenoids as biomarkers [J].
Bingham, SA ;
Gill, C ;
Welch, A ;
Cassidy, A ;
Runswick, SA ;
Oakes, S ;
Lubin, R ;
Thurnham, DI ;
Key, TJA ;
Roe, L ;
Khaw, KT ;
Day, NE .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 1997, 26 :S137-S151
[8]   Nutritional methods in the European prospective investigation of cancer in Norfolk [J].
Bingham, SA ;
Welch, AA ;
McTaggart, A ;
Mulligan, AA ;
Runswick, SA ;
Luben, R ;
Oakes, S ;
Khaw, KT ;
Wareham, N ;
Day, NE .
PUBLIC HEALTH NUTRITION, 2001, 4 (03) :847-858
[9]   Effects of the DASH Diet Alone and in Combination With Exercise and Weight Loss on Blood Pressure and Cardiovascular Biomarkers in Men and Women With High Blood Pressure The ENCORE Study [J].
Blumenthal, James A. ;
Babyak, Michael A. ;
Hinderliter, Alan ;
Watkins, Lana L. ;
Craighead, Linda ;
Lin, Pao-Hwa ;
Caccia, Carla ;
Johnson, Julie ;
Waugh, Robert ;
Sherwood, Andrew .
ARCHIVES OF INTERNAL MEDICINE, 2010, 170 (02) :126-135
[10]   Evidence for the Universal Blood Pressure Goal of <130/80 mm Hg Is Strong Controversies in Hypertension-Pro Side of the Argument [J].
Carey, Robert M. ;
Whelton, Paul K. .
HYPERTENSION, 2020, 76 (05) :1384-1390