Mediators of the Effect of Body Mass Index on Coronary Heart Disease Decomposing Direct and Indirect Effects

被引:36
作者
Lu, Yuan [1 ]
Hajifathalian, Kaveh [1 ]
Rimm, Eric B. [2 ,3 ,4 ]
Ezzati, Majid [5 ]
Danaei, Goodarz [1 ,3 ]
机构
[1] Harvard Univ, Sch Publ Hlth, Dept Global Hlth & Populat, Boston, MA 02115 USA
[2] Harvard Univ, Brigham & Womens Hosp, Sch Med, Channing Div Network Med, Boston, MA 02115 USA
[3] Harvard Univ, Sch Publ Hlth, Dept Epidemiol, Boston, MA 02115 USA
[4] Harvard Univ, Sch Publ Hlth, Dept Nutr, Boston, MA 02115 USA
[5] Univ London Imperial Coll Sci Technol & Med, Sch Publ Hlth, MRC PHE Ctr Environm & Hlth, London, England
基金
英国医学研究理事会;
关键词
CARDIOVASCULAR-DISEASE; BLOOD-PRESSURE; MYOCARDIAL-INFARCTION; ABDOMINAL ADIPOSITY; MEASUREMENT ERROR; PRIMARY-CARE; RISK-FACTOR; OBESITY; ASSOCIATION; OVERWEIGHT;
D O I
10.1097/EDE.0000000000000234
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Background: The prevalence of overweight and obesity is rising globally and together they constitute a major risk factor for coronary heart disease (CHD). Previous estimates of direct effects of high body mass index (BMI) on CHD did not consider an interaction between BMI and its mediators and did not include inflammatory biomarkers as potential mediators. Methods: We analyzed data from 9 prospective cohort studies with 58,322 participants and 9,459 CHD events and decomposed the total effects into natural direct and indirect effects using a 2-stage regression model. We examined overweight (BMI = 25 to <30 kg/m(2)) separately. We pooled hazard ratios using random-effects models and calculated the percentages of excess relative risk mediated by blood pressure, cholesterol, glucose, fibrinogen and high-sensitive C-reactive protein. Results: There was no interaction between BMI and its mediators in the multiplicative scale (P < 0.05 for all). Blood pressure was the most important mediator. The percentage of excess relative risk of overweight (versus normal BMI, 20 to <25 kg/m(2)) mediated was 28% for blood pressure, 10% for blood glucose, and 14% for cholesterol. The same percentages for obesity were 37% for blood pressure, 17% for blood glucose, and 6% for cholesterol. The percentage mediated through all three metabolic risk factors together was 47% (95% confidence interval = 33%-63%) for overweight and 52% (38%-68%) for obesity. Fibrinogen mediated 6% to 9% and high-sensitive C-reactive protein mediated 6% to 8% of the excess relative risk for overweight and obese participants. Conclusions: Metabolic mediators explain about half of the adverse effects of high BMI on CHD. The role of inflammatory and prothrombotic biomarkers is much smaller than that of metabolic factors.
引用
收藏
页码:153 / 162
页数:10
相关论文
共 47 条
[1]  
[Anonymous], DIABETES
[2]  
[Anonymous], HDB MODERNS STAT MET
[3]   Inflammation, endothelial dysfunction, and the risk of high blood pressure: epidemiologic and biological evidence [J].
Bautista, LE .
JOURNAL OF HUMAN HYPERTENSION, 2003, 17 (04) :223-230
[4]   Diabetes and atherosclerosis - Epidemiology, pathophysiology, and management [J].
Beckman, JA ;
Creager, MA ;
Libby, P .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2002, 287 (19) :2570-2581
[5]   Association of overweight with increased risk of coronary heart disease partly independent of blood pressure and cholesterol levels - A meta-analysis of 21 cohort studies including more than 300,000 persons [J].
Bogers, Rik P. ;
Bemelmans, Wanda J. E. ;
Hoogenveen, Rudolf T. ;
Boshuizen, Hendriek C. ;
Woodward, Mark ;
Knekt, Paul ;
van Dam, Rob M. ;
Hu, Frank B. ;
Visscher, Tommy L. S. ;
Menotti, Alessandro ;
Thorpe, Roland J., Jr. ;
Jamrozik, Konrad ;
Calling, Susanna ;
Strand, Bjorn Heine ;
Shipley, Martin J. .
ARCHIVES OF INTERNAL MEDICINE, 2007, 167 (16) :1720-1728
[6]   Prevalence and management of coronary heart disease in primary care: population-based cross-sectional study using a disease register [J].
Carroll, K ;
Majeed, A ;
Firth, C ;
Gray, J .
JOURNAL OF PUBLIC HEALTH MEDICINE, 2003, 25 (01) :29-35
[7]   National, regional, and global trends in systolic blood pressure since 1980: systematic analysis of health examination surveys and epidemiological studies with 786 country-years and 5.4 million participants [J].
Danaei, Goodarz ;
Finucane, Mariel M. ;
Lin, John K. ;
Singh, Gitanjali M. ;
Paciorek, Christopher J. ;
Cowan, Melanie J. ;
Farzadfar, Farshad ;
Stevens, Gretchen A. ;
Lim, Stephen S. ;
Riley, Leanne M. ;
Ezzati, Majid ;
Abdeen, Ziad ;
Agyemang, Charles ;
Al Nsour, Mohannad ;
Ali, Mohamed M. ;
Ambady, Ramachandran ;
Babu, Bontha V. ;
Barbagallo, Carlo M. ;
Barcelo, Alberto ;
Barreto, Sandhi M. ;
Barros, Henrique ;
Bautista, Leonelo E. ;
Bjerregaard, Peter ;
Bjoerkelund, Cecilia ;
Bo, Simona ;
Bobak, Martin ;
Bonora, Enzo ;
Botana, Manuel A. ;
Bovet, Pascal ;
Breckenkamp, Juergen ;
Breteler, Monique M. ;
Broda, Grazyna ;
Brown, Ian J. ;
Bursztyn, Michael ;
de Leon, Antonio Cabrera ;
Casiglia, Edoardo ;
Castetbon, Katia ;
Chatterji, Somnath ;
Chen, Zhengming ;
Chen, Chien-Jen ;
Chua, Lily ;
Cifkova, Renata ;
Cobiac, Linda J. ;
Cooper, Richard S. ;
Dankner, Rachel S. ;
Dong, Guang-Hui ;
Elliott, Paul ;
Erem, Cihangir ;
Esteghamati, Alireza ;
Fan, Jian-Gao .
LANCET, 2011, 377 (9765) :568-577
[8]   The interactions between inflammation and coagulation [J].
Esmon, CT .
BRITISH JOURNAL OF HAEMATOLOGY, 2005, 131 (04) :417-430
[9]   National, regional, and global trends in serum total cholesterol since 1980: systematic analysis of health examination surveys and epidemiological studies with 321 country-years and 3.0 million participants [J].
Farzadfar, Farshad ;
Finucane, Mariel M. ;
Danaei, Goodarz ;
Pelizzari, Pamela M. ;
Cowan, Melanie J. ;
Paciorek, Christopher J. ;
Singh, Gitanjali M. ;
Lin, John K. ;
Stevens, Gretchen A. ;
Riley, Leanne M. ;
Ezzati, Majid .
LANCET, 2011, 377 (9765) :578-586
[10]   The relation of body fat mass and distribution to markers of chronic inflammation [J].
Festa, A ;
D'Agostino, R ;
Williams, K ;
Karter, AJ ;
Mayer-Davis, EJ ;
Tracy, RP ;
Haffner, SM .
INTERNATIONAL JOURNAL OF OBESITY, 2001, 25 (10) :1407-1415