Remnant Cholesterol, Low-Density Lipoprotein Cholesterol, and Blood Pressure as Mediators From Obesity to Ischemic Heart Disease

被引:130
作者
Varbo, Anette [1 ,2 ,3 ]
Benn, Marianne [2 ,3 ,4 ]
Smith, George Davey [5 ,6 ]
Timpson, Nicholas J. [5 ,6 ]
Tybjaerg-Hansen, Anne [2 ,3 ,7 ,8 ]
Nordestgaard, Borge G. [1 ,2 ,3 ,7 ]
机构
[1] Copenhagen Univ Hosp, Herlev Hosp, Dept Clin Biochem, DK-2730 Herlev, Denmark
[2] Copenhagen Univ Hosp, Herlev Hosp, Copenhagen Gen Populat Study, DK-2730 Herlev, Denmark
[3] Univ Copenhagen, Fac Hlth & Med Sci, DK-1168 Copenhagen, Denmark
[4] Copenhagen Univ Hosp, Gentofte Hosp, Dept Clin Biochem, Hellerup, Denmark
[5] Oakfield House, MRC Integrat Epidemiol Unit, Oakfield Grove, NE USA
[6] Univ Bristol, Sch Social & Community Med, Bristol BS8 1TH, Avon, England
[7] Copenhagen Univ Hosp, Frederiksberg Hosp, Copenhagen City Heart Study, Frederiksberg, Denmark
[8] Copenhagen Univ Hosp, Rigshosp, Dept Clin Biochem, Copenhagen, Denmark
关键词
cardiovascular diseases; genetics; lipoproteins; Mendelian randomization analysis; myocardial ischemia; obesity; risk factors; triglycerides; BODY-MASS INDEX; GENETICALLY HYPERLIPIDEMIC RABBITS; C-REACTIVE PROTEIN; MENDELIAN RANDOMIZATION; MYOCARDIAL-INFARCTION; NONFASTING TRIGLYCERIDES; ARTERIAL INTIMA; IN-VIVO; RISK; ASSOCIATION;
D O I
10.1161/CIRCRESAHA.116.304846
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Rationale: Obesity leads to increased ischemic heart disease (IHD) risk, but the risk is thought to be mediated through intermediate variables and may not be caused by increased weight per se. Objective: To test the hypothesis that the increased IHD risk because of obesity is mediated through lipoproteins, blood pressure, glucose, and C-reactive protein. Methods and Results: Approximately 90 000 participants from Copenhagen were included in a Mendelian randomization design with mediation analyses. Associations were examined using conventional measurements of body mass index and intermediate variables and using genetic variants associated with these. During <= 22 years of follow-up 13 945 participants developed IHD. The increased IHD risk caused by obesity was partly mediated through elevated levels of nonfasting remnant cholesterol and low-density lipoprotein cholesterol, through elevated blood pressure, and possibly also through elevated nonfasting glucose levels; however, reduced high-density lipoprotein cholesterol and elevated C-reactive protein levels were not mediators in genetic analyses. The 3 intermediate variables that explained the highest excess risk of IHD from genetically determined obesity were low-density lipoprotein cholesterol with 8%, systolic blood pressure with 7%, and remnant cholesterol with 7% excess risk of IHD. Corresponding observational excess risks using conventional body mass index were 21%, 11%, and 20%, respectively. Conclusions: The increased IHD risk because of obesity was partly mediated through elevated levels of nonfasting remnant and low-density lipoprotein cholesterol and through elevated blood pressure. Our results suggest that there may be benefit to gain by reducing levels of these risk factors in obese individuals not able to achieve sustained weight loss.
引用
收藏
页码:665 / 673
页数:9
相关论文
共 28 条
[1]   Hepatic lipase mutations, elevated high-density lipoprotein cholesterol, and increased risk of ischemic heart disease -: The Copenhagen City Heart Study [J].
Andersen, RV ;
Wittrup, HH ;
Tybærg-Hansen, A ;
Steffensen, R ;
Schnohr, P ;
Nordestgaard, BG .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2003, 41 (11) :1972-1982
[2]   Nonfasting Glucose, Ischemic Heart Disease, and Myocardial Infarction A Mendelian Randomization Study [J].
Benn, Marianne ;
Tybjaerg-Hansen, Anne ;
McCarthy, Mark I. ;
Jensen, Gorm B. ;
Grande, Peer ;
Nordestgaard, Borge G. .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2012, 59 (25) :2356-2365
[3]   PCSK9 R46L, Low-Density Lipoprotein Cholesterol Levels, and Risk of Ischemic Heart Disease 3 Independent Studies and Meta-Analyses [J].
Benn, Marianne ;
Nordestgaard, Borge G. ;
Grande, Peer ;
Schnohr, Peter ;
Tybjaerg-Hansen, Anne .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2010, 55 (25) :2833-2842
[4]   Strengthening causal inference in cardiovascular epidemiology through Mendelian randomization [J].
Davey Smith, George ;
Timpson, Nic ;
Ebrahim, Shah .
ANNALS OF MEDICINE, 2008, 40 (07) :524-541
[5]   Genetic variants in novel pathways influence blood pressure and cardiovascular disease risk [J].
Ehret, Georg B. ;
Munroe, Patricia B. ;
Rice, Kenneth M. ;
Bochud, Murielle ;
Johnson, Andrew D. ;
Chasman, Daniel I. ;
Smith, Albert V. ;
Tobin, Martin D. ;
Verwoert, Germaine C. ;
Hwang, Shih-Jen ;
Pihur, Vasyl ;
Vollenweider, Peter ;
O'Reilly, Paul F. ;
Amin, Najaf ;
Bragg-Gresham, Jennifer L. ;
Teumer, Alexander ;
Glazer, Nicole L. ;
Launer, Lenore ;
Zhao, Jing Hua ;
Aulchenko, Yurii ;
Heath, Simon ;
Sober, Siim ;
Parsa, Afshin ;
Luan, Jian'an ;
Arora, Pankaj ;
Dehghan, Abbas ;
Zhang, Feng ;
Lucas, Gavin ;
Hicks, Andrew A. ;
Jackson, Anne U. ;
Peden, John F. ;
Tanaka, Toshiko ;
Wild, Sarah H. ;
Rudan, Igor ;
Igl, Wilmar ;
Milaneschi, Yuri ;
Parker, Alex N. ;
Fava, Cristiano ;
Chambers, John C. ;
Fox, Ervin R. ;
Kumari, Meena ;
Go, Min Jin ;
van der Harst, Pim ;
Kao, Wen Hong Linda ;
Sjogren, Marketa ;
Vinay, D. G. ;
Alexander, Myriam ;
Tabara, Yasuharu ;
Shaw-Hawkins, Sue ;
Whincup, Peter H. .
NATURE, 2011, 478 (7367) :103-109
[6]   The Role of Adiposity in Cardiometabolic Traits: A Mendelian Randomization Analysis [J].
Fall, Tove ;
Hagg, Sara ;
Maegi, Reedik ;
Ploner, Alexander ;
Fischer, Krista ;
Horikoshi, Momoko ;
Sarin, Antti-Pekka ;
Thorleifsson, Gudmar ;
Ladenvall, Claes ;
Kals, Mart ;
Kuningas, Maris ;
Draisma, Harmen H. M. ;
Ried, Janina S. ;
van Zuydam, Natalie R. ;
Huikari, Ville ;
Mangino, Massimo ;
Sonestedt, Emily ;
Benyamin, Beben ;
Nelson, Christopher P. ;
Rivera, Natalia V. ;
Kristiansson, Kati ;
Shen, Huei-yi ;
Havulinna, Aki S. ;
Dehghan, Abbas ;
Donnelly, Louise A. ;
Kaakinen, Marika ;
Nuotio, Marja-Liisa ;
Robertson, Neil ;
de Bruijn, Renee F. A. G. ;
Ikram, M. Arfan ;
Amin, Najaf ;
Balmforth, Anthony J. ;
Braund, Peter S. ;
Doney, Alexander S. F. ;
Doering, Angela ;
Elliott, Paul ;
Esko, Tonu ;
Franco, Oscar H. ;
Gretarsdottir, Solveig ;
Hartikainen, Anna-Liisa ;
Heikkila, Kauko ;
Herzig, Karl-Heinz ;
Holm, Hilma ;
Hottenga, Jouke Jan ;
Hypponen, Elina ;
Illig, Thomas ;
Isaacs, Aaron ;
Isomaa, Bo ;
Karssen, Lennart C. ;
Kettunen, Johannes .
PLOS MEDICINE, 2013, 10 (06)
[7]   Association of loss-of-function mutations in the ABCA1 gene with high-density lipoprotein cholesterol levels and risk of ischemic heart disease [J].
Frikke-Schmidt, Ruth ;
Nordestgaard, Borge G. ;
Stene, Maria C. A. ;
Sethi, Amar A. ;
Remaley, Alan T. ;
Schnohr, Peter ;
Grande, Peer ;
Tybjaerg-Hansen, Anne .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2008, 299 (21) :2524-2532
[8]   Genetically elevated non-fasting triglycerides and calculated remnant cholesterol as causal risk factors for myocardial infarction [J].
Jorgensen, Anders Berg ;
Frikke-Schmidt, Ruth ;
West, Anders Sode ;
Grande, Peer ;
Nordestgaard, Borge G. ;
Tybjaerg-Hansen, Anne .
EUROPEAN HEART JOURNAL, 2013, 34 (24) :1826-+
[9]   Mendelian randomization: Using genes as instruments for making causal inferences in epidemiology [J].
Lawlor, Debbie A. ;
Harbord, Roger M. ;
Sterne, Jonathan A. C. ;
Timpson, Nic ;
Smith, George Davey .
STATISTICS IN MEDICINE, 2008, 27 (08) :1133-1163
[10]   Mediation analysis [J].
MacKinnon, David P. ;
Fairchild, Amanda J. ;
Fritz, Matthew S. .
ANNUAL REVIEW OF PSYCHOLOGY, 2007, 58 :593-614