Usefulness of Mendelian Randomization in Observational Epidemiology

被引:62
作者
Bochud, Murielle [1 ]
Rousson, Valentin [1 ]
机构
[1] Univ Inst Social & Prevent Med, CH-1005 Lausanne, Switzerland
来源
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH | 2010年 / 7卷 / 03期
关键词
genetic epidemiology; causality; observational studies; instrumental variables; CORONARY-HEART-DISEASE; C-REACTIVE PROTEIN; HORMONE-BINDING GLOBULIN; STRUCTURAL MEAN MODELS; SERUM CONCENTRATIONS; CARDIOVASCULAR RISK; METABOLIC SYNDROME; CAUSAL INFERENCE; CONTROLLED TRIAL; YOUNG FINNS;
D O I
10.3390/ijerph7030711
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Mendelian randomization refers to the random allocation of alleles at the time of gamete formation. In observational epidemiology, this refers to the use of genetic variants to estimate a causal effect between a modifiable risk factor and an outcome of interest. In this review, we recall the principles of a. Mendelian randomization. approach in observational epidemiology, which is based on the technique of instrumental variables; we provide simulations and an example based on real data to demonstrate its implications; we present the results of a systematic search on original articles having used this approach; and we discuss some limitations of this approach in view of what has been found so far.
引用
收藏
页码:711 / 728
页数:18
相关论文
共 67 条
[31]   The Association of C-Reactive Protein and CRP Genotype with Coronary Heart Disease: Findings from Five Studies with 4,610 Cases amongst 18,637 Participants [J].
Lawlor, Debbie A. ;
Harbord, Roger M. ;
Timpson, Nic J. ;
Lowe, Gordon D. O. ;
Rumley, Ann ;
Gaunt, Tom R. ;
Baker, Ian ;
Yarnell, John W. G. ;
Kivimaeki, Mika ;
Kumari, Meena ;
Norman, Paul E. ;
Jamrozik, Konrad ;
Hankey, Graeme J. ;
Almeida, Osvaldo P. ;
Flicker, Leon ;
Warrington, Nicole ;
Marmot, Michael G. ;
Ben-Shlomo, Yoav ;
Palmer, Lyle J. ;
Day, Ian N. M. ;
Ebrahim, Shah ;
Smith, George Davey .
PLOS ONE, 2008, 3 (08)
[32]   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
[33]   Alcohol, ALDH2, and esophageal cancer: A meta-analysis which illustrates the potentials and limitations of a Mendelian randomization approach [J].
Lewis, SJ ;
Smith, GD .
CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION, 2005, 14 (08) :1967-1971
[34]   Relation of Age-related Cataract With Obesity and Obesity Genes in an Asian Population [J].
Lim, Laurence S. ;
Tai, E-Shyong ;
Aung, Tin ;
Tay, Wan Ting ;
Saw, Seang Mei ;
Seielstad, Mark ;
Wong, Tien Yin .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2009, 169 (10) :1267-1274
[35]   Lifelong Reduction of LDL-Cholesterol Related to a Common Variant in the LDL-Receptor Gene Decreases the Risk of Coronary Artery Disease-A Mendelian Randomisation Study [J].
Linsel-Nitschke, Patrick ;
Goetz, Anika ;
Erdmann, Jeanette ;
Braenne, Ingrid ;
Braund, Peter ;
Hengstenberg, Christian ;
Stark, Klaus ;
Fischer, Marcus ;
Schreiber, Stefan ;
El Mokhtari, Nour Eddine ;
Schaefer, Arne ;
Schrezenmeier, Juergen ;
Rubin, Diana ;
Hinney, Anke ;
Reinehr, Thomas ;
Roth, Christian ;
Ortlepp, Jan ;
Hanrath, Peter ;
Hall, Alistair S. ;
Mangino, Massimo ;
Lieb, Wolfgang ;
Lamina, Claudia ;
Heid, Iris M. ;
Doering, Angela ;
Gieger, Christian ;
Peters, Annette ;
Meitinger, Thomas ;
Wichmann, H. -Erich ;
Koenig, Inke R. ;
Ziegler, Andreas ;
Kronenberg, Florian ;
Samani, Nilesh J. ;
Schunkert, Heribert .
PLOS ONE, 2008, 3 (08)
[36]   An integrated approach to the meta-analysis of genetic association studies using Mendelian randomization [J].
Minelli, C ;
Thompson, JR ;
Tobin, MD ;
Abrams, KR .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2004, 160 (05) :445-452
[37]   THE DISTRIBUTION OF THE INSTRUMENTAL VARIABLES ESTIMATOR AND ITS T-RATIO WHEN THE INSTRUMENT IS A POOR ONE [J].
NELSON, CR ;
STARTZ, R .
JOURNAL OF BUSINESS, 1990, 63 (01) :S125-S140
[38]   Genetic predisposition for adult lactose intolerance and relation to diet, bone density, and bone fractures [J].
Obermayer-Pietsch, BM ;
Bonelli, CM ;
Walter, DE ;
Kuhn, RJ ;
Fahrleitner-Pammer, A ;
Berghold, A ;
Goessler, W ;
Stepan, V ;
Dobnig, H ;
Leb, G ;
Renner, W .
JOURNAL OF BONE AND MINERAL RESEARCH, 2004, 19 (01) :42-47
[39]   Vitamin C and risk of coronary heart disease in women [J].
Osganian, SK ;
Stampfer, MJ ;
Rimm, E ;
Spiegelman, D ;
Hu, FB ;
Manson, JE ;
Willett, WC .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2003, 42 (02) :246-252
[40]   Adjusting for bias and unmeasured confounding in Mendelian randomization studies with binary responses [J].
Palmer, Tom M. ;
Thompson, John R. ;
Tobin, Martin D. ;
Sheehan, Nuala A. ;
Burton, Paul R. .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2008, 37 (05) :1161-1168