» Articles » PMID: 27460712

Body Mass Index: Has Epidemiology Started to Break Down Causal Contributions to Health and Disease?

Overview
Date 2016 Jul 28
PMID 27460712
Citations 8
Authors
Affiliations
Soon will be listed here.
Abstract

Objectives: To review progress in understanding the methods and results concerning the causal contribution of body mass index (BMI) to health and disease.

Methods: In the context of conventional evidence focused on the relationship between BMI and health, this review considers current literature on the common, population-based, genetic contribution to BMI and how this has fed into the developing field of applied epidemiology.

Results: Technological and analytical developments have driven considerable success in identifying genetic variants relevant to BMI. This has enabled the implementation of Mendelian randomization to address questions of causality. The product of this work has been the implication of BMI as a causal agent in a host of health outcomes. Further breakdown of causal pathways by integration with other "omics" technologies promises to deliver additional benefit.

Conclusions: Gaps remain in our understanding of BMI as a risk factor for health and disease, and while promising, applied genetic epidemiology should be considered alongside alternative methods for assessing the impact of BMI on health. Potential limitations, relating to inappropriate or nonspecific measures of obesity and the improper use of genetic instruments, will need to be explored and incorporated into future research aiming to dissect BMI as a risk factor.

Citing Articles

Revising BMI Cut-Off Points for Overweight and Obesity in Male Athletes: An Analysis Based on Multivariable Model-Building.

Milanese C, Itani L, Cavedon V, Saadeddine D, Raggi S, Berri E Nutrients. 2025; 17(5).

PMID: 40077778 PMC: 11902134. DOI: 10.3390/nu17050908.


A multivariant recall-by-genotype study of the metabolomic signature of BMI.

Fang S, Wade K, Hughes D, FitzGibbon S, Yip V, Timpson N Obesity (Silver Spring). 2022; 30(6):1298-1310.

PMID: 35598895 PMC: 9324973. DOI: 10.1002/oby.23441.


Metabolic disorders and the risk of head and neck cancer: a protocol for a systematic review and meta-analysis.

Gormley A, Richards C, Spiga F, Gray E, Hooper J, Main B BMJ Open. 2022; 12(5):e058392.

PMID: 35508337 PMC: 9073393. DOI: 10.1136/bmjopen-2021-058392.


Melanocortin-4 receptor complexity in energy homeostasis,obesity and drug development strategies.

Fatima M, Ahmed I, Fakhro K, Al-Shabeeb Akil A Diabetes Obes Metab. 2021; 24(4):583-598.

PMID: 34882941 PMC: 9302617. DOI: 10.1111/dom.14618.


Changes in DNA Methylation and Gene Expression of Insulin and Obesity-Related Gene after Roux-en-Y Gastric Bypass.

Pinhel M, Noronha N, Nicoletti C, Pereira V, de Oliveira B, Cortes-Oliveira C Int J Mol Sci. 2020; 21(12).

PMID: 32599690 PMC: 7352760. DOI: 10.3390/ijms21124476.


References
1.
Zacho J, Tybjaerg-Hansen A, Skov Jensen J, Grande P, Sillesen H, Nordestgaard B . Genetically elevated C-reactive protein and ischemic vascular disease. N Engl J Med. 2008; 359(18):1897-908. DOI: 10.1056/NEJMoa0707402. View

2.
Burgess S, Daniel R, Butterworth A, Thompson S . Network Mendelian randomization: using genetic variants as instrumental variables to investigate mediation in causal pathways. Int J Epidemiol. 2014; 44(2):484-95. PMC: 4469795. DOI: 10.1093/ije/dyu176. View

3.
Zheng W, McLerran D, Rolland B, Zhang X, Inoue M, Matsuo K . Association between body-mass index and risk of death in more than 1 million Asians. N Engl J Med. 2011; 364(8):719-29. PMC: 4008249. DOI: 10.1056/NEJMoa1010679. View

4.
Davey Smith G, Hemani G . Mendelian randomization: genetic anchors for causal inference in epidemiological studies. Hum Mol Genet. 2014; 23(R1):R89-98. PMC: 4170722. DOI: 10.1093/hmg/ddu328. View

5.
Groeneveld I, Proper K, van der Beek A, van Mechelen W . Sustained body weight reduction by an individual-based lifestyle intervention for workers in the construction industry at risk for cardiovascular disease: results of a randomized controlled trial. Prev Med. 2010; 51(3-4):240-6. DOI: 10.1016/j.ypmed.2010.07.021. View