Table 3. Selected issues to inference from Mendelian randomization.
Specific research field | Issues | Comments |
---|---|---|
Biological mechanisms | Pleiotropy | It occurs when genetic variants are associated with many kinds of risk factors. |
Canalization | A biological compensatory mechanism that adapts to changes caused by genetic variation and does not reflect the effects of the actual expected genetic variants. | |
Non-Mendelian inheritance | Linkage disequilibrium | Other variables that are associated with the genetic variants used as an IV affect the outcome. |
Effect modification | When confounding occurs due to some specific third-party variable for the relationship between an IV and a potential exposure. | |
Population effects | Population stratification | The population included in the study is divided into distinct subpopulations. |
Ascertainment effects | The fraction of a genetic variants of the population included in the study is different from that of the real population, and also if specific results in the study design have a reverse causation. |
IV, instrumental variable.