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The missing heritability of behavior: the search continues
1Laboratory of Neurogenetics, National Institute on Alcohol Abuse and Alcoholism (NIAAA), National Institutes of Health (NIH), Rockville, Maryland, USA.
Psychophysiology
|November 13, 2014
Summary
Identifying genetic variations linked to behavior is challenging. New studies suggest combining diverse genetic analysis methods and larger sample sizes may uncover the "missing heritability" in complex traits.
Area of Science:
- Behavioral genetics
- Quantitative genetics
- Genomics
Background:
- The search for genetic underpinnings of behavioral variation has been hindered by the challenge of identifying specific genes.
- The concept of "missing heritability" highlights the gap between estimated genetic influence and identified genetic variants.
- Twin and family studies are crucial for dissecting the genetic and environmental contributions to complex traits.
Purpose of the Study:
- To discuss the implications of recent studies from the Minnesota Center for Twin and Family Research (MCTFR) for understanding genetic variation in behavior.
- To explore potential explanations for the limited success in identifying genes associated with behavioral traits.
- To propose future directions for genetic research on behavior.
Main Methods:
- Longitudinal measurement of endophenotypes in a twin cohort.
- Heritability analysis of behavioral traits.
- Genome-wide association studies (GWAS) and whole-genome sequencing for genetic mapping.
Main Results:
- Identified genes explain only a portion of the heritability for the studied behavioral traits.
- The study design and data suggest methodological limitations are not the sole reason for the "missing heritability".
- The MCTFR dataset represents a valuable resource for future genetic discoveries.
Conclusions:
- Future gene discoveries will likely emerge from novel analytical approaches and data integration across studies.
- Increasing sample sizes may be necessary to detect smaller genetic effects.
- Investigating families and population isolates with founder effects could aid in identifying rare alleles and specific genetic loci.
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