To add to that, it's been found that rather than depending strongly on a few genes, a lot of characteristics (e.g. personality traits, mental health conditions, etc.) depend weakly on many genes, as many as several thousand. Any single gene on its own may account for only a fraction of a percent of the total variance, which would've been undetectable until large enough data sets became available in recent years.