Genetics may predispose for nicotine addiction, obesity, alcoholism, etc. This is intended design of genetic studies which look at multiple genes, like twin studies, GWAS studies, etc.

I think the studies which find a single gene variant which would have large impact on lifespan would be interesting. Not sure if variants like that exist though.