Delving into one of oldest questions in psychology, some scientists have suggested genes may contribute to roughly half of the influence - by affecting complex brain chemistry, for instance.
But, until now, DNA clues to support this have been sketchy.
Scientists in Europe and the United States today fingered two genes which in a mutated form are found in a "substantially higher frequency" in violent offenders.
A study of nearly 800 Finns jailed for both violent and non-violent crimes, and compared to the general population, found variants of two genes, called MAOA and CDH13, to be "associated with extremely violent behaviour".
The scientists took into account environmental factors - whether or not people had a history of substance abuse, antisocial personality disorders or childhood maltreatment.
But this did not alter the outcome.
The study was not designed to explain the impact of genetic variants and the authors believe there could be many other genes which play a role, directly or indirectly, in the molecular cascade.
And, they note, the two mutated gene versions or genotypes are "rather common."
Similarly, people without the variants were found in the ultra-violent trial group.
"Although the high-risk genotype combination of MAOA and CDH13 has a risk of about 13-fold compared with the 'usual' genotype combination, still the vast majority (of) high-risk genotype individuals do not commit severe violent crimes," study co-author Jari Tiihonen of the neuroscience department at Sweden's Karolinska Institutet told AFP.
The MAOA gene has been linked to the metabolism of dopamine, a neurotransmitter that plays a role in addiction and the ability to experience pleasure.
The probe sheds some light in the nature-vs-nurture debate, but the intellectual jousting is bound to continue.
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