A genetic source of bad behavior or other negative results.
immoral
adj
Breaching principles of natural law, rectitude, or justice, and so inconsistent with the demands of virtue, purity, or "good morals"; not right, not moral. (Compare unethical, illegal.)
How often have the words bad seed and immoral occurred in a corpus of books? (source: Google Ngram Viewer )