Well your article isn't a study, it's a literary review from a very biased source of a Colleen Lynn
In fact if you want to read up on your source: https://en.m.wikipedia.org/wiki/Dogsbite.org
You can see that she complains about science and ignores expert opinions in the field because they disagree with her.
It's very telling when her literary review comes to very different conclusions than actual scientists performing studies in the field.
It's absolutely not "deep in their brain" breed doesn't really impact behavior
https://www.science.org/doi/10.1126/science.abk0639?adobe_mc=MCMID%3D84642491739088231094049347991384876828%7CMCORGID%3D242B6472541199F70A4C98A6%2540AdobeOrg%7CTS%3D1651162390&_ga=2.218466969.1066386900.1651162373-689641651.1609118629
How you raise a dog does. If you see an aggressive dog, blame the owner.