The authors even refer to that work in the abstract. The “breakthrough“ seems to consist of showing that the method produces the same results as vanilla backprop.
There is a huge body of work about this. The current paper seems to show that the result of predictive coding is equivalent to the result one gets with backprop.
I think it says more about predictive coding as a way to train neural networks rather than biological systems.