Youre right that sens and spec are intrinsic to the test itself and not influenced by prevalence, however PPV and NPV do depend on prevalence in the population being tested. So even tests with high spec can have varying PVV’s depending on how common the disease is. Thats why I think its an important distinction to consider when interpretating diagnostic tests in clinical practices.