Ughhh... See the picture below.
Each item with a 3-prong power cord has a ground connection to an outlet. But the interconnecting cables between each piece of equipment also connects the grounds from one device to another. So there are ground loops between each of the pieces of gear.
The loops may not cause hum... Or maybe they will. A lot of the time, it depends on the outlets the devices are plugged into. Specifically, neutral/ground may not be exactly 0v relative to earth at every outlet, or even 0v relative to another outlet. When you plugged everything into a single power strip, you both shrank the size of the loops (because the wiring in the wall between outlets is also part of the loop when plugging into different outlets), and also likely ensured each neutral/ground was nearly the same voltage (because they're all connected in parallel in the strip).
Your proposed arrangement will always result in large (area-wise) ground loops, because you want to place everything far apart. When you changed nothing except using a short patch cord, hum dropped because everything was closer together, yielding a smaller loop area and reducing hum. Other various trials reduced hum for various reasons, but they're not worth going into here because it's much faster to just solve the problem.
What Sluckey advised was to break the loop by disconnecting one device's ground wire from the outlet, in a reversible way by using a 3-to-2 adapter (If these cost $99 where you are, you're paying at least 20 times too much, maybe more). The ground connection through the interconnecting cord still provides a path to the wall outlet ground.
Better/safer would be to use amps designed/built from the ground up with true safe ground-lift switches and no need to disconnect the power cord safety ground. But you need to plan the wiring of the whole amp to accomplish that from the start of building, because it's a lot of @$$-pain to retrofit it into an amp after the fact.
You could also spend much more money on various isolation transformers to break the ground at the power cord or at the input end of the amp, but they won't work any better (aside form safety) than what Sluckey suggested.
