By advancing the timing, the injection and combustion event begins earlier in terms of crankshaft rotation. Therefore, it finishes earlier as well. This means that the piston has moved farther downward since completion of the combustion event (thus extracting more energy) before the exhaust valve opens. The end result is that more energy from the combustion event is extracted in the cylinder (more power), and less energy is available in the exhaust manifold to drive the turbocharger. Therefore, a slight decrease in boost pressure would be expected.
Rusty