So you can have multiple Timers running at the same time (including USART interrupts and others).
of course you can, as many enabled as you see fit

but one and only one can be serviced at a time, and it cannot be interrupted. first come first served.
additional interrupts are serviced sequentially, one and only one at a time in the order the interrupt handler runs them.
hence keep isr's short