The most plausible impact that the brown tree snake has on the ecosystem in Guam is:
The insect population will increase drastically.
Since the brown tree snake preys on birds that primarily feed on insects, the decline in bird populations due to the snake's predation would likely lead to an increase in the insect population, as there would be fewer birds to keep their numbers in check.