The whole point of TPP was to strengthen trade links between Asia/Pacific nations except China. Which would have helped strengthen TPP member defenses against trade moves by China.
Having a multinational agreement between several economies that the Chinese economy is hugely dependent on would have been a great trade chip for getting China on board with Western IP laws. That was the whole point of the deal in the first place.