What do I lose for losing a country?

If you lose a country due to a level 5 panic rating during council reports, the following things are no longer possible:

  • Launch a satellite there to generate additional monthly income
  • Complete any missions in that country
  • Receive requests from that country to fulfill
  • Secure that continent's bonus

So what you lose is the rewards for those activities and the (theoretical) income if you had a satellite there or were planning to launch one.

Sidenote:

You can't rescue all countries, so I say go for those that are most important to you in terms of bonuses and income.