The senator from Texas had been seen as the Republican party's only viable alternative to Mr Trump.
"We left it all in the field in Indiana, and the voters chose another path," he told supporters in Indiana.
"With a heavy heart, but with boundless optimism for the long-term future of our nation, we are suspending our campaign."