Marco Rossi cut it to 3-2 at 10:52 when he stuffed the puck in from close range, but Point made it 4-2 at 12:41 on his own rebound from the low slot.
"It's good to see us find some confidence and get on a little win streak here," Point said. "Hopefully we can keep it going. We know we need to have a good second half to compete for a playoff spot."
Middleton cut it to 4-3 at 19:45 with a chip-in off a pass from Rossi.
"That's how you've got to play -- as a five-man unit, right?" Middleton said. "We've stressed that for a while, and [the defense] just tried to get ourselves in the mix tonight as much as we could."
Steven Stamkos extended Tampa Bay’s lead to 5-3 on a power play at 1:09 of the third period, a one-timer off a pass from Kucherov that deflected off Brock Faber's shoulder.
Michael Eyssimont scored a power-play goal at 6:59 to make it 6-3, and Cirelli scored again at 17:52 for the 7-3 final.
"It wouldn’t have mattered if we scored six today," Gustavsson said. "We would have still lost. It’s two points, and that’s what it is. After the game is done, you can’t mourn it."
NOTES: Kucherov reached 500 assists in 688 games, the fastest to do so in Lightning history ahead of Martin St. Louis (842 games). ... It was Hedman’s seventh career four-point game, tied with Roman Josi (Nashville Predators) for second among active defensemen; Erik Karlsson (Pittsburgh Penguins) has 10. ... With his 205th power-play goal, Stamkos tied Joe Sakic for fifth among players with a single franchise; Alex Ovechkin (Washington Capitals) leads with 302. … It was Middleton’s second three-point game of the season (Oct. 24 against the Edmonton Oilers). ... Minnesota forward Kirill Kaprizov had an assist and was plus-3 in 21:51 of ice time. … The Wild announced before the game that defenseman Jared Spurgeon, their captain, will miss the rest of the season because of injuries to his back and left hip.