Homes were destroyed when the tornado hit Granbury, 70 miles west of Dallas, late on Wednesday.
Local officials warned the toll could climb as rescue teams search through the rubble of affected houses. Dozens of people have been injured and are receiving treatment at local hospitals.
Severe weather has been reported across the region.
One resident described the tornado’s impact to Reuters: “The house started shaking. We were in a closet.”
“You could hear it – it sounded like a train going off. It was scary,” he said
The same storm spawned another tornado that tore through part of the town of Cleburne, about 25 miles south-east of Granbury, the National Weather Service said.
There have been no reports of any fatalities from Cleburne so far.
However, dozens of homes have been destroyed or badly damaged, according to officials and residents.
A third tornado in neighboring Parker County has also caused damage to buildings, particularly in the town of Millsap, officials say.
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