"There has been no contact with them," Tatyana Bushkova, a spokeswoman for Vorkutaugol, which owns the mine, told AFP, referring to the missing miners.
The emergencies ministry confirmed that officials had so far been unable to get in touch with the missing workers in the mine located above the Arctic Circle.
"Rescue teams are trying to reach them," a ministry spokesman told AFP. "We are hoping for a favourable outcome, but the clock is ticking."
In a sign of the seriousness of the situation, Russian President Vladimir Putin tasked the government with creating a special commission over the accident, the latest tragedy to hit the country's accident-prone industry.
A total of 110 people were on duty in the Severnaya coal mine at the time of the accident on Thursday at the depth of 748 metres (2,450 feet).
Eighty miners were rescued and brought to the surface. Eight were hurt and five of them remain hospitalised.
Hundreds of rescue workers were trying to trace the missing on Friday, the emergencies ministry said, adding that more workers were expected to arrive at the scene with more equipment.
Emergencies Minister Vladimir Puchkov, who went to the scene on Thursday, said rescuers risked their lives by working in difficult conditions including almost zero visibility, gas-polluted air and rubble.
Bushkova, a Vorkutaugol spokeswoman, said earlier Friday that all the places where the miners could be had been identified, adding that a fire was still burning at the site of the blast.
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