The blast struck the Wujek-Slask mine on Friday morning, a spokeswoman for Poland's mines authority, Edyta Tomaszewska, told reporters.
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The miners were working more than a kilometre underground at the time.
Several of the injured have sustained severe burns, and medical staff have warned the death toll may rise.