The invention discloses a capsule for use in an extraction machine, having a bottom, a side wall and a cover, which together form a chamber for a substance for extraction. The capsule has a deformable area, which is configured to plastically deform in the outward direction under the conditions present during the extraction and to sealingly interact with a capsule holder of the extraction machine.