An artificial “arterio-venous” permeable hollow fiber capillary membrane system for wound treatment is described. The capillary membrane system can be placed onto a wound or under the wound dressing to enable fluid/mass exchange, in turn allowing the regulation of pH and electrolyte levels, the supply of factors/mediators/medications, the removal of secretion and waste material, and the support of therapeutically applied cells in the wound.