The present invention concerns the probiotic strain Bacillus subtilis CU1 filed with the French Collection Nationale de Culture des Microorganismes (National Collection of Microorganism Cultures) under number I-2745, cells obtained by culturing said strain and a composition comprising cells obtained by culturing said strain, for the use thereof in the treatment and/or prevention of chronic inflammatory diseases, and in particular chronic inflammatory rheumatism.