There was a trend indicating that CDI/ADH serogroup A-TT conjugate formulations having the fewest ADH linkers (38.5 polysaccharide RU/ADH linker) had the highest antibody responses among conjugates prepared using CDI conjugation chemistry (Fig. 7). The gene discussed is AVP; the disease is clostridium difficile infection.