The invention relates to a method for preventing infection with camelpox and MERS coronavirus in camelids, wherein said camelids have been administered an immunogenic composition comprising the MVA virus as a vector comprising an immunogenic element of the MERS coronavirus. Also the use of this immunogenic composition for this purpose is covered. Preferably said immunogenic element is the spike protein or an immunogenic fragment or variant thereof.
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