Throughout the world, clubroot disease is one of the most damaging diseases affecting Brassica oleracea. To develop marker-assisted selection (MAS) that could assist the incorporation of durable clubroot resistance (CR) into cultivars, previous genetic analyses have identified several CR quantitative trait loci (CR-QTL). However, the independent and cumulative effects of each CR locus against various isolates have rarely been tested. Previously, we identified one major CR-QTL and four minor CR-QTL in the F2 plants from broccoli doubled haploid (DH) line x cabbage DH line of B. oleracea. In the present study, to clarify their effectiveness for controlling disease involving various isolates, inoculation testing was conducted in genotypes with various combinations of the CR genes, which were selected using the DNA markers closely associated with each CR-QTL. In exploring the overall disease incidence, it was apparent that a single involvement of the major CR gene located in the PbBo(Anju)1 locus, or accumulation of CR genes in the minor CR-QTL, is not enough to confer sufficient resistance. One major CR gene in the QTL PbBo(Anju)1 locus plus two to three minor CR genes conferred moderate resistance. The genotype in which all of the CR genes locating in the five QTL including PbBo(Anju)1 were accumulated showed the highest resistance, and it was broadly resistant against six isolates. Accumulation of several CR genes by MAS is necessary to conduct CR breeding in B. oleracea. Our developed DNA markers can be used efficiently to make selections of required loci for the acquisition of resistance, and use of these markers will be a powerful tool for CR breeding in B. oleracea.